Evidence map›Paper›PMID 41615802›Full record

ArticleCell reports2026

Systems mapping of intra-donor, cross-tissue T cell clonal expansion and tissue adaptation in the gut-liver-blood axis.

Ran Ran, Merve Uslu, Mohd Farhan Siddiqui, Douglas K Brubaker, Martin Trapecar

Abstract read
In one paragraph

Article in Cell reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Ran RanCenter for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA.
Merve UsluDepartment of Medicine, Johns Hopkins University School of Medicine, Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA.
Mohd Farhan SiddiquiDepartment of Medicine, Johns Hopkins University School of Medicine, Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA.
Douglas K BrubakerCenter for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA; The Blood, Heart, Lung, and Immunology Research Center, Case Western Reserve University, University Hospitals of Cleveland, Cleveland, OH, USA. Electronic address: dkb50@case.edu.
Martin TrapecarDepartment of Medicine, Johns Hopkins University School of Medicine, Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA. Electronic address: mtrapec1@jhmi.edu.

Funding

Uncovering the hidden universe of metabolite-specific T lymphocytes,using human multiorgan microphysiological systems.R35GM146900 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI Martin Trapecar · 2022 to 2026
$2.2M
NIGMS NIH HHS R35 GM146900
6 · The paper itself

Abstract

The human gut-liver axis is a critical immunological interface, yet factors that shape T cell adaptation and clonal expansion across tissues remain unclear. We performed integrated single-cell RNA and T cell receptor sequencing on T cells from matched colon epithelium, lamina propria, liver, and blood of the same donors, enabling clonal tracking and tissue-specific transcriptional profiling without inter-individual confounders. Colonic intraepithelial lymphocytes were largely clonally distinct from lamina propria T cells. Tissue-resident T cells in colon vs. liver displayed marked transcriptional divergence, with colonic lamina propria tissue-resident memory T cells (TRMs) enriched for interferon-stimulated genes (e.g., ISG15 and IFITM3). Ligand-receptor analysis implicated liver-derived factors, including fibrinogen gamma chain, in shaping colon TRM states. Across tissues, highly expanded clones of the same cell type shared a core upregulated gene set, suggesting common determinants of clonal success. These data provide a same-donor single-cell atlas of T cell diversity and adaptation across the human gut-liver-blood axis.

Indexed as

ColonLiverT-LymphocytesClone CellsHumansIntestinal MucosaReceptors, Antigen, T-CellReceptors, Antigen, T-Cellclonal distributioncolon intraepithelial lymphocytesCP: immunologygut-liver-blood axislamina propria T cellsmultimodal niche inferencesingle-cell RNA-seqsingle-cell TCR sequencingT cell clonalitytissue-resident memory T cellstissue-specific adaptation

Identifiers

PMID41615802
PMCPMC13101079

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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.