Evidence map›Paper›PMID 40948872›Full record

ArticleFrontiers in nutrition2025

Exploring the mediating role of serum vitamin D in the link between dietary live microbes intake and obesity: a cross-sectional real-world study.

Chan Liu, Huiling Zheng, Wenming Xu, Xiaoxiao Zhu, Mei Li, Lijuan Liu

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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

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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
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

6 authors.

Chan Liu *Key Laboratory of Nephrology, Guangdong Provincial Key Laboratory of Nephrology, Department of Nephrology, Ministry of Health of China, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Huiling Zheng *Department of Health Management Centre, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Wenming XuDepartment of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Xiaoxiao ZhuDepartment of General Practice, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Mei LiDepartment of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Lijuan LiuDepartment of General Practice, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Existing research results suggest a correlation between body mass index (BMI) and serum vitamin D levels, as well as the intake of live microbes from dietary sources. However, it is essential to further investigate whether serum vitamin D could serve as a mediator in the relationship between the consumption of dietary live microbes and obesity, as this connection remains to be elucidated. Methods: We analyzed data from 18,099 participants in the 2007-2018 National Health and Nutrition Examination Survey (NHANES), focusing on obesity [assessed via BMI and waist circumference (WC)], serum vitamin D levels, and the dietary intake of live microbes (evaluated both as a continuous variable and a three-level categorical variable). A composite category "MedHi" was used to reflect the intake of foods containing medium (10 Results: After adjusting for potential confounding factors, it was found that both vitamin D and the MedHi consumption were strongly and negatively associated with obesity. Mediation analysis revealed that serum vitamin D mediated the relationship between the dietary intake of live microbes and BMI, WC, obesity, and abdominal obesity with mediated proportions of 14.6, 12.5, 13.0, and 12.5%, respectively. Conclusion: The positive association between the dietary intake of live microbes and obesity risk is partly mediated by serum vitamin D. Foods with higher microbial concentrations could be beneficial.

Indexed as

live microbes intakemediation analysisNHANESobesityvitamin D

Identifiers

PMID40948872
PMCPMC12425993

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.