Evidence map›Paper›PMID 37118782›Full record

ArticleBMC medicine2023

Cross-talks between gut microbiota and tobacco smoking: a two-sample Mendelian randomization study.

Jiayao Fan, Yuan Zhou, Ran Meng, Jinsong Tang, Jiahao Zhu, Melinda C Aldrich, Nancy J Cox, Yimin Zhu, Yingjun Li, Dan Zhou

Open access · goldAbstract read
In one paragraph

Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed, 2 pooled it
17.5field-weighted citation impact, top 1% of its field
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

84 citing papers in PubMed, 2 syntheses or guidelines pooled it, 108 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Smoking Interacts WithBiological psychiatry global open science · 2026
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  6. Host genetic regulation of rumen 6-hydroxymelatonin reduces methane emissions in dairy cattle.Proceedings of the National Academy of Sciences of the United States of America · 2026
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  10. Bacillus velezensis alleviates PMAnimal microbiome · 2026
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  19. Review
  20. HS-AssociatedMicroorganisms · 2025
    Article

24 more citing papers are in PubMed but not listed here.

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

10 authors at 5 institutions in 2 countries.

Jiayao Fan *School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, 388 Yuhangtang Road, Hangzhou, 310058, China.
Yuan Zhou *Department of Biostatistics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
Ran MengSchool of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, 388 Yuhangtang Road, Hangzhou, 310058, China.
Jinsong TangDepartment of Psychiatry, Sir Run-Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
Jiahao ZhuDepartment of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China.
Melinda C AldrichDivision of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Nancy J CoxDivision of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Yimin ZhuDepartment of Epidemiology & Biostatistics, School of Public Health, Zhejiang University, 388 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China. zhuym@zju.edu.cn.
Yingjun LiDepartment of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China. 2016034036@hmc.edu.cn.
Dan ZhouSchool of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, 388 Yuhangtang Road, Hangzhou, 310058, China. zdangm@gmail.com.
Vanderbilt University Medical Center · USHangzhou Medical College · CNSecond Affiliated Hospital of Zhejiang University · CNSir Run Run Shaw Hospital · CNZhejiang University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundConsiderable evidence has been reported that tobacco use could cause alterations in gut microbiota composition. The microbiota-gut-brain axis also in turn hinted at a possible contribution of the gut microbiota to smoking. However, population-level studies with a higher evidence level for causality are lacking.

methodsThis study utilized the summary-level data of respective genome-wide association study (GWAS) for 211 gut microbial taxa and five smoking phenotypes to reveal the causal association between the gut microbiota and tobacco smoking. Two-sample bidirectional Mendelian randomization (MR) design was deployed and comprehensively sensitive analyses were followed to validate the robustness of results. We further performed multivariable MR to evaluate the effect of neurotransmitter-associated metabolites on observed associations.

resultsOur univariable MR results confirmed the effects of smoking on three taxa (Intestinimonas, Catenibacterium, and Ruminococcaceae, observed from previous studies) with boosted evidence level and identified another 13 taxa which may be causally affected by tobacco smoking. As for the other direction, we revealed that smoking behaviors could be potential consequence of specific taxa abundance. Combining with existing observational evidence, we provided novel insights regarding a positive feedback loop of smoking through Actinobacteria and indicated a potential mechanism for the link between parental smoking and early smoking initiation of their children driven by Bifidobacterium. The multivariable MR results suggested that neurotransmitter-associated metabolites (tryptophan and tyrosine, also supported by previous studies) probably played a role in the action pathway from the gut microbiota to smoking, especially for Actinobacteria and Peptococcus.

conclusionsIn summary, the current study suggested the role of the specific gut microbes on the risk for cigarette smoking (likely involving alterations in metabolites) and in turn smoking on specific gut microbes. Our findings highlighted the hazards of tobacco use for gut flora dysbiosis and shed light on the potential role of specific gut microbiota for smoking behaviors.

Indexed as

ActinobacteriaGastrointestinal MicrobiomeEubacterialesGenome-Wide Association StudyMendelian Randomization AnalysisPolymorphism, Single NucleotideSmokingTobacco SmokingGut microbiotaMendelian randomizationMetaboliteMicrobiota-gut-brain axisTobacco smoking

Identifiers

PMID37118782
PMCPMC10148467
OpenAlexW4367297566

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.