Identification of novel classes for patients with lupus nephritis using two-step cluster model.

Wien Klin Wochenschr

Department of Rheumatology, Xiangya Hospital, Central South University, Changsha, Hunan, China.

Published: March 2022


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Article Abstract

Objective: To identify and reclassify the patients in the lupus nephritis (LN) cohort, and to further analyze the prominent clinical features and clinical significance of each cluster.

Methods: In this retrospective cross-sectional study, we used a two-step clustering method to classify 635 patients with LN into different clusters, then we observed the main differences and analyzed relevant clinical significance between the clusters.

Results: Cluster 1 (20.5%) presented with the highest disease severity, patients in this group had the disease for a longer duration and higher systemic lupus erythematosus disease activity index (SLEDAI) score, with multiple positive auto-antibodies and lower complement level. Patients of cluster 2 (20.8%) had lower levels of IgG, IgA and IgM, with renal function being relatively worse in this cluster than in clusters 1 and 3. Cluster 3 was the largest group (58.7%), and the patients in this group showed mild disease severity.

Conclusion: This study reclassified LN patients in a large cohort into three clusters. Our classification might be helpful to implement targeted therapy at various stages of systemic lupus erythematosus.

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http://dx.doi.org/10.1007/s00508-021-02001-yDOI Listing

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