Stefan Nowak , Dany Jaffuel , Jacques Morel , Engi Ahmed , Anne Sophie Gamez , Clément Boissin , Jérémy Charriot , Nicolas Molinari , Arnaud Bourdin
{"title":"系统性硬化症的表型和预后:聚类分析","authors":"Stefan Nowak , Dany Jaffuel , Jacques Morel , Engi Ahmed , Anne Sophie Gamez , Clément Boissin , Jérémy Charriot , Nicolas Molinari , Arnaud Bourdin","doi":"10.1016/j.resmer.2025.101168","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Systemic sclerosis is a complex autoimmune disease with significant morbidity and mortality, primarily due to pulmonary complications, including diffuse interstitial lung disease and pulmonary hypertension. The disease course is unpredictable due to its heterogeneous presentation. Our study aimed to form homogeneous cohorts of patients with severe visceral systemic sclerosis and assess their prognoses.</div></div><div><h3>Materials and methods</h3><div>We conducted a single-center retrospective observational study on 198 patients. These patients were clustered based on factors associated with poor disease prognosis using a bottom-up hierarchical clustering technique.</div></div><div><h3>Results</h3><div>We identified four clusters in our population. Cluster 1 (<em>n</em> = 25) included 89 % of patients with pulmonary hypertension, 64 % of whom had associated interstitial lung disease. Cluster 2 (<em>n</em> = 11) included all patients with scleroderma renal crisis, 27 % of whom developed pulmonary hypertension. Cluster 3 (<em>n</em> = 109) exclusively consisted of female patients, 90 % of whom had a limited cutaneous form, with 62 % presenting anticentromere antibodies. These patients did not exhibit severe pulmonary disease. Cluster 4 (<em>n</em> = 53) included patients with significant occupational exposure, 79 % of whom had diffused interstitial lung disease and 83 % had anti-topoisomerase I antibodies. The survival rate was significantly lower in cluster 1 (<em>p</em> < 0.001).</div></div><div><h3>Conclusion</h3><div>This study characterized systemic sclerosis phenotypes, highlighting the heterogeneity in clinical presentation and disease course. The trajectory of patients within each cluster was associated with the onset of pulmonary hypertension onset, which adversely affected the prognosis.</div></div>","PeriodicalId":48479,"journal":{"name":"Respiratory Medicine and Research","volume":"87 ","pages":"Article 101168"},"PeriodicalIF":2.2000,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Phenotypes and prognosis of systemic sclerosis: A cluster analysis\",\"authors\":\"Stefan Nowak , Dany Jaffuel , Jacques Morel , Engi Ahmed , Anne Sophie Gamez , Clément Boissin , Jérémy Charriot , Nicolas Molinari , Arnaud Bourdin\",\"doi\":\"10.1016/j.resmer.2025.101168\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>Systemic sclerosis is a complex autoimmune disease with significant morbidity and mortality, primarily due to pulmonary complications, including diffuse interstitial lung disease and pulmonary hypertension. The disease course is unpredictable due to its heterogeneous presentation. Our study aimed to form homogeneous cohorts of patients with severe visceral systemic sclerosis and assess their prognoses.</div></div><div><h3>Materials and methods</h3><div>We conducted a single-center retrospective observational study on 198 patients. These patients were clustered based on factors associated with poor disease prognosis using a bottom-up hierarchical clustering technique.</div></div><div><h3>Results</h3><div>We identified four clusters in our population. Cluster 1 (<em>n</em> = 25) included 89 % of patients with pulmonary hypertension, 64 % of whom had associated interstitial lung disease. Cluster 2 (<em>n</em> = 11) included all patients with scleroderma renal crisis, 27 % of whom developed pulmonary hypertension. Cluster 3 (<em>n</em> = 109) exclusively consisted of female patients, 90 % of whom had a limited cutaneous form, with 62 % presenting anticentromere antibodies. These patients did not exhibit severe pulmonary disease. Cluster 4 (<em>n</em> = 53) included patients with significant occupational exposure, 79 % of whom had diffused interstitial lung disease and 83 % had anti-topoisomerase I antibodies. The survival rate was significantly lower in cluster 1 (<em>p</em> < 0.001).</div></div><div><h3>Conclusion</h3><div>This study characterized systemic sclerosis phenotypes, highlighting the heterogeneity in clinical presentation and disease course. The trajectory of patients within each cluster was associated with the onset of pulmonary hypertension onset, which adversely affected the prognosis.</div></div>\",\"PeriodicalId\":48479,\"journal\":{\"name\":\"Respiratory Medicine and Research\",\"volume\":\"87 \",\"pages\":\"Article 101168\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-03-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Respiratory Medicine and Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2590041225000157\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"RESPIRATORY SYSTEM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Respiratory Medicine and Research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2590041225000157","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
Phenotypes and prognosis of systemic sclerosis: A cluster analysis
Introduction
Systemic sclerosis is a complex autoimmune disease with significant morbidity and mortality, primarily due to pulmonary complications, including diffuse interstitial lung disease and pulmonary hypertension. The disease course is unpredictable due to its heterogeneous presentation. Our study aimed to form homogeneous cohorts of patients with severe visceral systemic sclerosis and assess their prognoses.
Materials and methods
We conducted a single-center retrospective observational study on 198 patients. These patients were clustered based on factors associated with poor disease prognosis using a bottom-up hierarchical clustering technique.
Results
We identified four clusters in our population. Cluster 1 (n = 25) included 89 % of patients with pulmonary hypertension, 64 % of whom had associated interstitial lung disease. Cluster 2 (n = 11) included all patients with scleroderma renal crisis, 27 % of whom developed pulmonary hypertension. Cluster 3 (n = 109) exclusively consisted of female patients, 90 % of whom had a limited cutaneous form, with 62 % presenting anticentromere antibodies. These patients did not exhibit severe pulmonary disease. Cluster 4 (n = 53) included patients with significant occupational exposure, 79 % of whom had diffused interstitial lung disease and 83 % had anti-topoisomerase I antibodies. The survival rate was significantly lower in cluster 1 (p < 0.001).
Conclusion
This study characterized systemic sclerosis phenotypes, highlighting the heterogeneity in clinical presentation and disease course. The trajectory of patients within each cluster was associated with the onset of pulmonary hypertension onset, which adversely affected the prognosis.