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Published in: BMC Cancer 1/2021

01-12-2021 | Ovarian Cancer | Research article

Genetic alterations and their therapeutic implications in epithelial ovarian cancer

Authors: Nina Lapke, Chien-Hung Chen, Ting-Chang Chang, Angel Chao, Yen-Jung Lu, Chyong-Huey Lai, Kien Thiam Tan, Hua-Chien Chen, Hsiao-Yun Lu, Shu-Jen Chen

Published in: BMC Cancer | Issue 1/2021

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Abstract

Background

Genetic alterations for epithelial ovarian cancer are insufficiently characterized. Previous studies are limited regarding included histologies, gene numbers, copy number variant (CNV) detection, and interpretation of pathway alteration patterns of individual patients.

Methods

We sequenced 410 genes to analyze mutations and CNV of 82 ovarian carcinomas, including high-grade serous (n = 37), endometrioid (n = 22) and clear cell (n = 23) histologies. Eligibility for targeted therapy was determined for each patient by a pathway-based approach. The analysis covered DNA repair, receptor tyrosine kinase, PI3K/AKT/MTOR, RAS/MAPK, cell cycle, and hedgehog pathways, and included 14 drug targets.

Results

Postulated PARP, MTOR, and CDK4/6 inhibition sensitivity were most common. BRCA1/2 alterations, PTEN loss, and gain of PIK3CA and CCND1 were characteristic for high-grade serous carcinomas. Mutations of ARID1A, PIK3CA, and KRAS, and ERBB2 gain were enriched in the other histologies. PTEN mutations and high tumor mutational burden were characteristic for endometrioid carcinomas. Drug target downstream alterations impaired actionability in all histologies, and many alterations would not have been discovered by key gene mutational analysis. Individual patients often had more than one actionable drug target.

Conclusions

Genetic alterations in ovarian carcinomas are complex and differ among histologies. Our results aid the personalization of therapy and biomarker analysis for clinical studies, and indicate a high potential for combinations of targeted therapies.
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Literature
2.
go back to reference Jemal A, Ward EM, Johnson CJ, Cronin KA, Ma J, Ryerson B, Mariotto A, Lake AJ, Wilson R, Sherman RL, Anderson RN, Henley SJ, Kohler BA, Penberthy L, Feuer EJ, Weir HK. Annual Report to the Nation on the Status of Cancer, 1975-2014, Featuring Survival. J Natl Cancer Inst. 2017;109(9):djx030. https://doi.org/10.1093/jnci/djx030. PMID: 28376154; PMCID: PMC5409140. Jemal A, Ward EM, Johnson CJ, Cronin KA, Ma J, Ryerson B, Mariotto A, Lake AJ, Wilson R, Sherman RL, Anderson RN, Henley SJ, Kohler BA, Penberthy L, Feuer EJ, Weir HK. Annual Report to the Nation on the Status of Cancer, 1975-2014, Featuring Survival. J Natl Cancer Inst. 2017;109(9):djx030. https://​doi.​org/​10.​1093/​jnci/​djx030. PMID: 28376154; PMCID: PMC5409140.
3.
go back to reference Coburn SB, Bray F, Sherman ME, Trabert B. International patterns and trends in ovarian cancer incidence, overall and by histologic subtype. Int J Cancer. 2017;140(11):2451–60. Coburn SB, Bray F, Sherman ME, Trabert B. International patterns and trends in ovarian cancer incidence, overall and by histologic subtype. Int J Cancer. 2017;140(11):2451–60.
5.
go back to reference Ku FC, Wu RC, Yang LY, Tang YH, Chang WY, Yang JE, Wang CC, Jung SM, Lin CT, Chang TC, et al. Clear cell carcinomas of the ovary have poorer outcomes compared with serous carcinomas: Results from a single-center Taiwanese study. J Formos Med Assoc. 2017;117(2):117–25. Ku FC, Wu RC, Yang LY, Tang YH, Chang WY, Yang JE, Wang CC, Jung SM, Lin CT, Chang TC, et al. Clear cell carcinomas of the ovary have poorer outcomes compared with serous carcinomas: Results from a single-center Taiwanese study. J Formos Med Assoc. 2017;117(2):117–25.
9.
go back to reference Matulonis UA, Sill M, Thaker PH, Carlson JW, Darus CJ, Mannel RS, et al. NRG/GOG 186K: a randomized phase II study of NCI-supplied cabozantinib versus weekly paclitaxel in the treatment of persistent or recurrent epithelial ovarian, fallopian tube, or primary peritoneal cancer—final results. Gynecol Oncol. 2016;141:207. https://doi.org/10.1016/j.ygyno.2016.04.533.CrossRef Matulonis UA, Sill M, Thaker PH, Carlson JW, Darus CJ, Mannel RS, et al. NRG/GOG 186K: a randomized phase II study of NCI-supplied cabozantinib versus weekly paclitaxel in the treatment of persistent or recurrent epithelial ovarian, fallopian tube, or primary peritoneal cancer—final results. Gynecol Oncol. 2016;141:207. https://​doi.​org/​10.​1016/​j.​ygyno.​2016.​04.​533.CrossRef
10.
go back to reference Bedard PL, Tabernero J, Janku F, Wainberg ZA, Paz-Ares L, Vansteenkiste J, et al. A phase Ib dose-escalation study of the oral pan-PI3K inhibitor buparlisib (BKM120) in combination with the oral MEK1/2 inhibitor trametinib (GSK1120212) in patients with selected advanced solid tumors. Clin Cancer Res. 2015;21(4):730–8. https://doi.org/10.1158/1078-0432.CCR-14-1814.CrossRefPubMed Bedard PL, Tabernero J, Janku F, Wainberg ZA, Paz-Ares L, Vansteenkiste J, et al. A phase Ib dose-escalation study of the oral pan-PI3K inhibitor buparlisib (BKM120) in combination with the oral MEK1/2 inhibitor trametinib (GSK1120212) in patients with selected advanced solid tumors. Clin Cancer Res. 2015;21(4):730–8. https://​doi.​org/​10.​1158/​1078-0432.​CCR-14-1814.CrossRefPubMed
21.
go back to reference Elvin JA, Chura J, Gay LM, Markman M. Comprehensive genomic profiling (CGP) of ovarian clear cell carcinomas (OCCC) identifies clinically relevant genomic alterations (CRGA) and targeted therapy options. Gynecol Oncol Rep. 2017;20:62–6.CrossRefPubMedPubMedCentral Elvin JA, Chura J, Gay LM, Markman M. Comprehensive genomic profiling (CGP) of ovarian clear cell carcinomas (OCCC) identifies clinically relevant genomic alterations (CRGA) and targeted therapy options. Gynecol Oncol Rep. 2017;20:62–6.CrossRefPubMedPubMedCentral
23.
go back to reference Hsu H-C, Lapke N, Chen S-J, Lu Y-J, Jhou R-S, Yeh C-Y, Tsai W-S, Hung H-Y, Hsieh JC-H, Yang T-S et al: PTPRT and PTPRD Deleterious Mutations and Deletion Predict Bevacizumab Resistance in Metastatic Colorectal Cancer Patients. Cancers. 2018;10(9):314. Hsu H-C, Lapke N, Chen S-J, Lu Y-J, Jhou R-S, Yeh C-Y, Tsai W-S, Hung H-Y, Hsieh JC-H, Yang T-S et al: PTPRT and PTPRD Deleterious Mutations and Deletion Predict Bevacizumab Resistance in Metastatic Colorectal Cancer Patients. Cancers. 2018;10(9):314.
25.
go back to reference Boeva V, Popova T, Lienard M, Toffoli S, Kamal M, Le Tourneau C, et al. Multi-factor data normalization enables the detection of copy number aberrations in amplicon sequencing data. Bioinformatics. 2014;30(24):3443–50.CrossRefPubMedPubMedCentral Boeva V, Popova T, Lienard M, Toffoli S, Kamal M, Le Tourneau C, et al. Multi-factor data normalization enables the detection of copy number aberrations in amplicon sequencing data. Bioinformatics. 2014;30(24):3443–50.CrossRefPubMedPubMedCentral
28.
go back to reference Kaufman B, Shapira-Frommer R, Schmutzler RK, Audeh MW, Friedlander M, Balmana J, et al. Olaparib monotherapy in patients with advanced cancer and a germline BRCA1/2 mutation. J Clin Oncol. 2015;33(3):244–50.CrossRefPubMed Kaufman B, Shapira-Frommer R, Schmutzler RK, Audeh MW, Friedlander M, Balmana J, et al. Olaparib monotherapy in patients with advanced cancer and a germline BRCA1/2 mutation. J Clin Oncol. 2015;33(3):244–50.CrossRefPubMed
35.
go back to reference McCabe N, Turner NC, Lord CJ, Kluzek K, Bialkowska A, Swift S, et al. Deficiency in the repair of DNA damage by homologous recombination and sensitivity to poly (ADP-ribose) polymerase inhibition. Cancer Res. 2006;66(16):8109–15.CrossRefPubMed McCabe N, Turner NC, Lord CJ, Kluzek K, Bialkowska A, Swift S, et al. Deficiency in the repair of DNA damage by homologous recombination and sensitivity to poly (ADP-ribose) polymerase inhibition. Cancer Res. 2006;66(16):8109–15.CrossRefPubMed
38.
go back to reference Vergote IB, Jimeno A, Joly F, Katsaros D, Coens C, Despierre E, et al. Randomized phase III study of erlotinib versus observation in patients with no evidence of disease progression after first-line platin-based chemotherapy for ovarian carcinoma: a European Organisation for Research and Treatment of Cancer-Gynaecological Cancer group, and gynecologic Cancer intergroup study. J Clin Oncol. 2014;32(4):320–6. https://doi.org/10.1200/JCO.2013.50.5669.CrossRefPubMed Vergote IB, Jimeno A, Joly F, Katsaros D, Coens C, Despierre E, et al. Randomized phase III study of erlotinib versus observation in patients with no evidence of disease progression after first-line platin-based chemotherapy for ovarian carcinoma: a European Organisation for Research and Treatment of Cancer-Gynaecological Cancer group, and gynecologic Cancer intergroup study. J Clin Oncol. 2014;32(4):320–6. https://​doi.​org/​10.​1200/​JCO.​2013.​50.​5669.CrossRefPubMed
41.
go back to reference Kaye SB, Poole CJ, Danska-Bidzinska A, Gianni L, Del Conte G, Gorbunova V, et al. A randomized phase II study evaluating the combination of carboplatin-based chemotherapy with pertuzumab versus carboplatin-based therapy alone in patients with relapsed, platinum-sensitive ovarian cancer. Ann Oncol. 2013;24(1):145–52. https://doi.org/10.1093/annonc/mds282.CrossRefPubMed Kaye SB, Poole CJ, Danska-Bidzinska A, Gianni L, Del Conte G, Gorbunova V, et al. A randomized phase II study evaluating the combination of carboplatin-based chemotherapy with pertuzumab versus carboplatin-based therapy alone in patients with relapsed, platinum-sensitive ovarian cancer. Ann Oncol. 2013;24(1):145–52. https://​doi.​org/​10.​1093/​annonc/​mds282.CrossRefPubMed
43.
go back to reference Harb WA, Sessa C, Hirte HW, Kaye SB, Banerjee SN, Christinat A, Simantov R, Singh M, Sternberg DW, Light R, et al. Final results of a phase I study evaluating the combination of linsitinib, a dual inhibitor of insulin-like growth factor-1 receptor (IGF-1R), and insulin receptor (IR) with weekly paclitaxel (PAC) in patients (Pts) with advanced solid tumors. J Clin Oncol. 2013;31(15_suppl):e13502–e13502. Harb WA, Sessa C, Hirte HW, Kaye SB, Banerjee SN, Christinat A, Simantov R, Singh M, Sternberg DW, Light R, et al. Final results of a phase I study evaluating the combination of linsitinib, a dual inhibitor of insulin-like growth factor-1 receptor (IGF-1R), and insulin receptor (IR) with weekly paclitaxel (PAC) in patients (Pts) with advanced solid tumors. J Clin Oncol. 2013;31(15_suppl):e13502–e13502.
53.
go back to reference Takano M, Kouta H, Kudoh K, Kita T, Kikuchi R, Miyamoto M, Yoshikawa T, Goto T, Furuya K, Tamada Y, et al. Combination therapy with temsirolimus and trabectedin for recurrent clear cell carcinoma of the ovary: A phase II study with biomarker analysis. J Clin Oncol. 2015;33(15_suppl):5583. Takano M, Kouta H, Kudoh K, Kita T, Kikuchi R, Miyamoto M, Yoshikawa T, Goto T, Furuya K, Tamada Y, et al. Combination therapy with temsirolimus and trabectedin for recurrent clear cell carcinoma of the ovary: A phase II study with biomarker analysis. J Clin Oncol. 2015;33(15_suppl):5583.
60.
go back to reference Konecny GE, Hendrickson AEW, Jatoi A, Burton JK, Paroly J, Glaspy JA, Dowdy SC, Slamon DJ. A multicenter open-label phase II study of the efficacy and safety of palbociclib a cyclin-dependent kinases 4 and 6 inhibitor in patients with recurrent ovarian cancer. J Clin Oncol. 2016;34(15_suppl):5557. Konecny GE, Hendrickson AEW, Jatoi A, Burton JK, Paroly J, Glaspy JA, Dowdy SC, Slamon DJ. A multicenter open-label phase II study of the efficacy and safety of palbociclib a cyclin-dependent kinases 4 and 6 inhibitor in patients with recurrent ovarian cancer. J Clin Oncol. 2016;34(15_suppl):5557.
64.
go back to reference Katoh Y, Katoh M. Hedgehog signaling pathway and gastrointestinal stem cell signaling network (review). Int J Mol Med. 2006;18(6):1019–23.PubMed Katoh Y, Katoh M. Hedgehog signaling pathway and gastrointestinal stem cell signaling network (review). Int J Mol Med. 2006;18(6):1019–23.PubMed
68.
go back to reference Wiegand KC, Shah SP, Al-Agha OM, Zhao Y, Tse K, Zeng T, et al. ARID1A mutations in endometriosis-associated ovarian carcinomas. N Engl J Med. 2010;363(16):1532–43.CrossRefPubMedPubMedCentral Wiegand KC, Shah SP, Al-Agha OM, Zhao Y, Tse K, Zeng T, et al. ARID1A mutations in endometriosis-associated ovarian carcinomas. N Engl J Med. 2010;363(16):1532–43.CrossRefPubMedPubMedCentral
71.
go back to reference Heeke AL, Pishvaian MJ, Lynce F, Xiu J, Brody JR, Chen W-J, Baker TM, Marshall JL, Isaacs C. Prevalence of Homologous Recombination Related Gene Mutations Across Multiple Cancer Types. JCO Precis Oncol. 2018;2018(2):1–13. Heeke AL, Pishvaian MJ, Lynce F, Xiu J, Brody JR, Chen W-J, Baker TM, Marshall JL, Isaacs C. Prevalence of Homologous Recombination Related Gene Mutations Across Multiple Cancer Types. JCO Precis Oncol. 2018;2018(2):1–13.
73.
go back to reference Mirza MR, Monk BJ, Herrstedt J, Oza AM, Mahner S, Redondo A, et al. Niraparib maintenance therapy in platinum-sensitive, recurrent ovarian cancer. N Engl J Med. 2016;375(22):2154–64.CrossRefPubMed Mirza MR, Monk BJ, Herrstedt J, Oza AM, Mahner S, Redondo A, et al. Niraparib maintenance therapy in platinum-sensitive, recurrent ovarian cancer. N Engl J Med. 2016;375(22):2154–64.CrossRefPubMed
79.
go back to reference Dang VT, Kassahn KS, Marcos AE, Ragan MA. Identification of human haploinsufficient genes and their genomic proximity to segmental duplications. Eur J Hum Genet. 2008;16(11):1350–7.CrossRefPubMed Dang VT, Kassahn KS, Marcos AE, Ragan MA. Identification of human haploinsufficient genes and their genomic proximity to segmental duplications. Eur J Hum Genet. 2008;16(11):1350–7.CrossRefPubMed
80.
go back to reference Manikandan M, Raksha G, Munirajan AK. Haploinsufficiency of tumor suppressor genes is driven by the cumulative effect of microRNAs, microRNA binding site polymorphisms and microRNA polymorphisms: an in silico approach. Cancer Informat. 2012;11:157–71.CrossRef Manikandan M, Raksha G, Munirajan AK. Haploinsufficiency of tumor suppressor genes is driven by the cumulative effect of microRNAs, microRNA binding site polymorphisms and microRNA polymorphisms: an in silico approach. Cancer Informat. 2012;11:157–71.CrossRef
81.
go back to reference Kurzhals RL, Titen SW, Xie HB, Golic KG. Chk2 and p53 are haploinsufficient with dependent and independent functions to eliminate cells after telomere loss. PLoS Genet. 2011;7(6):e1002103.CrossRefPubMedPubMedCentral Kurzhals RL, Titen SW, Xie HB, Golic KG. Chk2 and p53 are haploinsufficient with dependent and independent functions to eliminate cells after telomere loss. PLoS Genet. 2011;7(6):e1002103.CrossRefPubMedPubMedCentral
82.
go back to reference Wu JN, Roberts CW. ARID1A mutations in cancer: another epigenetic tumor suppressor? Cancer Discov. 2013;3(1):35–43.CrossRefPubMed Wu JN, Roberts CW. ARID1A mutations in cancer: another epigenetic tumor suppressor? Cancer Discov. 2013;3(1):35–43.CrossRefPubMed
87.
go back to reference Janku F, Hong DS, Fu S, Piha-Paul SA, Naing A, Falchook GS, et al. Assessing PIK3CA and PTEN in early-phase trials with PI3K/AKT/mTOR inhibitors. Cell Rep. 2014;6(2):377–87.CrossRefPubMedPubMedCentral Janku F, Hong DS, Fu S, Piha-Paul SA, Naing A, Falchook GS, et al. Assessing PIK3CA and PTEN in early-phase trials with PI3K/AKT/mTOR inhibitors. Cell Rep. 2014;6(2):377–87.CrossRefPubMedPubMedCentral
89.
go back to reference Fritsch C, Huang A, Chatenay-Rivauday C, Schnell C, Reddy A, Liu M, et al. Characterization of the novel and specific PI3Kalpha inhibitor NVP-BYL719 and development of the patient stratification strategy for clinical trials. Mol Cancer Ther. 2014;13(5):1117–29.CrossRefPubMed Fritsch C, Huang A, Chatenay-Rivauday C, Schnell C, Reddy A, Liu M, et al. Characterization of the novel and specific PI3Kalpha inhibitor NVP-BYL719 and development of the patient stratification strategy for clinical trials. Mol Cancer Ther. 2014;13(5):1117–29.CrossRefPubMed
90.
go back to reference Lim SM, Park HS, Kim S, Kim S, Ali SM, Greenbowe JR, et al. Next-generation sequencing reveals somatic mutations that confer exceptional response to everolimus. Oncotarget. 2016;7(9):10547–56.CrossRefPubMedPubMedCentral Lim SM, Park HS, Kim S, Kim S, Ali SM, Greenbowe JR, et al. Next-generation sequencing reveals somatic mutations that confer exceptional response to everolimus. Oncotarget. 2016;7(9):10547–56.CrossRefPubMedPubMedCentral
94.
go back to reference Hofmann MH, Gmachl M, Ramharter J, Savarese F, Gerlach D, Marszalek JR, Sanderson MP, Kessler D, Trapani F, Arnhof H, et al. BI-3406, a Potent and Selective SOS1–KRAS Interaction Inhibitor, Is Effective in KRAS-Driven Cancers through Combined MEK Inhibition. Cancer Disc. 2021;11(1):142–57. Hofmann MH, Gmachl M, Ramharter J, Savarese F, Gerlach D, Marszalek JR, Sanderson MP, Kessler D, Trapani F, Arnhof H, et al. BI-3406, a Potent and Selective SOS1–KRAS Interaction Inhibitor, Is Effective in KRAS-Driven Cancers through Combined MEK Inhibition. Cancer Disc. 2021;11(1):142–57.
97.
go back to reference Barroso-Sousa R, Guo H, Barry WT, Ferreira AR, Rees R, Winer EP, et al. A phase I study of palbociclib (PALBO) plus everolimus (EVE) and exemestane (EXE) in hormone-receptor positive (HR+)/HER2- metastatic breast cancer (MBC) after progression on a CDK4/6 inhibitor (CDK4/6i): safety, tolerability and pharmacokinetic (PK) analysis. J Clin Oncol. 2018;36(15_suppl):1068.CrossRef Barroso-Sousa R, Guo H, Barry WT, Ferreira AR, Rees R, Winer EP, et al. A phase I study of palbociclib (PALBO) plus everolimus (EVE) and exemestane (EXE) in hormone-receptor positive (HR+)/HER2- metastatic breast cancer (MBC) after progression on a CDK4/6 inhibitor (CDK4/6i): safety, tolerability and pharmacokinetic (PK) analysis. J Clin Oncol. 2018;36(15_suppl):1068.CrossRef
Metadata
Title
Genetic alterations and their therapeutic implications in epithelial ovarian cancer
Authors
Nina Lapke
Chien-Hung Chen
Ting-Chang Chang
Angel Chao
Yen-Jung Lu
Chyong-Huey Lai
Kien Thiam Tan
Hua-Chien Chen
Hsiao-Yun Lu
Shu-Jen Chen
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2021
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-021-08233-5

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