Evidence map›Paper›PMID 37786704›Full record

ArticlebioRxiv : the preprint server for biology2023

A spatially mapped gene expression signature for intestinal stem-like cells identifies high-risk precursors of gastric cancer.

Robert J Huang, Ignacio A Wichmann, Andrew Su, Anuja Sathe, Miranda V Shum, Susan M Grimes, Rithika Meka, Alison Almeda, Xiangqi Bai, Jeanne Shen and 4 more

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2023. 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, 6 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 4 institutions in 3 countries.

Robert J HuangDivision of Gastroenterology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Ignacio A WichmannDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Andrew SuInstitute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia.
Anuja SatheDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Miranda V ShumDivision of Gastroenterology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Susan M GrimesDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Rithika MekaDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Alison AlmedaDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Xiangqi BaiDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Jeanne ShenDepartment of Pathology, Stanford School of Medicine, Stanford, CA, 94305, USA.
Quan NguyenInstitute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia.
Manuel R AmievaDepartment of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA.
Joo Ha HwangDivision of Gastroenterology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Hanlee P JiDivision of Oncology, Department of Medicine, Stanford School of Medicine, Stanford, CA, 94305, USA.
Stanford Medicine · USThe University of Queensland · AUPontificia Universidad Católica de Chile · CLStanford University · US

Funding

Project 3: Molecular Risk Stratification of Gastric Precancerous LesionsP01CA265772 · NCI · STANFORD UNIVERSITY · PI Summer S Han · 2023 to 2026
$9.0M
Statistical Models for Genome Sequencing and AssociationR01HG006137 · NHGRI · UNIVERSITY OF PENNSYLVANIA · PI JI, HANLEE P, ZHANG, NANCY R · 2011 to 2022
$4.3M
Integrating cancer genomics and spatial architecture of tumor infiltrating lymphocytesR01CA280089 · NCI · STANFORD UNIVERSITY · PI Hanlee P Ji · 2023 to 2026
$1.9M
PRECISE - a PErsonalized Risk Score for gastrIc CancErK08CA252635 · NCI · STANFORD UNIVERSITY · PI HUANG, ROBERT JEFFREY · 2021 to 2025
$941k
NCI NIH HHS K08 CA252635NCI NIH HHS P01 CA265772NCI NIH HHS R01 CA280089NHGRI NIH HHS R01 HG006137
6 · The paper itself

Abstract

Objective: Gastric intestinal metaplasia ( Methods: This study was based on clinical and genomic data from four cohorts: 1) GAPS, a GIM cohort with detailed OLGIM severity scoring (N=303 samples); 2) the Cancer Genome Atlas (N=198); 3) a collation of in-house and publicly available scRNA-seq data (N=40), and 4) a spatial validation cohort (N=5) consisting of annotated histology slides of patients with either GC or advanced GIM. We used a multi-omics pipeline to identify, validate and sequentially parse a highly-refined signature of 26 genes which characterize high-risk GIM. Results: Using standard RNA-seq, we analyzed two separate, non-overlapping discovery (N=88) and validation (N=215) sets of GIM. In the discovery phase, we identified 105 upregulated genes specific for high-risk GIM (defined as OLGIM III-IV), of which 100 genes were independently confirmed in the validation set. Spatial transcriptomic profiling revealed 36 of these 100 genes to be expressed in metaplastic foci in GIM. Comparison with bulk GC sequencing data revealed 26 of these genes to be expressed in intestinal-type GC. Single-cell profiling resolved the 26-gene signature to both mature intestinal lineages (goblet cells, enterocytes) and immature intestinal lineages (stem-like cells). A subset of these genes was further validated using single-molecule multiplex fluorescence Conclusions: using an integrated multi-omics approach, we identified a novel 26-gene expression signature for high-OLGIM precursors at increased risk for GC. We found this signature localizes to aberrant intestinal stem-like cells within the metaplastic microenvironment. These findings hold important translational significance for future prevention and early detection efforts.

Indexed as

gastric cancerIntestinal metaplasiaOLGIMstem cells

Identifiers

PMID37786704
PMCPMC10541579
OpenAlexW4386953572

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.