Evidence map›Paper›PMID 42340813›Full record

ReviewEuropean thyroid journal2026

Single-cell RNA sequencing: a powerful tool to study heterogeneity in papillary and anaplastic thyroid carcinoma.

Vicente Rodrigues Marczyk, Jennifer Rui Wang

Abstract readReview
In one paragraph

Review in European thyroid journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Vicente Rodrigues MarczykDepartment of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center , Houston, USA.ORCID 0000-0001-7005-722X
Jennifer Rui WangDepartment of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center , Houston, USA.ORCID 0000-0002-0807-3832

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thyroid cancers are a complex ecosystem comprising cancer cells along with stromal and immune cells in the tumor microenvironment. In recent years, single-cell RNA sequencing has transformed our understanding of tumor heterogeneity, enabling in-depth analysis of thyroid cancer biology both within and across tumors. In this review, we explore the insights provided by this technology into the study of papillary and anaplastic thyroid carcinomas. We examine the phenotypic heterogeneity observed among cancer cells themselves, as well as the changes orchestrated by tumor cells in stromal and immune populations during cancer progression.

Indexed as

Sequence Analysis, RNASingle-Cell AnalysisThyroid Cancer, PapillaryThyroid Carcinoma, AnaplasticThyroid NeoplasmsGenetic HeterogeneityHumansSingle-Cell Gene Expression AnalysisTumor Microenvironmentsingle-cell sequencingthyroid cancertranscriptometumor microenvironment

Identifiers

PMID42340813
PMCPMC13386160

What Socratic holds

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LicenceCC BY-NC
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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.