Evidence map›Paper›PMID 35853872›Full record

ArticleCell discovery2022

Single-cell multiomics analysis reveals regulatory programs in clear cell renal cell carcinoma.

Zhilin Long, Chengfang Sun, Min Tang, Yin Wang, Jiayan Ma, Jichuan Yu, Jingchao Wei, Jianzhu Ma, Bohan Wang, Qi Xie and 1 more

Open access · goldAbstract read
In one paragraph

Article in Cell discovery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers.

0numbers the graph read from it
0cells of the map it votes in
67citing papers in PubMed
12.8field-weighted citation impact, top 1% of its field
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

67 citing papers in PubMed, 112 citations in OpenAlex.

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  13. Enhancer Reprogramming Reveals the Tumorigenic Role of PTPRZ1 in Lung Squamous Cell Carcinoma.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
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  16. FAPNature communications · 2025
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7 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

11 authors at 5 institutions in 2 countries.

Zhilin LongCollege of Life Sciences, Zhejiang University, Hangzhou, Zhejiang, China.
Chengfang SunDepartment of Urology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
Min TangDepartment of NanoEngineering, University of California San Diego, La Jolla, CA, USA.
Yin WangWestlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
Jiayan MaWestlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
Jichuan YuWestlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
Jingchao WeiDepartment of Urology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
Jianzhu MaInstitute for Artificial Intelligence, Peking University, Beijing, China.
Bohan WangDepartment of Urology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China. wangbohan@zju.edu.cn.
Qi XieWestlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China. xieqi@westlake.edu.cn.
Jiaming WenDepartment of Urology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China. wenjiaming@zju.edu.cn.
Second Affiliated Hospital of Zhejiang University · CNWestlake University · CNBeijing Academy of Artificial Intelligence · CNUniversity of California, San Diego · USZhejiang University · CN

Funding

National Natural Science Foundation of China (National Science Foundation of China) 81871153National Natural Science Foundation of China (National Science Foundation of China) 81970601National Natural Science Foundation of China (National Science Foundation of China) 82073268
6 · The paper itself

Abstract

The clear cell renal cell carcinoma (ccRCC) microenvironment consists of many different cell types and structural components that play critical roles in cancer progression and drug resistance, but the cellular architecture and underlying gene regulatory features of ccRCC have not been fully characterized. Here, we applied single-cell RNA sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) to generate transcriptional and epigenomic landscapes of ccRCC. We identified tumor cell-specific regulatory programs mediated by four key transcription factors (TFs) (HOXC5, VENTX, ISL1, and OTP), and these TFs have prognostic significance in The Cancer Genome Atlas (TCGA) database. Targeting these TFs via short hairpin RNAs (shRNAs) or small molecule inhibitors decreased tumor cell proliferation. We next performed an integrative analysis of chromatin accessibility and gene expression for CD8

Identifiers

PMID35853872
PMCPMC9296597
OpenAlexW4285795954

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.