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Peer-reviewedCC BY 4.0Frontiers in Immunology

Oxeiptosis-associated transcriptional states, immune heterogeneity, and oxidative-stress susceptibility in triple-negative breast cancer

5 affiliations
  1. 1Department of Breast Cancer, Cancer Center, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University
  2. 2School of Medicine, Shantou University Medical College
  3. 3Department of Urology, Peking University First Hospital, Peking University
  4. 4Department of Family Medicine, Shengjing Hospital, China Medical University
  5. 5Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences

Abstract

Background: Triple-negative breast cancer (TNBC) exhibits substantial variation in treatment response. In the phase 2 NeoSAC trial, higher baseline oxeiptosis-associated transcriptional activity was associated with pathological complete response (pCR). However, the malignant-cell and immune features underlying this transcriptional state remain poorly defined, as do the molecular factors that influence cellular susceptibility to oxidative stress.

Methods: We integrated single-cell and bulk transcriptomic analyses to characterize oxeiptosis-associated tumor states and immune features in TNBC. CellChat was used to infer candidate intercellular communication patterns. An oxeiptosis-associated prognostic model was developed and evaluated in breast cancer cohorts. In MDA-MB-231 cells, ALG3 loss- and gain-of-function experiments were used to assess cellular responses to the KEAP1 activator VVD-130037. We also examined the effects of VVD-130037 alone and in combination with docetaxel on tumor-cell growth.

Results: TNBCs with higher oxeiptosis-associated transcriptional scores showed greater representation of memory T cells and selected dendritic and inflammatory myeloid populations. CellChat inferred differences in candidate MIF-related, SPP1-CD44, and MHC-associated communication patterns between the score-defined groups, suggesting the coexistence of immune engagement and regulatory features. A five-gene model comprising MAL2, TYMP, LIMCH1, ALG3, and PDLIM4 showed prognostic value across breast cancer cohorts, with moderate performance that varied between cohorts. VVD-130037 increased intracellular ROS and reduced AIFM1 Ser116 phosphorylation. N-acetyl-L-cysteine attenuated these responses and the accompanying growth inhibition, whereas z-VAD-fmk did not provide comparable protection against growth inhibition. ALG3 depletion reduced VVD-130037-induced ROS accumulation, attenuated AIFM1 Ser116 dephosphorylation, and decreased sensitivity to VVD-containing treatment. ALG3 overexpression promoted the VVD-associated decrease in AIFM1 Ser116 phosphorylation. VVD-130037 combined with docetaxel produced greater growth inhibition than either agent alone.

Conclusion: Oxeiptosis-associated transcriptional states were associated with distinct malignant-cell and immune features in TNBC. In MDA-MB-231 cells, ALG3 expression modified the cellular response to VVD-130037-induced oxidative stress. These findings warrant further investigation in independent clinical and experimental models.

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BibTeX
@article{zhuang2026oxeiptosisassociated,
  title = {{Oxeiptosis-associated transcriptional states, immune heterogeneity, and oxidative-stress susceptibility in triple-negative breast cancer}},
  author = {Ziyun Zhuang and Haiyu Zhang and Jiawei Lei and Changgui Zou and Yingcong Lin and Ciqiu Yang and Yitian Chen},
  journal = {Frontiers in Immunology},
  year = {2026},
  month = nov,
  doi = {10.3389/fimmu.2026.1938186},
  url = {https://www.frontiersin.org/articles/10.3389/fimmu.2026.1938186/full},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Oxeiptosis-associated transcriptional states, immune heterogeneity, and oxidative-stress susceptibility in triple-negative breast cancer
AU  - Ziyun Zhuang
AU  - Haiyu Zhang
AU  - Jiawei Lei
AU  - Changgui Zou
AU  - Yingcong Lin
AU  - Ciqiu Yang
AU  - Yitian Chen
PY  - 2026
DA  - 2026/11/06
JO  - Frontiers in Immunology
DO  - 10.3389/fimmu.2026.1938186
UR  - https://www.frontiersin.org/articles/10.3389/fimmu.2026.1938186/full
AB  - Background: Triple-negative breast cancer (TNBC) exhibits substantial variation in treatment response. In the phase 2 NeoSAC trial, higher baseline oxeiptosis-associated transcriptional activity was associated with pathological complete response (pCR). However, the malignant-cell and immune features underlying this transcriptional state remain poorly defined, as do the molecular factors that influence cellular susceptibility to oxidative stress.  Methods: We integrated single-cell and bulk transcriptomic analyses to characterize oxeiptosis-associated tumor states and immune features in TNBC. CellChat was used to infer candidate intercellular communication patterns. An oxeiptosis-associated prognostic model was developed and evaluated in breast cancer cohorts. In MDA-MB-231 cells, ALG3 loss- and gain-of-function experiments were used to assess cellular responses to the KEAP1 activator VVD-130037. We also examined the effects of VVD-130037 alone and in combination with docetaxel on tumor-cell growth.  Results: TNBCs with higher oxeiptosis-associated transcriptional scores showed greater representation of memory T cells and selected dendritic and inflammatory myeloid populations. CellChat inferred differences in candidate MIF-related, SPP1-CD44, and MHC-associated communication patterns between the score-defined groups, suggesting the coexistence of immune engagement and regulatory features. A five-gene model comprising MAL2, TYMP, LIMCH1, ALG3, and PDLIM4 showed prognostic value across breast cancer cohorts, with moderate performance that varied between cohorts. VVD-130037 increased intracellular ROS and reduced AIFM1 Ser116 phosphorylation. N-acetyl-L-cysteine attenuated these responses and the accompanying growth inhibition, whereas z-VAD-fmk did not provide comparable protection against growth inhibition. ALG3 depletion reduced VVD-130037-induced ROS accumulation, attenuated AIFM1 Ser116 dephosphorylation, and decreased sensitivity to VVD-containing treatment. ALG3 overexpression promoted the VVD-associated decrease in AIFM1 Ser116 phosphorylation. VVD-130037 combined with docetaxel produced greater growth inhibition than either agent alone.  Conclusion: Oxeiptosis-associated transcriptional states were associated with distinct malignant-cell and immune features in TNBC. In MDA-MB-231 cells, ALG3 expression modified the cellular response to VVD-130037-induced oxidative stress. These findings warrant further investigation in independent clinical and experimental models.
SN  - 1664-3224
ER  -