Evidence map›Paper›PMID 37053016›Full record

ArticleThe Journal of clinical investigation2023

Anaplastic transformation in thyroid cancer revealed by single-cell transcriptomics.

Lina Lu, Jennifer Rui Wang, Ying C Henderson, Shanshan Bai, Jie Yang, Min Hu, Cheng-Kai Shiau, Timothy Pan, Yuanqing Yan, Tuan M Tran and 13 more

Abstract read
In one paragraph

Article in The Journal of clinical investigation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers.

0numbers the graph read from it
0cells of the map it votes in
96citing 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

96 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Genomics and Multi-Omics to Guide Clinical Management in Thyroid Cancer.International journal of molecular sciences · 2026
    Review
  6. Article
  7. Review
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. PRECISE: A Prognostic Thyrocyte-Derived Gene Signature for Papillary Thyroid Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

36 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

23 authors.

Lina LuDepartment of Biochemistry and Molecular Genetics, and.
Jennifer Rui WangDepartment of Head and Neck Surgery.
Ying C HendersonDepartment of Head and Neck Surgery.
Shanshan BaiDepartment of Genetics, and.
Jie YangDepartment of Radiation Oncology, New York University Langone School of Medicine, New York, New York, USA.
Min HuDepartment of Genetics, and.
Cheng-Kai ShiauDepartment of Biochemistry and Molecular Genetics, and.
Timothy PanThe Driskill Graduate Program and.
Yuanqing YanDepartment of Surgery, Northwestern University, Chicago, Illinois, USA.
Tuan M TranDepartment of Genetics, and.
Jianzhuo LiDepartment of Genetics, and.
Rachel KieserCenter for RNA Therapeutics, Department of Cardiovascular Sciences, and.
Xiao ZhaoDepartment of Genetics, and.
Jiping WangDepartment of Head and Neck Surgery.
Roza NurievaDepartment of Immunology.
Michelle D WilliamsDepartment of Pathology, and.
Maria E CabanillasDepartment of Endocrine Neoplasia and Hormonal Disorders, UT MD Anderson Cancer Center, Houston, Texas, USA.
Ramona DaduDepartment of Endocrine Neoplasia and Hormonal Disorders, UT MD Anderson Cancer Center, Houston, Texas, USA.
Naifa Lamki BusaidyDepartment of Endocrine Neoplasia and Hormonal Disorders, UT MD Anderson Cancer Center, Houston, Texas, USA.
Mark ZafereoDepartment of Head and Neck Surgery.
Nicholas NavinDepartment of Genetics, and.
Stephen Y LaiDepartment of Head and Neck Surgery.
Ruli GaoDepartment of Biochemistry and Molecular Genetics, and.

Funding

Single Cell Mosaic Mutation Atlas of Human OrganR35GM142539 · NIGMS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GAO, RULI · 2021 to 2025
$2.0M
NIGMS NIH HHS R35 GM142539
6 · The paper itself

Abstract

The deadliest anaplastic thyroid cancer (ATC) often transforms from indolent differentiated thyroid cancer (DTC); however, the complex intratumor transformation process is poorly understood. We investigated an anaplastic transformation model by dissecting both cell lineage and cell fate transitions using single-cell transcriptomic and genetic alteration data from patients with different subtypes of thyroid cancer. The resulting spectrum of ATC transformation included stress-responsive DTC cells, inflammatory ATC cells (iATCs), and mitotic-defective ATC cells and extended all the way to mesenchymal ATC cells (mATCs). Furthermore, our analysis identified 2 important milestones: (a) a diploid stage, in which iATC cells were diploids with inflammatory phenotypes and (b) an aneuploid stage, in which mATCs gained aneuploid genomes and mesenchymal phenotypes, producing excessive amounts of collagen and collagen-interacting receptors. In parallel, cancer-associated fibroblasts showed strong interactions among mesenchymal cell types, macrophages shifted from M1 to M2 states, and T cells reprogrammed from cytotoxic to exhausted states, highlighting new therapeutic opportunities for the treatment of ATC.

Indexed as

Thyroid Carcinoma, AnaplasticThyroid NeoplasmsAneuploidyCell Line, TumorGene Expression ProfilingHumansTranscriptomeBioinformaticsExpression profilingGeneticsHead and neck cancerOncology

Identifiers

PMID37053016
PMCPMC10231997

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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.