Evidence map›Paper›PMID 41387992›Full record

ArticleScientific reports2025

Alterations in gut microbiota and associated metabolites in patients with chronic fatigue syndrome.

Xinxin Cheng, Wenkuan Wang, Tingting Xu, Yanjie Wang, Xina Zhen, Wenxuan Man, Shuo Gao, Yonghui Yin

Abstract read
In one paragraph

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 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

8 authors.

Xinxin ChengCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Wenkuan WangClinical Medicine Department, China Academy of Chinese Medical Sciences, Beijing, China.
Tingting XuCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yanjie WangCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Xina ZhenCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Wenxuan ManCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Shuo GaoCountry Clinical Medicine Department, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yonghui YinChronic Disease Management Department of the Center for Preventive Disease, Affiliated Hospital of Shandong University of Traditional Chinese, Jinan, China. yyhszyy@163.com.

Funding

Shandong Province Key R&D Program (Major Science and Technology Innovation Project) 2021CXGC010510
6 · The paper itself

Abstract

To investigate differences in gut microbiota composition and short-chain fatty acids (SCFAs) metabolism between patients with Chronic Fatigue Syndrome (CFS) and Healthy Controls (HC), and to explore their associations with the CFS pathogenesis. This case-control study included 80 subjects, comprising 40 patients with CFS and 40 age- and sex-matched HC. Fecal microbial community structure was analyzed using 16S rRNA gene high-throughput sequencing. Fecal SCFAs concentrations were quantified using Gas Chromatography-Mass Spectrometry (GC-MS). Spearman correlation analysis with false discovery rate (FDR) adjustment was performed to elucidate associations among gut microbiota, SCFAs, and clinical scores. Compared to the HC group, the CFS group exhibited reduced gut microbiota α-diversity (e.g., ACE, Chao1, Shannon indices, all P < 0.01) and significantly altered β-diversity (ADONIS, P = 0.006). After FDR adjustment, fecal levels of acetate, butyrate, isobutyrate, and isovalerate remained significantly lower in the CFS group (all q < 0.05). Differential abundance analysis revealed a significant reduction in key taxa including the phylum Firmicutes (q = 0.010), class Verrucomicrobiae (q = 0.038), order Clostridiales (q = 0.043), and families Rikenellaceae (q = 0.011) and Ruminococcaceae (q = 0.049). Spearman correlation analysis solidified functional connections: key SCFA-producing taxa (e.g., Faecalibacterium, Subdoligranulum, Ruminococcaceae) were positively correlated with butyrate levels (r = 0.52-0.56, all q < 0.05). Furthermore, reduced abundances of Rikenellaceae and Alistipes were associated with lower SF-36 scores (r = 0.26, q = 0.032) and higher fatigue scores (FSS/FS-14, r =  - 0.28 to - 0.30, q < 0.05). Isovalerate levels were negatively correlated with FS-14 scores (r =  - 0.307, q = 0.014). Among CFS patients, those with higher dietary fiber intake had significantly higher levels of acetate and isovalerate than those with lower intake (both q < 0.05). Patients with CFS exhibit significant gut dysbiosis and abnormal SCFA metabolism. The reduction in key SCFA-producing taxa, their positive correlations with SCFAs levels, and the negative correlations of both with fatigue severity solidify a functional link between gut microbial depletion, reduced SCFAs, and clinical symptoms in CFS. Higher dietary fiber intake may partially ameliorate SCFAs metabolic disturbances in CFS patients.

Indexed as

Fatigue Syndrome, ChronicFatty Acids, VolatileGastrointestinal MicrobiomeAdultCase-Control StudiesDysbiosisFecesFemaleHumansMaleMiddle AgedFatty Acids, Volatile16S rRNABiomarkersChronic fatigue syndromeGut microbiotaShort-chain fatty acids

Identifiers

PMID41387992
PMCPMC12700865

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.