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Barber MRW, Ugarte-Gil MF, Hanly JG, Urowitz MB, St-Pierre Y, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Wallace DJ, Isenberg DA, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim SS, Inanc M, Kalunian KC, Jacobsen S, Peschken CA, Kamen DL, Askanase A, Pons-Estel BA, Cardwell FS, Alarcón GS, Clarke AE. Remission and low disease activity are associated with lower healthcare costs: results from the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort. Ann Rheum Dis 2024:ard-2024-225613. [PMID: 38754981 DOI: 10.1136/ard-2024-225613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 04/30/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVES This study aims to determine the independent impact of definitions of remission/low disease activity (LDA) on direct/indirect costs (DCs, ICs) in a multicentre inception cohort. METHODS Patients from 31 centres in 10 countries were enrolled within 15 months of diagnosis and assessed annually. Five mutually exclusive disease activity states (DAS) were defined as (1) remission off-treatment: clinical (c) SLEDAI-2K=0, without prednisone/immunosuppressants; (2) remission on-treatment: cSLEDAI-2K=0, prednisone ≤5 mg/day and/or maintenance immunosuppressants; (3) LDA-Toronto Cohort (TC): cSLEDAI-2K≤2, without prednisone/immunosuppressants; (4) modified lupus LDA state (mLLDAS): SLEDAI-2K≤4, no activity in major organs/systems, no new activity, prednisone ≤7.5 mg/day and/or maintenance immunosuppressants and (5) active: all remaining assessments.At each assessment, patients were stratified into the most stringent DAS fulfilled and the proportion of time in a DAS since cohort entry was determined. Annual DCs/ICs (2021 Canadian dollars) were based on healthcare use and lost workforce/non-workforce productivity over the preceding year.The association between the proportion of time in a DAS and annual DC/IC was examined through multivariable random-effects linear regressions. RESULTS 1692 patients were followed a mean of 9.7 years; 49.0% of assessments were active. Remission/LDA (per 25% increase in time in a remission/LDA state vs active) were associated with lower annual DC/IC: remission off-treatment (DC -$C1372; IC -$C2507), remission on-treatment (DC -$C973; IC -$C2604,) LDA-TC (DC -$C1158) and mLLDAS (DC -$C1040). There were no cost differences between remission/LDA states. CONCLUSIONS Our data suggest that systemic lupus erythematosus patients who achieve remission, both off and on-therapy, and reductions in disease activity incur lower costs than those experiencing persistent disease activity.
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Affiliation(s)
- Megan R W Barber
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Manuel Francisco Ugarte-Gil
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru
- Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre, Halifax, Nova Scotia, Canada
- Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murray B Urowitz
- Lupus Program, Centre for Prognosis Studies in the Rheumatic Diseases, University of Toronto, Toronto Western Hospital, Toronto, Ontario, Canada
- Krembil Research Institute, Toronto, Ontario, Canada
| | - Yvan St-Pierre
- Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Birmingham University Medical School, Birmingham, UK
| | - Sang-Cheol Bae
- Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea (the Republic of)
- Hanyang Institute of Bioscience and Biotechnology, Seoul, Korea (the Republic of)
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Tlalpan, Mexico
| | - Jorge Sanchez-Guerrero
- University Health Network, Toronto, Ontario, Canada
- Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Sasha Bernatsky
- Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - David A Isenberg
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Anisur Rahman
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Joan T Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Paul R Fortin
- Centre ARThrite, CHU de Québec, Université Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Krembil Research Institute, Toronto, Ontario, Canada
- Lupus Program, Centre for Prognosis in The Rheumatic Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Ian N Bruce
- Centre for Musculoskeletal Research, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- The Kellgren Centre for Rheumatology, Central Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Michelle Petri
- Division of Rheumatology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Department of Medicine, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Mary Anne Dooley
- Thurston Arthritis Research Centre, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Susan Manzi
- Lupus Center of Excellence, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | | | | | - Cynthia Aranow
- The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Meggan Mackay
- Feinstein Institute for Medical Research, Manhasset, New York, USA
| | | | - S Sam Lim
- School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul University, Istanbul Medical Faculty, Capa, Istanbul, Turkey
| | | | - Søren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen, Denmark
| | | | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askanase
- Division of Rheumatology, Columbia University Lupus Center, Columbia University College of Physicians & Surgeons, New York, New York, USA
| | - Bernardo A Pons-Estel
- Grupo Oroño, Centro Regional de Enfermedades Autonmunes y Reumáticas, Rosario, Argentina
| | - Francesca S Cardwell
- Geography & Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
| | - Graciela S Alarcón
- Department of Medicine, Division of Clinical Immunology and Rheumatology, School of Medicine, The University of Alabama, Birmingham, Alabama, USA
| | - Ann E Clarke
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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2
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Garg S, Sweet N, Boderman B, Montes D, Walunas T, Ramsey-Goldman R, Khosroshahi A, Astor BC, Lim SS, Bartels CM. Multiplicative Impact of Adverse Social Determinants of Health on Outcomes in Lupus Nephritis: A Meta-analysis and Systematic Review. Arthritis Care Res (Hoboken) 2024. [PMID: 38693617 DOI: 10.1002/acr.25359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND Social determinants of health (SDoH) likely contribute to outcome disparities in lupus nephritis (LN). Understanding the overall burden and contribution of each domain could guide future health-equity focused interventions to improve outcomes and reduce disparities in LN. Objectives of this meta-analysis were to: 1) determine the association of overall SDoH and specific SDoH domains on LN outcomes, and 2) develop a framework for the multidimensional impact of SDoH on LN outcomes. METHODS We performed a comprehensive search of studies measuring associations between SDoH and LN outcomes. We examined pooled odds of poor LN outcomes including mortality, end-stage kidney disease, or cardiovascular disease in patients with and without adverse SDoH. Additionally, we calculated the pooled odds ratios of outcomes by four SDoH domains: individual (e.g., insurance), healthcare (e.g., fragmented care), community (e.g., neighborhood socioeconomic status), and health behaviors (e.g., smoking). RESULTS Among 531 screened studies, 31 met inclusion and 13 studies with raw data were included in meta-analysis. Pooled odds of poor outcomes, were 1.47-fold higher in patients with any adverse SDoH. Patients with adverse SDoH in individual and healthcare domains had 1.64-fold and 1.77-fold higher odds of poor outcomes. We found a multiplicative impact of having ≥2 adverse SDoH on LN outcomes. Patients of Black Race with public insurance and fragmented care had 12-fold higher odds of poor LN outcomes. CONCLUSION Adverse SDoH is associated with poor LN outcomes. Having ≥2 adverse SDoH, specifically in different SDoH domains, had a multiplicative impact leading to worse LN outcomes, widening disparities.
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Affiliation(s)
- Shivani Garg
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Nadia Sweet
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA, USA
| | - Brianna Boderman
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA, USA
| | | | | | | | | | - Brad C Astor
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | | | - Christie M Bartels
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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3
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Krustev E, Hanly JG, Chin R, Buhler KA, Urowitz MB, Gordon C, Bae SC, Romero-Diaz J, Sánchez-Guerrero J, Bernatsky S, Wallace DJ, Isenberg D, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri MA, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, Alarcón GS, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim S, Inanc M, Kalunian KC, Jacobsen S, Peschken CA, Kamen DL, Askenase A, Buyon J, Fritzler MJ, Clarke AE, Choi MY. Anti-KIF20B autoantibodies are associated with cranial neuropathy in systemic lupus erythematosus. Lupus Sci Med 2024; 11:e001139. [PMID: 38599670 PMCID: PMC11015279 DOI: 10.1136/lupus-2023-001139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 03/20/2024] [Indexed: 04/12/2024]
Abstract
BACKGROUND Cranial neuropathies (CN) are a rare neuropsychiatric SLE (NPSLE) manifestation. Previous studies reported that antibodies to the kinesin family member 20B (KIF20B) (anti-KIF20B) protein were associated with idiopathic ataxia and CN. We assessed anti-KIF20B as a potential biomarker for NPSLE in an international SLE inception cohort. METHODS Individuals fulfilling the revised 1997 American College of Rheumatology (ACR) SLE classification criteria were enrolled from 31 centres from 1999 to 2011 and followed annually in the Systemic Lupus Erythematosus International Collaborating Clinics inception cohort. Anti-KIF20B testing was performed on baseline (within 15 months of diagnosis or first annual visit) samples using an addressable laser bead immunoassay. Logistic regression (penalised maximum likelihood and adjusting for confounding variables) examined the association between anti-KIF20B and NPSLE manifestations (1999 ACR case definitions), including CN, occurring over the first 5 years of follow-up. RESULTS Of the 1827 enrolled cohort members, baseline serum and 5 years of follow-up data were available on 795 patients who were included in this study: 29.8% were anti-KIF20B-positive, 88.7% female, and 52.1% White. The frequency of anti-KIF20B positivity differed only for those with CN (n=10) versus without CN (n=785) (70.0% vs 29.3%; OR 5.2, 95% CI 1.4, 18.5). Compared with patients without CN, patients with CN were more likely to fulfil the ACR haematological (90.0% vs 66.1%; difference 23.9%, 95% CI 5.0%, 42.8%) and ANA (100% vs 95.7%; difference 4.3%, 95% CI 2.9%, 5.8%) criteria. In the multivariate analysis adjusting for age at baseline, female, White race and ethnicity, and ACR haematological and ANA criteria, anti-KIF20B positivity remained associated with CN (OR 5.2, 95% CI 1.4, 19.1). CONCLUSION Anti-KIF20B is a potential biomarker for SLE-related CN. Further studies are needed to examine how autoantibodies against KIF20B, which is variably expressed in a variety of neurological cells, contribute to disease pathogenesis.
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Affiliation(s)
- Eugene Krustev
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Ricky Chin
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Katherine A Buhler
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Murray B Urowitz
- Lupus Program, Centre for Prognosis Studies in The Rheumatic Disease and Krembil Research Institute, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang Institute of Bioscience and Biotechnology, Seoul, Republic of Korea
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Ciudad de Mexico, Mexico
| | | | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - David Isenberg
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Anisur Rahman
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Joan T Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Paul R Fortin
- Division of Rheumatology, CHU de Québec, Universite Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Lupus Program, Centre for Prognosis Studies in The Rheumatic Disease and Krembil Research Institute, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Ian N Bruce
- Centre for Musculoskeletal Research, Faculty of Biology, Medicine and Health, The University of Manchester and The Kellgren Centre for Rheumatology, Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Michelle A Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Medicine, SUNY Downstate Medical Center, New York City, New York, USA
| | - Mary Anne Dooley
- Thurston Arthritis Research Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Susan Manzi
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Andreas Jönsen
- Department of Rheumatology, Lund University Department of Clinical Sciences Lund, Lund, Sweden
| | - Graciela S Alarcón
- Department of Medicine, The University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | - Ronald F van Vollenhoven
- Department of Rheumatology and Clinical Immunology, University of Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - Cynthia Aranow
- Center for Autoimmune and Musculoskeletal Disease, Northwell Health Feinstein Institutes for Medical Research, Manhasset, New York, USA
| | - Meggan Mackay
- Center for Autoimmune and Musculoskeletal Disease, Northwell Health Feinstein Institutes for Medical Research, Manhasset, New York, USA
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, Department of Internal Medicine, BioCruces Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, Barakaldo, Spain
| | - Sam Lim
- Division of Rheumatology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul Medical Faculty, Istanbul University, Fatih, Turkey
| | - Kenneth C Kalunian
- University of California San Diego School of Medicine, La Jolla, California, USA
| | - Søren Jacobsen
- Department of Rheumatology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askenase
- Columbia University Medical Center, New York City, New York, USA
| | - Jill Buyon
- Rheumatology, NYU Langone Health, New York City, New York, USA
| | - Marvin J Fritzler
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ann E Clarke
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- McCaig Institute for Bone and Joint Health, Calgary, Alberta, Canada
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Sirek G, Ulysse S, Jacques Toussaint M, Nosamiefan C, Desrosiers L, Chandler M, Ramsey-Goldman R, Fleurissaint DJ, Feldman CH. A community-engaged approach to translate a Vaccine Hesitancy Scale into Haitian Creole. Vaccine 2024; 42:2127-2134. [PMID: 38458871 PMCID: PMC10999325 DOI: 10.1016/j.vaccine.2024.02.079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 01/17/2024] [Accepted: 02/26/2024] [Indexed: 03/10/2024]
Abstract
OBJECTIVE Accurately translated health materials are needed to achieve equity in vaccine uptake among U.S. individuals with non-English language preferences. Verbatim translations may not capture the cultural and linguistic vernacular required to understand vaccine hesitancy. We leveraged a community-engaged approach to translate the Vaccine Hesitancy Scale (VHS) into Haitian Creole. METHODS Following the "WHO Guidelines on Translation and Adaptation of Instruments" and a community-engaged framework, a validated 10-question Vaccine Hesitancy Scale (VHS) underwent forward translation, expert panel review, back translation, and focus group pilot testing. RESULTS Haitian Creole-speaking translators included two community leaders, one community partner, one study team member, and 13 Haitian, greater Boston-based community members who participated in a focus group to pretest the survey. After four iterations, a linguistic and cultural translation of the VHS was created. CONCLUSION A community-engaged framework strengthened community partnerships and resulted in a culturally relevant Haitian Creole vaccine hesitancy scale.
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Affiliation(s)
- Greta Sirek
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Sciaska Ulysse
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | | | - Chisa Nosamiefan
- The Labalaba Foundation for Lupus Advocacy and Awareness, Nigeria
| | | | - Mia Chandler
- Rheumatology Program, Division of Immunology, Boston Children's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | | | - Candace H Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.
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5
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Nielsen W, Strand V, Simon LS, Parodis I, Kim AHJ, Desai M, Enman Y, Wallace D, Chaichian Y, Navarra S, Aranow C, MacKay M, Trotter K, Tayer-Shifman OE, Duarte-Garcia A, Shan Tam L, Ugarte-Gil MF, PonsEstel GJ, Reynolds JA, Nikpour M, Hoi A, Romero-Diaz J, Papachristos D, Aggarwal A, Mok CC, Fujio K, Ramsey-Goldman R, Howe A, Kia BN, Bonilla D, Thumboo J, Mosca M, Aringer M, Johnson SR, Drucker AM, Morand E, Bruce I, Touma Z. OMERACT 2023 Systemic Lupus Erythematosus Special Interest Group: Winnowing and Binning Preliminary Candidate Domains for the Core Outcome Set. Semin Arthritis Rheum 2024; 65:152380. [PMID: 38281467 DOI: 10.1016/j.semarthrit.2024.152380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/21/2023] [Accepted: 01/03/2024] [Indexed: 01/30/2024]
Abstract
BACKGROUND The Outcome Measures in Rheumatology (OMERACT) Systemic Lupus Erythematosus (SLE) Working Group held a Special Interest Group (SIG) at the OMERACT 2023 conference in Colorado Springs where SLE collaborators reviewed domain sub-themes generated through qualitative research and literature review. OBJECTIVE The objective of the SIG and the subsequent meetings of the SLE Working Group was to begin the winnowing and binning of candidate domain sub-themes into a preliminary list of candidate domains that will proceed to the consensus Delphi exercise for the SLE COS. METHODS Four breakout groups at the SLE SIG in Colorado Springs winnowed and binned 132 domain sub-themes into candidate domains, which was continued with a series of virtual meetings by an advisory group of SLE patient research partners (PRPs), members of the OMERACT SLE Working Group Steering Committee, and other collaborators. RESULTS The 132 domain sub-themes were reduced to a preliminary list of 20 candidate domains based on their clinical and research relevance for clinical trials and research studies. CONCLUSION A meaningful and substantial winnowing and binning of candidate domains for the SLE COS was achieved resulting in a preliminary list of 20 candidate domains.
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Affiliation(s)
- Wils Nielsen
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Vibeke Strand
- Division of Immunology/Rheumatology, Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Ioannis Parodis
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden;; Department of Gastroenterology, Dermatology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden; Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Alfred H J Kim
- Division of Rheumatology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Maya Desai
- Faculty of Design, OCAD University, Toronto, Ontario, Canada
| | - Yvonne Enman
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden;; Swedish Rheumatism Association, Stockholm, Sweden
| | - Daniel Wallace
- Division of Rheumatology, Department of Medicine, Cedars-Sinai; David Geffen School of Medicine at UCLA, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yashaar Chaichian
- Division of Immunology and Rheumatology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sandra Navarra
- Department of Rheumatology, University of Santo Tomas Hospital, Manila, Philippines
| | - Cynthia Aranow
- Center for Autoimmune, Musculoskeletal and Hematopoietic Diseases, Feinstein Institutes for Medical Research, Manhasset, New York, USA
| | - Meggan MacKay
- Center for Autoimmune, Musculoskeletal and Hematopoietic Diseases, Feinstein Institutes for Medical Research, Manhasset, New York, USA
| | - Kimberly Trotter
- Section of Rheumatology and Gwen Knapp Center for Lupus and Immunology Research, University of Chicago, Chicago, Illinois, USA
| | - Oshrat E Tayer-Shifman
- Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel; Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Lai Shan Tam
- Department of Medicine & Therapeutics, The Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Manuel F Ugarte-Gil
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas. Universidad Cientifica del Sur, Lima, Peru; Rheumatology Department. Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
| | - Guillermo J PonsEstel
- Grupo Oroño - Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Rosario, Argentina
| | - John A Reynolds
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, 1724University of Birmingham, Birmingham, UK
| | - Mandana Nikpour
- The University of Sydney School of Public Health, Camperdown, NSW, 2006, Australia
| | - Alberta Hoi
- Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Melbourne, Australia
| | | | | | - Amita Aggarwal
- Department of Clinical Immunology and Rheumatology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226014, India
| | - Chi Chiu Mok
- Department of Medicine, Tuen Mun Hospital, New Territories, Hong Kong, China
| | - Keishi Fujio
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Aaron Howe
- Restore Lab, Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
| | - Behdin Nowrouzi Kia
- Restore Lab, Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
| | - Dennisse Bonilla
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
| | - Marta Mosca
- Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Martin Aringer
- Division of Rheumatology, Department of Medicine III, University Medical Center and Faculty of Medicine TU Dresden, Dresden, Germany
| | - Sindhu R Johnson
- Toronto Western Hospital, Mount Sinai Hospital, and University of Toronto, Toronto, Ontario, Canada
| | - Aaron M Drucker
- Division of Dermatology, Department of Medicine, University of Toronto and Women's College Hospital
| | - Eric Morand
- Centre for Inflammatory Disease, Monash University, Melbourne, Australia
| | - Ian Bruce
- Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
| | - Zahi Touma
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada.
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6
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Deng Y, Pacheco JA, Ghosh A, Chung A, Mao C, Smith JC, Zhao J, Wei WQ, Barnado A, Dorn C, Weng C, Liu C, Cordon A, Yu J, Tedla Y, Kho A, Ramsey-Goldman R, Walunas T, Luo Y. Natural language processing to identify lupus nephritis phenotype in electronic health records. BMC Med Inform Decis Mak 2024; 22:348. [PMID: 38433189 PMCID: PMC10910523 DOI: 10.1186/s12911-024-02420-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 01/09/2024] [Indexed: 03/05/2024] Open
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) is a rare autoimmune disorder characterized by an unpredictable course of flares and remission with diverse manifestations. Lupus nephritis, one of the major disease manifestations of SLE for organ damage and mortality, is a key component of lupus classification criteria. Accurately identifying lupus nephritis in electronic health records (EHRs) would therefore benefit large cohort observational studies and clinical trials where characterization of the patient population is critical for recruitment, study design, and analysis. Lupus nephritis can be recognized through procedure codes and structured data, such as laboratory tests. However, other critical information documenting lupus nephritis, such as histologic reports from kidney biopsies and prior medical history narratives, require sophisticated text processing to mine information from pathology reports and clinical notes. In this study, we developed algorithms to identify lupus nephritis with and without natural language processing (NLP) using EHR data from the Northwestern Medicine Enterprise Data Warehouse (NMEDW). METHODS We developed five algorithms: a rule-based algorithm using only structured data (baseline algorithm) and four algorithms using different NLP models. The first NLP model applied simple regular expression for keywords search combined with structured data. The other three NLP models were based on regularized logistic regression and used different sets of features including positive mention of concept unique identifiers (CUIs), number of appearances of CUIs, and a mixture of three components (i.e. a curated list of CUIs, regular expression concepts, structured data) respectively. The baseline algorithm and the best performing NLP algorithm were externally validated on a dataset from Vanderbilt University Medical Center (VUMC). RESULTS Our best performing NLP model incorporated features from both structured data, regular expression concepts, and mapped concept unique identifiers (CUIs) and showed improved F measure in both the NMEDW (0.41 vs 0.79) and VUMC (0.52 vs 0.93) datasets compared to the baseline lupus nephritis algorithm. CONCLUSION Our NLP MetaMap mixed model improved the F-measure greatly compared to the structured data only algorithm in both internal and external validation datasets. The NLP algorithms can serve as powerful tools to accurately identify lupus nephritis phenotype in EHR for clinical research and better targeted therapies.
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Affiliation(s)
- Yu Deng
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Jennifer A Pacheco
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Anika Ghosh
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Anh Chung
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Department of Medicine/Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Chengsheng Mao
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Joshua C Smith
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Juan Zhao
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - April Barnado
- Department of Medicine, Vanderbilt University Medical Center, Nashville, USA
| | - Chad Dorn
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Chunhua Weng
- Department of Biomedical Informatics, Columbia University, New York City, USA
| | - Cong Liu
- Department of Biomedical Informatics, Columbia University, New York City, USA
| | - Adam Cordon
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Jingzhi Yu
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Yacob Tedla
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Abel Kho
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine/Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Theresa Walunas
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA.
| | - Yuan Luo
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA.
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7
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Bermas BL, Blanco I, Ramsey-Goldman R, Blazer AD, Clowse MEB, Edens C, Donley G, Pierce L, Wright C, Birru Talabi M. The impact of US abortion policy on rheumatology clinical practice: a cross-sectional survey of rheumatologists. Arthritis Rheumatol 2024; 76:485-486. [PMID: 37706661 DOI: 10.1002/art.42699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 09/15/2023]
Affiliation(s)
- Bonnie L Bermas
- University of Texas Southwestern Medical Center, Dallas, Texas
| | - Irene Blanco
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Ashira D Blazer
- Weill Cornell Medicine, Hospital for Special Surgery, New York, New York
| | | | - Cuoghi Edens
- University of Chicago Medicine, Chicago, Illinois
| | - Greer Donley
- University of Pittsburgh School of Law, Pittsburgh, Pennsylvania
| | - Leslie Pierce
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Catherine Wright
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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8
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Kinnett-Hopkins D, Ramsey-Goldman R, Milaeger H, Chmiel J, Chung A, Erickson D, Kenney A, Rosiles L, Ehrlich-Jones L. Operational changes to the lupus intervention fatigue trial as a result of COVID-19: An update to the study protocol. Contemp Clin Trials Commun 2023; 36:101221. [PMID: 38034842 PMCID: PMC10682518 DOI: 10.1016/j.conctc.2023.101221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 09/25/2023] [Accepted: 10/15/2023] [Indexed: 12/02/2023] Open
Abstract
Background The coronavirus disease 2019 (COVID-19) global pandemic drastically impacted the health system and the research community. As a result, research institutions and funding agencies recommended a moratorium on conducting in-person research and study enrollment until protocol changes to protect participant safety were approved and implemented. We detail the operational modifications made to the Lupus Intervention Fatigue Trial (LIFT) protocol and summarize how we met the varied challenges created by COVID-19. Methods We evaluated study protocols and determined that scheduling, acquiring consent, in-person assessments and intervention baseline visits, patient reported outcomes, and data processing procedures needed modification. Results Operational modifications were made to ensure study progress while adhering to COVID-19 restrictions. Major changes included electronic consent, remote baseline visits for those in the intervention, self-report outcome measures at home via emailed weblinks, and telemedicine physician assessment visits. The collection of safety labs presented the largest challenge since this required an in-person visit to a laboratory. The study team elected to delay this up to one month after the physician assessment. All follow-up visits were completed, and no participants withdrew from the study. Conclusion LIFT was severely impacted by COVID-19. We provide insight into how our study protocol was modified without compromising the integrity of the primary and secondary outcomes of the study. The modifications utilized by the LIFT study resulted in efficiencies that will be included in a revised protocol and may serve as a useful example for other behavioral interventions to adapt their research studies.
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Affiliation(s)
- D. Kinnett-Hopkins
- School of Kinesiology, University of Michigan, Ann Arbor, MI, USA
- Northwestern University, Chicago, IL, USA
| | | | | | | | - A. Chung
- Northwestern University, Chicago, IL, USA
| | | | - A. Kenney
- Northwestern University, Chicago, IL, USA
| | - L. Rosiles
- Northwestern University, Chicago, IL, USA
| | - L. Ehrlich-Jones
- Northwestern University, Chicago, IL, USA
- Shirley Ryan AbilityLab, Chicago, IL, USA
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9
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Ezeh N, Sirek G, Ulysse SN, Feldman CH, Ramsey-Goldman R. Reply. Arthritis Care Res (Hoboken) 2023; 75:2538-2539. [PMID: 37501323 DOI: 10.1002/acr.25206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 07/29/2023]
Affiliation(s)
- Nnenna Ezeh
- Brigham and Women's Hospital, Boston, Massachusetts
| | - Greta Sirek
- Brigham and Women's Hospital, Boston, Massachusetts
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10
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Ezeh N, Sirek G, Ulysse SN, Williams JN, Chandler MT, Ojikutu BO, York M, Crespo-Bosque M, Jean-Jacques M, Roberson T, Mancera-Cuevas K, Milaeger H, Losina E, Dhand A, Son MB, Ramsey-Goldman R, Feldman CH. Understanding Stakeholders' Perspectives to Increase COVID-19 Vaccine and Booster Uptake Among Black Individuals With Rheumatic Conditions. Arthritis Care Res (Hoboken) 2023; 75:2508-2518. [PMID: 37309724 PMCID: PMC10716359 DOI: 10.1002/acr.25172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 05/09/2023] [Accepted: 06/08/2023] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Disparities in COVID-19 vaccine and booster uptake persist. This study aimed to obtain perspectives from community and physician stakeholders on COVID-19 vaccine and booster hesitancy and strategies to promote vaccine uptake among Black individuals with rheumatic and musculoskeletal conditions. METHODS We invited community leaders and physicians in greater Boston and Chicago to participate in semi-structured interviews using a moderator guide developed a priori. Participants were queried about how to best address vaccine hesitancy, strategies to target high-risk populations, and factors to identify future community leaders. Interviews were audio recorded, transcribed verbatim, and analyzed thematically using Dedoose. RESULTS A total of 8 physicians and 12 community leaders participated in this study between November 2021 and October 2022. Qualitative analyses revealed misinformation/mixed messaging and mistrust, with subthemes including conspiracy theories, concerns regarding vaccine development and function, racism and historical injustices, and general mistrust of health care systems as the top cited reasons for COVID-19 vaccine hesitancy. Participants also shared demographic-specific differences, such as race, ethnicity, age, and gender that influenced the identified themes, with emphasis on COVID-19 vaccine access and apathy. Strategies for community-based vaccine-related information dissemination included personal storytelling with an iterative and empathetic approach, while recognizing the importance of protecting community leader well-being. CONCLUSION To increase vaccine uptake among Black individuals with rheumatic conditions, strategies should acknowledge and respond to racial/ethnic and socioeconomic injustices that engender vaccine hesitancy. Messaging should be compassionate, individually tailored, and recognize heterogeneity in experiences and opinions. Results from these analyses will inform a planned community-based intervention in Boston and Chicago.
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Affiliation(s)
- Nnenna Ezeh
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Greta Sirek
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Sciaska N. Ulysse
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Jessica N. Williams
- Division of Rheumatology, Department of Medicine, Emory School of Medicine, Atlanta, GA
| | - Mia T. Chandler
- The Rheumatology Program, Boston Children’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Bisola O. Ojikutu
- Harvard Medical School, Boston, MA
- Boston Public Health Commission, Boston, MA
- Division of Global Health Equity, Brigham and Women’s Hospital, Boston, MA
| | - Michael York
- Department of Rheumatology, Boston Medical Center, Boston, MA
| | | | | | - Tonya Roberson
- College of Health and Human Services, Governors State University, University Park, IL
| | | | - Holly Milaeger
- Division of Rheumatology, Department of Medicine Northwestern Medicine/Feinberg School of Medicine, Chicago, IL
| | - Elena Losina
- Harvard Medical School, Boston, MA
- The Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedics, Brigham and Women’s Hospital, Boston, MA
| | - Amar Dhand
- Division of Neurology, Brigham and Women’s Hospital, Boston, MA
| | - Mary Beth Son
- The Rheumatology Program, Boston Children’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine Northwestern Medicine/Feinberg School of Medicine, Chicago, IL
| | - Candace H. Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
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11
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Lee JYE, Mendel A, Askanase A, Bae SC, Buyon JP, Clarke AE, Costedoat-Chalumeau N, Fortin PR, Gladman DD, Ramsey-Goldman R, Hanly JG, Inanç M, Isenberg DA, Mak A, Mosca M, Petri M, Rahman A, Sanchez-Guerrero J, Urowitz M, Wallace DJ, Bernatsky S, Vinet É. Systemic Lupus Erythematosus Women with Lupus Nephritis in Pregnancy Therapeutic Challenge (SWITCH): The Systemic Lupus International Collaborating Clinics experience. Ann Rheum Dis 2023; 82:1496-1497. [PMID: 37208152 DOI: 10.1136/ard-2023-224197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 05/10/2023] [Indexed: 05/21/2023]
Affiliation(s)
- Joo-Young E Lee
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Arielle Mendel
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Anca Askanase
- Department of Rheumatology, Columbia University Irving Medical Center, New York, New York, USA
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang University Institute of Bioscience and Biotechnology, Seoul, South Korea
| | - Jill P Buyon
- Division of Rheumatology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Ann Elaine Clarke
- Division of Rheumatology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Nathalie Costedoat-Chalumeau
- APHP, Centre de Reference Maladies Auto-immunes et Systémiques Rares, Service de Médecine Interne, Hôpital Cochin, Paris, France
| | - Paul R Fortin
- Division of Rheumatology, Department of Medicine, Centre ARThrite, Centre Hospitalier Universitaire de Québec, Université Laval, Quebec, Quebec, Canada
| | - Dafna D Gladman
- Lupus Program, Centre for Prognosis Studies in the Rheumatic Disease and Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murat Inanç
- Division of Rheumatology, Department of Internal Medicine, Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | | | - Anselm Mak
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Marta Mosca
- Department of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy
| | - Michelle Petri
- Division of Rheumatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anisur Rahman
- Department of Rheumatology, University College London, London, UK
| | - Jorge Sanchez-Guerrero
- Lupus Program, Centre for Prognosis Studies in the Rheumatic Disease and Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Murray Urowitz
- Centre for Prognosis Studies in the Rheumatic Diseases, Professor Emeritus Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Daniel J Wallace
- Division of Rheumatology, Department of Medicine, Cedars-Sinai/David Geffen School of Medicine at UCLA, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sasha Bernatsky
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Évelyne Vinet
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
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12
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Sheikh SZ, Donovan C, Menezes C, Roy AT, Simkus A, Gross D, Askanase A, Ramsey-Goldman R, Majithia V, Wanty N, McNeill A, Holtz K, Lim SS. Feasibility and Utility of a Pilot Peer Education Program to Improve Patient Engagement in Lupus Clinical Trials: Implementation and Evaluation in a Multisite Model Within a Lupus Clinical Trials Network. ACR Open Rheumatol 2023. [PMID: 37881151 DOI: 10.1002/acr2.11612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/29/2023] [Accepted: 09/05/2023] [Indexed: 10/27/2023] Open
Abstract
OBJECTIVE To assess outcomes related to Lupus Therapeutics' Patient Advocates for Lupus Studies (LT-PALS), a peer-to-peer lupus clinical trial (LCT) education program designed to improve representation of diverse groups in LCTs. Patients with lupus and clinical trial participation experience were trained as peer educators (PALs) providing trial-agnostic education to trial-naive patients with lupus. METHODS We used a two-arm, randomized pretest/posttest study design to evaluate outcomes related to LCT participation: knowledge, attitudes, self-efficacy, and intentions to participate in an LCT. Five academic medical centers piloted the program. The intervention group (IG) individually received peer-to-peer education sessions with trained PALs, primarily via telephone; the control group (CG) received a 3-week waiting period. We conducted within/between-group t-tests and multiple linear regressions with posttest scores as dependent variables and participation in LT-PALS as the exposure variable. RESULTS The sample (n = 136) included 64 IG and 72 CG participants, with 67.7% identifying as Black. At posttest, IG participants had higher knowledge (P < 0.01) scores than the CG participants. Regression models controlling for participant characteristics showed higher IG posttest scores for knowledge (P < 0.001) and intentions (P < 0.05). From pretest to 3-month follow-up, IG self-efficacy scores increased (P < 0.01). About half (46.9%) of IG participants reported engagement with an LCT at 1-year follow-up. Black and Hispanic participants rated higher overall program satisfaction compared with White (P < 0.01) and non-Hispanic (P < 0.05) participants. CONCLUSION Findings demonstrated feasibility of LT-PALS and showed promise in increasing engagement from groups underrepresented in LCTs.
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Affiliation(s)
| | | | | | - Albert T Roy
- Lupus Research Alliance, New York City, New York
| | | | - Diane Gross
- Lupus Research Alliance, New York City, New York
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13
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Forrest N, Jackson KL, Tran S, Pacheco JA, Mitrovic V, Furmanchuk A, Kho AN, Ramsey-Goldman R, Walunas TL. Identification and assessment of classification criteria attributes for systemic lupus erythematosus in a regional medical record data network. Lupus Sci Med 2023; 10:e000963. [PMID: 37857531 PMCID: PMC10603333 DOI: 10.1136/lupus-2023-000963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/19/2023] [Indexed: 10/21/2023]
Abstract
OBJECTIVE To assess the application and utility of algorithms designed to detect features of SLE in electronic health record (EHR) data in a multisite, urban data network. METHODS Using the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN), a Clinical Data Research Network (CDRN) containing data from multiple healthcare sites, we identified patients with at least one positively identified criterion from three SLE classification criteria sets developed by the American College of Rheumatology (ACR) in 1997, the Systemic Lupus International Collaborating Clinics (SLICC) in 2012, and the European Alliance of Associations for Rheumatology and the ACR in 2019 using EHR-based algorithms. To measure the algorithms' performance in this data setting, we first evaluated whether the number of clinical encounters for SLE was associated with a greater quantity of positively identified criteria domains using Poisson regression. We next quantified the amount of SLE criteria identified at a single healthcare institution versus all sites to assess the amount of SLE-related information gained from implementing the algorithms in a CDRN. RESULTS Patients with three or more SLE encounters were estimated to have documented 2.77 (2.73 to 2.80) times the number of positive SLE attributes from the 2012 SLICC criteria set than patients without an SLE encounter via Poisson regression. Patients with three or more SLE-related encounters and with documented care from multiple institutions were identified with more SLICC criteria domains when data were included from all CAPriCORN sites compared with a single site (p<0.05). CONCLUSIONS The positive association observed between amount of SLE-related clinical encounters and the number of criteria domains detected suggests that the algorithms used in this study can be used to help describe SLE features in this data environment. This work also demonstrates the benefit of aggregating data across healthcare institutions for patients with fragmented care.
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Affiliation(s)
- Noah Forrest
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kathryn L Jackson
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Steven Tran
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jennifer A Pacheco
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Vesna Mitrovic
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - A'lona Furmanchuk
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medicine, Division of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Abel N Kho
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medicine, Division of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Division of Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Theresa L Walunas
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medicine, Division of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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14
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Clarke AE, Hanly JG, Urowitz MB, St Pierre Y, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Wallace DJ, Isenberg DA, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, Alarcón GS, Van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim SS, Inanc M, Kalunian KC, Jacobsen S, Peschken CA, Kamen DL, Askanase A, Farewell V. Assessing the Costs of Neuropsychiatric Disease in the Systemic Lupus International Collaborating Clinics Cohort Using Multistate Modeling. Arthritis Care Res (Hoboken) 2023; 75:1859-1870. [PMID: 36691838 PMCID: PMC10363569 DOI: 10.1002/acr.25090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/19/2022] [Accepted: 01/19/2023] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To estimate direct and indirect costs associated with neuropsychiatric (NP) events in the Systemic Lupus International Collaborating Clinics inception cohort. METHODS NP events were documented annually using American College of Rheumatology definitions for NP events and attributed to systemic lupus erythematosus (SLE) or non-SLE causes. Patients were stratified into 1 of 3 NP states (no, resolved, or new/ongoing NP event). Change in NP status was characterized by interstate transition rates using multistate modeling. Annual direct costs and indirect costs were based on health care use and impaired productivity over the preceding year. Annual costs associated with NP states and NP events were calculated by averaging all observations in each state and adjusted through random-effects regressions. Five- and 10-year costs for NP states were predicted by multiplying adjusted annual costs per state by expected state duration, forecasted using multistate modeling. RESULTS A total of 1,697 patients (49% White race/ethnicity) were followed for a mean of 9.6 years. NP events (n = 1,971) occurred in 956 patients, 32% attributed to SLE. For SLE and non-SLE NP events, predicted annual, 5-, and 10-year direct costs and indirect costs were higher in new/ongoing versus no events. Direct costs were 1.5-fold higher and indirect costs 1.3-fold higher in new/ongoing versus no events. Indirect costs exceeded direct costs 3.0 to 5.2 fold. Among frequent SLE NP events, new/ongoing seizure disorder and cerebrovascular disease accounted for the largest increases in annual direct costs. For non-SLE NP events, new/ongoing polyneuropathy accounted for the largest increase in annual direct costs, and new/ongoing headache and mood disorder for the largest increases in indirect costs. CONCLUSION Patients with new/ongoing SLE or non-SLE NP events incurred higher direct and indirect costs.
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Affiliation(s)
| | - John G Hanly
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murray B Urowitz
- Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Yvan St Pierre
- McGill University Health Center, Montreal, Quebec, Canada
| | | | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases and Hanyang University, Seoul, Republic of Korea
| | | | | | | | | | | | | | | | - Paul R Fortin
- CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Ian N Bruce
- The University of Manchester and Central Manchester University Hospitals National Health Service Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Michelle Petri
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ellen M Ginzler
- State University of New York Downstate Health Sciences University, Brooklyn
| | | | | | - Susan Manzi
- Alleghany Health Network, Pittsburgh, Pennsylvania
| | | | | | | | - Cynthia Aranow
- Feinstein Institute for Medical Research, Manhasset, New York
| | - Meggan Mackay
- Feinstein Institute for Medical Research, Manhasset, New York
| | | | - S Sam Lim
- Emory University School of Medicine, Atlanta, Georgia
| | | | | | - Soren Jacobsen
- Rigshospitalet and Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | - Anca Askanase
- Hospital for Joint Diseases and New York University Seligman Center for Advanced Therapeutics, New York, New York
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Song J, Forrest N, Gordon A, Kottyan L, Mittendorf KF, Wei WQ, Ramsey-Goldman R, Walunas T, Kho A. Utilization of electronic health record data to evaluate the association of urban environment with systemic lupus erythematosus symptoms. Rheumatology (Oxford) 2023; 62:e180-e181. [PMID: 36383166 PMCID: PMC10234196 DOI: 10.1093/rheumatology/keac647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 11/03/2022] [Accepted: 11/09/2022] [Indexed: 11/17/2022] Open
Affiliation(s)
- Janet Song
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Noah Forrest
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Adam Gordon
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Leah Kottyan
- Center for Autoimmune Genomics and Etiology, Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Kathleen F Mittendorf
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Theresa Walunas
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Abel Kho
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Choi MY, Chen I, Clarke AE, Fritzler MJ, Buhler KA, Urowitz M, Hanly J, St-Pierre Y, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Wallace DJ, Isenberg DA, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, Alarcón GS, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim S, Inanc M, Kalunian K, Jacobsen S, Peschken C, Kamen DL, Askanase A, Buyon JP, Sontag D, Costenbader KH. Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes. Ann Rheum Dis 2023:ard-2022-223808. [PMID: 37085289 DOI: 10.1136/ard-2022-223808] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/06/2023] [Indexed: 04/23/2023]
Abstract
OBJECTIVES A novel longitudinal clustering technique was applied to comprehensive autoantibody data from a large, well-characterised, multinational inception systemic lupus erythematosus (SLE) cohort to determine profiles predictive of clinical outcomes. METHODS Demographic, clinical and serological data from 805 patients with SLE obtained within 15 months of diagnosis and at 3-year and 5-year follow-up were included. For each visit, sera were assessed for 29 antinuclear antibodies (ANA) immunofluorescence patterns and 20 autoantibodies. K-means clustering on principal component analysis-transformed longitudinal autoantibody profiles identified discrete phenotypic clusters. One-way analysis of variance compared cluster enrolment demographics and clinical outcomes at 10-year follow-up. Cox proportional hazards model estimated the HR for survival adjusting for age of disease onset. RESULTS Cluster 1 (n=137, high frequency of anti-Smith, anti-U1RNP, AC-5 (large nuclear speckled pattern) and high ANA titres) had the highest cumulative disease activity and immunosuppressants/biologics use at year 10. Cluster 2 (n=376, low anti-double stranded DNA (dsDNA) and ANA titres) had the lowest disease activity, frequency of lupus nephritis and immunosuppressants/biologics use. Cluster 3 (n=80, highest frequency of all five antiphospholipid antibodies) had the highest frequency of seizures and hypocomplementaemia. Cluster 4 (n=212) also had high disease activity and was characterised by multiple autoantibody reactivity including to antihistone, anti-dsDNA, antiribosomal P, anti-Sjögren syndrome antigen A or Ro60, anti-Sjögren syndrome antigen B or La, anti-Ro52/Tripartite Motif Protein 21, antiproliferating cell nuclear antigen and anticentromere B). Clusters 1 (adjusted HR 2.60 (95% CI 1.12 to 6.05), p=0.03) and 3 (adjusted HR 2.87 (95% CI 1.22 to 6.74), p=0.02) had lower survival compared with cluster 2. CONCLUSION Four discrete SLE patient longitudinal autoantibody clusters were predictive of long-term disease activity, organ involvement, treatment requirements and mortality risk.
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Affiliation(s)
- May Yee Choi
- Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Irene Chen
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Ann Elaine Clarke
- Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Marvin J Fritzler
- Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Katherine A Buhler
- Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Murray Urowitz
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto, Lupus Clinic, Toronto, Ontario, Canada
| | - John Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Yvan St-Pierre
- Medicine, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, Birmingham University Medical School, Birmingham, West Midlands, UK
| | - Sang-Cheol Bae
- Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang University Institute of Bioscience and Biotechnology, Seoul, The Republic of Korea
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición, Mexico City, Mexico
| | - Jorge Sanchez-Guerrero
- Mount Sinai Hospital and University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai/David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - David Alan Isenberg
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Anisur Rahman
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Joan T Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Paul R Fortin
- Division of Rheumatology, CHU de Québec - Université Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto, Lupus Clinic, Toronto, Ontario, Canada
| | - Ian N Bruce
- Epidemiology Unit, University of Manchester, Manchester, UK
| | - Michelle Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Department of Medicine, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Mary Anne Dooley
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Division of Rheumatology, Northwestern University and Feinberg School of Medicine, Chicago, Illinois, USA
| | - Susan Manzi
- Medicine, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | | | - Graciela S Alarcón
- Department of Medicine, The University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | | | - Cynthia Aranow
- Division of Autoimmune and Musculoskeletal Disease, Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Meggan Mackay
- Division of Autoimmune and Musculoskeletal Disease, Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, Department of Internal Medicine, BioCruces Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, Barakaldo, Spain
| | - Sam Lim
- Division of Rheumatology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Murat Inanc
- Department of Internal Medicine, Division of Rheumatology, Istanbul University, Istanbul Medical Faculty, Istanbul, Turkey
| | - Kenneth Kalunian
- Department of Rheumatology, Allergy and Immunology, University of California San Diego, La Jolla, California, USA
| | - Søren Jacobsen
- Department of Rheumatology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Diane L Kamen
- Division of Rheumatology & Immunology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askanase
- Hospital for Joint Diseases, New York University, Seligman Centre for Advanced Therapeutics, New York, New York, USA
| | - Jill P Buyon
- Division of Rheumatology, New York University School of Medicine, New York, New York, USA
| | - David Sontag
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Karen H Costenbader
- Department of Medicine, Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Barber MRW, Falasinnu T, Ramsey-Goldman R, Clarke AE. The global epidemiology of SLE: narrowing the knowledge gaps. Rheumatology (Oxford) 2023; 62:i4-i9. [PMID: 36987602 PMCID: PMC10050933 DOI: 10.1093/rheumatology/keac610] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 10/18/2022] [Indexed: 03/30/2023] Open
Abstract
Abstract
SLE is a global health concern that unevenly affects certain ethnic/racial groups. Individuals of Asian, Black, Hispanic and Indigenous ethnicity/race are amongst those who experience increased prevalence, incidence, morbidity and mortality. Population-based surveillance studies from many regions are few and often still in nascent stages. Many of these areas are challenged by restricted access to diagnostics and therapeutics. Without accurately capturing the worldwide burden and distribution of SLE, appropriately dedicating resources to improve global SLE outcomes may be challenging. This review discusses recent SLE epidemiological studies, highlighting the challenges and emerging opportunities in low- and middle-income countries. We suggest means of closing these gaps to better address the global health need in SLE.
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Affiliation(s)
- Megan R W Barber
- Correspondence to: Megan R.W. Barber, Division of Rheumatology, Cumming School of Medicine, University of Calgary, 1820 Richmond Rd SW, Calgary AB T2T 5C7, Canada. E-mail:
| | - Titilola Falasinnu
- Division of Immunology and Rheumatology, Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Division of Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ann E Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Lima K, Legge A, Hanly JG, Lee J, Song J, Chung A, Ramsey-Goldman R. Association of the Systemic Lupus International Collaborating Clinics Frailty Index and Damage Accrual in Longstanding Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2023; 75:578-584. [PMID: 34590445 PMCID: PMC8964839 DOI: 10.1002/acr.24798] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/30/2021] [Accepted: 09/28/2021] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To externally validate the Systemic Lupus International Collaborating Clinics Frailty Index (SLICC-FI) in a prevalent systemic lupus erythematosus (SLE) cohort and to assess the ability of the SLICC-FI to predict organ damage accrual among individuals with longstanding SLE. METHODS This was a secondary analysis of data from the Study of Lupus Vascular and Bone Long-Term Endpoints (SOLVABLE) cohort, which consists of adult women from the Chicago Lupus Database who met the 1997 revised American College of Rheumatology (ACR) classification criteria for SLE. There were 185 patients with SLE enrolled, of whom 149 patients were included in a 5-year follow-up analysis. The SLICC-FI and SLICC/ACR Damage Index (SDI) scores were calculated at baseline and 5-year follow-up. Unadjusted and adjusted logistic regression models estimated the association of baseline SLICC-FI scores (per 0.05 increase) with damage accrual at 5-year follow-up. RESULTS At enrollment the mean ± SD age of the 149 patients was 43.30 ± 10.15 years, the mean ± SD disease duration was 11.93 ± 8.46 years, and the mean ± SD SDI score was 1.64 ± 1.83. At baseline, the mean ± SD SLICC-FI score was 0.18 ± 0.08, and 36% of participants were categorized as frail (SLICC-FI score >0.21). In a model adjusted for age, race, and disease duration, each 0.05-unit increase in the baseline SLICC-FI score was associated with 28% higher odds of subsequent damage accrual (odds ratio 1.28, 95% confidence interval 1.01-1.63). CONCLUSION In a prevalent cohort of women with established SLE, higher baseline SLICC-FI scores were associated with a higher risk of subsequent damage accrual at 5-year follow-up.
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Affiliation(s)
- Kaitlin Lima
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Alexandra Legge
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jungwha Lee
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jing Song
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Anh Chung
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
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Arneson LC, Taber KA, Williams JN, Ulysse SN, Erickson DL, Chmiel JS, Milaeger H, Freeman E, Canessa P, Song J, Chung AH, Feldman CH, Ramsey-Goldman R. Use of Popular Opinion Leader Models to Disseminate Information About Clinical Trials to Black Individuals With Lupus in Two US Cities. Arthritis Care Res (Hoboken) 2023; 75:44-52. [PMID: 35381123 PMCID: PMC10087388 DOI: 10.1002/acr.24889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 03/11/2022] [Accepted: 03/31/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Clinical trials for systemic lupus erythematosus ("lupus") under enroll Black individuals despite higher disease prevalence, morbidity, and mortality among Black compared to White individuals. To begin to address this disparity, we leveraged community-academic partnerships in 2 US cities (Boston and Chicago) to train popular opinion leaders (POLs) to disseminate information about clinical trials in predominantly Black communities. METHODS The team of community and academic partners collaboratively developed a 5-module curriculum about clinical trials, barriers, facilitators, and structural racism in research. We enrolled POLs in Boston and Chicago to participate virtually in the curriculum and assessed knowledge gained by comparing pre- and post-test scores. We described the POLs' ability to disseminate information about clinical trials through their communities. RESULTS We enrolled 19 POLs in Boston and 16 in Chicago; overall, 71% reported a lupus diagnosis, 94% were female, and 80% self-identified as Black or African American. The program was adapted to virtual formats due to the COVID-19 pandemic. POLs demonstrated significant improvement comparing pre/post scores for the conduct of clinical trials and history of racism in clinical research. Fifteen POLs (43%) reported their dissemination of information about clinical trials. Information reached 425 community members in Boston (90% virtually) and 1,887 in Chicago (95% virtually). CONCLUSION By leveraging community-academic partnerships, we developed and implemented a curriculum to promote familiarity with clinical trials, leading to information dissemination by POLs in predominantly Black communities that are underrepresented in lupus clinical trials. The program successfully transitioned to a virtual model during the COVID-19 pandemic.
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Affiliation(s)
- Laura C Arneson
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Kreager A Taber
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Sciaska N Ulysse
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Daniel L Erickson
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Joan S Chmiel
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Holly Milaeger
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Elmer Freeman
- Center for Community Health Education Research and Service, Boston, Massachusetts
| | | | - Jing Song
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Anh H Chung
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Candace H Feldman
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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20
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Almeida-Brasil CC, Hanly JG, Urowitz M, Clarke AE, Ruiz-Irastorza G, Gordon C, Ramsey-Goldman R, Petri MA, Ginzler EM, Wallace DJ, Bae SC, Romero-Diaz J, Dooley MA, Peschken C, Isenberg D, Rahman A, Manzi S, Jacobsen S, Lim SS, van Vollenhoven R, Nived O, Jönsen A, Kamen DL, Aranow C, Sánchez-Guerrero J, Gladman DD, Fortin PR, Alarcon GS, Merrill JT, Kalunian K, Ramos-Casals M, Steinsson K, Zoma A, Askanase AD, Khamashta M, Bruce IN, Inanc M, Lukusa L, Bernatsky S. Retinal toxicity in a multinational inception cohort of patients with systemic lupus on hydroxychloroquine. Lupus Sci Med 2022; 9:9/1/e000789. [PMID: 36396267 PMCID: PMC9677013 DOI: 10.1136/lupus-2022-000789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/17/2022] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To evaluate hydroxychloroquine (HCQ)-related retinal toxicity in the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort. METHODS Data were collected at annual study visits between 1999 and 2019. We followed patients with incident SLE from first visit on HCQ (time zero) up to time of retinal toxicity (outcome), death, loss-to-follow-up or end of study. Potential retinal toxicity was identified from SLICC Damage Index scores; cases were confirmed with chart review. Using cumulative HCQ duration as the time axis, we constructed univariate Cox regression models to assess if covariates (ie, HCQ daily dose/kg, sex, race/ethnicity, age at SLE onset, education, body mass index, renal damage, chloroquine use) were associated with HCQ-related retinal toxicity. RESULTS We studied 1460 patients (89% female, 52% white). Retinal toxicity was confirmed in 11 patients (incidence 1.0 per 1000 person-years, 0.8% overall). Average cumulative time on HCQ in those with retinal toxicity was 7.4 (SD 3.2) years; the first case was detected 4 years after HCQ initiation. Risk of retinal toxicity was numerically higher in older patients at SLE diagnosis (univariate HR 1.05, 95% CI 1.01 to 1.09). CONCLUSIONS This is the first assessment of HCQ and retinal disease in incident SLE. We did not see any cases of retinopathy within the first 4 years of HCQ. Cumulative HCQ may be associated with increased risk. Ophthalmology monitoring (and formal assessment of cases of potential toxicity, by a retinal specialist) remains important, especially in patients on HCQ for 10+ years, those needing higher doses and those of older age at SLE diagnosis.
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Affiliation(s)
- Celline C Almeida-Brasil
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - John G Hanly
- Rheumatology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murray Urowitz
- Schroeder Arthritis Institute, Krembil Research Institute, Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
| | - Caroline Gordon
- Rheumatology Research Group, University of Birmingham, Birmingham, UK
| | | | - Michelle A Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Medicine/Rheumatology, SUNY Downstate Medical Center, New York, New York, USA
| | - Daniel J Wallace
- Cedars-Sinai/David Geffen School of Medicine at UCLA, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sang-Cheol Bae
- Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang University Institute of Bioscience and Biotechnology, Seoul, Korea
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Mary-Anne Dooley
- Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - David Isenberg
- Medicine (Rheumatology), University College London, London, UK
| | - Anisur Rahman
- Medicine (Rheumatology), University College London, London, UK
| | - Susan Manzi
- Allegheny Singer Research Institute, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Søren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Copenhagen University Hospital Center for Rheumatology and Spine Diseases, Copenhagen, Denmark
| | - S Sam Lim
- School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Ronald van Vollenhoven
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Amsterdam, The Netherlands
| | - Ola Nived
- Department of Clinical Science, Rheumatology, Lund University Faculty of Medicine, Lund, Sweden
| | - Andreas Jönsen
- Department of Clinical Science, Rheumatology, Lund University Faculty of Medicine, Lund, Sweden
| | - Diane L Kamen
- Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Cynthia Aranow
- Autoimmune and Musculoskeletal Disease, Feinstein Institute for Medical Research Fertility Research Laboratory, Manhasset, New York, USA
| | - Jorge Sánchez-Guerrero
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Dafna D Gladman
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Paul R Fortin
- Medicine-Rheumatology, Universite Laval, Quebec, Quebec, Canada
| | - Graciela S Alarcon
- Medicine, Division of Clinical Immunology and Rheumatology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Joan T Merrill
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kenneth Kalunian
- Division of Rheumatology, Allergy and Immunology, University of California San Diego, La Jolla, California, USA
| | - Manuel Ramos-Casals
- Department of Autoimmune Diseases, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
| | - Kristjan Steinsson
- Rheumatology, Department of Obstetrics and Gynecology, Landspitali University Hospital, Reyjavik, Iceland
| | - A Zoma
- Lanarkshire Centre for Rheumatology, Hairmyres Hospital, East Kilbride, UK
| | - Anca D Askanase
- Rheumatology, Columbia University Medical Center, New York, New York, USA
| | | | - Ian N Bruce
- Arc Epidemiology Unit, The University of Manchester, Manchester, UK
| | - Murat Inanc
- Internal Medicine Rheumatology, Istanbul University, Fatih, Istanbul, Turkey
| | - Luck Lukusa
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - Sasha Bernatsky
- Centre for Outcomes Research and Evaluation (CORE), Research Institute of the McGill University Health Centre, Montreal, Québec, Canada .,Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
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21
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Ugarte-Gil MF, Hanly J, Urowitz M, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Clarke AE, Wallace DJ, Isenberg DA, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim S, Inanc M, Kalunian K, Jacobsen S, Peschken C, Kamen DL, Askanase A, Pons-Estel BA, Alarcón GS. Remission and low disease activity (LDA) prevent damage accrual in patients with systemic lupus erythematosus: results from the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort. Ann Rheum Dis 2022; 81:1541-1548. [PMID: 35944946 PMCID: PMC10353886 DOI: 10.1136/ard-2022-222487] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 07/13/2022] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To determine the independent impact of different definitions of remission and low disease activity (LDA) on damage accrual. METHODS Patients with ≥2 annual assessments from a longitudinal multinational inception lupus cohort were studied. Five mutually exclusive disease activity states were defined: remission off-treatment: clinical Systemic Lupus Erythematosus Disease Activity Index (cSLEDAI)-2K=0, without prednisone or immunosuppressants; remission on-treatment: cSLEDAI-2K score=0, prednisone ≤5 mg/day and/or maintenance immunosuppressants; low disease activity Toronto cohort (LDA-TC): cSLEDAI-2K score of ≤2, without prednisone or immunosuppressants; modified lupus low disease activity (mLLDAS): Systemic Lupus Erythematosus Disease Activity Index-2K score of 4 with no activity in major organ/systems, no new disease activity, prednisone ≤7.5 mg/day and/or maintenance immunosuppressants; active: all remaining visits. Only the most stringent definition was used per visit. Antimalarials were allowed in all. The proportion of time that patients were in a specific state at each visit since cohort entry was determined. Damage accrual was ascertained with the Systemic Lupus International Collaborating Clinics/American College of Rheumatology Damage Index (SDI). Univariable and multivariable generalised estimated equation negative binomial regression models were used. Time-dependent covariates were determined at the same annual visit as the disease activity state but the SDI at the subsequent visit. RESULTS There were 1652 patients, 1464 (88.6%) female, mean age at diagnosis 34.2 (SD 13.4) years and mean follow-up time of 7.7 (SD 4.8) years. Being in remission off-treatment, remission on-treatment, LDA-TC and mLLDAS (per 25% increase) were each associated with a lower probability of damage accrual (remission off-treatment: incidence rate ratio (IRR)=0.75, 95% CI 0.70 to 0.81; remission on-treatment: IRR=0.68, 95% CI 0.62 to 0.75; LDA: IRR=0.79, 95% CI 0.68 to 0.92; and mLLDAS: IRR=0.76, 95% CI 0.65 to 0.89)). CONCLUSIONS Remission on-treatment and off-treatment, LDA-TC and mLLDAS were associated with less damage accrual, even adjusting for possible confounders and effect modifiers.
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Affiliation(s)
- Manuel Francisco Ugarte-Gil
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistemicas, Universidad Cientifica del Sur, Lima, Peru
- Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - John Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murray Urowitz
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases, Seoul, South Korea
- Hanyang University Institute for Rheumatology Research and Hanyang University Institute of Bioscience and Biotechnology, Seoul, South Korea
| | - Juanita Romero-Diaz
- Inmunología y Reumatología, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Jorge Sanchez-Guerrero
- Inmunología y Reumatología, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
- Sinai Health System and University Health Network, Division of Rheumatology, University of Toronto, Toronto, Ontario, Canada
| | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, McGill University, Montreal, Québec, Canada
| | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Daniel J Wallace
- Cedars Sinai/David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | | | | | - Joan T Merrill
- Department of Clinical Pathology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Paul R Fortin
- Centre ARThrite, Rheumatology, CHU de Québec - Université Laval, Quebec, Quebec, Canada
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Ian N Bruce
- Faculty of Biology Medicine and Health, Manchester Academic Health Sciences Center, University of Manchester, Manchester, UK
| | - Michelle Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Department of Medicine, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Mary Anne Dooley
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Division of Rheumatology, Northwestern University and Feinberg School of Medicine, Chicago, Illinois, USA
| | - Susan Manzi
- Lupus Center of Excellence, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Andreas Jönsen
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Lund, Sweden
| | | | - Cynthia Aranow
- Northwell Health Manhasset, The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Meggan Mackay
- Northwell Health Manhasset, The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit. BioCruces Bizkaia Health Research Institute, University of the Basque Country, Balakaldo, Spain
| | - Sam Lim
- School of Medicine, Division of Rheumatology, Emory University, Atlanta, Georgia, USA
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul Medical Faculty, Istanbul University, Capa, Istanbul, Turkey
| | - Ken Kalunian
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Søren Jacobsen
- Copenhagen Research Center for Autoimmune Connective Tissue Diseases, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | - Christine Peschken
- Departments of Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Diane L Kamen
- Division of Rheumatology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askanase
- Columbia University Irving Medical Center, New York, New York, USA
| | - Bernardo A Pons-Estel
- Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Rosario, Argentina
| | - Graciela S Alarcón
- Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Facultad de Medicina, Universidad Peruana Cayetano Heredia, Lima, Peru
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22
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Cardwell FS, Elliott SJ, Chin R, St Pierre Y, Choi MY, Urowitz MB, Ruiz-Irastorza G, Bernatsky S, Wallace DJ, Petri MA, Manzi S, Bae SC, Shin JM, Mak A, Cho J, Peschken CA, Ramsey-Goldman R, Fortin PR, Hanly JG, Pons-Estel BA, Nieto R, Askanase AD, Romero-Diaz J, Mosca M, Bruce IN, Rowbottom L, Mielczarek L, Tse K, Marion A, Cáhiz-González JC, Cattoni TG, Cornet A, Clarke AE. Health information use by patients with systemic lupus erythematosus (SLE) pre and during the COVID-19 pandemic. Lupus Sci Med 2022; 9:9/1/e000755. [PMID: 36283746 PMCID: PMC9606736 DOI: 10.1136/lupus-2022-000755] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/12/2022] [Indexed: 05/13/2023]
Abstract
OBJECTIVE We conducted an international survey of patients with SLE to assess their access, preference and trust in various health information sources pre-COVID-19 and during the COVID-19 pandemic. METHODS Patients with SLE were recruited from 18 observational cohorts, and patients self-reporting SLE were recruited through five advocacy organisations. Respondents completed an online survey from June 2020 to December 2021 regarding the sources of health information they accessed in the 12 months preceding (pre-11 March 2020) and during (post-11 March 2020) the pandemic. Multivariable logistic regressions assessed factors associated with accessing news and social media post-11 March 2020, and self-reporting negative impacts from health information accessed through these sources. RESULTS Surveys were completed by 2111 respondents; 92.8% were female, 76.6% had postsecondary education, mean (SD) age was 48.8 (14.0) years. Lupus specialists and family physicians were the most preferred sources pre-11 March 2020 and post-11 March 2020, yet were accessed less frequently (specialists: 78.5% pre vs 70.2% post, difference -8.3%, 95% CI -10.2% to -6.5%; family physicians: 57.1% pre vs 50.0% post, difference -7.1%, 95% CI -9.2% to -5.0%), while news (53.2% pre vs 62.1% post, difference 8.9%, 95% CI 6.7% to 11.0%) and social media (38.2% pre vs 40.6% post, difference 2.4%, 95% CI 0.7% to 4.2%) were accessed more frequently post-11 March 2020 vs pre-11 March 2020. 17.2% of respondents reported negative impacts from information accessed through news/social media. Those outside Canada, older respondents or with postsecondary education were more likely to access news media. Those in Asia, Latin America or younger respondents were more likely to access social media. Those in Asia, older respondents, males or with postsecondary education in Canada, Asia or the USA were less likely to be negatively impacted. CONCLUSIONS Physicians, the most preferred and trusted sources, were accessed less frequently, while news and social media, less trusted sources, were accessed more frequently post-11 March 2020 vs pre-11 March 2020. Increasing accessibility to physicians, in person and virtually, may help reduce the consequences of accessing misinformation/disinformation.
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Affiliation(s)
- Francesca S Cardwell
- Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
| | - Susan J Elliott
- Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
| | - Ricky Chin
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Yvan St Pierre
- Division of Clinical Epidemiology, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - May Y Choi
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Murray B Urowitz
- Schroeder Arthritis Institute, Kremblin Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, BioCruces Bizkaia Health Research Institute, University of the Basque Country, Barakaldo, Bizkaia, Spain
| | - Sasha Bernatsky
- Department of Medicine and Centre for Outcomes Research & Evaluation, McGill University, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Rheumatology, Cedars-Sinai Medical Center, West Hollywood, California, USA
| | - Michelle A Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Susan Manzi
- Lupus Center of Excellence, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Seoul Hospital, Seoul, The Republic of Korea
| | - Jung-Min Shin
- Department of Rheumatology, Hanyang University, Seongdong-gu, Seoul, The Republic of Korea
| | - Anselm Mak
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore
| | - Jiacai Cho
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, Department of Medicine, National University Hospital of Singapore, Singapore
| | - Christine A Peschken
- Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Paul R Fortin
- Medicine-Rheumatology, Centre Hospitalier de l'Université Laval, Quebec City, Quebec, Canada
| | - John G Hanly
- Division of Rheumatology, Department of Medicine, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Bernardo A Pons-Estel
- Rheumatology, Centro Regional de Enfermedades Autoinmunes y Reumáticas (CREAR), Rosario, Argentina
| | - Romina Nieto
- Department of Rheumatology, Centro Regional de Enfermedades Autoinmunes y Reumáticas (CREAR), Rosario, Argentina
| | | | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Marta Mosca
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Ian N Bruce
- Arthritis Research UK Centre for Epidemiology, The University of Manchester, Manchester, UK
| | - Leigha Rowbottom
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Karin Tse
- Lupus Foundation of America Inc, Washington, District of Columbia, USA
| | - Ashley Marion
- Lupus Foundation of America Inc, Washington, District of Columbia, USA
| | | | | | | | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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23
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Bermas BL, Blanco I, Blazer AD, Clowse ME, Edens C, Ramsey-Goldman R, Birru Talabi M. Overturning Roe v. Wade: Toppling the Practice of Rheumatology. Arthritis Rheumatol 2022; 74:1865-1867. [PMID: 36128693 DOI: 10.1002/art.42336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/11/2022] [Accepted: 08/19/2022] [Indexed: 11/10/2022]
Affiliation(s)
| | | | - Ashira D Blazer
- Weill Cornell Medicine, Hospital for Special Surgery, New York, NY
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24
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Choi MY, Clarke AE, Urowitz M, Hanly J, St-Pierre Y, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Wallace DJ, Isenberg D, Rahman A, Merrill JT, Fortin PR, Gladman DD, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jönsen A, Alarcón GS, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim S, Inanc M, Kalunian K, Jacobsen S, Peschken C, Kamen DL, Askanase A, Buyon JP, Costenbader KH, Fritzler MJ. Longitudinal analysis of ANA in the Systemic Lupus International Collaborating Clinics (SLICC) Inception Cohort. Ann Rheum Dis 2022; 81:1143-1150. [PMID: 35338033 PMCID: PMC10066935 DOI: 10.1136/annrheumdis-2022-222168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/12/2022] [Indexed: 12/21/2022]
Abstract
OBJECTIVES A perception derived from cross-sectional studies of small systemic lupus erythematosus (SLE) cohorts is that there is a marked discrepancy between antinuclear antibody (ANA) assays, which impacts on clinicians' approach to diagnosis and follow-up. We compared three ANA assays in a longitudinal analysis of a large international incident SLE cohort retested regularly and followed for 5 years. METHODS Demographic, clinical and serological data was from 805 SLE patients at enrolment, year 3 and 5. Two HEp-2 indirect immunofluorescence assays (IFA1, IFA2), an ANA ELISA, and SLE-related autoantibodies were performed in one laboratory. Frequencies of positivity, titres or absorbance units (AU), and IFA patterns were compared using McNemar, Wilcoxon and kappa statistics, respectively. RESULTS At enrolment, ANA positivity (≥1:80) was 96.1% by IFA1 (median titre 1:1280 (IQR 1:640-1:5120)), 98.3% by IFA2 (1:2560 (IQR 1:640-1:5120)) and 96.6% by ELISA (176.3 AU (IQR 106.4 AU-203.5 AU)). At least one ANA assay was positive for 99.6% of patients at enrolment. At year 5, ANA positivity by IFAs (IFA1 95.2%; IFA2 98.9%) remained high, while there was a decrease in ELISA positivity (91.3%, p<0.001). Overall, there was >91% agreement in ANA positivity at all time points and ≥71% agreement in IFA patterns between IFA1 and IFA2. CONCLUSION In recent-onset SLE, three ANA assays demonstrated commutability with a high proportion of positivity and titres or AU. However, over 5 years follow-up, there was modest variation in ANA assay performance. In clinical situations where the SLE diagnosis is being considered, a negative test by either the ELISA or HEp-2 IFA may require reflex testing.
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Affiliation(s)
- May Yee Choi
- Medicine, Division of Rheumatology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Ann Elaine Clarke
- Medicine, Division of Rheumatology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Murray Urowitz
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - John Hanly
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Yvan St-Pierre
- Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea (the Republic of)
| | | | - Jorge Sanchez-Guerrero
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Sasha Bernatsky
- Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Daniel J Wallace
- Cedars-Sinai/David Geffen School of Medicine at the University of California, Los Angeles, California, USA
| | | | | | - Joan T Merrill
- Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Paul R Fortin
- CHU de Québec, Universite Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Ian N Bruce
- Arthritis Research UK Epidemiology Unit, Institute of Inflammation and Repair, Manchester Academic Health Sciences Centre, the University of Manchester, and NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospitals National Health Service Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Michelle Petri
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- State University of New York Downstate Medical Center, Brooklyn, New York, USA
| | - Mary Anne Dooley
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Susan Manzi
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | | | | | | | - Cynthia Aranow
- Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Meggan Mackay
- Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Guillermo Ruiz-Irastorza
- BioCruces Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, Barakaldo, Spain
| | - Sam Lim
- Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Ken Kalunian
- University of California Los Angeles School of Medicine, La Jolla, California, USA
| | - Søren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askanase
- Hospital for Joint Diseases, New York University Seligman Center for Advanced Therapeutics, New York, New York, USA
| | - Jill P Buyon
- New York University School of Medicine, New York, New York, USA
| | - Karen H Costenbader
- Department of Medicine, Div of Rheuamtology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Marvin J Fritzler
- Medicine, Division of Rheumatology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
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25
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Ko D, Forrest N, Mai Q, Pawlowski A, Balsley K, Chung A, Ramsey-Goldman R, Walunas TL. Electronic health record data use in the assessment of quality indicators for glucocorticoid osteoporosis screening in systemic lupus erythematosus. Lupus 2022; 31:1516-1522. [PMID: 35861184 PMCID: PMC9588551 DOI: 10.1177/09612033221116726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To determine whether electronic health record (EHR) data components could be identified and used to assess bone health quality indicators in patients with systemic lupus erythematosus as a foundation for population health management. METHODS We identified patients in our EHR system who had diagnosis codes for lupus from 2012 to 2017 and characterized them based on the frequency and dosage of prescribed glucocorticoid medications. The medical records of patients who received repeated high-dose glucocorticoid orders were further reviewed for osteoporosis, osteoporotic fractures, receipt of appropriate preventive screening, and orders for protective medications based on established quality indicators. Descriptive statistics were calculated to summarize results. RESULTS We identified 617 patients with a lupus diagnosis; 414 received glucocorticoid prescriptions, 189 received chronic, high-dose; and 83 received chronic, low-dose prescription orders. Of those with chronic high-dose glucocorticoid prescriptions, 14% had an osteoporosis diagnosis, 3% had an osteoporotic fracture, 51% received a prescription for calcium/vitamin D, 43% had bone mineral density screening orders, 20% received a spine radiograph order, 29% had a documented T-score, 12% received a prescription for osteoporosis medication, and 6% had a documented osteoporosis screening. We were able to identify data elements in the EHR for all nine components of the osteoporosis management quality indicator. CONCLUSIONS It is possible to identify data in the EHR for all attributes of the quality indicator for osteoporosis in lupus patients who receive chronic high-dose glucocorticoids. However, missing data and need to extract data from text-based notes may make development of population management tools challenging.
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Affiliation(s)
- Danette Ko
- Division of Rheumatology, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Noah Forrest
- Center for Health Information Partnerships, Institute for Public Health and Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Quan Mai
- Division of Rheumatology, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Anna Pawlowski
- Division of Rheumatology, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kate Balsley
- Center for Health Information Partnerships, Institute for Public Health and Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Anh Chung
- Division of Rheumatology, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Theresa L Walunas
- Center for Health Information Partnerships, Institute for Public Health and Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of General Internal Medicine, Department of Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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26
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Almeida-Brasil CC, Hanly JG, Urowitz M, Clarke AE, Ruiz-Irastorza G, Gordon C, Ramsey-Goldman R, Petri M, Ginzler EM, Wallace DJ, Bae SC, Romero-Diaz J, Dooley MA, Peschken C, Isenberg D, Rahman A, Manzi S, Jacobsen S, Lim S, van Vollenhoven RF, Nived O, Jönsen A, Kamen DL, Aranow C, Sanchez-Guerrero J, Gladman DD, Fortin PR, Alarcón GS, Merrill JT, Kalunian K, Ramos-Casals M, Steinsson K, Zoma A, Askanase A, Khamashta MA, Bruce IN, Inanc M, Abrahamowicz M, Bernatsky S. Flares after hydroxychloroquine reduction or discontinuation: results from the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort. Ann Rheum Dis 2022; 81:370-378. [PMID: 34911705 PMCID: PMC8862090 DOI: 10.1136/annrheumdis-2021-221295] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 11/10/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To evaluate systemic lupus erythematosus (SLE) flares following hydroxychloroquine (HCQ) reduction or discontinuation versus HCQ maintenance. METHODS We analysed prospective data from the Systemic Lupus International Collaborating Clinics (SLICC) cohort, enrolled from 33 sites within 15 months of SLE diagnosis and followed annually (1999-2019). We evaluated person-time contributed while on the initial HCQ dose ('maintenance'), comparing this with person-time contributed after a first dose reduction, and after a first HCQ discontinuation. We estimated time to first flare, defined as either subsequent need for therapy augmentation, increase of ≥4 points in the SLE Disease Activity Index-2000, or hospitalisation for SLE. We estimated adjusted HRs (aHRs) with 95% CIs associated with reducing/discontinuing HCQ (vs maintenance). We also conducted separate multivariable hazard regressions in each HCQ subcohort to identify factors associated with flare. RESULTS We studied 1460 (90% female) patients initiating HCQ. aHRs for first SLE flare were 1.20 (95% CI 1.04 to 1.38) and 1.56 (95% CI 1.31 to 1.86) for the HCQ reduction and discontinuation groups, respectively, versus HCQ maintenance. Patients with low educational level were at particular risk of flaring after HCQ discontinuation (aHR 1.43, 95% CI 1.09 to 1.87). Prednisone use at time-zero was associated with over 1.5-fold increase in flare risk in all HCQ subcohorts. CONCLUSIONS SLE flare risk was higher after HCQ taper/discontinuation versus HCQ maintenance. Decisions to maintain, reduce or stop HCQ may affect specific subgroups differently, including those on prednisone and/or with low education. Further study of special groups (eg, seniors) may be helpful.
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Affiliation(s)
- Celline C Almeida-Brasil
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre, Halifax, Nova Scotia, Canada
| | - Murray Urowitz
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Ann Elaine Clarke
- Divisions of Clinical Immunology/Allergy and Clinical Epidemiology, University of Calgary, Calgary, Alberta, Canada
| | | | - Caroline Gordon
- Rheumatology Research Group, University of Birmingham, Birmingham, UK
| | | | - Michelle Petri
- Rheumatology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Ellen M Ginzler
- Medicine/Rheumatology, SUNY Downstate Medical Center, New York City, New York, USA
| | - D J Wallace
- Cedars-Sinai/David Geffen School of Medicine at UCLA, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sang-Cheol Bae
- Rheumatology, Hanyang University, Seongdong-gu, Seoul, The Republic of Korea
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran, Ciudad de Mexico, Mexico
| | - Mary Anne Dooley
- Medicine, Unversity of North Carolina, Chapel Hill, North Carolina, USA
| | - Christine Peschken
- Division of Rheumatology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - David Isenberg
- Division of Medicine, University College London, London, UK
| | | | - Susan Manzi
- Allegheny Singer Research Institute, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Søren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen, Denmark
| | - Sam Lim
- School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Ronald F van Vollenhoven
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Amsterdam, The Netherlands
| | - Ola Nived
- Rheumatology, Lund University, Lund, Sweden
| | - Andreas Jönsen
- Faculty of Medicine, Department of Clinical Sciences Lund, Section of Rheumatology, Lund University, Lund, Sweden
| | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Cynthia Aranow
- Northwell Health Feinstein Institutes for Medical Research Institute of Health Innovations and Outcomes Research, Manhasset, New York, USA
| | - Jorge Sanchez-Guerrero
- Center for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, Ontario, Canada
| | | | - Paul R Fortin
- Medicine-Rheumatology, Université Laval, Quebec, Quebec, Canada
| | - Graciela S Alarcón
- Department of Medicine, Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham Center for Health Promotion, Birmingham, Alabama, USA
| | - Joan T Merrill
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kenneth Kalunian
- Division of Rheumatology, Allergy and Immunology, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Manuel Ramos-Casals
- Department of Autoimmune Diseases, Universitat de Barcelona, Barcelona, Catalunya, Spain
| | - Kristján Steinsson
- Rheumatology, Department of Obstetrics and Gynecology, Landspitali University Hospital, Reyjavik, Iceland
| | - Asad Zoma
- Lanarkshire Centre for Rheumatology, Hairmyres Hospital, East Kilbride, South Lanarkshire, UK
| | - Anca Askanase
- Rheumatology, Columbia University Medical Center, New York, New York, USA
| | | | - Ian N Bruce
- Arc Epidemiology Unit, The University of Manchester, Manchester, UK
| | - Murat Inanc
- Department of Internal Medicine, Division of Rheumatology, Istanbul University, Fatih, Istanbul, Turkey
| | - Michal Abrahamowicz
- Department of Epidemiology Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Sasha Bernatsky
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
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Kinnett-Hopkins D, Ehrlich-Jones L, Chmiel JS, Chung A, Erickson D, Semanik P, Spring B, Rothrock NE, Ramsey-Goldman R. Motivational interviewing intervention for increasing physical activity and improving dietary behaviors: The lupus intervention fatigue trial protocol. Contemp Clin Trials 2022; 114:106690. [DOI: 10.1016/j.cct.2022.106690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/14/2022] [Accepted: 01/21/2022] [Indexed: 11/17/2022]
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Johnson SR, Gladman DD, Brunner HI, Isenberg D, Clarke AE, Barber MRW, Arnaud L, Fortin PR, Mosca M, Voskuyl A, Manzi S, Aranow C, Askanase A, Alarcón GS, Bae SC, Costedoat-Chalumeau N, English J, Pons-Estel GJ, Pons-Estel BA, Gilman R, Ginzler E, Hanly JG, Jacobsen S, Kalunian K, Kamen DL, Lambalgen C, Legge A, Lim SS, Mak A, Morand EF, Peschken C, Petri M, Rahman A, Ramsey-Goldman R, Reynolds JA, Romero-Diaz J, Ruiz-Irastorza G, Sanchez-Guerrero J, Svenungsson E, Touma Z, Urowitz M, Vinet E, van Vollenhoven RF, Waldhauser H, Wallace D, Zoma A, Bruce IN. Evaluating the construct of damage in systemic lupus erythematosus. Arthritis Care Res (Hoboken) 2021; 75:998-1006. [PMID: 34962100 DOI: 10.1002/acr.24849] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 11/22/2021] [Accepted: 12/31/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The Systemic Lupus International Collaborating Clinics, American College of Rheumatology and Lupus Foundation of America are developing a revised SLE Damage Index (SDI). Shifts in the concept of damage in SLE have occurred with new insights into disease manifestations, diagnostics, and therapy. We evaluated contemporary constructs in SLE damage to inform development of the revised SDI. METHODS We conducted a 3-part qualitative study of international SLE experts. Facilitated small groups evaluated the construct underlying the concept of damage in SLE. A consensus meeting using nominal group technique was conducted to achieve agreement on aspects of the conceptual framework and scope of the revised damage index. The framework was finally reviewed and agreed upon by the entire group. RESULTS Fifty participants from 13 countries were included. Eight thematic clusters underlying the construct of SLE damage were purpose, items, weighting, reversibility, impact, timeframe, attribution, and perspective. The revised SDI will be a discriminative index to measure morbidity in SLE, independent of activity or impact on the patient, and should be related to mortality. The SDI is primarily intended for research purposes and should take a life course approach. Damage can occur before a diagnosis of SLE but should be attributable to SLE. Damage to an organ is irreversible but the functional consequences on that organ may improve over time through physiological adaptation or treatment. CONCLUSION We identified shifts in the paradigm of SLE damage and developed a unifying conceptual framework. These data form the groundwork for the next phases of SDI development.
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Affiliation(s)
- Sindhu R Johnson
- Division of Rheumatology, Department of Medicine, Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western and Mount Sinai Hospitals; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Dafna D Gladman
- Division of Rheumatology, Department of Medicine, Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Hermine I Brunner
- Division of Rheumatology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Department of Pediatrics;Cincinnati, Ohio, USA
| | - David Isenberg
- University College London Centre for Rheumatology, Division of Medicine, London, London, UK
| | - Ann E Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Megan R W Barber
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Laurent Arnaud
- Service de rhumatologie, Centre National de Reference des Maladies Autoimmunes et Systemique Rares (CRMR RESO), INSERM UMR-S 1109, Université de Strasbourg, Strasbourg, France
| | - Paul R Fortin
- Centre de Recherche du Centre Hospitalier Universitaire de Québec, Faculté de Médecine de l'Université Laval and Centre ARThrite, Quebec City, Quebec, Canada
| | - Marta Mosca
- Rheumatology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Alexandre Voskuyl
- Department of Rheumatology and Clinical immunology, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Susan Manzi
- Allegheny Health Network, Lupus Center of Excellence, Pittsburgh, PA, USA
| | - Cynthia Aranow
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Anca Askanase
- Columbia University Irving Medical Center, New York, NY, USA
| | - Graciela S Alarcón
- The University of Alabama at Birmingham School of Medicine, Department of Medicine, Division of Clinical Immunology and Rheumatology, Birmingham, AL, USA
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases and Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
| | - Nathalie Costedoat-Chalumeau
- Cochin Hospital, Internal Medicine Department, Centre de référence maladies auto-immunes et systémiques rares d'île de France, Paris, France; Université Paris Descartes-Sorbonne Paris Cité, Paris, France ; INSERM U 1153, Center for Epidemiology and Statistics Sorbonne Paris Cité (CRESS),, Paris, France
| | - Jessica English
- Department of Medicine, Medical University of South Carolina, Charleston, USA
| | - Guillermo J Pons-Estel
- Grupo Oroño. Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Sanatorio Parque, Rosario, Argentina
| | - Bernardo A Pons-Estel
- Grupo Oroño. Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Sanatorio Parque, Rosario, Argentina
| | - Rebecca Gilman
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Ellen Ginzler
- SUNY Downstate Health Sciences University, Department of Medicine, Brooklyn, NY, USA
| | - John G Hanly
- Division of Rheumatology, Queen Elizabeth II Health Sciences Center (Nova Scotia Rehabilitation Site) and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Soren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kenneth Kalunian
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Diane L Kamen
- Division of Rheumatology and Immunology, Medical University of South Carolina, Charleston, USA
| | - Chynace Lambalgen
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Alexandra Legge
- Division of Rheumatology, Department of Medicine, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia, Canada
| | - S Sam Lim
- Department of Medicine, Division of Rheumatology, Emory University School of Medicine
| | - Anselm Mak
- Division of Rheumatology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Eric F Morand
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Christine Peschken
- Christine A. Peschken, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba
| | - Michelle Petri
- Johns Hopkins University School of Medicine, Division of Rheumatology, Baltimore, MD, USA
| | - Anisur Rahman
- Centre for Rheumatology, Division of Medicine, University College London, London, UK
| | | | - John A Reynolds
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; Sandwell and West Birmingham NHS Trust, Birmingham, UK
| | - Juanita Romero-Diaz
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Department of Immunology and Rheumatology, Mexico City, Mexico
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, UPV/EHU, Barakaldo, País Vasco, Spain
| | - Jorge Sanchez-Guerrero
- Division of Rheumatology, Department of Medicine Mount Sinai Hospital/University Health Network, University of Toronto, Toronto, Ontario, Canada; and Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Elisabet Svenungsson
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Zahi Touma
- Division of Rheumatology, Department of Medicine, Toronto Western and Mount Sinai Hospitals; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Murray Urowitz
- Division of Rheumatology, Department of Medicine, Toronto Western Mount Hospital; Senior Scientist Schroeder Arthritis Institute, Krembil Research Institute. Toronto, Ontario, Canada
| | - Evelyne Vinet
- McGill University Faculty of Medicine, Division of Rheumatology, Montreal, QC, Canada
| | | | - Heather Waldhauser
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Daniel Wallace
- Cedars-Sinai Medical Center/David Geffen School of Medicine Center at UCLA, Los Angeles, California, USA
| | - Asad Zoma
- University Hospital Hairmyres, Lanarkshire, Scotland, UK
| | - Ian N Bruce
- Manchester University Hospitals NHS Foundation Trust, NIHR Manchester Musculoskeletal Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, Greater Manchester, UK; Centre for Epidemiology Versus Arthritis, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, Manchester, UK
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Lertratanakul A, Sun J, Wu PW, Lee J, Dyer A, Pearce W, McPherson D, Sutton-Tyrrell K, Thompson T, Barinas-Mitchell E, Ramsey-Goldman R. Risk factors for changes in carotid intima media thickness and plaque over 5 years in women with systemic lupus erythematosus. Lupus Sci Med 2021; 8:8/1/e000548. [PMID: 34876504 PMCID: PMC8655565 DOI: 10.1136/lupus-2021-000548] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 11/10/2021] [Indexed: 11/19/2022]
Abstract
Objective To investigate the occurrence of and risk factors for progression of carotid intima media thickness (IMT) and plaque in women with and without SLE. Methods A cohort of 149 women with SLE and 126 controls participated in SOLVABLE (Study of Lupus Vascular and Bone Long-term Endpoints). Demographics, cardiovascular and SLE factors, and laboratory assessments were collected at baseline. Carotid IMT and plaque were measured using B-mode ultrasound at baseline and at 5-year follow-up. Regression models were used to identify predictors of progression in carotid IMT and plaque; multivariate models were adjusted for age, hypertension and total cholesterol to high-density lipoprotein ratio. Results The mean±SD follow-up time was 5.35±0.60 years in cases and 5.62±0.66 years in controls. The mean IMT change per year was 0.008±0.015 mm in cases and 0.005±0.019 mm in controls (p=0.24). At follow-up, 31.5% of cases and 15% of controls had plaque progression, with a relative risk for plaque progression of 2.09 (95% CI 1.30 to 3.37). In SLE cases, higher fasting glucose and lower fibrinogen were associated with IMT progression after adjustment. Larger waist circumference and non-use of hydroxychloroquine were associated with plaque progression after adjustment. Conclusion Potential modifiable risk factors for carotid IMT and plaque progression in women with SLE were identified, suggesting that monitoring of glucose and waist circumference and use of hydroxychloroquine may be beneficial.
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Affiliation(s)
- Apinya Lertratanakul
- Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Julia Sun
- Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Peggy W Wu
- Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jungwha Lee
- Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alan Dyer
- Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - William Pearce
- Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - David McPherson
- Cardiology, University of Texas McGovern Medical School, Houston, Texas, USA
| | | | - Trina Thompson
- Ultrasound Research Laboratory, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Emma Barinas-Mitchell
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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30
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Ugarte-Gil MF, Mak A, Leong J, Dharmadhikari B, Kow NY, Reátegui-Sokolova C, Elera-Fitzcarrald C, Aranow C, Arnaud L, Askanase AD, Bae SC, Bernatsky S, Bruce IN, Buyon J, Costedoat-Chalumeau N, Dooley MA, Fortin PR, Ginzler EM, Gladman DD, Hanly J, Inanc M, Isenberg D, Jacobsen S, James JA, Jönsen A, Kalunian K, Kamen DL, Lim SS, Morand E, Mosca M, Peschken C, Pons-Estel BA, Rahman A, Ramsey-Goldman R, Reynolds J, Romero-Diaz J, Ruiz-Irastorza G, Sánchez-Guerrero J, Svenungsson E, Urowitz M, Vinet E, van Vollenhoven RF, Voskuyl A, Wallace DJ, Petri MA, Manzi S, Clarke AE, Cheung M, Farewell V, Alarcon GS. Impact of glucocorticoids on the incidence of lupus-related major organ damage: a systematic literature review and meta-regression analysis of longitudinal observational studies. Lupus Sci Med 2021; 8:e000590. [PMID: 34930819 PMCID: PMC8689160 DOI: 10.1136/lupus-2021-000590] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 11/24/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE In systemic lupus erythematosus (SLE), disease activity and glucocorticoid (GC) exposure are known to contribute to irreversible organ damage. We aimed to examine the association between GC exposure and organ damage occurrence. METHODS We conducted a literature search (PubMed (Medline), Embase and Cochrane January 1966-October 2021). We identified original longitudinal observational studies reporting GC exposure as the proportion of users and/or GC use with dose information as well as the occurrence of new major organ damage as defined in the Systemic Lupus International Collaborating Clinics/American College of Rheumatology Damage Index. Meta-regression analyses were performed. Reviews, case-reports and studies with <5 years of follow-up, <50 patients, different outcomes and special populations were excluded. RESULTS We selected 49 articles including 16 224 patients, 14 755 (90.9%) female with a mean age and disease duration of 35.1 years and of 37.1 months. The mean follow-up time was 104.9 months. For individual damage items, the average daily GC dose was associated with the occurrence of overall cardiovascular events and with osteoporosis with fractures. A higher average cumulative dose adjusted (or not)/number of follow-up years and a higher proportion of patients on GC were associated with the occurrence of osteonecrosis. CONCLUSIONS We confirm associations of GC use with three specific damage items. In treating patients with SLE, our aim should be to maximise the efficacy of GC and to minimise their harms.
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Affiliation(s)
- Manuel Francisco Ugarte-Gil
- Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru
| | - Anselm Mak
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore
| | - Joanna Leong
- Department of Medicine, Changi General Hospital, Singapore
| | - Bhushan Dharmadhikari
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Nien Yee Kow
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore
| | - Cristina Reátegui-Sokolova
- Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
- Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, LimaPeru
| | - Claudia Elera-Fitzcarrald
- Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru
| | - Cinthia Aranow
- Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Laurent Arnaud
- Service de Rhumatologie, Centre National de Reference des Maladies Autoimmunes et Systemique Rares (CRMR RESO), INSERM UMR-S 1109, Université de Strasbourg, Strasbourg, France
| | - Anca D Askanase
- Lupus Center, Columbia University Medical Center, New York, New York, USA
| | - Sang-Cheol Bae
- Rheumatology, Hanyang University Seoul Hospital, Seoul, South Korea
- Hanyang University Institute for Rheumatology Research, Seoul, South Korea
| | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, Department of Medicine, McGill University, Montreal, Québec, Canada
| | - Ian N Bruce
- Centre for Epidemiology Versus Arthritis, Faculty of Biology Medicine and Health, Manchester Academic Health Sciences Centre, The University of Manchester, Manchester, UK
- NIHR Manchester Musculoskeletal Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Jill Buyon
- Grossman School of Medicine, New York University, New York, New York, USA
| | - Nathalie Costedoat-Chalumeau
- Internal Medicine Department, Centre de référence maladies auto-immunes et systémiques rares d'île de France, Hopital Cochin, Paris, France
- Université Paris Descartes-Sorbonne, Paris, France
- INSERM U 1153, Center for Epidemiology and Statistics, Paris, France
| | - Mary Ann Dooley
- Thurston Arthritis Research Centre, University of North Carolina System, Chapel Hill, North Carolina, USA
| | - Paul R Fortin
- Division of Rheumatology, Department of Medicine, CHU du Québec - Université Laval, Quebec City, Quebec, Canada
| | - Ellen M Ginzler
- Medicine, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - John Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Science Centre & Dalhousie University, Halifax, Nova Scotia, Canada
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey
| | - David Isenberg
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | - Soren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, 4242, Rigshospitalet, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Judith A James
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Andreas Jönsen
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Lund, Sweden
| | - Kenneth Kalunian
- School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Sung Sam Lim
- Department of Medicine, Division of Rheumatology, Emory University, Atlanta, Georgia, USA
| | - Eric Morand
- Faculty of Medicine, Nursing and Health, Monash University, Clayton, Victoria, Australia
| | - Marta Mosca
- Rheumatology Unit, University of Pisa, Pisa, Toscana, Italy
| | | | - Bernardo A Pons-Estel
- Rheumatology, Grupo Oroño-Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Sanatorio Parque S.A, Rosario, Santa Fe, Argentina
| | - Anisur Rahman
- Centre for Rheumatology, Department of Medicine, University College London, London, UK
| | | | - John Reynolds
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- City Hospital, Sandwell and West Birmingham NHS Trust, Birmingham, UK
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, BioCruces Bizkaia Health Research Institute, University of the Basque Country, Barakaldo, Spain
| | - Jorge Sánchez-Guerrero
- University of Toronto, Toronto, Ontario, Canada
- Division of Rheumatology, Department of Medicine, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Elisabet Svenungsson
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet/Karolinska University Hospital, Stockholm, Sweden
| | - Murray Urowitz
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Evelyne Vinet
- Faculty of Medicine, Division of Rheumatology, McGill University, Montreal, Quebec, Canada
| | - Ronald F van Vollenhoven
- Department of Rheumatology and Clinical Immunology, University Medical Centres, Amsterdam, The Netherlands
| | - Alexandre Voskuyl
- Department of Rheumatology and Clinical Immunology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - Daniel J Wallace
- Rheumatology, Cedars-Sinai Medical Center, West Hollywood, California, USA
- David Geffen School of Medicine Center, University of California, Los Angeles, Los Angeles, California, USA
| | - Michelle A Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Susan Manzi
- Lupus Center of Excellence, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mike Cheung
- Department of Psychology, Faculty of Arts and Social Sciences, National University of Singapore, Singapore
| | - Vernon Farewell
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - Graciela S Alarcon
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
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Sinha A, Rivera AS, Chadha SA, Prasada S, Pawlowski AE, Thorp E, DeBerge M, Ramsey-Goldman R, Lee YC, Achenbach CJ, Lloyd-Jones DM, Feinstein MJ. Comparative Risk of Incident Coronary Heart Disease Across Chronic Inflammatory Diseases. Front Cardiovasc Med 2021; 8:757738. [PMID: 34859072 PMCID: PMC8631433 DOI: 10.3389/fcvm.2021.757738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 10/22/2021] [Indexed: 11/18/2022] Open
Abstract
Background: Chronic inflammatory diseases (CIDs) are considered risk enhancing factors for coronary heart disease (CHD). However, sparse data exist regarding relative CHD risks across CIDs. Objective: Determine relative differences in CHD risk across multiple CIDs: psoriasis, rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), human immunodeficiency virus (HIV), systemic sclerosis (SSc), and inflammatory bowel disease (IBD). Methods: The cohort included patients with CIDs and controls without CID in an urban medical system from 2000 to 2019. Patients with CIDs were frequency-matched with non-CID controls on demographics, hypertension, and diabetes. CHD was defined as myocardial infarction (MI), ischemic heart disease, and/or coronary revascularization based on validated administrative codes. Multivariable-adjusted Cox models were used to determine the risk of incident CHD and MI for each CID relative to non-CID controls. In secondary analyses, we compared CHD risk by disease severity within each CID. Results: Of 17,049 patients included for analysis, 619 had incident CHD (202 MI) over an average of 4.4 years of follow-up. The multivariable-adjusted risk of CHD was significantly higher for SLE [hazard ratio (HR) 1.9, 95% confidence interval (CI) 1.2, 3.2] and SSc (HR 2.1, 95% CI 1.2, 3.9). Patients with SLE also had a significantly higher risk of MI (HR 3.6, 95% CI 1.9, 6.8). When CIDs were categorized by markers of disease severity (C-reactive protein for all CIDs except HIV, for which CD4 T cell count was used), greater disease severity was associated with higher CHD risk across CIDs. Conclusions: Patients with SLE and SSc have a higher risk of CHD. CHD risk with HIV, RA, psoriasis, and IBD may only be elevated in those with greater disease severity. Clinicians should personalize CHD risk and treatment based on type and severity of CID.
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Affiliation(s)
- Arjun Sinha
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Adovich S. Rivera
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Public Health and Management, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Simran A. Chadha
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Sameer Prasada
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Anna E. Pawlowski
- Northwestern Medicine Enterprise Data Warehouse, Northwestern University, Chicago, IL, United States
| | - Edward Thorp
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Matthew DeBerge
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Yvonne C. Lee
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Chad J. Achenbach
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Donald M. Lloyd-Jones
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Matthew J. Feinstein
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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Orme ME, Voreck A, Aksouh R, Ramsey-Goldman R, Schreurs MWJ. Systematic review of anti-dsDNA testing for systemic lupus erythematosus: A meta-analysis of the diagnostic test specificity of an anti-dsDNA fluorescence enzyme immunoassay. Autoimmun Rev 2021; 20:102943. [PMID: 34508916 DOI: 10.1016/j.autrev.2021.102943] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 06/19/2021] [Indexed: 01/14/2023]
Abstract
BACKGROUND AND AIMS The objective of this meta-analysis was to review the diagnostic performance of anti-dsDNA testing, to determine whether test specificity meets the revised 2019 EULAR/ACR classification criteria for systemic lupus erythematosus (SLE). The new criteria state that anti-dsDNA testing should be conducted using "an immunoassay with demonstrated ≥ 90% specificity for SLE against relevant disease controls". MATERIALS AND METHODS A systematic review (MEDLINE, Embase, CENTRAL and DARE) identified cross-sectional or case-control studies published January 2004 to August 2019, reporting anti-dsDNA test accuracy data. Studies included cases of SLE (confirmed using one or more of three validated SLE classification criteria sets) and a disease control group. Data were adjusted to exclude healthy controls. A hierarchical, bivariate mixed-effect meta-analysis of eligible quantitative studies was conducted in STATA MP v16.1 to produce a pooled estimate of sensitivity and specificity. RESULTS The review identified six fluorescence immunoassay (FEIA) dsDNA studies (1977 total patients, of whom 47% had SLE) eligible to be included in quantitative meta-analysis and all reported a point estimate >90% for specificity. The meta-analysis estimated a pooled specificity of 94.7% (95% CI 91.67%-96.67%). CONCLUSION The meta-analysis has demonstrated that the specificity of FEIA dsDNA is ≥90% for SLE, against relevant disease controls, and therefore performs in accordance with the 2019 classification criteria.
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Affiliation(s)
| | - Anja Voreck
- Thermo Fisher Scientific, Phadia AB, Uppsala, Sweden
| | - Redha Aksouh
- Thermo Fisher Scientific, Phadia AB, Uppsala, Sweden
| | - Rosalind Ramsey-Goldman
- Department of Medicine/Division of Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Marco W J Schreurs
- Department of Immunology, Laboratory Medical Immunology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands
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Barber MRW, Drenkard C, Falasinnu T, Hoi A, Mak A, Kow NY, Svenungsson E, Peterson J, Clarke AE, Ramsey-Goldman R. Publisher Correction: Global epidemiology of systemic lupus erythematosus. Nat Rev Rheumatol 2021; 17:642. [PMID: 34471268 DOI: 10.1038/s41584-021-00690-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Megan R W Barber
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Cristina Drenkard
- Department of Medicine, Division of Rheumatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Titilola Falasinnu
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Alberta Hoi
- School of Clinical Sciences at Monash Health, Monash University, Melbourne, Victoria, Australia
| | - Anselm Mak
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University Hospital, Singapore, Singapore
| | - Nien Yee Kow
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University Hospital, Singapore, Singapore
| | - Elisabet Svenungsson
- Department of Medicine Solna, Unit of Rheumatology, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Jonna Peterson
- Galter Health Sciences Library and Learning Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ann E Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Rheumatology Division, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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Barber MRW, Drenkard C, Falasinnu T, Hoi A, Mak A, Kow NY, Svenungsson E, Peterson J, Clarke AE, Ramsey-Goldman R. Global epidemiology of systemic lupus erythematosus. Nat Rev Rheumatol 2021; 17:515-532. [PMID: 34345022 PMCID: PMC8982275 DOI: 10.1038/s41584-021-00668-1] [Citation(s) in RCA: 182] [Impact Index Per Article: 60.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2021] [Indexed: 02/07/2023]
Abstract
Systemic lupus erythematosus (SLE) is an autoimmune disease with protean manifestations that predominantly affects young women. Certain ethnic groups are more vulnerable than others to developing SLE and experience increased morbidity and mortality. Reports of the global incidence and prevalence of SLE vary widely, owing to inherent variation in population demographics, environmental exposures and socioeconomic factors. Differences in study design and case definitions also contribute to inconsistent reporting. Very little is known about the incidence of SLE in Africa and Australasia. Identifying and remediating such gaps in epidemiology is critical to understanding the global burden of SLE and improving patient outcomes. Mortality from SLE is still two to three times higher than that of the general population. Internationally, the frequent causes of death for patients with SLE include infection and cardiovascular disease. Even without new therapies, mortality can potentially be mitigated with enhanced quality of care. This Review focuses primarily on the past 5 years of global epidemiological studies and discusses the regional incidence and prevalence of SLE and top causes of mortality.
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Affiliation(s)
- Megan R. W. Barber
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Cristina Drenkard
- Department of Medicine, Division of Rheumatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Titilola Falasinnu
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Alberta Hoi
- School of Clinical Sciences at Monash Health, Monash University, Melbourne, Victoria, Australia
| | - Anselm Mak
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University Hospital, Singapore, Singapore
| | - Nien Yee Kow
- Division of Rheumatology, University Medicine Cluster, National University Health System, Singapore, Singapore.,Department of Medicine, Yong Loo Lin School of Medicine, National University Hospital, Singapore, Singapore
| | - Elisabet Svenungsson
- Department of Medicine Solna, Unit of Rheumatology, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Jonna Peterson
- Galter Health Sciences Library and Learning Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ann E. Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Rheumatology Division, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Petri M, Goldman DW, Alarcón GS, Gordon C, Merrill JT, Fortin PR, Bruce IN, Isenberg D, Wallace D, Nived O, Ramsey-Goldman R, Bae SC, Hanly JG, Sanchez-Guerrero J, Clarke AE, Aranow C, Manzi S, Urowitz M, Gladman DD, Kalunian K, Werth VP, Zoma A, Bernatsky S, Khamashta M, Jacobsen S, Buyon JP, Dooley MA, van Vollenhoven R, Ginzler E, Stoll T, Peschken C, Jorizzo JL, Callen JP, Lim S, Inanç M, Kamen DL, Rahman A, Steinsson K, Franks AG, Magder LS. Comparison of the 2019 European Alliance of Associations for Rheumatology/American College of Rheumatology Systemic Lupus Erythematosus Classification Criteria With Two Sets of Earlier Systemic Lupus Erythematosus Classification Criteria. Arthritis Care Res (Hoboken) 2021; 73:1231-1235. [PMID: 32433832 PMCID: PMC10711744 DOI: 10.1002/acr.24263] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 05/12/2020] [Indexed: 12/17/2023]
Abstract
OBJECTIVE The Systemic Lupus International Collaborating Clinics (SLICC) 2012 systemic lupus erythematosus (SLE) classification criteria and the revised American College of Rheumatology (ACR) 1997 criteria are list based, counting each SLE manifestation equally. We derived a classification rule based on giving variable weights to the SLICC criteria and compared its performance to the revised ACR 1997, the unweighted SLICC 2012, and the newly reported European Alliance of Associations for Rheumatology (EULAR)/ACR 2019 criteria sets. METHODS The physician-rated patient scenarios used to develop the SLICC 2012 classification criteria were reemployed to devise a new weighted classification rule using multiple linear regression. The performance of the rule was evaluated on an independent set of expert-diagnosed patient scenarios and compared to the performance of the previously reported classification rules. RESULTS The weighted SLICC criteria and the EULAR/ACR 2019 criteria had less sensitivity but better specificity compared to the list-based revised ACR 1997 and SLICC 2012 classification criteria. There were no statistically significant differences between any pair of rules with respect to overall agreement with the physician diagnosis. CONCLUSION The 2 new weighted classification rules did not perform better than the existing list-based rules in terms of overall agreement on a data set originally generated to assess the SLICC criteria. Given the added complexity of summing weights, researchers may prefer the unweighted SLICC criteria. However, the performance of a classification rule will always depend on the populations from which the cases and non-cases are derived and whether the goal is to prioritize sensitivity or specificity.
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Affiliation(s)
| | | | | | | | | | - Paul R. Fortin
- CHU de Québec – Université Laval, Quebec City, Quebec, Canada
| | - Ian N. Bruce
- The University of Manchester and Manchester University Hospital NHS Foundation Trust, Manchester Academic Health Science Center, Manchester, UK
| | | | | | | | | | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - John G. Hanly
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jorge Sanchez-Guerrero
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | | | - Cynthia Aranow
- Feinstein Institute for Medical Research, Manhasset, New York
| | - Susan Manzi
- Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Murray Urowitz
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Dafna D. Gladman
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | | | - Victoria P. Werth
- Hospital of the University of Pennsylvania and Department of Veterans Affairs Medical Center, Philadelphia
| | - Asad Zoma
- Lanarkshire Centre for Rheumatology, Hairmyres Hospital, East Kilbride, Scotland, UK
| | | | - Munther Khamashta
- The Rayne Institute, St Thomas’ Hospital, King’s College London, London, UK
| | - Søren Jacobsen
- Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | - Ronald van Vollenhoven
- Amsterdam University Medical Centres, University of Amsterdam, Free University, and Amsterdam Rheumatology and Immunology Center, Amsterdam, The Netherlands
| | - Ellen Ginzler
- State University of New York Downstate Medical Center, Brooklyn
| | | | | | - Joseph L. Jorizzo
- Wake Forest University, Winston-Salem, North Carolina, and Weill Cornell Medicine, New York, New York
| | | | - Sam Lim
- Emory University, Atlanta, Georgia
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Ugarte-Gil MF, Hanly J, Urowitz MB, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Clarke AE, Wallace DJ, Isenberg D, Rahman A, Merrill JT, Fortin P, Gladman DD, Bruce IN, Petri MA, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jonsen A, Van Vollenhoven R, Aranow C, Mackay M, Ruiz-Irastorza G, Lim SS, Inanc M, Kalunian KC, Jacobsen S, Peschken C, Kamen DL, Askanase A, Pons-Estel B, Alarcon GS. OP0289 LLDAS (LOW LUPUS DISEASE ACTIVITY STATE), LOW DISEASE ACTIVITY (LDA) AND REMISSION (ON- OR OFF-TREATMENT) PREVENT DAMAGE ACCRUAL IN SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) PATIENTS IN A MULTINATIONAL MULTICENTER COHORT. Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.1133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Remission, LDA and LDAS have been proposed as treatment goals for SLE. However, the independent impact of these states on damage accrual has not been fully evaluated.Objectives:To determine the independent impact of remission (both off & on treatment), LDA, and LLDAS on damage accrual.Methods:We studied a long-term longitudinal multinational SLE cohort, including patients completing at least two annual assessments. Remission off-treatment was defined as a SLEDAI (excluding serology) =0, without prednisone and immunosuppressive (IS) drugs. Remission on-treatment was defined as a SLEDAI (excluding serology) =0, prednisone daily dose<=5 mg/d and maintenance IS drugs. LDA was defined as a SLEDAI (excluding serology) <=2, without prednisone or IS drugs. LLDAS was defined as a SLEDAI <=4 with no activity in major organ systems, with no new features of lupus disease activity compared to the previous assessment, prednisone daily dose<=7.5 mg/d and maintenance IS drugs. Antimalarials were allowed in all groups. Damage accrual was ascertained with the SLICC/ACR damage index (SDI). Univariable and multivariable generalized estimated equation (GEE) negative binomial regression models were used. To create mutually exclusive groups, disease activity was divided into five states: remission off-treatment, remission on-treatment (minus remission off treatment), LDA (minus remission), LLDAS (minus remission and LDA) and not-optimally controlled. The proportion of the time that patients were in the specific state at each visit since cohort entry was determined. Possible effect modifiers and confounders adjusted for included sex, age at diagnosis, race/ethnicity, education, baseline disease duration, follow-up time, the highest-ever glucocorticoid dose prior to cohort entry, antimalarials and SDI. Time-dependent covariates were determined at the same annual visit as disease activity state; the outcome was the increase in the SDI and it was assessed at the subsequent visit.Results:There were 1,652 patients, 1464 (88.6%) were female, mean age at diagnosis was 34.6 (SD 13.4) years and mean baseline disease duration was 5.5 (SD 4.1) months. Patients had a mean follow-up of 6.5 (SD 4.3) years, 11686 visits were included. 763 patients (46.2%) had an increase in SDI score ≥1 during follow-up. 2483 (21.2%) of the visits were classified as remission off-treatment, 2276 (19.5%) as remission on-treatment, 544 (4.7%) as LDA, 657 (5.6%) as LLDAS and 5726 (49.0%) as not-optimally controlled. Being in remission off-treatment, remission on-treatment, LDA and LLDAS were predictive of a lower probability of damage accrual [remission off-treatment IRR=0.403, 95% CI 0.301-0.541); remission on-treatment IRR=0.313 (95% CI 0.218-0.451) LDA: IRR=0.469 (CI 95% CI 0.272-0.809); LLDAS IRR=0.440 (95% CI 0.241-0.803)]. The multivariable model is summarized in Table 1.Table 1.Multivariable GEE model of the impact of disease activity states on damage accrual.Incidence Rate Ratio95% CIDisease activity stateRemission off treatment0.4030.301-0.541Remission on treatment0.3130.218-0.451LDA0.4690.272-0.809LLDAS0.4400.241-0.803Gender, male1.2741.086-1.495Age at diagnosis1.0241.020-1.029EthnicityCaucasian USRef.Caucasian other1.0170.849-1.217African1.4671.211-1.776Asian0.8630.693-1.075Hispanic1.2661.034-1.550Other1.1210.759-1.656Educational level, years0.9770.957-0.996Disease duration at baseline0.9600.801-1.150Follow-up time0.9420.923-0.960Antimalarial use0.7860.681-0.908Highest prednisone dose before baseline1.0021.001-1.007SDI before1.1001.050-1.1152LLDAS: Low lupus disease activity state LDA: Low disease activity SDI: SLICC/ACR Damage IndexConclusion:Remission on- and off-treatment, LDA and LLDAS were associated with less damage accrual, even adjusting for possible confounders and effect modifiers. This highlights the importance of treating to target in SLE.Disclosure of Interests:Manuel F. Ugarte-Gil Grant/research support from: Pfizer, Janssen, John Hanly: None declared, Murray B Urowitz: None declared, Caroline Gordon Speakers bureau: UCB, Consultant of: Center for Disease Control, Astra-Zeneca, MFP, Sanofi, UCB, Sang-Cheol Bae: None declared, Juanita Romero-Diaz: None declared, Jorge Sanchez-Guerrero: None declared, Sasha Bernatsky: None declared, Ann E Clarke Consultant of: AstraZeneca, BristolMyersSquibb, GlaxoSmithKline, and Exagen Diagnostics, Daniel J Wallace Grant/research support from: Exagen, David Isenberg: None declared, Anisur Rahman: None declared, Joan T Merrill: None declared, Paul Fortin: None declared, Dafna D Gladman Consultant of: Abbvie, Janssen, Pfizer, Novartis, Amgen, Grant/research support from: Abbvie, Janssen, Pfizer, Novartis, Amgen, Ian N. Bruce: None declared, Michelle A Petri: None declared, Ellen M Ginzler Grant/research support from: Aurinia pharmaceutical, M.A. Dooley: None declared, Rosalind Ramsey-Goldman: None declared, Susan Manzi: None declared, Andreas Jonsen: None declared, Ronald van Vollenhoven Speakers bureau: AbbVie, Galapagos, GSK, Janssen, Pfizer, UCB, Consultant of: Abbvie, AstraZeneca, Biogen, Biotest, Celgen, Galapagos, Gilead, Janssen, Pfizer, Sanofie, Servier, UCB, Vielabo, Grant/research support from: BMS, GSK, Lilly, UCB, Cynthia Aranow: None declared, Meggan Mackay: None declared, Guillermo Ruiz-Irastorza: None declared, S. Sam Lim: None declared, Murat Inanc: None declared, Kenneth C Kalunian Consultant of: Roche, Biogen, Janssen, AstraZeneca, Eli Lilly, Genetech, Gilead, ILTOO, Nektar, Viela, Equillium, Bristol-Meyers Squibb, Soren Jacobsen Grant/research support from: BMS, Christine Peschken: None declared, Diane L Kamen: None declared, Anca Askanase Consultant of: Abbvie, Grant/research support from: Glaxo Smith Kline, Astra Zeneca, Janssen, Eli Lilly and Company, Mallinckrodt, Pfizer, Bernardo Pons-Estel Consultant of: GSK, Janssen, Graciela S Alarcon: None declared.
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Hanly JG, Gordon C, Bae SC, Romero-Diaz J, Sanchez-Guerrero J, Bernatsky S, Clarke AE, Wallace DJ, Isenberg DA, Rahman A, Merrill JT, Fortin PR, Gladman DD, Urowitz MB, Bruce IN, Petri M, Ginzler EM, Dooley MA, Ramsey-Goldman R, Manzi S, Jonsen A, Alarcón GS, van Vollenhoven RF, Aranow C, Mackay M, Ruiz-Irastorza G, Lim SS, Inanc M, Kalunian KC, Jacobsen S, Peschken CA, Kamen DL, Askanase A, Farewell V. Neuropsychiatric Events in Systemic Lupus Erythematosus. Arthritis Rheumatol 2021; 73:2293-2302. [PMID: 34042329 DOI: 10.1002/art.41876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 05/13/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVES To determine predictors for change in neuropsychiatric (NP) event status in a large, prospective, international, inception cohort of SLE patients METHODS: Upon enrollment and annually thereafter, NP events attributed to SLE and non-SLE causes and physician determined resolution were documented. Factors potentially associated with onset and resolution of NP events were determined by time-to-event analysis using a multistate modelling structure. RESULTS NP events occurred in 955/1,827 (52.3%) patients and 592/1910 (31.0%) unique events were attributed to SLE. For SLE NP events multivariate analysis revealed positive associations with male sex, concurrent non-SLE NP events excluding headache, active SLE and corticosteroids. There was a negative association with Asian race/ethnicity, post-secondary education, and immunosuppressive or anti-malarial drugs. For non-SLE NP events, excluding headache, there was a positive association with concurrent SLE NP events and negative associations with African and Asian race/ethnicity. NP events attributed to SLE had a higher resolution rate than non-SLE NP events, with the exception of headache that had comparable resolution rates. For SLE NP events, multivariate analysis revealed resolution was more common with Asian race/ethnicity and for central/focal NP events. For non-SLE NP events resolution was more common with African race/ethnicity and less common with older age at SLE diagnosis. CONCLUSIONS In a large and long-term study of the occurrence and resolution of NP events in SLE we identified subgroups with better and worse prognosis. The course of NP events differs greatly depending on their nature and attribution.
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Affiliation(s)
- John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | | | | | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Ann E Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Daniel J Wallace
- Cedars-Sinai/David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - David A Isenberg
- Centre for Rheumatology, Department of Medicine, University College London, UK
| | - Anisur Rahman
- Centre for Rheumatology, Department of Medicine, University College London, UK
| | - Joan T Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Paul R Fortin
- Division of Rheumatology, Department of Medicine, CHU de Québec - Université Laval, Quebec City, Canada
| | - Dafna D Gladman
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, ON, Canada
| | - Murray B Urowitz
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, ON, Canada
| | - Ian N Bruce
- Centre for Epidemiology Versus Arthritis, Faculty of Biology Medicine and Health, Manchester Academic Health Sciences Centre, The University of Manchester, and NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre Manchester, UK
| | - Michelle Petri
- Division of Rheumatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ellen M Ginzler
- Department of Medicine, SUNY Downstate Medical Centre, Brooklyn, NY, USA
| | - M A Dooley
- Thurston Arthritis Research Centre, University of North Carolina, Chapel Hill, NC, USA
| | | | - Susan Manzi
- Lupus Centre of Excellence, Allegheny Health Network, Pittsburgh, PA, USA
| | - Andreas Jonsen
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Lund, Sweden
| | - Graciela S Alarcón
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ronald F van Vollenhoven
- Department of Rheumatology and Clinical Immunology, Amsterdam University Medical Centres, Amsterdam, Holland, USA
| | - Cynthia Aranow
- Feinstein Institute for Medical Research, Manhasset, NY, USA
| | - Meggan Mackay
- Feinstein Institute for Medical Research, Manhasset, NY, USA
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Research Unit, Department of Internal Medicine, BioCruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, Barakaldo, Spain
| | - S Sam Lim
- Emory University, Department of Medicine, Division of Rheumatology, Atlanta, Georgia, USA
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey
| | | | - Soren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, 4242, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anca Askanase
- Hospital for Joint Diseases, NYU, Seligman Centre for Advanced Therapeutics, New York, NY, USA
| | - Vernon Farewell
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
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Arriens C, Alexander RV, Narain S, Saxena A, Collins CE, Wallace DJ, Massarotti E, Conklin J, Kalunian KC, Putterman C, Ramsey-Goldman R, Buyon JP, Askanase A, Furie RA, James JA, Bello GA, Manzi S, Ahearn J, O'Malley T, Weinstein A, Dervieux T. Cell-bound complement activation products associate with lupus severity in SLE. Lupus Sci Med 2021; 7:7/1/e000377. [PMID: 32371480 PMCID: PMC7228655 DOI: 10.1136/lupus-2019-000377] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 04/10/2020] [Accepted: 04/17/2020] [Indexed: 11/11/2022]
Abstract
Objectives To evaluate the association between lupus severity and cell-bound complement activation products (CB-CAPs) or low complement proteins C3 and C4. Methods All subjects (n=495) fulfilled the American College of Rheumatology (ACR) classification criteria for SLE. Abnormal CB-CAPs (erythrocyte-bound C4d or B-lymphocyte-bound C4d levels >99th percentile of healthy) and complement proteins C3 and C4 were determined using flow cytometry and turbidimetry, respectively. Lupus severity was estimated using the Lupus Severity Index (LSI). Statistical analysis consisted of multivariable linear regression and groups comparisons. Results Abnormal CB-CAPs were more prevalent than low complement values irrespective of LSI levels (62% vs 38%, respectively, p<0.0001). LSI was low (median 5.44, IQR: 4.77–6.93) in patients with no complement abnormality, intermediate in patients with abnormal CB-CAPs (median 6.09, IQR: 5.31–8.20) and high in the group presenting with both abnormal CB-CAPs and low C3 and/or C4 (median 7.85, IQR: 5.51–8.37). Odds of immunosuppressant use was higher in subjects with LSI ≥5.95 compared with subjects with LSI <5.95 (1.60 vs 0.53, p<0.0001 for both). Multivariable regression analysis revealed that higher LSI scores associated with abnormal CB-CAPs—but not low C3/C4—after adjusting for younger age, race and longer disease duration (p=0.0001), which were also independent predictors of disease severity (global R2=0.145). Conclusion Abnormalities in complement activation as measured by CB-CAPs are associated with increased LSI.
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Affiliation(s)
- Cristina Arriens
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | | | - Sonali Narain
- Rheumatology, Northwell Health, Great Neck, New York, USA
| | - Amit Saxena
- Center for Musculoskeletal Care, New York University, New York, New York, USA
| | | | | | | | | | - Kenneth C Kalunian
- Rheumatology, University iof California San Diego, La Jolla, California, USA
| | - Chaim Putterman
- Division of Rheumatology, Albert Einstein College of Medicine, Bronx, New York, USA.,Azrieli Faculty of Medicine, Bar Ilan University, Zefat, Israel.,Research Institute, Galilee Medical Center, Nahariya, Israel
| | | | - Jill P Buyon
- New York University School of Medicine, New York, New York, USA
| | - Anca Askanase
- Rheumatology, Columbia University Medical Center, New York, New York, USA
| | | | - Judith A James
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Ghalib A Bello
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Susan Manzi
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Joseph Ahearn
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
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Sneed RS, Mason M, Williams JN, Sinnette C, Taber K, Mancera-Cuevas K, Curry G, Canessa P, Ramsey-Goldman R, Feldman CH. Using Critical Race Theory to Understand Trial Participation Among Black Individuals with Systemic Lupus Erythematosus: A Qualitative Study of Patients and Caregivers. Arthritis Care Res (Hoboken) 2021; 73:1387-1395. [PMID: 33973413 DOI: 10.1002/acr.24635] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 04/22/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Black patients with systemic lupus erythematous (SLE) experience greater disease incidence and severity than White patients yet are underrepresented in SLE clinical trials. We applied Critical Race Theory to qualitatively explore the influence of racism on the underrepresentation of Black patients in SLE clinical trials and to develop a framework for future intervention. METHODS We conducted groups in Chicago and Boston with Black adults (age ≥18 years) with SLE and their caregivers. We queried participants' knowledge about clinical trials, factors that might motivate or hinder trial participation, and how race and experiences of racism might impact clinical trial participation. Focus group responses were transcribed verbatim and analyzed thematically. RESULTS We held four focus groups (N=31); 20 participants had SLE, 11 were caregivers. All participants were Black, 90% were female and the mean age was 54 years. Qualitative analyses revealed several themes that negatively impact trial participation including mistrust related to racism, concerns about assignment to placebo groups, strict study exclusion criteria, and SLE-related concerns. Factors that motivated trial participation included recommendations from physicians and reputable institutions, a desire to help the greater good, and culturally-sensitive marketing of trials. CONCLUSION Actions to improve clinical trial participation among Black individuals should focus on reframing how trial information is presented and disseminated and on reevaluating barriers that may restrict trial participation. Additionally, researchers must acknowledge and respond to the presence of racial bias in healthcare. Community-Academic Partnerships may help build trust and reduce fears of mistreatment among Black individuals with SLE.
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Affiliation(s)
- Rodlescia S Sneed
- Division of Public Health, College of Human Medicine, Michigan State University
| | - Maryann Mason
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago
| | - Jessica N Williams
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston
| | - Corine Sinnette
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston
| | - Kreager Taber
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston
| | - Karen Mancera-Cuevas
- Illinois Department of Public Health, Springfield.,Division of Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago
| | - Gina Curry
- Biological Sciences Division, Comprehensive Cancer Center, University of Chicago (UCCCC), Office of Community Engagement & Cancer Health Equity
| | | | | | - Candace H Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston
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Elkhalifa M, Orbai AM, Magder LS, Petri M, Alarcón GS, Gordon C, Merrill J, Fortin PR, Bruce IN, Isenberg D, Wallace D, Nived O, Ramsey-Goldman R, Bae SC, Hanly JG, Sanchez-Guerrero J, Clarke AE, Aranow C, Manzi S, Urowitz M, Gladman DD, Kalunian K, Werth VP, Zoma A, Bernatsky S, Khamashta M, Jacobsen SØ, Buyon JP, Dooley MA, Vollenhoven RV, Ginzler E, Stoll T, Peschken C, Jorizzo JL, Callen JP, Lim S, Inanc M, Kamen DL, Rahman A, Steinsson K, Franks AG. Anti-beta 2 glycoprotein I IgA in the SLICC classification criteria dataset. Lupus 2021; 30:1283-1288. [PMID: 33957797 PMCID: PMC10140618 DOI: 10.1177/09612033211014248] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Anti-beta 2 glycoprotein I IgA is a common isotype of anti-beta 2 glycoprotein I in SLE. Anti-beta 2 glycoprotein I was not included in the American College of Rheumatology (ACR) SLE classification criteria, but was included in the Systemic Lupus International Collaborating Clinics (SLICC) criteria. We aimed to evaluate the prevalence of anti-beta 2-glycoprotein I IgA in SLE versus other rheumatic diseases. In addition, we examined the association between anti-beta 2 glycoprotein I IgA and disease manifestations in SLE. METHODS The dataset consisted of 1384 patients, 657 with a consensus physician diagnosis of SLE and 727 controls with other rheumatic diseases. Anti-beta 2 glycoprotein I isotypes were measured by ELISA. Patients with a consensus diagnosis of SLE were compared to controls with respect to presence of anti-beta 2 glycoprotein I. Among patients with SLE, we assessed the association between anti-beta 2 glycoprotein I IgA and clinical manifestations. RESULTS The prevalence of anti-beta 2 glycoprotein I IgA was 14% in SLE patients and 7% in rheumatic disease controls (odds ratio, OR 2.3, 95% CI: 1.6, 3.3). It was more common in SLE patients who were younger patients and of African descent (p = 0.019). Eleven percent of SLE patients had anti-beta 2 glycoprotein I IgA alone (no anti-beta 2 glycoprotein I IgG or IgM). There was a significant association between anti-beta 2 glycoprotein I IgA and anti-dsDNA (p = 0.001) and the other antiphospholipid antibodies (p = 0.0004). There was no significant correlation of anti-beta 2 glycoprotein I IgA with any of the other ACR or SLICC clinical criteria for SLE. Those with anti-beta 2 glycoprotein I IgA tended to have a history of thrombosis (12% vs 6%, p = 0.071), but the difference was not statistically significant. CONCLUSION We found the anti-beta 2 glycoprotein I IgA isotype to be more common in patients with SLE and in particular, with African descent. It could occur alone without other isotypes.
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Affiliation(s)
- Marwa Elkhalifa
- Department of Medicine, Alexandria University, Alexandria, Egypt.,Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ana-Maria Orbai
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Laurence S Magder
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michelle Petri
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Graciela S Alarcón
- Department of Medicine, Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Caroline Gordon
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Joan Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Paul R Fortin
- Division of Rheumatology, CHU de Québec - Université Laval, Quebec City, Canada
| | - Ian N Bruce
- Arthritis Research UK Centre for Epidemiology, Centre for Musculoskeletal Research, Faculty of Biology, Medicine and Health, The University of Manchester and NIHR Manchester Biomedical Research Centre, Manchester University Hospital NHS Foundation Trust, Manchester Academic Health Science Center, Manchester, UK
| | - David Isenberg
- Centre for Rheumatology Research, University College, London, UK
| | - Daniel Wallace
- Cedars-Sinai/David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Ola Nived
- Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | | | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - John G Hanly
- Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jorge Sanchez-Guerrero
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Ann E Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Cynthia Aranow
- Feinstein Institute for Medical Research, Manhasset, NY, USA
| | - Susan Manzi
- Autoimmunity Institute, Allegheny Health Network, Pittsburgh, PA, USA
| | - Murray Urowitz
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Dafna D Gladman
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | | | - Victoria P Werth
- Division of Dermatology, Hospital of the University of Pennsylvania and the Veteran's Administration Medical Center, Philadelphia, PA, USA
| | - Asad Zoma
- Lanarkshire Centre for Rheumatology, Hairmyres Hospital, Scotland, UK
| | - Sasha Bernatsky
- Division of Rheumatology, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Munther Khamashta
- Lupus Research Unit, The Rayne Institute, St Thomas' Hospital, King's College London School of Medicine, London, UK
| | - SØren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Centre for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jill P Buyon
- Division of Rheumatology, Department of Medicine, New York University School of Medicine, New York, NY, USA
| | - Mary Anne Dooley
- Division of Rheumatology and Immunology, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Ronald van Vollenhoven
- Amsterdam University Medical Centres, University of Amsterdam, Amsterdam, Netherlands.,Free University (VU) Amsterdam, Amsterdam, Netherlands.,Amsterdam Rheumatology and Immunology Center, Amsterdam, Netherlands
| | - Ellen Ginzler
- Department of Medicine, SUNY Downstate Medical Center, Brooklyn, NY, USA
| | - Thomas Stoll
- Department of Rheumatology, Kantonsspital, Schaffhausen, Switzerland
| | - Christine Peschken
- Department of Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Joseph L Jorizzo
- Department of Dermatology, Weill Cornell Medicine, New York, NY, USA
| | - Jeffery P Callen
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Sam Lim
- Division of Rheumatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Murat Inanc
- Division of Rheumatology, Department of Internal Medicine, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey
| | - Diane L Kamen
- Division of Rheumatology, Medical University of South Carolina, Charleston, SC, USA
| | - Anisur Rahman
- Centre for Rheumatology Research, University College, London, UK
| | - Kristjan Steinsson
- Department of Rheumatology, Center for Rheumatology Research Fossvogur Landspitali University Hospital, Reyjkavik, Iceland
| | - Andrew G Franks
- Division of Rheumatology, Department of Medicine and The Department of Dermatology, New York University School of Medicine, New York, NY, USA
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Walunas TL, Ghosh AS, Pacheco JA, Mitrovic V, Wu A, Jackson KL, Schusler R, Chung A, Erickson D, Mancera-Cuevas K, Luo Y, Kho AN, Ramsey-Goldman R. Evaluation of structured data from electronic health records to identify clinical classification criteria attributes for systemic lupus erythematosus. Lupus Sci Med 2021; 8:8/1/e000488. [PMID: 33903204 PMCID: PMC8076919 DOI: 10.1136/lupus-2021-000488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/12/2021] [Accepted: 04/13/2021] [Indexed: 11/10/2022]
Abstract
Objective Our objective was to develop algorithms to identify lupus clinical classification criteria attributes using structured data found in the electronic health record (EHR) and determine whether they could be used to describe a cohort of people with lupus and discriminate them from a defined healthy control cohort. Methods We created gold standard lupus and healthy patient cohorts that were fully adjudicated for the American College of Rheumatology (ACR), Systemic Lupus International Collaborating Clinics (SLICC) and European League Against Rheumatism/ACR (EULAR/ACR) classification criteria and had matched EHR data. We implemented rule-based algorithms using structured data within the EHR system for each attribute of the three classification criteria. Individual criteria attribute and classification criteria algorithms as a whole were assessed over our combined cohorts and the overall performance of the algorithms was measured through sensitivity and specificity. Results Individual classification criteria attributes had a wide range of sensitivities, 7% (oral ulcers) to 97% (haematological disorders) and specificities, 56% (haematological disorders) to 98% (photosensitivity), but all could be identified in EHR data. In general, algorithms based on laboratory results performed better than those primarily based on diagnosis codes. All three classification criteria systems effectively distinguished members of our case and control cohorts, but the SLICC criteria-based algorithm had the highest overall performance (76% sensitivity, 99% specificity). Conclusions It is possible to characterise disease manifestations in people with lupus using classification criteria-based algorithms that assess structured EHR data. These algorithms may reduce chart review burden and are a foundation for identifying subpopulations of patients with lupus based on disease presentation to support precision medicine applications.
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Affiliation(s)
- Theresa L Walunas
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA .,Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anika S Ghosh
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jennifer A Pacheco
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Vesna Mitrovic
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Andy Wu
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kathryn L Jackson
- Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ryan Schusler
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anh Chung
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel Erickson
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Karen Mancera-Cuevas
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Yuan Luo
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Abel N Kho
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Center for Health Information Partnerships, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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42
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Aringer M, Brinks R, Dörner T, Daikh D, Mosca M, Ramsey-Goldman R, Smolen JS, Wofsy D, Boumpas DT, Kamen DL, Jayne D, Cervera R, Costedoat-Chalumeau N, Diamond B, Gladman DD, Hahn B, Hiepe F, Jacobsen S, Khanna D, Lerstrøm K, Massarotti E, McCune J, Ruiz-Irastorza G, Sanchez-Guerrero J, Schneider M, Urowitz M, Bertsias G, Hoyer BF, Leuchten N, Schmajuk G, Tani C, Tedeschi SK, Touma Z, Anic B, Assan F, Chan TM, Clarke AE, Crow MK, Czirják L, Doria A, Graninger W, Halda-Kiss B, Hasni S, Izmirly PM, Jung M, Kumánovics G, Mariette X, Padjen I, Pego-Reigosa JM, Romero-Diaz J, Rúa-Figueroa Í, Seror R, Stummvoll GH, Tanaka Y, Tektonidou MG, Vasconcelos C, Vital EM, Wallace DJ, Yavuz S, Meroni PL, Fritzler MJ, Naden R, Costenbader K, Johnson SR. European League Against Rheumatism (EULAR)/American College of Rheumatology (ACR) SLE classification criteria item performance. Ann Rheum Dis 2021; 80:775-781. [PMID: 33568386 DOI: 10.1136/annrheumdis-2020-219373] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/21/2021] [Accepted: 01/22/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND/OBJECTIVES The European League Against Rheumatism (EULAR)/American College of Rheumatology (ACR) 2019 classification criteria for systemic lupus erythematosus system showed high specificity, while attaining also high sensitivity. We hereby analysed the performance of the individual criteria items and their contribution to the overall performance of the criteria. METHODS We combined the EULAR/ACR derivation and validation cohorts for a total of 1197 systemic lupus erythematosus (SLE) and n=1074 non-SLE patients with a variety of conditions mimicking SLE, such as other autoimmune diseases, and calculated the sensitivity and specificity for antinuclear antibodies (ANA) and the 23 specific criteria items. We also tested performance omitting the EULAR/ACR criteria attribution rule, which defines that items are only counted if not more likely explained by a cause other than SLE. RESULTS Positive ANA, the new entry criterion, was 99.5% sensitive, but only 19.4% specific, against a non-SLE population that included other inflammatory rheumatic, infectious, malignant and metabolic diseases. The specific criteria items were highly variable in sensitivity (from 0.42% for delirium and 1.84% for psychosis to 75.6% for antibodies to double-stranded DNA), but their specificity was uniformly high, with low C3 or C4 (83.0%) and leucopenia <4.000/mm³ (83.8%) at the lowest end. Unexplained fever was 95.3% specific in this cohort. Applying the attribution rule improved specificity, particularly for joint involvement. CONCLUSIONS Changing the position of the highly sensitive, non-specific ANA to an entry criterion and the attribution rule resulted in a specificity of >80% for all items, explaining the higher overall specificity of the criteria set.
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Affiliation(s)
- Martin Aringer
- University Medical Center and Faculty of Medicine, Department of Medicine III, Division of Rheumatology, TU Dresden, Dresden, Germany
| | - Ralph Brinks
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany
| | - Thomas Dörner
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - David Daikh
- Oregon Health and Sciences University and Portland VA Health Care System, Portland, Oregon, USA
| | - Marta Mosca
- Rheumatology Unit, Azienda Ospedaliero Universitaria Pisana, University of Pisa, Pisa, Italy
| | - Rosalind Ramsey-Goldman
- Medicine/ Rheumatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | | | - David Wofsy
- Russell/ Engleman Rheumatology Research Center, University of California, San Francisco, San Francisco, California, USA
| | | | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - David Jayne
- Division of Nephrology, Department of Medicine, University of Cambridge, Cambridge, UK
| | - R Cervera
- Department of Autoimmune Diseases, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Nathalie Costedoat-Chalumeau
- Internal Medicine, Centre de référence maladies auto-immunes et systémiques rares d'île de France, Cochin Hospital, Université Paris Descartes-Sorbonne Paris Cité, Paris, France
| | - Betty Diamond
- The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Dafna D Gladman
- Division of Rheumatology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Bevra Hahn
- Rheumatology, UCLA School of Medicine, Los Angeles, California, USA
| | - Falk Hiepe
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Søren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Center for Rheumatology and Spine Diseases, Rigshospitalet, Copenhagen, Denmark
| | - Dinesh Khanna
- Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Elena Massarotti
- Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph McCune
- Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Guillermo Ruiz-Irastorza
- Autoimmune Diseases Unit, Department of Internal Medicine, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, UPV/EHU, Bizkaia, The Basque Country, Spain
| | - Jorge Sanchez-Guerrero
- Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion, Mexico City, Mexico.,Department of Medicine, Mount Sinai Hospital/University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Matthias Schneider
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany
| | - Murray Urowitz
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - George Bertsias
- Rheumatology, Clinical Immunology and Allergy, University of Crete School of Medicine, Heraklion, Greece.,Laboratory of Autoimmunity-Inflammation, Institute of Molecular Biology and Biotechnology, Heraklion, Greece
| | - Bimba F Hoyer
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Rheumatology and Clinical Immunology, University of Schleswig-Holstein at Kiel, Kiel, Germany
| | - Nicolai Leuchten
- University Medical Center and Faculty of Medicine, Department of Medicine III, Division of Rheumatology, TU Dresden, Dresden, Germany
| | - Gabriela Schmajuk
- Department of Medicine, Division of Rheumatology, University of California at San Francisco and the VA Medical Center, San Francisco, California, USA
| | - Chiara Tani
- Rheumatology Unit, Azienda Ospedaliero Universitaria Pisana, University of Pisa, Pisa, Italy
| | - Sara K Tedeschi
- Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Zahi Touma
- Division of Rheumatology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Branimir Anic
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Zagreb School of Medicine and University Hospital Centre Zagreb, Zagreb, Croatia
| | - Florence Assan
- INSERM UMR 1163, Université Paris Sud, Hôpitaux Universitaires Paris-Sud, AP-HP, INSERM UMR 1184, Paris, France
| | - Tak Mao Chan
- Department of Medicine, University of Hong Kong, Pokfulam, Hong Kong
| | - Ann Elaine Clarke
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mary K Crow
- Mary Kirkland Center for Lupus Research, Hospital for Special Surgery, New York, New York, USA
| | - László Czirják
- Department of Rheumatology and Immunology, University of Pécs, Pécs, Hungary
| | - Andrea Doria
- Division of Rheumatology, University of Padova, Padova, Italy
| | | | | | - Sarfaraz Hasni
- Lupus Clinical Research Program, Office of the Clinical Director, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Peter M Izmirly
- Rheumatology, New York University School of Medicine, New York, New York, USA
| | - Michelle Jung
- Division of Rheumatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Gábor Kumánovics
- Department of Rheumatology and Immunology, University of Pécs, Pécs, Hungary
| | - Xavier Mariette
- Rheumatology, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux universitaires Paris-Sud - Hôpital Bicêtre, Le Kremlin Bicêtre, France.,Université Paris-Sud, Center for Immunology of Viral Infections and Auto-immune Diseases (IMVA), Institut pour la Santé et la Recherche Médicale (INSERM) UMR 1184, Université Paris-Saclay, Le Kremlin Bicêtre, France
| | - Ivan Padjen
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Zagreb School of Medicine and University Hospital Centre Zagreb, Zagreb, Croatia
| | - José M Pego-Reigosa
- Department of Rheumatology, University Hospital of Vigo, IRIDIS Group, Instituto de Investigación Sanitaria Galicia Sur (IISGS), Vigo, Spain
| | - Juanita Romero-Diaz
- Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion, Mexico City, Mexico
| | - Íñigo Rúa-Figueroa
- Rheumatology, Doctor Negrín University Hospital, Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Raphaèle Seror
- Université Paris Sud, Hôpitaux Universitaires Paris-Sud, AP-HP, INSERM UMR 1184, Le Kremlin-Bicêtre, France
| | | | - Yoshiya Tanaka
- First Department of Internal Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Maria G Tektonidou
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Carlos Vasconcelos
- Centro Hospitalar do Porto, ICBAS, UMIB, University of Porto, Porto, Portugal
| | - Edward M Vital
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sule Yavuz
- Rheumatology, Istanbul Bilim Universitesi, Istanbul, Turkey
| | - Pier Luigi Meroni
- Clinical Immunology and Rheumatology Unit, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Marvin J Fritzler
- Fcaulty of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ray Naden
- McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Karen Costenbader
- Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Sindhu R Johnson
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada .,Department of Medicine, Division of Rheumatology, Toronto Western Hospital, Toronto, Ontario, Canada
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Chew C, Reynolds JA, Lertratanakul A, Wu P, Urowitz M, Gladman DD, Fortin PR, Bae SC, Gordon C, Clarke AE, Bernatsky S, Hanly JG, Isenberg D, Rahman A, Sanchez-Guerrero J, Romero-Diaz J, Merrill J, Wallace D, Ginzler E, Khamashta M, Nived O, Jönsen A, Steinsson K, Manzi S, Kalunian K, Dooley MA, Petri M, Aranow C, van Vollenhoven R, Stoll T, Alarcón GS, Lim SS, Ruiz-Irastorza G, Peschken CA, Askanase AD, Kamen DL, İnanç M, Ramsey-Goldman R, Bruce IN. Lower vitamin D is associated with metabolic syndrome and insulin resistance in systemic lupus: data from an international inception cohort. Rheumatology (Oxford) 2021; 60:4737-4747. [PMID: 33555325 DOI: 10.1093/rheumatology/keab090] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 01/07/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Vitamin D (25(OH)D) deficiency and metabolic syndrome (MetS) may both contribute to increased cardiovascular risk in systemic lupus erythematosus (SLE). We aimed to examine the association of demographic factors, SLE phenotype, therapy and vitamin D levels with MetS and insulin resistance. METHODS The Systemic Lupus International Collaborating Clinics (SLICC) enrolled patients recently diagnosed with SLE (<15 months) from 33 centres across 11 countries from 2000. Clinical, laboratory and therapeutic data were collected. Vitamin D level was defined according to tertiles based on distribution across this cohort, which were set at T1 (10-36 nmol/l), T2 (37-60 nmol/l) and T3 (61-174 nmol/l). MetS was defined according to the 2009 consensus statement from the International Diabetes Federation. Insulin resistance was determined using the HOMA-IR model. Linear and logistic regressions were used to assess the association of variables with vitamin D levels. RESULTS Of the 1847 patients, 1163 (63%) had vitamin D measured and 398 (34.2%) subjects were in the lowest 25(OH)D tertile. MetS was present in 286 of 860 (33%) patients whose status could be determined. Patients with lower 25(OH)D were more likely to have MetS and higher HOMA-IR. The MetS components, hypertension, hypertriglyceridemia and decreased HDL were all significantly associated with lower 25(OH)D. Increased average glucocorticoid exposure was associated with higher insulin resistance. CONCLUSIONS MetS and insulin resistance are associated with lower vitamin D in patients with SLE. Further studies could determine whether vitamin D repletion confers better control of these cardiovascular risk factors and improve long-term outcomes in SLE.
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Affiliation(s)
- Christine Chew
- Lydia Becker Institute of Immunology and Inflammation, Manchester Collaborative Centre for Inflammation Research, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - John A Reynolds
- Sandwell and West Birmingham NHS Trust, Birmingham, UK.,Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | | | - Peggy Wu
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Murray Urowitz
- Toronto Western Hospital Centre for Prognosis Studies in the Rheumatic Diseases Toronto, ON, CAN
| | - Dafna D Gladman
- Toronto Western Hospital Centre for Prognosis Studies in the Rheumatic Diseases Toronto, ON, CAN
| | - Paul R Fortin
- Department of Rheumatology, Université Laval Faculté de médecine, Quebec, QC, CAN
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seongdong-gu, Seoul, KR
| | - Caroline Gordon
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Ann E Clarke
- Divisions of Clinical Immunology/Allergy and Clinical Epidemiology, University of Calgary Cumming School of Medicine, Calgary, AB, CAN
| | - Sasha Bernatsky
- Faculty of Medicine, Division of Rheumatology, McGill University, Montreal, QC, CAN
| | - John G Hanly
- Queen Elizabeth II Health Sciences Centre, Division of Rheumatology, Department of Medicine and Department of Pathology Halifax, NS, CAN
| | - David Isenberg
- Faculty of Medical Sciences, Division of Medicine, University College London, London, London, UK
| | - Anisur Rahman
- Faculty of Medical Sciences, Division of Medicine, University College London, London, London, UK
| | - Jorge Sanchez-Guerrero
- Toronto Western Hospital Centre for Prognosis Studies in the Rheumatic Diseases Toronto, ON, CAN
| | - Juanita Romero-Diaz
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Immunology and Rheumatology Tlalpan, DF, MX
| | - Joan Merrill
- Department of Clinical Pharmacology, Oklahoma Medical Research Foundation Arthritis and Clinical Immunology Research Program, Oklahoma City, OK, USA
| | | | - Ellen Ginzler
- Department of Medicine, SUNY Downstate Medical Center College of Medicine, Brooklyn, NY, USA
| | - Munther Khamashta
- Rayne Institute, St Thomas' Hospital, King's College London School of Medicine, London, London, UK
| | - Ola Nived
- Faculty of Medicine, Department of Clinical Sciences Lund, Section of Rheumatology, Lunds University, Lund, SE
| | - Andreas Jönsen
- Faculty of Medicine, Department of Clinical Sciences Lund, Section of Rheumatology, Lunds University, Lund, SE
| | - Kristjan Steinsson
- Department of Rheumatology, National University Hospital of Iceland, Reykjavik, Capital, IS
| | - Susan Manzi
- Allegheny Health Network, Lupus Center of Excellence, Pittsburgh, PA, USA
| | - Ken Kalunian
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Mary Anne Dooley
- University of North Carolina at Chapel Hill, Division of Rheumatology and Immunology, Department of Medicine, Chapel Hill, NC, USA
| | - Michelle Petri
- Department of Rheumatology, Johns Hopkins University School of Medicine Center for Musculoskeletal Research, Baltimore, MD, USA
| | - Cynthia Aranow
- Northwell Health Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | | | - Thomas Stoll
- Department of Rheumatology, Kantonsspital Schaffhausen, Schaffhausen, Schaffhausen, CH
| | - Graciela S Alarcón
- Department of Medicine, Division of Clinical Immunology and Rheumatology, The University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - S Sam Lim
- Division of Rheumatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Guillermo Ruiz-Irastorza
- Hospital Universitario Cruces, Autoimmune Diseases Units, Biocruces Bizkaia Health Research Institute, Barakaldo, País Vasco, ES
| | | | - Anca D Askanase
- Columbia University Irving Medical Center, New York, NY, USA
| | - Diane L Kamen
- Columbia University Irving Medical Center, New York, NY, USA
| | - Murat İnanç
- Faculty of Medicine, Department of Internal Medicine, Division of Rheumatology, Istanbul University Istanbul, Istanbul, Istanbul, TR
| | | | - Ian N Bruce
- Manchester University NHS Foundation Trust, NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, Greater Manchester, UK.,Versus Arthritis Centre for Epidemiology, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK
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44
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Ramsey-Goldman R, Alexander RV, Conklin J, Arriens C, Narain S, Massarotti EM, Wallace DJ, Collins CE, Saxena A, Putterman C, Brady K, Kalunian KC, Weinstein A. A Multianalyte Assay Panel With Cell-Bound Complement Activation Products Predicts Transition of Probable Lupus to American College of Rheumatology-Classified Lupus. ACR Open Rheumatol 2021; 3:116-123. [PMID: 33538130 PMCID: PMC7882535 DOI: 10.1002/acr2.11219] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 12/22/2020] [Indexed: 12/01/2022] Open
Abstract
Objective To evaluate the usefulness of biomarkers to predict the evolution of patients suspected of systemic lupus erythematosus (SLE), designated as probable SLE (pSLE), into classifiable SLE according to the American College of Rheumatology (ACR) classification criteria. Methods Patients suspected of SLE were enrolled by lupus experts if they fulfilled three ACR criteria for SLE and were followed for approximately 1‐3 years to evaluate transition into ACR‐classifiable SLE. Individual cell‐bound complement activation products (CB‐CAPs), serum complement proteins (C3 and C4), and autoantibodies were measured by flow cytometry, turbidimetry, and enzyme‐linked immunosorbent assay, respectively. Blood levels of hydroxychloroquine (HCQ) were measured by mass spectrometry. A multianalyte assay panel (MAP), which includes CB‐CAPs, was also evaluated. A MAP of greater than 0.8 reflected the optimal cutoff for transition to SLE. Time to fulfillment of ACR criteria was evaluated by Kaplan‐Meier analysis and Cox proportional hazards model. Results Of the 92 patients with pSLE enrolled, 74 had one or two follow‐up visits 9‐35 months after enrollment for a total of 128 follow‐up visits. Overall, 28 patients with pSLE (30.4%) transitioned to ACR‐classifiable SLE, including 16 (57%) in the first year and 12 (43%) afterwards. A MAP score of greater than 0.8 at enrollment predicted transition to classifiable SLE during the follow‐up period (hazard ratio = 2.72; P = 0.012), whereas individual biomarkers or fulfillment of Systemic Lupus International Collaborating Clinics criteria did not. HCQ therapy was not associated with the prevention of transition to SLE. Conclusion Approximately one‐third of patients with pSLE transitioned within the study period. MAP of greater than 0.8 predicted disease evolution into classifiable SLE.
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Affiliation(s)
| | | | | | | | - Sonali Narain
- Hofstra Northwell School of Medicine, Great Neck, New York
| | | | | | | | - Amit Saxena
- New York University School of Medicine, New York
| | - Chaim Putterman
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, New York, Azrieli School of Medicine, Safed, Israel, and Galillee Medical Center, Nahariya, Israel
| | | | | | - Arthur Weinstein
- Exagen, Inc, Vista, California, and Loma Linda University, Loma Linda, California
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45
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Feldman CH, Speyer C, Ashby R, L Bermas B, Bhattacharyya S, Chakravarty E, Everett B, Ferucci E, Hersh AO, Marty FM, Merola JF, Ramsey-Goldman R, Rovin BH, Son MB, Tarter L, Waikar S, Yazdany J, Weissman JS, Costenbader KH. Development of a Set of Lupus-Specific, Ambulatory Care-Sensitive, Potentially Preventable Adverse Conditions: A Delphi Consensus Study. Arthritis Care Res (Hoboken) 2021; 73:146-157. [PMID: 31628721 DOI: 10.1002/acr.24095] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/15/2019] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Individuals with systemic lupus erythematosus (SLE) are at high risk for infections and SLE- and medication-related complications. The present study was undertaken to define a set of SLE-specific adverse outcomes that could be prevented, or their complications minimized, if timely, effective ambulatory care had been received. METHODS We used a modified Delphi process beginning with a literature review and key informant interviews to select initial SLE-specific potentially preventable conditions. We assembled a panel of 16 nationally recognized US-based experts from 8 subspecialties. Guided by the RAND-UCLA Appropriateness Method, we held 2 survey rounds with controlled feedback and an interactive webinar to reach consensus regarding preventability and importance on a population level for a set of SLE-specific adverse conditions. In a final round, the panelists endorsed the potentially preventable conditions. RESULTS Thirty-five potential conditions were initially proposed; 62 conditions were ultimately considered during the Delphi process. The response rate was 100% for both survey rounds, 88% for the webinar, and 94% for final approval. The 25 SLE-specific conditions meeting consensus as potentially preventable and important on a population level fell into 4 categories: vaccine-preventable illnesses (6 conditions), medication-related complications (8 conditions), reproductive health-related complications (6 conditions), and SLE-related complications (5 conditions). CONCLUSION We reached consensus on a diverse set of adverse outcomes relevant to SLE patients that may be preventable if patients receive high-quality ambulatory care. This set of outcomes may be studied at the health system level to determine how to best allocate resources and improve quality to reduce avoidable outcomes and disparities among those at highest risk.
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Affiliation(s)
- Candace H Feldman
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Cameron Speyer
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Rachel Ashby
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | | | - Brendan Everett
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | - Francisco M Marty
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Joseph F Merola
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Brad H Rovin
- Ohio State University Wexner Medical Center, Columbus
| | - Mary Beth Son
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Laura Tarter
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Sushrut Waikar
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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46
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Leatherwood C, Canessa P, Cuevas K, Freeman E, Feldman CH, Ramsey-Goldman R. Community-Engaged Research: Leveraging Community-Academic Partnerships to Reduce Disparities and Inequities in Lupus Care. Rheum Dis Clin North Am 2021; 47:109-118. [PMID: 34042050 DOI: 10.1016/j.rdc.2020.09.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Community-engaged research is an effective tool to address health care disparities and inequities in lupus care. Community-based participatory research allows the highest degree of community engagement, but may be limited by the challenges associated with long-term funding and implementation. Community-academic partnerships are a feasible way to allow for varying degrees of community engagement and develop sustainable infrastructure. Two examples of community-engaged research in rheumatology are MONARCAS and Lupus Conversations.
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Affiliation(s)
| | - Patricia Canessa
- Lupus Outreach and Clinical Trials Education Program, Northwestern University Feinberg School of Medicine, 675 N St Clair, Chicago, IL 60611, USA
| | - Karen Cuevas
- Illinois Department of Public Health, Office of Health Promotion, 122 S. Michigan Avenue, Chicago, IL 60603, USA
| | - Elmer Freeman
- Northeastern University, Center for Community Health Education Research and Service, Inc, 360 Huntington Avenue, 222 YMC, Boston, MA 02115-5005, USA
| | - Candace H Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 60 Fenwood Road, Boston, MA 02115, USA
| | - Rosalind Ramsey-Goldman
- Medicine/Rheumatology, Northwestern University, Ste 14-100, 675 N. St. Clair St, Galter Pavilion, Chicago, IL 60611, USA
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47
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Woodruff TK, Ataman-Millhouse L, Acharya KS, Almeida-Santos T, Anazodo A, Anderson RA, Appiah L, Bader J, Becktell K, Brannigan RE, Breech L, Bourlon MT, Bumbuliene Ž, Burns K, Campo-Engelstein L, Campos JR, Centola GM, Chehin MB, Chen D, De Vos M, Duncan FE, El-Damen A, Fair D, Famuyiwa Y, Fechner PY, Fontoura P, Frias O, Gerkowicz SA, Ginsberg J, Gracia CR, Goldman K, Gomez-Lobo V, Hazelrigg B, Hsieh MH, Hoyos LR, Hoyos-Martinez A, Jach R, Jassem J, Javed M, Jayasinghe Y, Jeelani R, Jeruss JS, Kaul-Mahajan N, Keim-Malpass J, Ketterl TG, Khrouf M, Kimelman D, Kusuhara A, Kutteh WH, Laronda MM, Lee JR, Lehmann V, Letourneau JM, McGinnis LK, McMahon E, Meacham LR, Mijangos MFV, Moravek M, Nahata L, Ogweno GM, Orwig KE, Pavone ME, Peccatori FA, Pesce RI, Pulaski H, Quinn G, Quintana R, Quintana T, de Carvalho BR, Ramsey-Goldman R, Reinecke J, Reis FM, Rios J, Rhoton-Vlasak AS, Rodriguez-Wallberg KA, Roeca C, Rotz SJ, Rowell E, Salama M, Saraf AJ, Scarella A, Schafer-Kalkhoff T, Schmidt D, Senapati S, Shah D, Shikanov A, Shnorhavorian M, Skiles JL, Smith JF, Smith K, Sobral F, Stimpert K, Su HI, Sugimoto K, Suzuki N, Thakur M, Victorson D, Viale L, Vitek W, Wallace WH, Wartella EA, Westphal LM, Whiteside S, Wilcox LH, Wyns C, Xiao S, Xu J, Zelinski M. A View from the past into our collective future: the oncofertility consortium vision statement. J Assist Reprod Genet 2021; 38:3-15. [PMID: 33405006 PMCID: PMC7786868 DOI: 10.1007/s10815-020-01983-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 10/14/2020] [Indexed: 02/07/2023] Open
Abstract
Purpose Today, male and female adult and pediatric cancer patients, individuals transitioning between gender identities, and other individuals facing health extending but fertility limiting treatments can look forward to a fertile future. This is, in part, due to the work of members associated with the Oncofertility Consortium. Methods The Oncofertility Consortium is an international, interdisciplinary initiative originally designed to explore the urgent unmet need associated with the reproductive future of cancer survivors. As the strategies for fertility management were invented, developed or applied, the individuals for who the program offered hope, similarly expanded. As a community of practice, Consortium participants share information in an open and rapid manner to addresses the complex health care and quality-of-life issues of cancer, transgender and other patients. To ensure that the organization remains contemporary to the needs of the community, the field designed a fully inclusive mechanism for strategic planning and here present the findings of this process. Results This interprofessional network of medical specialists, scientists, and scholars in the law, medical ethics, religious studies and other disciplines associated with human interventions, explore the relationships between health, disease, survivorship, treatment, gender and reproductive longevity. Conclusion The goals are to continually integrate the best science in the service of the needs of patients and build a community of care that is ready for the challenges of the field in the future.
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Affiliation(s)
- Teresa K Woodruff
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Lauren Ataman-Millhouse
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Kelly S Acharya
- Department of Obstetrics and Gynecology, Division of Reproductive Endocrinology, Duke Fertility Center, Durham, NC, USA
| | - Teresa Almeida-Santos
- Reproductive Medicine Unit, Coimbra Hospital and University Centre, Coimbra, Portugal.,Clinical Academic Center of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Antoinette Anazodo
- Kids Cancer Centre, Sydney Children's Hospital, Nelune Comprehensive Cancer Centre, Sydney, Australia.,Prince of Wales Hospital, Sydney, Australia.,School of Women's and Children's Health, University of New South Wales, Sydney, Australia
| | - Richard A Anderson
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, Scotland, UK
| | - Leslie Appiah
- Department of Obstetrics and Gynecology, The University of Colorado School of Medicine, Aurora, CO, USA
| | - Joy Bader
- ReproTech, Ltd., Saint Paul, MN, USA
| | | | - Robert E Brannigan
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Lesley Breech
- Department of Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Maria T Bourlon
- Hemato-Oncology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Žana Bumbuliene
- Clinic of Obstetrics and Gynecology, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Karen Burns
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.,Division of Oncology, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Lisa Campo-Engelstein
- Institute for the Medical Humanities, Department of Preventive Medicine and Population Health, University of Texas Medical Branch, Galveston, TX, USA
| | | | - Grace M Centola
- Dadi, Inc., Brooklyn, NY, USA.,Phoenix Sperm Bank of Seattle Sperm Bank, Phoenix, AZ, USA.,New England Cryogenic Center/New England Cord Blood Bank, Marlborough, MA, USA
| | | | - Diane Chen
- Potocsnak Family Division of Adolescent and Young Adult Medicine and Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Departments of Psychiatry and Behavioral Sciences, and Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michel De Vos
- Centre for Reproductive Medicine, UZ Brussel, Brussels, Belgium.,Follicle Biology Laboratory (FOBI), Vrije Universiteit Brussel, Brussels, Belgium.,Department of Obstetrics, Gynecology, Perinatology and Reproductology, Institute of Professional Education, Sechenov University, Moscow, Russia
| | - Francesca E Duncan
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ahmed El-Damen
- IVIRMA Middle East Fertility Clinic, Abu Dhabi, United Arab Emirates.,Division of Embryology and Comparative Anatomy, Faculty of Science, Cairo University, Giza, Egypt
| | - Douglas Fair
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Utah, Primary Children's Hospital, Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Yemi Famuyiwa
- Montgomery Fertility Center, Rockville, MD, USA.,Department of Obstetrics and Gynecology, George Washington University School of Medicine, Washington, DC, USA
| | - Patricia Y Fechner
- Department of Pediatrics, Division of Endocrinology, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | | | - Olivia Frias
- Department of Obstetrics and Gynecology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | | | - Jill Ginsberg
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Clarisa R Gracia
- Division of Reproductive Endocrinology & Infertility, University of Pennsylvania, Philadelphia, PA, USA
| | - Kara Goldman
- Department of Obstetrics and Gynecology, Reproductive Endocrinology and Infertility, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Veronica Gomez-Lobo
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | | | - Michael H Hsieh
- Department of Urology, George Washington University, Washington, DC, USA
| | - Luis R Hoyos
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, University of California, Los Angeles, CA, USA
| | - Alfonso Hoyos-Martinez
- Department of Pediatrics, Section of Pediatric Diabetes and Endocrinology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Robert Jach
- Department of Obstetrics and Gynecology, Medical College Jagiellonian University, Krakow, Poland
| | - Jacek Jassem
- Department of Oncology and Radiotherapy, Medical University of Gdansk, Gdansk, Poland
| | - Murid Javed
- OriginElle Fertility Clinic and Women's Health Centre, Ottawa, ON, Canada
| | - Yasmin Jayasinghe
- Department of Obstetrics & Gynaecology Royal Women's Hospital, University of Melbourne, Royal Children's Hospital, Melbourne, Australia
| | - Roohi Jeelani
- Vios Fertility Institute, Chicago, IL, USA.,Department of Obstetrics and Gynecology, Wayne State School of Medicine, Detroit, MI, USA
| | - Jacqueline S Jeruss
- Departments of Surgery, Pathology, and Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Nalini Kaul-Mahajan
- Mother & Child Hospital, New Delhi, India.,Ferticity Fertility Clinics, New Delhi, India
| | - Jessica Keim-Malpass
- School of Nursing, University of Virginia, Charlottesville, VA, USA.,Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Tyler G Ketterl
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Washington, Seattle, WA, USA.,Cancer and Blood Disorders Center, Seattle Children's Hospital, Seattle, WA, USA
| | | | - Dana Kimelman
- Centro de Esterilidad Montevideo, Montevideo, Uruguay
| | - Atsuko Kusuhara
- Department of Obstetrics and Gynecology, The Jikei University School of Medicine, Tokyo, Japan
| | - William H Kutteh
- Department of Reproductive Endocrinology, Vanderbilt University School of Medicine, Nashville, TN, USA.,Department of Surgery, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Monica M Laronda
- Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jung Ryeol Lee
- Division of Reproductive Endocrinology, Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Fertility Preservation and Enhancement Research Laboratory, Seongnam, Korea
| | - Vicky Lehmann
- Department of Medical Psychology, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Joseph M Letourneau
- University of Utah Center for Reproductive Medicine, Salt Lake City, UT, USA
| | - Lynda K McGinnis
- Department of Obstetrics and Gynecology, University of Southern California, Los Angeles, CA, USA
| | - Eileen McMahon
- Sinai Health System, Mount Sinai Fertility, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Lillian R Meacham
- Department of Pediatrics, Aflac Cancer Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - Monserrat Fabiola Velez Mijangos
- Biology of Human Reproduction Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Molly Moravek
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA.,Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Leena Nahata
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - George Moses Ogweno
- Reproductive Endocrinology and Fertility, Department of Obstetrics and Gynecology, The Nairobi Hospital, Nairobi, Kenya.,Esis Health Services (EHS), Nairobi, Kenya
| | - Kyle E Orwig
- Department of Obstetrics, Gynecology and Reproductive Sciences, Magee-Womens Research Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Mary Ellen Pavone
- Department of Obstetrics and Gynecology, Reproductive Endocrinology and Infertility, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Fedro Alessandro Peccatori
- Fertility & Procreation Unit, Division of Gynecologic Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Romina Ileana Pesce
- Reproductive Medicine Unit, Obstetrics and Gynecology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Hanna Pulaski
- Department of Obstetrics, Gynecology and Reproductive Sciences, Magee-Womens Research Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Gwendolyn Quinn
- Departments of Obstetrics and Gynecology, Center for Medical Ethics, Population Health, Grossman School of Medicine, New York University, New York, NY, USA
| | | | | | | | - Rosalind Ramsey-Goldman
- Department of Medicine/Division of Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Fernando M Reis
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Julie Rios
- Department of Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Department of Obstetrics and Gynecology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Alice S Rhoton-Vlasak
- Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, FL, USA
| | - Kenny A Rodriguez-Wallberg
- Department of Reproductive Medicine, Karolinska University Hospital and Karolinska Institutet, Stockholm, Sweden
| | - Cassandra Roeca
- Division of Reproductive Endocrinology & Infertility, Department of Obstetrics & Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Seth J Rotz
- Department of Pediatric Hematology, Oncology, and Blood and Marrow Transplantation, Cleveland Clinic Children's Hospital, Cleveland, OH, USA
| | - Erin Rowell
- Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Mahmoud Salama
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Amanda J Saraf
- Riley Hospital for Children at Indiana University, Indianapolis, IN, USA
| | - Anibal Scarella
- Centro de Reproducción Humana, Facultad Medicina, Universidad de Valparaíso, Valparaíso, Chile.,Departamento de Obstetricia y Ginecología, Escuela de Medicina, Universidad de Valparaíso, Valparaíso, Chile
| | | | - Deb Schmidt
- Children's Hospital of Wisconsin, Milwaukee, WI, USA
| | - Suneeta Senapati
- Division of Reproductive Endocrinology & Infertility, University of Pennsylvania, Philadelphia, PA, USA
| | - Divya Shah
- Division of Reproductive Endocrinology & Infertility, University of Pennsylvania, Philadelphia, PA, USA
| | - Ariella Shikanov
- Department of Biomedical Engineering, Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Margarett Shnorhavorian
- Department of Urology, Division of Pediatric Urology, Seattle Children's Hospital, Seattle, University of Washington, Seattle, WA, USA
| | - Jodi L Skiles
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - James F Smith
- Department of Urology, University of California, San Francisco, San Francisco, CA, USA
| | - Kristin Smith
- Department of Obstetrics and Gynecology, Reproductive Endocrinology and Infertility, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Fabio Sobral
- Pregna Medicina Reproductiva, Buenos Aires, Argentina
| | - Kyle Stimpert
- Department of Hematology/Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - H Irene Su
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Diego, CA, USA
| | - Kouhei Sugimoto
- International Center for Reproductive Medicine, Dokkyo Medical University, Saitama Medical Center, Saitama, Japan
| | - Nao Suzuki
- Department of Obstetrics and Gynecology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Mili Thakur
- Reproductive Genomics Program, The Fertility Center, Grand Rapids, MI, USA.,Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, USA
| | - David Victorson
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Wendy Vitek
- Department of Urology, University of California, San Francisco, San Francisco, CA, USA.,Department of Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, NY, USA
| | - W Hamish Wallace
- Paediatric Oncology, University of Edinburgh & Royal Hospital for Sick Children, Edinburgh, Scotland, UK
| | - Ellen A Wartella
- Center on Media and Human Development, School of Communication, Northwestern University, Evanston, IL, USA
| | - Lynn M Westphal
- Department of Obstetrics and Gynecology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Stacy Whiteside
- Fertility & Reproductive Health Program, Department of Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, OH, USA
| | | | - Christine Wyns
- Cliniques universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Shuo Xiao
- Department of Pharmacology and Toxicology, Ernest Mario School of Pharmacy, Environmental Health Sciences Institute, Rutgers University, New Brunswick, NJ, USA
| | - Jing Xu
- Division of Reproductive & Developmental Sciences, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA.,Department of Obstetrics & Gynecology, School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Mary Zelinski
- Division of Reproductive & Developmental Sciences, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA.,Department of Obstetrics & Gynecology, School of Medicine, Oregon Health & Science University, Portland, OR, USA
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Barber MRW, Hanly JG, Su L, Urowitz MB, St Pierre Y, Romero-Diaz J, Gordon C, Bae SC, Bernatsky S, Wallace DJ, Merrill JT, Isenberg DA, Rahman A, Ginzler EM, Petri M, Bruce IN, Dooley MA, Fortin PR, Gladman DD, Sanchez-Guerrero J, Steinsson K, Ramsey-Goldman R, Khamashta MA, Aranow C, Mackay M, Alarcón GS, Manzi S, Nived O, Jönsen A, Zoma AA, van Vollenhoven RF, Ramos-Casals M, Ruiz-Irastorza G, Lim SS, Kalunian KC, Inanc M, Kamen DL, Peschken CA, Jacobsen S, Askanase A, Farewell V, Stoll T, Buyon J, Clarke AE. Economic Evaluation of Damage Accrual in an International Systemic Lupus Erythematosus Inception Cohort Using a Multistate Model Approach. Arthritis Care Res (Hoboken) 2020; 72:1800-1808. [PMID: 31609532 DOI: 10.1002/acr.24092] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 10/08/2019] [Indexed: 01/10/2023]
Abstract
OBJECTIVE There is a paucity of data regarding health care costs associated with damage accrual in systemic lupus erythematosus. The present study was undertaken to describe costs associated with damage states across the disease course using multistate modeling. METHODS Patients from 33 centers in 11 countries were enrolled in the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort within 15 months of diagnosis. Annual data on demographics, disease activity, damage (SLICC/American College of Rheumatology Damage Index [SDI]), hospitalizations, medications, dialysis, and selected procedures were collected. Ten-year cumulative costs (Canadian dollars) were estimated by multiplying annual costs associated with each SDI state by the expected state duration using a multistate model. RESULTS A total of 1,687 patients participated; 88.7% were female, 49.0% were white, mean ± SD age at diagnosis was 34.6 ± 13.3 years, and mean time to follow-up was 8.9 years (range 0.6-18.5 years). Mean annual costs were higher for those with higher SDI scores as follows: $22,006 (Canadian) (95% confidence interval [95% CI] $16,662, $27,350) for SDI scores ≥5 versus $1,833 (95% CI $1,134, $2,532) for SDI scores of 0. Similarly, 10-year cumulative costs were higher for those with higher SDI scores at the beginning of the 10-year interval as follows: $189,073 (Canadian) (95% CI $142,318, $235,827) for SDI scores ≥5 versus $21,713 (95% CI $13,639, $29,788) for SDI scores of 0. CONCLUSION Patients with the highest SDI scores incur 10-year cumulative costs that are ~9-fold higher than those with the lowest SDI scores. By estimating the damage trajectory and incorporating annual costs, data on damage can be used to estimate future costs, which is critical knowledge for evaluating the cost-effectiveness of novel therapies.
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Affiliation(s)
| | - John G Hanly
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Li Su
- University of Cambridge, Cambridge, UK
| | - Murray B Urowitz
- Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Yvan St Pierre
- Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | | | | | - Sang-Cheol Bae
- Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | | | - Daniel J Wallace
- Cedars-Sinai Medical Center and University of California, Los Angeles
| | | | | | | | - Ellen M Ginzler
- State University of New York Downstate Medical Center, Brooklyn
| | - Michelle Petri
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ian N Bruce
- Manchester Academic Health Sciences Centre, University of Manchester and Central Manchester University Hospitals National Health Service Foundation Trust, Manchester, UK
| | | | - Paul R Fortin
- CHU de Québec, Université Laval, Quebec City, Quebec, Canada
| | - Dafna D Gladman
- Toronto Western Hospital and University of Toronto, Toronto, Ontario, Canada
| | | | | | | | | | - Cynthia Aranow
- Feinstein Institutes for Medical Research, Manhasset, New York
| | - Meggan Mackay
- Feinstein Institutes for Medical Research, Manhasset, New York
| | | | - Susan Manzi
- University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | | | - Asad A Zoma
- Hairmyres Hospital, East Kilbride, Scotland, UK
| | | | | | | | | | | | | | | | | | - Søren Jacobsen
- Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anca Askanase
- Hospital for Joint Diseases, New York University Seligman Center for Advanced Therapeutics, New York, New York
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49
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Lima K, Phillip CR, Williams J, Peterson J, Feldman CH, Ramsey-Goldman R. Factors Associated With Participation in Rheumatic Disease-Related Research Among Underrepresented Populations: A Qualitative Systematic Review. Arthritis Care Res (Hoboken) 2020; 72:1481-1489. [PMID: 31350805 DOI: 10.1002/acr.24036] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 07/23/2019] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Nonwhite racial/ethnic groups remain underrepresented in rheumatic disease-related research, despite being disproportionately affected by these disorders. Our objective was to systematically review the literature regarding underrepresented patients' perceptions of participation in rheumatic disease research and to develop strategies to improve diversity. METHODS A systematic search of Embase, PubMed/Medline, PsycINFO, and Cochrane was performed through October 2018. Two independent reviewers identified 642 unique studies; 7 met inclusion criteria (peer-reviewed articles, published in English in the last 20 years, adult population, and with a focus on underrepresented patients' participation in rheumatic research). Five coauthors provided final approval of included articles. Data abstraction was performed, and common themes and key differences were determined and adjudicated. RESULTS The 7 articles included (n = 1,892 patients, range per article 20-961) evaluated factors associated with research participation of underrepresented populations. Five articles were related to lupus and 2 to rheumatoid arthritis, and 5 focused on African American patients and 1 on Hispanic patients. Five of the studies provided quantitative data through surveys (n = 3) and chart review (n = 2), while 2 used qualitative analyses. Key themes regarding underrepresented patients' perceptions of participating in research included: 1) the importance of trust in the patient- physician relationship, 2) the understanding of heterogeneity within and between ethnic groups, 3) the need for authentic academic-community partnerships, and 4) the implications of strict inclusion criteria on study participant diversity. CONCLUSION Limited evidence exists regarding underrepresented patients' attitudes toward research participation in rheumatology, and further investigation is warranted. The themes identified provide a starting point for future interventions that promote increased diversity in rheumatic disease-related research studies.
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Affiliation(s)
- Kaitlin Lima
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | | | - Jonna Peterson
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
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50
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Touma Z, Cervera R, Brinks R, Lorenzoni V, Tani C, Hoyer BF, Costenbader KH, Sebastiani GD, Navarra SV, Bonfa E, Ramsey-Goldman R, Tedeschi SK, Dörner T, Johnson SR, Aringer M, Mosca M. Associations Between Classification Criteria Items in Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2020; 72:1820-1826. [PMID: 31560454 DOI: 10.1002/acr.24078] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 09/24/2019] [Indexed: 01/25/2023]
Abstract
OBJECTIVE A project aimed at developing new classification criteria for systemic lupus erythematosus (SLE) is based on weighted criteria that include both laboratory and clinical items. Combinations of certain symptoms may occur commonly in SLE, which provides an argument against independently counting these items. The current study was undertaken to evaluate the interrelationship between candidate criteria items in the International Early SLE cohort and in the Euro-Lupus cohort. METHODS The International Early SLE cohort included 389 patients, who were diagnosed within 3 years prior to the study. Data on the ACR's 1997 update of the SLE revised criteria, the Systemic Lupus International Collaborating Clinics 2012 criteria, and on 30 additional items were collected. To evaluate the interrelationship of the criteria, a tetrachoric correlation was used to assess the degree of association between different manifestations in the same organ system. The correlations identified in the International Early SLE cohort were validated in the Euro-Lupus cohort. RESULTS A few relevant correlations were observed among specific clinical cutaneous manifestations (in particular, malar rash correlated with photosensitivity, alopecia, and oral ulcers) and serologic manifestations (anti-Sm and anti-double-stranded DNA and anti-RNA polymerase, anti-Ro and anti-La, and antiphospholipid antibodies), and these results were validated in the Euro-Lupus cohort. The associations within the mucocutaneous domain, hematologic and the specific autoantibodies suggest that within a single domain only the highest ranking item should be counted to avoid overrepresentation. CONCLUSION Some of the candidate SLE criteria cluster within domains. Given these interrelationships, multiple criteria within a domain should not be independently counted. These results are important to consider for the structure of new SLE classification criteria.
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Affiliation(s)
- Zahi Touma
- University of Toronto, Toronto, Ontario, Canada
| | | | | | | | | | - Bimba F Hoyer
- University Hospital Schleswig-Holstein, Kiel, Germany
| | | | | | | | - Eloisa Bonfa
- Hospital das Clínicas and Universidade de São Paulo, São Paulo, Brazil
| | | | - Sara K Tedeschi
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Thomas Dörner
- Charité University Medicine Berlin and Deutsches Rheuma-Forschungszentrum, Berlin, Germany
| | - Sindhu R Johnson
- Toronto Western Hospital, Mount Sinai Hospital, and University of Toronto, Toronto, Ontario, Canada
| | - Martin Aringer
- University Medical Center and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
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