Evidence map›Paper›PMID 40515890›Full record

ArticleDiscover oncology2025

Single-cell transcriptomics identify a chemotherapy-resistance related cluster overexpressed CLIC3 in ovarian cancer.

Zhefeng Li, Jie Li, Yue Li, Junjie Yi, Xiaoting Zhao, Wentao Yue

Abstract read
In one paragraph

Article in Discover oncology, 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
  2. Bioinformatic Approach to Identify PotentialInternational journal of molecular sciences · 2025
    Article
  3. Review
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.

Zhefeng LiCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China.
Jie LiCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China.
Yue LiCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China.
Junjie YiCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China.
Xiaoting ZhaoCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China. zhao_xiaoting@ccmu.edu.cn.
Wentao YueCentral Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China. yuewt@ccmu.edu.cn.

Funding

Capital's Funds for Health Improvement and Research 2022-2-2116National Natural Science Foundation of China 82373397
6 · The paper itself

Abstract

backgroundChemoresistance, the primary cause of mortality among ovarian cancer (OC) patients, is a multifaceted process encompassing numerous biological phenomena. As sequencing technology continues to advance, single-cell sequencing has surfaced as a potent strategy to elucidate the pathogenesis of OC.

methodsWe examined single-cell sequencing data derived from five OC samples (three resistant and two sensitive) and identified an epithelial subcluster associated with chemotherapy resistance and poor prognosis. Using GSVA and cell communication analysis, we explored the unique biological functions and communication characteristics of this resistant subcluster. We performed high dimensional weighted gene co-expression network analysis and differential expression analysis to identify the hub genes of c3. Lastly, we investigated the correlation between the hub gene, CLIC3, and chemotherapy drug sensitivity. We also validated their involvement in specific pathways using TCGA data. The effects and primary mechanism to chemoresistance of CLIC3 was explored.

resultsWe identified a cell subcluster, denoted as c3, strongly linked to chemoresistance and poor prognosis in OC. This subcluster demonstrated a correlation with both extracellular matrix (ECM) formation and angiogenesis signature, with CLIC3 identified as its key marker. The expression levels of CLIC3 exhibit a significant association with the sensitivity to various chemotherapeutic drugs in OC. Mechanistically, CLIC3 increases OC resistance to cisplatin by promoting integrin β1 redistribution and PI3K-AKT pathway.

conclusionsThis study offers a novel insight into the progression and chemoresistance of OC. Additionally, we identified a specific cell cluster highly associated with chemoresistance. The marker for this cluster, CLIC3, increases OC resistance to cisplatin by promoting integrin β1 redistribution and PI3K-AKT pathway and holds significant potential as a new therapeutic target for OC.

Indexed as

ChemoresistanceCLIC3Integrin β1Ovarian cancerPI3K-AKT pathwaysSingle-cell transcriptomics

Identifiers

PMID40515890
PMCPMC12167424

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