Evidence map›Paper›PMID 34692770›Full record

ArticleFrontiers in molecular biosciences2021

Weighted Gene Co-expression Network Analysis Identifies a Cancer-Associated Fibroblast Signature for Predicting Prognosis and Therapeutic Responses in Gastric Cancer.

Hang Zheng, Heshu Liu, Huayu Li, Weidong Dou, Xin Wang

Open access · goldAbstract read
In one paragraph

Article in Frontiers in molecular biosciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed, 2 pooled it
9.2field-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

52 citing papers in PubMed, 2 syntheses or guidelines pooled it, 80 citations in OpenAlex.

  1. Pooled it
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  8. A Metastasis-competent CAF Subpopulation Defined byRecent patents on anti-cancer drug discovery · 2026
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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 at 3 institutions in 1 country.

Hang ZhengDepartment of General Surgery, Peking University First Hospital, Peking University, Beijing, China.
Heshu LiuDepartment of Oncology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Huayu LiDepartment of General Surgery, Peking University First Hospital, Peking University, Beijing, China.
Weidong DouDepartment of General Surgery, Peking University First Hospital, Peking University, Beijing, China.
Xin WangDepartment of General Surgery, Peking University First Hospital, Peking University, Beijing, China.
Peking University First Hospital · CNCapital Medical University · CNPeking University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomarkercancer-associated fibroblastsgastric cancerimmunotherapyprognosisweighted gene co-expression network analysis

Identifiers

PMID34692770
PMCPMC8531434
OpenAlexW3204369339

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.