Evidence map›Paper›PMID 34239104›Full record

ReviewNature reviews. Cancer2021

Decoding leader cells in collective cancer invasion.

Samuel A Vilchez Mercedes, Federico Bocci, Herbert Levine, José N Onuchic, Mohit Kumar Jolly, Pak Kin Wong

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. Cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers.

0numbers the graph read from it
0cells of the map it votes in
88citing papers in PubMed
11.4field-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

88 citing papers in PubMed, 160 citations in OpenAlex.

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  18. FAPNature communications · 2025
    Article
  19. Collective migration modes in development, tissue repair and cancer.Nature reviews. Molecular cell biology · 2025
    Review
  20. Article

28 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

6 authors at 5 institutions in 2 countries.

Samuel A Vilchez MercedesDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA.ORCID http://orcid.org/0000-0003-4609-3188
Federico BocciCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Herbert LevineCenter for Theoretical Biological Physics, Department of Physics, and Department of Bioengineering, Northeastern University, Boston, MA, USA. h.levine@northeastern.edu.ORCID http://orcid.org/0000-0002-8819-9055
José N OnuchicCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA. jonuchic@rice.edu.ORCID http://orcid.org/0000-0002-9448-0388
Mohit Kumar JollyCentre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India. mkjolly@iisc.ac.in.ORCID http://orcid.org/0000-0002-6631-2109
Pak Kin WongDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA. pak@engr.psu.edu.ORCID http://orcid.org/0000-0001-7388-2110
Pennsylvania State University · USCenter for Theoretical Biological Physics · USIndian Institute of Science Bangalore · INNortheastern University · USUniversity of California, Irvine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Collective cancer invasion with leader-follower organization is increasingly recognized as a predominant mechanism in the metastatic cascade. Leader cells support cancer invasion by creating invasion tracks, sensing environmental cues and coordinating with follower cells biochemically and biomechanically. With the latest developments in experimental and computational models and analysis techniques, the range of specific traits and features of leader cells reported in the literature is rapidly expanding. Yet, despite their importance, there is no consensus on how leader cells arise or their essential characteristics. In this Perspective, we propose a framework for defining the essential aspects of leader cells and provide a unifying perspective on the varying cellular and molecular programmes that are adopted by each leader cell subtype to accomplish their functions. This Perspective can lead to more effective strategies to interdict a major contributor to metastatic capability.

Indexed as

Neoplasm InvasivenessAnimalsCell MovementHumansNeoplasmsNeoplastic Cells, CirculatingTumor Microenvironment

Identifiers

PMID34239104
OpenAlexW3177937846

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.