Evidence map›Paper›PMID 40879860›Full record

ArticleClinical rheumatology2025

Multi-omics characterization of gut microbiota and fecal and plasma metabolites in patients with primary Sjögren's syndrome.

Yuanyuan Liu, Qi Wang, Yan Zhang, Ruixue Duo, Xueting Bian, Jingjing Tian, Jiayao Hao, Jianxiong Zheng, Haili Shen

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In one paragraph

Article in Clinical rheumatology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yuanyuan LiuDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Qi WangCuiying Biomedical Research Center, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Yan ZhangDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Ruixue DuoDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Xueting BianDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Jingjing TianDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China.
Jiayao HaoThe Second Clinical Medical College, Lanzhou University, LanzhouGansu, 730000, China.
Jianxiong ZhengThe Second Clinical Medical College, Lanzhou University, LanzhouGansu, 730000, China.
Haili ShenDepartment of Rheumatology, The Second Hospital & Clinical Medical School, Lanzhou University, LanzhouGansu, 730030, China. shenhl@lzu.edu.cn.ORCID http://orcid.org/0000-0002-6774-6419

Funding

Health Industry Scientific Research Project of Gansu Province GSWSKY2023-08Science and Technology Program of Lanzhou city 2022-ZD-101the Cuiying Scientific and Technological Innovation Program of Lanzhou University Second Hospital CY2021-QN-A10
6 · The paper itself

Abstract

introductionAccumulating evidence has implicated gut microbiota and their metabolites in primary Sjögren's syndrome (pSS) pathogenesis. However, no study simultaneously explores the gut microbiome, microbial, and plasma metabolome in pSS patients.

methodThirty pSS patients and 60 healthy controls (HCs) were recruited. Shotgun metagenomic sequencing and untargeted metabolomics were performed on stool and plasma samples.

resultspSS patients exhibited significant reduction in microbial richness and diversity. Bacteroidetes and Firmicutes accounted for over 80% of all phyla. Four phyla, 48 genera, and 106 species with significant differences were identified (P < 0.05). Proteobacteria, Ascomycota, Fusobacteria, and 31 genera (e.g., Escherichia, Veillonella, Prevotella, Klebsiella) were enriched in pSS, while Actinobacteria, Bifidobacterium, Dorea, and Blautia were depleted. Opportunistic pathogens (e.g., Escherichia coli, Prevotella copri, Streptococcus oralis, Klebsiella pneumoniae, Enterococcus faecalis) and pathogenic Clostridium bolteae and Fusobacterium nucleatum were more abundant in pSS, whereas beneficial Bifidobacterium longum and butyrate-producing Eubacterium hallii and Anaerostipes hadrus were in HCs. Notably, Lactobacillus spp. were enriched in pSS. Of 298 differential functional pathways, 239 pSS-enriched pathways were focused on nutrient and energy metabolism, while amino acid biosynthesis in HCs. During 881 differential fecal metabolites (pSS: HCs = 631:250), fatty acyls were enriched in pSS, and glycerophospholipids in HCs. Among the 712 differential plasma metabolites (pSS: HCs = 438:274), heterocyclic compounds and benzene derivatives were more abundant in pSS, while fatty acyls and glycerophospholipids prevailed in HCs. Amino acids and organic acids were predominant in both samples.

conclusionsThis study characterized gut microbiome and fecal/plasma metabolome in pSS patients, providing theoretical support for regional pSS prevention and treatment. Key Points • This is the first study to systematically characterize the gut microbiome and fecal and plasma metabolomes of primary Sjögren's syndrome (pSS) patients in Northwest China via multi-omics integration analysis. • Significant reduction in gut microbial diversity and probiotic bacteria, enrichment of opportunistic and infectious pathogens, and microbial dysfunction were observed in pSS patients. • Much more differential fecal and plasma metabolites were observed in pSS patients, with amino acids, organic acids and derivatives, nucleotides, and metabolites being the main altered metabolites in both samples.

Indexed as

FecesGastrointestinal MicrobiomeMetabolomeSjogren's SyndromeAdultAgedCase-Control StudiesFemaleHumansMaleMetabolomicsMetagenomicsMiddle AgedMultiomicsFecal metabolitesGut microbial composition and functionMetabolic reprogrammingMulti-omics analysisPlasma metabolitesPrimary Sjögren’s syndrome

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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.