Evidence map›Paper›PMID 40719066›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Single-Cell RNA Sequencing Reveals the Heterogeneity in Differentiation Trajectory and Tumor Microenvironment Leading to More Aggressive Phenotypes of Papillary Thyroid Cancer in Children and Young Adult Patients.

Kai Guo, Lingyi Yang, Zirui Huang, Kai Qian, Yuan Shi, Mengjia Fei, Yuan Feng, Zixian Chen, Ming Qiu, Linglin Tang and 6 more

Erratum issuedAbstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
  8. Article
  9. Multimodal spectrum of approach in poorly differentiated thyroid carcinoma (an updated analysis).Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors.

Kai GuoDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Lingyi YangDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Zirui HuangDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Kai QianDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Yuan ShiDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Mengjia FeiDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Yuan FengDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Zixian ChenDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Ming QiuDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Linglin TangDepartment of Nuclear Medicine, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Anqi LiDepartment of Pathology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.
Zhibao LvDepartment of General Surgery, Children's Hospital of Shanghai, Shanghai Jiao Tong University, Shanghai, 200333, China.
Jiangbin LiuDepartment of General Surgery, Children's Hospital of Shanghai, Shanghai Jiao Tong University, Shanghai, 200333, China.
Zhou ChenDepartment of General Surgery, Children's Hospital of Shanghai, Shanghai Jiao Tong University, Shanghai, 200333, China.
Kuiran DongDepartment of Pediatric Surgery, Children's Hospital of Fudan University, Shanghai, 201102, China.
Zhuoying WangDepartment of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200001, China.ORCID https://orcid.org/0000-0002-8121-5286

Funding

China Medical Tribune,Navigation Plan · Research Pioneer-New Strategies for Precision Diagnosis and Treatment of Tumors 001National Natural Science Foundation of China 81972496National Natural Science Foundation of China 82473457Youth Foundation for Thyroid Research of Beijing Health Promotion Association BJHPA-2022-JZHXZHQNYJ-JCH-04
6 · The paper itself

Abstract

The tumor ecosystem heterogeneity of papillary thyroid carcinoma (PTC) is poorly characterized in children and young adult patients (CAYA-PTC). In this study, single-cell RNA sequencing is used to profile transcriptomes from the paratumor and tumor tissues of 11 patients. Compared to adult, CD4T_Tfh and CD8T_Tex cells are significantly more prevalent in CAYA-PTC patients. Three phenotypes are identified within the thyrocytes through differentiation trajectory analysis, including normal, BRAF-like, and Fusion-like. Notably, the data reveal that CAYA-PTC patients lack the "mild-state (BRAF-like)" malignant thyrocyte population. This variation in differentiation states indicates that PTC cells in CAYA patients rapidly develop into invasive and metastatic forms, whereas in adult patients, this progression occurs gradually over a longer period. Additionally, extracellular matrix cancer-associated fibroblasts (emCAFs_LAMP5) interact with endothelial cells and thyrocytes, promoting tumor angiogenesis and metastasis more prominently in CAYA patients. Fibroblast activation protein (FAP) expression is high in emCAF_LAMP5 and positively correlated with LAMP5 in CAYA-PTC tissues. Consequently, 68Ga-FAPI-PET emerges as a promising diagnostic method for CAYA patients who are not effectively diagnosed by traditional 18F-FDG-PET. Collectively, the findings provide insight into the CAYA-PTC ecosystem that suggests distinct diagnostic, prognostic, and therapeutic implications compared to adults.

Indexed as

Cell DifferentiationThyroid Cancer, PapillaryThyroid NeoplasmsAdolescentAdultCancer-Associated FibroblastsCell CommunicationChildFemaleFibroblast Activation Protein AlphaGene Expression Regulation, NeoplasticHumansKaplan-Meier EstimateMalePositron-Emission TomographyPrognosis68Ga-FAPIFAP protein, humanFibroblast Activation Protein AlphaQuinolines⁶⁸Ga‐FAPI‐PETpapillary thyroid cancersingle‐cell RNA sequencingthyrocyte differentiation trajectorytumor microenvironment

Identifiers

PMID40719066
PMCPMC12533407

What OpenQuestion holds

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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.