Evidence map›Paper›PMID 33844319›Full record

ReviewThe EMBO journal2021

Tumor cell heterogeneity and its transcriptional bases in pancreatic cancer: a tale of two cell types and their many variants.

Marta Milan, Giuseppe R Diaferia, Gioacchino Natoli

Open access · greenAbstract readReview
In one paragraph

Review in The EMBO journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
1.9field-weighted citation impact, top 11% 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

17 citing papers in PubMed, 26 citations in OpenAlex.

  1. Article
  2. Review
  3. Strategy for early diagnosis of pancreatic cancer.Frontiers in gastroenterology (Lausanne, Switzerland) · 2026
    Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
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  10. Review
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  15. Cancer evolution: Darwin and beyond.The EMBO journal · 2021
    Review
  16. Article
  17. 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

3 authors at 2 institutions in 1 country.

Marta MilanDepartment of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy.ORCID 0000-0003-1231-0586
Giuseppe R DiaferiaDepartment of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy.ORCID 0000-0003-4022-8483
Gioacchino NatoliDepartment of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy.ORCID 0000-0003-0711-2411
European Institute of Oncology · ITHumanitas University · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC), one of the most highly lethal tumors, is characterized by complex histology, with a massive fibrotic stroma in which both pseudo-glandular structures and compact nests of abnormally differentiated tumor cells are embedded, in different proportions and with different mutual relationships in space. This complexity and the heterogeneity of the tumor component have hindered the development of a broadly accepted, clinically actionable classification of PDACs, either on a morphological or a molecular basis. Here, we discuss evidence suggesting that such heterogeneity can to a large extent, albeit not exclusively, be traced back to two main classes of PDAC cells that commonly coexist in the same tumor: cells that maintained their ability to differentiate toward endodermal, mucin-producing epithelia and epithelial cells unable to form glandular structures and instead characterized by various levels of squamous differentiation and the expression of mesenchymal lineage genes. The underlying gene regulatory networks and how they are controlled by distinct transcription factors, as well as the practical implications of these two different populations of tumor cells, are discussed.

Indexed as

AnimalsCarcinoma, Pancreatic DuctalCell DifferentiationEpithelial CellsEpitheliumGene Expression Regulation, NeoplasticGene Regulatory NetworksHumansPancreatic NeoplasmsTranscription FactorsTranscription, GeneticTranscription Factorsdifferentiationpancreatic cancerpancreatic ductal adenocarcinomatranscriptiontumor grading

Identifiers

PMID33844319
PMCPMC8246061
OpenAlexW3155109852

What OpenQuestion 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 OpenQuestion graph.