Abstract
Background
Mutations in BRCA1 or BRCA2 (BRCA1/2) cause homologous recombination deficiency (HRD). Ovarian cancer (OvCa) patients harbouring HRD beyond BRCA1/2 mutation result in a state referred to as “BRCAness”. OvCa with BRCAness could benefit from PARP inhibitors. This study aims to identify a signature to detect the BRCAness population at the transcriptome level.
Methods
We used a rank-based algorithm to develop a qualitative BRCAness signature for OvCa. Upregulation of CXCL1 with downregulation of SV2A and upregulation of LY9 with downregulation of CHRNB3 were constructed as the BRCAness signature (2 gene pairs, 2-GPS) for OvCa.
Results
OvCa samples that were classified as BRCAness by 2-GPS showed improved overall survival, progression-free survival and exhibited increased multi-omics alterations in homologous recombination genes and enhanced sensitivity to immune checkpoint blockade. BRCAness cells were sensitive to PARP inhibitors. By biological experiments, we validated SKOV3 cells and patients with HRD exhibited higher expression of CXCL1 than SV2A and higher expression of LY9 than CHRNB3 at mRNA level. Both SKOV3 and A2780 with HRD were sensitive to mitomycin C, cisplatin and olaparib.
Conclusions
In conclusion, 2-GPS could robustly predict BRCAness OvCa at the individual level and extend the population who may benefit from PARP inhibitors.
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Data availability
The datasets used and analysed during this study are available from public databases.
Code availability
Codes are implemented in the R environment and are publicly available on GitHub: https://github.com/ttchen0714/BRCAness-signature.
References
Patel PS, Algouneh A, Hakem R. Exploiting synthetic lethality to target BRCA1/2-deficient tumors: where we stand. Oncogene. 2021;40:3001–14.
Stover EH, Fuh K, Konstantinopoulos PA, Matulonis UA, Liu JF. Clinical assays for assessment of homologous recombination DNA repair deficiency. Gynecol Oncol. 2020;159:887–98.
Yan S, Xuan J, Brajanovski N, Tancock MRC, Madhamshettiwar PB, Simpson KJ, et al. The RNA polymerase I transcription inhibitor CX-5461 cooperates with topoisomerase 1 inhibition by enhancing the DNA damage response in homologous recombination-proficient high-grade serous ovarian cancer. Br J Cancer. 2021;124:616–27.
Cai C. A Novel mechanism to induce BRCAness in cancer cells. Cancer Res. 2020;80:2977–8.
Gadducci A, Guerrieri ME. PARP inhibitors alone and in combination with other biological agents in homologous recombination deficient epithelial ovarian cancer: from the basic research to the clinic. Crit Rev Oncol Hematol. 2017;114:153–65.
Zoumpoulidou G, Alvarez-Mendoza C, Mancusi C, Ahmed RM, Denman M, Steele CD, et al. Therapeutic vulnerability to PARP1,2 inhibition in RB1-mutant osteosarcoma. Nat Commun. 2021;12:7064.
Shen J, Zhao W, Ju Z, Wang L, Peng Y, Labrie M, et al. PARPi triggers the STING-dependent immune response and enhances the therapeutic efficacy of immune checkpoint blockade independent of BRCAness. Cancer Res. 2019;79:311–9.
Wang Y, Tong Z, Zhang W, Zhang W, Buzdin A, Mu X, et al. FDA-approved and emerging next generation predictive biomarkers for immune checkpoint inhibitors in cancer patients. Front Oncol. 2021;11:683419.
Pellegrino B, Musolino A, Llop-Guevara A, Serra V, De Silva P, Hlavata Z, et al. Homologous recombination repair deficiency and the immune response in breast cancer: a Literature Review. Transl Oncol. 2020;13:410–22.
Cancer Genome Atlas Research, N. Integrated genomic analyses of ovarian carcinoma. Nature. 2011;474:609–15.
Amuzu S, Carmona E, Mes-Masson AM, Greenwood CMT, Tonin PN, Ragoussis J. Candidate markers of olaparib response from genomic data analyses of human cancer cell lines. Cancers. 2021;13:1296.
Borcsok J, Diossy M, Sztupinszki Z, Prosz A, Tisza V, Spisak S, et al. Detection of molecular signatures of homologous recombination deficiency in bladder cancer. Clin Cancer Res. 2021;27:3734–43.
Garsed DW, Alsop K, Fereday S, Emmanuel C, Kennedy CJ, Etemadmoghadam D, et al. Homologous recombination DNA repair pathway disruption and retinoblastoma protein loss are associated with exceptional survival in high-grade serous ovarian cancer. Clin Cancer Res. 2018;24:569–80.
Hess JM, Bernards A, Kim J, Miller M, Taylor-Weiner A, Haradhvala NJ, et al. Passenger hotspot mutations in cancer. Cancer Cell. 2019;36:288–301.e214.
Konstantinopoulos PA, Spentzos D, Karlan BY, Taniguchi T, Fountzilas E, Francoeur N, et al. Gene expression profile of BRCAness that correlates with responsiveness to chemotherapy and with outcome in patients with epithelial ovarian cancer. J Clin Oncol. 2010;28:3555–61.
Qi L, Li T, Shi G, Wang J, Li X, Zhang S, et al. An individualized gene expression signature for prediction of lung adenocarcinoma metastases. Mol Oncol. 2017;11:1630–45.
Chen T, Zhao Z, Chen B, Wang Y, Yang F, Wang C, et al. An individualized transcriptional signature to predict the epithelial-mesenchymal transition based on relative expression ordering. Aging. 2020;12:13172–86.
Cancer Genome Atlas Research N, Weinstein JN, Collisson EA, Mills GB, Shaw KR, Ozenberger BA, et al. The Cancer Genome Atlas Pan-Cancer analysis project. Nat Genet. 2013;45:1113–20.
Riaz N, Havel JJ, Makarov V, Desrichard A, Urba WJ, Sims JS, et al. Tumor and microenvironment evolution during immunotherapy with nivolumab. Cell. 2017;171:934–49.e916.
Kemp SB, Carpenter ES, Steele NG, Donahue KL, Nwosu ZC, Pacheco A, et al. Apolipoprotein E promotes immune suppression in pancreatic cancer through NF-kappaB-mediated production of CXCL1. Cancer Res. 2021;81:4305–18.
Seitz S, Dreyer TF, Stange C, Steiger K, Brauer R, Scheutz L, et al. CXCL9 inhibits tumour growth and drives anti-PD-L1 therapy in ovarian cancer. Br J Cancer. 2022. https://doi.org/10.1038/s41416-022-01763-0.
Stok C, Kok YP, van den Tempel N, van Vugt M. Shaping the BRCAness mutational landscape by alternative double-strand break repair, replication stress and mitotic aberrancies. Nucleic Acids Res. 2021;49:4239–57.
Sztupinszki Z, Diossy M, Krzystanek M, Borcsok J, Pomerantz MM, Tisza V, et al. Detection of molecular signatures of homologous recombination deficiency in prostate cancer with or without BRCA1/2 Mutations. Clin Cancer Res. 2020;26:2673–80.
Telli ML, Timms KM, Reid J, Hennessy B, Mills GB, Jensen KC, et al. Homologous recombination deficiency (HRD) score predicts response to platinum-containing neoadjuvant chemotherapy in patients with triple-negative breast cancer. Clin Cancer Res. 2016;22:3764–73.
Severson TM, Wolf DM, Yau C, Peeters J, Wehkam D, Schouten PC, et al. The BRCA1ness signature is associated significantly with response to PARP inhibitor treatment versus control in the I-SPY 2 randomized neoadjuvant setting. Breast Cancer Res. 2017;19:99.
Nero C, Ciccarone F, Pietragalla A, Duranti S, Daniele G, Salutari V, et al. Ovarian cancer treatments strategy: focus on PARP inhibitors and immune check point inhibitors. Cancers. 2021;13:1298.
Germano G, Lamba S, Rospo G, Barault L, Magri A, Maione F, et al. Inactivation of DNA repair triggers neoantigen generation and impairs tumour growth. Nature. 2017;552:116–20.
Pantelidou C, Sonzogni O, De Oliveria Taveira M, Mehta AK, Kothari A, Wang D, et al. PARP inhibitor efficacy depends on CD8(+) T-cell recruitment via intratumoral STING pathway activation in BRCA-deficient models of triple-negative breast cancer. Cancer Discov. 2019;9:722–37.
Veneris JT, Matulonis UA, Liu JF, Konstantinopoulos PA. Choosing wisely: Selecting PARP inhibitor combinations to promote anti-tumor immune responses beyond BRCA mutations. Gynecol Oncol. 2020;156:488–97.
Shi Z, Zhao Q, Lv B, Qu X, Han X, Wang H, et al. Identification of biomarkers complementary to homologous recombination deficiency for improving the clinical outcome of ovarian serous cystadenocarcinoma. Clin Transl Med. 2021;11:e399.
Mehta AK, Cheney EM, Hartl CA, Pantelidou C, Oliwa M, Castrillon JA, et al. Targeting immunosuppressive macrophages overcomes PARP inhibitor resistance in BRCA1-associated triple-negative breast cancer. Nat Cancer. 2021;2:66–82.
Acknowledgements
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Funding
This work was supported by grants from the National Natural Science Foundation of China (No. 61673143 to YG; No. 81673036 to YX), the Outstanding Youth Foundation of Heilongjiang Province of China (No. YQ2021H005 to YG) and the HMU Marshal Initiative Funding (No. HMUMIF-21023 to YG and HL).
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YX and YYG conceived the original idea and supervised the study. TTC carried out the data processing, analysis and wrote the manuscript; TY carried out the biological experiment and wrote the manuscript; SPZ, YDG, LQA, BC, ZXZ and YWL. carried out the data collection. JWX, JHW and HHL carried out the biological experiment. All authors have approved the final manuscript.
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The authors declare no competing interests.
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The study was approved by the Ethics Committees at Harbin Medical University. All patients or their guardians provided written informed consent prior to obtaining samples. This study was performed in accordance with the Declaration of Helsinki and its amendments.
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Chen, T., Yu, T., Zhuang, S. et al. Upregulation of CXCL1 and LY9 contributes to BRCAness in ovarian cancer and mediates response to PARPi and immune checkpoint blockade. Br J Cancer 127, 916–926 (2022). https://doi.org/10.1038/s41416-022-01836-0
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DOI: https://doi.org/10.1038/s41416-022-01836-0
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