Evidence map›Paper›PMID 34711804›Full record

ArticleSignal transduction and targeted therapy2021

Pancreatic cancer cells render tumor-associated macrophages metabolically reprogrammed by a GARP and DNA methylation-mediated mechanism.

Mengwen Zhang, Xingyi Pan, Kenji Fujiwara, Noelle Jurcak, Stephen Muth, Jiaojiao Zhou, Qian Xiao, Anqi Li, Xu Che, Zihai Li and 1 more

Open access · goldAbstract read
In one paragraph

Article in Signal transduction and targeted therapy, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 1 pooled it
5.8field-weighted citation impact, top 2% 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

69 citing papers in PubMed, 1 synthesis or guideline pooled it, 89 citations in OpenAlex.

  1. Pooled it
  2. Review
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  5. Leveraging Macrophage Metabolic Reprogramming for Enhanced Anti-Tumor Immunity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
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  8. Review
  9. Article
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  11. Article
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  13. Immunity and Beyond: Emerging Roles of Monocytes and Macrophages in Cancer.Advances in experimental medicine and biology · 2026
    Review
  14. Review
  15. Article
  16. Article
  17. Article
  18. Review
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9 more citing papers are in PubMed but not listed here.

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

11 authors at 2 institutions in 2 countries.

Mengwen Zhang *Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Xingyi Pan *Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Kenji FujiwaraDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Noelle JurcakDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Stephen MuthDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Jiaojiao ZhouDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.ORCID 0000-0003-0442-6183
Qian XiaoDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Anqi LiPelotonia Institute for Immune-Oncology, The Ohio State University Comprehensive Cancer Center, Columbus, OH, 43210, USA.
Xu CheDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Zihai LiPelotonia Institute for Immune-Oncology, The Ohio State University Comprehensive Cancer Center, Columbus, OH, 43210, USA.
Lei ZhengDepartment of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA. lzheng6@jhmi.edu.
Johns Hopkins University · USThe Ohio State University · US

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI WILLIAM George NELSON · 1985 to 2026
$208.6M
Tumor Antigens for Individual Signatures and TherapyP50CA062924 · NCI · JOHNS HOPKINS UNIVERSITY · PI JAFFEE, ELIZABETH M. · 1993 to 2022
$54.6M
Transforming Human Pancreatic Cancer Into An Immunologic DiseaseP01CA247886 · NCI · JOHNS HOPKINS UNIVERSITY · PI FERTIG, ELANA · 2021 to 2025
$12.7M
Project 3: Structural Basis for grp94 Drug Development and Chaperone FunctionP01CA186866 · NCI · OHIO STATE UNIVERSITY · PI LI, ZIHAI · 2015 to 2019
$6.7M
Targeting the Immunosuppressive Tumor Microenvironment of Pancreatic Cancer with a Neoadjuvant Platform Clinical TrialR01CA197296 · NCI · JOHNS HOPKINS UNIVERSITY · PI William Reece Burns, Eric Christenson · 2015 to 2026
$5.7M
Molecular chaperones and immune toleranceR01AI077283 · NIAID · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI LI, ZIHAI · 2009 to 2021
$3.7M
Interrogate the interaction between tumor cells and nerves in the tumor microenvironment of pancreatic cancerR01CA169702 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI ZHENG, LEI · 2013 to 2023
$3.6M
Integration of inflammation and cancer by molecular chaperoneR01CA213290 · NCI · OHIO STATE UNIVERSITY · PI LI, ZIHAI · 2017 to 2021
$860k
NCI NIH HHS P01 CA186866NCI NIH HHS P01 CA247886NCI NIH HHS P30 CA006973NCI NIH HHS P50 CA062924NCI NIH HHS R01 CA169702NCI NIH HHS R01 CA197296NCI NIH HHS R01 CA213290NIAID NIH HHS R01 AI077283
6 · The paper itself

Abstract

How tumor-associated macrophages transit from a predominant antitumor M1-like phenotype to a protumoral M2-like phenotype during the development of pancreatic ductal adenocarcinoma (PDA) remains to be elucidated. We thus conducted a study by employing a PDA-macrophage co-culture system, an "orthotopic" PDA syngeneic mouse model, and human PDA specimens, together with macrophages derived from GARP knockout mice and multiple analytic tools including whole-genome RNA sequencing, DNA methylation arrays, multiplex immunohistochemistry, metabolism measurement, and invasion/metastasis assessment. Our study showed that PDA tumor cells, through direct cell-cell contact, induce DNA methylation and downregulation of a panel of glucose metabolism and OXPHOS genes selectively in M1-like macrophages, leading to a suppressed glucose metabolic status in M1-like but not in M2-like macrophages. Following the interaction with PDA tumor cells, M1-like macrophages are reprogrammed phenotypically to M2-like macrophages. The interaction between M1-like macrophages and PDA cells is mediated by GARP and integrin αV/β8, respectively. Blocking either GARP or integrin would suppress tumor-induced DNA methylation in Nqo-1 gene and the reprogramming of M1-like macrophages. Glucose-response genes such as Il-10 are subsequently activated in tumor-educated M1-like macrophages. Partly through Il-10 and its receptor Il-10R on tumor cells, M1-like macrophages functionally acquire a pro-cancerous capability. Both exogenous M1-like and M2-like macrophages promote metastasis in a mouse model of PDA while such a role of M1-like macrophages is dependent on DNA methylation. Our results suggest that PDA cells are able to reprogram M1-like macrophages metabolically and functionally through a GARP-dependent and DNA methylation-mediated mechanism to adopt a pro-cancerous fate.

Indexed as

DNA MethylationAnimalsCell Line, TumorDNA, NeoplasmHumansMembrane ProteinsMiceMice, Mutant StrainsNeoplasm ProteinsPancreatic NeoplasmsTumor-Associated MacrophagesDNA, NeoplasmLrrc32 protein, mouseMembrane ProteinsNeoplasm Proteins

Identifiers

PMID34711804
PMCPMC8553927
OpenAlexW3209548944

What OpenQuestion holds

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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.