Evidence map›Paper›PMID 39905485›Full record

ArticleJournal of translational medicine2025

Deciphering the generation of heterogeneity in esophageal squamous cell carcinoma metastasis via single-cell multiomics analysis.

Kaiwen Sheng, Jun Chen, Ruitang Xu, Haoqiang Sun, Ran Liu, Yongjie Wang, Wenwen Xu, Jiao Guo, Miao Zhang, Shuai Liu and 4 more

Erratum issuedAbstract read
In one paragraph

Article in Journal of translational medicine, 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 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Kaiwen Sheng *Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250117, Shandong, China.
Jun Chen *Department of Endocrinology and Metabolism, Qilu Hospital, Shandong University, Jinan, 250012, China.
Ruitang XuDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Haoqiang SunDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Ran LiuDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Yongjie WangDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Wenwen XuDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Jiao GuoDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Miao ZhangDepartment of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250117, Shandong, China.
Shuai LiuDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Juan LeiDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China.
Yawen SunDepartment of Clinical Epidemiology and Biostatistics, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117, Shandong, China.
Yang JiaDepartment of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250117, Shandong, China. jysd2013@126.com.
Dianhao GuoDepartment of Biochemistry and Molecular Biology, School of Clinical and Basic Medical Sciences, Shandong First Medical University& Shandong Academy of Medical Sciences, Qingdao Road No.6699, Huaiyin District, Jinan, 250117, China. dhguo@sdfmu.edu.cn.ORCID 0000-0002-4102-2295

Funding

foundation of National Key Research and Development Program of China 2021YFC2401000Jinan Clinical Medical Science and Technology Innovation Program 202328063National College Students Innovation and Entrepreneurship Training Program 202310439115National Natural Science Foundation of China 82403634Natural Science Foundation of Shandong Province ZR2020QH265Natural Science Foundation of Shandong Province ZR2021QC150Natural Science Foundation of Shandong Province ZR2021QH142Sandong Excellent Young Scientists Fund Program 2022HWYQ-027Shandong Provincial Traditional Chinese Medicine Science and Technology Project M-2022263Taishan Scholar Foundation of Shandong Province tsqn202312331
6 · The paper itself

Abstract

backgroundChromatin accessibility plays a crucial role in mediating transcriptional dysregulation and heterogeneity in Esophageal Squamous Cell Carcinoma (ESCC). Examining the chromatin accessibility of ESCC at single-cell level is imperative to understand how it activates oncogenes and contributes to the onset and metastasis of ESCC.

methodsWe performed single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) on cancerous and adjacent noncancerous tissues from four ESCC patients who were pathological staged as T1a, T2b, T3b, or T4a, to investigate whether regulatory elements are pivotal in instigating cellular heterogeneity during ESCC metastasis. In conjunction, we integrated these data with 55 scRNA-seq datasets, ChIP-seq or CUT&Tag sequencing data, Hi-C sequencing data, bulk RNA-seq data, and bulk ATAC-seq data from ESCC cell lines to dissect the mechanisms underlying the heterogeneity of ESCC and tumor microenvironment (TME).

resultsOur study identified enhancer-specific activation within epithelial cells orchestrated by the three-dimensional structure of chromatin that regulates SERPINH1 transcription, and promotes the epithelial-mesenchymal transition (EMT) and metastasis of ESCC. Additionally, chromatin element activation facilitated the expression of TNFSF4 in CD8 + exhausted T cells, thereby activating Tregs. Furthermore, we observed that chromatin accessibility promoted the differentiation of tumor-associated macrophages (TAMs) and cancer associated fibroblasts (CAFs).

conclusionsIn summary, utilizing multiomics analyses, we have revealed chromatin accessibility maps and illuminated the intricate molecular mechanisms that underlie cellular heterogeneity during ESCC metastasis, offering valuable insights to further advance research on tumor progression and deterioration.

Indexed as

Esophageal NeoplasmsEsophageal Squamous Cell CarcinomaGenetic HeterogeneitySingle-Cell AnalysisCell Line, TumorChromatinEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansMultiomicsNeoplasm MetastasisTumor MicroenvironmentChromatinEsophageal Squamous Cell CarcinomaGene regulationscATAC-seqSERPINH1Single-cell multiomic analysisTumor heterogeneityTumor microenvironment

Identifiers

PMID39905485
PMCPMC11792320

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.