1
|
Nguyen QTN, Lin SJ, Nguyen PA, Phuc PT, Hsu MH, Huang CY, Hung CS, Lu CY, Hsu JC. Early prediction of cardiovascular events following treatments in female breast cancer patients: Application of real-world data and artificial intelligence. Breast 2025; 81:104438. [PMID: 40153938 PMCID: PMC11992427 DOI: 10.1016/j.breast.2025.104438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 03/04/2025] [Accepted: 03/09/2025] [Indexed: 04/01/2025] Open
Abstract
•Application of real-world data and artificial intelligence in detecting cardiotoxicity following cancer treatment. •Clinical features have been used to develop prediction models. •Important features include age, tumor size, hypertension, HbA1c, HDL, creatinine, bilirubin, BUN, ALT, and diabetes. •This study offers potential approaches for cardio-oncology clinical practice.
Collapse
Affiliation(s)
- Quynh T N Nguyen
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei City, Taiwan; Institute of Pharmaceutical Education and Research, Binh Duong University, Binh Duong province, Viet Nam
| | - Shwu-Jiuan Lin
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei City, Taiwan
| | - Phung-Anh Nguyen
- Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan; Clinical Data Center, Office of Data Science, Taipei Medical University, Taipei City, Taiwan; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei City, Taiwan; Research Center of Health Care Industry Data Science, College of Management, Taipei Medical University, Taipei City, Taiwan
| | - Phan Thanh Phuc
- International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei City, Taiwan
| | - Min-Huei Hsu
- Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan; International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei City, Taiwan
| | - Chun-Yao Huang
- Division of Cardiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City, Taiwan
| | - Chin-Sheng Hung
- Department of Surgery, Taipei Medical University Hospital, Taipei Medical University, Taipei City, Taiwan
| | - Christine Y Lu
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA; Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, NSW, Australia; School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Jason C Hsu
- Clinical Data Center, Office of Data Science, Taipei Medical University, Taipei City, Taiwan; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei City, Taiwan; Research Center of Health Care Industry Data Science, College of Management, Taipei Medical University, Taipei City, Taiwan; International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei City, Taiwan.
| |
Collapse
|
2
|
Sist P, Urbani R, Tramer F, Bandiera A, Passamonti S. The HELP-UnaG Fusion Protein as a Bilirubin Biosensor: From Theory to Mature Technological Development. Molecules 2025; 30:439. [PMID: 39942546 PMCID: PMC11820890 DOI: 10.3390/molecules30030439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 02/16/2025] Open
Abstract
HUG is the HELP-UnaG recombinant fusion protein featuring the typical functions of both HELP and UnaG. In HUG, the HELP domain is a thermoresponsive human elastin-like polypeptide. It forms a shield enwrapping the UnaG domain that emits bilirubin-dependent fluorescence. Here, we recapitulate the technological development of this bifunctional synthetic protein from the theoretical background of its distinct protein moieties to the detailed characterization of its macromolecular and functional properties. These pieces of knowledge are the foundations for HUG production and application in the fluorometric analysis of bilirubin and its congeners, biliverdin and bilirubin glucuronide. These bile pigments are metabolites that arise from the catabolism of heme, the prosthetic group of cytochromes, hemoglobin and several other intracellular enzymes engaged in electron transfer, oxygen transport and protection against oxygen free radicals. The HUG assay is a powerful, user-friendly and affordable analytical tool that alone supports research at each level of complexity or taxonomy of living entities, from enzymology, cell biology and pathophysiology to veterinary and clinical sciences.
Collapse
Affiliation(s)
- Paola Sist
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Ranieri Urbani
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, 34127 Trieste, Italy;
| | - Federica Tramer
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Antonella Bandiera
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Sabina Passamonti
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| |
Collapse
|
3
|
Huang L, Zhang L, Gao D, Sun M, An W, Sun Q, Zeng F, Cui B. Association of total bilirubin and prognosis in disorders of consciousness. Sci Rep 2024; 14:20071. [PMID: 39209971 PMCID: PMC11362453 DOI: 10.1038/s41598-024-71124-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
Accurate prediction of the recovery of Disorders of Consciousness (DoC) is of paramount significance for clinicians and families. Serum total bilirubin (TBIL) formed by activation of heme oxygenase 2, is associated with incidence and prognosis of cardiovascular and cerebrovascular diseases. However, studies that based TBIL and DoC are limited. The study attempted to examine the association between serum TBIL levels and prognosis in patients with DoC. One hundred and sixty-eight patients with DoC in the Second hospital of Shandong University from June 2021 to June 2023 were recruited. The clinical characteristics and venous blood samples were collected within 24 h after admission. The diagnosis of DoC was determined by two skilled investigators employing various behavioral evaluations along the coma recovery scale-revised (CRS-R) and the investigators conducted follow-up assessments of diagnosis at 1, 3, and 6 months after admission. For statistical analysis, we categorized patients with an improvement in clinical diagnosis from study entry as having a "good outcome". In total, 139 individuals enrolled in the study. The median TBIL level was 8.2 μmol/L. Good recovery of DoC at 1, 3, and 6 months occurred in 25 (18.0%), 41 (29.5%), and 56 (40.3%) patients, respectively. After full adjustment, a significant association was found between TBIL levels and the prognosis of DoC at 1, 3, and 6 months. When TBIL levels were analyzed as categorical variables, an increasing trend in the tertiles of TBIL levels demonstrated a significant positive association with the recovery of DoC at 1, 3, and 6 months. Stratified analysis revealed that the association between serum TBIL levels and the recovery of DoC remained consistent across different sub-populations. A high serum TBIL level is associated with an improved likelihood of recovery of DoC. Additional research is required to elucidate the underlying pathophysiological causal association between TBIL levels and DoC.
Collapse
Affiliation(s)
- Laigang Huang
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Li Zhang
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Dongmei Gao
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Min Sun
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Wenhan An
- Department of Rehabilitation Medicine, Yu Huang Ding Hospital, Yantai, Shandong, China
| | - Qiangsan Sun
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Fanshuo Zeng
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China
| | - Baojuan Cui
- Department of Rehabilitation Medicine, The Second Hospital of Shandong University, 247# Beiyuan Street, Jinan, 250033, Shandong, China.
| |
Collapse
|
4
|
Herreros-Cabello A, Bosch-Nicolau P, Pérez-Molina JA, Salvador F, Monge-Maillo B, Rodriguez-Palomares JF, Ribeiro ALP, Sánchez-Montalvá A, Sabino EC, Norman FF, Fresno M, Gironès N, Molina I. Identification of Chagas disease biomarkers using untargeted metabolomics. Sci Rep 2024; 14:18768. [PMID: 39138245 PMCID: PMC11322173 DOI: 10.1038/s41598-024-69205-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 08/01/2024] [Indexed: 08/15/2024] Open
Abstract
Untargeted metabolomic analysis is a powerful tool used for the discovery of novel biomarkers. Chagas disease (CD), caused by Trypanosoma cruzi, is a neglected tropical disease that affects 6-7 million people with approximately 30% developing cardiac manifestations. The most significant clinical challenge lies in its long latency period after acute infection, and the lack of surrogate markers to predict disease progression or cure. In this cross-sectional study, we analyzed sera from 120 individuals divided into four groups: 31 indeterminate CD, 41 chronic chagasic cardiomyopathy (CCC), 18 Latin Americans with other cardiomyopathies and 30 healthy volunteers. Using a high-throughput panel of 986 metabolites, we identified three distinct profiles among individuals with cardiomyopathy, indeterminate CD and healthy volunteers. After a more stringent analysis, we identified some potential biomarkers. Among peptides, phenylacetylglutamine and fibrinopeptide B (1-13) exhibited an increasing trend from controls to ICD and CCC. Conversely, reduced levels of bilirubin and biliverdin alongside elevated urobilin correlated with disease progression. Finally, elevated levels of cystathionine, phenol glucuronide and vanillactate among amino acids distinguished CCC individuals from ICD and controls. Our novel exploratory study using metabolomics identified potential biomarker candidates, either alone or in combination that if confirmed, can be translated into clinical practice.
Collapse
Affiliation(s)
- Alfonso Herreros-Cabello
- Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain
- Departamento de Biología Molecular, Universidad Autónoma de Madrid (UAM), 28049, Madrid, Spain
| | - Pau Bosch-Nicolau
- Infectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - José A Pérez-Molina
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- National Referral Unit for Tropical Diseases, Infectious Diseases Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Fernando Salvador
- Infectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Begoña Monge-Maillo
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- National Referral Unit for Tropical Diseases, Infectious Diseases Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Jose F Rodriguez-Palomares
- Department of Cardiology, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain
- CIBER de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Madrid, Spain
| | | | - Adrián Sánchez-Montalvá
- Infectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ester Cerdeira Sabino
- Faculdade de Medicina, Universidade de São Paulo, Instituto de Medicina Tropical de São Paulo, São Paulo, Brazil
| | - Francesca F Norman
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- National Referral Unit for Tropical Diseases, Infectious Diseases Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Manuel Fresno
- Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain
- Departamento de Biología Molecular, Universidad Autónoma de Madrid (UAM), 28049, Madrid, Spain
- Instituto Universitario de Biología Molecular, Universidad Autónoma de Madrid (IUBM-UAM), Madrid, Spain
- Instituto de Investigación Sanitaria, Hospital Universitario de La Princesa, Madrid, Spain
| | - Núria Gironès
- Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain
- Departamento de Biología Molecular, Universidad Autónoma de Madrid (UAM), 28049, Madrid, Spain
- Instituto Universitario de Biología Molecular, Universidad Autónoma de Madrid (IUBM-UAM), Madrid, Spain
- Instituto de Investigación Sanitaria, Hospital Universitario de La Princesa, Madrid, Spain
| | - Israel Molina
- Infectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
- Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain.
| |
Collapse
|
5
|
Punzo A, Silla A, Fogacci F, Perillo M, Cicero AFG, Caliceti C. Bile Acids and Bilirubin Role in Oxidative Stress and Inflammation in Cardiovascular Diseases. Diseases 2024; 12:103. [PMID: 38785758 PMCID: PMC11119340 DOI: 10.3390/diseases12050103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/25/2024] Open
Abstract
Bile acids (BAs) and bilirubin, primarily known for their role in lipid metabolism and as heme catabolite, respectively, have been found to have diverse effects on various physiological processes, including oxidative stress and inflammation. Indeed, accumulating evidence showed that the interplay between BAs and bilirubin in these processes involves intricate regulatory mechanisms mediated by specific receptors and signaling pathways under certain conditions and in specific contexts. Oxidative stress plays a significant role in the development and progression of cardiovascular diseases (CVDs) due to its role in inflammation, endothelial dysfunction, hypertension, and other risk factors. In the cardiovascular (CV) system, recent studies have suggested that BAs and bilirubin have some opposite effects related to oxidative and inflammatory mechanisms, but this area of research is still under investigation. This review aims to introduce BAs and bilirubin from a biochemical and physiological point of view, emphasizing their potential protective or detrimental effects on CVDs. Moreover, clinical studies that have assessed the association between BAs/bilirubin and CVD were examined in depth to better interpret the possible link between them.
Collapse
Affiliation(s)
- Angela Punzo
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
- Biostructures and Biosystems National Institute (INBB), 00136 Rome, Italy
| | - Alessia Silla
- Department for Life Quality Studies, Alma Mater Studiorum, University of Bologna, 47921 Rimini, Italy;
| | - Federica Fogacci
- Hypertension and Cardiovascular Risk Research Center, Medical and Surgery Sciences Dept., Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy;
| | - Matteo Perillo
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
| | - Arrigo F. G. Cicero
- Hypertension and Cardiovascular Risk Research Center, Medical and Surgery Sciences Dept., Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy;
- Cardiovascular Medicine Unit, IRCCS AOU di Bologna, 40138 Bologna, Italy
| | - Cristiana Caliceti
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
- Biostructures and Biosystems National Institute (INBB), 00136 Rome, Italy
- Interdepartmental Centre for Industrial Agrofood Research—CIRI Agrofood, University of Bologna, 47521 Cesena, Italy
| |
Collapse
|
6
|
Liu Z, Meng Z, Wei D, Qin Y, Lv Y, Xie L, Qiu H, Xie B, Li L, Wei X, Zhang D, Liang B, Li W, Qin S, Yan T, Meng Q, Wei H, Jiang G, Su L, Jiang N, Zhang K, Lv J, Hu Y. Predictive model and risk analysis for coronary heart disease in people living with HIV using machine learning. BMC Med Inform Decis Mak 2024; 24:110. [PMID: 38664736 PMCID: PMC11046885 DOI: 10.1186/s12911-024-02511-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE This study aimed to construct a coronary heart disease (CHD) risk-prediction model in people living with human immunodeficiency virus (PLHIV) with the help of machine learning (ML) per electronic medical records (EMRs). METHODS Sixty-one medical characteristics (including demography information, laboratory measurements, and complicating disease) readily available from EMRs were retained for clinical analysis. These characteristics further aided the development of prediction models by using seven ML algorithms [light gradient-boosting machine (LightGBM), support vector machine (SVM), eXtreme gradient boosting (XGBoost), adaptive boosting (AdaBoost), decision tree, multilayer perceptron (MLP), and logistic regression]. The performance of this model was assessed using the area under the receiver operating characteristic curve (AUC). Shapley additive explanation (SHAP) was further applied to interpret the findings of the best-performing model. RESULTS The LightGBM model exhibited the highest AUC (0.849; 95% CI, 0.814-0.883). Additionally, the SHAP plot per the LightGBM depicted that age, heart failure, hypertension, glucose, serum creatinine, indirect bilirubin, serum uric acid, and amylase can help identify PLHIV who were at a high or low risk of developing CHD. CONCLUSION This study developed a CHD risk prediction model for PLHIV utilizing ML techniques and EMR data. The LightGBM model exhibited improved comprehensive performance and thus had higher reliability in assessing the risk predictors of CHD. Hence, it can potentially facilitate the development of clinical management techniques for PLHIV care in the era of EMRs.
Collapse
Affiliation(s)
- Zengjing Liu
- Information and Management College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Zhihao Meng
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Di Wei
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Yuan Qin
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Yu Lv
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Luman Xie
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Hong Qiu
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Bo Xie
- Information and Management College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Lanxiang Li
- Basic Medical College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Xihua Wei
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Die Zhang
- Collaborative Innovation Centre of Regenerative Medicine and Medical BioResource Development and Application Co- constructed by the Province, Ministry of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Boying Liang
- Basic Medical College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Wen Li
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Shanfang Qin
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Tengyue Yan
- Collaborative Innovation Centre of Regenerative Medicine and Medical BioResource Development and Application Co- constructed by the Province, Ministry of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Qiuxia Meng
- Information and Management College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Huilin Wei
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Guiyang Jiang
- Department of rehabilitation medicine, Department of the First affliated hospital of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Lingsong Su
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China
| | - Nili Jiang
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China
| | - Kai Zhang
- Guangxi Clinical Center for AIDS Prevention and Treatment, Chest Hospital of Guangxi Zhuang Autonomous Region, No. 8 Yangjiaoshan Road, Liuzhou, Guangxi, 545005, China.
| | - Jiannan Lv
- Affiliate Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, 533000, China.
| | - Yanling Hu
- Information and Management College of Guangxi Medical University, Nanning, Guangxi, 530021, China.
- Life Sciences College of Guangxi Medical University, Nanning, Guangxi, 530021, China.
- Collaborative Innovation Centre of Regenerative Medicine and Medical BioResource Development and Application Co- constructed by the Province, Ministry of Guangxi Medical University, Nanning, Guangxi, 530021, China.
- Faculty of Data science, City University of Macau, 999078, Macau, China.
| |
Collapse
|
7
|
Sutton SS, Magagnoli J, Cummings T, Hardin JW. Serum Bilirubin Levels and Risk of Venous Thromboembolism among Influenza Patients: A Cohort Study. Clin Appl Thromb Hemost 2024; 30:10760296241275138. [PMID: 39215507 PMCID: PMC11367695 DOI: 10.1177/10760296241275138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/17/2024] [Accepted: 07/25/2024] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVE This study aimed to investigate the associations between total serum bilirubin levels and the incidence of venous thromboembolism (VTE) among patients with influenza infection. METHODS A retrospective cohort study was conducted among outpatients with laboratory-confirmed influenza using data from the Veterans Affairs Informatics and Computing Infrastructure (VINCI). Propensity score weighting was applied to balance study groups across baseline covariates. Cox proportional hazards models assessed VTE risk by total bilirubin levels, adjusting for important covariates including age, sex, race, comorbidity index, BMI, and smoking status. RESULTS A total of 487 patients with total bilirubin levels <0.3 mg/dL, 8608 patients with levels between 0.3-1 mg/dL, and 1148 patients with levels >1 mg/dL were included. Patients with bilirubin <0.3 mg/dL exhibited a 6-fold higher risk of VTE compared to those with levels 0.3-1 mg/dL within 30 days of infection (HR = 6.2, 95% CI = 1.46-26.42). Elevated risks were noted through 90 days post infection (HR = 4.71, 95% CI = (1.42-15.67)). CONCLUSIONS Serum bilirubin levels, particularly below 0.3 mg/dL, were significantly associated with an increased risk of VTE among individuals with influenza. These findings suggest that lower bilirubin levels may contribute to heightened inflammatory responses and subsequent thromboembolic events in patients with influenza. The underlying mechanisms and potential therapeutic implications for VTE prevention among patients with acute respiratory infection warrants further consideration.
Collapse
Affiliation(s)
- S. Scott Sutton
- Dorn Research Institute, Columbia VA Health Care System, Columbia, South Carolina; Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, SC, USA
| | - Joseph Magagnoli
- Dorn Research Institute, Columbia VA Health Care System, Columbia, South Carolina; Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, SC, USA
| | - Tammy Cummings
- Dorn Research Institute, Columbia VA Health Care System, Columbia, South Carolina; Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, SC, USA
| | - James W. Hardin
- Dorn Research Institute, Columbia VA Health Care System, Columbia, South Carolina; Department of Epidemiology & Biostatistics, University of South Carolina, Columbia, SC, USA
| |
Collapse
|
8
|
Avgousti H, Feinstein MJ. Prevention and treatment of cardiovascular disease in HIV: practical insights in an evolving field. TOPICS IN ANTIVIRAL MEDICINE 2023; 31:559-565. [PMID: 38198667 PMCID: PMC10776033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
People with HIV (PWH) are at higher risk for cardiovascular disease (CVD) than people without HIV. As antiretroviral therapy (ART) and the natural history of HIV have evolved, so have the pathogenesis and manifestations of HIV-associated CVD. Epidemiologic data from several cohorts demonstrate that PWH have an approximately 50% higher risk than people without HIV for CVD, including, but not limited to, myocardial infarction and heart failure. This elevated CVD risk is not universal among PWH; for instance, the risk is higher among individuals with a history of sustained unsuppressed viremia, diminished CD4+ cell count recovery, or hepatitis C virus coinfection. Specific antiretroviral drugs may also associate differently with CVD risk. Regarding management, the recent REPRIEVE (Randomized Trial to Prevent Vascular Events in HIV) study results demonstrated a 35% relative risk reduction in atherosclerotic CVD for PWH at low to moderate predicted risk taking pitavastatin; this is a larger reduction than for comparable moderate-intensity statins in the general population. Whether these higher-than-expected reductions in CVD risk among PWH also extend to higher-intensity statins and into secondary prevention settings for people with existing CVD merits further study. Nonlipid approaches to CVD risk reduction in PWH-ranging from antithrombotic therapy to inflammation-modulating therapy-remain under active investigation. Results of these studies will provide essential information to further guide CVD management in PWH.
Collapse
|
9
|
Sist P, Tramer F, Bandiera A, Urbani R, Redenšek Trampuž S, Dolžan V, Passamonti S. Nanoscale Bilirubin Analysis in Translational Research and Precision Medicine by the Recombinant Protein HUG. Int J Mol Sci 2023; 24:16289. [PMID: 38003479 PMCID: PMC10671013 DOI: 10.3390/ijms242216289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/09/2023] [Accepted: 11/11/2023] [Indexed: 11/26/2023] Open
Abstract
Bilirubin is a toxicological biomarker for hemolysis and liver diseases. The current automated diazo method used in clinical chemistry has limited applicability in rodent models and cannot be used in small animals relevant to toxicology, microphysiological systems, cell cultures, and kinetic studies. Here, we present a versatile fluorometric method for nanoscale analysis of bilirubin based on its highly specific binding to the recombinant bifunctional protein HELP-UnaG (HUG). The assay is sensitive (LoQ = 1.1 nM), accurate (4.5% relative standard error), and remarkably robust, allowing analysis at pH 7.4-9.5, T = 25-37 °C, in various buffers, and in the presence of 0.4-4 mg × L-1 serum albumin or 30% DMSO. It allows repeated measurements of bilirubinemia in murine models and small animals, fostering the 3Rs principle. The assay determines bilirubin in human plasma with a relative standard error of 6.7% at values that correlate and agree with the standard diazo method. Furthermore, it detects differences in human bilirubinemia related to sex and UGT1A1 polymorphisms, thus demonstrating its suitability for the uniform assessment of bilirubin at the nanoscale in translational and precision medicine.
Collapse
Affiliation(s)
- Paola Sist
- Department of Life Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Federica Tramer
- Department of Life Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Antonella Bandiera
- Department of Life Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| | - Ranieri Urbani
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy;
| | - Sara Redenšek Trampuž
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (S.R.T.); (V.D.)
| | - Vita Dolžan
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (S.R.T.); (V.D.)
| | - Sabina Passamonti
- Department of Life Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy; (P.S.); (F.T.); (A.B.)
| |
Collapse
|
10
|
Pickett JR, Wu Y, Zacchi LF, Ta HT. Targeting endothelial vascular cell adhesion molecule-1 in atherosclerosis: drug discovery and development of vascular cell adhesion molecule-1-directed novel therapeutics. Cardiovasc Res 2023; 119:2278-2293. [PMID: 37595265 PMCID: PMC10597632 DOI: 10.1093/cvr/cvad130] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 06/14/2023] [Accepted: 07/04/2023] [Indexed: 08/20/2023] Open
Abstract
Vascular cell adhesion molecule-1 (VCAM-1) has been well established as a critical contributor to atherosclerosis and consequently as an attractive therapeutic target for anti-atherosclerotic drug candidates. Many publications have demonstrated that disrupting the VCAM-1 function blocks monocyte infiltration into the sub-endothelial space, which effectively prevents macrophage maturation and foam cell transformation necessary for atherosclerotic lesion formation. Currently, most VCAM-1-inhibiting drug candidates in pre-clinical and clinical testing do not directly target VCAM-1 itself but rather down-regulate its expression by inhibiting upstream cytokines and transcriptional regulators. However, the pleiotropic nature of these regulators within innate immunity means that optimizing dosage to a level that suppresses pathological activity while preserving normal physiological function is extremely challenging and oftentimes infeasible. In recent years, highly specific pharmacological strategies that selectively inhibit VCAM-1 function have emerged, particularly peptide- and antibody-based novel therapeutics. Studies in such VCAM-1-directed therapies so far remain scarce and are limited by the constraints of current experimental atherosclerosis models in accurately representing the complex pathophysiology of the disease. This has prompted the need for a comprehensive review that recounts the evolution of VCAM-1-directed pharmaceuticals and addresses the current challenges in novel anti-atherosclerotic drug development.
Collapse
Affiliation(s)
- Jessica R Pickett
- Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, West Creek Road, Nathan, QLD 4111, Australia
- School of Environment and Science, Griffith University, Kessels Road, Nathan, QLD 4111, Australia
| | - Yuao Wu
- Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, West Creek Road, Nathan, QLD 4111, Australia
| | - Lucia F Zacchi
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland, St. Lucia, QLD 4072, Australia
- School of Chemistry and Molecular Biosciences, the University of Queensland, St. Lucia, QLD 4072, Australia
| | - Hang T Ta
- Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, West Creek Road, Nathan, QLD 4111, Australia
- School of Environment and Science, Griffith University, Kessels Road, Nathan, QLD 4111, Australia
| |
Collapse
|
11
|
Wang G, Qiao L, Tang Z, Zhou S, Min J, Li M. Association between bilirubin levels and risk of stroke: a systematic review and meta-analysis. BMJ Open 2023; 13:e064433. [PMID: 37164466 PMCID: PMC10174027 DOI: 10.1136/bmjopen-2022-064433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/12/2023] Open
Abstract
OBJECTIVE To evaluate the association between bilirubin levels and stroke risk. DESIGN Systematic review and meta-analysis, reported in accordance with Meta-analysis Of Observational Studies in Epidemiology guidelines. DATA SOURCES The PubMed, Embase, Cochrane Central Register of Controlled Trials and China National Knowledge Infrastructure Databases were searched from inception up to 27 February 2022. ELIGIBILITY CRITERIA Cohort studies assessing the dose-response relationship between bilirubin levels and risk of stroke were eligible for inclusion. There were no language restrictions. DATA EXTRACTION AND SYNTHESIS All data from eligible studies were collected and assessed by two independent investigators. We generated pooled relative risks (RRs) with 95% CIs. We used a restricted cubic spline model for the dose-response analyses. Subsequent subgroup analyses were conducted according to stroke outcomes, follow-up duration, geographical area and size of the cohort. RESULTS Nine articles including results from 11 cohort studies with 7835 cases of stroke and 263 596 participants met the inclusion criteria. The summarised RR of stroke comparing the highest and lowest bilirubin level was 0.85 (95% CI 0.72 to 0.99). The dose-response analysis indicated that a 15 µmol/L increment of bilirubin level was associated with an 18% lower risk of stroke (RR=0.82, 95% CI 0.67 to 0.99). For ischaemic stroke, the RR was 0.76 (95% CI 0.58 to 0.99). Significant publication bias was not detected. CONCLUSIONS Elevated bilirubin levels were associated with a decreased risk of stroke among adults. PROSPERO REGISTRATION NUMBER CRD42017071497.
Collapse
Affiliation(s)
- Gege Wang
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Luyao Qiao
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Zhenyu Tang
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Siqi Zhou
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Jun Min
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Min Li
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| |
Collapse
|
12
|
Kartoun U, Fahed AC, Kany S, Singh P, Khurshid S, Patel AP, Batra P, Philippakis A, Khera AV, Lubitz SA, Ellinor PT, Anand V, Ng K. Exploring the link between Gilbert's syndrome and atherosclerotic cardiovascular disease: insights from a subpopulation-based analysis of over one million individuals. EUROPEAN HEART JOURNAL OPEN 2023; 3:oead059. [PMID: 37377635 PMCID: PMC10291878 DOI: 10.1093/ehjopen/oead059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/15/2023] [Accepted: 06/07/2023] [Indexed: 06/29/2023]
Affiliation(s)
| | - Akl C Fahed
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
| | - Shinwan Kany
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Pulkit Singh
- Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shaan Khurshid
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston, MA, USA
| | - Aniruddh P Patel
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
| | - Puneet Batra
- Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Anthony Philippakis
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amit V Khera
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Verve Therapeutics, Boston, MA, USA
| | - Steven A Lubitz
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick T Ellinor
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston, MA, USA
| | - Vibha Anand
- Center for Computational Health, IBM Research, 314 Main St., Cambridge, MA 02142, USA
| | | |
Collapse
|
13
|
Zhao K, Wang R, Chen R, Liu J, Ye Q, Wang K, Li J. Association between bilirubin levels with incidence and prognosis of stroke: A meta-analysis. Front Neurosci 2023; 17:1122235. [PMID: 36866331 PMCID: PMC9971723 DOI: 10.3389/fnins.2023.1122235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 01/31/2023] [Indexed: 02/16/2023] Open
Abstract
Objective Bilirubin has anti-inflammatory, antioxidant, and neuroprotective properties, but the association between bilirubin and stroke remains contentious. A meta-analysis of extensive observational studies on the relationship was conducted. Methods Studies published before August 2022 were searched in PubMed, EMBASE, and Cochrane Library. Cohort, cross-sectional and case-control studies that examined the association between circulating bilirubin and stroke were included. The primary outcome included the incidence of stroke and bilirubin quantitative expression level between stroke and control, and the secondary outcome was stroke severity. All pooled outcome measures were determined using random-effects models. The meta-analysis, subgroup analysis, and sensitivity analysis were performed using Stata 17. Results A total of 17 studies were included. Patients with stroke had a lower total bilirubin level (mean difference = -1.33 μmol/L, 95% CI: -2.12 to -0.53, P < 0.001). Compared with the lowest bilirubin level, total odds ratio (OR) of the highest bilirubin for the occurrence of stroke was 0.71 (95% CI: 0.61-0.82) and ischemic stroke was 0.72 (95% CI: 0.57-0.91), especially in cohort studies with accepted heterogeneity (I 2 = 0). Serum total and direct bilirubin levels were significantly and positively associated with stroke severity. A stratified analysis based on gender showed that the total bilirubin level in males correlated with ischemic stroke or stroke, which was not noted in females. Conclusion While our findings suggest associations between bilirubin levels and stroke risk, existing evidence is insufficient to establish a definitive association. Better-designed prospective cohort studies should further clarify pertinent questions (PROSPERO registration number: CRD42022374893).
Collapse
Affiliation(s)
- Kun Zhao
- Department of Rehabilitation Medicine, Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Rui Wang
- Department of Rehabilitation Medicine, Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
- Bengbu Medical College, Bengbu, Anhui, China
| | - Rongrong Chen
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jialei Liu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Qing Ye
- Department of Rehabilitation Medicine, Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Kai Wang
- Department of Neurology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Juebao Li
- Department of Rehabilitation Medicine, Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| |
Collapse
|
14
|
Endothelial senescence in vascular diseases: current understanding and future opportunities in senotherapeutics. Exp Mol Med 2023; 55:1-12. [PMID: 36599934 PMCID: PMC9898542 DOI: 10.1038/s12276-022-00906-w] [Citation(s) in RCA: 79] [Impact Index Per Article: 39.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/25/2022] [Accepted: 10/31/2022] [Indexed: 01/05/2023] Open
Abstract
Senescence compromises the essential role that the endothelium plays in maintaining vascular homeostasis, so promoting endothelial dysfunction and the development of age-related vascular diseases. Their biological and clinical significance calls for strategies for identifying and therapeutically targeting senescent endothelial cells. While senescence and endothelial dysfunction have been studied extensively, distinguishing what is distinctly endothelial senescence remains a barrier to overcome for an effective approach to addressing it. Here, we review the mechanisms underlying endothelial senescence and the evidence for its clinical importance. Furthermore, we discuss the current state and the limitations in the approaches for the detection and therapeutic intervention of target cells, suggesting potential directions for future research.
Collapse
|
15
|
Seya M, Aokage T, Nojima T, Nakao A, Naito H. Bile pigments in emergency and critical care medicine. Eur J Med Res 2022; 27:224. [PMID: 36309733 PMCID: PMC9618204 DOI: 10.1186/s40001-022-00863-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/20/2022] [Indexed: 12/04/2022] Open
Abstract
Bile pigments, such as bilirubin and biliverdin, are end products of the heme degradation pathway in mammals and are widely known for their cytotoxic effects. However, recent studies have revealed that they exert cytoprotective effects through antioxidative, anti-inflammatory, and immunosuppressive properties. All these mechanisms are indispensable in the treatment of diseases in the field of emergency and critical care medicine, such as coronary ischemia, stroke, encephalomyelitis, acute lung injury/acute respiratory distress syndrome, mesenteric ischemia, and sepsis. While further research is required before the safe application of bile pigments in the clinical setting, their underlying mechanisms shed light on their utilization as therapeutic agents in the field of emergency and critical care medicine. This article aims to summarize the current understanding of bile pigments and re-evaluate their therapeutic potential in the diseases listed above.
Collapse
|
16
|
Vasoactive Drug Therapy and Clinical Nursing of Patients with Cardiovascular Disease. CONTRAST MEDIA & MOLECULAR IMAGING 2022; 2022:5659513. [PMID: 36213559 PMCID: PMC9519299 DOI: 10.1155/2022/5659513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/12/2022] [Accepted: 09/01/2022] [Indexed: 01/26/2023]
Abstract
Cardiovascular disease (CVD) is a common human disease with a large number of patients. Vasoactive drugs have a good effect on the contraction and expansion of blood vessels, which can provide certain help for the management of cardiovascular diseases. However, the clinical care of cardiovascular disease has always been based on the superficial resistance level of body fat, weight, and so on, which is unfavorable for the real recovery of patients with cardiovascular disease. This article aims to quantitatively evaluate the effects of clinical care based on vasoactive drug therapy and intrinsic factors of cardiovascular disease. For the treatment of vasoactive drugs, this paper selects the principle of action of the adrenal hormone to judge and analyze the expansion and contraction of the cardiovascular disease. For the clinical nursing of patients with cardiovascular disease, based on multivariate logistic regression, this paper selects internal factors such as age and blood pressure to model the nursing effect. Experiments have shown that the logistic regression model established in this paper can evaluate well the recovery effect of patients with cardiovascular disease. The AUC value of the model reached around 0.9. This showed that the clinical care of patients with cardiovascular disease can not only rationally judge the recovery effect through the model but also adjust the physical and mental conditions of patients with cardiovascular disease according to the coefficients of the model to achieve the best recovery effect.
Collapse
|
17
|
Deme P, Moniruzzaman M, Moore D, Heaton R, Ellis R, Letendre S, Haughey N. Association of Plasma Eicosanoid Levels With Immune, Viral, and Cognitive Outcomes in People With HIV. Neurology 2022; 99:e1251-e1264. [PMID: 35851253 PMCID: PMC9576290 DOI: 10.1212/wnl.0000000000200945] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 05/20/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To determine whether plasma eicosanoid levels are associated with immune, viral, and cognitive outcomes in people with HIV (PWH). METHODS We measured 42 eicosanoids in a longitudinal study of 95 PWH and 25 demographically comparable uninfected participants. Routine clinical chemistry, virologic, immune markers, and a neuropsychological test battery assessing 7 cognitive domains were administered to all participants at 2 study visits over an average of 6.5 months. RESULTS Plasma eicosanoid concentrations were elevated in PWH (n = 95) compared with seronegative controls (n = 25) (100% prediction power at 5% false discovery rate [FDR], α = 0.0531) and were negatively associated with lower current and nadir CD4 lymphocyte counts. Higher levels of eicosanoids were associated with impairments in working memory, verbal fluency, and executive function. Higher plasma viral load was associated with elevated proinflammatory eicosanoids (24% prediction power at 5% FDR and 42.4% prediction power at 10% FDR, α = 0.10). Longitudinal analyses showed that eicosanoid levels were correlated with viral load and with plasma creatinine. Despite associations of eicosanoids with viral loads, elevated plasma eicosanoids were similar in virally suppressed and not fully suppressed PWH. DISCUSSION These data show that HIV infection is associated with a robust production of eicosanoids that are not substantially reduced by antiretroviral therapy (ART). The sustained elevation of these oxylipins in PWH despite ART may contribute to an accelerated aging phenotype that includes earlier than expected brain and peripheral organ damage.
Collapse
Affiliation(s)
- Pragney Deme
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Mohammed Moniruzzaman
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - David Moore
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Robert Heaton
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ronald Ellis
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Scott Letendre
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Norman Haughey
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD.
| |
Collapse
|
18
|
Park S, Lee S, Kim Y, Lee Y, Kang MW, Kim K, Kim YC, Han SS, Lee H, Lee JP, Joo KW, Lim CS, Kim YS, Kim DK. Serum bilirubin and kidney function: a Mendelian randomization study. Clin Kidney J 2022; 15:1755-1762. [PMID: 36003670 PMCID: PMC9394720 DOI: 10.1093/ckj/sfac120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Indexed: 11/19/2022] Open
Abstract
Background Further investigation is needed to determine the causal effects of serum bilirubin on the risk of chronic kidney disease (CKD). Methods This study is a Mendelian randomization (MR) analysis. Among the well-known single-nucleotide polymorphisms (SNPs) related to serum bilirubin levels, rs4149056 in the SLCO1B1 gene was selected as the genetic instrument for single-variant MR analysis, as it was found to be less related to possible confounders than other SNPs. The association between genetic predisposition for bilirubin levels and estimated glomerular filtration rate (eGFR) or CKD was assessed in 337 129 individuals of white British ancestry from the UK Biobank cohort. Two-sample MR based on summary-level data was also performed. SNPs related to total or direct bilirubin levels were collected from a previous genome-wide association study and confounder-associated SNPs were discarded. The independent CKDGen meta-analysis data for CKD were employed as the outcome summary statistics. Results The alleles of rs4149056 associated with higher bilirubin levels were associated with better kidney function in the UK Biobank data. In the summary-level MR, both of the genetically predicted total bilirubin {per 5 µmol/L increase; odds ratio [OR] 0.931 [95% confidence interval (CI) 0.871-0.995]} and direct bilirubin [per 1 µmol/L increase; OR 0.910 (95% CI 0.834-0.993)] levels were significantly associated with a lower risk of CKD, supported by the causal estimates from various MR sensitivity analyses. Conclusion Genetic predisposition for higher serum bilirubin levels is associated with better kidney function. This result suggests that higher serum bilirubin levels may have causal protective effects against kidney function impairment.
Collapse
Affiliation(s)
- Sehoon Park
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea
| | - Soojin Lee
- Department of Internal Medicine, Uijeongbu Eulji University Medical Center, Seoul, Korea
| | - Yaerim Kim
- Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Korea
| | - Yeonhee Lee
- Department of Internal Medicine, Uijeongbu Eulji University Medical Center, Seoul, Korea
| | - Min Woo Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Kwangsoo Kim
- Transdisciplinary Department of Medicine and Advanced Technology, Seoul National University Hospital, Seoul, Korea
| | - Yong Chul Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Seung Seok Han
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Hajeong Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Jung Pyo Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Kwon Wook Joo
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Chun Soo Lim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Yon Su Kim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea
| | - Dong Ki Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| |
Collapse
|
19
|
First-in-human study to evaluate the safety, tolerability and pharmacokinetics of a novel analgesic and antipyretic drug with structural similarity to acetaminophen. Regul Toxicol Pharmacol 2022; 134:105236. [DOI: 10.1016/j.yrtph.2022.105236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 05/27/2022] [Accepted: 07/19/2022] [Indexed: 11/18/2022]
|
20
|
Liu C, Wang Z, Hui Q, Chiang Y, Chen J, Brijkumar J, Edwards JA, Ordonez CE, Dudgeon MR, Sunpath H, Pillay S, Moodley P, Kuritzkes DR, Moosa MYS, Jones DP, Marconi VC, Sun YV. Crosstalk between Host Genome and Metabolome among People with HIV in South Africa. Metabolites 2022; 12:metabo12070624. [PMID: 35888748 PMCID: PMC9316179 DOI: 10.3390/metabo12070624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/16/2022] [Accepted: 07/01/2022] [Indexed: 02/01/2023] Open
Abstract
Genome-wide association studies (GWAS) of circulating metabolites have revealed the role of genetic regulation on the human metabolome. Most previous investigations focused on European ancestry, and few studies have been conducted among populations of African descent living in Africa, where the infectious disease burden is high (e.g., human immunodeficiency virus (HIV)). It is important to understand the genetic associations of the metabolome in diverse at-risk populations including people with HIV (PWH) living in Africa. After a thorough literature review, the reported significant gene−metabolite associations were tested among 490 PWH in South Africa. Linear regression was used to test associations between the candidate metabolites and genetic variants. GWAS of 154 plasma metabolites were performed to identify novel genetic associations. Among the 29 gene−metabolite associations identified in the literature, we replicated 10 in South Africans with HIV. The UGT1A cluster was associated with plasma levels of biliverdin and bilirubin; SLC16A9 and CPS1 were associated with carnitine and creatine, respectively. We also identified 22 genetic associations with metabolites using a genome-wide significance threshold (p-value < 5 × 10−8). In a GWAS of plasma metabolites in South African PWH, we replicated reported genetic associations across ancestries, and identified novel genetic associations using a metabolomics approach.
Collapse
Affiliation(s)
- Chang Liu
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.L.); (Q.H.); (Y.C.); (J.C.)
| | - Zicheng Wang
- College of Arts and Sciences, Emory University, Atlanta, GA 30322, USA;
| | - Qin Hui
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.L.); (Q.H.); (Y.C.); (J.C.)
| | - Yiyun Chiang
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.L.); (Q.H.); (Y.C.); (J.C.)
| | - Junyu Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.L.); (Q.H.); (Y.C.); (J.C.)
| | - Jaysingh Brijkumar
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa; (J.B.); (H.S.); (S.P.); (M.Y.S.M.)
| | - Johnathan A. Edwards
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA;
- School of Medicine, Emory University, Atlanta, GA 30322, USA; (M.R.D.); (D.P.J.); (V.C.M.)
- Lincoln International Institute for Rural Health, School of Health and Social Care, University of Lincoln, Lincoln LN6 7TS, UK
| | - Claudia E. Ordonez
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA;
| | - Mathew R. Dudgeon
- School of Medicine, Emory University, Atlanta, GA 30322, USA; (M.R.D.); (D.P.J.); (V.C.M.)
| | - Henry Sunpath
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa; (J.B.); (H.S.); (S.P.); (M.Y.S.M.)
| | - Selvan Pillay
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa; (J.B.); (H.S.); (S.P.); (M.Y.S.M.)
| | - Pravi Moodley
- National Health Laboratory Service, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban 4011, South Africa;
| | - Daniel R. Kuritzkes
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Mohamed Y. S. Moosa
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa; (J.B.); (H.S.); (S.P.); (M.Y.S.M.)
| | - Dean P. Jones
- School of Medicine, Emory University, Atlanta, GA 30322, USA; (M.R.D.); (D.P.J.); (V.C.M.)
| | - Vincent C. Marconi
- School of Medicine, Emory University, Atlanta, GA 30322, USA; (M.R.D.); (D.P.J.); (V.C.M.)
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA;
- Emory Vaccine Center, Atlanta, GA 30322, USA
| | - Yan V. Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (C.L.); (Q.H.); (Y.C.); (J.C.)
- Correspondence: ; Tel.: +1-404-727-9090
| |
Collapse
|
21
|
Fang S, Wade KH, Hughes DA, Fitzgibbon S, Yip V, Timpson NJ, Corbin LJ. A multivariant recall-by-genotype study of the metabolomic signature of BMI. Obesity (Silver Spring) 2022; 30:1298-1310. [PMID: 35598895 PMCID: PMC9324973 DOI: 10.1002/oby.23441] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE This study estimated the effect of BMI on circulating metabolites in young adults using a recall-by-genotype study design. METHODS A recall-by-genotype study was implemented in the Avon Longitudinal Study of Parents and Children. Samples from 756 participants were selected for untargeted metabolomics analysis based on low versus high genetic liability for higher BMI defined by a genetic risk score (GRS). Regression analyses were performed to investigate associations between BMI GRS group and relative abundance of 973 metabolites. RESULTS After correction for multiple testing, 29 metabolites were associated with BMI GRS group. Bilirubin was among the most strongly associated metabolites, with reduced levels measured in individuals in the high-BMI GRS group (β = -0.32, 95% CI: -0.46 to -0.18, Benjamini-Hochberg adjusted p = 0.005). This study observed associations between BMI GRS group and the levels of several potentially diet-related metabolites, including hippurate, which had lower mean abundance in individuals in the high-BMI GRS group (β = -0.29, 95% CI: -0.44 to -0.15, Benjamini-Hochberg adjusted p = 0.008). CONCLUSIONS Together with existing literature, these results suggest that a genetic predisposition to higher BMI captures differences in metabolism leading to adiposity gain. In the absence of prospective data, separating these effects from the downstream consequences of weight gain is challenging.
Collapse
Affiliation(s)
- Si Fang
- MRC Integrative Epidemiology Unit at the University of BristolBristolUK
- Population Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - Kaitlin H. Wade
- MRC Integrative Epidemiology Unit at the University of BristolBristolUK
- Population Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - David A. Hughes
- MRC Integrative Epidemiology Unit at the University of BristolBristolUK
- Population Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - Sophie Fitzgibbon
- Bristol Bioresource LaboratoriesPopulation Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - Vikki Yip
- Bristol Bioresource LaboratoriesPopulation Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - Nicholas J. Timpson
- MRC Integrative Epidemiology Unit at the University of BristolBristolUK
- Population Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| | - Laura J. Corbin
- MRC Integrative Epidemiology Unit at the University of BristolBristolUK
- Population Health ScienceBristol Medical SchoolUniversity of BristolBristolUK
| |
Collapse
|
22
|
Li C, Wu W, Song Y, Xu S, Wu X. The Nonlinear Relationship Between Total Bilirubin and Coronary Heart Disease: A Dose-Response Meta-Analysis. Front Cardiovasc Med 2022; 8:761520. [PMID: 35071344 PMCID: PMC8766987 DOI: 10.3389/fcvm.2021.761520] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/29/2021] [Indexed: 12/20/2022] Open
Abstract
Background: Evidence suggests that the total bilirubin has a protective effect on coronary heart disease (CHD), but the dose-response relationship remains controversial, and there is no meta-analysis to assess the relationship. Methods: As of October 1, 2021, relevant literature was selected from four databases (PubMed, Web of Science, Cochrane Library, and Embase) by using a retrieval strategy. The dose-response curve between the total bilirubin and CHD was fitted by a restricted cubic spline. Stata 12.0 was used for statistical analysis. Results: A total of 170,209 (6,342 cases) participants from 7 prospective studies were analyzed in our meta-analysis. We calculated the pooled relative risks (RRs) and 95% CIs for the association between serum bilirubin level and risk of CHD using random-effects models. Compared with the first quantile, the bilirubin level in the third quantile had a protective effect on the risk of CHD (RR, 0.90; 95% CI, 0.82–0.99). The restricted cubic spline functions depicted a U-type curve relationship between bilirubin (3.42–49 μmol/L) and CHD (Plinear < 0.001). When the bilirubin level was in the range of 3.42–13μmol/L, the protective effect of bilirubin on CHD was enhanced with increasing bilirubin levels. When the bilirubin level exceeded 13μmol/L, the protective effect of bilirubin weakened, and a dangerous effect gradually appeared with further increases in bilirubin levels. Conclusions: Compared with a low bilirubin level, a high bilirubin level has a protective effect on the risk of CHD, and there was a U-shaped dose-response relationship between them.
Collapse
Affiliation(s)
- Chaoxiu Li
- Department of Clinical Epidemiology and Center of Evidence-Based Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Wenying Wu
- Department of Interventional Surgery, The First Hospital of China Medical University, Shenyang, China
| | - Yumeng Song
- Department of Clinical Epidemiology and Center of Evidence-Based Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Shuang Xu
- School of Library and Medical Informatics, China Medical University, Shenyang, China
| | - Xiaomei Wu
- Department of Clinical Epidemiology and Center of Evidence-Based Medicine, The First Hospital of China Medical University, Shenyang, China
| |
Collapse
|
23
|
Wu Y, Huang S, Chang X. Understanding the complexity of sepsis mortality prediction via rule discovery and analysis: a pilot study. BMC Med Inform Decis Mak 2021; 21:334. [PMID: 34839820 PMCID: PMC8628441 DOI: 10.1186/s12911-021-01690-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 10/19/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Sepsis, defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, has become one of the major causes of death in Intensive Care Units (ICUs). The heterogeneity and complexity of this syndrome lead to the absence of golden standards for its diagnosis, treatment, and prognosis. The early prediction of in-hospital mortality for sepsis patients is not only meaningful to medical decision making, but more importantly, relates to the well-being of patients. METHODS In this paper, a rule discovery and analysis (rule-based) method is used to predict the in-hospital death events of 2021 ICU patients diagnosed with sepsis using the MIMIC-III database. The method mainly includes two phases: rule discovery phase and rule analysis phase. In the rule discovery phase, the RuleFit method is employed to mine multiple hidden rules which are capable to predict individual in-hospital death events. In the rule analysis phase, survival analysis and decomposition analysis are carried out to test and justify the risk prediction ability of these rules. Then by leveraging a subset of these rules, we establish a prediction model that is both more accurate at the in-hospital death prediction task and more interpretable than most comparable methods. RESULTS In our experiment, RuleFit generates 77 risk prediction rules, and the average area under the curve (AUC) of the prediction model based on 62 of these rules reaches 0.781 ([Formula: see text]) which is comparable to or even better than the AUC of existing methods (i.e., commonly used medical scoring system and benchmark machine learning models). External validation of the prediction power of these 62 rules on another 1468 sepsis patients not included in MIMIC-III in ICU provides further supporting evidence for the superiority of the rule-based method. In addition, we discuss and explain in detail the rules with better risk prediction ability. Glasgow Coma Scale (GCS), serum potassium, and serum bilirubin are found to be the most important risk factors for predicting patient death. CONCLUSION Our study demonstrates that, with the rule-based method, we could not only make accurate prediction on in-hospital death events of sepsis patients, but also reveal the complex relationship between sepsis-related risk factors through the rules themselves, so as to improve our understanding of the complexity of sepsis as well as its population.
Collapse
Affiliation(s)
- Ying Wu
- Center for Intelligent Decision-Making and Machine Learning, School of Management, Xi’an Jiaotong University, No.28, Xianning West Road, Xi’an, 710049 People’s Republic of China
| | - Shuai Huang
- Department of Industrial and Systems Engineering, University of Washington, Seattle, USA
| | - Xiangyu Chang
- Center for Intelligent Decision-Making and Machine Learning, School of Management, Xi’an Jiaotong University, No.28, Xianning West Road, Xi’an, 710049 People’s Republic of China
| |
Collapse
|
24
|
Yao ME, Su MY, Huang Y, Chen W. Physiologically increased total bilirubin is associated with reduced risk of first myocardial infarction: A meta-analysis and dose-response analysis. Nutr Metab Cardiovasc Dis 2021; 31:1016-1026. [PMID: 33612380 DOI: 10.1016/j.numecd.2021.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 12/30/2020] [Accepted: 01/04/2021] [Indexed: 01/10/2023]
Abstract
AIM Bilirubin has potential predictive and prognostic value for myocardial infarction (MI), but the clinical evidence remains controversial. We performed this meta-analysis to systematically quantify the relationships between circulating bilirubin levels and the incidence of MI and post-MI adverse events. DATA SYNTHESIS We searched the PubMed, Cochrane Library, Embase, and Web of Science databases for ad-hoc studies, published up to October 17, 2020, recording bilirubin before MI (predictive analyses) or adverse events (prognostic analyses). Relative risks (RR) were pooled by a random-effects model. The dose-response analysis was conducted by restricted cubic splines. In patients without previous MI, increased total bilirubin (TB) reduced the risk of long-term (>3 year) first MI by 22% (95% confidence interval [CI]: 0.69-0.88, n = 4). The dose-response analysis indicated that the RR for first MI decreased by 2.7% per each 2 μmol/L increment of TB (three studies, 95% CI: 1.3%-4.1%, P < 0.001), with a cut-off value of 12.60 μmol/L for RR > 1.00. Elevated bilirubin reduced the incidence of first and recurrent MI by 36% (95% CI: 0.42-0.98, n = 7). However, after suffering MI, higher TB concentrations could not decrease the risk of recurrent MI (RR: 1.02, 95% CI: 0.67-1.55, n = 5) and increased the incidence of short-term (<1 year) post-MI major adverse cardiovascular events, all-cause mortality, and cardiovascular mortality, but not long-term (≥1 year). CONCLUSION Higher TB levels within a physiological range reduced the incidence of long-term first MI, with a cut-off value of 12.60 μmol/L.
Collapse
Affiliation(s)
- Miao-En Yao
- Longhua Hospital Shanghai University of Traditional Chinese Medicine, NO.725, South Wanping Road, Xuhui District, Shanghai, 200032, China; Shanghai University of Traditional Chinese Medicine, 1200 Cai Lun Road, Zhangjiang Hi-TechPark, Pudong New Area, Shanghai, 201203, China
| | - Mei-Yi Su
- Second Clinical College of Guangzhou University of Chinese Medicine, NO.232, Outer-ring East Road, Guangzhou Higher Education Mega Center, Panyu District, Guangzhou, 510006, China; Department of Cardiovascular Medicine, Second Affiliated Hospital of Guangzhou University of Chinese Medicine, NO.111, Dade Road, Yue-Xiu District, Guangzhou, 510120, China
| | - Yi Huang
- Longhua Hospital Shanghai University of Traditional Chinese Medicine, NO.725, South Wanping Road, Xuhui District, Shanghai, 200032, China; Shanghai University of Traditional Chinese Medicine, 1200 Cai Lun Road, Zhangjiang Hi-TechPark, Pudong New Area, Shanghai, 201203, China
| | - Wei Chen
- Department of Critical Care Medicine, Longhua Hospital Shanghai University of Traditional Chinese Medicine, NO.725, South Wanping Road, Xuhui District, Shanghai, 200032, China.
| |
Collapse
|
25
|
Madzime M, Rossouw TM, Theron AJ, Anderson R, Steel HC. Interactions of HIV and Antiretroviral Therapy With Neutrophils and Platelets. Front Immunol 2021; 12:634386. [PMID: 33777022 PMCID: PMC7994251 DOI: 10.3389/fimmu.2021.634386] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 02/18/2021] [Indexed: 12/16/2022] Open
Abstract
Neutrophils are important components of the innate immune system that mediate pathogen defense by multiple processes including phagocytosis, release of proteolytic enzymes, production of reactive oxygen species, and neutrophil extracellular trap formation. Abnormalities of neutrophil count and function have been described in the setting of HIV infection, with the majority of antiretroviral agents (ARVs), excluding zidovudine, having been reported to correct neutropenia. Questions still remain, however, about their impact on neutrophil function, particularly the possibility of persistent neutrophil activation, which could predispose people living with HIV to chronic inflammatory disorders, even in the presence of virally-suppressive treatment. In this context, the effects of protease inhibitors and integrase strand transfer inhibitors, in particular, on neutrophil function remain poorly understood and deserve further study. Besides mediating hemostatic functions, platelets are increasingly recognized as critical role players in the immune response against infection. In the setting of HIV, these cells have been found to harbor the virus, even in the presence of antiretroviral therapy (ART) potentially promoting viral dissemination. While HIV-infected individuals often present with thrombocytopenia, they have also been reported to have increased platelet activation, as measured by an upregulation of expression of CD62P (P-selectin), CD40 ligand, glycoprotein IV, and RANTES. Despite ART-mediated viral suppression, HIV-infected individuals reportedly have sustained platelet activation and dysfunction. This, in turn, contributes to persistent immune activation and an inflammatory vascular environment, seemingly involving neutrophil-platelet-endothelium interactions that increase the risk for development of comorbidities such as cardiovascular disease (CVD) that has become the leading cause of morbidity and mortality in HIV-infected individuals on treatment, clearly underscoring the importance of unraveling the possible etiologic roles of ARVs. In this context, abacavir and ritonavir-boosted lopinavir and darunavir have all been linked to an increased risk of CVD. This narrative review is therefore focused primarily on the role of neutrophils and platelets in HIV transmission and disease, as well as on the effect of HIV and the most common ARVs on the numbers and functions of these cells, including neutrophil-platelet-endothelial interactions.
Collapse
Affiliation(s)
- Morris Madzime
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Theresa M Rossouw
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Annette J Theron
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Ronald Anderson
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Helen C Steel
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| |
Collapse
|
26
|
Zifodya JS, Duncan MS, So‐Armah KA, Attia EF, Akgün KM, Rodriguez‐Barradas MC, Marconi VC, Budoff MJ, Bedimo RJ, Alcorn CW, Soo Hoo GW, Butt AA, Kim JW, Sico JJ, Tindle HA, Huang L, Tate JP, Justice AC, Freiberg MS, Crothers K. Community-Acquired Pneumonia and Risk of Cardiovascular Events in People Living With HIV. J Am Heart Assoc 2020; 9:e017645. [PMID: 33222591 PMCID: PMC7763776 DOI: 10.1161/jaha.120.017645] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Accepted: 10/16/2020] [Indexed: 01/26/2023]
Abstract
Background Hospitalization with community-acquired pneumonia (CAP) is associated with an increased risk of cardiovascular disease (CVD) events in patients uninfected with HIV. We evaluated whether people living with HIV (PLWH) have a higher risk of CVD or mortality than individuals uninfected with HIV following hospitalization with CAP. Methods and Results We analyzed data from the Veterans Aging Cohort Study on US veterans admitted with their first episode of CAP from April 2003 through December 2014. We used Cox regression analyses to determine whether HIV status was associated with incident CVD events and mortality from date of admission through 30 days after discharge (30-day mortality), adjusting for known CVD risk factors. We included 4384 patients (67% [n=2951] PLWH). PLWH admitted with CAP were younger, had less severe CAP, and had fewer CVD risk factors than patients with CAP who were uninfected with HIV. In multivariable-adjusted analyses, CVD risk was similar in PLWH compared with HIV-uninfected (hazard ratio [HR], 0.89; 95% CI, 0.70-1.12), but HIV infection was associated with higher mortality risk (HR, 1.49; 95% CI, 1.16-1.90). In models stratified by HIV status, CAP severity was significantly associated with incident CVD and 30-day mortality in PLWH and patients uninfected with HIV. Conclusions In this study, the risk of CVD events during or after hospitalization for CAP was similar in PLWH and patients uninfected with HIV, after adjusting for known CVD risk factors and CAP severity. HIV infection, however, was associated with increased 30-day mortality after CAP hospitalization in multivariable-adjusted models. PLWH should be included in future studies evaluating mechanisms and prevention of CVD events after CAP.
Collapse
Affiliation(s)
- Jerry S. Zifodya
- Department of MedicineSection of Pulmonary Diseases, Critical Care, and Environmental MedicineTulane University School of MedicineNew OrleansLA
| | - Meredith S. Duncan
- Department of MedicineDivision of Cardiovascular MedicineVanderbilt University Medical CenterNashvilleTN
- Department of BiostatisticsCollege of Public HealthUniversity of KentuckyLexingtonKY
| | - Kaku A. So‐Armah
- Section of General Internal MedicineBoston University School of MedicineBostonMA
| | - Engi F. Attia
- Department of MedicineDivision of Pulmonary, Critical Care, and Sleep MedicineUniversity of WashingtonSeattleWA
| | - Kathleen M. Akgün
- Department of MedicineSection of Pulmonary, Critical Care and Sleep MedicineVeterans Affairs Connecticut Healthcare SystemWest HavenCT
- Yale University School of MedicineNew HavenCT
| | - Maria C. Rodriguez‐Barradas
- Infectious Diseases SectionMichael E. DeBakey Veterans Affairs Medical CenterBaylor College of MedicineHoustonTX
| | - Vincent C. Marconi
- Atlanta Veterans Affairs Medical CenterDivision of Infectious DiseasesDepartment of Global HealthRollins School of Public Health and Department of MedicineEmory University School of MedicineAtlantaGA
| | - Matthew J. Budoff
- Department of CardiologyLos Angeles Biomedical Research Institute at Harbor‐UCLALos AngelesCA
| | - Roger J. Bedimo
- Department of MedicineVA North Texas Health Care System and University of Texas Southwestern Medical CenterDallasTX
| | - Charles W. Alcorn
- Department of BiostatisticsGraduate School of Public HealthUniversity of PittsburghPA
| | - Guy W. Soo Hoo
- Department of MedicinePulmonary, Critical Care and Sleep SectionVeterans Affairs Greater Los Angeles Healthcare SystemLos AngelesCA
| | - Adeel A. Butt
- Veterans AffairsPittsburgh Healthcare SystemPittsburghPA
- Weill Cornell Medical CollegeNew YorkNY
- Weill Cornell Medical CollegeDohaQatar
| | - Joon W. Kim
- Critical Care MedicineJames J. Peters Veterans Affairs Medical CenterBronxNY
| | - Jason J. Sico
- Neurology Service and Clinical Epidemiology Research Center (CERC)Veterans Affairs Connecticut Healthcare SystemWest HavenCT
- Departments of Internal MedicineSection of Internal Medicine, NeurologySections of Vascular Neurology and General NeurologyCenter for NeuroEpidemiological and Clinical ResearchYale School of MedicineNew HavenCT
| | - Hilary A. Tindle
- Geriatric Research Education and Clinical Centers (GRECC)Veterans Affairs Tennessee Valley Healthcare SystemNashvilleTN
- Department of MedicineDivision of General Internal Medicine and Public HealthVanderbilt University Medical CenterNashvilleTN
| | - Laurence Huang
- Department of MedicineZuckerberg San Francisco General HospitalUniversity of California San FranciscoSan FranciscoCA
| | - Janet P. Tate
- Department of MedicineSection of Pulmonary, Critical Care and Sleep MedicineVeterans Affairs Connecticut Healthcare SystemWest HavenCT
- Yale University School of MedicineNew HavenCT
| | - Amy C. Justice
- Yale University School of MedicineNew HavenCT
- Department of MedicineVeterans Affairs Connecticut Healthcare SystemWest HavenCT
| | - Matthew S. Freiberg
- Department of MedicineDivision of Cardiovascular MedicineVanderbilt University Medical CenterNashvilleTN
- Department of MedicineDivision of General Internal Medicine and Public HealthVanderbilt University Medical CenterNashvilleTN
| | - Kristina Crothers
- Department of MedicineDivision of Pulmonary, Critical Care, and Sleep MedicineUniversity of WashingtonSeattleWA
- Veterans Affairs Puget Sound Health Care SystemSeattleWA
| |
Collapse
|
27
|
Yao Q, Chen R, Ganapathy V, Kou L. Therapeutic application and construction of bilirubin incorporated nanoparticles. J Control Release 2020; 328:407-424. [DOI: 10.1016/j.jconrel.2020.08.054] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 08/25/2020] [Accepted: 08/26/2020] [Indexed: 02/06/2023]
|
28
|
Peluso MJ, Colby DJ, Pinyakorn S, Ubolyam S, Intasan J, Trichavaroj R, Chomchey N, Prueksakaew P, Slike BM, Krebs SJ, Jian N, Robb ML, Phanuphak P, Phanuphak N, Spudich S, Ananworanich J, Kroon E. Liver function test abnormalities in a longitudinal cohort of Thai individuals treated since acute HIV infection. J Int AIDS Soc 2020; 23:e25444. [PMID: 31953919 PMCID: PMC6968973 DOI: 10.1002/jia2.25444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 12/04/2019] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Liver disease is a common cause of non-AIDS morbidity and mortality in people living with HIV (PLHIV), but the prevalence and significance of liver function test (LFT) abnormalities in early HIV infection is unknown. This study aimed to characterize LFTs in a large cohort of participants with acute HIV infection initiating immediate antiretroviral therapy (ART) and examine the association between LFTs and biomarkers of HIV infection and inflammation. METHODS We measured LFTs at the time of HIV diagnosis and at 4, 12, 24 and 48 weeks after ART initiation in 426 Thai individuals with acute HIV infection from 2009 to 2018. A subset of individuals had data available at 96 and 144 weeks. We excluded individuals with concomitant viral hepatitis. Alanine aminotransferase (ALT) was the primary outcome of interest; values greater than 1.25 times the upper limit of normal were considered elevated. Analyses utilized descriptive statistics, non-parametric tests and multivariate logistic regression. RESULTS Sixty-six of the 426 individuals (15.5%) had abnormal baseline ALT levels; the majority (43/66, 65.5%) had Grade 1 elevations. Elevated baseline ALT correlated with Fiebig stages III to V (p = 0.001) and baseline HIV RNA >6 log10 copies/mL (p = 0.012). Baseline elevations resolved by 48 weeks on ART in 59 of the 66 individuals (89%). ALT elevations at 24 and 48 weeks correlated with Fiebig stages I to II at diagnosis (p < 0.001), baseline plasma HIV RNA levels <6 log10 copies/mL (p < 0.001), abnormal baseline ALT (p < 0.001), baseline CD4 >350 cells/μL (p = 0.03) and older age (p = 0.03). Individuals initiating efavirenz-based regimens were more likely to have elevated ALT levels at 48 weeks compared with those on non-efavirenz-based regimens (p = 0.003). CONCLUSIONS One in six people with acute HIV infection have elevated LFTs. Clinical outcomes with ART started in acute HIV are generally good, with resolution of ALT elevations within 48 weeks on ART in most cases. These results suggest a multifactorial model for hepatic injury involving a combination of HIV-associated and ART-associated processes, which may change over time.
Collapse
Affiliation(s)
- Michael J Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, CA, USA
| | - Donn J Colby
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand.,U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Suteeraporn Pinyakorn
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | | | - Jintana Intasan
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | - Rapee Trichavaroj
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Nitiya Chomchey
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | | | - Bonnie M Slike
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Shelly J Krebs
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Ningbo Jian
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Merlin L Robb
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | | | | | | | - Jintanat Ananworanich
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand.,U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA.,The University of Amsterdam, Amsterdam, The Netherlands
| | - Eugène Kroon
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | | |
Collapse
|
29
|
Li M, Chan WW, Zucker SD. Association Between Atazanavir-Induced Hyperbilirubinemia and Cardiovascular Disease in Patients Infected with HIV. J Am Heart Assoc 2020; 9:e016310. [PMID: 32930032 PMCID: PMC7792387 DOI: 10.1161/jaha.120.016310] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND: Serum bilirubin is inversely associated with cardiovascular risk. Atazanavir, an HIV protease inhibitor that competitively inhibits bilirubin conjugation, provides a unique opportunity to examine whether selectively increasing bilirubin is cardioprotective. We sought to determine whether patients receiving atazanavir manifest a reduced risk of cardiovascular disease compared with those receiving darunavir, an HIV protease inhibitor that does not increase serum bilirubin. METHODS AND RESULTS: This was a retrospective cohort study of 1020 patients with HIV. The main outcome was time to myocardial infarction or ischemic stroke. Mean follow‐up was 6.6±3.4 years, with 516 receiving atazanavir and 504 darunavir. Atazanavir patients exhibited significantly higher serum total bilirubin (1.7 versus 0.4 mg/dL; P<0.001) and longer mean time to ischemic event (10.2 versus 9.4 years; P<0.001). On Cox regression, atazanavir treatment (hazard ratio [HR], 0.38; 95% CI, 0.21–0.71; P=0.002) and serum bilirubin (HR, 0.60; 95% CI, 0.41–0.89; P=0.011) were independently associated with a lower risk of an ischemic event. Notably, when atazanavir and bilirubin were included together in the Cox regression model, atazanavir lost significance (HR, 0.55; 95% CI, 0.24–1.29; P=0.169) consistent with bilirubin being an intermediate variable on the causal pathway between atazanavir and its effect on cardiovascular disease. Patients on atazanavir also had a significantly lower risk of developing new cardiovascular disease (HR, 0.53; 95% CI, 0.33–0.86; P=0.010) and longer mean time to death (12.2 versus 10.8 years; P<0.001). CONCLUSIONS: Patients with HIV on atazanavir manifest a decreased risk of cardiovascular disease when compared with those on darunavir, an effect that appears to be mediated by serum bilirubin.
Collapse
Affiliation(s)
- Michael Li
- Division of Gastroenterology, Hepatology, and Endoscopy Brigham & Women's Hospital Boston MA.,Harvard Medical School Boston MA
| | - Walter W Chan
- Division of Gastroenterology, Hepatology, and Endoscopy Brigham & Women's Hospital Boston MA.,Harvard Medical School Boston MA
| | - Stephen D Zucker
- Division of Gastroenterology, Hepatology, and Endoscopy Brigham & Women's Hospital Boston MA.,Harvard Medical School Boston MA
| |
Collapse
|
30
|
Triant VA, Siedner MJ. Darunavir and Cardiovascular Risk: Evaluating the Data to Inform Clinical Care. J Infect Dis 2020; 221:498-500. [PMID: 31828327 DOI: 10.1093/infdis/jiz482] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 10/09/2019] [Indexed: 12/24/2022] Open
Affiliation(s)
- Virginia A Triant
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.,Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.,Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Mark J Siedner
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.,Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Africa Health Research Institute, KwaZulu-Nata, South Africa
| |
Collapse
|
31
|
Association Between Bilirubin, Atazanavir, and Cardiovascular Disease Events Among People Living With HIV Across the United States. J Acquir Immune Defic Syndr 2020; 81:e141-e147. [PMID: 31135582 DOI: 10.1097/qai.0000000000002071] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Bilirubin is an antioxidant that may suppress lipid oxidation. Elevated bilirubin is associated with decreased cardiovascular events in HIV-uninfected populations. We examined these associations in people living with HIV (PLWH). METHODS Potential myocardial infarctions (MIs) and strokes were centrally adjudicated. We examined MI types: type 1 MI (T1MI) from atherosclerotic plaque instability and type 2 MI (T2MI) in the setting of oxygen demand/supply mismatch such as sepsis. We used multivariable Cox regression analyses to determine associations between total bilirubin levels and outcomes adjusting for traditional and HIV-specific risk factors. To minimize confounding by hepatobiliary disease, we conducted analyses limited to bilirubin values <2.1 mg/dL; among those with fibrosis-4 values <3.25; and among everyone. We repeated analyses stratified by hepatitis C status and time-updated atazanavir use. RESULTS Among 25,816 PLWH, there were 392 T1MI and 356 T2MI during follow-up. Adjusted hazard ratios for the association of higher bilirubin levels with T1MI were not significant. Higher bilirubin levels were associated with T2MI. By contrast, among PLWH on atazanavir, higher bilirubin levels were associated with fewer T2MI (hazard ratio 0.56:0.33-1.00). Higher bilirubin levels among those on atazanavir were associated with fewer T1MI combined with ischemic stroke. LIMITATIONS Analyses were conducted with total rather than unconjugated bilirubin. CONCLUSIONS Among PLWH, higher bilirubin levels were associated with T2MI among some subgroups. However, among those on atazanavir, there was a protective association between bilirubin and T2MI. These findings demonstrate different associations between outcomes and elevated bilirubin due to diverse causes and the importance of distinguishing MI types.
Collapse
|
32
|
Toma L, Stanciu AM, Zgura A, Bacalbasa N, Diaconu C, Iliescu L. Electrocardiographic Changes in Liver Cirrhosis-Clues for Cirrhotic Cardiomyopathy. MEDICINA (KAUNAS, LITHUANIA) 2020; 56:68. [PMID: 32050594 PMCID: PMC7073951 DOI: 10.3390/medicina56020068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 02/02/2020] [Accepted: 02/03/2020] [Indexed: 12/15/2022]
Abstract
Background and Objectives: Cirrhotic cardiomyopathy is a chronic cardiac dysfunction associated with liver cirrhosis, in patients without previous heart disease, irrespective of the etiology of cirrhosis. Electrocardiography (ECG) is an important way to evaluate patients with cirrhosis and may reveal significant changes associated with liver disease. Our study aimed to evaluate ECG changes in patients with diagnosed liver cirrhosis and compare them to patients with chronic hepatitis. Materials and Methods: We evaluated laboratory findings and ECG tracings in 63 patients with cirrhosis and 54 patients with chronic hepatitis of viral etiology. The end points of the study were prolonged QT interval, QRS hypovoltage and T-peak-to-T-end decrease. We confirmed the diagnosis of cirrhotic cardiomyopathy using echocardiography data. Results: Advanced liver disease was associated with prolonged QT intervals. Also, QRS amplitude was lower in patients with decompensated cirrhosis than in patients with compensated liver disease. We found an accentuated deceleration of the T wave in patients with cirrhosis. These findings correlated to serum levels of albumin, cholesterol and ammonia. Conclusions: ECG changes in liver cirrhosis are frequently encountered and are important noninvasive markers for the presence of cirrhotic cardiomyopathy.
Collapse
Affiliation(s)
- Letitia Toma
- Department of Internal Medicine II, Fundeni Clinical Institute, 022328 Bucharest, Romania; (L.T.); (A.M.S.)
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 022328 Bucharest, Romania;
| | - Adriana Mercan Stanciu
- Department of Internal Medicine II, Fundeni Clinical Institute, 022328 Bucharest, Romania; (L.T.); (A.M.S.)
| | - Anca Zgura
- Chemotherapy Department, OncoFort Hospital, 022328 Bucharest, Romania;
| | - Nicolae Bacalbasa
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 022328 Bucharest, Romania;
| | - Camelia Diaconu
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 022328 Bucharest, Romania;
- Department of Internal Medicine, Clinical Emergency Hospital of Bucharest, 022328 Bucharest, Romania;
| | - Laura Iliescu
- Department of Internal Medicine II, Fundeni Clinical Institute, 022328 Bucharest, Romania; (L.T.); (A.M.S.)
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 022328 Bucharest, Romania;
| |
Collapse
|
33
|
Titanji B, Gavegnano C, Hsue P, Schinazi R, Marconi VC. Targeting Inflammation to Reduce Atherosclerotic Cardiovascular Risk in People With HIV Infection. J Am Heart Assoc 2020; 9:e014873. [PMID: 31973607 PMCID: PMC7033865 DOI: 10.1161/jaha.119.014873] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Boghuma Titanji
- Division of Infectious Diseases Emory University School of Medicine Atlanta GA
| | - Christina Gavegnano
- Center for AIDS Research Laboratory of Biochemical Pharmacology Department of Pediatrics Emory University Atlanta GA
| | - Priscilla Hsue
- Department of Cardiology Zuckerberg San Francisco General Hospital University of California-San Francisco CA
| | - Raymond Schinazi
- Center for AIDS Research Laboratory of Biochemical Pharmacology Department of Pediatrics Emory University Atlanta GA
| | - Vincent C Marconi
- Division of Infectious Diseases Emory University School of Medicine Atlanta GA.,Emory Vaccine Center Atlanta GA.,Rollins School of Public Health Emory University Atlanta GA.,Atlanta VA Medical Center Decatur GA
| |
Collapse
|
34
|
Abstract
Antiretroviral therapy has largely transformed HIV infection into a chronic disease condition. As such, physicians and other providers caring for individuals living with HIV infection need to be aware of the potential cardiovascular complications of HIV infection and the nuances of how HIV infection increases the risk of cardiovascular diseases, including acute myocardial infarction, stroke, peripheral artery disease, heart failure and sudden cardiac death, as well as how to select available therapies to reduce this risk. In this Review, we discuss the epidemiology and clinical features of cardiovascular disease, with a focus on coronary heart disease, in the setting of HIV infection, which includes a substantially increased risk of myocardial infarction even when the HIV infection is well controlled. We also discuss the mechanisms underlying HIV-associated atherosclerotic cardiovascular disease, such as the high rates of traditional cardiovascular risk factors in patients with HIV infection and HIV-related factors, including the use of antiretroviral therapy and chronic inflammation in the setting of effectively treated HIV infection. Finally, we highlight available therapeutic strategies, as well as approaches under investigation, to reduce the risk of cardiovascular disease and lower inflammation in patients with HIV infection.
Collapse
Affiliation(s)
- Priscilla Y Hsue
- University of California-San Francisco, Zuckerberg San Francisco General Hospital, San Francisco, CA, USA.
| | - David D Waters
- University of California-San Francisco, Zuckerberg San Francisco General Hospital, San Francisco, CA, USA
| |
Collapse
|
35
|
Two-drug regimens with dolutegravir for maintaining viral suppression: looking at the right companion. AIDS 2019; 33:2264-2266. [PMID: 31688045 DOI: 10.1097/qad.0000000000002329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
36
|
Hinds TD, Stec DE. Bilirubin Safeguards Cardiorenal and Metabolic Diseases: a Protective Role in Health. Curr Hypertens Rep 2019; 21:87. [PMID: 31599366 DOI: 10.1007/s11906-019-0994-z] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW To discuss recent advances indicating that bilirubin safeguards against cardiorenal and metabolic diseases. RECENT FINDINGS Several investigations from human patient populations and experimental animal models have shown that bilirubin improves cardiorenal and metabolic dysfunction. The latest studies found an entirely new function of bilirubin suggesting that it acts as a hormone signaling molecule capable of activating nuclear receptors for burning fat, which may explain several of its protective actions. This review highlights the current findings (within the last 3 years) regarding cardiorenal and metabolic protective effects of bilirubin and the latest mechanism(s) that may be mediating these effects.
Collapse
Affiliation(s)
- Terry D Hinds
- Department of Physiology and Pharmacology, University of Toledo College of Medicine, Toledo, OH, 43614, USA
| | - David E Stec
- Department of Physiology & Biophysics, Mississippi Center for Obesity Research, University of Mississippi Medical Center, 2500 North State St, Jackson, MS, 39216, USA.
| |
Collapse
|
37
|
Brief Report: Hyperbilirubinemia Is Associated With a Decreased Risk of Carotid Atherosclerosis in HIV-Infected Patients on Virological Suppression. J Acquir Immune Defic Syndr 2019; 79:617-623. [PMID: 30204718 DOI: 10.1097/qai.0000000000001854] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVE To investigate the association between total, direct, and indirect bilirubin and the presence of carotid lesions in a large sample of HIV-1-infected patients on virological suppression. DESIGN Retrospective study on adult HIV-1-infected patients, with a carotid ultrasound (CUS) examination performed between January 2008 and August 2016, with HIV-RNA <50 copies per milliliter at CUS and without previous cardiovascular events. METHODS Intima media thickness was measured in 4 segments: carotid common artery and bifurcation on the left and right sides. Carotid lesion was defined as an intima media thickness ≥1.5 mm in ≥1 region at CUS. Patients were classified as: normal if all bilirubin values before CUS were below the upper normal limit and with hyperbilirubinemia if ≥1 bilirubin value above upper normal limit before CUS was recorded. Multivariate logistic regression was used to determine whether hyperbilirubinemia showed association with the presence of ≥1 carotid lesion, after adjusting for confounding factors. RESULTS Overall, 903 patients were evaluated, 511 with ≥1 and 392 without carotid lesions. At multivariate analysis, total [adjusted odds ratio (95% confidence interval) 0.57 (0.36 to 0.90), P = 0.016] and indirect hyperbilirubinemia before CUS [adjusted odds ratio (95% confidence interval) 0.62 (0.40 to 0.97), P = 0.036] were associated with a lower risk of carotid lesions in addition to younger age, negative hepatitis C virus antibodies, higher nadir CD4, lower low-density lipoprotein cholesterol, higher high-density lipoprotein cholesterol, lower triglycerides, and no use of statin; no effect of atazanavir treatment on carotid lesions was detected. CONCLUSIONS In HIV-1-treated patients, total or indirect hyperbilirubinemia was likely associated with the absence of carotid lesions.
Collapse
|
38
|
Lan Y, Liu H, Liu J, Zhao H, Wang H. Is serum total bilirubin a predictor of prognosis in arteriosclerotic cardiovascular disease? A meta-analysis. Medicine (Baltimore) 2019; 98:e17544. [PMID: 31626117 PMCID: PMC6824698 DOI: 10.1097/md.0000000000017544] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The protective role of serum total bilirubin, a widely recognized antioxidant, has been approved by numerous updating studies. However, regarding the effect of high serum total bilirubin level (STBL) in arteriosclerotic cardiovascular disease (ASCVD) are conflicting in different sources of data. We, therefore, performed this meta-analysis to evaluate the influence of STBL on risk of ASCVD.Four databases were used to identify the literature with a date of search of January, 2019. Finally, a total of 20 studies had been adopted. ASCVD was defined as acute coronary syndrome, stable angina, coronary revascularization, atherosclerotic stroke or transient ischemic attack, and peripheral arterial disease (PAD). All relevant data were collected from studies meeting the inclusion criteria.A total of 20 published studies (323,891 cases) met the inclusion criteria. The meta-analysis revealed that, in studies excluding heterogeneity, STBL was significantly positively related to in-hospital cardiovascular mortality (odds ratio [OR] 2.82, 95% confidence interval [CI] 1.83-4.36, Z = 4.69, P < .001) and major adverse cardiac events (OR 1.88, 95% CI 1.414-2.491, Z = 4.36, P < .001), also negatively associated with prognosis of acute myocardial infarction, pooled hazard ratio (HR) = 0.804 (95% CI 0.700-0.923, Z = 3.08, P = .002). The correlation similarity was also reflected in terms of patients with stroke (HR 0.78, 95% CI 0.70-0.88, Z = 4.24, P = .003). Combined analysis revealed that lower STBL was significantly associated with PAD, pooled OR = 0.91 (95% CI 0.85-0.98, Z = 2.39, P = .017). In general analysis, a conclusion can be drawn, that higher STBL was significantly negative correlated with cardiovascular disease, pooled HR = 0.83 (95% CI 0.73-0.94, Z = 3.02, P = .003).Higher STBL significantly improved the prognosis of ASCVD; furthermore, STBL was an important factor in the long-term prognosis of vascular-related disease prevention and can be used as a predictor in vascular-related disease risk prediction.
Collapse
|
39
|
Yu H, Zou L, He Y, Luo L, Dong W, Zhang Y, Lei X. Associations between neonatal serum bilirubin and childhood hypertension. PLoS One 2019; 14:e0219942. [PMID: 31318924 PMCID: PMC6638957 DOI: 10.1371/journal.pone.0219942] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 07/03/2019] [Indexed: 11/19/2022] Open
Abstract
Mild hyperbilirubinemia is inversely associated with cardiometabolic diseases in adults. The aim of this study was to evaluate the association between neonatal serum bilirubin levels and childhood hypertension. Data were obtained from the U.S. Collaborative Perinatal Project conducted at 12 U.S. medical centers from 1959 to 1965. This multicenter study recruited participants before phototherapy was routinely used, thereby excluding the influence of phototherapy. In 37,544 newborns (31,819 term and 5,725 preterm births), a generalized linear model and a logistic regression model were used to calculate the linear coefficients and adjusted odds ratios (ORs) of blood pressure and hypertension at 7 years of age based on neonatal serum bilirubin levels. No significant correlation was observed between serum bilirubin at 48 hours after birth and blood pressure at the age of 7 years in the whole study population and in the subgroup of term infants. In preterm infants, a lower total serum bilirubin and unconjugated bilirubin of 3 mg/dl were associated with a higher systolic blood pressure of 62 mmHg (0.38–0.86, p <0.001) and 0.70 mmHg (0.10–1.30, p <0.05) respectively. Relative to a total serum bilirubin level <3 mg/dl among preterm infants, total serum bilirubin levels of 3–6 mg/dl (adjusted OR 1.36; 95% CI: 0.98–1.89), 6–9 mg/dl (adjusted OR 1.35; 95% CI: 0.98–1.85), 9–12 mg/dl (adjusted OR 1.55; 95% CI: 1.10–2.19), and ≥12 mg/dl (adjusted OR 1.42; 95% CI: 1.01–2.00) were associated with higher risks of hypertension. After stratifying for the subtypes of bilirubin, the associations only existed for unconjugated bilirubin. In addition, consistent findings existed when using maximum neonatal serum bilirubin as an exposure factor. Neonatal serum bilirubin levels are positively associated with childhood blood pressure/hypertension in preterm infants. Our findings may shed some light on the role of bilirubin in the prevention of hypertension.
Collapse
Affiliation(s)
- Huan Yu
- Department of Neonatology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Lile Zou
- Department of Histology and Embryology, Southwest Medical University, Luzhou, Sichuan, China
| | - Yuan He
- Department of Neonatology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Lijuan Luo
- Department of Neonatology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Wenbin Dong
- Department of Neonatology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Yongjun Zhang
- Department of Neonatology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- * E-mail: (XL); (YZ)
| | - Xiaoping Lei
- Department of Neonatology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Birth Defects Clinical Medical Research Center of Sichuan Province, Luzhou, Sichuan, China
- * E-mail: (XL); (YZ)
| |
Collapse
|
40
|
Feinstein MJ, Hsue PY, Benjamin L, Bloomfield GS, Currier JS, Freiberg MS, Grinspoon SK, Levin J, Longenecker CT, Post. WS. Characteristics, Prevention, and Management of Cardiovascular Disease in People Living With HIV: A Scientific Statement From the American Heart Association. Circulation 2019; 140:e98-e124. [PMID: 31154814 PMCID: PMC7993364 DOI: 10.1161/cir.0000000000000695] [Citation(s) in RCA: 427] [Impact Index Per Article: 71.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
As early and effective antiretroviral therapy has become more widespread, HIV has transitioned from a progressive, fatal disease to a chronic, manageable disease marked by elevated risk of chronic comorbid diseases, including cardiovascular diseases (CVDs). Rates of myocardial infarction, heart failure, stroke, and other CVD manifestations, including pulmonary hypertension and sudden cardiac death, are significantly higher for people living with HIV than for uninfected control subjects, even in the setting of HIV viral suppression with effective antiretroviral therapy. These elevated risks generally persist after demographic and clinical risk factors are accounted for and may be partly attributed to chronic inflammation and immune dysregulation. Data on long-term CVD outcomes in HIV are limited by the relatively recent epidemiological transition of HIV to a chronic disease. Therefore, our understanding of CVD pathogenesis, prevention, and treatment in HIV relies on large observational studies, randomized controlled trials of HIV therapies that are underpowered to detect CVD end points, and small interventional studies examining surrogate CVD end points. The purpose of this document is to provide a thorough review of the existing evidence on HIV-associated CVD, in particular atherosclerotic CVD (including myocardial infarction and stroke) and heart failure, as well as pragmatic recommendations on how to approach CVD prevention and treatment in HIV in the absence of large-scale randomized controlled trial data. This statement is intended for clinicians caring for people with HIV, individuals living with HIV, and clinical and translational researchers interested in HIV-associated CVD.
Collapse
Affiliation(s)
| | - Priscilla Y. Hsue
- University of California-San Francisco School of Medicine, San Francisco, CA
| | | | | | - Judith S. Currier
- University of California-Los Angeles School of Medicine, Los Angeles, CA
| | | | | | - Jules Levin
- National AIDS Treatment Advocacy Program, New York, NY
| | | | - Wendy S. Post.
- Johns Hopkins University School of Medicine, Baltimore, MD
| |
Collapse
|
41
|
Ramendra R, Isnard S, Mehraj V, Chen J, Zhang Y, Finkelman M, Routy JP. Circulating LPS and (1→3)-β-D-Glucan: A Folie à Deux Contributing to HIV-Associated Immune Activation. Front Immunol 2019; 10:465. [PMID: 30967860 PMCID: PMC6430738 DOI: 10.3389/fimmu.2019.00465] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 02/21/2019] [Indexed: 12/12/2022] Open
Abstract
Immune activation is the driving force behind the occurrence of AIDS and non-AIDS events, and is only partially reduced by antiretroviral therapy (ART). Soon after HIV infection, intestinal CD4+ T cells are depleted leading to epithelial gut damage and subsequent translocation of microbes and/or their products into systemic circulation. Bacteria and fungi are the two most abundant populations of the gut microbiome. Circulating lipopolysaccharide (LPS) and (1→3)-β-D-Glucan (βDG), major components of bacterial and fungal cell walls respectively, are measured as markers of microbial translocation in the context of compromised gut barriers. While LPS is a well-known inducer of innate immune activation, βDG is emerging as a significant source of monocyte and NK cell activation that contributes to immune dysfunction. Herein, we critically evaluated recent literature to untangle the respective roles of LPS and βDG in HIV-associated immune dysfunction. Furthermore, we appraised the relevance of LPS and βDG as biomarkers of disease progression and immune activation on ART. Understanding the consequences of elevated LPS and βDG on immune activation will provide insight into novel therapeutic strategies against the occurrence of AIDS and non-AIDS events.
Collapse
Affiliation(s)
- Rayoun Ramendra
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada.,Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada.,Department of Microbiology and Immunology, McGill University, Montreal, QC, Canada
| | - Stéphane Isnard
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada.,Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
| | - Vikram Mehraj
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Jun Chen
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada.,Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
| | - Yonglong Zhang
- Associates of Cape Cod Inc., Falmouth, MA, United States
| | | | - Jean-Pierre Routy
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada.,Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada.,Division of Hematology, McGill University Health Centre, Montreal, QC, Canada
| |
Collapse
|
42
|
Coltell O, Asensio EM, Sorlí JV, Barragán R, Fernández-Carrión R, Portolés O, Ortega-Azorín C, Martínez-LaCruz R, González JI, Zanón-Moreno V, Gimenez-Alba I, Fitó M, Ros E, Ordovas JM, Corella D. Genome-Wide Association Study (GWAS) on Bilirubin Concentrations in Subjects with Metabolic Syndrome: Sex-Specific GWAS Analysis and Gene-Diet Interactions in a Mediterranean Population. Nutrients 2019; 11:nu11010090. [PMID: 30621171 PMCID: PMC6356696 DOI: 10.3390/nu11010090] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 12/27/2018] [Accepted: 12/27/2018] [Indexed: 01/30/2023] Open
Abstract
Although, for decades, increased serum bilirubin concentrations were considered a threatening sign of underlying liver disease and had been associated with neonatal jaundice, data from recent years show that bilirubin is a powerful antioxidant and suggest that slightly increased serum bilirubin concentrations are protective against oxidative stress-related diseases, such as cardiovascular diseases. Therefore, a better understanding of the gene-diet interactions in determining serum bilirubin concentrations is needed. None of the previous genome-wide association studies (GWAS) on bilirubin concentrations has been stratified by sex. Therefore, considering the increasing interest in incorporating the gender perspective into nutritional genomics, our main aim was to carry out a GWAS on total serum bilirubin concentrations in a Mediterranean population with metabolic syndrome, stratified by sex. Our secondary aim was to explore, as a pilot study, the presence of gene-diet interactions at the GWAS level. We included 430 participants (188 men and 242 women, aged 55–75 years, and with metabolic syndrome) in the PREDIMED Plus-Valencia study. Global and sex-specific GWAS were undertaken to analyze associations and gene-diet interaction on total serum bilirubin. Adherence (low and high) to the Mediterranean diet (MedDiet) was analyzed as the dietary modulator. In the GWAS, we detected more than 55 SNPs associated with serum bilirubin at p < 5 × 10−8 (GWAS level). The top-ranked were four SNPs (rs4148325 (p = 9.25 × 10−24), rs4148324 (p = 9.48 × 10−24), rs6742078 (p = 1.29 × 10−23), rs887829 (p = 1.39 × 10−23), and the rs4148324 (p = 9.48 × 10−24)) in the UGT1A1 (UDP glucuronosyltransferase family 1 member A1) gene, which replicated previous findings revealing the UGT1A1 as the major locus. In the sex-specific GWAS, the top-ranked SNPs at the GWAS level were similar in men and women (the lead SNP was the rs4148324-UGT1A1 in both men (p = 4.77 × 10−11) and women (p = 2.15 × 10−14), which shows homogeneous genetic results for the major locus. There was more sex-specific heterogeneity for other minor genes associated at the suggestive level of GWAS significance (p < 1 × 10−5). We did not detect any gene-MedDiet interaction at p < 1 × 10−5 for the major genetic locus, but we detected some gene-MedDiet interactions with other genes at p < 1 × 10−5, and even at the GWAS level for the IL17B gene (p = 3.14 × 10−8). These interaction results, however, should be interpreted with caution due to our small sample size. In conclusion, our study provides new data, with a gender perspective, on genes associated with total serum bilirubin concentrations in men and women, and suggests possible additional modulations by adherence to MedDiet.
Collapse
Affiliation(s)
- Oscar Coltell
- Department of Computer Languages and Systems, Universitat Jaume I, 12071 Castellón, Spain.
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
| | - Eva M Asensio
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - José V Sorlí
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Rocio Barragán
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Rebeca Fernández-Carrión
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Olga Portolés
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Carolina Ortega-Azorín
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Raul Martínez-LaCruz
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - José I González
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Vicente Zanón-Moreno
- Area of Health Sciences, Valencian International University, 46002 Valencia, Spain.
- Red Temática de Investigación Cooperativa OftaRed, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Ophthalmology Research Unit "Santiago Grisolia", Dr. Peset University Hospital, 46017 Valencia, Spain.
| | - Ignacio Gimenez-Alba
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Montserrat Fitó
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Instituto Hospital del Mar de Investigaciones Médicas, 08003 Barcelona, Spain.
| | - Emilio Ros
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Lipid Clinic, Endocrinology and Nutrition Service, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
| | - Jose M Ordovas
- Nutrition and Genomics Laboratory, JM-USDA Human Nutrition Research Center on Aging at Tufts University, Boston, MA 02111, USA.
- Department of Cardiovascular Epidemiology and Population Genetics, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain.
- IMDEA Alimentación, 28049 Madrid, Spain.
| | - Dolores Corella
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain.
| |
Collapse
|
43
|
Tsai MT, Tarng DC. Beyond a Measure of Liver Function-Bilirubin Acts as a Potential Cardiovascular Protector in Chronic Kidney Disease Patients. Int J Mol Sci 2018; 20:ijms20010117. [PMID: 30597982 PMCID: PMC6337523 DOI: 10.3390/ijms20010117] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 12/17/2018] [Accepted: 12/21/2018] [Indexed: 02/07/2023] Open
Abstract
Bilirubin is a well-known neurotoxin in newborn infants; however, current evidence has shown that a higher serum bilirubin concentration in physiological ranges is associated with a lower risk for the development and progression of both chronic kidney disease (CKD) and cardiovascular disease (CVD) in adults. The protective mechanisms of bilirubin in CVD, CKD, and associated mortality may be ascribed to its antioxidant and anti-inflammatory properties. Bilirubin further improves insulin sensitivity, reduces low-density lipoprotein cholesterol levels and inhibits platelet activation in at-risk individuals. These effects are expected to maintain normal vascular homeostasis and thus reduce the incidence of CKD and the risks of cardiovascular complications and death. In this review, we highlight the recent advances in the biological actions of bilirubin in the pathogenesis of CVD and CKD progression, and further propose that targeting bilirubin metabolism could be a potential approach to ameliorate morbidity and mortality in CKD patients.
Collapse
Affiliation(s)
- Ming-Tsun Tsai
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan.
- Institute of Clinical Medicine, National Yang-Ming University, Taipei 11217, Taiwan.
| | - Der-Cherng Tarng
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan.
- Institute of Clinical Medicine, National Yang-Ming University, Taipei 11217, Taiwan.
- Department and Institute of Physiology, National Yang-Ming University, Taipei 11217, Taiwan.
| |
Collapse
|
44
|
Mechanisms of Cardiovascular Disease in the Setting of HIV Infection. Can J Cardiol 2018; 35:238-248. [PMID: 30825947 DOI: 10.1016/j.cjca.2018.12.024] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 12/11/2018] [Accepted: 12/11/2018] [Indexed: 12/12/2022] Open
Abstract
Although the initial reports of increased cardiovascular (CV) disease in the setting of advanced AIDS were reported approximately 30 years ago, advances in antiretroviral therapy and immediate initiation of therapy on diagnosis have transformed what was once a deadly infectious disease into a chronic health condition. Accordingly, the types of CV diseases occurring in HIV have shifted from pericardial effusions and dilated cardiomyopathy to atherosclerosis and heart failure. The underlying pathophysiology of HIV-associated CV disease remains poorly understood, partly because of the rapidly evolving nature of HIV treatment and because clinical endpoints take many years to develop. The gut plays an important role in the early pathogenesis of HIV infection as HIV preferentially infects CD4+ T cells, 80% of which are located in gut mucosa. The loss of these T cells damages gut mucosa resulting in increased gut permeability and microbial translocation, which incites chronic inflammation and immune activation. Antiretroviral therapy does not cure HIV infection and immune abnormalities persist. These abnormalities correlate with mortality and CV events. The effects of antiretroviral therapy on CV risk are complex; treatment reduces inflammation and other markers of CV risk but induces lipid abnormalities, most commonly hypertriglyceridemia. On a molecular level, monocytes/macrophages, platelet reactivity, and immune cell activation, which play a role in the general population, may be heightened in the setting of HIV and contribute to HIV-associated atherosclerosis. Chronic inflammation represents an inviting therapeutic target in HIV, as it does in uninfected persons with atherosclerosis.
Collapse
|
45
|
Stroke in HIV. Can J Cardiol 2018; 35:280-287. [PMID: 30825950 DOI: 10.1016/j.cjca.2018.11.032] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 11/21/2018] [Accepted: 11/30/2018] [Indexed: 12/26/2022] Open
Abstract
Stroke is a heterogeneous disease in persons living with human immunodeficiency virus (HIV). HIV is thought to increase the risk of stroke through both HIV-related and traditional stroke risk factors, which vary with respect to the patient's age and clinical characteristics. Numerous studies show that detectable viremia and immunosuppression increase the risk of stroke across all ages, whereas traditional risk factors are more common in the aging population with HIV. As persons living with HIV age and acquire traditional stroke risk factors, the prevalence of stroke will likely continue to increase. Large- and small-vessel disease are the most common causes of stroke, although it is important to evaluate for infectious etiology as well. Research regarding the management of stroke in patients with HIV is scant, and recommendations often parallel those for the general population. Treatment of HIV and effective reduction of traditional stroke risk factors is important to reduce the risk of stroke in persons living with HIV. Future research will help elucidate the pathophysiology of HIV and stroke risk, investigate sex differences in stroke risk, and evaluate the safety and benefits of standard stroke preventative measures and HIV-specific interventions in this population.
Collapse
|
46
|
DiNicolantonio JJ, McCarty MF, O’Keefe JH. Antioxidant bilirubin works in multiple ways to reduce risk for obesity and its health complications. Open Heart 2018; 5:e000914. [PMID: 30364545 PMCID: PMC6196942 DOI: 10.1136/openhrt-2018-000914] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/26/2018] [Indexed: 12/30/2022] Open
Affiliation(s)
- James J DiNicolantonio
- Department of Preventive Cardiology, Saint Luke’s Mid America Heart Institute, Kansas City, Missouri, USA
| | | | - James H O’Keefe
- Department of Preventive Cardiology, Saint Luke’s Mid America Heart Institute, Kansas City, Missouri, USA
| |
Collapse
|