Evidence map›Paper›PMID 41257484›Full record

ArticleEndocrine connections2025

Single-cell RNA sequencing reveals tumor cell and immune cell variations associated with lymphatic metastasis in papillary thyroid cancer.

Yi Chen, Junyan Zhao, Yuchen Sun, Zhongjing Yang, Caizhe Yang, Di Zhu

Abstract read
In one paragraph

Article in Endocrine connections, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. Article
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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

6 authors.

Yi ChenDepartment of Endocrinology, Air Force Medical Center, Beijing, China.ORCID https://orcid.org/0009-0003-5440-289X
Junyan ZhaoDepartment of Endocrinology, Air Force Medical Center, Beijing, China.
Yuchen SunDepartment of Endocrinology, Air Force Medical Center, Beijing, China.
Zhongjing YangDepartment of Endocrinology, Air Force Medical Center, Beijing, China.
Caizhe YangDepartment of Endocrinology, Air Force Medical Center, Beijing, China.
Di ZhuDepartment of Endocrinology, Air Force Medical Center, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The biology of papillary thyroid carcinoma (PTC) is highly varied. However, the intraregional heterogeneity present in PTC with or without lymphatic metastasis (LM) is still not well understood. Methods: Six tumor samples from patients with PTC were used for viable cell single-cell RNA sequencing (scRNA-seq) analysis. The cell types were identified using markers from the CellMarker database and published research. To perform functional enrichment analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses and Gene Set Enrichment Analysis (GSEA) were carried out using ClusterProfiler. The cell-chat package was used to analyze the cell-cell interaction. Results: 13 cell types were identified in the scRNA-seq dataset by published cell markers. Enrichment pathway analyses of tumor cells found that PTC with LM was associated with pathways related to cell proliferation, migration, and survival. Cell-cell interaction analysis showed increased CD44-TYROBP-mediated and decreased PPIA-BSG and APP-SORL1-mediated cell communication between tumor cells and other cells. Specifically, CD8+ resident memory T cells emerged as pivotal regulators in LM of PTC, primarily through the expression of MHC-I, CD99, and LCK. Conclusions: This study provides new insights into the heterogeneity of PTC and the basis for LM in PTC, which might provide potential therapeutic targets in future treatment.

Indexed as

lymphatic metastasispapillary thyroid cancersingle-cell RNA sequencingtumor microenvironment

Identifiers

PMID41257484
PMCPMC12678849

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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.