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根据临床特征,强直性脊柱炎患者对抗肿瘤坏死因子药物的不同治疗反应:一项无监督聚类分析

Different Therapeutic Response to Anti-TNF Drugs in Patients with Axial Spondyloarthritis Depending on Their Clinical Profile: An Unsupervised Cluster Analysis.

作者信息

Priego-Pérez Carmen, Puche-Larrubia María Ángeles, Ladehesa-Pineda Lourdes, Calvo-Guitérrez Jerusalem, Ortega-Castro Rafaela, Escudero-Contreras Alejandro, Barbarroja Nuria, Collantes-Estévez Eduardo, López-Medina Clementina

机构信息

Medical and Surgical Sciences Department, University of Cordoba, 14071 Cordoba, Spain.

Rheumatology Department, Reina Sofia University Hospital, 14004 Cordoba, Spain.

出版信息

J Clin Med. 2024 Mar 23;13(7):1855. doi: 10.3390/jcm13071855.

DOI:10.3390/jcm13071855
PMID:38610620
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11012734/
Abstract

: The objectives were as follows: (a) to identify, among patients with axial spondyloarthritis (axSpA), "clusters" of patients based on the presence of peripheral and extra-musculoskeletal manifestations (EMMs) and (b) to compare the effectiveness of the first anti-TNF drugs across the different clusters after 6 months of follow-up. An observational and retrospective study of 90 axSpA patients naïve to bDMARDs was conducted. An unsupervised cluster analysis using the "k-means" technique was performed using variables of peripheral and EMMs. Baseline clinical and sociodemographic characteristics were evaluated, and the response to anti-TNF treatment (considering responders as those with an improvement ≥1.1 for the Ankylosing Spondylitis Disease Activity Score (ASDAS) or ≥2.0 for the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI)) was compared across the clusters after 6 months of follow-up. Two clusters were identified: cluster 1 ( = 14), with a higher prevalence of peripheral manifestations, inflammatory bowel disease (IBD), and HLA-B27-positive status, and a lower prevalence of uveitis in comparison with cluster 2 ( = 76). Patients from cluster 1 experienced a more pronounced absolute improvement in ASDAS and BASDAI indices after 6 months. The percentage of responders after 6 months of follow-up was superior in cluster 1 compared to cluster 2 (85.7% vs. 48.7%, = 0.011). This study suggests the existence of two clinical profiles in axSpA patients according to the peripheral and EMMs, with higher rates of anti-TNF effectiveness after 6 months in those with a greater presence of peripheral features.

摘要

研究目的如下

(a) 在轴向型脊柱关节炎(axSpA)患者中,根据外周和肌肉骨骼外表现(EMM)的存在情况确定患者“集群”;(b) 在随访6个月后,比较不同集群中首批抗TNF药物的疗效。对90例初治bDMARDs的axSpA患者进行了一项观察性回顾性研究。使用外周和EMM变量,采用“k均值”技术进行无监督聚类分析。评估基线临床和社会人口学特征,并在随访6个月后比较各集群对抗TNF治疗的反应(将强直性脊柱炎疾病活动评分(ASDAS)改善≥1.1或巴斯强直性脊柱炎疾病活动指数(BASDAI)改善≥2.0的患者视为反应者)。确定了两个集群:集群1(n = 14),外周表现、炎症性肠病(IBD)和HLA-B27阳性状态的患病率较高,与集群2(n = 76)相比,葡萄膜炎的患病率较低。集群1的患者在6个月后ASDAS和BASDAI指数的绝对改善更为明显。随访6个月后,集群1的反应者百分比高于集群2(85.7%对48.7%,P = 0.011)。这项研究表明,根据外周和EMM,axSpA患者存在两种临床特征,外周特征较多的患者在6个月后抗TNF疗效更高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46a/11012734/2b36799939e2/jcm-13-01855-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46a/11012734/8e2616d3867a/jcm-13-01855-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46a/11012734/2b36799939e2/jcm-13-01855-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46a/11012734/8e2616d3867a/jcm-13-01855-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46a/11012734/2b36799939e2/jcm-13-01855-g002.jpg

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