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Gerussi A, Cappadona C, Bernasconi DP, Cristoferi L, Valsecchi MG, Carbone M, Invernizzi P, Asselta R. Improving predictive accuracy in primary biliary cholangitis: A new genetic risk score. Liver Int 2024. [PMID: 38619000 DOI: 10.1111/liv.15916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 03/05/2024] [Accepted: 03/11/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND AND AIMS Genetic variants influence primary biliary cholangitis (PBC) risk. We established and tested an accurate polygenic risk score (PRS) using these variants. METHODS Data from two Italian cohorts (OldIT 444 cases, 901 controls; NewIT 255 cases, 579 controls) were analysed. The latest international genome-wide meta-analysis provided effect size estimates. The PRS, together with human leukocyte antigen (HLA) status and sex, was included in an integrated risk model. RESULTS Starting from 46 non-HLA genes, 22 variants were selected. PBC patients in the OldIT cohort showed a higher risk score than controls: -.014 (interquartile range, IQR, -.023, .005) versus -.022 (IQR -.030, -.013) (p < 2.2 × 10-16). For genetic-based prediction, the area under the curve (AUC) was .72; adding sex increased the AUC to .82. Validation in the NewIT cohort confirmed the model's accuracy (.71 without sex, .81 with sex). Individuals in the top group, representing the highest 25%, had a PBC risk approximately 14 times higher than that of the reference group (lowest 25%; p < 10-6). CONCLUSION The combination of sex and a novel PRS accurately discriminated between PBC cases and controls. The model identified a subset of individuals at increased risk of PBC who might benefit from tailored monitoring.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, European Reference Network on Hepatological Diseases (ERN RARE-LIVER), IRCCS Fondazione San Gerardo dei Tintori, Monza, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Claudio Cappadona
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Davide Paolo Bernasconi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, European Reference Network on Hepatological Diseases (ERN RARE-LIVER), IRCCS Fondazione San Gerardo dei Tintori, Monza, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Maria Grazia Valsecchi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- Biostatistics and Clinical Epidemiology, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, European Reference Network on Hepatological Diseases (ERN RARE-LIVER), IRCCS Fondazione San Gerardo dei Tintori, Monza, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, European Reference Network on Hepatological Diseases (ERN RARE-LIVER), IRCCS Fondazione San Gerardo dei Tintori, Monza, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
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2
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Balsano C, Burra P, Duvoux C, Alisi A, Piscaglia F, Gerussi A. Artificial Intelligence and liver: Opportunities and barriers. Dig Liver Dis 2023; 55:1455-1461. [PMID: 37718227 DOI: 10.1016/j.dld.2023.08.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/14/2023] [Accepted: 08/17/2023] [Indexed: 09/19/2023]
Abstract
Artificial Intelligence (AI) has recently been shown as an excellent tool for the study of the liver; however, many obstacles still have to be overcome for the digitalization of real-world hepatology. The authors present an overview of the current state of the art on the use of innovative technologies in different areas (big data, translational hepatology, imaging, and transplant setting). In clinical practice, physicians must integrate a vast array of data modalities (medical history, clinical data, laboratory tests, imaging, and pathology slides) to achieve a diagnostic or therapeutic decision. Unfortunately, machine learning and deep learning are still far from really supporting clinicians in real life. In fact, the accuracy of any technological support has no value in medicine without the support of clinicians. To make better use of new technologies, it is essential to improve clinicians' knowledge about them. To this end, the authors propose that collaborative networks for multidisciplinary approaches will improve the rapid implementation of AI systems for developing disease-customized AI-powered clinical decision support tools. The authors also discuss ethical, educational, and legal challenges that must be overcome to build robust bridges and deploy potentially effective AI in real-world clinical settings.
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Affiliation(s)
- Clara Balsano
- Department of Life, Health and Environmental Sciences-MESVA, School of Emergency-Urgency Medicine, University of L'Aquila, Piazzale Salvatore Tommasi 1, Coppito, L'Aquila 67100, Italy.
| | - Patrizia Burra
- Multivisceral Transplant Unit Gastroenterology Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Christophe Duvoux
- Department of Hepatology, Medical Liver Transplant Unit, Hospital Henri Mondor AP-HP, University of Paris-Est Créteil (UPEC), France
| | - Anna Alisi
- Research Unit of Molecular Genetics of Complex Phenotypes, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Fabio Piscaglia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MAR, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byan J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. Corrigendum to: "An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs" [J Hepatol 75 (2021) 572-581]. J Hepatol 2023; 78:883. [PMID: 36639314 DOI: 10.1016/j.jhep.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth J Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, USA
| | | | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, USA
| | - David E Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byan
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Richard N Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Gideon M Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada; Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - George F Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom.
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4
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King JJ, Halliday N, Mantovani A, Gerussi A, Wey EQ, Tan J, Ryan J, Patch D, Tsochatzis E, Westbrook RH. Bacterascites confers poor patient prognosis beyond MELD prediction. Liver Transpl 2023; 29:356-364. [PMID: 36691984 DOI: 10.1097/lvt.0000000000000068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 11/18/2022] [Indexed: 01/25/2023]
Abstract
Spontaneous bacterial peritonitis (SBP) is a well-recognized clinical entity with a poor prognosis. In comparison, the prevalence, microbiological flora, and prognostic significance of bacterascites (BA) (the presence of organism on culture but ascitic PMN <250 cells/mm³) is largely unknown. We, therefore, assessed the prognosis and predictors of outcome in patients with BA in comparison with those with SBP. Ascitic fluid cultures from consecutive patients with cirrhosis from 2008 to 2018 were reviewed retrospectively, and patients with SBP and BA were identified. Baseline demographic, laboratory, and microbiological data were collated and analyzed as prognostic indicators, and clinical outcomes were recorded. Patients were censored at the time of LT, death, or last follow-up. For this study 176 and 213 cases of SBP and BA, respectively, were identified and included. Patients with SBP had significantly higher Model for End-Stage Liver Disease (MELD) ( p =<0.01), peripheral blood WCC ( p < 0.01), and higher rates of Enterobacteriaceae ( p < 0.01) and multi-drug resistant pathogens ( p < 0.01). Survival at 1 and 3 months was lower in patients with SBP ( p < 0.01) when compared with BA but at 6 months and beyond, no significant difference remained. After the exclusion of deaths within 30 days of presentation, survival between SBP and BA was equivocal at all time points. Mortality was substantially higher across all MELD groupings for both SBP and BA when compared with the predicted mortality calculated by the MELD score alone. BA has a negative impact on patient survival above that predicted by the MELD score. It has similar impact to SBP on patient survival beyond 1 month suggesting it should be seen as a poor prognostic marker and prompt consideration of LT where appropriate. Further studies evaluating the role of secondary prophylaxis in this group are required.
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Affiliation(s)
- Ji Jade King
- The Royal Free Hospital, Sheila Sherlock Liver Centre, Pond Street, London, UK
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5
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Cristoferi L, Porta M, Bernasconi DP, Leonardi F, Gerussi A, Mulinacci G, Palermo A, Gallo C, Scaravaglio M, Stucchi E, Maino C, Ippolito D, D'Amato D, Ferreira C, Nardi A, Banerjee R, Valsecchi MG, Antolini L, Corso R, Sironi S, Fagiuoli S, Invernizzi P, Carbone M. A quantitative MRCP-derived score for medium-term outcome prediction in primary sclerosing cholangitis. Dig Liver Dis 2023; 55:373-380. [PMID: 36357293 DOI: 10.1016/j.dld.2022.10.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 10/21/2022] [Accepted: 10/21/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Magnetic resonance cholangiopancreatography (MRCP) is the gold standard for diagnosis of patients with primary sclerosing cholangitis (PSC). The semi-quantitative MRCP-derived Anali scores proposed for risk stratification, have poor-to-moderate inter-reader agreement. AIMS To evaluate the prognostic performance of quantitative MRCP metrics in PSC. METHODS This is a retrospective study of PSC patients undergoing MRCP. Images were processed using MRCP+ software (Perspectum Ltd, Oxford) that provides quantitative biliary features, semi-automatically extracted by artificial intelligence-driven analysis of MRCP-3D images. The prognostic value of biliary features has been assessed for all hepato-biliary complications. RESULTS 87 PSC patients have been included in the analysis. Median follow-up from MRCP to event/censoring of 30.9 months (Q1-Q3=13.6-46.6). An adverse outcome occurred in 27 (31.0%) patients. The number of biliary strictures (HR=1.05 per unit, 95%CI 1.02-1.08, p < 0.0001), spleen length (HR=1.16 per cm, 95%CI 1.01-1.34, p = 0.039), adjusted for height, age at MRCP, and time from diagnosis to MRCP predicted higher risk of hepatobiliary complications. These were incorporated into a the quantitative MRCP-derived PSC (qMRCP-PSC) score (C-statistic=0.80). After 3-fold cross-validation, qMRCP-PSC outperformed the Anali score in our cohort (C-statistic of 0.78 vs 0.64) and enabled the discrimination of survival of PSC patients (log-rank p < 0.0001). CONCLUSIONS The qMRCP-PSC score identified patients at higher risk of hepatobiliary complications and outperformed the available radiological scores. It represents a novel quantitative biomarker for disease monitoring and a potential surrogate endpoint for clinical trials.
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Affiliation(s)
- Laura Cristoferi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy; Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan-Bicocca, Via Cadore 48, Monza, MB 20900, Italy
| | - Marco Porta
- Department of Diagnostic Radiology, San Gerardo Hospital, ASST Monza, Via Gian Battista Pergolesi 33, Monza, MB 20900, Italy
| | - Davide Paolo Bernasconi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan-Bicocca, Via Cadore 48, Monza, MB 20900, Italy
| | - Filippo Leonardi
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, piazza OMS, 1, Bergamo, BG 24127, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Giacomo Mulinacci
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Andrea Palermo
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Camilla Gallo
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Miki Scaravaglio
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Eliana Stucchi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Cesare Maino
- Department of Diagnostic Radiology, San Gerardo Hospital, ASST Monza, Via Gian Battista Pergolesi 33, Monza, MB 20900, Italy
| | - Davide Ippolito
- Department of Diagnostic Radiology, San Gerardo Hospital, ASST Monza, Via Gian Battista Pergolesi 33, Monza, MB 20900, Italy; School of Medicine, University of Milano-Bicocca, via Cadore 48, Monza, MB 20900, Italy
| | - Daphne D'Amato
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Carlos Ferreira
- Perspectum Ltd, Gemini One, 5520 John Smith Dr, Oxford OX4 2LL, United Kingdom
| | - Alessandra Nardi
- Department of Mathematics, University of Rome Tor Vergata, Via della Ricerca Scientifica, 1, Roma, RM 00133, Italy
| | - Rajarshi Banerjee
- Perspectum Ltd, Gemini One, 5520 John Smith Dr, Oxford OX4 2LL, United Kingdom
| | - Maria Grazia Valsecchi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan-Bicocca, Via Cadore 48, Monza, MB 20900, Italy
| | - Laura Antolini
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan-Bicocca, Via Cadore 48, Monza, MB 20900, Italy
| | - Rocco Corso
- Department of Diagnostic Radiology, San Gerardo Hospital, ASST Monza, Via Gian Battista Pergolesi 33, Monza, MB 20900, Italy
| | - Sandro Sironi
- Department of Radiology, ASST Papa Giovanni XXIII, piazza OMS, 1, Bergamo, BG 24127, Italy; School of Medicine, University of Milano-Bicocca, via Cadore 48, Monza, MB 20900, Italy
| | - Stefano Fagiuoli
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, piazza OMS, 1, Bergamo, BG 24127, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy
| | - Marco Carbone
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy.
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6
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Mulinacci G, Cristoferi L, Palermo A, Luca M, Gerussi A, Invernizzi P, Carbone M. Risk stratification in primary sclerosing cholangitis. Minerva Gastroenterol (Torino) 2023; 69:84-94. [PMID: 33300753 DOI: 10.23736/s2724-5985.20.02821-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Primary sclerosing cholangitis (PSC) is a chronic liver disorder commonly affecting young patients and associated with uncertain prognosis and elevated risk of end-stage liver disease and hepatobiliary cancer. Rate of progression in PSC is heterogeneous and accurately predicting the disease course is of paramount importance to clinical practice and interventional trial design. So far, efforts have brought to the development of models looking at short-to-middle-term outcome using composite models including clinical, laboratory, radiological and histological parameters with limited performance. In the era of whole genome sequencing and digital innovation, the time is ripe for the development of stratified medicine in PSC. Efforts should be directed toward developing well-phenotyped cohorts of patients with longitudinal follow-up across sustained periods of time, application of novel image-processing technology, and biomarker discovery using multiomics platforms.
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Affiliation(s)
- Giacomo Mulinacci
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Andrea Palermo
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Martina Luca
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, Milan, Italy - .,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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7
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Gerussi A, Halliday N, Carbone M, Invernizzi P, Thorburn D. Open challenges in the management of autoimmune hepatitis. Minerva Gastroenterol (Torino) 2023; 69:61-83. [PMID: 33267568 DOI: 10.23736/s2724-5895.20.02805-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Autoimmune hepatitis (AIH) is a rare autoimmune disease of the liver with many open questions as regards its etiopathogenesis, natural history and clinical management. The classical picture of AIH is chronic hepatitis with fluctuating elevation of serum transaminases and Immunoglobulin G levels, the presence of circulating autoantibodies and typical histological features. However, atypical presentations do occur and are not well captured by current diagnostic scores, with important consequences in terms of missed diagnoses and delayed treatments. AIH is treated with corticosteroids and immunosuppressive drugs but up to 40% of patients do not achieve full biochemical response and are at risk of progressing to cirrhosis and liver failure. Moreover, standard therapies are associated by significant side-effects which may impair the quality of life of patients living with AIH. However, advances in the understanding of the underlying immunology of AIH is raising the prospect of novel therapies and optimization of existing therapeutic approaches to reduce side-effect burdens and potentially restore immunological tolerance. In this review we outlined the clinical characteristics, etiopathogenesis and management of AIH and current challenges in the diagnosis and management of AIH and provided evidence underlying the evolution of diagnostic and clinical management protocols.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Monza, Monza-Brianza, Italy - .,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Monza-Brianza, Italy - .,Ancient DNA Lab Dan David Center for Human Evolution and Biohistory Research, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel -
| | - Neil Halliday
- Institute for Liver and Digestive Health, University College London, London, UK
| | - Marco Carbone
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Monza, Monza-Brianza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Monza-Brianza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Monza, Monza-Brianza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Monza-Brianza, Italy
| | - Douglas Thorburn
- Institute for Liver and Digestive Health, University College London, London, UK
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Gerussi A, Soskic B, Asselta R, Invernizzi P, Gershwin ME. GWAS and autoimmunity: What have we learned and what next. J Autoimmun 2022; 133:102922. [PMID: 36209690 DOI: 10.1016/j.jaut.2022.102922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 12/07/2022]
Abstract
Autoimmune diseases are common conditions characterized by loss of tolerance, female predominance and a remarkable heterogeneity among different populations. Most often they are polygenic and several genetic loci have been linked with the risk of developing autoimmune diseases. However, causal inference is difficult. When the genomic revolution began there were high hopes of translating fast genetic analyses to the bedside but this has proven to be challenging. Nonetheless, over the last decade, fine-mapping strategies have greatly improved; one of the most significant research lines focuses on the in vivo and ex vivo definition of the effect of genetic variants within the target tissues and within specific subpopulations of immune cells that are involved in the disease pathogenesis. This strategy also includes the longitudinal tracking of a large number of immunophenotypes in many individuals to build a large reference atlas for variant characterization. In this review, we discuss the results obtained by GWAS in autoimmune diseases and review recent advances in fine mapping strategies. More importantly, we discuss gaps and future directions.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
| | - Blagoje Soskic
- Human Technopole, Viale Rita Levi-Montalcini 1, 20157 Milan, Italy
| | - Rosanna Asselta
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Merrill E Gershwin
- Division of Rheumatology, Allergy and Clinical Immunology, University of California, Davis, Davis, CA, United States
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Gerussi A. Gamma-Glutamyl Transferase in Patients With Primary Biliary Cholangitis. Gastroenterol Hepatol (N Y) 2022; 18:706-708. [PMID: 36865589 PMCID: PMC9972602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
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Gerussi A, Scaravaglio M, Cristoferi L, Verda D, Milani C, De Bernardi E, Ippolito D, Asselta R, Invernizzi P, Kather JN, Carbone M. Artificial intelligence for precision medicine in autoimmune liver disease. Front Immunol 2022; 13:966329. [PMID: 36439097 PMCID: PMC9691668 DOI: 10.3389/fimmu.2022.966329] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 10/13/2022] [Indexed: 09/10/2023] Open
Abstract
Autoimmune liver diseases (AiLDs) are rare autoimmune conditions of the liver and the biliary tree with unknown etiology and limited treatment options. AiLDs are inherently characterized by a high degree of complexity, which poses great challenges in understanding their etiopathogenesis, developing novel biomarkers and risk-stratification tools, and, eventually, generating new drugs. Artificial intelligence (AI) is considered one of the best candidates to support researchers and clinicians in making sense of biological complexity. In this review, we offer a primer on AI and machine learning for clinicians, and discuss recent available literature on its applications in medicine and more specifically how it can help to tackle major unmet needs in AiLDs.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Miki Scaravaglio
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | | | - Chiara Milani
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Elisabetta De Bernardi
- Department of Medicine and Surgery and Tecnomed Foundation, University of Milano - Bicocca, Monza, Italy
| | | | - Rosanna Asselta
- Humanitas Clinical and Research Center, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Jakob Nikolas Kather
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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Abstract
Primary biliary cholangitis (PBC) is a rare disease of the liver characterized by an autoimmune attack on the small bile ducts. PBC is a complex trait, meaning that a large list of genetic factors interacts with environmental agents to determine its onset. Genome-wide association studies have had a huge impact in fostering research in PBC, but many steps need still to be done compared with other autoimmune diseases of similar prevalence. This review presents the state-of-the-art regarding the genetic architecture of PBC and provides some thoughtful reflections about possible future lines of research, which can be helpful to fill the missing heritability gap in PBC.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, 20900 Monza (MB), Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele 20072, Italy; Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, Rozzano 20089, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, 20900 Monza (MB), Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
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12
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De Vincentis A, D'Amato D, Cristoferi L, Gerussi A, Malinverno F, Lleo A, Colapietro F, Marra F, Galli A, Fiorini C, Coco B, Brunetto M, Niro GA, Cotugno R, Saitta C, Cozzolongo R, Losito F, Giannini EG, Labanca S, Marzioni M, Marconi G, Morgando A, Pellicano R, Vanni E, Cazzagon N, Floreani A, Chessa L, Morelli O, Muratori L, Pellicelli A, Pompili M, Ponziani F, Tortora A, Rosina F, Russello M, Cannavò M, Simone L, Storato S, Viganò M, Abenavoli L, D'Antò M, De Gasperi E, Distefano M, Scifo G, Zolfino T, Calvaruso V, Cuccorese G, Palitti VP, Sacco R, Bertino G, Frazzetto E, Alvaro D, Mulinacci G, Palermo A, Scaravaglio M, Terracciani F, Galati G, Ronca V, Zuin M, Claar E, Izzi A, Picardi A, Invernizzi P, Vespasiani‐Gentilucci U, Carbone M. Predictors of serious adverse events and non-response in cirrhotic patients with primary biliary cholangitis treated with obeticholic acid. Liver Int 2022; 42:2453-2465. [PMID: 35932095 PMCID: PMC9804305 DOI: 10.1111/liv.15386] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/24/2022] [Accepted: 06/23/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND & AIMS Obeticholic acid (OCA) has recently been restricted in patients with primary biliary cholangitis (PBC) with "advanced cirrhosis" because of its narrow therapeutic index. We aimed to better define the predicting factors of hepatic serious adverse events (SAEs) and non-response in cirrhotic patients undergoing OCA therapy. METHODS Safety and efficacy of treatment were evaluated in a cohort of consecutive PBC cirrhotic patients started with OCA. OCA response was evaluated according to the Poise criteria. Risk factors for hepatic SAEs and non-response were reported as risk ratios (RR) with 95% confidence intervals (CIs). RESULTS One hundred PBC cirrhotics were included, 97 Child-Pugh class A and 3 class B. Thirty-one had oesophageal varices and 5 had a history of ascites. Thirty-three per cent and 32% of patients achieved a biochemical response at 6 and 12 months respectively. Male sex (adjusted-RR 1.75, 95%CI 1.42-2.12), INR (1.37, 1.00-1.87), Child-Pugh score (1.79, 1.28-2.50), MELD (1.17, 1.04-1.30) and bilirubin (1.83, 1.11-3.01) were independently associated with non-response to OCA. Twenty-two patients discontinued OCA within 12 months: 10 for pruritus, 9 for hepatic SAEs (5 for jaundice and/or ascitic decompensation; 4 for upper digestive bleeding). INR (adjusted-RR 1.91, 95%CI 1.10-3.36), lower albumin levels (0.18, 0.06-0.51), Child-Pugh score (2.43, 1.50-4.04), history of ascites (3.5, 1.85-6.5) and bilirubin (1.30, 1.05-1.56), were associated with hepatic SAEs. A total bilirubin≥1.4 mg/dl at baseline was the most accurate biochemical predictor of hepatic SAEs under OCA. CONCLUSIONS An accurate baseline assessment is crucial to select cirrhotic patients who can benefit from OCA. Although OCA is effective in one third of cirrhotics, bilirubin level ≥1.4 mg/dl should discourage from its use.
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Affiliation(s)
| | - Daphne D'Amato
- Gastroenterology Unit, Città della salute e della scienzaTurinItaly
| | - Laura Cristoferi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Alessio Gerussi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Federica Malinverno
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Ana Lleo
- Internal Medicine and Hepatology, Humanitas Clinical and Research Center IRCCSHumanitas UniversityMilanItaly
| | - Francesca Colapietro
- Internal Medicine and Hepatology, Humanitas Clinical and Research Center IRCCSHumanitas UniversityMilanItaly
| | - Fabio Marra
- Internal Medicine and Hepatology Unit, Department of Experimental and Clinical MedicineUniversity of FirenzeFirenzeItaly
| | - Andrea Galli
- Department of Experimental and Clinical Biochemical SciencesUniversity of FlorenceFlorenceItaly
| | - Cecilia Fiorini
- Department of Experimental and Clinical Biochemical SciencesUniversity of FlorenceFlorenceItaly
| | - Barbara Coco
- Hepatology Unit, University Hospital of PisaPisaItaly
| | | | - Grazia Anna Niro
- Gastroenterology Unit, Fondazione Casa Sollievo Della Sofferenza IRCCSSan Giovanni RotondoItaly
| | - Rosa Cotugno
- Gastroenterology Unit, Fondazione Casa Sollievo Della Sofferenza IRCCSSan Giovanni RotondoItaly
| | - Carlo Saitta
- Division of Medicine and HepatologyUniversity Hospital of Messina “Policlinico G. Martino”MessinaItaly
| | - Raffaele Cozzolongo
- Gastroenterology UnitNational Institute of Gastroenterology “S de Bellis” Research HospitalCastellana GrotteItaly
| | - Francesco Losito
- Gastroenterology UnitNational Institute of Gastroenterology “S de Bellis” Research HospitalCastellana GrotteItaly
| | - Edoardo Giovanni Giannini
- Gastroenterology Unit, Department of Internal MedicineUniversity of Genova, IRCCS Ospedale Policlinico San MartinoGenovaItaly
| | - Sara Labanca
- Gastroenterology Unit, Department of Internal MedicineUniversity of Genova, IRCCS Ospedale Policlinico San MartinoGenovaItaly
| | - Marco Marzioni
- Clinic of Gastroenterology and HepatologyUniversità Politecnica delle MarcheAnconaItaly
| | - Giulia Marconi
- Clinic of Gastroenterology and HepatologyUniversità Politecnica delle MarcheAnconaItaly
| | - Anna Morgando
- Gastroenterology Unit, Città della salute e della scienzaTurinItaly
| | | | - Ester Vanni
- Gastroenterology Unit, Città della salute e della scienzaTurinItaly
| | - Nora Cazzagon
- Gastroenterology Unit, Department of Surgery, Oncology and GastroenterologyPadua University HospitalPaduaItaly
| | - Annarosa Floreani
- Gastroenterology Unit, Department of Surgery, Oncology and GastroenterologyPadua University HospitalPaduaItaly
| | - Luchino Chessa
- Liver Unit, University Hospital of CagliariCagliariItaly
| | - Olivia Morelli
- Clinic of Gastroenterology and Hepatology, Department of MedicineUniversità degli Studi di PerugiaPerugiaItaly
| | - Luigi Muratori
- DIMEC Università di Bologna, Policlinico di Sant'OrsolaBolognaItaly
| | | | - Maurizio Pompili
- Internal Medicine and Hepatology Unit, Policlinico GemelliSapienza UniversityRomeItaly
| | - Francesca Ponziani
- Internal Medicine and Hepatology Unit, Policlinico GemelliSapienza UniversityRomeItaly
| | - Annalisa Tortora
- Internal Medicine and Hepatology Unit, Policlinico GemelliSapienza UniversityRomeItaly
| | | | | | | | - Loredana Simone
- Department of GastroenterologyUniversity Hospital Sant'AnnaFerraraItaly
| | - Silvia Storato
- IRCCS Sacro Cuore Institute Don Calabria, GastroenterologyNegrarItaly
| | - Mauro Viganò
- Hepatology Unit, San Giuseppe HospitalMilanItaly
| | - Ludovico Abenavoli
- Department of Health SciencesUniversity “Magna Graecia” of CatanzaroItaly
| | - Maria D'Antò
- Hepatology Unit, Santa Maria delle Grazie HospitalPozzuoliItaly
| | - Elisabetta De Gasperi
- Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico – Division of Gastroenterology and Hepatology – CRC “A.M. and A. Migliavacca” Center for Liver DiseaseMilanItaly
| | - Marco Distefano
- Department of Infectious DiseasesUmberto I HospitalSyracuseItaly
| | - Gaetano Scifo
- Department of Infectious DiseasesUmberto I HospitalSyracuseItaly
| | - Teresa Zolfino
- Department of GastroenterologyBrotzu HospitalCagliariItaly
| | | | | | | | | | - Gaetano Bertino
- Gastroenterology and Hepatology UnitUniversity Hospital Policlinico Vittorio EmanueleCataniaItaly
| | - Evelise Frazzetto
- Gastroenterology and Hepatology UnitUniversity Hospital Policlinico Vittorio EmanueleCataniaItaly
| | - Domenico Alvaro
- Department of Translational and Precision MedicineUniversity La SapienzaRomeItaly
| | - Giacomo Mulinacci
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Andrea Palermo
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Miki Scaravaglio
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | | | - Giovanni Galati
- Internal Medicine and HepatologyUniversity Campus Bio‐Medico of RomeRomeItaly
| | - Vincenzo Ronca
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | - Massimo Zuin
- Liver and Gastroenterology Unit, Department of Health SciencesUniversita’ degli Studi di MilanoMilanItaly,ASST Santi Paolo e CarloUniversity Hospital San PaoloMilanItaly
| | | | - Antonio Izzi
- Department of Infectious DiseasesD. Cotugno HospitalNapoliItaly
| | - Antonio Picardi
- Internal Medicine and HepatologyUniversity Campus Bio‐Medico of RomeRomeItaly
| | - Pietro Invernizzi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
| | | | - Marco Carbone
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and SurgeryUniversity of Milano‐Bicocca, European Reference Network on Hepatological Diseases (ERN RARE‐LIVER), San Gerardo HospitalMonzaItaly
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Efe C, Taşçılar K, Gerussi A, Bolis F, Lammert C, Ebik B, Stättermayer AF, Cengiz M, Gökçe DT, Cristoferi L, Peralta M, Massoumi H, Montes P, Cerda E, Rigamonti C, Yapalı S, Adali G, Çalışkan AR, Balaban Y, Eren F, Eşkazan T, Barutçu S, Lytvyak E, Zazueta GM, Kayhan MA, Heurgue-Berlot A, De Martin E, Yavuz A, Bıyık M, Narro GC, Duman S, Hernandez N, Gatselis NK, Aguirre J, Idilman R, Silva M, Mendizabal M, Atay K, Güzelbulut F, Dhanasekaran R, Montano-Loza AJ, Dalekos GN, Ridruejo E, Invernizzi P, Wahlin S. SARS-CoV-2 vaccination and risk of severe COVID-19 outcomes in patients with autoimmune hepatitis. J Autoimmun 2022; 132:102906. [PMID: 36088883 PMCID: PMC9448709 DOI: 10.1016/j.jaut.2022.102906] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/24/2022] [Accepted: 08/26/2022] [Indexed: 02/06/2023]
Abstract
Background Data regarding outcome of Coronavirus disease 2019 (COVID-19) in vaccinated patients with autoimmune hepatitis (AIH) are lacking. We evaluated the outcome of COVID-19 in AIH patients who received at least one dose of Pfizer- BioNTech (BNT162b2), Moderna (mRNA-1273) or AstraZeneca (ChAdOx1-S) vaccine. Patients and methods We performed a retrospective study on AIH patients with COVID-19. The outcomes of AIH patients who had acute respiratory syndrome coronavirus 2 (SARS-CoV-2) breakthrough infection after at least one dose of COVID-19 vaccine were compared to unvaccinated patients with AIH. COVID-19 outcome was classified according to clinical state during the disease course as: (i) no hospitalization, (ii) hospitalization without oxygen supplementation, (iii) hospitalization with oxygen supplementation by nasal cannula or mask, (iv) intensive care unit (ICU) admission with non-invasive mechanical ventilation, (v) ICU admission with invasive mechanical ventilation or (vi) death, and data was analyzed using ordinal logistic regression. Results We included 413 (258 unvaccinated and 155 vaccinated) patients (81%, female) with a median age of 52 (range: 17–85) years at COVID-19 diagnosis. The rates of hospitalization were (36.4% vs. 14.2%), need for any supplemental oxygen (29.5% vs. 9%) and mortality (7% vs. 0.6%) in unvaccinated and vaccinated AIH patients with COVID-19. Having received at least one dose of SARS-CoV-2 vaccine was associated with a significantly lower risk of worse COVID-19 severity, after adjusting for age, sex, comorbidities and presence of cirrhosis (adjusted odds ratio [aOR] 0.18, 95% confidence interval [CI], 0.10–0.31). Overall, vaccination against SARS-CoV-2 was associated with a significantly lower risk of mortality from COVID-19 (aOR 0.20, 95% CI 0.11–0.35). Conclusions SARS-CoV-2 vaccination significantly reduced the risk of COVID-19 severity and mortality in patients with AIH.
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Affiliation(s)
- Cumali Efe
- Department of Gastroenterology, Harran University Hospital, Şanlıurfa, Turkey.
| | - Koray Taşçılar
- Department of Medicine 3-Rheumatology and Immunology, Friedrich-Alexander University (FAU) Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Francesca Bolis
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Craig Lammert
- Department of Medicine Indiana, University School of Medicine, Indianapolis, IN, USA
| | - Berat Ebik
- Department of Gastroenterology, Gazi Yaşargil Education and Research Hospital, Diyarbakir, Turkey
| | - Albert Friedrich Stättermayer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mustafa Cengiz
- Department of Gastroenterology, Gülhane Training and Research Hospital, Ankara, Turkey
| | | | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Mirta Peralta
- Hepatology Section, Hospital Francisco J Muñiz, Ciudad Autónoma de Buenos Aires, Argentina; Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina
| | - Hatef Massoumi
- Department of Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - Pedro Montes
- Gastroenterology and Hepatology Unit, Hospital Nacional Daniel A. Carrión, Callao, Peru
| | - Eira Cerda
- Hepatology Unit, Hospital Militar Central de México, Ciudad de México, Mexico
| | - Cristina Rigamonti
- Department of Translational Medicine, Università del Piemonte Orientale UPO, Novara, Italy; Division of Internal Medicine, "AOU Maggiore della Carità", Novara, Italy
| | - Suna Yapalı
- Department of Gastroenterology, Acıbadem University School of Medicine, İstanbul, Turkey
| | - Gupse Adali
- Department of Gastroenterology, Umraniye Education and Research Hospital, Istanbul, Turkey
| | - Ali Rıza Çalışkan
- Department of Gastroenterology, Adıyaman University, Adıyaman, Turkey
| | - Yasemin Balaban
- Department of Gastroenterology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Fatih Eren
- Department of Gastroenterology, Medical Faculty, Uludag University, Bursa, Turkey
| | - Tuğçe Eşkazan
- Department of Gastroenterology, Cerrahpaşa School of Medicine, İstanbul, Turkey
| | - Sezgin Barutçu
- Department of Gastroenterology, University of Gaziantep Medical Faculty, Gaziantep, Turkey
| | - Ellina Lytvyak
- University of Alberta Division of Gastroenterology and Liver Unit, Edmonton, AB, Canada
| | - Godolfino Miranda Zazueta
- Gastroenterology Unit, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Ciudad de México, Mexico
| | - Meral Akdogan Kayhan
- Department of Gastroenterology, Gülhane Training and Research Hospital, Ankara, Turkey
| | | | - Eleonora De Martin
- Centre Hepato-Biliaire, Hôpital Paul-Brousse, FHU Hepatinov, INSERM Unit UMR 1193, Univ Paris-Saclay, France
| | - Ahmet Yavuz
- Division of Gastroenterology, Necmettin Erbakan University, Meram School of Medicine, Konya, Turkey
| | - Murat Bıyık
- Division of Gastroenterology, Necmettin Erbakan University, Meram School of Medicine, Konya, Turkey
| | - Graciela Castro Narro
- Gastroenterology Unit, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Ciudad de México, Mexico
| | - Serkan Duman
- Department of Gastroenterology, Ankara University Medical Faculty, Ankara, Turkey
| | - Nelia Hernandez
- Gastroenterology and Hepatology Unit, Hospital de Clínicas, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - Nikolaos K Gatselis
- Department of Medicine and Research Laboratory of Internal Medicine, National Expertise Center of Greece in Autoimmune Liver Diseases, General University Hospital of Larissa, Greece; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), General University Hospital of Larissa, Larissa, Greece
| | - Jonathan Aguirre
- Hepatology Unit, Hospital Ángeles Pedregal, Ciudad de México, Mexico
| | - Ramazan Idilman
- Department of Gastroenterology, Ankara University Medical Faculty, Ankara, Turkey
| | - Marcelo Silva
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina; Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina
| | - Manuel Mendizabal
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina; Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina
| | - Kadri Atay
- Department of Gastroenterology, Mardin State Hospital, Mardin, Turkey
| | - Fatih Güzelbulut
- Department of Gastroenterology, Haydarpaşa Numune Education and Research Hospital, İstanbul, Turkey
| | | | - Aldo J Montano-Loza
- University of Alberta Division of Gastroenterology and Liver Unit, Edmonton, AB, Canada
| | - George N Dalekos
- Department of Medicine and Research Laboratory of Internal Medicine, National Expertise Center of Greece in Autoimmune Liver Diseases, General University Hospital of Larissa, Greece; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), General University Hospital of Larissa, Larissa, Greece
| | - Ezequiel Ridruejo
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina; Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina; Hepatology Section, Department of Medicine, Centro de Educación Médica e Investigaciones Clínicas, CEMIC, Ciudad Autónoma de Buenos Aires, Argentina
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Staffan Wahlin
- Hepatology Division, Department of Upper GI Diseases, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
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14
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Mulinacci G, Palermo A, Gerussi A, Asselta R, Gershwin ME, Invernizzi P. New insights on the role of human leukocyte antigen complex in primary biliary cholangitis. Front Immunol 2022; 13:975115. [PMID: 36119102 PMCID: PMC9471323 DOI: 10.3389/fimmu.2022.975115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/11/2022] [Indexed: 01/04/2023] Open
Abstract
Primary Biliary Cholangitis (PBC) is a rare autoimmune cholangiopathy. Genetic studies have shown that the strongest statistical association with PBC has been mapped in the human leukocyte antigen (HLA) locus, a highly polymorphic area that mostly contribute to the genetic variance of the disease. Furthermore, PBC presents high variability throughout different population groups, which may explain the different geoepidemiology of the disease. A major role in defining HLA genetic contribution has been given by genome-wide association studies (GWAS) studies; more recently, new technologies have been developed to allow a deeper understanding. The study of the altered peptides transcribed by genetic alterations also allowed the development of novel therapeutic strategies in the context of immunotolerance. This review summarizes what is known about the immunogenetics of PBC with a focus on the HLA locus, the different distribution of HLA alleles worldwide, and how HLA modifications are associated with the pathogenesis of PBC. Novel therapeutic strategies are also outlined.
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Affiliation(s)
- Giacomo Mulinacci
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Andrea Palermo
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Merrill Eric Gershwin
- Division of Rheumatology, Allergy and Clinical Immunology, University of California, Davis, Davis, CA, United States
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
- *Correspondence: Pietro Invernizzi,
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15
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Overi D, Carpino G, Cristoferi L, Onori P, Kennedy L, Francis H, Zucchini N, Rigamonti C, Viganò M, Floreani A, D’Amato D, Gerussi A, Venere R, Alpini G, Glaser S, Alvaro D, Invernizzi P, Gaudio E, Cardinale V, Carbone M. Role of ductular reaction and ductular-canalicular junctions in identifying severe primary biliary cholangitis. JHEP Rep 2022; 4:100556. [PMID: 36267871 PMCID: PMC9576897 DOI: 10.1016/j.jhepr.2022.100556] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 07/21/2022] [Accepted: 08/03/2022] [Indexed: 11/29/2022]
Abstract
Background & Aims Primary biliary cholangitis (PBC) is a chronic cholangiopathy characterised by immuno-mediated injury of interlobular bile ducts leading to intrahepatic cholestasis and progressive liver fibrosis. PBC histology is characterised by portal inflammation, progressive fibrosis, ductopenia, and the appearance of the so-called ductular reaction. The aim of the present study was to investigate the pathogenetic relevance of ductular reaction in PBC. Methods Liver biopsies were collected from naïve people with PBC (N = 87). Clinical-serological parameters were obtained at diagnosis and after 1 year of ursodeoxycholic acid (UDCA) treatment. Histological staging was performed on all slides according to multiple scoring systems and criteria for PBC. Liver samples were obtained from Mdr2 -/- mice treated with or without UDCA. Samples were processed for histology, immunohistochemistry, and immunofluorescence. Results Ductular reaction in people with PBC correlated with the disease stage and liver fibrosis, but not with disease activity; an extensive ductular reaction correlated with serum alkaline phosphatase levels at diagnosis, response to UDCA, and individuals' estimated survival, independently from other histological parameters, including disease stage. In people with PBC, reactive ductules were associated with the establishment of junctions with bile canaliculi and with fibrogenetic cell activation. Consistently, in a mouse model of intrahepatic cholestasis, UDCA treatment was effective in reducing ductular reaction and fibrosis and increasing ductular-canalicular junctions. Conclusions Extensive ductular reaction outlines a severe histologic phenotype in PBC and is associated with an inadequate therapy response and a worse estimated prognosis. Lay summary In people affected by primary biliary cholangitis (PBC), the histological appearance of extensive ductular reaction identifies individuals at risk of progressive fibrosis. Ductular reaction at diagnosis correlates with the lack of response to first-line therapy with ursodeoxycholic acid and serves to restore ductular-canalicular junctions in people with PBC. Assessing ductular reaction extension at diagnosis may add valuable information for clinicians.
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Key Words
- AE2, anion exchanger 2
- ALP, alkaline phosphatase
- ALPt0, ALP at diagnosis
- ALPt12, ALP at 12 months after UDCA therapy
- ALT, alanine aminotransferase
- ALTt0, ALT at diagnosis
- AMA, antimitochondrial antibody
- ANA, antinuclear antibody
- AST, aspartate aminotransferase
- ASTt0, AST at diagnosis
- BAC, bile acid control
- BIL, bilirubin
- BILt0, BIL at diagnosis
- CA, cholangitis activity
- CK19, cytokeratin 19
- CK7, cytokeratin 7
- Cholangiopathy
- Cholestasis
- DCJ, ductular–canalicular junction
- DCJ/d, DCJ per ductule
- DCJ/pt, DCJ per portal tract
- DR, ductular reaction
- EpCAM, epithelial cell adhesion molecule
- GGT, gamma-glutamyl transferase
- HA, hepatitis activity
- HSC, hepatic stellate cell
- Histology
- IH, intermediate hepatocyte
- Liver biopsy
- MF, myofibroblast
- Muc-1, mucin 1
- PBC, primary biliary cholangitis
- PCNA, proliferating cell nuclear antigen
- RT-qPCR, real-time quantitative PCR
- Regeneration
- SCTR, secretin receptor
- SQ, semiquantitative
- UDCA, ursodeoxycholic acid
- ULN, upper limit of normal
- URS, UDCA response score
- Ursodeoxycholic acid
- WT, wild type
- αSMA, α-smooth muscle actin
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Affiliation(s)
- Diletta Overi
- Department of Anatomical, Histological, Forensic Medicine and Orthopedic Sciences, Sapienza University of Rome, Rome, Italy
| | - Guido Carpino
- Department of Movement, Human and Health Sciences, Division of Health Sciences, University of Rome ‘Foro Italico’, Rome, Italy,Corresponding author. Address: Department of Movement, Human and Health Sciences, Division of Health Sciences, University of Rome ‘Foro Italico’, Rome, Italy. Piazza Lauro De Bosis 6, 00135-Rome, Italy. Tel./Fax: +39-06-36733-202..
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Paolo Onori
- Department of Anatomical, Histological, Forensic Medicine and Orthopedic Sciences, Sapienza University of Rome, Rome, Italy
| | - Lindsey Kennedy
- Hepatology and Gastroenterology, Medicine, Indiana University School of Medicine, Indianapolis, IN, USA,Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Heather Francis
- Hepatology and Gastroenterology, Medicine, Indiana University School of Medicine, Indianapolis, IN, USA,Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Nicola Zucchini
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Cristina Rigamonti
- Department of Translational Medicine, Università degli Studi del Piemonte Orientale ‘A. Avogadro’, Novara, Italy
| | - Mauro Viganò
- Division of Hepatology, Ospedale San Giuseppe, University of Milan, Milan, Italy
| | - Annarosa Floreani
- Studiosa Senior, University of Padua, Padua, Italy,Scientific Consultant, IRCCS Negrar, Verona, Italy
| | - Daphne D’Amato
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Venere
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Gianfranco Alpini
- Hepatology and Gastroenterology, Medicine, Indiana University School of Medicine, Indianapolis, IN, USA,Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Shannon Glaser
- Department of Medical Physiology, Texas A&M University College of Medicine, Bryan, TX, USA
| | - Domenico Alvaro
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Eugenio Gaudio
- Department of Anatomical, Histological, Forensic Medicine and Orthopedic Sciences, Sapienza University of Rome, Rome, Italy
| | - Vincenzo Cardinale
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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16
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Degenhardt F, Ellinghaus D, Juzenas S, Lerga-Jaso J, Wendorff M, Maya-Miles D, Uellendahl-Werth F, ElAbd H, Rühlemann MC, Arora J, Özer O, Lenning OB, Myhre R, Vadla MS, Wacker EM, Wienbrandt L, Blandino Ortiz A, de Salazar A, Garrido Chercoles A, Palom A, Ruiz A, Garcia-Fernandez AE, Blanco-Grau A, Mantovani A, Zanella A, Holten AR, Mayer A, Bandera A, Cherubini A, Protti A, Aghemo A, Gerussi A, Ramirez A, Braun A, Nebel A, Barreira A, Lleo A, Teles A, Kildal AB, Biondi A, Caballero-Garralda A, Ganna A, Gori A, Glück A, Lind A, Tanck A, Hinney A, Carreras Nolla A, Fracanzani AL, Peschuck A, Cavallero A, Dyrhol-Riise AM, Ruello A, Julià A, Muscatello A, Pesenti A, Voza A, Rando-Segura A, Solier A, Schmidt A, Cortes B, Mateos B, Nafria-Jimenez B, Schaefer B, Jensen B, Bellinghausen C, Maj C, Ferrando C, de la Horra C, Quereda C, Skurk C, Thibeault C, Scollo C, Herr C, Spinner CD, Gassner C, Lange C, Hu C, Paccapelo C, Lehmann C, Angelini C, Cappadona C, Azuure C, Bianco C, Cea C, Sancho C, Hoff DAL, Galimberti D, Prati D, Haschka D, Jiménez D, Pestaña D, Toapanta D, Muñiz-Diaz E, Azzolini E, Sandoval E, Binatti E, Scarpini E, Helbig ET, Casalone E, Urrechaga E, Paraboschi EM, Pontali E, Reverter E, Calderón EJ, Navas E, Solligård E, Contro E, Arana-Arri E, Aziz F, Garcia F, García Sánchez F, Ceriotti F, Martinelli-Boneschi F, Peyvandi F, Kurth F, Blasi F, Malvestiti F, Medrano FJ, Mesonero F, Rodriguez-Frias F, Hanses F, Müller F, Hemmrich-Stanisak G, Bellani G, Grasselli G, Pezzoli G, Costantino G, Albano G, Cardamone G, Bellelli G, Citerio G, Foti G, Lamorte G, Matullo G, Baselli G, Kurihara H, Neb H, My I, Kurth I, Hernández I, Pink I, de Rojas I, Galván-Femenia I, Holter JC, Afset JE, Heyckendorf J, Kässens J, Damås JK, Rybniker J, Altmüller J, Ampuero J, Martín J, Erdmann J, Banales JM, Badia JR, Dopazo J, Schneider J, Bergan J, Barretina J, Walter J, Hernández Quero J, Goikoetxea J, Delgado J, Guerrero JM, Fazaal J, Kraft J, Schröder J, Risnes K, Banasik K, Müller KE, Gaede KI, Garcia-Etxebarria K, Tonby K, Heggelund L, Izquierdo-Sanchez L, Bettini LR, Sumoy L, Sander LE, Lippert LJ, Terranova L, Nkambule L, Knopp L, Gustad LT, Garbarino L, Santoro L, Téllez L, Roade L, Ostadreza M, Intxausti M, Kogevinas M, Riveiro-Barciela M, Berger MM, Schaefer M, Niemi MEK, Gutiérrez-Stampa MA, Carrabba M, Figuera Basso ME, Valsecchi MG, Hernandez-Tejero M, Vehreschild MJGT, Manunta M, Acosta-Herrera M, D'Angiò M, Baldini M, Cazzaniga M, Grimsrud MM, Cornberg M, Nöthen MM, Marquié M, Castoldi M, Cordioli M, Cecconi M, D'Amato M, Augustin M, Tomasi M, Boada M, Dreher M, Seilmaier MJ, Joannidis M, Wittig M, Mazzocco M, Ciccarelli M, Rodríguez-Gandía M, Bocciolone M, Miozzo M, Imaz Ayo N, Blay N, Chueca N, Montano N, Braun N, Ludwig N, Marx N, Martínez N, Cornely OA, Witzke O, Palmieri O, Faverio P, Preatoni P, Bonfanti P, Omodei P, Tentorio P, Castro P, Rodrigues PM, España PP, Hoffmann P, Rosenstiel P, Schommers P, Suwalski P, de Pablo R, Ferrer R, Bals R, Gualtierotti R, Gallego-Durán R, Nieto R, Carpani R, Morilla R, Badalamenti S, Haider S, Ciesek S, May S, Bombace S, Marsal S, Pigazzini S, Klein S, Pelusi S, Wilfling S, Bosari S, Volland S, Brunak S, Raychaudhuri S, Schreiber S, Heilmann-Heimbach S, Aliberti S, Ripke S, Dudman S, Wesse T, Zheng T, Bahmer T, Eggermann T, Illig T, Brenner T, Pumarola T, Feldt T, Folseraas T, Gonzalez Cejudo T, Landmesser U, Protzer U, Hehr U, Rimoldi V, Monzani V, Skogen V, Keitel V, Kopfnagel V, Friaza V, Andrade V, Moreno V, Albrecht W, Peter W, Poller W, Farre X, Yi X, Wang X, Khodamoradi Y, Karadeniz Z, Latiano A, Goerg S, Bacher P, Koehler P, Tran F, Zoller H, Schulte EC, Heidecker B, Ludwig KU, Fernández J, Romero-Gómez M, Albillos A, Invernizzi P, Buti M, Duga S, Bujanda L, Hov JR, Lenz TL, Asselta R, de Cid R, Valenti L, Karlsen TH, Cáceres M, Franke A. Detailed stratified GWAS analysis for severe COVID-19 in four European populations. Hum Mol Genet 2022; 31:3945-3966. [PMID: 35848942 PMCID: PMC9703941 DOI: 10.1093/hmg/ddac158] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 06/11/2022] [Accepted: 07/26/2022] [Indexed: 12/11/2022] Open
Abstract
Given the highly variable clinical phenotype of Coronavirus disease 2019 (COVID-19), a deeper analysis of the host genetic contribution to severe COVID-19 is important to improve our understanding of underlying disease mechanisms. Here, we describe an extended genome-wide association meta-analysis of a well-characterized cohort of 3255 COVID-19 patients with respiratory failure and 12 488 population controls from Italy, Spain, Norway and Germany/Austria, including stratified analyses based on age, sex and disease severity, as well as targeted analyses of chromosome Y haplotypes, the human leukocyte antigen region and the SARS-CoV-2 peptidome. By inversion imputation, we traced a reported association at 17q21.31 to a ~0.9-Mb inversion polymorphism that creates two highly differentiated haplotypes and characterized the potential effects of the inversion in detail. Our data, together with the 5th release of summary statistics from the COVID-19 Host Genetics Initiative including non-Caucasian individuals, also identified a new locus at 19q13.33, including NAPSA, a gene which is expressed primarily in alveolar cells responsible for gas exchange in the lung.
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Affiliation(s)
- Frauke Degenhardt
- To whom correspondence should be addressed. (Frauke Degenhardt) and (Andre Franke)
| | | | | | | | | | | | | | - Hesham ElAbd
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Malte C Rühlemann
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,Institute for Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Hannover, Germany
| | - Jatin Arora
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA,Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA,Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA,Center for Data Sciences, Brigham and Women’s Hospital, Boston, MA, USA
| | - Onur Özer
- Research Group for Evolutionary Immunogenomics, Max Planck Institute for Evolutionary Biology, Plön, Germany,Research Unit for Evolutionary Immunogenomics, Department of Biology, University of Hamburg, Hamburg, Germany
| | - Ole Bernt Lenning
- Research Department, Stavanger University Hospital, Stavanger, Norway,Randaberg Municipality, Stavanger, Norway
| | - Ronny Myhre
- Division of Health Data and Digitalization, Department of Genetics and Bioinformatics (HDGB), Norwegian Institute of Public Health, Oslo, Norway
| | - May Sissel Vadla
- Randaberg Municipality, Stavanger, Norway,Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Eike M Wacker
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Lars Wienbrandt
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Aaron Blandino Ortiz
- Department of Intensive Care, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Adolfo de Salazar
- Ibs.Granada Instituto de Investigación Biosanitaria, Granada, Spain,Microbiology Unit. Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Adolfo Garrido Chercoles
- Clinical Biochemistry Department, Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, San Sebastian, Spain
| | - Adriana Palom
- Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Hospital Universitari, Barcelona, Spain,Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Agustín Ruiz
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain,CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | | | - Albert Blanco-Grau
- Department of Biochemistry, University Hospital Vall d’Hebron, Barcelona, Spain
| | - Alberto Mantovani
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alberto Zanella
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Aleksander Rygh Holten
- Department of Acute Medicine, Oslo University Hospital, Oslo, Norway,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Alena Mayer
- Charite Universitätsmedizin Berlin, Berlin, Germany
| | - Alessandra Bandera
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Alessandro Protti
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alessio Aghemo
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alessio Gerussi
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy,Division of Gastroenterology, School of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Milan, Italy
| | - Alfredo Ramirez
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Medical Faculty, Bonn, Germany,Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Department of Psychiatry, Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, San Antonio, TX, USA
| | - Alice Braun
- Charite Universitätsmedizin Berlin, Berlin, Germany
| | - Almut Nebel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Ana Barreira
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ana Lleo
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ana Teles
- Research Group for Evolutionary Immunogenomics, Max Planck Institute for Evolutionary Biology, Plön, Germany,Research Unit for Evolutionary Immunogenomics, Department of Biology, University of Hamburg, Hamburg, Germany
| | - Anders Benjamin Kildal
- Department of Anesthesiology and Intensive Care, University Hospital of North Norway, Tromsø, Norway
| | - Andrea Biondi
- Pediatric Departement, Centro Tettamanti-European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Ospedale, San Gerardo, Italy
| | | | - Andrea Ganna
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Andrea Gori
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy,Centre for Multidisciplinary Research in Health Science (MACH), University of Milan, Milan, Italy
| | - Andreas Glück
- Klinik für Innere Medizin I, Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Andreas Lind
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Anja Tanck
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Anke Hinney
- Department of Child and Adolescent Psychiatry, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Anna Carreras Nolla
- Genomes for Life-GCAT Lab, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Anna Ludovica Fracanzani
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Anna Peschuck
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | | | - Anne Ma Dyrhol-Riise
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Department of Infectious diseases, Oslo University Hospital, Oslo, Norway
| | | | - Antonio Julià
- Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Hospital Universitari, Barcelona, Spain
| | | | - Antonio Pesenti
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Antonio Voza
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ariadna Rando-Segura
- Microbiology Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain,Universitat Autònoma de Barcelona, Bellatera, Spain
| | - Aurora Solier
- Department of Respiratory Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain,Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), University of Alcalá, Madrid, Spain
| | - Axel Schmidt
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Beatriz Cortes
- Genomes for Life-GCAT Lab, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Beatriz Mateos
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Beatriz Nafria-Jimenez
- Clinical Biochemistry Department, Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, San Sebastian, Spain
| | - Benedikt Schaefer
- Department of Medicine I, Gastroenterology, Hepatology and Endocrinology, Medical University of Innsbruck, Innsbruck, Austria,Christian Doppler Laboratory of Iron and Phosphate Biology at the Department of Medicine I, Medical University of Innsbruck, Innsbruck, Austria
| | - Björn Jensen
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, Medical Faculty Heinrich Heine University, Duesseldorf, Germany
| | - Carla Bellinghausen
- Department of Respiratory Medicine and Allergology, University Hospital, Goethe University, Frankfurt am Main, Germany
| | - Carlo Maj
- Institute of Genomic Statistics and Bioinformatics, University Hospital Bonn, Medical Faculty University of Bonn, Bonn, Germany
| | - Carlos Ferrando
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain,Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Carmen de la Horra
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - Carmen Quereda
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | | | | | - Chiara Scollo
- Department of Transfusion Medicine and Haematology Laboratory, San Gerardo Hospital, Monza, Italy
| | - Christian Herr
- Department of Internal Medicine V—Pneumology, Allergology and Intensive Care Medicine, University Hospital Saarland, Homburg, Germany
| | - Christoph D Spinner
- Department of Internal Medicine II, School of Medicine, University Hospital rechts der Isar, Technical University of Munich, Munich, Germany
| | - Christoph Gassner
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,Institute of Translational Medicine, Private University in the Principality of Liechtenstein (UFL), Triesen, Liechtenstein
| | - Christoph Lange
- Respiratory Medicine and International Health, University of Lübeck, Lübeck, Germany,Division of Clinical Infectious Diseases, Research Center Borstel, Borstel, Germany,Clinical Tuberculosis Unit, German Center for Infection Research (DZIF), Borstel, Germany
| | - Cinzia Hu
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Cinzia Paccapelo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Clara Lehmann
- Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany,German Center for Infection Research (DZIF), Cologne, Germany
| | | | - Claudio Cappadona
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Clinton Azuure
- Research Group for Evolutionary Immunogenomics, Max Planck Institute for Evolutionary Biology, Plön, Germany,Research Unit for Evolutionary Immunogenomics, Department of Biology, University of Hamburg, Hamburg, Germany
| | | | - Cristiana Bianco
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Cristina Cea
- Department of Biochemistry, University Hospital Vall d’Hebron, Barcelona, Spain
| | - Cristina Sancho
- Osakidetza Basque Health Service, Basurto University Hospital, Respiratory Service, Bilbao, Spain
| | - Dag Arne Lihaug Hoff
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway,Department of Medicine, Møre and Romsdal Hospital Trust, Ålesund, Norway
| | - Daniela Galimberti
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Daniele Prati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - David Haschka
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - David Jiménez
- Department of Respiratory Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain,Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), University of Alcalá, Madrid, Spain
| | - David Pestaña
- Department of Anesthesiology and Critical Care, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - David Toapanta
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Eduardo Muñiz-Diaz
- Immunohematology Department, Banc de Sang i Teixits, Autonomous University of Barcelona, Barcelona, Spain
| | - Elena Azzolini
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Elena Sandoval
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Eleonora Binatti
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy,Division of Gastroenterology, School of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Milan, Italy
| | - Elio Scarpini
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Elisabetta Casalone
- Department of Medical Sciences, Università degli Studi di Torino, Turin, Italy
| | - Eloisa Urrechaga
- Osakidetza Basque Health Service, Galdakao Hospital, Respiratory Service, Galdakao, Spain,Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
| | - Elvezia Maria Paraboschi
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Emanuele Pontali
- Department of Infectious Diseases, E.O. Ospedali Galliera, Genova, Italy
| | - Enric Reverter
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Enrique J Calderón
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - Enrique Navas
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Erik Solligård
- Geminicenter for Sepsis Research, Institute of Circulation and Medical Imaging (ISB), NTNU, Trondheim, Norway,Clinic of Anesthesia and Intensive Care, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Ernesto Contro
- Accident and Emergency and Emergency Medicine Unit, San Gerardo Hospital, Monza, Italy
| | | | - Fátima Aziz
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Federico Garcia
- Ibs.Granada Instituto de Investigación Biosanitaria, Granada, Spain,Microbiology Unit. Hospital Universitario Clinico San Cecilio, Granada, Spain,Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Félix García Sánchez
- Histocompatibilidad y Biologia Molecular, Centro de Transfusion de Madrid, Madrid, Spain
| | | | - Filippo Martinelli-Boneschi
- Department of Pathophysiology and Transplantation, Dino Ferrari Center, University of Milan, Milan, Italy,Neurology Unit, IRCCS Fondazione Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Flora Peyvandi
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, Milan, Italy
| | - Florian Kurth
- Charite Universitätsmedizin Berlin, Berlin, Germany,Department of Tropical Medicine, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany,Department of Medicine I, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Francesco Blasi
- Respiratory Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy,Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | | | - Francisco J Medrano
- Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain,Internal Medicine Department, Virgen del Rocio University Hospital, Sevilla, Spain
| | - Francisco Mesonero
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Francisco Rodriguez-Frias
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Hospital Universitari, Barcelona, Spain,Department of Biochemistry, University Hospital Vall d’Hebron, Barcelona, Spain,Microbiology Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain,Universitat Autònoma de Barcelona, Bellatera, Spain,Biochemistry Department, University Hospital Vall d'Hebron, Barcelona, Spain
| | - Frank Hanses
- Emergency Department, University Hospital Regensburg, Regensburg, Germany,Department for Infectious Diseases and Infection Control, University Hospital Regensburg, Regensburg, Germany
| | - Fredrik Müller
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | | | - Giacomo Bellani
- Department Emergency, Anesthesia and Intensive Care, San Gerardo Hospital, Monza, Italy,School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Giacomo Grasselli
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Gianni Pezzoli
- Fondazione Grigioni per il Morbo di Parkinson and Parkinson Institute, ASST Gaetano Pini-CTO, Milan, Italy
| | - Giorgio Costantino
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Giulia Cardamone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Giuseppe Bellelli
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy,Acute Geriatric Unit, San Gerardo Hospital, Monza, Italy
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy,Neurointensive Care Unit, San Gerardo Hospital, Monza, Italy
| | - Giuseppe Foti
- Department Emergency, Anesthesia and Intensive Care, San Gerardo Hospital, Monza, Italy,School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Giuseppe Lamorte
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giuseppe Matullo
- Department of Medical Sciences, Università degli Studi di Torino, Turin, Italy
| | - Guido Baselli
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Holger Neb
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Ilaria My
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Ingo Kurth
- Institute of Human Genetics, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Isabel Hernández
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain,CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Isabell Pink
- Department of Pneumology, Hannover Medical School, Hannover, Germany
| | - Itziar de Rojas
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain,CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Iván Galván-Femenia
- Genomes for Life-GCAT Lab, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Jan Cato Holter
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Jan Egil Afset
- Osakidetza Basque Health Service, Basurto University Hospital, Respiratory Service, Bilbao, Spain,Department of Medical Microbiology, Clinic of Laboratory Medicine, St. Olavs hospital, Trondheim, Norway
| | - Jan Heyckendorf
- Respiratory Medicine and International Health, University of Lübeck, Lübeck, Germany,Division of Clinical Infectious Diseases, Research Center Borstel, Borstel, Germany,Clinical Tuberculosis Unit, German Center for Infection Research (DZIF), Borstel, Germany
| | - Jan Kässens
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Jan Kristian Damås
- Department of Infectious Diseases, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway,Department of Clinical and Molecular Medicine, NTNU, Trondheim, Norway
| | - Jan Rybniker
- Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany,German Centre for Infection Research (DZIF), Cologne, Germany
| | - Janine Altmüller
- Cologne Center for Genomics (CCG), University of Cologne, Cologne, Germany
| | - Javier Ampuero
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Digestive Diseases Unit, Virgen del Rocio University Hospital, Institute of Biomedicine of Seville, University of Seville, Seville, Spain
| | - Javier Martín
- Institute of Parasitology and Biomedicine Lopez-Neyra, CSIC, Granada, Spain
| | - Jeanette Erdmann
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany,German Research Center for Cardiovascular Research, Lübeck, Germany,University Heart Center Lübeck, Lübeck, Germany
| | - Jesus M Banales
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute—Donostia University Hospital, University of the Basque Country (UPV/EHU), CIBERehd, Ikerbasque, San Sebastian, Spain,Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Joan Ramon Badia
- Respiratory ICU, Institut Clínic Respiratory, Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Joaquin Dopazo
- Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,Bioinformatics Area, Fundación Progreso y Salud, and Institute of Biomedicine of Sevilla (IBIS), Sevilla, Spain
| | - Jochen Schneider
- Department of Internal Medicine V—Pneumology, Allergology and Intensive Care Medicine, University Hospital Saarland, Homburg, Germany
| | - Jonas Bergan
- Department of Research, Ostfold Hospital Trust, Gralum, Norway
| | - Jordi Barretina
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Jörn Walter
- Department of Genetics & Epigenetics, Saarland University, Saarbrücken, Germany
| | - Jose Hernández Quero
- Ibs.Granada Instituto de Investigación Biosanitaria, Granada, Spain,Department of Infectious Diseases, Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Josune Goikoetxea
- Infectious Diseases Service, Osakidetza, Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
| | - Juan Delgado
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - Juan M Guerrero
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain
| | - Julia Fazaal
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Julia Kraft
- Charite Universitätsmedizin Berlin, Berlin, Germany
| | - Julia Schröder
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Kari Risnes
- Department of Clinical and Molecular Medicine, NTNU, Trondheim, Norway,Department of Research, St. Olav Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Karina Banasik
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Karl Erik Müller
- Medical Department, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Karoline I Gaede
- Research Center Borstel, BioMaterialBank Nord, Borstel, Germany,German Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany,Popgen 2.0 Network (P2N), Kiel, Germany
| | - Koldo Garcia-Etxebarria
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute—Donostia University Hospital, University of the Basque Country (UPV/EHU), CIBERehd, Ikerbasque, San Sebastian, Spain
| | - Kristian Tonby
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Department of Infectious diseases, Oslo University Hospital, Oslo, Norway
| | - Lars Heggelund
- Medical Department, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway,Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Laura Izquierdo-Sanchez
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute—Donostia University Hospital, University of the Basque Country (UPV/EHU), CIBERehd, Ikerbasque, San Sebastian, Spain,Biodonostia Health Research Institute, Donostia University Hospital, San Sebastian, Spain
| | - Laura Rachele Bettini
- Pediatric Departement, Centro Tettamanti-European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Ospedale, San Gerardo, Italy
| | - Lauro Sumoy
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | | | | | | | - Lindokuhle Nkambule
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Stanley Center for Psychiatric Research & Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lisa Knopp
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, Medical Faculty Heinrich Heine University, Duesseldorf, Germany
| | - Lise Tuset Gustad
- Geminicenter for Sepsis Research, Institute of Circulation and Medical Imaging (ISB), NTNU, Trondheim, Norway,Clinic of Medicine and Rehabilitation, Levanger Hospital, Nord-Trondelag Hospital Trust, Levanger, Norway
| | | | - Luigi Santoro
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Luis Téllez
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Luisa Roade
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain,Department of Respiratory Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | | | - Maider Intxausti
- Osakidetza Basque Health Service, Basurto University Hospital, Respiratory Service, Bilbao, Spain
| | - Manolis Kogevinas
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,ISGlobal, Barcelona, Spain,Universitat Pompeu Fabra (UPF), Barcelona, Spain,IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Mar Riveiro-Barciela
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain,Universitat Autònoma de Barcelona, Bellatera, Spain
| | - Marc M Berger
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | | | - Mari E K Niemi
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - María A Gutiérrez-Stampa
- Osakidetza, OSI Donostialdea, Altza Primary Care, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Maria Carrabba
- Internal Medicine Department, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Maria E Figuera Basso
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Maria Grazia Valsecchi
- Center of Bioinformatics, Biostatistics and Bioimaging, School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | | | - Maria J G T Vehreschild
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt & Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Maria Manunta
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Mariella D'Angiò
- Pediatric Departement, Centro Tettamanti-European Reference Network (ERN) PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM/Ospedale, San Gerardo, Italy
| | - Marina Baldini
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Marina Cazzaniga
- Phase 1 Research Centre, ASST Monza, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Marit M Grimsrud
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Division of Surgery, Inflammatory Diseases and Transplantation, Research Institute for Internal Medicine, Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway,Division of Surgery, Inflammatory Diseases and Transplantation, Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Markus Cornberg
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Marta Marquié
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain,CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | | | - Mattia Cordioli
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Maurizio Cecconi
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Mauro D'Amato
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain,Gastrointestinal Genetics Lab, CIC bioGUNE—BRTA, Derio, Spain,Department of Medicine and Surgery, LUM University, Casamassima, Italy
| | - Max Augustin
- Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany,German Center for Infection Research (DZIF), Cologne, Germany
| | - Melissa Tomasi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mercè Boada
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain,CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Michael Dreher
- Department of Pneumology and Intensive Care Medicine, University Hospital Aachen, Aachen, Germany
| | - Michael J Seilmaier
- Munich Clinic Schwabing, Academic Teaching Hospital, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Michael Joannidis
- Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Michael Wittig
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | | | | | - Miguel Rodríguez-Gandía
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | | | - Monica Miozzo
- University of Milan, Milan, Italy,Internal Medicine Department, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Natale Imaz Ayo
- Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
| | - Natalia Blay
- Genomes for Life-GCAT Lab, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Natalia Chueca
- Microbiology Unit. Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Nicola Montano
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicole Braun
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,University Hospital Schleswig-Holstein, Kiel, Germany
| | - Nicole Ludwig
- Department of Human Genetics, Center of Human and Molecular Biology, University Hospital Saarland, Homburg/Saar, Germany
| | - Nikolaus Marx
- Department of Internal Medicine I, RWTH Aachen University Hospital, Aachen, Germany
| | - Nilda Martínez
- Department of Anesthesiology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | | | - Oliver A Cornely
- Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,German Center for Infection Research (DZIF), Cologne, Germany,Faculty of Medicine and University Hospital Cologne, Clinical Trials Centre Cologne (ZKS Köln), University of Cologne, Cologne, Germany
| | - Oliver Witzke
- Department of Infectious Diseases, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Orazio Palmieri
- Gastroenterology Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | | | - Paola Faverio
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy,Pulmonary Unit, San Gerardo Hospital, Monza, Italy
| | | | - Paolo Bonfanti
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy,Infectious Diseases Unit, San Gerardo Hospital, Monza, Italy
| | - Paolo Omodei
- Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | | | - Pedro Castro
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain
| | - Pedro M Rodrigues
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute—Donostia University Hospital, University of the Basque Country (UPV/EHU), CIBERehd, Ikerbasque, San Sebastian, Spain,Ikerbasque, Basque Foundation for Science, Bilbao, Spain,Biodonostia Health Research Institute, Donostia University Hospital, San Sebastian, Spain
| | - Pedro Pablo España
- Osakidetza Basque Health Service, Galdakao Hospital, Respiratory Service, Galdakao, Spain
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Philipp Schommers
- Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany,German Center for Infection Research (DZIF), Cologne, Germany
| | | | - Raúl de Pablo
- Department of Intensive Care, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Ricard Ferrer
- Intensive Care Department, Vall d'Hebron University Hospital, SODIR-VHIR research group, Barcelona, Spain
| | - Robert Bals
- Department of Internal Medicine V—Pneumology, Allergology and Intensive Care Medicine, University Hospital Saarland, Homburg, Germany
| | - Roberta Gualtierotti
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Rocío Gallego-Durán
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain
| | - Rosa Nieto
- Department of Respiratory Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain,Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), University of Alcalá, Madrid, Spain
| | - Rossana Carpani
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Rubén Morilla
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | | | - Sammra Haider
- Department of Medicine, Møre & Romsdal Hospital Trust, Molde, Norway
| | - Sandra Ciesek
- Institute of Medical Virology, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany,German Centre for Infection Research (DZIF), Frankfurt am Main, Germany
| | - Sandra May
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Sara Bombace
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Sara Marsal
- Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Hospital Universitari, Barcelona, Spain
| | - Sara Pigazzini
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Sebastian Klein
- Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Serena Pelusi
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Sibylle Wilfling
- Department for Infectious Diseases and Infection Control, University Hospital Regensburg, Regensburg, Germany,Zentrum für Humangenetik Regensburg, Regensburg, Germany,Department of Neurology, Bezirksklinikum Regensburg, University of Regensburg, Regensburg, Germany
| | - Silvano Bosari
- University of Milan, Milan, Italy,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Sonja Volland
- Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Soumya Raychaudhuri
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA,Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA,Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA,Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA,Center for Data Sciences, Brigham and Women’s Hospital, Boston, MA, USA,Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,Klinik für Innere Medizin I, Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Stefanie Heilmann-Heimbach
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Stefano Aliberti
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | | | - Susanne Dudman
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Tanja Wesse
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Tenghao Zheng
- School of Biological Sciences, Monash University, Clayton, VIC, Australia
| | | | - Thomas Bahmer
- Klinik für Innere Medizin I, Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Thomas Eggermann
- Institute of Human Genetics, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Thomas Illig
- Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Tomas Pumarola
- Department of Microbiology, University Hospital Vall d’Hebron, Barcelona, Spain,Autonoma University of Barcelona, Barcelona, Spain
| | - Torsten Feldt
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, Medical Faculty Heinrich Heine University, Duesseldorf, Germany
| | - Trine Folseraas
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Division of Surgery, Inflammatory Diseases and Transplantation, Research Institute for Internal Medicine, Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway,Division of Surgery, Inflammatory Diseases and Transplantation, Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital Rikshospitalet, Oslo, Norway,Division for Cancer Medicine, Surgery and Transplantation, Section for Gastroenterology, Department of Transplantation Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | | | - Ulf Landmesser
- Berlin Institute of Health, Charite Universitätsmedizin Berlin, Berlin Germany
| | - Ulrike Protzer
- Institute of Virology, Technical University Munich/Helmholtz Zentrum München, Munich, Germany,German Center for Infection Research (DZIF), Munich, Germany
| | - Ute Hehr
- Zentrum für Humangenetik Regensburg, Regensburg, Germany
| | - Valeria Rimoldi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Valter Monzani
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Vegard Skogen
- Department of Infectious Diseases, University Hospital of North Norway, Tromsø, Norway,Faculty of Health Sciences, UIT The Arctic University of Norway, Norway
| | - Verena Keitel
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, Medical Faculty Heinrich Heine University, Duesseldorf, Germany
| | - Verena Kopfnagel
- Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Vicente Friaza
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - Victor Andrade
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Medical Faculty, Bonn, Germany
| | - Victor Moreno
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain,Catalan Institute of Oncology (ICO), Barcelona, Spain,Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain,Universitat de Barcelona (UB), Barcelona, Spain
| | - Wolfgang Albrecht
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Wolfgang Peter
- Stefan-Morsch-Stiftung, Birkenfeld, Germany,Faculty of Medicine and University Hospital Cologne, Institute for Transfusion Medicine, University of Cologne, Cologne, Germany
| | | | - Xavier Farre
- Genomes for Life-GCAT Lab, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Xiaoli Yi
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Xiaomin Wang
- Charite Universitätsmedizin Berlin, Berlin, Germany
| | - Yascha Khodamoradi
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt & Goethe University Frankfurt, Frankfurt am Main, Germany
| | | | - Anna Latiano
- Gastroenterology Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Siegfried Goerg
- Institute of Transfusionsmedicine, University Hospital Schleswig-Holstein (UKSH), Kiel, Germany
| | - Petra Bacher
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,Institute of Immunology, Christian-Albrechts-University of Kiel and UKSH Schleswig-Holstein, Kiel, Germany
| | - Philipp Koehler
- Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - Florian Tran
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany,Klinik für Innere Medizin I, Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Heinz Zoller
- Department of Medicine I, Gastroenterology, Hepatology and Endocrinology, Medical University of Innsbruck, Innsbruck, Austria,Christian Doppler Laboratory of Iron and Phosphate Biology at the Department of Medicine I, Medical University of Innsbruck, Innsbruck, Austria
| | - Eva C Schulte
- Institute of Virology, Technical University Munich/Helmholtz Zentrum München, Munich, Germany,Institute of Psychiatric Phenomics and Genomics, University Medical Center, University of Munich, Munich, Germany,Department of Psychiatry, University Medical Center, University of Munich, Munich, Germany
| | | | - Kerstin U Ludwig
- Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Javier Fernández
- Hospital Clinic, University of Barcelona, and IDIBAPS, Barcelona, Spain,European Foundation for the Study of Chronic Liver Failure (EF-CLIF), Barcelona, Spain
| | - Manuel Romero-Gómez
- Hospital Universitario Virgen del Rocío de Sevilla, Sevilla, Spain,Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Instituto de Biomedicina de Sevilla (IBIS), Sevilla, Spain,University of Sevilla, Sevilla, Spain,Digestive Diseases Unit, Virgen del Rocio University Hospital, Institute of Biomedicine of Seville, University of Seville, Seville, Spain
| | - Agustín Albillos
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), University of Alcalá, Madrid, Spain
| | - Pietro Invernizzi
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy,Division of Gastroenterology, School of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milano-Bicocca, Milan, Italy
| | - Maria Buti
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain,Universitat Autònoma de Barcelona, Bellatera, Spain
| | - Stefano Duga
- IRCCS Humanitas Research Hospital, Milan, Italy,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luis Bujanda
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain,Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute—Donostia University Hospital, University of the Basque Country (UPV/EHU), CIBERehd, Ikerbasque, San Sebastian, Spain
| | | | | | | | | | | | | | | | - Andre Franke
- To whom correspondence should be addressed. (Frauke Degenhardt) and (Andre Franke)
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Gerussi A, Paraboschi EM, Cappadona C, Caime C, Binatti E, Cristoferi L, Asselta R, Invernizzi P. The Role of Epigenetics in Primary Biliary Cholangitis. Int J Mol Sci 2022; 23:ijms23094873. [PMID: 35563266 PMCID: PMC9105933 DOI: 10.3390/ijms23094873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 04/25/2022] [Accepted: 04/26/2022] [Indexed: 12/12/2022] Open
Abstract
Primary Biliary Cholangitis (PBC) is a rare autoimmune disease of the liver, affecting mostly females. There is evidence that epigenetic changes have a pathogenic role in PBC. Epigenetic modifications are related to methylation of CpG DNA islands, post-translational modifications of histone proteins, and non-coding RNAs. In PBC, there are data showing a dysregulation of all these levels, especially in immune cells. In addition, epigenetics seems to be involved in complex phenomena such as X monosomy or abnormalities in the process of X chromosome inactivation, which have been reported in PBC and appear to influence its sex imbalance and pathogenesis. We review here historical data on epigenetic modifications in PBC, present new data, and discuss possible links among X-chromosome abnormalities at a genetic and epigenetic level, PBC pathogenesis, and PBC sex imbalance.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (C.C.); (E.B.); (L.C.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Elvezia Maria Paraboschi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (E.M.P.); (C.C.); (R.A.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Claudio Cappadona
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (E.M.P.); (C.C.); (R.A.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Chiara Caime
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (C.C.); (E.B.); (L.C.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Eleonora Binatti
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (C.C.); (E.B.); (L.C.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (C.C.); (E.B.); (L.C.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (E.M.P.); (C.C.); (R.A.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (C.C.); (E.B.); (L.C.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
- Correspondence:
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18
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Pape S, Snijders RJALM, Gevers TJG, Chazouilleres O, Dalekos GN, Hirschfield GM, Lenzi M, Trauner M, Manns MP, Vierling JM, Montano-Loza AJ, Lohse AW, Schramm C, Drenth JPH, Heneghan MA, Alvarez F, Andrade R, Arikan C, Assis D, Bardou-Jacquet E, Biewenga M, Cancado E, Cazzagon N, Chazouillères O, Colloredo G, Cuarterolo M, Dalekos G, Debray D, Robles-Díaz M, Drenth J, Dyson J, Efe C, Engel B, Ferri S, Fontana R, Gatselis N, Gerussi A, Halilbasic E, Halliday N, Heneghan M, Hirschfield G, van Hoek B, Hørby Jørgensen M, Indolfini G, Iorio R, Jeong S, Jones D, Kelly D, Kerkar N, Lacaille F, Lammert C, Leggett B, Lenzi M, Levy C, Liberal R, Lleo A, Lohse A, Ines Lopez S, de Martin E, McLin V, Mieli-Vergani G, Milkiewicz P, Mohan N, Muratori L, Nebbia G, van Nieuwkerk C, Oo Y, Ortega A, Páres A, Pop T, Pratt D, Purnak T, Ranucci G, Rushbrook S, Schramm C, Stättermayer A, Swain M, Tanaka A, Taubert R, Terrabuio D, Terziroli B, Trauner M, Valentino P, van den Brand F, Villamil A, Wahlin S, Ytting H, Zachou K, Zeniya M. Systematic review of response criteria and endpoints in autoimmune hepatitis by the International Autoimmune Hepatitis Group. J Hepatol 2022; 76:841-849. [PMID: 35066089 DOI: 10.1016/j.jhep.2021.12.041] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 11/18/2021] [Accepted: 12/11/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Autoimmune hepatitis (AIH) has been well characterised and codified through the development of diagnostic criteria. These criteria have been adapted and simplified and are widely used in clinical practice. However, there is a need to update and precisely define the criteria for both treatment response and treatment. METHODS A systematic review was performed and a modified Delphi consensus process was used to identify and redefine the response criteria in autoimmune hepatitis. RESULTS The consensus process initiated by the International Autoimmune Hepatitis Group proposes that the term 'complete biochemical response' defined as 'normalization of serum transaminases and IgG below the upper limit of normal' be adopted to include a time point at 6 months after initiation of treatment. An insufficient response by 6 months was a failure to meet the above definition. Non-response was defined as '<50% decrease of serum transaminases within 4 weeks after initiation of treatment'. Remission is defined as liver histology with a Hepatitis Activity Index <4/18. Intolerance to treatment was agreed to stand for 'any adverse event possibly related to treatment leading to potential drug discontinuation'. CONCLUSIONS These definitions provide a simple and reproducible framework to define treatment response and non-response, irrespective of the therapeutic intervention. A consensus on endpoints is urgently required to set a global standard for the reporting of study results and to enable inter-study comparisons. Future prospective database studies are needed to validate these endpoints. LAY SUMMARY Consensus among international experts on response criteria and endpoints in autoimmune hepatitis is lacking. A consensus on endpoints is urgently required to set a global standard for the reporting of study results and to enable the comparison of results between clinical trials. Therefore, the International Autoimmune Hepatitis Group (IAIHG) herein presents a statement on 5 agreed response criteria and endpoints: complete biochemical response, insufficient response, non-response, remission, and intolerance to treatment, which can be used to guide future reporting.
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Affiliation(s)
- Simon Pape
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Romée J A L M Snijders
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Tom J G Gevers
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands; Division of Gastroenterology and Hepatology, Maastricht University Medical Center, Maastricht 6229HX, The Netherlands; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Oliver Chazouilleres
- Hepatology Department, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis, Saint-Antoine Hospital Assistance Publique-Hôpitaux de Paris, Paris, France; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - George N Dalekos
- Department of Medicine and Research Laboratory of Internal Medicine, University of Thessaly Medical School, Larissa, Greece
| | - Gideon M Hirschfield
- Toronto Centre for Liver Disease, University Health Network, University of Toronto, Toronto, Canada
| | - Marco Lenzi
- Department of Medical and Surgical Sciences, Sant'Orsola-Malpighi, University of Bologna, Bologna, Italy
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Michael P Manns
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - John M Vierling
- Departments of Medicine and Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Aldo J Montano-Loza
- Division of Gastroenterology and Hepatology, University of Alberta Hospital, Edmonton, Canada
| | - Ansgar W Lohse
- 1(st) Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Christoph Schramm
- 1(st) Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Martin Zeitz Centre for Rare Diseases, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Joost P H Drenth
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands; European Reference Network on Hepatological Diseases (ERN RARE-LIVER)
| | - Michael A Heneghan
- Institute of Liver Studies, King's College Hospital, London, United Kingdom; European Reference Network on Hepatological Diseases (ERN RARE-LIVER).
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19
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Gerussi A, Caime C, Binatti E, Cristoferi L, Asselta R, Gershwin EM, Invernizzi P. X marks the spot in autoimmunity. Expert Rev Clin Immunol 2022; 18:429-437. [PMID: 35349778 DOI: 10.1080/1744666x.2022.2060203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Autoimmune diseases mostly affect females. Besides hormones, several factors related to chromosome X have been called in action to explain this sex predominance. AREAS COVERED This paper provides an overview on the role of chromosome X (chrX) in explaining why females have higher susceptibility to autoimmunity. The work outlines some essential concepts regarding chrX inactivation, escape from chrX inactivation and the evolutionary history of chrX. In addition, we will discuss the concept of gene escape in immune cells, with examples related to specific X-linked genes and autoimmune diseases. EXPERT OPINION There is growing evidence that many genes present on chrX escape inactivation, and some of them have significant immune-mediated functions. In immune cells of female individuals the escape of these genes is not constant, but the knowledge of the mechanisms controlling this plasticity are not completely understood. Future studies aimed at the characterization of these modifications at single-cell resolution, together with conformational 3D studies of the inactive X chromosome, will hopefully help to fill this gap of knowledge.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Chiara Caime
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Eleonora Binatti
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.,Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Eric M Gershwin
- Division of Rheumatology, Allergy and Clinical Immunology, University of California, Davis, Davis, CA, USA
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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20
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Gerussi A, Verda D, Bernasconi DP, Carbone M, Komori A, Abe M, Inao M, Namisaki T, Mochida S, Yoshiji H, Hirschfield G, Lindor K, Pares A, Corpechot C, Cazzagon N, Floreani A, Marzioni M, Alvaro D, Vespasiani-Gentilucci U, Cristoferi L, Valsecchi MG, Muselli M, Hansen BE, Tanaka A, Invernizzi P, Hansen BE, Tanaka A, Invernizzi P. Machine learning in primary biliary cholangitis: A novel approach for risk stratification. Liver Int 2022; 42:615-627. [PMID: 34951722 DOI: 10.1111/liv.15141] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 12/13/2021] [Accepted: 12/16/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS Machine learning (ML) provides new approaches for prognostication through the identification of novel subgroups of patients. We explored whether ML could support disease sub-phenotyping and risk stratification in primary biliary cholangitis (PBC). METHODS ML was applied to an international dataset of PBC patients. The dataset was split into a derivation cohort (training set) and a validation cohort (validation set), and key clinical features were analysed. The outcome was a composite of liver-related death or liver transplantation. ML and standard survival analysis were performed. RESULTS The training set was composed of 11,819 subjects, while the validation set was composed of 1,069 subjects. ML identified four clusters of patients characterized by different phenotypes and long-term prognosis. Cluster 1 (n = 3566) included patients with excellent prognosis, whereas Cluster 2 (n = 3966) consisted of individuals at worse prognosis differing from Cluster 1 only for albumin levels around the limit of normal. Cluster 3 (n = 2379) included young patients with florid cholestasis and Cluster 4 (n = 1908) comprised advanced cases. Further sub-analyses on the dynamics of albumin within the normal range revealed that ursodeoxycholic acid-induced increase of albumin >1.2 x lower limit of normal (LLN) is associated with improved transplant-free survival. CONCLUSIONS Unsupervised ML identified four novel groups of PBC patients with different phenotypes and prognosis and highlighted subtle variations of albumin within the normal range. Therapy-induced increase of albumin >1.2 x LLN should be considered a treatment goal.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | | | - Davide Paolo Bernasconi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Atsumasa Komori
- Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Nagasaki, Japan
| | - Masanori Abe
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Mie Inao
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Saitama Medical University, Saitama, Japan
| | - Tadashi Namisaki
- Department of Gastroenterology, Nara Medical University, Nara, Japan
| | - Satoshi Mochida
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Saitama Medical University, Saitama, Japan
| | - Hitoshi Yoshiji
- Department of Gastroenterology, Nara Medical University, Nara, Japan
| | - Gideon Hirschfield
- Toronto Centre for Liver Disease, Toronto Western & General Hospital, University Health Network, Toronto, Ontario, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Keith Lindor
- Division of Gastroenterology and Hepatology, Mayo Clinic, Phoenix, Arizona, United States.,Arizona State University, Phoenix, Arizona, United States
| | - Albert Pares
- Liver Unit, Hospital Clínic, CIBERehd, IDIBAPS, University of Barcelona, Barcelona, Spain.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hospital Clinic de Barcelona, Barcelona, Spain
| | - Christophe Corpechot
- Centre de Référence des Maladies Inflammatoires des Voies Biliaires et des Hépatites auto-immunes, Hôpital Saint- Antoine, APHP-Sorbonne Université, Paris, France.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hôpital Saint-Antoine, Paris, France
| | - Nora Cazzagon
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Azienda Ospedale - Università Padova, Padova, Italy
| | - Annarosa Floreani
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy.,Scientific Institute for Research, Hospitalization and Healthcare, Verona, Italy
| | - Marco Marzioni
- Division of Gastroenterology and Hepatology, Ospedali Riuniti University Hospital, Ancona, Italy
| | - Domenico Alvaro
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.,Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Maria Grazia Valsecchi
- Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Marco Muselli
- Rulex Inc, Newton, Massachusetts, USA.,Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy, Genova, Italy
| | - Bettina E Hansen
- Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Nagasaki, Japan.,Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Bettina E Hansen
- Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Nagasaki, Japan.,Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Japan
| | - Pietro Invernizzi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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21
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Efe C, Lammert C, Taşçılar K, Dhanasekaran R, Ebik B, Higuera-de la Tijera F, Calışkan AR, Peralta M, Gerussi A, Massoumi H, Catana AM, Purnak T, Rigamonti C, Aldana AJG, Khakoo N, Nazal L, Frager S, Demir N, Irak K, Melekoğlu-Ellik Z, Kacmaz H, Balaban Y, Atay K, Eren F, Alvares-da-Silva MR, Cristoferi L, Urzua Á, Eşkazan T, Magro B, Snijders R, Barutçu S, Lytvyak E, Zazueta GM, Demirezer-Bolat A, Aydın M, Heurgue-Berlot A, De Martin E, Ekin N, Yıldırım S, Yavuz A, Bıyık M, Narro GC, Kıyıcı M, Akyıldız M, Kahramanoğlu-Aksoy E, Vincent M, Carr RM, Günşar F, Reyes EC, Harputluoğlu M, Aloman C, Gatselis NK, Üstündağ Y, Brahm J, Vargas NCE, Güzelbulut F, Garcia SR, Aguirre J, Anders M, Ratusnu N, Hatemi I, Mendizabal M, Floreani A, Fagiuoli S, Silva M, Idilman R, Satapathy SK, Silveira M, Drenth JPH, Dalekos GN, N Assis D, Björnsson E, Boyer JL, Yoshida EM, Invernizzi P, Levy C, Montano-Loza AJ, Schiano TD, Ridruejo E, Wahlin S. Effects of immunosuppressive drugs on COVID-19 severity in patients with autoimmune hepatitis. Liver Int 2022; 42:607-614. [PMID: 34846800 DOI: 10.1111/liv.15121] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 11/25/2021] [Accepted: 11/28/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND We investigated associations between baseline use of immunosuppressive drugs and severity of Coronavirus Disease 2019 (COVID-19) in autoimmune hepatitis (AIH). PATIENTS AND METHODS Data of AIH patients with laboratory confirmed COVID-19 were retrospectively collected from 15 countries. The outcomes of AIH patients who were on immunosuppression at the time of COVID-19 were compared to patients who were not on AIH medication. The clinical courses of COVID-19 were classified as (i)-no hospitalization, (ii)-hospitalization without oxygen supplementation, (iii)-hospitalization with oxygen supplementation by nasal cannula or mask, (iv)-intensive care unit (ICU) admission with non-invasive mechanical ventilation, (v)-ICU admission with invasive mechanical ventilation or (vi)-death and analysed using ordinal logistic regression. RESULTS We included 254 AIH patients (79.5%, female) with a median age of 50 (range, 17-85) years. At the onset of COVID-19, 234 patients (92.1%) were on treatment with glucocorticoids (n = 156), thiopurines (n = 151), mycophenolate mofetil (n = 22) or tacrolimus (n = 16), alone or in combinations. Overall, 94 (37%) patients were hospitalized and 18 (7.1%) patients died. Use of systemic glucocorticoids (adjusted odds ratio [aOR] 4.73, 95% CI 1.12-25.89) and thiopurines (aOR 4.78, 95% CI 1.33-23.50) for AIH was associated with worse COVID-19 severity, after adjusting for age-sex, comorbidities and presence of cirrhosis. Baseline treatment with mycophenolate mofetil (aOR 3.56, 95% CI 0.76-20.56) and tacrolimus (aOR 4.09, 95% CI 0.69-27.00) were also associated with more severe COVID-19 courses in a smaller subset of treated patients. CONCLUSION Baseline treatment with systemic glucocorticoids or thiopurines prior to the onset of COVID-19 was significantly associated with COVID-19 severity in patients with AIH.
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Affiliation(s)
- Cumali Efe
- Department of Gastroenterology, Harran University Hospital, Şanlıurfa, Turkey
| | - Craig Lammert
- Department of Medicine Indiana, University School of Medicine Indianapolis, Indianapolis, Indiana, USA
| | - Koray Taşçılar
- Department of Medicine 3-Rheumatology and Immunology, Friedrich-Alexander University (FAU) Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Renumathy Dhanasekaran
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Stanford, California, USA
| | - Berat Ebik
- Department of Gastroenterology, Gazi Yaşargil Education and Research Hospital, Diyarbakir, Turkey
| | | | - Ali R Calışkan
- Department of Gastroenterology, Adıyaman University, Adıyaman, Turkey
| | - Mirta Peralta
- Hepatology Section, Hospital Francisco J Muñiz, Ciudad Autónoma de Buenos Aires, Argentina.,Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Hatef Massoumi
- Department of Medicine, Montefiore Medical Center, Bronx, New York, USA
| | - Andreea M Catana
- Division of Gastroenterology/Hepatology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Tugrul Purnak
- Division of Gastroenterology, Hepatology and Nutrition, McGovern Medical School, Houston, Texas, USA
| | - Cristina Rigamonti
- Department of Translational Medicine, Università del Piemonte Orientale UPO, Novara, Italy.,Division of Internal Medicine, "AOU Maggiore della Carità", Novara, Italy
| | - Andres J G Aldana
- Gastroenterology and Hepatology Unit, Fundación Santa Fe de Bogotá y universidad de Los Andes, Bogotá, Colombia
| | - Nidah Khakoo
- Division of Digestive Health and Liver Diseases, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Leyla Nazal
- Gastroenterology and Hepatology Unit, Clínica Las Condes, Santiago de Chile, Chile
| | - Shalom Frager
- Department of Medicine, Montefiore Medical Center, Bronx, New York, USA
| | - Nurhan Demir
- Department of Gastroenterology, Haseki Training and Research Hospital, Istanbul, Turkey
| | - Kader Irak
- Department of Gastroenterology, SBU Kanuni Sultan Süleyman Training and Research Hospital, Istanbul, Turkey
| | | | - Hüseyin Kacmaz
- Department of Gastroenterology, Adıyaman University, Adıyaman, Turkey
| | - Yasemin Balaban
- Department of Gastroenterology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Kadri Atay
- Departmant of Gastroenterology, Mardin State Hospital, Mardin, Turkey
| | - Fatih Eren
- Departmant of Gastroenterology, Ordu State Hospital, Ordu, Turkey
| | - Mario R Alvares-da-Silva
- Gastroenterology and Hepatology Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Álvaro Urzua
- Gastroenterology and Hepatology Unit. Hospital Clínico, Universidad de Chile, Santiago de Chile, Chile
| | - Tuğçe Eşkazan
- Department of Gastroenterology, Cerrahpaşa School of Medicine, İstanbul, Turkey
| | - Bianca Magro
- Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII-Bergamo, Bergamo, Italy
| | - Romee Snijders
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Nijmegen, The Netherlands
| | - Sezgin Barutçu
- Department of Gastroenterology, University of Gaziantep Medical Faculty, Gaziantep, Turkey
| | - Ellina Lytvyak
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Godolfino M Zazueta
- Gastroenterology Unit, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Ciudad de México, México
| | | | - Mesut Aydın
- School of Medicine, Department of Gastroenterology, Van Yuzuncu Yil University, Van, Turkey
| | | | - Eleonora De Martin
- Centre Hepato-Biliaire, Hôpital Paul-Brousse, FHU Hepatinov, INSERM Unit UMR 1193, Univ Paris-Saclay, Gif-sur-Yvette, France
| | - Nazım Ekin
- Department of Gastroenterology, Gazi Yaşargil Education and Research Hospital, Diyarbakir, Turkey
| | - Sümeyra Yıldırım
- Department of Gastroenterology, Erciyes Hospital, Kayseri, Turkey
| | - Ahmet Yavuz
- Division of Gastroenterology, Meram School of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Murat Bıyık
- Division of Gastroenterology, Meram School of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Graciela C Narro
- Gastroenterology Unit, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Ciudad de México, México
| | - Murat Kıyıcı
- Department of Gastroenterology, Medical Faculty, Uludag University, Bursa, Turkey
| | - Murat Akyıldız
- Department of Gastroenterology, Koc University School of Medicine, Istanbul, Turkey
| | | | - Maria Vincent
- Department of Internal Medicine, Donald and Barbara Zucker School of Medicine, Northwell Health, Manhasset, NY, USA
| | - Rotonya M Carr
- Division of Gastroenterology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Fulya Günşar
- Department of Gastroenterology, Ege University School of Medicine, İzmir, Turkey
| | - Eira C Reyes
- Hepatology Unit. Hospital Militar Central de México, Ciudad de México, México
| | - Murat Harputluoğlu
- Department of Gastroenterology, Inönü University School of Medicine, Malatya, Turkey
| | - Costica Aloman
- Section of Hepatology, Rush University Medical Center, Chicago, Illinois, USA
| | - Nikolaos K Gatselis
- Department of Medicine and Research Laboratory of Internal Medicine, National Expertise Center of Greece in Autoimmune Liver Diseases, General University Hospital of Larissa, Larissa, Greece
| | - Yücel Üstündağ
- Department of Gastroenterology, Bulent Ecevit University of Medicine, Zonguldak, Turkey
| | - Javier Brahm
- Gastroenterology Unit, Clínica Las Condes, Santiago, Chile
| | - Nataly C E Vargas
- Hepatology Unit Hospital Nacional Almanzor Aguinaga Asenjo, Chiclayo, Perú
| | - Fatih Güzelbulut
- Department of Gastroenterology, Haydarpaşa Numune Education and Research Hospital, İstanbul, Turkey
| | - Sandro R Garcia
- Gastroenterology Unit, Hospital Víctor Lazarte Echegaray, Trujillo, Perú
| | - Jonathan Aguirre
- Hepatology Unit, Hospital Ángeles Pedregal, Ciudad de México, México
| | - Margarita Anders
- Hepatology and Liver Transplant Unit, Hospital Alemán, Buenos Aires, Argentina
| | - Natalia Ratusnu
- Hepatology Unit, Hospital Regional de Ushuaia, Ushuaia, Argentina
| | - Ibrahim Hatemi
- Department of Gastroenterology, Cerrahpaşa School of Medicine, İstanbul, Turkey
| | - Manuel Mendizabal
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina.,Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina
| | - Annarosa Floreani
- Scientific Consultant IRCCS Negrar, Verona, Italy.,Senior Scholar, University of Padova, Padova, Italy
| | - Stefano Fagiuoli
- Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII-Bergamo, Bergamo, Italy
| | - Marcelo Silva
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina.,Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina
| | - Ramazan Idilman
- Department of Gastroenterology, Ankara University Medical Faculty, Ankara, Turkey
| | - Sanjaya K Satapathy
- Department of Internal Medicine, Donald and Barbara Zucker School of Medicine, Northwell Health, Manhasset, NY, USA
| | - Marina Silveira
- Department of Medicine, Section of Digestive Diseases Yale School of Medicine, New Haven, Connecticut, USA
| | - Joost P H Drenth
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Nijmegen, The Netherlands
| | - George N Dalekos
- Department of Medicine and Research Laboratory of Internal Medicine, National Expertise Center of Greece in Autoimmune Liver Diseases, General University Hospital of Larissa, Larissa, Greece
| | - David N Assis
- Department of Medicine, Section of Digestive Diseases Yale School of Medicine, New Haven, Connecticut, USA
| | - Einar Björnsson
- Department of Internal Medicine, Section of Gastroenterology, Landspitali University Hospital, Reykjavik, Iceland
| | - James L Boyer
- Department of Medicine, Section of Digestive Diseases Yale School of Medicine, New Haven, Connecticut, USA
| | - Eric M Yoshida
- Division of Gastroenterology, University of British Columbia and Vancouver General Hospital, Vancouver, Canada
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Cynthia Levy
- Division of Digestive Health and Liver Diseases, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Aldo J Montano-Loza
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Thomas D Schiano
- Division of Liver Diseases, The Mount Sinai Medical Center, New York, New York, USA
| | - Ezequiel Ridruejo
- Latin American Liver Research Educational and Awareness Network (LALREAN), Pilar, Argentina.,Hepatology and Liver Transplant Unit, Hospital Universitario Austral, Pilar, Argentina.,Hepatology Section, Department of Medicine, Centro de Educación Médica e Investigaciones Clínicas, CEMIC, Ciudad Autónoma de Buenos Aires, Argentina
| | - Staffan Wahlin
- Hepatology Division, Department of Upper GI Diseases, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
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22
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MA, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byun J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. Corrigendum to 'An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs' [J Hepatol 2021;75(3):572-581]. J Hepatol 2022; 76:489. [PMID: 34895949 PMCID: PMC8935376 DOI: 10.1016/j.jhep.2021.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Affiliation(s)
- Heather J. Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J. Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan,Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan,Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China,Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China,Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D. Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Elizabeth J. Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - Julie Horowitz
- Regeneron Genetics Center, Tarrytown, New York, United States
| | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - David E. Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L. Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byun
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Richard N. Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I. Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Gideon M. Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A. Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada,Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan,Department of Hepatology, Nagasaki University Graduate School of Biomedical Sciences, Omura, Japan
| | - George F. Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom,Corresponding author. Address: Academic Department of Medical Genetics, University of Cambridge, Box 238, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, United Kingdom.
| | - Canadian PBC ConsortiumSiminovitchKatherine A.252627HirschfieldGideon M.28MasonAndrew29VincentCatherine30XieGang31ZhangJinyi32Departments of Medicine, Immunology and Medical Sciences, University of Toronto, CanadaMount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, CanadaToronto General Research Institute, Toronto, Ontario, CanadaToronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, CanadaDept of Medicine, University of Alberta, Edmonton, Alberta, CanadaUniversite de Montreal Hospital Centre, Saint-Luc Hospital, Montreal, Quebec, CanadaLunenfeld Tanenbaum Research Institute, Toronto, CanadaLunenfeld Tanenbaum Research Institute, Toronto, Canada
| | - Chinese PBC ConsortiumTangRuqi33MaXiong33LiZhiqiang3435ShiYongyong3435Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, ChinaBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, ChinaAffiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, China
| | - Italian PBC Study GroupAffrontiAndrea36AlmasioPiero L.37AlvaroDomenico38AndreonePietro39AndriulliAngelo40AzzaroliFrancesco41BattezzatiPier Maria42BenedettiAntonio43BragazziMaria Consiglia44BrunettoMaurizia45BrunoSavino46CalvarusoVincenza47CardinaleVincenzo48CasellaGiovanni49CazzagonNora50CiaccioAntonio51CocoBarbara52ColliAgostino53ColloredoGuido54ColomboMassimo55ColomboSilvia56CristoferiLaura57CursaroCarmela58CrocèLory Saveria59CrosignaniAndrea60D’AmatoDaphne61DonatoFrancesca62EliaGianfranco63FabrisLuca64FagiuoliStefano65FerrariCarlo66FloreaniAnnarosa67GalliAndrea68GianniniEdoardo69GrattaglianoIgnazio70LamperticoPietro71LleoAna72MalinvernoFederica73MancusoClara74MarraFabio75MarzioniMarco76MassironiSara77MattaliaAlberto78MieleLuca79MilaniChiara80MoriniLorenzo81MoriscoFilomena82MuratoriLuigi83MuratoriPaolo84NiroGrazia A.85O’DonnellSarah86PicciottoAntonio87PortincasaPiero88RigamontiCristina89RoncaVincenzo90RosinaFloriano91SpinziGiancarlo92StrazzaboscoMario93TarocchiMirko94TiribelliClaudio95ToniuttoPierluigi96ValentiLuca97VinciMaria98ZuinMassimo99Azienda Ospedaliera Ospedali Riuniti Villa Sofia-Cervello, Palermo, ItalyGastroenterology & Hepatology Unit, Di.Bi.M.I.S., University of Palermo, Palermo, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, University Sapienza of Rome; Eleonora Lorillard Spencer-Cenci Foundation, Rome, ItalyDepartment of Medical and Surgical Sciences, Bologna University, Bologna, ItalyIRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, ItalyDepartment of Medical and Surgical Sciences (DIMEC) University of Bologna, Bologna, ItalySan Paolo Hospital Medical School, Università di Milano, Milan, ItalyUniversitàPolitecnica delle Marche, Ancona, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, University Sapienza of Rome, Rome, ItalyAzienda Ospedaliera Universitaria Pisana, Pisa, ItalyDepartment of Internal Medicine, Ospedale Fatebene Fratelli e Oftalmico, Milan, ItalySezione di Gastroenterologia e Epatologia, Dipartimento Biomedico di Medicina Interna e Specialistica (Di.Bi.M.I.S.) University of Palermo, Palermo, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Viale dell'Università37, 00185, Rome, ItalyMedical Department, Desio Hospital, Desio, ItalyDepartment of Surgery, Oncology and Gastroenterology, University of Padua, Padova, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyAzienda Ospedaliera Universitaria Pisana, Pisa, ItalyDepartment of Internal Medicine, AO Provincia di Lecco, Lecco, ItalyDepartment of Internal Medicine, San Pietro Hospital, Bergamo, Ponte San Pietro, ItalyHumanitas Clinical and Research Center, IRCCS, Rozzano, ItalyTreviglio Hospital, Treviglio, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyHepatology Unit, Department of Medical and Surgical Sciences, University Hospital of Bologna, ItalyUniversity of Trieste, & Fondazione Italiana Fegato (FIF) Trieste, ItalySan Paolo Hospital Medical School, Universitàdi Milano, Milan, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyFondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, Milan, ItalyAzienda Ospedaliero-Universitaria di Parma, Parma, ItalyUniversity of Padova, Padova, ItalyGastroenterologia Epatologia e Trapiantologia, Papa Giovanni XXIII Hospital, Bergamo, ItalyAzienda Ospedaliero-Universitaria di Parma, Parma, ItalyDepartment. of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, ItalyUniversity of Florence, Florence, ItalyGastroenterology Unit, Department Internal Medicine, Policlinico San Martino, University of Genoa, Genoa, ItalyItalian College of General Practicioners, ASL Bari, ItalyDivision of Gastroenterology and Hepatology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, ItalyDepartment of Biomedical Sciences, Humanitas University, Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Via A. Manzoni 56, 20089 Rozzano (MI), ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyUniversity of Florence, Florence, ItalyUniversità Politecnica delle Marche, Ancona, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalySanta Croce Carle Hospital, Cuneo, ItalyInternal Medicine, Gastroenterology and Liver Unit, A. Gemelli Polyclinic, Sacro Cuore Catholic University, 20123 Rome, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyMagenta Hospital, Magenta, ItalyUniversity of Naples, Federico II, Naples, ItalyDepartment of Clinical Medicine, University of Bologna, Bologna, ItalyDepartment of Clinical Medicine, University of Bologna, Bologna, ItalyIRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyUniversity of Genoa, Genoa, ItalyDepartment of Interdisciplinary Medicine, University Medical School, Bari, ItalyDepartment of Translational Medicine, Universitàdel Piemonte Orientale UPO, 28100 Novara, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyDivision of Gastroenterology & Hepatology, Center for Predictive Medicine, Gradenigo Hospital, Turin, ItalyAzienda Ospedaliera Valduce, Como, ItalyYale University, New Haven, Connecticut, USAUniversity of Florence, Florence, ItalyUniversity of Trieste, & Fondazione Italiana Fegato (FIF) Trieste, ItalyUniversity of Udine, Udine, ItalyInternal Medicine and Metabolic Diseases, Fondazione IRCCS Ca' Granda Ospedale Policlinico Milano, Department of Pathophysiology and Transplantation, Universitàdegli Studi di Milano, Milan, ItalyOspedale Niguarda, Milan, ItalySan Paolo Hospital Medical School, Università di Milano, Milan, Italy
| | - Japan-PBC-GWAS ConsortiumNakamuraHitomi100AbiruSeigo100NagaokaShinya100KomoriAtsumasa100YatsuhashiHiroshi100IshibashiHiromi100ItoMasahiro100MigitaKiyoshi101OhiraHiromasa101KatsushimaShinji102NaganumaAtsushi102SugiKazuhiro102KomatsuTatsuji102MannamiTomohiko102MatsushitaKouki102YoshizawaKaname102MakitaFujio102NikamiToshiki102NishimuraHideo102KounoHiroshi102KounoHirotaka102OtaHajime102KomuraTakuya102NakamuraYoko102ShimadaMasaaki102HirashimaNoboru102KomedaToshiki102ArioKeisuke102NakamutaMakoto102YamashitaTsutomu102FurutaKiyoshi102KikuchiMasahiro102NaeshiroNoriaki102TakahashiHironao102ManoYutaka102TsunematsuSeiji102YabuuchiIwao102ShimadaYusuke102YamauchiKazuhiko102SugimotoRie102SakaiHironori102MitaEiji102KodaMasaharu102TsurutaSatoru102KamitsukasaHiroshi102SatoTakeaki102MasakiNaohiko102KobataTatsuro102FukushimaNobuyoshi102OharaYukio102MuroToyokichi102TakesakiEiichi102TakakiHitoshi102YamamotoTetsuo102KatoMichio102NagaokiYuko102HayashiShigeki102IshidaJinya102WatanabeYukio102KobayashiMasakazu102KogaMichiaki102SaoshiroTakeo102YaguraMichiyasu102HirataKeisuke102TanakaAtsushu103TakikawaHajime103ZeniyaMikio104AbeMasanori105OnjiMorikazu105KanekoShuichi106HondaMasao106AraiKuniaki106Arinaga-HinoTeruko107HashimotoEtsuko108TaniaiMakiko108UmemuraTakeji109JoshitaSatoru109NakaoKazuhiko110IchikawaTatsuki110ShibataHidetaka110YamagiwaSatoshi111SeikeMasataka112HondaKoichi112SakisakaShotaro113TakeyamaYasuaki113HaradaMasaru114SenjuMichio114YokosukaOsamu115KandaTatsuo115UenoYoshiyuki116KikuchiKentaro117EbinumaHirotoshi118HimotoTakashi119YasunamiMichio120MurataKazumoto121MizokamiMasashi121KawataKazuhito122ShimodaShinji123MiyakeYasuhiro124TakakiAkinobu124YamamotoKazuhide124HiranoKatsuji125IchidaTakafumi125IdoAkio126TsubouchiHirohito126ChayamaKazuaki127HaradaKenichi128NakanumaYasuni128MaeharaYoshihiko129TaketomiAkinobu129ShirabeKen129SoejimaYuji129MoriAkira130YagiShintaro130UemotoShinji130HEgawa131TanakaTomohiro132YamashikiNoriyo132TamuraSumito133SugawaraYasuhiro133KokudoNorihiro133Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Omura, JapanDepartment of Gastroenterology and Rheumatic Diseases, Fukushima Medical University of Medicine, Fukushima, JapanHeadquaters of PBC Research in the NHO Study Group for Liver Disease in Japan (NHOSLJ), Clinical Research Center, NHO Nagasaki Medical Center, Omura, Nagasaki, JapanDepartment of Medicine, Teikyo University School of Medicine, Tokyo, JapanDepartment of Gastroenterology and Hepatology, Tokyo Jikei University School of Medicine, Tokyo, JapanDepartment of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Matsuyama, JapanDepartment of Gastroenterology, Kanazawa University Graduate School of Medicine, Kanazawa, JapanDivision of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, JapanDepartment of Medicine and Gastroenterology, Tokyo Women’s Medical University, Tokyo, JapanDepartment of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, JapanDepartment of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, JapanDivision of Gastroenterology and Hepatology,Niigata University Graduate School of Medical and Dental Sciences, Niigata, JapanFaculty of Medicine, Oita University, Oita, JapanDepartment of Gastroenterology and Medicine, Fukuoka University School of Medicine, Fukuoka, JapanThe Third Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, JapanDepartment of Medicine and Clinical Oncology, Graduate School of Medicine, Chiba University, Chiba, JapanDepartment of Gastroenterology, Yamagata University Faculty of Medicine, Yamagata, JapanDepartment of Internal Medicine, Teikyo University Mizonokuchi Hospital, Kawasaki, JapanDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Keio Graduate School of Medicine, Tokyo, JapanDepartment of Medical Technology, Kagawa Prefectural University of Health Sciences, Kagawa, JapanDepartment of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, Nagasakin, JapanThe Research Center for Hepatitis and Immunology, National Center for Global Health and Medicine, Ichikawa, JapanHepatology Division, Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka JapanDepartment of Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences, Fukuoka, JapanDepartment of Gastroenterology and Hepatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Gastroenterology and Hepatology, Juntendo University Shizuoka Hospital, Shizuoka, JapanDepartment of Digestive and Lifestyle–Related Disease, Kagoshima University Graduate School of Medical and Dental Science, Kagoshima, JapanDepartment of Gastroenterology and Metabolism, Applied Life Sciences, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, JapanDepartment of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, JapanDepartment of Surgery and Science, Kyushu University Graduate School of Medical Sciences, Fukuoka, JapanDivision of Hepato-Biliary-Pancreatic and Transplant Surgery, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, JapanDepartment of Surgery, Tokyo Women’s Medical University, Tokyo, JapanOrgan Transplantation Service, The University of Tokyo, Tokyo, JapanHepatobiliary and Pancreatic Surgery Division and Artificial Organ and Transplantation Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Japan
| | - US PBC ConsortiumJuranBrian D.134AtkinsonElizabeth J.135CheungAngela136de AndradeMariza137LazaridisKonstantinos N.138ChalasaniNaga139LuketicVel140OdinJoseph141ChopraKapil142BarasAris143HorowitzJulie143AbecasisGoncalo143CantorMichael143CoppolaGiovanni143EconomidesAris143LottaLuca A.143OvertonJohn D.143ReidJeffrey G.143ShuldinerAlan143BeechertChristina143ForsytheCaitlin143FullerErin D.143GuZhenhua143LattariMichael143LopezAlexander143OvertonJohn D.143SchleicherThomas D.143PadillaMaria Sotiropoulos143ToledoKarina143WidomLouis143WolfSarah E.143PradhanManasi143ManoochehriKia143UlloaRicardo H.143BaiXiaodong143BalasubramanianSuganthi143BarnardLeland143BlumenfeldAndrew143EomGisu143HabeggerLukas143HawesAlicia143KhalidShareef143ReidJeffrey G.143MaxwellEvan K.143SalernoWilliam143StaplesJeffrey C.143JonesMarcus B.143MitnaulLyndon J.143Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesDivision of Biomedical Statistics and Informatics Mayo Clinic, Rochester, Minnesota, United StatesDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesDivision of Biomedical Statistics and Informatics Mayo Clinic, Rochester, Minnesota, United StatesDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesIndiana University, Indiana, United StatesVirginia Commonwealth University, Virginia, United StatesIcahn School of Medicine, Mount Sinai, New York, United StatesUniversity of Pittsburgh, United StatesRegeneron, United States
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23
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Cappadona C, Paraboschi EM, Ziliotto N, Bottaro S, Rimoldi V, Gerussi A, Azimonti A, Brenna D, Brunati A, Cameroni C, Campanaro G, Carloni F, Cavadini G, Ciravegna M, Composto A, Converso G, Corbella P, D’Eugenio D, Dal Rì G, Di Giorgio SM, Grondelli MC, Guerrera L, Laffoucriere G, Lando B, Lopedote L, Maizza B, Marconi E, Mariola C, Matronola GM, Menga LM, Montorsi G, Papatolo A, Patti R, Profeta L, Rebasti V, Smidili A, Tarchi SM, Tartaglia FC, Tettamanzi G, Tinelli E, Stuani R, Bolchini C, Pattini L, Invernizzi P, Degenhardt F, Franke A, Duga S, Asselta R. MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity. J Pers Med 2021; 11:jpm11111166. [PMID: 34834519 PMCID: PMC8622845 DOI: 10.3390/jpm11111166] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/04/2021] [Accepted: 11/06/2021] [Indexed: 12/23/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiologic agent of the coronavirus disease 2019 (COVID-19) pandemic. Besides virus intrinsic characteristics, the host genetic makeup is predicted to account for the extreme clinical heterogeneity of the disease, which is characterized, among other manifestations, by a derangement of hemostasis associated with thromboembolic events. To date, large-scale studies confirmed that genetic predisposition plays a role in COVID-19 severity, pinpointing several susceptibility genes, often characterized by immunologic functions. With these premises, we performed an association study of common variants in 32 hemostatic genes with COVID-19 severity. We investigated 49,845 single-nucleotide polymorphism in a cohort of 332 Italian severe COVID-19 patients and 1668 controls from the general population. The study was conducted engaging a class of students attending the second year of the MEDTEC school (a six-year program, held in collaboration between Humanitas University and the Politecnico of Milan, allowing students to gain an MD in Medicine and a Bachelor’s Degree in Biomedical Engineering). Thanks to their willingness to participate in the fight against the pandemic, we evidenced several suggestive hits (p < 0.001), involving the PROC, MTHFR, MTR, ADAMTS13, and THBS2 genes (top signal in PROC: chr2:127192625:G:A, OR = 2.23, 95%CI = 1.50–3.34, p = 8.77 × 10−5). The top signals in PROC, MTHFR, MTR, ADAMTS13 were instrumental for the construction of a polygenic risk score, whose distribution was significantly different between cases and controls (p = 1.62 × 10−8 for difference in median levels). Finally, a meta-analysis performed using data from the Regeneron database confirmed the contribution of the MTHFR variant chr1:11753033:G:A to the predisposition to severe COVID-19 (pooled OR = 1.21, 95%CI = 1.09–1.33, p = 4.34 × 10−14 in the weighted analysis).
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Affiliation(s)
- Claudio Cappadona
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Elvezia Maria Paraboschi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Nicole Ziliotto
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Sandro Bottaro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Valeria Rimoldi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Andrea Azimonti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Daniele Brenna
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Andrea Brunati
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Charlotte Cameroni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Giovanni Campanaro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Francesca Carloni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Giacomo Cavadini
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Martina Ciravegna
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Antonio Composto
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Giuseppe Converso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Pierluigi Corbella
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Davide D’Eugenio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Giovanna Dal Rì
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Sofia Maria Di Giorgio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Maria Chiara Grondelli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Lorenza Guerrera
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Georges Laffoucriere
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Beatrice Lando
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Leandro Lopedote
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Benedetta Maizza
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Elettra Marconi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Carlotta Mariola
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Guia Margherita Matronola
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Luca Maria Menga
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Giulia Montorsi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Antonio Papatolo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Riccardo Patti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Lorenzo Profeta
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Vera Rebasti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Alice Smidili
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Sofia Maria Tarchi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Francesco Carlo Tartaglia
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Gaia Tettamanzi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Elena Tinelli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Riccardo Stuani
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
| | - Cristiana Bolchini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy; (C.B.); (L.P.)
| | - Linda Pattini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy; (C.B.); (L.P.)
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (A.G.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Frauke Degenhardt
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, 24105 Kiel, Germany; (F.D.); (A.F.)
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, 24105 Kiel, Germany; (F.D.); (A.F.)
- University Hospital Schleswig-Holstein (UKSH), 24105 Kiel, Germany
| | - Stefano Duga
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Italy; (C.C.); (E.M.P.); (N.Z.); (S.B.); (V.R.); (A.A.); (D.B.); (A.B.); (C.C.); (G.C.); (F.C.); (G.C.); (M.C.); (A.C.); (G.C.); (P.C.); (D.D.); (G.D.R.); (S.M.D.G.); (M.C.G.); (L.G.); (G.L.); (B.L.); (L.L.); (B.M.); (E.M.); (C.M.); (G.M.M.); (L.M.M.); (G.M.); (A.P.); (R.P.); (L.P.); (V.R.); (A.S.); (S.M.T.); (F.C.T.); (G.T.); (E.T.); (R.S.); (S.D.)
- Humanitas Clinical and Research Center, IRCCS, Via Manzoni 56, 20089 Rozzano, Italy
- Correspondence:
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24
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MAR, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byan J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs. J Hepatol 2021; 75:572-581. [PMID: 34033851 PMCID: PMC8811537 DOI: 10.1016/j.jhep.2021.04.055] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 03/11/2021] [Accepted: 04/07/2021] [Indexed: 01/15/2023]
Abstract
BACKGROUNDS & AIMS Primary biliary cholangitis (PBC) is a chronic liver disease in which autoimmune destruction of the small intrahepatic bile ducts eventually leads to cirrhosis. Many patients have inadequate response to licensed medications, motivating the search for novel therapies. Previous genome-wide association studies (GWAS) and meta-analyses (GWMA) of PBC have identified numerous risk loci for this condition, providing insight into its aetiology. We undertook the largest GWMA of PBC to date, aiming to identify additional risk loci and prioritise candidate genes for in silico drug efficacy screening. METHODS We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts. RESULTS We identified 56 genome-wide significant loci (20 novel) including 46 in European, 13 in Asian, and 41 in combined cohorts; and a 57th genome-wide significant locus (also novel) in conditional analysis of the European cohorts. Candidate genes at newly identified loci include FCRL3, INAVA, PRDM1, IRF7, CCR6, CD226, and IL12RB1, which each play key roles in immunity. Pathway analysis reiterated the likely importance of pattern recognition receptor and TNF signalling, JAK-STAT signalling, and differentiation of T helper (TH)1 and TH17 cells in the pathogenesis of this disease. Drug efficacy screening identified several medications predicted to be therapeutic in PBC, some of which are well-established in the treatment of other autoimmune disorders. CONCLUSIONS This study has identified additional risk loci for PBC, provided a hierarchy of agents that could be trialled in this condition, and emphasised the value of genetic and genomic approaches to drug discovery in complex disorders. LAY SUMMARY Primary biliary cholangitis (PBC) is a chronic liver disease that eventually leads to cirrhosis. In this study, we analysed genetic information from 10,516 people with PBC and 20,772 healthy individuals recruited in Canada, China, Italy, Japan, the UK, or the USA. We identified several genetic regions associated with PBC. Each of these regions contains several genes. For each region, we used diverse sources of evidence to help us choose the gene most likely to be involved in causing PBC. We used these 'candidate genes' to help us identify medications that are currently used for treatment of other conditions, which might also be useful for treatment of PBC.
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Affiliation(s)
- Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Elizabeth J Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - Julie Horowitz
- Regeneron Genetics Center, Tarrytown, New York, United States
| | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - David E Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byan
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Richard N Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Gideon M Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada; Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan; Department of Hepatology, Nagasaki Graduate School of Biomedical Sciences, Japan
| | - George F Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom.
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25
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Cristoferi L, Calvaruso V, Overi D, Viganò M, Rigamonti C, Degasperi E, Cardinale V, Labanca S, Zucchini N, Fichera A, Di Marco V, Leutner M, Venere R, Picciotto A, Lucà M, Mulinacci G, Palermo A, Gerussi A, D’Amato D, Elisabeth O’Donnell S, Cerini F, De Benedittis C, Malinverno F, Ronca V, Mancuso C, Cazzagon N, Ciaccio A, Barisani D, Marzioni M, Floreani A, Alvaro D, Gaudio E, Invernizzi P, Carpino G, Nardi A, Carbone M. Accuracy of Transient Elastography in Assessing Fibrosis at Diagnosis in Naïve Patients With Primary Biliary Cholangitis: A Dual Cut-Off Approach. Hepatology 2021; 74:1496-1508. [PMID: 33724515 PMCID: PMC8518641 DOI: 10.1002/hep.31810] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 02/25/2021] [Accepted: 03/02/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND AIMS Liver fibrosis holds a relevant prognostic meaning in primary biliary cholangitis (PBC). Noninvasive fibrosis evaluation using vibration-controlled transient elastography (VCTE) is routinely performed. However, there is limited evidence on its accuracy at diagnosis in PBC. We aimed to estimate the diagnostic accuracy of VCTE in assessing advanced fibrosis (AF) at disease presentation in PBC. APPROACH AND RESULTS We collected data from 167 consecutive treatment-naïve PBC patients who underwent liver biopsy (LB) at diagnosis at six Italian centers. VCTE examinations were completed within 12 weeks of LB. Biopsies were scored by two blinded expert pathologists, according to the Ludwig system. Diagnostic accuracy was estimated using the area under the receiver operating characteristic curves (AUROCs) for AF (Ludwig stage ≥III). Effects of biochemical and clinical parameters on liver stiffness measurement (LSM) were appraised. The derivation cohort consisted of 126 patients with valid LSM and LB; VCTE identified patients with AF with an AUROC of 0.89. LSM cutoffs ≤6.5 and >11.0 kPa enabled to exclude and confirm, respectively, AF (negative predictive value [NPV] = 0.94; positive predictive value [PPV] = 0.89; error rate = 5.6%). These values were externally validated in an independent cohort of 91 PBC patients (NPV = 0.93; PPV = 0.89; error rate = 8.6%). Multivariable analysis found that the only parameter affecting LSM was fibrosis stage. No association was found with BMI and liver biochemistry. CONCLUSIONS In a multicenter study of treatment-naïve PBC patients, we identified two cutoffs (LSM ≤6.5 and >11.0 kPa) able to discriminate at diagnosis the absence or presence, respectively, of AF in PBC patients, with external validation. In patients with LSM between these two cutoffs, VCTE is not reliable and liver biopsy should be evaluated for accurate disease staging. BMI and liver biochemistry did not affect LSMs.
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Affiliation(s)
- Laura Cristoferi
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly,Bicocca Bioinformatics Biostatistics and Bioimaging Centre‐B4School of Medicine and SurgeryUniversity of Milan‐BicoccaMonzaItaly
| | - Vincenza Calvaruso
- Section of Gastroenterology and Hepatology, PROMISEUniversity of PalermoPalermoItaly
| | - Diletta Overi
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics SciencesSapienza University of RomeRomeItaly
| | - Mauro Viganò
- Division of HepatologyOspedale San GiuseppeUniversity of MilanMilanItaly
| | - Cristina Rigamonti
- Department of Translational MedicineUniversità degli Studi del Piemonte Orientale “A. Avogadro”NovaraItaly
| | - Elisabetta Degasperi
- CRC “A. M. e A. Migliavacca” Center for Liver Diseases, Division of Gastroenterology and HepatologyFondazione IRCCS Ca’ Granda Ospedale Maggiore PoliclinicoUniversity of MilanMilanItaly
| | - Vincenzo Cardinale
- Department of Medico‐Surgical Sciences and BiotechnologiesPolo Pontino “Sapienza” University of RomeLatinaItaly
| | - Sara Labanca
- Department of Internal MedicineUniversity of GenoaGenoaItaly
| | | | - Anna Fichera
- Section of Gastroenterology and Hepatology, PROMISEUniversity of PalermoPalermoItaly
| | - Vito Di Marco
- Section of Gastroenterology and Hepatology, PROMISEUniversity of PalermoPalermoItaly
| | | | - Rosanna Venere
- Department of Precision and Translational MedicineSapienza University of RomeRomeItaly
| | | | - Martina Lucà
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Giacomo Mulinacci
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Andrea Palermo
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Alessio Gerussi
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Daphne D’Amato
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Sarah Elisabeth O’Donnell
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Federica Cerini
- Division of HepatologyOspedale San GiuseppeUniversity of MilanMilanItaly
| | - Carla De Benedittis
- Department of Translational MedicineUniversità degli Studi del Piemonte Orientale “A. Avogadro”NovaraItaly
| | - Federica Malinverno
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Vincenzo Ronca
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Clara Mancuso
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Nora Cazzagon
- Department of Surgery, Oncology and GastroenterologyUniversity of PaduaPaduaItaly
| | - Antonio Ciaccio
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Donatella Barisani
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly
| | - Marco Marzioni
- Department of GastroenterologyUniversità Politecnica delle MarcheAnconaItaly
| | - Annarosa Floreani
- Studiosa SeniorUniversity of PaduaPaduaItaly,Scientific ConsultantIRCCS NegrarVeronaItaly
| | - Domenico Alvaro
- Department of Medico‐Surgical Sciences and BiotechnologiesPolo Pontino “Sapienza” University of RomeLatinaItaly
| | - Eugenio Gaudio
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics SciencesSapienza University of RomeRomeItaly
| | - Pietro Invernizzi
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
| | - Guido Carpino
- Department of Movement, Human and Health ScienceUniversity of Rome “Foro Italico”RomeItaly
| | - Alessandra Nardi
- Department of MathematicsUniversity of Rome Tor VergataRomeItaly
| | - Marco Carbone
- Division of GastroenterologyCenter for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly,European Reference Network on Hepatological Diseases (ERN RARE‐LIVER)San Gerardo HospitalMonzaItaly
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26
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Gerussi A, Restelli U, Croce D, Bonfanti M, Invernizzi P, Carbone M. Cost of illness of Primary Biliary Cholangitis - a population-based study. Dig Liver Dis 2021; 53:1167-1170. [PMID: 32830065 DOI: 10.1016/j.dld.2020.07.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 07/21/2020] [Accepted: 07/22/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND The economic burden of Primary Biliary Cholangitis (PBC) has not been investigated at population-level. Aim of this study was to estimate the cost of illness of PBC in Lombardy, Italy. METHODS Individuals with PBC were identified through ICD-9-CM code 571.6 and/or medical exemption code 008.571.6, from the Banca Dati Assistito of Lombardy. Only health services (outpatient, inpatient activities and drugs) related to PBC were considered to estimate direct medical costs in 2017. RESULTS We identified 970 adult patients (83.5% females) with a mean age of 61 years. Global annual costs were equal to € 913,763 (€ 942 per patient), with € 459,506 (50.3%, € 474 per patient) deriving from hospitalizations (mostly due to liver transplantation, 30.5%, and cirrhosis complications, 20.6%). Costs from outpatient activities were € 109,090 (11.9%, € 112 per patient). CONCLUSIONS This study provides an overview of the costs attributed to PBC care and management, mainly related to hospitalizations for cirrhosis complications, which is necessary for assuring cost-effective introduction of novel therapies. Additional studies focused on indirect cost, e.g. overall loss of productivity, are warranted.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Umberto Restelli
- Center for Health Economics, Social and Health Care Management, LIUC - Università Cattaneo, Castellanza (Varese), Italy; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Davide Croce
- Center for Health Economics, Social and Health Care Management, LIUC - Università Cattaneo, Castellanza (Varese), Italy
| | - Marzia Bonfanti
- Center for Health Economics, Social and Health Care Management, LIUC - Università Cattaneo, Castellanza (Varese), Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
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Efe C, Dhanasekaran R, Lammert C, Ebik B, Higuera‐de la Tijera F, Aloman C, Rıza Calışkan A, Peralta M, Gerussi A, Massoumi H, Catana AM, Torgutalp M, Purnak T, Rigamonti C, Gomez Aldana AJ, Khakoo N, Kacmaz H, Nazal L, Frager S, Demir N, Irak K, Ellik ZM, Balaban Y, Atay K, Eren F, Cristoferi L, Batıbay E, Urzua Á, Snijders R, Kıyıcı M, Akyıldız M, Ekin N, Carr RM, Harputluoğlu M, Hatemi I, Mendizabal M, Silva M, Idilman R, Silveira M, Drenth JP, Assis DN, Björnsson E, Boyer JL, Invernizzi P, Levy C, Schiano TD, Ridruejo E, Wahlin S. Outcome of COVID-19 in Patients With Autoimmune Hepatitis: An International Multicenter Study. Hepatology 2021; 73:2099-2109. [PMID: 33713486 PMCID: PMC8250536 DOI: 10.1002/hep.31797] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 03/01/2021] [Accepted: 03/04/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Data regarding outcome of COVID-19 in patients with autoimmune hepatitis (AIH) are lacking. APPROACH AND RESULTS We performed a retrospective study on patients with AIH and COVID-19 from 34 centers in Europe and the Americas. We analyzed factors associated with severe COVID-19 outcomes, defined as the need for mechanical ventilation, intensive care admission, and/or death. The outcomes of patients with AIH were compared to a propensity score-matched cohort of patients without AIH but with chronic liver diseases (CLD) and COVID-19. The frequency and clinical significance of new-onset liver injury (alanine aminotransferase > 2 × the upper limit of normal) during COVID-19 was also evaluated. We included 110 patients with AIH (80% female) with a median age of 49 (range, 18-85) years at COVID-19 diagnosis. New-onset liver injury was observed in 37.1% (33/89) of the patients. Use of antivirals was associated with liver injury (P = 0.041; OR, 3.36; 95% CI, 1.05-10.78), while continued immunosuppression during COVID-19 was associated with a lower rate of liver injury (P = 0.009; OR, 0.26; 95% CI, 0.09-0.71). The rates of severe COVID-19 (15.5% versus 20.2%, P = 0.231) and all-cause mortality (10% versus 11.5%, P = 0.852) were not different between AIH and non-AIH CLD. Cirrhosis was an independent predictor of severe COVID-19 in patients with AIH (P < 0.001; OR, 17.46; 95% CI, 4.22-72.13). Continuation of immunosuppression or presence of liver injury during COVID-19 was not associated with severe COVID-19. CONCLUSIONS This international, multicenter study reveals that patients with AIH were not at risk for worse outcomes with COVID-19 than other causes of CLD. Cirrhosis was the strongest predictor for severe COVID-19 in patients with AIH. Maintenance of immunosuppression during COVID-19 was not associated with increased risk for severe COVID-19 but did lower the risk for new-onset liver injury during COVID-19.
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Asselta R, Paraboschi EM, Gerussi A, Cordell HJ, Mells GF, Sandford RN, Jones DE, Nakamura M, Ueno K, Hitomi Y, Kawashima M, Nishida N, Tokunaga K, Nagasaki M, Tanaka A, Tang R, Li Z, Shi Y, Liu X, Xiong M, Hirschfield G, Siminovitch KA, Carbone M, Cardamone G, Duga S, Gershwin ME, Seldin MF, Invernizzi P. X Chromosome Contribution to the Genetic Architecture of Primary Biliary Cholangitis. Gastroenterology 2021; 160:2483-2495.e26. [PMID: 33675743 PMCID: PMC8169555 DOI: 10.1053/j.gastro.2021.02.061] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 02/15/2021] [Accepted: 02/25/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Genome-wide association studies in primary biliary cholangitis (PBC) have failed to find X chromosome (chrX) variants associated with the disease. Here, we specifically explore the chrX contribution to PBC, a sexually dimorphic complex autoimmune disease. METHODS We performed a chrX-wide association study, including genotype data from 5 genome-wide association studies (from Italy, United Kingdom, Canada, China, and Japan; 5244 case patients and 11,875 control individuals). RESULTS Single-marker association analyses found approximately 100 loci displaying P < 5 × 10-4, with the most significant being a signal within the OTUD5 gene (rs3027490; P = 4.80 × 10-6; odds ratio [OR], 1.39; 95% confidence interval [CI], 1.028-1.88; Japanese cohort). Although the transethnic meta-analysis evidenced only a suggestive signal (rs2239452, mapping within the PIM2 gene; OR, 1.17; 95% CI, 1.09-1.26; P = 9.93 × 10-8), the population-specific meta-analysis showed a genome-wide significant locus in East Asian individuals pointing to the same region (rs7059064, mapping within the GRIPAP1 gene; P = 6.2 × 10-9; OR, 1.33; 95% CI, 1.21-1.46). Indeed, rs7059064 tags a unique linkage disequilibrium block including 7 genes: TIMM17B, PQBP1, PIM2, SLC35A2, OTUD5, KCND1, and GRIPAP1, as well as a superenhancer (GH0XJ048933 within OTUD5) targeting all these genes. GH0XJ048933 is also predicted to target FOXP3, the main T-regulatory cell lineage specification factor. Consistently, OTUD5 and FOXP3 RNA levels were up-regulated in PBC case patients (1.75- and 1.64-fold, respectively). CONCLUSIONS This work represents the first comprehensive study, to our knowledge, of the chrX contribution to the genetics of an autoimmune liver disease and shows a novel PBC-related genome-wide significant locus.
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Affiliation(s)
- Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | - Elvezia M Paraboschi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, United Kingdom
| | - George F Mells
- Academic Department of Medical Genetics, Cambridge University, Cambridge, United Kingdom
| | - Richard N Sandford
- Academic Department of Medical Genetics, Cambridge University, Cambridge, United Kingdom
| | - David E Jones
- Faculty of Medical Sciences, Newcastle University, Newcastle, United Kingdom
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Nagasaki, Japan; Department of Hepatology, Nagasaki University Graduate School of Biomedical Sciences, Omura, Nagasaki, Japan
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine, Tokyo, Japan; Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Zhiqiang Li
- Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China; Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China
| | - Yongyong Shi
- Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China; Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China
| | - Xiangdong Liu
- Key Laboratory of Developmental Genes and Human Diseases, Institute of Life Sciences, Southeast University, Nanjing, Jiangsu, China
| | - Ma Xiong
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Gideon Hirschfield
- Toronto General Hospital Research Institute, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Katherine A Siminovitch
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Mount Sinai Hospital, Lunenfeld Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Canada; Department of Immunology, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy
| | - Giulia Cardamone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | - Stefano Duga
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | | | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy.
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Palermo A, Gerussi A, Mulinacci G, Invernizzi P, Carbone M. Identifying Racial Disparities in Primary Biliary Cholangitis Patients: A Step Toward Achieving Equitable Outcomes Among All. Dig Dis Sci 2021; 66:1386-1387. [PMID: 32789729 DOI: 10.1007/s10620-020-06528-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- A Palermo
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, 20900, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - A Gerussi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, 20900, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - G Mulinacci
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, 20900, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - P Invernizzi
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, 20900, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - M Carbone
- Division of Gastroenterology, Department of Medicine and Surgery, Center for Autoimmune Liver Diseases, University of Milan Bicocca, 20900, Milan, Italy. .,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
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30
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Gerussi A, Natalini A, Antonangeli F, Mancuso C, Agostinetto E, Barisani D, Di Rosa F, Andrade R, Invernizzi P. Immune-Mediated Drug-Induced Liver Injury: Immunogenetics and Experimental Models. Int J Mol Sci 2021; 22:4557. [PMID: 33925355 PMCID: PMC8123708 DOI: 10.3390/ijms22094557] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 02/06/2023] Open
Abstract
Drug-induced liver injury (DILI) is a challenging clinical event in medicine, particularly because of its ability to present with a variety of phenotypes including that of autoimmune hepatitis or other immune mediated liver injuries. Limited diagnostic and therapeutic tools are available, mostly because its pathogenesis has remained poorly understood for decades. The recent scientific and technological advancements in genomics and immunology are paving the way for a better understanding of the molecular aspects of DILI. This review provides an updated overview of the genetic predisposition and immunological mechanisms behind the pathogenesis of DILI and presents the state-of-the-art experimental models to study DILI at the pre-clinical level.
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Affiliation(s)
- Alessio Gerussi
- Centre for Autoimmune Liver Diseases, Division of Gastroenterology, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (C.M.); (D.B.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Ambra Natalini
- Institute of Molecular Biology and Pathology (IBPM), National Research Council of Italy (CNR), 00185 Rome, Italy; (A.N.); (F.A.); (F.D.R.)
| | - Fabrizio Antonangeli
- Institute of Molecular Biology and Pathology (IBPM), National Research Council of Italy (CNR), 00185 Rome, Italy; (A.N.); (F.A.); (F.D.R.)
| | - Clara Mancuso
- Centre for Autoimmune Liver Diseases, Division of Gastroenterology, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (C.M.); (D.B.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Elisa Agostinetto
- Academic Trials Promoting Team, Institut Jules Bordet, L’Universite’ Libre de Bruxelles (ULB), 1050 Brussels, Belgium;
- Medical Oncology and Hematology Unit, Humanitas Clinical and Research Center—IRCCS, Humanitas Cancer Center, Rozzano, 20089 Milan, Italy
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy
| | - Donatella Barisani
- Centre for Autoimmune Liver Diseases, Division of Gastroenterology, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (C.M.); (D.B.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
| | - Francesca Di Rosa
- Institute of Molecular Biology and Pathology (IBPM), National Research Council of Italy (CNR), 00185 Rome, Italy; (A.N.); (F.A.); (F.D.R.)
| | - Raul Andrade
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), UGC Aparato Digestivo, Instituto de Investigación Biomédica de Málaga-IBIMA, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, 29016 Málaga, Spain;
| | - Pietro Invernizzi
- Centre for Autoimmune Liver Diseases, Division of Gastroenterology, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy; (C.M.); (D.B.); (P.I.)
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, 20900 Monza, Italy
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Cristoferi L, Gerussi A, Invernizzi P. Anti-gp210 and other anti-nuclear pore complex autoantibodies in primary biliary cholangitis: What we know and what we should know. Liver Int 2021; 41:432-435. [PMID: 34542229 DOI: 10.1111/liv.14791] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 01/07/2021] [Indexed: 12/13/2022]
Affiliation(s)
- Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.,Bicocca Bioinformatics Biostatistics and Bioimaging Centre - B4, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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Gerussi A, D'Amato D, Cristoferi L, O'Donnell SE, Carbone M, Invernizzi P. Multiple therapeutic targets in rare cholestatic liver diseases: Time to redefine treatment strategies. Ann Hepatol 2021; 19:5-16. [PMID: 31771820 DOI: 10.1016/j.aohep.2019.09.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 09/27/2019] [Accepted: 09/27/2019] [Indexed: 02/04/2023]
Abstract
Primary biliary cholangitis and primary sclerosing cholangitis are rare diseases affecting the bile ducts and the liver. The limited knowledge of their pathogenesis leads to limited therapeutic options. Nevertheless, the landscape of novel therapies for these cholangiopathies is now rapidly changing, providing new treatment opportunities for patients and clinicians involved in their care. The aim of this review is to summarize the evidence of novel molecules under investigation for primary biliary cholangitis and primary sclerosing cholangitis and to discuss how they can potentially change current treatment paradigms.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Daphne D'Amato
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Sarah Elizabeth O'Donnell
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.
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Montali L, Gragnano A, Miglioretti M, Frigerio A, Vecchio L, Gerussi A, Cristoferi L, Ronca V, D’Amato D, O’Donnell SE, Mancuso C, Lucà M, Yagi M, Reig A, Jopson L, Pilar S, Jones D, Pares A, Mells G, Tanaka A, Carbone M, Invernizzi P. Quality of life in patients with primary biliary cholangitis: A cross-geographical comparison. J Transl Autoimmun 2021; 4:100081. [PMID: 33554101 PMCID: PMC7843515 DOI: 10.1016/j.jtauto.2021.100081] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 12/30/2020] [Indexed: 12/12/2022] Open
Abstract
Background & aims Several symptoms impair the quality of life (QoL) of patients with primary biliary cholangitis (PBC). They are reported to vary significantly in different countries. Aim of our study was to explore whether there is a geographical clustering that accounts for symptoms in PBC. Methods Data was analysed from four cohorts of PBC patients from the UK, Spain, Japan and Italy using the PBC-27 scale. Results Overall, 569 patients from four cohorts were identified, including 515 females (90.5%) with a mean age of 61 years. The analysis provided evidence for strict factorial invariance of the scale, a robust indicator of its validity for cross-cultural research. The mean of the fatigue domain of British patients was significantly greater than that of the Japanese (p < 0.05), Italian (p < 0.05), and Spanish patients (p < 0.001). The mean of the cognitive domain after 54 years of age, was significantly greater in the British patients than in the Japanese (p < 0.05) and Spanish patients (p < 0.01). However, after 69 years of age, there were not significant differences between countries. The mean of the emotion domain after 54 years of age, was greater in the British that in the Spanish (p < 0.01) and Italian patients (p < 0.01). Conclusions Differences in the four countries concerning fatigue, cognitive and emotional dysfunction were found. The association of latitude and symptoms might provide new insights into the role of sun exposure, genetics and/or cultural component into disease phenotype in PBC.
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Affiliation(s)
- Lorenzo Montali
- Department of Psychology, University of Milan Bicocca, Milan, Italy
| | - Andrea Gragnano
- Department of Psychology, University of Milan Bicocca, Milan, Italy
| | | | | | - Luca Vecchio
- Department of Psychology, University of Milan Bicocca, Milan, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Vincenzo Ronca
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Daphne D’Amato
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Sarah Elizabeth O’Donnell
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Clara Mancuso
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Martina Lucà
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Minami Yagi
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Anna Reig
- Liver Unit, Hospital Clínic, University of Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - Laura Jopson
- Institute of Cellular Medicine, Newcastle University, Newcastle Upon Tyne, UK
| | - Sesé Pilar
- Liver Unit, Hospital Clínic, University of Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - Dave Jones
- Institute of Cellular Medicine, Newcastle University, Newcastle Upon Tyne, UK
| | - Albert Pares
- Liver Unit, Hospital Clínic, University of Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - George Mells
- Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Marco Carbone
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
- Corresponding author. Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano - Bicocca, Via Cadore 48, 20900, Monza, (MB), Italy.
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Saettini F, Fazio G, Moratto D, Galbiati M, Zucchini N, Ippolito D, Dinelli ME, Imberti L, Mauri M, Melzi ML, Bonanomi S, Gerussi A, Pinelli M, Barisani C, Bugarin C, Chiarini M, Giacomelli M, Piazza R, Cazzaniga G, Invernizzi P, Giliani SC, Badolato R, Biondi A. Case Report: Hypomorphic Function and Somatic Reversion in DOCK8 Deficiency in One Patient With Two Novel Variants and Sclerosing Cholangitis. Front Immunol 2021; 12:673487. [PMID: 33936120 PMCID: PMC8085392 DOI: 10.3389/fimmu.2021.673487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 03/30/2021] [Indexed: 02/05/2023] Open
Abstract
DOCK8 deficiency is a combined immunodeficiency due to biallelic variants in dedicator of cytokinesis 8 (DOCK8) gene. The disease has a wide clinical spectrum encompassing recurrent infections (candidiasis, viral and bacterial infections), virally driven malignancies and immune dysregulatory features, including autoimmune (cytopenia and vasculitis) as well as allergic disorders (eczema, asthma, and food allergy). Hypomorphic function and somatic reversion of DOCK8 has been reported to result in incomplete phenotype without IgE overproduction. Here we describe a case of DOCK8 deficiency in a 8-year-old Caucasian girl. The patient's disease was initially classified as autoimmune thrombocytopenia, which then evolved toward a combined immunodeficiency phenotype with recurrent infections, persistent EBV infection and lymphoproliferation. Two novel variants (one deletion and one premature stop codon) were characterized, resulting in markedly reduced, but not absent, DOCK8 expression. Somatic reversion of the DOCK8 deletion was identified in T cells. Hypomorphic function and somatic reversion were associated with restricted T cell repertoire, decreased STAT5 phosphorylation and impaired immune synapse functioning in T cells. Although the patient presented with incomplete phenotype (absence of markedly increase IgE and eosinophil count), sclerosing cholangitis was incidentally detected, thus indicating that hypomorphic function and somatic reversion of DOCK8 may delay disease progression but do not necessarily prevent from severe complications.
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Affiliation(s)
- Francesco Saettini
- Pediatric Hematology Outpatient Clinic, Department of Pediatrics, Fondazione MBBM, Monza, Italy
- *Correspondence: Francesco Saettini,
| | - Grazia Fazio
- Centro Ricerca Tettamanti, University of Milano Bicocca, Monza, Italy
| | - Daniele Moratto
- Flow Cytometry Laboratory, Diagnostic Department, ASST Spedali Civili, Brescia, Italy
| | - Marta Galbiati
- Centro Ricerca Tettamanti, University of Milano Bicocca, Monza, Italy
| | - Nicola Zucchini
- Division of Pathology, San Gerardo Hospital, ASST Monza, Monza, Italy
| | - Davide Ippolito
- Department of Diagnostic Radiology, San Gerardo Hospital, Monza, Italy
| | | | - Luisa Imberti
- Centro di Ricerca Emato-oncologica AIL (CREA), ASST Spedali Civili, Brescia, Italy
| | - Mario Mauri
- Department of Medicine and Surgery, University of Milano Bicocca and San Gerardo Hospital, Monza, Italy
| | | | - Sonia Bonanomi
- Pediatric Hematology Outpatient Clinic, Department of Pediatrics, Fondazione MBBM, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marinella Pinelli
- Cytogenetic and Medical Genetic Unit, Department of Molecular and Translational medicine, A. Nocivelli Institute for Molecular Medicine, University of Brescia, Spedali Civili, Brescia, Italy
| | - Chiara Barisani
- Cytogenetic and Medical Genetic Unit, Department of Molecular and Translational medicine, A. Nocivelli Institute for Molecular Medicine, University of Brescia, Spedali Civili, Brescia, Italy
| | - Cristina Bugarin
- Centro Ricerca Tettamanti, University of Milano Bicocca, Monza, Italy
| | - Marco Chiarini
- Flow Cytometry Laboratory, Diagnostic Department, ASST Spedali Civili, Brescia, Italy
| | - Mauro Giacomelli
- Cytogenetic and Medical Genetic Unit, Department of Molecular and Translational medicine, A. Nocivelli Institute for Molecular Medicine, University of Brescia, Spedali Civili, Brescia, Italy
| | - Rocco Piazza
- Department of Medicine and Surgery, University of Milano Bicocca and San Gerardo Hospital, Monza, Italy
| | - Giovanni Cazzaniga
- Centro Ricerca Tettamanti, University of Milano Bicocca, Monza, Italy
- Department of Medicine and Surgery, University of Milano Bicocca and San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Silvia Clara Giliani
- Cytogenetic and Medical Genetic Unit, Department of Molecular and Translational medicine, A. Nocivelli Institute for Molecular Medicine, University of Brescia, Spedali Civili, Brescia, Italy
| | - Raffaele Badolato
- Department of Clinical and Experimental Sciences, Pediatrics Clinic and A. Nocivelli Institute for Molecular Medicine A, University of Brescia, ASST-Spedali Civili, Brescia, Italy
| | - Andrea Biondi
- Pediatric Hematology Outpatient Clinic, Department of Pediatrics, Fondazione MBBM, Monza, Italy
- Centro Ricerca Tettamanti, University of Milano Bicocca, Monza, Italy
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Mulinacci G, Cristoferi L, Palermo A, Lucà M, Gerussi A, Invernizzi P, Carbone M. Risk stratification in primary sclerosing cholangitis. MINERVA GASTROENTERO 2020:S1121-421X.20.02821-4. [PMID: 33300753 DOI: 10.23736/s1121-421x.20.02821-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Primary Sclerosing Cholangitis (PSC) is a chronic liver disorder commonly affecting young patients and associated with uncertain prognosis and elevated risk of end-stage liver disease and hepatobiliary cancer. Rate of progression in PSC is heterogeneous and accurately predicting the disease course is of paramount importance to clinical practice and interventional trial design. So far, efforts have brought to the development of models looking at short-to-middle-term outcome using composite models including clinical, laboratory, radiological and histological parameters with limited performance. In the era of whole genome sequencing and digital innovation, the time is ripe for the development of stratified medicine in PSC. Efforts should be directed toward developing wellphenotyped cohorts of patients with longitudinal follow-up across sustained periods of time, application of novel image-processing technology, and biomarker discovery using multi-omics platforms.
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Affiliation(s)
- Giacomo Mulinacci
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Andrea Palermo
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Martina Lucà
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy - .,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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36
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Gerussi A, Halliday N, Carbone M, Invernizzi P, Thorburn D. Open challenges in the management of autoimmune hepatitis. MINERVA GASTROENTERO 2020:S1121-421X.20.02805-6. [PMID: 33267568 DOI: 10.23736/s1121-421x.20.02805-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Autoimmune Hepatitis (AIH) is a rare autoimmune disease of the liver with many open questions as regards its aetiopathogenesis, natural history and clinical management. The classical picture of AIH is chronic hepatitis with fluctuating elevation of serum transaminases and Immunoglobulin G levels, the presence of circulating autoantibodies and typical histological features. However, atypical presentations do occur and are not well captured by current diagnostic scores, with important consequences in terms of missed diagnoses and delayed treatments. AIH is treated with corticosteroids and immunosuppressive drugs but up to 40% of patients do not achieve full biochemical response and are at risk of progressing to cirrhosis and liver failure. Moreover, standard therapies are associated by significant side-effects which may impair the quality of life of patients living with AIH. However, advances in the understanding of the underlying immunology of AIH is raising the prospect of novel therapies and optimisation of existing therapeutic approaches to reduce side-effect burdens and potentially restore immunological tolerance. In this review we outline the clinical characteristics, aetiopathogenesis and management of AIH and current challenges in the diagnosis and management of AIH and provide evidence underlying the evolution of diagnostic and clinical management protocols.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy - .,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy - .,Dan David Center for Human Evolution and Biohistory Research, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel -
| | - Neil Halliday
- Institute for Liver and Digestive Health, University College London, London, UK
| | - Marco Carbone
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Douglas Thorburn
- Institute for Liver and Digestive Health, University College London, London, UK
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Corpechot C, Chazouillères O, Belnou P, Montano-Loza AJ, Mason A, Ebadi M, Eurich D, Chopra S, Jacob D, Schramm C, Sterneck M, Bruns T, Reuken P, Rauchfuss F, Roccarina D, Thorburn D, Gerussi A, Trivedi P, Hirschfield G, McDowell P, Nevens F, Boillot O, Bosch A, Giostra E, Conti F, Poupon R, Parés A, Reig A, Donato MF, Malinverno F, Floreani A, Russo FP, Cazzagon N, Verhelst X, Goet J, Harms M, van Buuren H, Hansen B, Carrat F, Dumortier J. Long-term impact of preventive UDCA therapy after transplantation for primary biliary cholangitis. J Hepatol 2020; 73:559-565. [PMID: 32275981 DOI: 10.1016/j.jhep.2020.03.043] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 03/06/2020] [Accepted: 03/23/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND & AIMS Recurrence of primary biliary cholangitis (PBC) after liver transplantation (LT) is frequent and can impair graft and patient survival. Ursodeoxycholic acid (UDCA) is the current standard therapy for PBC. We investigated the effect of preventive exposure to UDCA on the incidence and long-term consequences of PBC recurrence after LT. METHODS We performed a retrospective cohort study in 780 patients transplanted for PBC, between 1983-2017 in 16 centers (9 countries), and followed-up for a median of 11 years. Among them, 190 received preventive UDCA (10-15 mg/kg/day). The primary outcome was histological evidence of PBC recurrence. The secondary outcomes were graft loss, liver-related death, and all-cause death. The association between preventive UDCA and outcomes was quantified using multivariable-adjusted Cox and restricted mean survival time (RMST) models. RESULTS While recurrence of PBC significantly shortened graft and patient survival, preventive exposure to UDCA was associated with reduced risk of PBC recurrence (adjusted hazard ratio [aHR] 0.41; 95% CI 0.28-0.61; p <0.0001), graft loss (aHR 0.33; 95% CI 0.13-0.82; p <0.05), liver-related death (aHR 0.46; 95% CI 0.22-0.98; p <0.05), and all-cause death (aHR 0.69; 95% CI 0.49-0.96; p <0.05). On RMST analysis, preventive UDCA led to a survival gain of 2.26 years (95% CI 1.28-3.25) over a period of 20 years. Exposure to cyclosporine rather than tacrolimus had a complementary protective effect alongside preventive UDCA, reducing the cumulative incidence of PBC recurrence and all-cause death. CONCLUSIONS Preventive UDCA after LT for PBC is associated with a reduced risk of disease recurrence, graft loss, and death. A regimen combining cyclosporine and preventive UDCA is associated with the lowest risk of PBC recurrence and mortality. LAY SUMMARY Recurrence of primary biliary cholangitis after liver transplantation is frequent and can impair graft and patient survival. We performed the largest international study of transplanted patients with primary biliary cholangitis to date. Preventive administration of ursodeoxycholic acid after liver transplantation was associated with reduced risk of disease recurrence, graft loss, liver-related and all-cause mortality. A regimen combining cyclosporine and preventive ursodeoxycholic acid was associated with the best outcomes.
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Affiliation(s)
- Christophe Corpechot
- Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis, ERN Rare-Liver, Saint-Antoine Hospital, Assistance Publique - Hôpitaux de Paris; Inserm UMR_S938, Saint-Antoine Research Center, Sorbonne University, Paris, France.
| | - Olivier Chazouillères
- Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis, ERN Rare-Liver, Saint-Antoine Hospital, Assistance Publique - Hôpitaux de Paris; Inserm UMR_S938, Saint-Antoine Research Center, Sorbonne University, Paris, France
| | - Pierre Belnou
- Public Health Unit, Saint-Antoine Hospital, Assistance Publique-Hôpitaux de Paris; Pierre Louis Institute of Epidemiology and Public Health, Sorbonne University, Paris, France
| | - Aldo J Montano-Loza
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, Canada
| | - Andrew Mason
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, Canada
| | - Maryam Ebadi
- Division of Gastroenterology and Liver Unit, University of Alberta, Edmonton, Canada
| | - Dennis Eurich
- Department of General, Visceral and Transplantation Surgery, Charité University Hospital, Berlin, Germany
| | - Sascha Chopra
- Department of General, Visceral and Transplantation Surgery, Charité University Hospital, Berlin, Germany
| | - Dietmar Jacob
- Department of General, Visceral and Transplantation Surgery, Charité University Hospital, Berlin, Germany
| | - Christoph Schramm
- Department of Medicine I and Martin Zeitz Center for Rare Diseases, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martina Sterneck
- Department of Medicine I and Martin Zeitz Center for Rare Diseases, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tony Bruns
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany; Department of Internal Medicine IV, Integrated Research and Treatment Center for Sepsis Control and Care, University Hospital, Jena, Germany
| | - Philipp Reuken
- Department of Internal Medicine IV, Integrated Research and Treatment Center for Sepsis Control and Care, University Hospital, Jena, Germany
| | - Falk Rauchfuss
- Department of General, Visceral and Vascular Surgery, University Hospital Jena, Jena, Germany
| | - Davide Roccarina
- University College London Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Douglas Thorburn
- University College London Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Alessio Gerussi
- University College London Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Palak Trivedi
- National Institute for Health Research, Centre for Liver Research, University Hospitals Birmingham, Institute of Immunology and Immunotherapy, University of Birmingham, United Kingdom
| | - Gideon Hirschfield
- National Institute for Health Research, Centre for Liver Research, University Hospitals Birmingham, Institute of Immunology and Immunotherapy, University of Birmingham, United Kingdom; Department of Gastroenterology, University Hospitals Birmingham National Health Service Foundation Trust, Queen Elizabeth Hospital, Birmingham, United Kingdom; Toronto Centre for Liver Disease, University Health Network, University of Toronto, Toronto, Canada
| | - Patrick McDowell
- Department of Gastroenterology, University Hospitals Birmingham National Health Service Foundation Trust, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Frederik Nevens
- Division Liver and Biliopancreatic Disorders, University Hospitals KU, Leuven, Belgium
| | - Olivier Boillot
- Transplant Hepatology Unit, Edouard Herriot Hospital, Hospices Civils de Lyon, Claude Bernard University, Lyon, France
| | - Alexie Bosch
- Transplant Hepatology Unit, Croix Rousse Hospital, Hospices Civils de Lyon, Claude Bernard University, Lyon, France
| | - Emiliano Giostra
- Hepatology and Gastroenterology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Filomena Conti
- Transplant Hepatology Unit, Pitié-Salpêtrière Hospital, Assistance Publique-Hôpitaux de Paris, Sorbonne University, Paris, France
| | - Raoul Poupon
- Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis, ERN Rare-Liver, Saint-Antoine Hospital, Assistance Publique - Hôpitaux de Paris; Inserm UMR_S938, Saint-Antoine Research Center, Sorbonne University, Paris, France
| | - Albert Parés
- Liver Unit, Hospital Clínic, University of Barcelona, The August Pi i Sunyer Biomedical Research Institute, Biomedical Research Networking Center in Hepatic and Digestive Diseases, Barcelona, Spain
| | - Anna Reig
- Liver Unit, Hospital Clínic, University of Barcelona, The August Pi i Sunyer Biomedical Research Institute, Biomedical Research Networking Center in Hepatic and Digestive Diseases, Barcelona, Spain
| | - Maria Francesca Donato
- Transplant Hepatology Unit, Division of Gastroenterology and Hepatology, Maggiore Hospital Policlinico, Milan, Italy
| | - Federica Malinverno
- Transplant Hepatology Unit, Division of Gastroenterology and Hepatology, Maggiore Hospital Policlinico, Milan, Italy
| | - Annarosa Floreani
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Francesco Paolo Russo
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Nora Cazzagon
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Xavier Verhelst
- Department of Gastroenterology and Hepatology, Ghent University Hospital, Ghent, Belgium
| | - Jorn Goet
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Maren Harms
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Henk van Buuren
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Bettina Hansen
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands; Toronto Centre for Liver Disease, University Health Network, University of Toronto, Toronto, Canada
| | - Fabrice Carrat
- Public Health Unit, Saint-Antoine Hospital, Assistance Publique-Hôpitaux de Paris; Pierre Louis Institute of Epidemiology and Public Health, Sorbonne University, Paris, France
| | - Jérôme Dumortier
- Transplant Hepatology Unit, Edouard Herriot Hospital, Hospices Civils de Lyon, Claude Bernard University, Lyon, France
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Gerussi A, Rigamonti C, Elia C, Cazzagon N, Floreani A, Pozzi R, Pozzoni P, Claar E, Pasulo L, Fagiuoli S, Cristoferi L, Carbone M, Invernizzi P. Coronavirus Disease 2019 in Autoimmune Hepatitis: A Lesson From Immunosuppressed Patients. Hepatol Commun 2020; 4:1257-1262. [PMID: 32838102 PMCID: PMC7300554 DOI: 10.1002/hep4.1557] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/22/2020] [Accepted: 06/03/2020] [Indexed: 02/06/2023] Open
Abstract
Chronic immunosuppression is associated with increased and more severe viral infections. However, little is known about the association between immunosuppression and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Our aim was to describe the clinical course of patients with immunosuppressed autoimmune hepatitis (AIH) during coronavirus disease 2019 (COVID-19) infection in Italy. Our study is a case series of patients with AIH treated with immunosuppression, who tested positive for SARS-CoV-2 in March 2020 during the outbreak of COVID-19. Ten patients from seven different hospitals in Italy were diagnosed with COVID-19 during the outbreak of SARS-CoV-2 in March 2020. Seven subjects were female (70%), and age ranged from 27 to 73 years. Before the onset of SARS-CoV-2 infection, all patients were taking immunosuppressive therapy for AIH, and eight of them were on biochemical remission. Two other patients had recent acute onset of their AIH, and consequently started high-dose steroids, as per induction protocol. All patients had a respiratory syndrome and a positive nasal swab for SARS-CoV-2. Five patients developed a computed tomography-confirmed COVID-19 pneumonia. Six subjects received a combination of antiretroviral and antimalarial drugs. In seven patients, the dosage of immunosuppressive medication was changed. Liver enzymes were repeated during SARS-CoV-2 infection in all hospitalized cases; they remained within the normal range in all cases, and improved in the two acute cases treated with high-dose steroids. The clinical outcome was comparable to the reported cases occurring in non-immunosuppressed subjects. Conclusion: Patients under immunosuppressive therapy for AIH developing COVID-19 show a disease course presumptively similar to that reported in the non-immunosuppressed population. These data might aid in medical decisions when dealing with SARS-CoV-2 infection in immunocompromised patients.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly
- European Reference Network on Hepatological DiseasesSan Gerardo HospitalMonzaItaly
| | - Cristina Rigamonti
- Department of Translational MedicineUniversità del Piemonte Orientale UPONovaraItaly
- Division of Internal MedicineAOU Maggiore della CaritàNovaraItaly
| | - Chiara Elia
- Gastroenterology UnitCardinal Massaia HospitalAstiItaly
| | - Nora Cazzagon
- Department of Surgery, Oncology and GastroenterologyUniversity of PadovaPadovaItaly
- European Reference Network on Hepatological Diseases, Gastroenterology UnitAzienda Ospedaliera Universitaria PadovaPadovaItaly
| | - Annarosa Floreani
- Department of Surgery, Oncology and GastroenterologyUniversity of PadovaPadovaItaly
- IRCCS NegrarVeronaItaly
| | | | | | | | - Luisa Pasulo
- Gastroenterology, Hepatology and Liver Transplantation UnitDepartment of MedicineASST Papa Giovanni XXIIIBergamoItaly
| | - Stefano Fagiuoli
- Gastroenterology, Hepatology and Liver Transplantation UnitDepartment of MedicineASST Papa Giovanni XXIIIBergamoItaly
| | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly
- European Reference Network on Hepatological DiseasesSan Gerardo HospitalMonzaItaly
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly
- European Reference Network on Hepatological DiseasesSan Gerardo HospitalMonzaItaly
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver DiseasesDepartment of Medicine and SurgeryUniversity of Milano‐BicoccaMonzaItaly
- European Reference Network on Hepatological DiseasesSan Gerardo HospitalMonzaItaly
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39
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Bossen L, Rebora P, Bernuzzi F, Jepsen P, Gerussi A, Andreone P, Galli A, Terziroli B, Alvaro D, Labbadia G, Aloise C, Baiocchi L, Giannini E, Abenavoli L, Toniutto P, Marra F, Marzioni M, Niro G, Floreani A, Møller HJ, Valsecchi MG, Carbone M, Grønbaek H, Invernizzi P. Soluble CD163 and mannose receptor as markers of liver disease severity and prognosis in patients with primary biliary cholangitis. Liver Int 2020; 40:1408-1414. [PMID: 32279422 DOI: 10.1111/liv.14466] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/30/2020] [Accepted: 03/31/2020] [Indexed: 12/11/2022]
Abstract
INTRODUCTION In primary biliary cholangitis (PBC), macrophages are involved in liver inflammation and fibrosis. The macrophage activation markers, soluble (s)CD163 and mannose receptor (sMR) are associated with liver disease severity and prognosis in other chronic liver diseases. We aimed to investigate sCD163 and sMR in patients with PBC. METHODS We investigated PBC patients from the Italian PBC Study Group cohort and measured macrophage activation markers in serum at study enrolment. Patients were followed from enrolment until they experienced an event or were censored at their last visit. Events were defined as follows: (a) death from a liver-related cause; or (b) liver transplantation (LT) for PBC. We used Cox regression to investigate the association between sCD163 and sMR and long-term prognosis. RESULTS In total, 202 PBC patients were included. Median age was 62 years (interquartile range (IQR), 53-71) at enrolment and 93% were women. Median sCD163 was 3.43 mg/L (IQR 2.48-5.35) and median sMR was 0.35 mg/L (IQR 0.28-0.45). There was an increase in sCD163 and sMR with increasing alkaline phosphatase. Two hundred and one patients were followed for a median of 8.6 years, and sCD163 and sMR predicted long-term risk of liver-related death or LT in univariate analyses, while sCD163 was also associated with outcome after confounder adjusting (adjusted HR = 1.14, 95% CI 1.00-1.30). Finally, we showed an increase in the prediction accuracy of poor outcome by adding sCD163 to the UK-PBC risk score. CONCLUSION The macrophage activation markers sCD163 and sMR represent a non-invasive measure of PBC disease severity that provides useful long-term prognostic information.
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Affiliation(s)
- Lars Bossen
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark.,Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Aarhus University Hospital, Aarhus, Denmark
| | - Paola Rebora
- Center of Biostatistics for Clinical Epidemiology, School of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Francesca Bernuzzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Peter Jepsen
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Alessio Gerussi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Andreone
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Policlinico San Orsola - Universitaria di Bologna, Bologna, Italy
| | - Andrea Galli
- Division of Gastroenterology, University of Florence, Florence, Italy
| | | | - Domenico Alvaro
- Division of Gastroenterology, University of Rome La Sapienza, Rome, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Sapenzia University of Rome, Rome, Italy
| | | | - Chiara Aloise
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | | | - Edoardo Giannini
- Division of Gastroenterology, University of Genova, Genova, Italy
| | | | | | | | - Marco Marzioni
- Division of Gastroenterology, University of Ancona, Ancona, Italy
| | - Grazia Niro
- Casa Sollievo della Sofferenza, S. Giovanni Rotondo, Italy
| | - Annarosa Floreani
- Division of Gastroenterology, University of Padova, Padova, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Azienda Ospedaliera - Universitaria di Padova, Padova, Italy
| | - Holger J Møller
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Maria G Valsecchi
- Center of Biostatistics for Clinical Epidemiology, School of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Marco Carbone
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Henning Grønbaek
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Aarhus University Hospital, Aarhus, Denmark
| | - Pietro Invernizzi
- Division of Gastroenterology, Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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40
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Gerussi A, Lucà M, Cristoferi L, Ronca V, Mancuso C, Milani C, D'Amato D, O'Donnell SE, Carbone M, Invernizzi P. New Therapeutic Targets in Autoimmune Cholangiopathies. Front Med (Lausanne) 2020; 7:117. [PMID: 32318580 PMCID: PMC7154090 DOI: 10.3389/fmed.2020.00117] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 03/18/2020] [Indexed: 12/12/2022] Open
Abstract
Primary biliary cholangitis (PBC) and primary sclerosing cholangitis (PSC) are autoimmune cholangiopathies characterized by limited treatment options. A more accurate understanding of the several pathways involved in these diseases has fostered the development of novel and promising targeted drugs. For PBC, the characterization of the role of farnesoid X receptor (FXR) and perixosome-proliferator activated receptor (PPAR) has paved the way to several clinical trials including different molecules with choleretic and antinflammatory action. Conversely, different pathogenetic models have been proposed in PSC such as the “leaky gut” hypothesis, a dysbiotic microbiota or a defect in mechanisms protecting against bile acid toxicity. Along these theories, new treatment approaches have been developed, ranging from drugs interfering with trafficking of lymphocytes from the gut to the liver, fecal microbiota transplantation or new biliary acids with possible immunomodulatory potential. Finally, for both diseases, antifibrotic agents are under investigation. In this review, we will illustrate current understanding of molecular mechanisms in PBC and PSC, focusing on actionable biological pathways for which novel treatments are being developed.
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Martina Lucà
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Vincenzo Ronca
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy.,National Institute of Health Research Liver Biomedical Research Centre Birmingham, Centre for Liver Research, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Clara Mancuso
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Chiara Milani
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Daphne D'Amato
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Sarah Elizabeth O'Donnell
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
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41
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Bombaci M, Pesce E, Torri A, Carpi D, Crosti M, Lanzafame M, Cordiglieri C, Sinisi A, Moro M, Bernuzzi F, Gerussi A, Geginat J, Muratori L, Terracciano LM, Invernizzi P, Abrignani S, Grifantini R. Novel biomarkers for primary biliary cholangitis to improve diagnosis and understand underlying regulatory mechanisms. Liver Int 2019; 39:2124-2135. [PMID: 31033124 DOI: 10.1111/liv.14128] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Revised: 03/15/2019] [Accepted: 04/19/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND AIMS Primary biliary cholangitis is an autoimmune biliary disease characterized by injury of bile ducts, eventually leading to cirrhosis and death. In most cases, anti-mitochondrial antibodies and persistently elevated serum alkaline phosphatase are the basis for the serological diagnosis. Anti-nuclear antibodies are also useful and may indicate a more aggressive diseases course. In patients in which anti-mitochondrial antibodies are not detected, an accurate diagnosis requires liver histology. This study aims at identifying specific biomarkers for the serological diagnosis of primary biliary cholangitis. METHODS Sera from patients affected by primary biliary cholangitis, primary sclerosing cholangitis, hepatitis C virus (with and without cryoglobulinemia), hepatocarcinoma and healthy donors were tested on a protein array representing 1658 human proteins. The most reactive autoantigens were confirmed by DELFIA analysis on expanded cohorts of the same mentioned serum classes, and on autoimmune hepatitis sera, using anti-PDC-E2 as reference biomarker. RESULTS Two autoantigens, SPATA31A3 and GARP, showed high reactivity with primary biliary cholangitis sera, containing or not anti-mitochondrial antibodies. Their combination with PDC-E2 allowed to discriminate primary biliary cholangitis from all tested control classes with high sensitivity and specificity. We found that GARP expression is upregulated upon exposure to biliary salts in human cholangiocytes, an event involving EGFR and insulin pathways. GARP expression was also detected in biliary duct cells of PBC patients. CONCLUSIONS This study highlighted SPATA31A3 and GARP as new biomarkers for primary biliary cholangitis and unravelled molecular stimuli underlying GARP expression in human cholangiocytes.
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Affiliation(s)
- Mauro Bombaci
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Elisa Pesce
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Anna Torri
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Donatella Carpi
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Mariacristina Crosti
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Manuela Lanzafame
- Institute of Pathology, University Hospital Basel, Basel, Switzerland
| | - Chiara Cordiglieri
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Antonia Sinisi
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Monica Moro
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Francesca Bernuzzi
- Division Gastroenterology and Center for Autoimmune Liver Diseases, University of Milan, Bicocca School of Medicine, Monza, Italy
| | - Alessio Gerussi
- Division Gastroenterology and Center for Autoimmune Liver Diseases, University of Milan, Bicocca School of Medicine, Monza, Italy
| | - Jens Geginat
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Luigi Muratori
- Department of Medical and Surgical Sciences, University of Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | | | - Pietro Invernizzi
- Division Gastroenterology and Center for Autoimmune Liver Diseases, University of Milan, Bicocca School of Medicine, Monza, Italy
| | - Sergio Abrignani
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy.,Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Renata Grifantini
- Istituto Nazionale Genetica Molecolare, Padiglione Romeo ed Enrica Invernizzi, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
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42
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Manno V, Gerussi A, Carbone M, Minelli G, Taruscio D, Conti S, Invernizzi P. A National Hospital-Based Study of Hospitalized Patients With Primary Biliary Cholangitis. Hepatol Commun 2019; 3:1250-1257. [PMID: 31497745 PMCID: PMC6719751 DOI: 10.1002/hep4.1407] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 06/18/2019] [Indexed: 12/16/2022] Open
Abstract
Epidemiological studies on primary biliary cholangitis (PBC) have been based primarily on tertiary referral case series. We aimed to estimate the incidence and prevalence and describe comorbidities in hospitalized patients with PBC in Italy using a national hospital-based data source. Data were extracted from the National Hospital Discharge Database, which includes all Italian individuals discharged from any hospital in the country. All adults diagnosed with biliary cirrhosis (International Classification of Diseases, Ninth Revision, Clinical Modification, 571.6) as the primary or secondary diagnosis from 2011 to 2015 were included. To determine whether a comorbidity was either more or less frequent in PBC patients compared with the general hospitalized Italian population, the standardized hospitalization ratio (SHR) was calculated. A total of 5,533 incident cases were identified from 2011 to 2015, 3,790 of whom were females (68.5%; female to male [F:M] ratio, 2.2:1). Prevalent cases were 9,664, of whom 7,209 were females (74.6%; F:M ratio, 2.9:1). The incident rate was 1.03 × 100,000 in males and 1.92 × 100,000 in females; prevalence was 1.89 × 100,000 in males and 4.75 × 100,000 in females. Extrahepatic autoimmune diseases, malignant neoplasms of liver and intrahepatic biliary ducts, and malignant neoplasms of gallbladder and extrahepatic bile ducts were found more frequently in PBC patients than in the general hospitalized population (SHR > 100), whereas cerebrovascular diseases and ischemic heart diseases were less frequent in PBC individuals (SHR < 100). Conclusion: This national study provides a survey of comorbidities associated with PBC. Hospitalized patients with PBC are more likely to have extrahepatic autoimmune diseases, hepatocellular carcinoma, and biliary tract cancers and a low risk of cardiovascular events.
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Affiliation(s)
- Valerio Manno
- Service of Statistics National Institute of Health Rome Italy
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery University of Milano-Bicocca Monza Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery University of Milano-Bicocca Monza Italy
| | - Giada Minelli
- Service of Statistics National Institute of Health Rome Italy
| | - Domenica Taruscio
- National Center for Rare Diseases National Institute of Health Rome Italy
| | - Susanna Conti
- Service of Statistics National Institute of Health Rome Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery University of Milano-Bicocca Monza Italy
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de Boer YS, Gerussi A, van den Brand FF, Wong GW, Halliday N, Liberal R, Drenth JPH, Thorburn D, Bouma G, Heneghan MA. Association Between Black Race and Presentation and Liver-Related Outcomes of Patients With Autoimmune Hepatitis. Clin Gastroenterol Hepatol 2019; 17:1616-1624.e2. [PMID: 30471454 DOI: 10.1016/j.cgh.2018.11.028] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 11/01/2018] [Accepted: 11/06/2018] [Indexed: 02/06/2023]
Abstract
INTRODUCTION & AIMS Small studies have found that black patients with autoimmune hepatitis (AIH) present with more aggressive disease. We aimed to characterize the presentation and outcome in black and white patients with AIH. METHODS We performed a retrospective study, collecting information from databases of patients with AIH attending the Institute of Liver studies at King's College Hospital, London (1971-October 2015, the Royal Free Hospital, London (1982 through December 2016) and the multicenter Dutch Autoimmune Hepatitis Study Group cohort (2006-August 2016). We identified 88 black patients with AIH and we compared their clinical characteristics and outcomes to 897 white patients with AIH. RESULTS Black patients presented at a younger age (median 38 years vs 45 years) (P = .007), had higher IgG levels (mean 31.0 mg/dL vs 27.5 mg/dL) (P = .04), but there were no significant differences between groups in auto-antibody profiles, International AIH Group scores, or sex distribution of disease. A higher proportion of black patients had systemic lupus erythematosus (10%) than white patients (2%) (P ≤ .001). There was no significant difference in proportions of patients with a response to standard therapy (86% for black patients vs 91% for white patients; P = .20) or in rate of relapse (57% vs 50%; P = .3). Despite this, black patients had an increased risk of liver transplantation and liver-related death (hazard ratio 2.4, 95% confidence interval, 1.4-4.0; P < .001). Overall mortality was similar between the two groups. CONCLUSION In a comparison of black and white patients with AIH in Europe, we found that black patients present at a younger age, have higher levels of IgG levels, and a greater proportion have SLE. We also found black patients to have a greater risk of liver transplantation and liver-related mortality, indicating more aggressive disease.
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Affiliation(s)
- Ynto S de Boer
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers - VU University Medical Center, Amsterdam, the Netherlands; Institute of Liver Studies, King's College Hospital, Denmark Hill, London, London, United Kingdom
| | - Alessio Gerussi
- Sheila Sherlock Liver Centre and UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom; Department of Medicine, University of Udine, Udine, Italy
| | - Floris F van den Brand
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers - VU University Medical Center, Amsterdam, the Netherlands
| | - Guan-Wee Wong
- Institute of Liver Studies, King's College Hospital, Denmark Hill, London, London, United Kingdom
| | - Neil Halliday
- Sheila Sherlock Liver Centre and UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom; Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, United Kingdom
| | - Rodrigo Liberal
- Institute of Liver Studies, King's College Hospital, Denmark Hill, London, London, United Kingdom
| | - Joost P H Drenth
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Douglas Thorburn
- Sheila Sherlock Liver Centre and UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Gerd Bouma
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers - VU University Medical Center, Amsterdam, the Netherlands
| | - Michael A Heneghan
- Institute of Liver Studies, King's College Hospital, Denmark Hill, London, London, United Kingdom.
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Abstract
For many years the one-size-fits-all approach has been the only one available to manage patients affected by primary biliary cholangitis. The introduction of obeticholic acid in 2016 as a second-line treatment, together with the creation and validation of several biochemically based scores to stratify the risk of progressive disease, has opened up the need to redefine clinical practice by changing the actual paradigm. The precision medicine initiative is a model of patient-centered health care that aims to improve medicine based on genotypic and molecular characteristics that correlate to specific phenotypic, individual characteristics. In summary, the aim of the precision medicine is to define the right treatment for the right person at the right time. The availability of a second-line disease-modifying drug and new molecules in phase 2 or 3 trials makes this an exciting time for the precision medicine initiative in primary biliary cholangitis. In this review we describe the current risk stratification tools and we track a possible path towards the application of precision medicine in clinical daily life.
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Affiliation(s)
- Vincenzo Ronca
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Laura Cristoferi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
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45
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Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, San Gerardo Hospital, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.
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46
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Gerussi A, Carbone M, Invernizzi P. Editorial: liver transplantation for primary biliary cholangitis-the need for timely and more effective treatments. Aliment Pharmacol Ther 2019; 49:472-473. [PMID: 30689256 DOI: 10.1111/apt.15095] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, San Gerardo Hospital, University of Milano-Bicocca, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, San Gerardo Hospital, University of Milano-Bicocca, Monza, Italy
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, San Gerardo Hospital, University of Milano-Bicocca, Monza, Italy
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47
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Gerussi A, Cristoferi L, Carbone M, Asselta R, Invernizzi P. The immunobiology of female predominance in primary biliary cholangitis. J Autoimmun 2018; 95:124-132. [DOI: 10.1016/j.jaut.2018.10.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Accepted: 10/17/2018] [Indexed: 12/21/2022]
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48
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Bossen L, Gerussi A, Lygoura V, Mells GF, Carbone M, Invernizzi P. Support of precision medicine through risk-stratification in autoimmune liver diseases – histology, scoring systems, and non-invasive markers. Autoimmun Rev 2018; 17:854-865. [DOI: 10.1016/j.autrev.2018.02.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 02/26/2018] [Indexed: 02/07/2023]
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49
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Carbone M, Nardi A, Flack S, Carpino G, Varvaropoulou N, Gavrila C, Spicer A, Badrock J, Bernuzzi F, Cardinale V, Ainsworth HF, Heneghan MA, Thorburn D, Bathgate A, Jones R, Neuberger JM, Battezzati PM, Zuin M, Taylor-Robinson S, Donato MF, Kirby J, Mitchell-Thain R, Floreani A, Sampaziotis F, Muratori L, Alvaro D, Marzioni M, Miele L, Marra F, Giannini E, Gaudio E, Ronca V, Bonato G, Cristoferi L, Malinverno F, Gerussi A, Stocken DD, Cordell HJ, Hirschfield GM, Alexander GJ, Sandford RN, Jones DE, Invernizzi P, Mells GF. Pretreatment prediction of response to ursodeoxycholic acid in primary biliary cholangitis: development and validation of the UDCA Response Score. Lancet Gastroenterol Hepatol 2018; 3:626-634. [PMID: 30017646 DOI: 10.1016/s2468-1253(18)30163-8] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2018] [Revised: 04/30/2018] [Accepted: 05/03/2018] [Indexed: 02/08/2023]
Abstract
BACKGROUND Treatment guidelines recommend a stepwise approach to primary biliary cholangitis: all patients begin treatment with ursodeoxycholic acid (UDCA) monotherapy and those with an inadequate biochemical response after 12 months are subsequently considered for second-line therapies. However, as a result, patients at the highest risk can wait the longest for effective treatment. We determined whether UDCA response can be accurately predicted using pretreatment clinical parameters. METHODS We did logistic regression analysis of pretreatment variables in a discovery cohort of patients in the UK with primary biliary cholangitis to derive the best-fitting model of UDCA response, defined as alkaline phosphatase less than 1·67 times the upper limit of normal (ULN), measured after 12 months of treatment with UDCA. We validated the model in an external cohort of patients with primary biliary cholangitis and treated with UDCA in Italy. Additionally, we assessed correlations between model predictions and key histological features, such as biliary injury and fibrosis, on liver biopsy samples. FINDINGS 2703 participants diagnosed with primary biliary cholangitis between Jan 1, 1998, and May 31, 2015, were included in the UK-PBC cohort for derivation of the model. The following pretreatment parameters were associated with lower probability of UDCA response: higher alkaline phosphatase concentration (p<0·0001), higher total bilirubin concentration (p=0·0003), lower aminotransferase concentration (p=0·0012), younger age (p<0·0001), longer interval from diagnosis to the start of UDCA treatment (treatment time lag, p<0·0001), and worsening of alkaline phosphatase concentration from diagnosis (p<0·0001). Based on these variables, we derived a predictive score of UDCA response. In the external validation cohort, 460 patients diagnosed with primary biliary cholangitis were treated with UDCA, with follow-up data until May 31, 2016. In this validation cohort, the area under the receiver operating characteristic curve for the score was 0·83 (95% CI 0·79-0·87). In 20 liver biopsy samples from patients with primary biliary cholangitis, the UDCA response score was associated with ductular reaction (r=-0·556, p=0·0130) and intermediate hepatocytes (probability of response was 0·90 if intermediate hepatocytes were absent vs 0·51 if present). INTERPRETATION We have derived and externally validated a model based on pretreatment variables that accurately predicts UDCA response. Association with histological features provides face validity. This model provides a basis to explore alternative approaches to treatment stratification in patients with primary biliary cholangitis. FUNDING UK Medical Research Council and University of Milan-Bicocca.
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Affiliation(s)
- Marco Carbone
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK; Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy.
| | - Alessandra Nardi
- Department of Mathematics, University of Rome Tor Vergata, Rome, Italy
| | - Steve Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Guido Carpino
- Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy
| | | | | | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Jonathan Badrock
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Francesca Bernuzzi
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Vincenzo Cardinale
- Department of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, Sapienza University of Rome, Rome, Italy
| | - Holly F Ainsworth
- Institute of Health & Society, Newcastle University, Newcastle-upon-Tyne, UK
| | - Michael A Heneghan
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
| | - Douglas Thorburn
- Sheila Sherlock Liver Centre, The Royal Free London NHS Foundation Trust, London, UK
| | - Andrew Bathgate
- Scottish Liver Transplant Unit, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Rebecca Jones
- Liver Unit, St James's University Hospital, Leeds, UK
| | | | | | - Massimo Zuin
- Division of Internal Medicine and Liver Unit, Ospedale San Paolo, Milan, Italy
| | - Simon Taylor-Robinson
- Liver Unit, Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Imperial College London, London, UK
| | - Maria F Donato
- CRC "AM e A Migliavacca" Center for the Study of Liver Disease, Division of Gastroenterology and Hepatology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - John Kirby
- Applied Immunobiology and Transplantation Research Group, Institute of Cellular Medicine, Faculty of Medical Sciences, Newcastle University, Newcastle-upon-Tyne, UK
| | | | - Annarosa Floreani
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Fotios Sampaziotis
- Department of Surgery, Wellcome Trust-Medical Research Council Stem Cell Institute, Anne McLaren Laboratory, University of Cambridge, Cambridge, UK
| | - Luigi Muratori
- Liver Unit, Policlinico di Sant'Orsola-Malpighi, Bologna, Italy
| | - Domenico Alvaro
- Department of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, Sapienza University of Rome, Rome, Italy
| | - Marco Marzioni
- Division of Gastroenterology and Hepatology, Ospedali Riuniti University Hospital, Ancona, Italy
| | - Luca Miele
- Department of Internal Medicine and Gastroenterology, Gemelli University Hospital, Rome, Italy
| | - Fabio Marra
- Department of Clinical and Experimental Medicine, University of Florence, Florence, Italy
| | - Edoardo Giannini
- Division of Gastroenterology, Department of Internal Medicine, IRCCS-Azienda Ospedaliera Universitaria San Martino-IST, Genoa, Italy
| | - Eugenio Gaudio
- Department of Anatomy, Histology, Legal Medicine, and Orthopedics, Sapienza University of Rome, Rome, Italy
| | - Vincenzo Ronca
- Division of Internal Medicine and Liver Unit, Ospedale San Paolo, Milan, Italy
| | - Giulia Bonato
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Laura Cristoferi
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Federica Malinverno
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Alessio Gerussi
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - Deborah D Stocken
- Institute of Health & Society, Newcastle University, Newcastle-upon-Tyne, UK
| | - Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle-upon-Tyne, UK
| | - Gideon M Hirschfield
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK; University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | | | - Richard N Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - David E Jones
- Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne, UK
| | - Pietro Invernizzi
- Division of Gastroenterology and Hepatology, Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy
| | - George F Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
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Buzzetti E, Parikh PM, Gerussi A, Tsochatzis E. Gender differences in liver disease and the drug-dose gender gap. Pharmacol Res 2017; 120:97-108. [PMID: 28336373 DOI: 10.1016/j.phrs.2017.03.014] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 03/17/2017] [Accepted: 03/17/2017] [Indexed: 12/14/2022]
Abstract
Although gender-based medicine is a relatively recent concept, it is now emerging as an important field of research, supported by the finding that many diseases manifest differently in men and women and therefore, might require a different treatment. Sex-related differences regarding the epidemiology, progression and treatment strategies of certain liver diseases have long been known, but most of the epidemiological and clinical trials still report results only about one sex, with consequent different rate of response and adverse reactions to treatment between men and women in clinical practice. This review reports the data found in the literature concerning the gender-related differences for the most representative hepatic diseases.
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Affiliation(s)
- Elena Buzzetti
- UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, UK.
| | - Pathik M Parikh
- UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, UK
| | - Alessio Gerussi
- UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, UK; Internal Medicine Unit, Department of Experimental and Clinical Medical Sciences, University of Udine, Udine, Italy
| | - Emmanuel Tsochatzis
- UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, UK
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