Evidence map›Paper›PMID 40481066›Full record

ArticleScientific reports2025

Serum growth differentiation factor 15 associates with extra-glandular manifestations and disease activity of primary Sjögren's syndrome.

Jinfang Fu, Wanchan Peng, Qiong Wu, Yunli Zhang, Wei Wang, Siyu Wu

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jinfang FuDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China.
Wanchan PengDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China.
Qiong WuDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China.
Yunli ZhangDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China.
Wei WangDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China.
Siyu WuDepartment of Clinical Laboratory, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan, People's Republic of China. wusiyuqq@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent interest in growth differentiation factor 15 (GDF15) has been further heightened by its association with rheumatic diseases. GDF15 has been extensively studied as a potential diagnostic and prognostic biomarker. However, no direct evidence currently links GDF15 to primary Sjögren's syndrome (pSS). In this study, we measured serum GDF15 levels in 151 pSS patients and 61 healthy controls (HCs). GDF15 levels were significantly elevated in pSS patients compared to HCs. Receiver operating characteristic (ROC) curve analysis demonstrated that GDF15 effectively distinguished pSS patients from HCs. Notably, GDF15 levels were higher in pSS patients with extra-glandular manifestations and positively correlated with the number of such manifestations. Specifically, elevated GDF15 levels were observed in patients with pulmonary, hematological, renal, or nervous system involvement. Furthermore, GDF15 levels were significantly increased in patients with active disease compared to those in non-active stage, and ROC analysis confirmed its discriminative capacity for disease activity. Using advanced machine learning techniques, we developed an adaptive boosting model that combined GDF15 with albumin, red blood cell count, and C-reactive protein, which showed reliable predictive value for disease activity. These findings suggest that serum GDF15 may serve as a valuable biomarker for assessing disease severity and guiding treatment in pSS.

Indexed as

Growth Differentiation Factor 15Sjogren's SyndromeAdultAgedBiomarkersCase-Control StudiesC-Reactive ProteinFemaleHumansMaleMiddle AgedROC CurveBiomarkersC-Reactive ProteinGDF15 protein, humanGrowth Differentiation Factor 15Disease activityExtra-glandular manifestationsGDF15Machine learningPrimary Sjögren’s syndrome

Identifiers

PMID40481066
PMCPMC12144296

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.