Francesco Del Galdo, Alain Lescoat, Philip G Conaghan, Eugenia Bertoldo, Jelena Čolić, Tânia Santiago, Yossra A Suliman, Marco Matucci-Cerinic, Armando Gabrielli, Oliver Distler, Anna-Maria Hoffmann-Vold, Ivan Castellví, Alexandra Balbir-Gurman, Madelon Vonk, Lidia Ananyeva, Simona Rednic, Anna Tarasova, Pedrag Ostojic, Vladimira Boyadzhieva, Khadija El Aoufy, Sue Farrington, Ilaria Galetti, Christopher P Denton, Otylia Kowal-Bielecka, Ulf Mueller-Ladner, Yannick Allanore
Objectives: To update the 2017 European Alliance of Associations for Rheumatology (EULAR) recommendations for treatment of systemic sclerosis (SSc), incorporating new evidence and therapies.
Methods: An international task force was convened in line with EULAR standard operating procedures. A nominal group technique exercise was performed in two rounds to define questions underpinning a subsequent systematic literature review. The evidence derived was discussed and overarching principles, recommendations and future research agenda were iteratively developed with voting rounds.
Results: The task force agreed on 22 recommendations covering 8 clinical/organ domains including Raynaud's phenomenon, digital ulcers, pulmonary arterial hypertension, scleroderma renal crisis, skin fibrosis, interstitial lung disease (ILD), gastrointestinal manifestations and arthritis. Most new recommendations are related to skin fibrosis and ILD. These included novel recommendations for the use of mycophenolate mofetil, nintedanib, rituximab and tocilizumab for the treatment of these crucial disease manifestations. The recommendations also included first-line and second-line interventions, providing increased utility for rheumatology practitioners. Important additions to the future research agenda included consideration of novel interventions for the management of vascular, musculoskeletal and gastrointestinal manifestations and calcinosis, as well as for the local management of digital ulcers.
Conclusion: These updated recommendations include the first set of synthetic and biological targeted therapies recommended for key fibrotic manifestations of SSc as well as first-line combination treatment for newly diagnosed pulmonary artery hypertension and prioritise a new research agenda for the coming years.
{"title":"EULAR recommendations for the treatment of systemic sclerosis: 2023 update.","authors":"Francesco Del Galdo, Alain Lescoat, Philip G Conaghan, Eugenia Bertoldo, Jelena Čolić, Tânia Santiago, Yossra A Suliman, Marco Matucci-Cerinic, Armando Gabrielli, Oliver Distler, Anna-Maria Hoffmann-Vold, Ivan Castellví, Alexandra Balbir-Gurman, Madelon Vonk, Lidia Ananyeva, Simona Rednic, Anna Tarasova, Pedrag Ostojic, Vladimira Boyadzhieva, Khadija El Aoufy, Sue Farrington, Ilaria Galetti, Christopher P Denton, Otylia Kowal-Bielecka, Ulf Mueller-Ladner, Yannick Allanore","doi":"10.1136/ard-2024-226430","DOIUrl":"10.1136/ard-2024-226430","url":null,"abstract":"<p><strong>Objectives: </strong>To update the 2017 European Alliance of Associations for Rheumatology (EULAR) recommendations for treatment of systemic sclerosis (SSc), incorporating new evidence and therapies.</p><p><strong>Methods: </strong>An international task force was convened in line with EULAR standard operating procedures. A nominal group technique exercise was performed in two rounds to define questions underpinning a subsequent systematic literature review. The evidence derived was discussed and overarching principles, recommendations and future research agenda were iteratively developed with voting rounds.</p><p><strong>Results: </strong>The task force agreed on 22 recommendations covering 8 clinical/organ domains including Raynaud's phenomenon, digital ulcers, pulmonary arterial hypertension, scleroderma renal crisis, skin fibrosis, interstitial lung disease (ILD), gastrointestinal manifestations and arthritis. Most new recommendations are related to skin fibrosis and ILD. These included novel recommendations for the use of mycophenolate mofetil, nintedanib, rituximab and tocilizumab for the treatment of these crucial disease manifestations. The recommendations also included first-line and second-line interventions, providing increased utility for rheumatology practitioners. Important additions to the future research agenda included consideration of novel interventions for the management of vascular, musculoskeletal and gastrointestinal manifestations and calcinosis, as well as for the local management of digital ulcers.</p><p><strong>Conclusion: </strong>These updated recommendations include the first set of synthetic and biological targeted therapies recommended for key fibrotic manifestations of SSc as well as first-line combination treatment for newly diagnosed pulmonary artery hypertension and prioritise a new research agenda for the coming years.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142405959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chunmei Wu, Shan Jiang, Zechuan Chen, Teng Li, Xixi Gu, Min Dai, Fang Du, Yan Ye, Longhai Tang, Mingyuan Wang, Xiaodong Wang, Ting Li, Shuang Ye, Chunde Bao, Xiaoming Zhang, Qiong Fu
Objectives: B and T cells constitute the majority of infiltrating lymphocytes in the kidney and represent the local perpetrators in lupus nephritis (LN), but the underlying pathogenic mechanisms are not well elucidated. The aim of this study is to explore the kidney-specific adaptive immune landscape in patients with active LN at the single-cell level.
Methods: We performed single-cell RNA/B cell receptor (BCR)/T cell receptor (TCR) sequencing analysis on sorting-purified B and T cells from the kidney and paired peripheral blood of patients with active LN, and the periphery of matched controls. Flow cytometry, Assay for Transposase Accessible-sequencing, multiplexed immunohistochemistry and functional studies were performed to validate the transcriptomic results.
Results: High infiltrations of intrarenal atypical B cells (ABCs) and antibody-secreting cells (ASCs) were identified in the B cell compartment. The single-cell BCR repertoire analysis revealed strong clonal expansion of intrarenal ASCs dominated by IGHG1 and IGHG3 isotypes, accompanied by lower frequencies of heavy-chain and light-chain somatic mutations, compared with the peripheral ASCs. Notably, a unique expansion of IGHG4-59 and clonal overlap between ABCs and ASCs was found in kidney-specific clonotypes. In the T cell compartment, we identified granzyme K (GZMK)+ CD8 T cells as the dominant kidney-associated T cells which shared inflammation- and stress-related gene pathways with ABCs. Intrarenal GZMK+ CD8 T cells highly expressed IFNG and displayed strong communication with ABCs via the type II interferon (IFN) pathway. Intrarenal GZMK+ CD8 T cells and ABCs were largely co-localised within the tertiary lymphoid structure, and GZMK+ CD8 T cells potentially contributed to the differentiation of ABCs via IFN-γ and interleukin-21.
Conclusions: Our study revealed a potent extrafollicular B cell response linked with overactivation of GZMK+ CD8 T cells in the kidney of patients with LN, which may lead to innovative treatments for LN.
目的:B细胞和T细胞占肾脏浸润淋巴细胞的大多数,是狼疮肾炎(LN)的局部致病因子,但其潜在的致病机制尚未得到很好的阐明。本研究旨在从单细胞水平探讨活动性狼疮肾炎患者肾脏特异性适应性免疫格局:我们对活动性 LN 患者肾脏和配对外周血中的分拣纯化 B 细胞和 T 细胞以及配对对照组的外周血进行了单细胞 RNA/B 细胞受体(BCR)/T 细胞受体(TCR)测序分析。为验证转录组学结果,还进行了流式细胞术、转座酶可及测序、多重免疫组化和功能研究:结果:在B细胞区发现了大量肾内非典型B细胞(ABC)和抗体分泌细胞(ASC)。单细胞BCR谱系分析显示,与外周ASCs相比,肾内ASCs以IGHG1和IGHG3同型为主,伴有较低频率的重链和轻链体细胞突变。值得注意的是,在肾脏特异性克隆中发现了IGHG4-59的独特扩增以及ABC和ASC之间的克隆重叠。在T细胞区系中,我们发现粒酶K(GZMK)+ CD8 T细胞是肾脏相关T细胞中的优势细胞,它们与ABCs共享炎症和应激相关基因通路。肾内GZMK+ CD8 T细胞高度表达IFNG,并通过II型干扰素(IFN)途径与ABC进行强有力的交流。肾上腺内GZMK+ CD8 T细胞和ABC在三级淋巴结构中大部分共定位,GZMK+ CD8 T细胞可能通过IFN-γ和白细胞介素-21促进了ABC的分化:我们的研究揭示了LN患者肾脏中与GZMK+ CD8 T细胞过度激活相关的强大的滤泡外B细胞反应,这可能会带来LN的创新治疗方法。
{"title":"Single-cell transcriptomics reveal potent extrafollicular B cell response linked with granzyme K<sup>+</sup> CD8 T cell activation in lupus kidney.","authors":"Chunmei Wu, Shan Jiang, Zechuan Chen, Teng Li, Xixi Gu, Min Dai, Fang Du, Yan Ye, Longhai Tang, Mingyuan Wang, Xiaodong Wang, Ting Li, Shuang Ye, Chunde Bao, Xiaoming Zhang, Qiong Fu","doi":"10.1136/ard-2024-225876","DOIUrl":"https://doi.org/10.1136/ard-2024-225876","url":null,"abstract":"<p><strong>Objectives: </strong>B and T cells constitute the majority of infiltrating lymphocytes in the kidney and represent the local perpetrators in lupus nephritis (LN), but the underlying pathogenic mechanisms are not well elucidated. The aim of this study is to explore the kidney-specific adaptive immune landscape in patients with active LN at the single-cell level.</p><p><strong>Methods: </strong>We performed single-cell RNA/B cell receptor (BCR)/T cell receptor (TCR) sequencing analysis on sorting-purified B and T cells from the kidney and paired peripheral blood of patients with active LN, and the periphery of matched controls. Flow cytometry, Assay for Transposase Accessible-sequencing, multiplexed immunohistochemistry and functional studies were performed to validate the transcriptomic results.</p><p><strong>Results: </strong>High infiltrations of intrarenal atypical B cells (ABCs) and antibody-secreting cells (ASCs) were identified in the B cell compartment. The single-cell BCR repertoire analysis revealed strong clonal expansion of intrarenal ASCs dominated by <i>IGHG1</i> and <i>IGHG3</i> isotypes, accompanied by lower frequencies of heavy-chain and light-chain somatic mutations, compared with the peripheral ASCs. Notably, a unique expansion of <i>IGHG4-59</i> and clonal overlap between ABCs and ASCs was found in kidney-specific clonotypes. In the T cell compartment, we identified granzyme K (GZMK)<sup>+</sup> CD8 T cells as the dominant kidney-associated T cells which shared inflammation- and stress-related gene pathways with ABCs. Intrarenal GZMK<sup>+</sup> CD8 T cells highly expressed <i>IFNG</i> and displayed strong communication with ABCs via the type II interferon (IFN) pathway. Intrarenal GZMK<sup>+</sup> CD8 T cells and ABCs were largely co-localised within the tertiary lymphoid structure, and GZMK<sup>+</sup> CD8 T cells potentially contributed to the differentiation of ABCs via IFN-γ and interleukin-21.</p><p><strong>Conclusions: </strong>Our study revealed a potent extrafollicular B cell response linked with overactivation of GZMK<sup>+</sup> CD8 T cells in the kidney of patients with LN, which may lead to innovative treatments for LN.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142456667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hayley Peters, Pratibha Potla, Jason S Rockel, Teodora Tockovska, Chiara Pastrello, Igor Jurisica, Keemo Delos Santos, Shabana Vohra, Noah Fine, Starlee Lively, Kim Perry, Nikita Looby, Sheng Han Li, Vinod Chandran, Katrina Hueniken, Paramvir Kaur, Anthony V Perruccio, Nizar N Mahomed, Raja Rampersaud, Khalid Syed, Eric Gracey, Roman Krawetz, Matthew B Buechler, Rajiv Gandhi, Mohit Kapoor
Objectives: In this study, we employ a multiomic approach to identify major cell types and subsets, and their transcriptomic profiles within the infrapatellar fat pad (IFP), and to determine differences in the IFP based on knee osteoarthritis (KOA), sex and obesity status.
Methods: Single-nucleus RNA sequencing of 82 924 nuclei from 21 IFPs (n=6 healthy control and n=15 KOA donors), spatial transcriptomics and bioinformatic analyses were used to identify contributions of the IFP to KOA. We mapped cell subclusters from other white adipose tissues using publicly available literature. The diversity of fibroblasts within the IFP was investigated by bioinformatic analyses, comparing by KOA, sex and obesity status. Metabolomics was used to further explore differences in fibroblasts by obesity status.
Results: We identified multiple subclusters of fibroblasts, macrophages, adipocytes and endothelial cells with unique transcriptomic profiles. Using spatial transcriptomics, we resolved distributions of cell types and their transcriptomic profiles and computationally identified putative cell-cell communication networks. Furthermore, we identified transcriptomic differences in fibroblasts from KOA versus healthy control donor IFPs, female versus male KOA-IFPs and obese versus normal body mass index (BMI) KOA-IFPs. Finally, using metabolomics, we defined differences in metabolite levels in supernatants of naïve, profibrotic stimuli-treated and proinflammatory stimuli-treated fibroblasts from obese compared to normal BMI KOA-IFPs.
Conclusions: Overall, by employing a multiomic approach, this study provides the first comprehensive map of the cellular and transcriptomic diversity of human IFP and identifies IFP fibroblasts as key cells contributing to transcriptomic and metabolic differences related to KOA disease, sex or obesity.
{"title":"Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis.","authors":"Hayley Peters, Pratibha Potla, Jason S Rockel, Teodora Tockovska, Chiara Pastrello, Igor Jurisica, Keemo Delos Santos, Shabana Vohra, Noah Fine, Starlee Lively, Kim Perry, Nikita Looby, Sheng Han Li, Vinod Chandran, Katrina Hueniken, Paramvir Kaur, Anthony V Perruccio, Nizar N Mahomed, Raja Rampersaud, Khalid Syed, Eric Gracey, Roman Krawetz, Matthew B Buechler, Rajiv Gandhi, Mohit Kapoor","doi":"10.1136/ard-2024-225928","DOIUrl":"10.1136/ard-2024-225928","url":null,"abstract":"<p><strong>Objectives: </strong>In this study, we employ a multiomic approach to identify major cell types and subsets, and their transcriptomic profiles within the infrapatellar fat pad (IFP), and to determine differences in the IFP based on knee osteoarthritis (KOA), sex and obesity status.</p><p><strong>Methods: </strong>Single-nucleus RNA sequencing of 82 924 nuclei from 21 IFPs (n=6 healthy control and n=15 KOA donors), spatial transcriptomics and bioinformatic analyses were used to identify contributions of the IFP to KOA. We mapped cell subclusters from other white adipose tissues using publicly available literature. The diversity of fibroblasts within the IFP was investigated by bioinformatic analyses, comparing by KOA, sex and obesity status. Metabolomics was used to further explore differences in fibroblasts by obesity status.</p><p><strong>Results: </strong>We identified multiple subclusters of fibroblasts, macrophages, adipocytes and endothelial cells with unique transcriptomic profiles. Using spatial transcriptomics, we resolved distributions of cell types and their transcriptomic profiles and computationally identified putative cell-cell communication networks. Furthermore, we identified transcriptomic differences in fibroblasts from KOA versus healthy control donor IFPs, female versus male KOA-IFPs and obese versus normal body mass index (BMI) KOA-IFPs. Finally, using metabolomics, we defined differences in metabolite levels in supernatants of naïve, profibrotic stimuli-treated and proinflammatory stimuli-treated fibroblasts from obese compared to normal BMI KOA-IFPs.</p><p><strong>Conclusions: </strong>Overall, by employing a multiomic approach, this study provides the first comprehensive map of the cellular and transcriptomic diversity of human IFP and identifies IFP fibroblasts as key cells contributing to transcriptomic and metabolic differences related to KOA disease, sex or obesity.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142387468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eleni Tiniakou, Alex Girgis, Tiara Siafei, Jemima Albayda, Brittany Adler, Julie J Paik, Christopher A Mecoli, Alison Rebman, Mark J Soloski, Lisa Christopher-Stine, Kellie N Smith, Antony Rosen, Andrew Lee Mammen, Erika Darrah
Background: Anti-3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR)-positive immune-mediated necrotising myopathy (IMNM) is characterised by the presence of IgG autoantibodies against HMGCR and a strong association with specific HLA-DR alleles. Although these findings implicate HMGCR-specific CD4+T-cells in the disease's pathogenesis, no such cells have been described. In this study, we aimed to identify and characterise HMGCR-reactive CD4+T-cells and assess their presence in affected muscle tissue from patients with anti-HMGCR+IMNM.
Methods: Peripheral blood mononuclear cells from patients with anti-HMGCR+IMNM (n=10) and dermatomyositis (DM; n=10) were stimulated with HMGCR protein and peptides identified using a natural antigen processing assay (NAPA; n=6). CD4+T-cell activation was assessed by CD154 upregulation via flow cytometry. T-cell receptor β(TCR) sequencing was performed on paired HMGCR-reactive T-cells and muscle biopsy tissue (n=5).
Results: CD4+T-cell responses to HMGCR protein were higher in patients with anti-HMGCR+IMNM compared with DM (median 0.06 vs 0.00, p=0.0059). These responses were enriched in Th1-Th17 cells, and when present, they positively correlated with anti-HMGCR antibody levels (r2=0.89, p=0.0012). NAPA revealed convergent presentation of seven HMGCR core peptides, with substantial overlap in the peptide repertoires between patients. These HMGCR peptides elicited robust CD4+T-cell responses, with 9/10 anti-HMGCR+IMNM patients responding to at least one peptide, compared with 1/10 DM (p=0.0003). Analysis of HMGCR-reactive TCRs β yielded antigen-reactive motifs that were enriched in muscle biopsies (projection score 0.03 vs 0.63, p=0.007).
Conclusion: HMGCR-antigen-reactive CD4+T-cells are present in the circulation and target tissue of patients with anti-HMGCR+IMNM, suggesting an active role for these cells in the pathogenesis of anti-HMGCR+IMNM.
{"title":"Precise identification and tracking of HMGCR-reactive CD4+ T cells in the target tissue of patients with anti-HMGCR immune-mediated necrotising myopathy.","authors":"Eleni Tiniakou, Alex Girgis, Tiara Siafei, Jemima Albayda, Brittany Adler, Julie J Paik, Christopher A Mecoli, Alison Rebman, Mark J Soloski, Lisa Christopher-Stine, Kellie N Smith, Antony Rosen, Andrew Lee Mammen, Erika Darrah","doi":"10.1136/ard-2024-225732","DOIUrl":"10.1136/ard-2024-225732","url":null,"abstract":"<p><strong>Background: </strong>Anti-3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR)-positive immune-mediated necrotising myopathy (IMNM) is characterised by the presence of IgG autoantibodies against HMGCR and a strong association with specific HLA-DR alleles. Although these findings implicate HMGCR-specific CD4<sup>+</sup>T-cells in the disease's pathogenesis, no such cells have been described. In this study, we aimed to identify and characterise HMGCR-reactive CD4<sup>+</sup>T-cells and assess their presence in affected muscle tissue from patients with anti-HMGCR+IMNM.</p><p><strong>Methods: </strong>Peripheral blood mononuclear cells from patients with anti-HMGCR+IMNM (n=10) and dermatomyositis (DM; n=10) were stimulated with HMGCR protein and peptides identified using a natural antigen processing assay (NAPA; n=6). CD4<sup>+</sup>T-cell activation was assessed by CD154 upregulation via flow cytometry. T-cell receptor β(TCR) sequencing was performed on paired HMGCR-reactive T-cells and muscle biopsy tissue (n=5).</p><p><strong>Results: </strong>CD4<sup>+</sup>T-cell responses to HMGCR protein were higher in patients with anti-HMGCR+IMNM compared with DM (median 0.06 vs 0.00, p=0.0059). These responses were enriched in Th1-Th17 cells, and when present, they positively correlated with anti-HMGCR antibody levels (r<sup>2</sup>=0.89, p=0.0012). NAPA revealed convergent presentation of seven HMGCR core peptides, with substantial overlap in the peptide repertoires between patients. These HMGCR peptides elicited robust CD4<sup>+</sup>T-cell responses, with 9/10 anti-HMGCR+IMNM patients responding to at least one peptide, compared with 1/10 DM (p=0.0003). Analysis of HMGCR-reactive TCRs β yielded antigen-reactive motifs that were enriched in muscle biopsies (projection score 0.03 vs 0.63, p=0.007).</p><p><strong>Conclusion: </strong>HMGCR-antigen-reactive CD4<sup>+</sup>T-cells are present in the circulation and target tissue of patients with anti-HMGCR+IMNM, suggesting an active role for these cells in the pathogenesis of anti-HMGCR+IMNM.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142405960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rebecca E Sadun, Jennifer C Cooper, Alexandre Belot, Tadej Avcin, Amita Aggarwal, Jenny Ainsworth, Alisha Akinsete, Stacy P Ardoin, Michael W Beresford, Lynette Bortey, Hermine I Brunner, Joyce C Chang, Coziana Ciurtin, Ashley Daftary, Barbara Eberhard, Candace H Feldman, Christian M Hedrich, Aimee O Hersh, Linda T Hiraki, David A Isenberg, Sylvia Kamphuis, Andrea M Knight, Lou Lambert, Deborah M Levy, Stephen D Marks, Naomi Maxwell, Angela Migowa, Katharine Moore, Seza Ozen, Rosalind Ramsey-Goldman, Angelo Ravelli, Bryce B Reeve, Tamar B Rubinstein, Claudia Saad-Magalhaes, Sujata Sawhney, Laura E Schanberg, Emily von Scheven, Christiaan Scott, Mary Beth Son, Gladys Tony, Elissa R Weitzman, Scott E Wenderfer, Alisha Woodside, Laura B Lewandowski, Eve Md Smith
Objectives: Childhood-onset systemic lupus erythematosus (cSLE), representing 15%-20% of individuals with SLE, has been difficult to study globally due to differences between registries. This initiative, supported by Childhood Arthritis Rheumatology Research Alliance (CARRA) and Paediatric Rheumatology European Society (PReS), aims to create Core and Expanded cSLE Datasets to standardise and enhance research worldwide.
Methods: 21 international cSLE experts and 4 patients participated in a Delphi process (questionnaires, 2 topic-specific focus groups and 3 virtual consensus meetings) to create 2 standardised cSLE datasets. The Core cSLE Dataset was designed to include data essential to meaningful clinical research across many settings. The Expanded cSLE Dataset was designed for centres able to consistently collect data to address broader research questions. Final data items for the Core and Expanded datasets were determined by consensus defined as >80% agreement) using an adapted nominal group technique and voting.
Results: The resulting Core cSLE Dataset contains 46 items, including demographics, clinical features, laboratory results, medications and significant adverse events. The Expanded cSLE Dataset adds 26 additional items and includes patient-reported outcomes. Consensus was also achieved regarding the frequency and time points for data collection: baseline, quarterly follow-up visits, annually and flare visits.
Conclusion: Standardised Core and Expanded cSLE Datasets for registry-based international cSLE research were defined through the consensus of global experts and patient/caregiver representatives, endorsed by CARRA and PReS. These datasets incorporate disease-specific and patient-specific features, optimised for diverse settings to facilitate international collaborative research for children and adolescents with SLE worldwide.
{"title":"Development of CARRA/PReS-endorsed consensus Core and Expanded Datasets in childhood-onset systemic lupus erythematosus for international registry-based research.","authors":"Rebecca E Sadun, Jennifer C Cooper, Alexandre Belot, Tadej Avcin, Amita Aggarwal, Jenny Ainsworth, Alisha Akinsete, Stacy P Ardoin, Michael W Beresford, Lynette Bortey, Hermine I Brunner, Joyce C Chang, Coziana Ciurtin, Ashley Daftary, Barbara Eberhard, Candace H Feldman, Christian M Hedrich, Aimee O Hersh, Linda T Hiraki, David A Isenberg, Sylvia Kamphuis, Andrea M Knight, Lou Lambert, Deborah M Levy, Stephen D Marks, Naomi Maxwell, Angela Migowa, Katharine Moore, Seza Ozen, Rosalind Ramsey-Goldman, Angelo Ravelli, Bryce B Reeve, Tamar B Rubinstein, Claudia Saad-Magalhaes, Sujata Sawhney, Laura E Schanberg, Emily von Scheven, Christiaan Scott, Mary Beth Son, Gladys Tony, Elissa R Weitzman, Scott E Wenderfer, Alisha Woodside, Laura B Lewandowski, Eve Md Smith","doi":"10.1136/ard-2024-226528","DOIUrl":"https://doi.org/10.1136/ard-2024-226528","url":null,"abstract":"<p><strong>Objectives: </strong>Childhood-onset systemic lupus erythematosus (cSLE), representing 15%-20% of individuals with SLE, has been difficult to study globally due to differences between registries. This initiative, supported by Childhood Arthritis Rheumatology Research Alliance (CARRA) and Paediatric Rheumatology European Society (PReS), aims to create Core and Expanded cSLE Datasets to standardise and enhance research worldwide.</p><p><strong>Methods: </strong>21 international cSLE experts and 4 patients participated in a Delphi process (questionnaires, 2 topic-specific focus groups and 3 virtual consensus meetings) to create 2 standardised cSLE datasets. The Core cSLE Dataset was designed to include data essential to meaningful clinical research across many settings. The Expanded cSLE Dataset was designed for centres able to consistently collect data to address broader research questions. Final data items for the Core and Expanded datasets were determined by consensus defined as >80% agreement) using an adapted nominal group technique and voting.</p><p><strong>Results: </strong>The resulting Core cSLE Dataset contains 46 items, including demographics, clinical features, laboratory results, medications and significant adverse events. The Expanded cSLE Dataset adds 26 additional items and includes patient-reported outcomes. Consensus was also achieved regarding the frequency and time points for data collection: baseline, quarterly follow-up visits, annually and flare visits.</p><p><strong>Conclusion: </strong>Standardised Core and Expanded cSLE Datasets for registry-based international cSLE research were defined through the consensus of global experts and patient/caregiver representatives, endorsed by CARRA and PReS. These datasets incorporate disease-specific and patient-specific features, optimised for diverse settings to facilitate international collaborative research for children and adolescents with SLE worldwide.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142387481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: The usefulness of methotrexate-polyglutamates (MTX-PGs) concentration for management of rheumatoid arthritis has been debated. We aimed to clarify the association of MTX-PGs concentration with efficacy and safety in MTX-naïve patients initiating MTX in a prospective interventional clinical trial.
Methods: The MIRACLE trial enrolled 300 MTX-naïve patients. Oral MTX was initiated and increased to the maximum tolerated dose by week 12. Patients who did not achieve remission according to the Simplified Disease Activity Index at week 24 were randomised to either the continued dose or reduced dose group and were started on subcutaneous adalimumab. We measured the concentrations of MTX-PGs in erythrocytes using liquid chromatography-tandem mass spectrometry and analysed the association of these concentrations with efficacy and safety.
Results: The mean concentration of total MTX-PGs increased with an increasing dose of MTX and continued to elevate for another 12 weeks after the dose was fixed. At week 24, the total MTX-PGs concentration was 110.5 (SD 43.8) nmol/L with MTX dose of 12.6 (3.0) mg/week (0.23 (0.07) mg/kg/week). During MTX monotherapy, the higher MTX-PGs concentration was an independent factor for lower disease activity; however, this association disappeared after adalimumab initiation in patients with continued MTX dose. Hepatotoxicity was related to the higher MTX-PGs concentration regardless of adalimumab use. The total MTX-PGs concentration was significantly elevated by lower estimated glomerular filtration rate, serum albumin and body mass index.
Conclusions: The MIRACLE trial demonstrated that higher total MTX-PGs concentration in erythrocytes is related to the higher efficacy and lower safety of MTX.
{"title":"Association of methotrexate polyglutamates concentration with methotrexate efficacy and safety in patients with rheumatoid arthritis treated with predefined dose: results from the MIRACLE trial.","authors":"Hiroya Tamai, Kei Ikeda, Toshiaki Miyamoto, Hiroaki Taguchi, Chang-Fu Kuo, Kichul Shin, Shintaro Hirata, Yutaka Okano, Shinji Sato, Hidekata Yasuoka, Masataka Kuwana, Tomonori Ishii, Hideto Kameda, Toshihisa Kojima, Yurie Nishi, Masahiko Mori, Hideaki Miyagishi, Genta Toshima, Yasunori Sato, Wen-Chan Tsai, Tsutomu Takeuchi, Yuko Kaneko","doi":"10.1136/ard-2024-226350","DOIUrl":"10.1136/ard-2024-226350","url":null,"abstract":"<p><strong>Objectives: </strong>The usefulness of methotrexate-polyglutamates (MTX-PGs) concentration for management of rheumatoid arthritis has been debated. We aimed to clarify the association of MTX-PGs concentration with efficacy and safety in MTX-naïve patients initiating MTX in a prospective interventional clinical trial.</p><p><strong>Methods: </strong>The MIRACLE trial enrolled 300 MTX-naïve patients. Oral MTX was initiated and increased to the maximum tolerated dose by week 12. Patients who did not achieve remission according to the Simplified Disease Activity Index at week 24 were randomised to either the continued dose or reduced dose group and were started on subcutaneous adalimumab. We measured the concentrations of MTX-PGs in erythrocytes using liquid chromatography-tandem mass spectrometry and analysed the association of these concentrations with efficacy and safety.</p><p><strong>Results: </strong>The mean concentration of total MTX-PGs increased with an increasing dose of MTX and continued to elevate for another 12 weeks after the dose was fixed. At week 24, the total MTX-PGs concentration was 110.5 (SD 43.8) nmol/L with MTX dose of 12.6 (3.0) mg/week (0.23 (0.07) mg/kg/week). During MTX monotherapy, the higher MTX-PGs concentration was an independent factor for lower disease activity; however, this association disappeared after adalimumab initiation in patients with continued MTX dose. Hepatotoxicity was related to the higher MTX-PGs concentration regardless of adalimumab use. The total MTX-PGs concentration was significantly elevated by lower estimated glomerular filtration rate, serum albumin and body mass index.</p><p><strong>Conclusions: </strong>The MIRACLE trial demonstrated that higher total MTX-PGs concentration in erythrocytes is related to the higher efficacy and lower safety of MTX.</p><p><strong>Trial registration number: </strong>NCT03505008.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142374926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: Considering the diverse aetiologies and immunodysregulatory statuses observed in each patient with rheumatoid arthritis (RA), stratification based on peripheral blood immunophenotyping holds the potential to enhance therapeutic responses to molecular targeted therapies, biological/targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs).
Methods: Immunophenotype analysis was conducted on a cohort of over 500 b/tsDMARDs-naïve patients using flow cytometry. Patients with RA were stratified based on their immunophenotypes, and the treatment response to each targeted therapy was evaluated. Validation was performed using an additional cohort of 183 b/tsDMARDs-naïve patients with RA.
Results: Patients with RA were stratified into five clusters, two of which exhibited distinct RA phenotypes compared with controls, characterised by significant increases in CD4+ effector memory T cells re-expressing CD45RA. Notably, the effectiveness of different b/tsDMARDs varied across clusters. The group using promising b/tsDMARDs was labelled as 'expected' whereas the 'non-expected' group comprised those using others. The expected group outperformed the non-expected group with higher 26-week remission rates (39.9% vs 24.6%, p=0.0004) and low disease activity achievement (80.8% vs 60.2%, p<0.0001). Trajectory analysis showed the non-expected group's 26-week disease activity was influenced by Clinical Disease Activity Index at baseline unlike the expected group. Additionally, different molecular targeted therapies influenced the proportions of each immune cell subset variably. To validate, immunophenotyping was performed on a validation cohort. When 183 cases were grouped based on their b/tsDMARDs usage into expected/non-expected groups, the expected group had a higher remission rate (p=0.0021), further confirming the observed trend.
Conclusion: Our findings offer valuable insights into the diversity of RA and potential therapeutic strategies grounded in the molecular underpinnings.
目的:考虑到每位类风湿关节炎(RA)患者的病因和免疫调节状态各不相同,根据外周血免疫分型进行分层有望增强对分子靶向疗法、生物/靶向合成疾病修饰抗风湿药(b/tsDMARDs)的治疗反应:使用流式细胞术对500多名b/tsDMARDs无效患者进行了免疫表型分析。根据免疫分型对RA患者进行了分层,并对每种靶向疗法的治疗反应进行了评估。此外,还利用另外一组183名b/tsDMARDs无效的RA患者进行了验证:结果:RA患者被分为五个群组,其中两个群组与对照组相比表现出独特的RA表型,其特征是重新表达CD45RA的CD4+效应记忆T细胞显著增加。值得注意的是,不同b/tsDMARDs在不同群组中的疗效各不相同。使用有前景的 b/tsDMARDs 的组别被称为 "预期 "组,而 "非预期 "组则包括使用其他药物的组别。预期组的 26 周缓解率(39.9% vs 24.6%,p=0.0004)和低疾病活动率(80.8% vs 60.2%,p=0.0004)均高于非预期组:我们的研究结果为了解 RA 的多样性和基于分子基础的潜在治疗策略提供了宝贵的见解。
{"title":"Peripheral blood immunophenotypic diversity in patients with rheumatoid arthritis and its impact on therapeutic responsiveness.","authors":"Satoshi Kubo, Yusuke Miyazaki, Takahiro Nishino, Yuya Fujita, Michihiro Kono, Tsugumi Kawashima, Kazuyoshi Ishigaki, Katsuhide Kusaka, Hiroaki Tanaka, Masanobu Ueno, Yurie Satoh-Kanda, Yoshino Inoue, Yasuyuki Todoroki, Ippei Miyagawa, Kentaro Hanami, Shingo Nakayamada, Yoshiya Tanaka","doi":"10.1136/ard-2024-226228","DOIUrl":"10.1136/ard-2024-226228","url":null,"abstract":"<p><strong>Objective: </strong>Considering the diverse aetiologies and immunodysregulatory statuses observed in each patient with rheumatoid arthritis (RA), stratification based on peripheral blood immunophenotyping holds the potential to enhance therapeutic responses to molecular targeted therapies, biological/targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs).</p><p><strong>Methods: </strong>Immunophenotype analysis was conducted on a cohort of over 500 b/tsDMARDs-naïve patients using flow cytometry. Patients with RA were stratified based on their immunophenotypes, and the treatment response to each targeted therapy was evaluated. Validation was performed using an additional cohort of 183 b/tsDMARDs-naïve patients with RA.</p><p><strong>Results: </strong>Patients with RA were stratified into five clusters, two of which exhibited distinct RA phenotypes compared with controls, characterised by significant increases in CD4<sup>+</sup> effector memory T cells re-expressing CD45RA. Notably, the effectiveness of different b/tsDMARDs varied across clusters. The group using promising b/tsDMARDs was labelled as 'expected' whereas the 'non-expected' group comprised those using others. The expected group outperformed the non-expected group with higher 26-week remission rates (39.9% vs 24.6%, p=0.0004) and low disease activity achievement (80.8% vs 60.2%, p<0.0001). Trajectory analysis showed the non-expected group's 26-week disease activity was influenced by Clinical Disease Activity Index at baseline unlike the expected group. Additionally, different molecular targeted therapies influenced the proportions of each immune cell subset variably. To validate, immunophenotyping was performed on a validation cohort. When 183 cases were grouped based on their b/tsDMARDs usage into expected/non-expected groups, the expected group had a higher remission rate (p=0.0021), further confirming the observed trend.</p><p><strong>Conclusion: </strong>Our findings offer valuable insights into the diversity of RA and potential therapeutic strategies grounded in the molecular underpinnings.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142374988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jean W Liew, Eva Petrow, Sarah Tilley, Michael P LaValley, Frank W Roemer, Ali Guermazi, Cora E Lewis, James Torner, Michael C Nevitt, John A Lynch, David Felson
Background: Preventing worsening osteoarthritis (OA) in persons with early OA is a major treatment goal. We evaluated if different early OA definitions yielded enough cases of worsening OA within 2-5 years to make trial testing treatments feasible.
Methods: We assessed different definitions of early OA using data from Multicenter Osteoarthritis (MOST) Study participants who were followed up longitudinally. We defined early OA as having at least minimal knee pain (WOMAC (Western Ontario and McMaster Universities Osteoarthritis Index) pain ≥3/20) with different levels of pre-radiographic OA. For MRI, we required knee pain and used MRI definitions with combinations of cartilage damage, osteophytes, bone marrow lesions and meniscus damage.The primary outcome, worsening OA at 2 or 5 years, combined structural (Kellgren and Lawrence grade ≥2 with joint space narrowing ≥1) and symptom (WOMAC pain ≥6 with increase ≥2 from baseline) outcomes. We also examined structural and symptom outcomes separately.
Results: For worsening OA at 2 years, we included 750 participants (mean age 65 years, 60% female, 90% white, mean body mass index 29.2 kg/m2). Fewer than 10% of early OA knees had the combined outcome at 2 or 5 years. At 2 years, for several early OA definitions, roughly 20% of knees had either structural or symptom worsening outcomes. Two-year trials of either, but not both, outcomes would need to recruit over 1200 patients.
Conclusion: Most knees with early OA are stable and do not progress. Some painful knees experience worse pain but not structural progression and vice versa. Trial testing treatments to prevent OA illness or disease will be challenging.
背景:预防早期 OA 患者的骨关节炎(OA)恶化是一项重要的治疗目标。我们评估了不同的早期 OA 定义是否能在 2-5 年内产生足够多的 OA 恶化病例,从而使治疗试验变得可行:我们使用多中心骨关节炎(MOST)研究参与者的数据对早期OA的不同定义进行了评估,并对这些参与者进行了纵向随访。我们将早期OA定义为至少有轻微膝关节疼痛(WOMAC(西安大略和麦克马斯特大学骨关节炎指数)疼痛≥3/20)和不同程度的放射成像前OA。对于 MRI,我们要求膝关节疼痛,并使用软骨损伤、骨质增生、骨髓病变和半月板损伤组合的 MRI 定义。主要结果是 2 年或 5 年后的 OA 恶化,综合了结构(Kellgren 和 Lawrence 分级≥2,关节间隙狭窄≥1)和症状(WOMAC 疼痛≥6,比基线增加≥2)结果。我们还分别对结构和症状结果进行了研究:我们共纳入 750 名参与者(平均年龄 65 岁,60% 为女性,90% 为白人,平均体重指数为 29.2 kg/m2),对 2 年后 OA 恶化情况进行了研究。只有不到10%的早期OA膝关节在2年或5年后出现综合结果。根据几种早期 OA 的定义,大约 20% 的膝关节在 2 年后出现结构或症状恶化。对这两种结果进行为期两年的试验需要招募超过1200名患者:结论:大多数患有早期OA的膝关节是稳定的,不会恶化。结论:大多数早期膝关节OA患者病情稳定,没有恶化。一些疼痛的膝关节会出现疼痛加重,但结构没有恶化,反之亦然。对预防 OA 疾病的治疗方法进行试验将是一项挑战。
{"title":"Comparison of definitions of early knee osteoarthritis for likelihood of progression at 2-year and 5-year follow-up: the Multicenter Osteoarthritis Study.","authors":"Jean W Liew, Eva Petrow, Sarah Tilley, Michael P LaValley, Frank W Roemer, Ali Guermazi, Cora E Lewis, James Torner, Michael C Nevitt, John A Lynch, David Felson","doi":"10.1136/ard-2024-226060","DOIUrl":"10.1136/ard-2024-226060","url":null,"abstract":"<p><strong>Background: </strong>Preventing worsening osteoarthritis (OA) in persons with early OA is a major treatment goal. We evaluated if different early OA definitions yielded enough cases of worsening OA within 2-5 years to make trial testing treatments feasible.</p><p><strong>Methods: </strong>We assessed different definitions of early OA using data from Multicenter Osteoarthritis (MOST) Study participants who were followed up longitudinally. We defined early OA as having at least minimal knee pain (WOMAC (Western Ontario and McMaster Universities Osteoarthritis Index) pain ≥3/20) with different levels of pre-radiographic OA. For MRI, we required knee pain and used MRI definitions with combinations of cartilage damage, osteophytes, bone marrow lesions and meniscus damage.The primary outcome, worsening OA at 2 or 5 years, combined structural (Kellgren and Lawrence grade ≥2 with joint space narrowing ≥1) and symptom (WOMAC pain ≥6 with increase ≥2 from baseline) outcomes. We also examined structural and symptom outcomes separately.</p><p><strong>Results: </strong>For worsening OA at 2 years, we included 750 participants (mean age 65 years, 60% female, 90% white, mean body mass index 29.2 kg/m<sup>2</sup>). Fewer than 10% of early OA knees had the combined outcome at 2 or 5 years. At 2 years, for several early OA definitions, roughly 20% of knees had either structural or symptom worsening outcomes. Two-year trials of either, but not both, outcomes would need to recruit over 1200 patients.</p><p><strong>Conclusion: </strong>Most knees with early OA are stable and do not progress. Some painful knees experience worse pain but not structural progression and vice versa. Trial testing treatments to prevent OA illness or disease will be challenging.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142370825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Natalie J M Chaddock, Charlotte J Harden, Louise Sorensen, Hannah R Mathieson, Michal Zulcinski, Catherine A Lawson, Eoin O'Sullivan, Susan P Mollan, Javier Martin, Sarah L Mackie, Mark M Iles, Ann W Morgan
Objectives: This project aimed to determine whether cranial ischaemic complications at the presentation of giant cell arteritis (GCA) were associated with pre-existing cardiovascular (CV) risk factors, CV disease or genetic risk of CV-related traits.
Methods: 1946 GCA patients with clinicodemographic data at GCA presentation were included. Associations between pre-existing CV-related traits (including Polygenic Risk Scores (PRS) for CV traits) and cranial ischaemic complications were tested. A model for cranial ischaemic complications was optimised using an elastic net approach. Positional gene mapping of associated PRS was performed to improve biological understanding.
Results: In a sample of 1946 GCA patients (median age=71, 68.7% female), 17% had cranial ischaemic complications at presentation. In univariable analyses, 10 variables were associated with complications (likelihood-ratio test p≤0.05). In multivariable analysis, the two variables with the strongest effects, with or without PRS in the model, were anticoagulant therapy (adjusted OR (95% CI)=0.21 (0.05 to 0.62), p=4.95×10-3) and age (adjusted OR (95% CI)=1.60 (0.73 to 3.66), p=2.52×10-3, for ≥80 years versus <60 years). In sensitivity analyses omitting anticoagulant therapy from multivariable analysis, age and hypertension were associated with cranial ischaemic complications at presentation (hypertension: adjusted OR (95% CI)=1.35 (1.03 to 1.75), p=0.03). Positional gene mapping of an associated transient ischaemic attack PRS identified TEK, CD96 and MROH9 loci.
Conclusion: Age and hypertension were risk factors for cranial ischaemic complications at GCA presentation, but in this dataset, anticoagulation appeared protective. Positional gene mapping suggested a role for immune and coagulation-related pathways in the pathogenesis of complications. Further studies are needed before implementation in clinical practice.
{"title":"Age, anticoagulants, hypertension and cardiovascular genetic traits predict cranial ischaemic complications in patients with giant cell arteritis.","authors":"Natalie J M Chaddock, Charlotte J Harden, Louise Sorensen, Hannah R Mathieson, Michal Zulcinski, Catherine A Lawson, Eoin O'Sullivan, Susan P Mollan, Javier Martin, Sarah L Mackie, Mark M Iles, Ann W Morgan","doi":"10.1136/ard-2024-225515","DOIUrl":"https://doi.org/10.1136/ard-2024-225515","url":null,"abstract":"<p><strong>Objectives: </strong>This project aimed to determine whether cranial ischaemic complications at the presentation of giant cell arteritis (GCA) were associated with pre-existing cardiovascular (CV) risk factors, CV disease or genetic risk of CV-related traits.</p><p><strong>Methods: </strong>1946 GCA patients with clinicodemographic data at GCA presentation were included. Associations between pre-existing CV-related traits (including Polygenic Risk Scores (PRS) for CV traits) and cranial ischaemic complications were tested. A model for cranial ischaemic complications was optimised using an elastic net approach. Positional gene mapping of associated PRS was performed to improve biological understanding.</p><p><strong>Results: </strong>In a sample of 1946 GCA patients (median age=71, 68.7% female), 17% had cranial ischaemic complications at presentation. In univariable analyses, 10 variables were associated with complications (likelihood-ratio test p≤0.05). In multivariable analysis, the two variables with the strongest effects, with or without PRS in the model, were anticoagulant therapy (adjusted OR (95% CI)=0.21 (0.05 to 0.62), p=4.95×10<sup>-3</sup>) and age (adjusted OR (95% CI)=1.60 (0.73 to 3.66), p=2.52×10<sup>-3</sup>, for ≥80 years versus <60 years). In sensitivity analyses omitting anticoagulant therapy from multivariable analysis, age and hypertension were associated with cranial ischaemic complications at presentation (hypertension: adjusted OR (95% CI)=1.35 (1.03 to 1.75), p=0.03). Positional gene mapping of an associated transient ischaemic attack PRS identified <i>TEK</i>, <i>CD96</i> and <i>MROH9</i> loci.</p><p><strong>Conclusion: </strong>Age and hypertension were risk factors for cranial ischaemic complications at GCA presentation, but in this dataset, anticoagulation appeared protective. Positional gene mapping suggested a role for immune and coagulation-related pathways in the pathogenesis of complications. Further studies are needed before implementation in clinical practice.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142370824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joeri Nicolaes, Evi Tselenti, Theodore Aouad, Clementina López-Medina, Antoine Feydy, Hugues Talbot, Bengt Hoepken, Natasha de Peyrecave, Maxime Dougados
Objectives: To assess the ability of a previously trained deep-learning algorithm to identify the presence of inflammation on MRI of sacroiliac joints (SIJ) in a large external validation set of patients with axial spondyloarthritis (axSpA).
Methods: Baseline SIJ MRI scans were collected from two prospective randomised controlled trials in patients with non-radiographic (nr-) and radiographic (r-) axSpA (RAPID-axSpA: NCT01087762 and C-OPTIMISE: NCT02505542) and were centrally evaluated by two expert readers (and adjudicator in case of disagreement) for the presence of inflammation by the 2009 Assessment of SpondyloArthritis International Society (ASAS) definition. Scans were processed by the deep-learning algorithm, blinded to clinical information and central expert readings.
Results: Pooling the patients from RAPID-axSpA (n=152) and C-OPTIMISE (n=579) yielded a validation set of 731 patients (mean age: 34.2 years, SD: 8.6; 505/731 (69.1%) male), of which 326/731 (44.6%) had nr-axSpA and 436/731 (59.6%) had inflammation on MRI per central readings. Scans were obtained from over 30 scanners from 5 manufacturers across over 100 clinical sites. Comparing the trained algorithm with the human central readings yielded a sensitivity of 70% (95% CI 66% to 73%), specificity of 81% (95% CI 78% to 84%), positive predictive value of 84% (95% CI 82% to 87%), negative predictive value of 64% (95% CI 61% to 68%), Cohen's kappa of 0.49 (95% CI 0.43 to 0.55) and absolute agreement of 74% (95% CI 72% to 77%).
Conclusion: The algorithm enabled acceptable detection of inflammation according to the 2009 ASAS MRI definition in a large external validation cohort.
{"title":"Performance analysis of a deep-learning algorithm to detect the presence of inflammation in MRI of sacroiliac joints in patients with axial spondyloarthritis.","authors":"Joeri Nicolaes, Evi Tselenti, Theodore Aouad, Clementina López-Medina, Antoine Feydy, Hugues Talbot, Bengt Hoepken, Natasha de Peyrecave, Maxime Dougados","doi":"10.1136/ard-2024-225862","DOIUrl":"https://doi.org/10.1136/ard-2024-225862","url":null,"abstract":"<p><strong>Objectives: </strong>To assess the ability of a previously trained deep-learning algorithm to identify the presence of inflammation on MRI of sacroiliac joints (SIJ) in a large external validation set of patients with axial spondyloarthritis (axSpA).</p><p><strong>Methods: </strong>Baseline SIJ MRI scans were collected from two prospective randomised controlled trials in patients with non-radiographic (nr-) and radiographic (r-) axSpA (RAPID-axSpA: NCT01087762 and C-OPTIMISE: NCT02505542) and were centrally evaluated by two expert readers (and adjudicator in case of disagreement) for the presence of inflammation by the 2009 Assessment of SpondyloArthritis International Society (ASAS) definition. Scans were processed by the deep-learning algorithm, blinded to clinical information and central expert readings.</p><p><strong>Results: </strong>Pooling the patients from RAPID-axSpA (n=152) and C-OPTIMISE (n=579) yielded a validation set of 731 patients (mean age: 34.2 years, SD: 8.6; 505/731 (69.1%) male), of which 326/731 (44.6%) had nr-axSpA and 436/731 (59.6%) had inflammation on MRI per central readings. Scans were obtained from over 30 scanners from 5 manufacturers across over 100 clinical sites. Comparing the trained algorithm with the human central readings yielded a sensitivity of 70% (95% CI 66% to 73%), specificity of 81% (95% CI 78% to 84%), positive predictive value of 84% (95% CI 82% to 87%), negative predictive value of 64% (95% CI 61% to 68%), Cohen's kappa of 0.49 (95% CI 0.43 to 0.55) and absolute agreement of 74% (95% CI 72% to 77%).</p><p><strong>Conclusion: </strong>The algorithm enabled acceptable detection of inflammation according to the 2009 ASAS MRI definition in a large external validation cohort.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142364174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}