Aims: Translating pre-clinical findings into clinical evidence is essential for cancer research. Although succinyl-CoA ligase ADP-forming subunit beta (SUCLA2) has been implicated in metastasis through stress granule assembly in pre-clinical models, direct clinical evidence linking SUCLA2-alone or in interaction with stress granule components such as ubiquitin-specific peptidase 10 (USP10)-to distant metastasis-free survival (DMFS) remains limited. This study aimed to evaluate whether the SUCLA2-USP10 interaction correlates with breast cancer DMFS and whether treatment modifies this association.
Methods: We analyzed four independent breast cancer cohorts with DMFS data (GSE17705, GSE45255, GSE7390, and GSE11121). Patients were stratified into four subgroups based on median SUCLA2 and USP10 expression levels: low-SUCLA2/low-USP10 (LL), low-SUCLA2/high-USP10 (LH), high-SUCLA2/low-USP10 (HL), and high-SUCLA2/high-USP10 (HH). Stratified Cox regression was applied, with cohort as the stratification factor, to examine whether the prognostic impact of these subgroups differed between treated and untreated patients.
Results: A significant interaction was observed between treatment status and SUCLA2-USP10 subgroup membership, specifically for the LH subgroup (p = 0.00038). In untreated patients, the LH subgroup exhibited a significantly higher risk for DMFS (HR = 2.45), whereas in treated patients, this elevated risk was completely abrogated (HR = 0.71). Neither SUCLA2 nor USP10 alone showed a consistent association with DMFS across the four cohorts.
Conclusion: These findings provide clinical evidence that the SUCLA2-USP10 interaction, rather than either factor alone, correlates with breast cancer DMFS. The treatment-modulated risk reversal observed in the LH subgroup supports the development of anti-metastatic strategies targeting this interaction.
Authors contribution
He X: Conceptualization, investigation, formal analysis, writing-original draft. Shao Y: Formal analysis. Sun X: Conceptualization, formal analysis. All authors have read and approved the final version of the manuscript.
Conflicts of interest
The authors declare no conflicts of interest.
Ethical approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Availability of data and materials
The datasets (GSE17705, GSE45255, GSE7390, GSE11121) analyzed during the current study are available in the GEO repository: https://www.ncbi.nlm.nih.gov/geo/.
Funding
This work has been partially supported by the grants from the United States Center for Disease Control and Prevention (CDC) grant U01OH012778 and the National Natural Science Foundation of China (12526210, 92570102, 62273364).
| [1] |
Jia Y, Jia R, Dai Z, Zhou J, Ruan J, Chng W, et al. Stress granules in cancer: Adaptive dynamics and therapeutic implications. iScience. 2024; 27(8): 110359. [DOI: 10.1016/j.isci.2024.110359 PMID:39100690 PMCID:PMC11295550]
|
| [2] |
Zhong S, Yin H . Stress granules shape metabolic reprogramming and drug resistance. Nat Cancer. 2025; 6(7): 1129-1130. [DOI: 10.1038/s43018-024-00886-y PMID:40467994]
|
| [3] |
Freibaum BD, Messing J, Nakamura H, Yurtsever U, Wu J, Kim HJ, et al. Identification of small molecule inhibitors of G3BP-driven stress granule formation. J Cell Biol. 2024; 223(3): e202308083. [DOI: 10.1083/jcb.202308083 PMID:38284934 PMCID:PMC10824102]
|
| [4] |
Liu J, Zhang S, Cao L, Zhang N, Guo Q, Zou Y, et al. The deubiquitination-PARylation positive feedback loop of the USP10-PARP1 axis promotes DNA damage repair and affects therapeutic efficacy of PARP1 inhibitor. Oncogene. 2025; 44(29): 2515-2529. [DOI: 10.1038/s41388-025-03428-7 PMID:40316740 PMCID:PMC12256264]
|
| [5] |
Boese AC, Kang J, Hwang JS, Kim J, Eun K, Malin CM, et al. Succinyl-CoA ligase ADP-forming subunit beta promotes stress granule assembly to regulate redox and drive cancer metastasis. Proc Natl Acad Sci U S A. 2023; 120(23): e2217332120. [DOI: 10.1073/pnas.2217332120 PMID:37253003 PMCID:PMC10266061]
|
| [6] |
Li QJ, Fang XL, Li YQ, Lin JY, Huang CL, He SW, et al. DCAF7 acts as a scaffold to recruit USP10 for G3BP1 deubiquitylation and facilitates chemoresistance and metastasis in nasopharyngeal carcinoma. Adv Sci. 2024; 11(36): e2403262. [DOI: 10.1002/advs.202403262 PMID:38973296 PMCID:PMC11423104]
|
| [7] |
Dong T, Zhao F, Wang M, Lyu K, Zhu J, Zhang W, et al. G3BP1/2-targeting PROTAC disrupts stress granules dependent ATF4 migracytosis as cancer therapy. J Am Chem Soc. 2025; 147(1): 446-461. [DOI: 10.1021/jacs.4c11146 PMID:39710983]
|
| [8] |
Li H, Liu Y, Cai Z, Li K, Gao S, Lan A, et al. ARL3 enhances ERα stability via USP10 deubiquitination to promote endocrine resistance and drive mitochondrial metabolic reprogramming in HR+ breast cancer. Adv Sci. 2025; 12(47): e09769. [DOI: 10.1002/advs.202509769]
|
| [9] |
Wang J, Gan L, Liu F, Yang Q, Deng Q, Jiang D, et al. USP10 promotes pancreatic ductal adenocarcinoma progression by attenuating FOXC1 protein degradation to activate the WNT signaling pathway. Int J Biol Sci. 2024; 20(13): 5343-5362. [DOI: 10.7150/ijbs.92278 PMID:39430239 PMCID:PMC11488585]
|
| [10] |
Witkiewicz AK, Kaligotla Venkata SA, Knudsen ES, Kumarasamy V . RB loss sensitizes triple-negative breast cancer to apoptosis induced by cellular stress. Cell Death Discov. 2025; 11(1): 543. [DOI: 10.1038/s41420-025-02864-4 PMID:41285729 PMCID:PMC12644999]
|
| [11] |
Symmans WF, Hatzis C, Sotiriou C, Andre F, Peintinger F, Regitnig P, et al. Genomic index of sensitivity to endocrine therapy for breast cancer. J Clin Oncol. 2010; 28(27): 4111-4119. [DOI: 10.1200/JCO.2010.28.4273]
|
| [12] |
Nagalla S, Chou JW, Willingham MC, Ruiz J, Vaughn JP, Dubey P, et al. Interactions between immunity, proliferation and molecular subtype in breast cancer prognosis. Genome Biol. 2013; 14(4): R34. [DOI: 10.1186/gb-2013-14-4-r34]
|
| [13] |
Desmedt C, Piette F, Loi S, Wang Y, Lallemand F, Haibe-Kains B, et al. Strong time dependence of the 76-gene prognostic signature for node-negative breast cancer patients in the TRANSBIG multicenter independent validation series. Clin Cancer Res. 2007; 13(11): 3207-3214. [DOI: 10.1158/1078-0432.CCR-06-2765 PMID:17545524]
|
| [14] |
Schmidt M, Bohm D, von Torne C, Steiner E, Puhl A, Pilch H, et al. The humoral immune system has a key prognostic impact in node-negative breast cancer. Cancer Res. 2008; 68(13): 5405-5413. [DOI: 10.1158/0008-5472.CAN-07-5206]
|
| [15] |
Sun X, Zhang J, Nie Q . Inferring latent temporal progression and regulatory networks from cross-sectional transcriptomic data of cancer samples. PLoS Comput Biol. 2021; 17(3): e1008379. [DOI: 10.1371/journal.pcbi.1008379 PMID:33667222 PMCID:PMC7968745]
|
| [16] |
Ni X, Wu W, Sun X, Ma J, Yu Z, He X, et al. Interrogating glioma-M2 macrophage interactions identifies Gal-9/Tim-3 as a viable target against PTEN-null glioblastoma . Sci Adv. 2022; 8(27): eabl5165. [DOI: 10.1126/sciadv.abl5165 PMID:35857445 PMCID:PMC9269888]
|
| [17] |
Heagerty PJ, Lumley T, Pepe MS . Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics. 2000; 56(2): 337-344. [DOI: 10.1111/j.0006-341X.2000.00337.x]
|
| [18] |
Fan C, Wang J, Sun J, Li M, Ding J, Zi H, et al. Dual faces of USP10 in breast cancer: Oncogenic driver, tumor suppressor, and emerging therapeutic target. Biomed Pharmacother. 2026; 194: 118916. [DOI: 10.1016/j.biopha.2025.118916 PMID:41418667]
|
| [19] |
Wang Y, Chang F, Li Z, Duan C, Sun X, Wang S, et al. CircTP53/USP10/p53 signaling axis as a novel regulator of progression and prognosis of head and neck squamous cell carcinoma . Adv Sci. 2025; 12(30): e14961. [DOI: 10.1002/advs.202414961]
|
| [20] |
Xing FL, Li BR, Fang YJ, Liang C, Liu J, Wang W, et al. G3BP2 promotes tumor progression and gemcitabine resistance in PDAC via regulating PDIA3-DKC1-hENT in a stress granules-dependent manner. Acta Pharmacol Sin. 2025; 46(2): 474-488. [DOI: 10.1038/s41401-024-01387-5]
|