Evidence map›Paper›PMID 41545706›Full record

ReviewNature reviews. Cancer2026

Heterocellular crosstalk and architecture of the pancreatic tumour microenvironment.

Frank Arnold, Annachiara Del Vecchio, Zainab Hussain, Mara H Sherman

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. Cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Hypoxia Impairs CD8Cancers · 2026
    Article
  5. Review
  6. 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

4 authors.

Frank Arnold *Cancer Biology & Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-0025-3668
Annachiara Del Vecchio *Cancer Biology & Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Zainab Hussain *Cancer Biology & Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Mara H ShermanCancer Biology & Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA. shermam1@mskcc.org.ORCID http://orcid.org/0000-0001-7826-3888

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A fibroinflammatory microenvironment coevolves with many tumour types and profoundly influences disease progression and response to therapy. Pancreatic cancer is the archetype of a fibroinflammatory tumour, with non-malignant stromal elements comprising the volumetric majority of the tumour tissue. A convergence of three factors - technological advances enabling deep understanding of heterocellular crosstalk in these complex tumours; therapeutic advances revealing meaningful vulnerabilities in this notoriously chemoresistant, immunosuppressive disease; and conceptual advances towards distilling the conserved features and key functions of stromal elements amid this complexity - has positioned the field in a promising era for discovery, wherein our ever-improving understanding of the pancreatic tumour microenvironment is poised for translational impact. Emerging pan-cancer analyses highlight features of tumour microenvironments conserved not only among pancreatic cancer specimens but also across anatomic sites, such that lessons learnt about the organization of tumour tissue architecture and the role of oncogenic KRAS signalling in this process in other tumours have shaped our understanding of heterocellular dependencies in pancreatic cancer and vice versa. Here, we review recent developments sculpting our current understanding of the diverse features of the pancreatic tumour microenvironment and emerging means to leverage these developments for the benefit of patients with pancreatic cancer.

Indexed as

Pancreatic NeoplasmsTumor MicroenvironmentAnimalsHumansSignal Transduction

Identifiers

PMID41545706

What Socratic holds

Textmetadata
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 Socratic graph.