Evidence map›Paper›PMID 40469507›Full record

ArticleiMeta2025

Single-microbe RNA sequencing uncovers unexplored specialized metabolic functions of keystone species in the human gut.

Yifei Shen, Wenxin Qu, Mengdi Song, Tianyu Zhang, Chang Liu, Xiaofeng Shi, Xinxin Xu, Jingjing Jiang, Liguo Ding, Fangyu Mo and 12 more

Abstract read
In one paragraph

Article in iMeta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
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  7. Review
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  9. Total alkaloids ofFrontiers in pharmacology · 2025
    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

22 authors.

Yifei ShenDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Wenxin QuDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Mengdi SongDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Tianyu ZhangM20 Genomics Hangzhou China.
Chang LiuDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Xiaofeng ShiDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Xinxin XuDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Jingjing JiangDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Liguo DingDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Fangyu MoInstitute of Bioinformatics Zhejiang University Hangzhou China.ORCID 0009-0003-0560-5551
Zheying MaoDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Mingzhu HuangDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Ziye XuDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Jiaye ChenDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Enhui ShenInstitute of Bioinformatics Zhejiang University Hangzhou China.
Jian RuanDepartment of Medical Oncology of The First Affiliated Hospital Zhejiang University School of Medicine Hangzhou China.
Jiong LiuM20 Genomics Hangzhou China.
Michael P TimkoDepartments of Biology and Public Health Sciences University of Virginia Charlottesville Virginia USA.
Yu ChenDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Longjiang FanInstitute of Bioinformatics Zhejiang University Hangzhou China.
Shufa ZhengDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.
Yongcheng WangDepartment of Laboratory Medicine of The First Affiliated Hospital & Liangzhu Laboratory Zhejiang University School of Medicine Hangzhou China.ORCID 0000-0003-2820-4243

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The human body is inhabited by trillions of microorganisms that play a crucial role in health and diseases. Our understanding of the species and functional composition of the human gut microbiome is rapidly expanding, but it is still mainly based on taxonomic profiles or gene abundance measurements. As such, little is known about the species-function heterogeneity and dynamic activities in human microecosystem niches. By applying a novel gut-specific single-microbe ribonucleic acid (RNA) sequencing and analytical framework on three healthy donors with distinct enterotypes, we created a comprehensive transcriptional landscape of the human gut microbiome and dissected functional specialization in 38,922 single microbes across 198 species. We investigated the functional redundancy and complementarity involved in short-chain fatty acids related central carbon metabolism and studied the heterogeneity and covariation of single-microbe metabolic capacity. Comparing the human gut microbiome at different times throughout the day, we were able to map diurnal dynamic activities of the gut microbiome and discovered its association with sub-population functional heterogeneous. Remarkably, using single-microbe RNA sequencing, we systematically dissected the metabolic function heterogeneity of

Indexed as

diurnal dynamicgut microbiomemetabolismsingle‐microbe RNA sequencingspecies functional heterogeneity

Identifiers

PMID40469507
PMCPMC12130570

What OpenQuestion holds

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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 OpenQuestion graph.