# Comprehensive analysis of mitophagy-related genes reveals prognostic signatures in breast cancer: based on immune landscapes and treatment target predict

**Authors:** Hejia Zhao, Wanying Zhang, Yiheng Du, Zheng Kuang, Yilan Tan, Yanjun Chen, Yujie Ma, Fei Zou

PMC · DOI: 10.3389/fimmu.2026.1740830 · Frontiers in Immunology · 2026-02-05

## TL;DR

This study identifies nine mitophagy-related genes, including PBK and NEK2, that predict breast cancer prognosis and influence tumor cell growth and immune response.

## Contribution

The study introduces nine novel mitophagy-related prognostic biomarkers for breast cancer, with experimental validation of PBK and NEK2.

## Key findings

- Nine mitophagy-related genes were identified as prognostic biomarkers for breast cancer.
- PBK and NEK2 were experimentally confirmed to promote tumor cell proliferation.
- Low-risk breast cancer patients showed higher immune infiltration compared to high-risk patients.

## Abstract

Breast cancer (BC) is a common malignant tumor with high incidence and mortality rates. Mitophagy refers to a selective form of autophagy that is believed to be closely related to the occurrence and progression of BC. Identifying the mitophagy-related sites associated with BC can help us gain a deeper understanding of the underlying mechanisms of BC, laying the foundation for early diagnosis and effective treatment of BC.

RNA-seq expression data of BC were obtained from the GEO and TCGA databases. Differentially expressed genes were intersected with mitophagy-related genes from GeneCards to identify BC-associated mitophagy genes. Prognostic biomarkers were screened using Kaplan–Meier (K–M) survival and ROC analyses. Based on mitophagy-related gene expression and survival data, BC patients were classified into high- and low-risk subgroups for immune infiltration and GSEA analyses. Finally, IHC data from the HPA database and in vitro experiments, including siRNA-mediated knockdown, Western blot, CCK-8 proliferation assay, confocal microscopy and drug prediction were performed to validate the expression and biological functions of candidate biomarkers PBK and NEK2.

Through dual validation of K-M survival analysis and ROC diagnosis-treatment efficacy analysis, we ultimately identified 9 mitophagy-related prognostic biomarkers for BC, and found their expression was significantly upregulated in BC tissues. In addition, the results showed that the degree of immune infiltration in the low-risk subgroup was considered higher than that in the high-risk subgroup. Inhibition of PBK and NEK2 will have an inhibitory effect on the proliferation of BC cell. Furthermore, clinicopathological analyses confirmed a genuinely higher risk in the high-risk subgroup, with PBK and NEK2 independently associated with risk stratification.

This study elucidated the prognostic value, immune microenvironment characteristics, and molecular mechanisms of mitophagy in BC, and identified nine mitophagy-related biomarkers. Among them, PBK and NEK2 were experimentally confirmed to promote tumor cell proliferation, providing novel insights for early diagnosis and therapeutic strategies in breast cancer.

## Linked entities

- **Genes:** PBK (PDZ binding kinase) [NCBI Gene 55872], NEK2 (NIMA related kinase 2) [NCBI Gene 4751]
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** MIR200C (microRNA 200c) [NCBI Gene 406985] {aka MIRN200C, mir-200c}, CEP55 (centrosomal protein 55) [NCBI Gene 55165] {aka C10orf3, CT111, MARCH, URCC6}, PGR (progesterone receptor) [NCBI Gene 5241] {aka NR3C3, PR}, FOXM1 (forkhead box M1) [NCBI Gene 2305] {aka FKHL16, FOXM1A, FOXM1B, FOXM1C, HFH-11, HFH11}, MIR183 (microRNA 183) [NCBI Gene 406959] {aka MIRN183, miR-183, miRNA183}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, MIR203A (microRNA 203a) [NCBI Gene 406986] {aka MIR203, MIRN203, hsa-mir-203a, miR-203, miRNA203, mir-203a}, ITK (IL2 inducible T cell kinase) [NCBI Gene 3702] {aka EMT, LPFS1, LYK, PSCTK2}, NEK2 (NIMA related kinase 2) [NCBI Gene 4751] {aka HsPK21, NEK2A, NLK1, PPP1R111, RP67}, BMI1 (BMI1 proto-oncogene, polycomb ring finger) [NCBI Gene 648] {aka FLVI2/BMI1, PCGF4, RNF51, flvi-2/bmi-1}, CDK1 (cyclin dependent kinase 1) [NCBI Gene 983] {aka CDC2, CDC28A, P34CDC2}, CCNB2 (cyclin B2) [NCBI Gene 9133] {aka HsT17299}, STING1 (stimulator of interferon response cGAMP interactor 1) [NCBI Gene 340061] {aka ERIS, MITA, MPYS, NET23, SAVI, STING}, TPX2 (TPX2 microtubule nucleation factor) [NCBI Gene 22974] {aka C20orf1, C20orf2, DIL-2, DIL2, FLS353, GD:C20orf1}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, PBK (PDZ binding kinase) [NCBI Gene 55872] {aka CT84, HEL164, Nori-3, SPK, TOPK}, CGAS (cyclic GMP-AMP synthase) [NCBI Gene 115004] {aka C6orf150, D4, MB21D1, h-cGAS}, TTK (TTK protein kinase) [NCBI Gene 7272] {aka CT96, ESK, MPH1, MPS1, MPS1L1, PYT}, TOP2A (DNA topoisomerase II alpha) [NCBI Gene 7153] {aka TOP2, TOP2alpha, TOPIIA, TP2A}, TK1 (thymidine kinase 1) [NCBI Gene 7083], PHB1 (prohibitin 1) [NCBI Gene 5245] {aka BAP32, HEL-215, HEL-S-54e, PHB}, GDE1 (glycerophosphodiester phosphodiesterase 1) [NCBI Gene 51573] {aka 363E6.2, MIR16}, BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672] {aka BRCAI, BRCC1, BROVCA1, FANCS, IRIS, PNCA4}, BIRC5 (baculoviral IAP repeat containing 5) [NCBI Gene 332] {aka API4, EPR-1}, MIR34C (microRNA 34c) [NCBI Gene 407042] {aka MIRN34C, miRNA34C, mir-34c}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, PPM1D (protein phosphatase, Mg2+/Mn2+ dependent 1D) [NCBI Gene 8493] {aka IDDGIP, JDVS, PP2C-DELTA, WIP1}, CDC20 (cell division cycle 20) [NCBI Gene 991] {aka CDC20A, OOMD14, OZEMA14, bA276H19.3, p55CDC}, MMRN1 (multimerin 1) [NCBI Gene 22915] {aka ECM, EMILIN4, GPIa*, MMRN}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}
- **Diseases:** Cancer (MESH:D009369), lung cancer (MESH:D008175), inflammatory (MESH:D007249), hypoxia (MESH:D000860), carcinogenesis (MESH:D063646), N (MESH:C536108), dilated cardiomyopathy (MESH:D002311), colon cancer (MESH:D015179), carcinogenic (MESH:D011230), deaths (MESH:D003643), metastasis (MESH:D009362), liver cancer (MESH:D006528), hypertrophic cardiomyopathy (MESH:D002312), BC (MESH:D001943)
- **Chemicals:** streptomycin (MESH:D013307), Triton X-100 (MESH:D017830), methanol (MESH:D000432), GW-5074 (MESH:C489251), CCK-8 (MESH:D012844), Dexrazoxane (MESH:D064730), Lexibulin (MESH:C543949), penicillin (MESH:D010406), DMEM (-), reactive oxygen species (MESH:D017382), DAPI (MESH:C007293), BMS-777607 (MESH:C550356), PVDF (MESH:C024865), PBS (MESH:D007854), CO2 (MESH:D002245)
- **Species:** Mycoplasma (genus) [taxon 2093], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** serine/threonine, P0006 C
- **Cell lines:** NCI-60 — Homo sapiens (Human), Invasive breast carcinoma of no special type, Cancer cell line (CVCL_U921), MCF-7 — Homo sapiens (Human), Invasive breast carcinoma of no special type, Cancer cell line (CVCL_0031), CCK-8 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_2873), MDA-MB-231 — Homo sapiens (Human), Breast adenocarcinoma, Cancer cell line (CVCL_0062)

## Full text

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## Figures

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916666/full.md

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Source: https://tomesphere.com/paper/PMC12916666