Low albumin-to-globulin ratio is associated with interstitial lung disease in primary Sjögren's syndrome: a single-center retrospective cohort study with propensity score matching.

IF 3.5 3区 医学 Q2 RHEUMATOLOGY
Jianbin Li, Suiran Li, Yuzhen Gesang, Wenwen Wang, Wei Liu
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引用次数: 0

Abstract

To investigate the association between albumin-to-globulin ratio (AGR) and interstitial lung disease (ILD) in patients with primary Sjögren's syndrome (pSS), to identify high-risk clinical phenotypes for SS-ILD, and to construct an AGR-based nomogram risk stratification model. This was a single-center retrospective cohort study enrolling pSS patients who met the 2016 ACR/EULAR classification criteria between January 2014 and December 2024. Patients were divided into ILD and non-ILD groups based on the presence or absence of ILD. Propensity score matching (PSM) was applied to balance baseline characteristics. Univariable and multivariable logistic regression analyses were performed to evaluate the independent association between AGR and ILD. A nomogram risk stratification model was constructed based on predictors identified in the multivariable analysis, and its predictive performance was assessed using receiver operating characteristic (ROC) curve analysis. A total of 1,087 pSS patients were enrolled (93.6% female; mean age 58.25 ± 12.16 years; ILD group n = 69; non-ILD group n = 1,018). In the total cohort, AGR was significantly lower in the ILD group than in the non-ILD group (1.01 ± 0.30 vs. 1.18 ± 0.31), and the prevalence of documented dry eye was markedly lower in the ILD group (2.9% vs. 19.4%). Multivariable regression analysis demonstrated that AGR was independently and inversely associated with ILD risk (OR = 0.138, 95% CI 0.038-0.502); CRP was also an independent risk factor (OR = 1.009, 95% CI 1.000-1.017); and absence of documented dry eye symptoms was independently associated with ILD (OR = 0.196, 95% CI 0.047-0.821). After PSM (1:2 nearest-neighbor matching on age, sex, and BMI), 67 of 69 ILD patients were successfully matched, yielding a balanced cohort of 201 patients (ILD n = 67; non-ILD n = 134), with all covariate standardized mean differences (SMDs) < 0.1. In the matched cohort, AGR remained significantly lower in the ILD group (1.01 ± 0.30 vs. 1.19 ± 0.30) and these associations remained robust in the multivariable model (AGR: OR = 0.127, 95% CI 0.024-0.687; absence of dry eye: OR = 0.145, 95% CI 0.029-0.720). Three layers of sensitivity analysis (basic IPTW, extended-covariate IPTW with 11 covariates, and E-value analysis) confirmed the robustness of the AGR-ILD association, with the E-value point estimate of 12.30 substantially exceeding the strength of known confounders. The exploratory nomogram constructed from AGR, dry eye, age, and LDH demonstrated an AUC of 0.710 (95% CI 0.647-0.774) at an optimal cutoff of 0.096, with a sensitivity of 54.5% (95% CI 42.4%-66.7%), specificity of 81.3% (95% CI 79.0%-83.6%), PPV of 16.6% (95% CI 12.9%-20.2%), NPV of 96.3% (95% CI 95.4%-97.2%), and accuracy of 79.6% (95% CI 77.2%-81.9%). In this single-center retrospective cohort, low AGR was independently associated with the occurrence of ILD in pSS patients. Low AGR combined with absence of documented dry eye symptoms may identify a clinical subset warranting further evaluation for pulmonary involvement. Given the retrospective design, limited ILD event count, and lack of external validation, the nomogram developed in this study should be considered an exploratory tool, and the findings are hypothesis-generating, requiring prospective multicenter validation before clinical application.

低白蛋白与球蛋白比率与原发性Sjögren综合征的间质性肺疾病相关:一项倾向评分匹配的单中心回顾性队列研究
探讨原发性Sjögren's综合征(pSS)患者白蛋白与球蛋白比率(AGR)与间质性肺疾病(ILD)的关系,确定SS-ILD的高危临床表型,构建基于AGR的nomogram风险分层模型。这是一项单中心回顾性队列研究,纳入了2014年1月至2024年12月期间符合2016年ACR/EULAR分类标准的pSS患者。根据是否存在ILD,将患者分为ILD组和非ILD组。倾向评分匹配(PSM)用于平衡基线特征。采用单变量和多变量logistic回归分析来评估AGR和ILD之间的独立相关性。基于多变量分析中确定的预测因子,构建了nomogram风险分层模型,并利用受试者工作特征(ROC)曲线分析对其预测性能进行了评价。共纳入1087例pSS患者(93.6%为女性,平均年龄58.25±12.16岁,ILD组n = 69,非ILD组n = 1018)。在整个队列中,ILD组的AGR明显低于非ILD组(1.01±0.30比1.18±0.31),ILD组的干眼症患病率明显低于非ILD组(2.9%比19.4%)。多变量回归分析显示,AGR与ILD风险呈独立和负相关(OR = 0.138, 95% CI 0.038-0.502);CRP也是独立危险因素(OR = 1.009, 95% CI 1.000-1.017);无干眼症状与ILD独立相关(OR = 0.196, 95% CI 0.047-0.821)。经过PSM(年龄、性别和BMI的1:2最近邻匹配),69例ILD患者中有67例成功匹配,产生201例患者的平衡队列(ILD n = 67;非ILD n = 134),所有协变量标准化平均差异(SMDs) < 0.1。在匹配的队列中,ILD组的AGR仍然显著较低(1.01±0.30比1.19±0.30),这些关联在多变量模型中仍然强劲(AGR: OR = 0.127, 95% CI 0.024-0.687;无干眼:OR = 0.145, 95% CI 0.029-0.720)。三层敏感性分析(基本IPTW、包含11个协变量的扩展协变量IPTW和e值分析)证实了AGR-ILD关联的稳健性,其e值点估计值为12.30,大大超过了已知混杂因素的强度。由AGR、干眼、年龄和LDH构建的探索性nomogram,在最佳截断点为0.096时,AUC为0.710 (95% CI 0.647-0.774),灵敏度为54.5% (95% CI 42.4%-66.7%),特异性为81.3% (95% CI 79.0%-83.6%), PPV为16.6% (95% CI 12.9%-20.2%), NPV为96.3% (95% CI 95.4%-97.2%),准确率为79.6% (95% CI 77.2%-81.9%)。在这个单中心回顾性队列中,低AGR与pSS患者ILD的发生独立相关。低AGR合并无干眼症状可确定一个临床亚群,需要进一步评估肺部受累。考虑到回顾性设计、有限的ILD事件计数和缺乏外部验证,本研究中开发的nomogram应被视为一种探索性工具,研究结果是假设生成的,在临床应用之前需要前瞻性的多中心验证。
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来源期刊
Rheumatology International
Rheumatology International 医学-风湿病学
CiteScore
7.30
自引率
5.00%
发文量
191
审稿时长
16. months
期刊介绍: RHEUMATOLOGY INTERNATIONAL is an independent journal reflecting world-wide progress in the research, diagnosis and treatment of the various rheumatic diseases. It is designed to serve researchers and clinicians in the field of rheumatology. RHEUMATOLOGY INTERNATIONAL will cover all modern trends in clinical research as well as in the management of rheumatic diseases. Special emphasis will be given to public health issues related to rheumatic diseases, applying rheumatology research to clinical practice, epidemiology of rheumatic diseases, diagnostic tests for rheumatic diseases, patient reported outcomes (PROs) in rheumatology and evidence on education of rheumatology. Contributions to these topics will appear in the form of original publications, short communications, editorials, and reviews. "Letters to the editor" will be welcome as an enhancement to discussion. Basic science research, including in vitro or animal studies, is discouraged to submit, as we will only review studies on humans with an epidemological or clinical perspective. Case reports without a proper review of the literatura (Case-based Reviews) will not be published. Every effort will be made to ensure speed of publication while maintaining a high standard of contents and production. Manuscripts submitted for publication must contain a statement to the effect that all human studies have been reviewed by the appropriate ethics committee and have therefore been performed in accordance with the ethical standards laid down in an appropriate version of the 1964 Declaration of Helsinki. It should also be stated clearly in the text that all persons gave their informed consent prior to their inclusion in the study. Details that might disclose the identity of the subjects under study should be omitted.
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