Evidence map›Paper›PMID 40972572›Full record

ArticleCancer cell2025

Restraint of cancer cell plasticity by spatial homotypic clustering.

Simona Migliozzi, Bruno Adabbo, Luciano Garofano, Fan Wu, Pedro Davila, Ricardo J Komotar, Michael E Ivan, Ashish H Shah, Benjamin B Currall, Sion Williams and 7 more

Abstract read
In one paragraph

Article in Cancer cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Cell plasticity in cancer and therapy resistance.Experimental & molecular medicine · 2026
    Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Organoids glimpse: the nexus for diverse tumor heterogeneity.Frontiers in cell and developmental biology · 2026
    Review
  11. Article
  12. Targeting tumor transition windows.Exploration of targeted anti-tumor therapy · 2026
    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

17 authors.

Simona MigliozziSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Bruno AdabboSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Electrical Engineering and Information Technology (DIETI), University of Naples Federico II, Napoli, Italy.
Luciano GarofanoSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Public Health Sciences, Division of Biostatistics and Bioinformatics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Fan WuSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Pedro DavilaSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Frost Institute for Data Science and Computing, University of Miami, Miami, FL 33146, USA.
Ricardo J KomotarDepartment of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Michael E IvanDepartment of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Ashish H ShahDepartment of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Benjamin B CurrallOnco-Genomics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL, USA.
Sion WilliamsOnco-Genomics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL, USA; Department of Neurology, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Daniel Bilbao CortesSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Pathology and Laboratory Medicine, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
Melinda Minucci BooneBiospecimen Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Macarena I de la FuenteSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Neurology, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Sakir H GultekinDepartment of Pathology and Laboratory Medicine, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
Michele CeccarelliSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Public Health Sciences, Division of Biostatistics and Bioinformatics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
Antonio IavaroneSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, FL 33136, USA. Electronic address: axi435@med.miami.edu.
Anna LasorellaSylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Department of Biochemistry and Molecular Biology, University of Miami, Miller School of Medicine, Miami, FL 33136, USA. Electronic address: axl4252@med.miami.edu.

Funding

Tumor Biology Research ProgramP30CA240139 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Stephen D. Nimer · 2019 to 2026
$24.1M
Oncogenic mechanisms, molecular stratification and therapeutic targets of brain tumorsR35CA253183 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Antonio Iavarone · 2021 to 2026
$5.2M
The role of Id proteins in tumor development and angiogenesis in the brainR01CA101644 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI LASORELLA, ANNA · 2003 to 2013
$3.5M
Evolution and targeting of the functional states of glioblastomaR01CA268592 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Antonio Iavarone, ANNA LASORELLA · 2022 to 2026
$2.0M
Mechanisms of ID2 regulation in gliomaR01CA239721 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI LASORELLA, ANNA · 2019 to 2023
$1.8M
The Ureb-1 ubiquitin ligase in neural stem cells and cancerR01CA131126 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI LASORELLA, ANNA · 2008 to 2012
$1.6M
Activation of protein kinases by proline hydroxylationR01CA280560 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI ANNA LASORELLA · 2024 to 2026
$1.3M
Dissecting spatiotemporal heterogeneity of glioblastoma evolution under therapyK99CA286730 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI MIGLIOZZI, SIMONA · 2024 to 2025
$277k
NCI NIH HHS K99 CA286730NCI NIH HHS P30 CA240139NCI NIH HHS R01 CA101644NCI NIH HHS R01 CA131126NCI NIH HHS R01 CA239721NCI NIH HHS R01 CA268592NCI NIH HHS R01 CA280560NCI NIH HHS R35 CA253183
6 · The paper itself

Abstract

Tumor heterogeneity fueled by plasticity of cancer cells is a key to therapy failure. Here, we define the role of proximal communications of malignant cells in glioblastoma plasticity. We find that tumor cell state coherence is maximal in cells organized in homotypic clusters with defined relationships with non-malignant cells, whereas randomly dispersed cells downregulate the original state, acquire alternative phenotypes and exhibit changes in the microenvironment. We demonstrate the intrinsic propensity of glioblastoma cells to develop into clustered and dispersed spatial patterns in orthotopic mouse models and experimentally validate the cell state-specific mechanisms of cell-cell adhesion that prevent phenotype deviation with pharmacologic perturbations in patients-derived glioblastoma models. We establish the generality of "homotypic clustered cell identity" in circulating clustered and single breast cancer cells and show that the glioblastoma glycolytic-plurimetabolic dispersed cellular state uniquely confers shorter survival, thus assigning clinical significance to the spatial patterning of cancer cells in human tumors.

Indexed as

Brain NeoplasmsCell PlasticityGlioblastomaAdultAgedAged, 80 and overAnimalsBreast NeoplasmsCell ProliferationCerebral HemorrhageFemaleGene Expression Regulation, NeoplasticHumansMaleMiceMice, Inbred C57BLcancer cell plasticityglioblastomaintratumor heterogeneitysingle-cell spatial proteomicssingle-cell spatial transciptomictumor ecosystem

Identifiers

PMID40972572
PMCPMC12453603

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.