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DOI 10.3389/fimmu.2024.1450153

Медицинская библиотека · Frontiers in immunology · 2025

Identification of novel clinical subtypes in patients with microscopic polyangiitis using cluster analysis: multicenter REVEAL cohort study.

Okazaki Ayana, Matsuda Shogo, Kotani Takuya, Fukui Keisuke, Gon Takaho, Watanabe Ryu, Manabe Atsushi, Shoji Mikihito, Kadoba Keiichiro, Hiwa Ryosuke, Yamamoto Wataru, Hashimoto Motomu, Takeuchi Tohru

СтатьяМногоцентровое исследованиеПеревод в очереди

Аннотация

INTRODUCTION

This study aimed to identify new clinical phenotypes of microscopic polyangiitis (MPA) using a principal components analysis (PCA)-based cluster analysis.

METHODS

A total of 189 patients with MPA between May 2005 and December 2021 were enrolled from a multicenter cohort in Japan (REVEAL cohort). Categorical PCA and cluster analysis were performed based on clinical, laboratory, and radiological findings. Clinical characteristics and outcomes, including all-cause mortality, respiratory-related mortality, end-stage renal disease (ESRD), and relapse were compared between each cluster.

RESULTS

Eleven clinical variables were transformed into four components using categorical PCA and synthetic variables were created. Additionally, a cluster analysis was performed using these variables to classify patients with MPA into subgroups. Four distinct clinical subgroups were identified: Cluster 1 included the renal involvements and diffuse alveolar hemorrhage (DAH)-dominant group (N=33). Cluster 2 comprised the elderly onset systemic inflammation group (N=75). Cluster 3 included patients in the younger-onset limited-organ disease group (N=45). Cluster 4 was comprised of an ILD-predominant group without kidney involvement (N=36). 61 patients died during follow-up, with 32 dying of respiratory-related causes. Additionally, 19 patients developed ESRD and 70 relapsed. Cluster 1 showed the worst ESRD-free survival and relapse rates, whereas Cluster 2 showed the worst overall survival and respiratory-related death-free survival rates among the four groups.

CONCLUSIONS

Our study identified four unique subgroups with different MPA outcomes. Individualized treatments for each subgroup may be required to improve the prognosis of MPA.

Для цитирования: Okazaki Ayana, Matsuda Shogo, Kotani Takuya, Fukui Keisuke, Gon Takaho, Watanabe Ryu, Manabe Atsushi, Shoji Mikihito, Kadoba Keiichiro, Hiwa Ryosuke, Yamamoto Wataru, Hashimoto Motomu, Takeuchi Tohru. Identification of novel clinical subtypes in patients with microscopic polyangiitis using cluster analysis: multicenter REVEAL cohort study.. Frontiers in immunology. 2025. DOI: 10.3389/fimmu.2024.1450153.

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