Evidence map›Paper›PMID 42858231›Full record

ArticleCancer biology & therapy2026

RecurIndex-derived molecular features associated with total pathological complete response in triple-negative breast cancer: An exploratory prospective cohort study with single-cell transcriptomic contextualization.

Meilin Chen, Xiwen Yan, Qifan Chen, Jiayi Bei, Zheng Pan, Tian Zhang, Weihao Cheng, Lu Xu, Feng Jin, Yan Gao and 2 more

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Article in Cancer biology & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

12 authors.

Meilin ChenBeijing Chaoyang Hospital, Capital Medical University, Beijing Chaoyang Hospital, Beijing, China.
Xiwen YanDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Qifan ChenDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Jiayi BeiDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Zheng PanBeijing Chaoyang Hospital, Capital Medical University, Beijing Chaoyang Hospital, Beijing, China.
Tian ZhangDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Weihao ChengDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Lu XuDepartment of Medical Oncology, The First Hospital of China Medical University, Shenyang, China.
Feng JinDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Yan GaoDepartment of Human Anatomy, School of Basic Medical Sciences, Capital Medical University, Beijing, China.
Zining JinDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.
Ang ZhengDepartment of Breast Surgery, The First Hospital of China Medical University, Shenyang, China.ORCID 0000-0003-1078-6660

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundReliable biomarkers for predicting neoadjuvant chemotherapy (NAC) response in triple-negative breast cancer (TNBC) remain limited. We explored whether RecurIndex-derived molecular features were associated with total pathological complete response (tpCR).

methodsSeventy-four patients with TNBC treated with dose-dense NAC were analyzed. Associations between RecurIndex risk scores, 18 core genes, and tpCR were assessed using logistic regression and ROC analyses. Clinical-molecular models were internally validated by bootstrap resampling. Public single-cell RNA-seq data were used for biological contextualization.

resultsTwenty-nine patients (39.2%) achieved tpCR. The distant recurrence score, was significantly associated with tpCR. OBSL1, BLM, and CCR1 were identified as candidate tpCR-associated genes. The model combining OBSL1, BLM, and clinical nodal stage achieved an AUC of 0.838 and an optimism-corrected AUC of 0.799.

conclusionsRecurIndex-derived molecular features were associated with tpCR in TNBC. These exploratory findings warrant validation in independent cohorts.

Indexed as

Biomarkers, TumorTranscriptomeTriple Negative Breast NeoplasmsAdultAgedFemaleGene Expression ProfilingHumansMiddle AgedNeoadjuvant TherapyPathologic Complete ResponsePrognosisProspective StudiesSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisBiomarkers, Tumorgene expression signatureneoadjuvant chemotherapypathological complete responseRecurIndexTriple-negative breast cancer

Identifiers

PMID42858231
PMCPMC13656812

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