Evidence map›Paper›PMID 42119558›Full record

ArticleCell reports methods2026

HyPIC-3D enables characterization of migratory cancer cell subpopulations in 3D hypoxic microenvironments.

Luana Schito, Sergio Rey-Keim

Abstract read
In one paragraph

Article in Cell reports methods, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Luana SchitoUCD School of Medicine, Dublin 4, D04 C7X2, Ireland; UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4 D04 C7X2, Ireland. Electronic address: luana.schito@ucd.ie.
Sergio Rey-KeimUCD School of Medicine, Dublin 4, D04 C7X2, Ireland; UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4 D04 C7X2, Ireland. Electronic address: sergio.rey@ucd.ie.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malignant tumors harbor cancer cell subpopulations with heterogeneous migratory behaviors. Identifying the molecular programs specifying whether these subpopulations migrate or remain stationary is essential for preventing metastasis and requires experimental approaches that directly separate and analyze these subpopulations as they move throughout 3D microenvironments. Here, we present "paired isolation and characterization in 3D hypoxic microenvironments" (HyPIC-3D), a method to isolate and characterize migratory and non-migratory cancer cell subpopulations from the same pool of spheroids. By adapting tissue culture inserts used for migration assays, we established a migration platform that preserves oxygen gradients and the spheroid architecture. HyPIC-3D shows that the pattern and extent of migration differ among cancer cell types while identifying distinct molecular switches and oxygen requirements underlying this heterogeneity. Integrated with image analysis tools, HyPIC-3D is implemented with standard computational and laboratory equipment and is amenable to diverse downstream applications, enabling mechanistic dissection of migration and discovery of metastatic regulators.

Indexed as

Cell Culture Techniques, Three DimensionalCell MovementNeoplasmsTumor MicroenvironmentCell HypoxiaCell Line, TumorHumansSpheroids, Cellular3D cancer models3D microenvironmentcancer cell migrationcancer spheroidsCP: cancer biologymetastasismigration assaystumor hypoxia

Identifiers

PMID42119558
PMCPMC13282655

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Registered trials

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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.