Evidence map›Paper›PMID 40019403›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Transcriptome Landscape of Cancer-Associated Fibroblasts in Human PDAC.

Mengyu Tao, Wenting Liu, Jianhua Chen, Rujiao Liu, Jianling Zou, Bo Yu, Chenchen Wang, Mingzhu Huang, Qingjian Chen, Zhe Zhang and 6 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing 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

29 citing papers in PubMed.

  1. Review
  2. Review
  3. Tumor-Derived LAMB3 Drives Immunosuppressive LRRC15Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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  5. Article
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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

16 authors.

Mengyu TaoDepartment of Oncology, Shanghai General Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200800, P. R. China.
Wenting LiuDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Jianhua ChenDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Rujiao LiuDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Jianling ZouDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Bo YuDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Chenchen WangDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Mingzhu HuangDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Qingjian ChenDepartment of Oncology, Shanghai General Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200800, P. R. China.
Zhe ZhangDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Zhiyu ChenDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Haoyu SunDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
Cheng ZhouDepartment of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, P. R. China.
Shuguang TanThe Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
Yuxuan ZhengHuman Phenome Institute, Minhang Hosptial, Fudan University, Shanghai, 201203, P. R. China.
Hongxia WangDepartment of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.ORCID https://orcid.org/0000-0003-3481-6940

Funding

Innovative Research Team of High-level Local University in Shanghai SHSMU-ZLCX20211600National Key Research and Development Program of China 2023YFC2506400National Natural Science Foundation of China 32100407National Natural Science Foundation of China 82073269National Natural Science Foundation of China 82172735National Natural Science Foundation of China 82225038National Natural Science Foundation of China 82430092National Natural Science Foundation of China M-0349National Science Fund for Distinguished Young Scholars Fund 82125026Shanghai Anticancer Association SOAR PROJECT SACA-AX202401Shanghai Science and Technology Innovation Action Plan 23J21900900Talent Introduction Fund of Fudan University Shanghai Cancer Center YJRC202403
6 · The paper itself

Abstract

Cancer-associated fibroblasts (CAFs) play a crucial role in the progression of pancreatic ductal adenocarcinoma (PDAC). Here, integrated single-cell RNA sequencing analysis is utilized to comprehensively map CAFs in the human PDAC tumor microenvironment (TME). Normal fibroblasts (NFs) and nine distinct CAF subtypes are identified including newly identified CAF subtypes, CDCP1

Indexed as

Cancer-Associated FibroblastsCarcinoma, Pancreatic DuctalPancreatic NeoplasmsTranscriptomeGene Expression Regulation, NeoplasticHumansTumor MicroenvironmentAP‐1 familyCAFCDCP1heterogeneityPDAC

Identifiers

PMID40019403
PMCPMC12120754

What OpenQuestion holds

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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.