Literature DB >> 26557500

Ovarian Cancer Molecular Stratification and Tumor Heterogeneity: A Necessity and a Challenge.

Stefan Symeonides1, Charlie Gourley1.   

Abstract

Entities:  

Keywords:  bevacizumab; heterogeneity; olaparib; ovarian cancer; stratification

Year:  2015        PMID: 26557500      PMCID: PMC4617149          DOI: 10.3389/fonc.2015.00229

Source DB:  PubMed          Journal:  Front Oncol        ISSN: 2234-943X            Impact factor:   6.244


× No keyword cloud information.

Introduction

Only two new drugs have been licensed for the treatment of epithelial ovarian cancer in the last 5 years (bevacizumab and olaparib). These are also the only two molecularly targeted agents licensed in this disease. As we continue to move into the genomic era of cancer therapy, it is clear that optimal therapy is going to depend on molecular stratification and that the stratification itself is going to need to contend with tumor heterogeneity. In this article, we discuss molecular stratification and tumor heterogeneity in the context of high-grade serous ovarian cancer. The development of bevacizumab and olaparib has provided contrasting examples of stratification in molecularly targeted agents. Bevacizumab is licensed as an unselected agent, currently without molecular (or indeed histological) stratification. However, emerging data may be able to help us refine which patients may benefit the most from this agent (and which may not require it). Any such refinement can be expected to increase the median benefit in the selected population and reinforce the cost:benefit advantage. Conversely, olaparib is licensed as a highly selected agent, currently by genomic or somatic BRCA1/BRCA2 mutation in high-grade serous cancer. However, emerging data may be able to help us expand its role into tumors with other homologous recombination deficits (while also determining if all BRCA1/BRCA2 mutations respond equally). For both agents, however, cancers progress even on continuous therapy and targeting the resistant clones that have emerged from tumor heterogeneity will be key to extending benefit for these patients.

Bevacizumab

Bevacizumab is the first vascular endothelial growth factor (VEGF)-targeted therapy to have been licensed in ovarian cancer; by the European Medicines Agency (EMA) in 2011 and the United States Food and Drug Administration (FDA) in 2014. These licenses differ although in both cases the bevacizumab is given in combination with chemotherapy. The EMA license was the result of first line data from the GOG 218 (1) and ICON7 (2) studies, second line platinum sensitive data from OCEANS (3) and second line platinum resistant data from AURELIA (4) all of which demonstrated a statistically significant increase in progression free survival compared to chemotherapy alone. The FDA license relates to the platinum resistant setting only and was dependent on the data from the AURELIA study. The optimal setting for this treatment is unknown (5), as is the value of treating through progression or utilizing combinations of anti-angiogenic therapies. VEGF-targeted therapy is clearly an active approach in ovarian cancer (at least in combination with chemotherapy) and other anti-angiogenic agents have been investigated in this setting including pazopanib (6), cedirinib (7), nintedanib (8), aflibercept (9), trebananib (10), sunitinib (11), sorafenib (12), and (PDGFR) imatinib (13). Given the mode of action, it was not unreasonable to seek potential broad activity for bevacizumab and, as with all previous agents in ovarian cancer, these trials had no molecularly or histological stratification. However, potential biomarkers are now emerging for benefit from bevacizumab (14), building on the extensive translational work incorporated in ICON7. For blood biomarkers, a link is evident between circulating Ang1 plus Tie2 levels and progression free survival (15), with most of the benefit from bevacizumab in the high Ang1-low Tie2 group (HR 0.27), no significant effect in the low Ang1 group and a detriment in the high Ang1-high Tie2 group (HR 3.6). A possible link noted with plasma VEGF-A in other tumor types (16), was not seen in this ovarian dataset. For tissue biomarkers, a signature made up of tissue mesothelin, FLT4 and AGP and blood CA125 also has potential to strongly differentiate between benefit and harm from bevacizumab but was limited by patient numbers in the analysis (17). Recently, a transcriptomic signature has been presented (18), which identifies distinct molecular subgroups of high-grade serous ovarian cancer that respond very differently to bevacizumab. In this analysis, the two proangiogenic subgroups had a poorer overall survival but appeared to contain all the benefit from bevacizumab. The other, immune subgroup had a superior prognosis but had a detriment (HR 2.0) from bevacizumab. This data will need confirmation in further datasets but the above examples suggest that we are getting closer to a molecular biomarker for bevacizumab benefit (and resistance). The next step will of course be identifying if these molecular signals also emerge in acquired resistance and if they indicate a druggable pathway to improve or extend the activity of VEGF-directed therapies to resistant tumors (or resistant clonal subpopulations). The story may be complicated by the fixed duration of bevacizumab in some studies (such as ICON7) but continuous maintenance therapy is the expected direction of travel for the future. Hopefully, the above approaches can help address the mystery of why VEGF-directed therapy does not yet seem to be living up to its clear potential. In the phase 2 single agent studies (19, 20), bevacizumab had a roughly 20% objective response rate (ORR), a figure matched by the additional ORR benefit seen compared to chemotherapy alone in phase 2 and phase 3 combination studies, regardless of setting (Table 1). It is unclear why this clear ORR benefit has not translated into more impressive PFS or OS benefits in the phase 3 first line studies (PFS benefit 3.8m in GOG 218 and 2 months in ICON7, with updated analysis of the latter non-significant and no OS benefit in the ITT population). It seems likely that there is a subset benefiting greatly from therapy (and this subset will be evident when response rate is the primary endpoint, as in some phase 2 studies) but that the effect is being diluted by the current lack of a selection biomarker and is therefore harder to detect when PFS is the primary endpoint (as in the phase 3 studies). Identifying this subset may be the key to widening its licensed indications. Identifying the tumor heterogeneity that leads to resistance to VEGF-directed therapy may be the key to improving and prolonging the benefit.
Table 1

Pivotal phase 2 and phase 3 bevacizumab studies in ovarian cancer.

StudyPatients% Platinum resistantResponse rate (%)Median PFS (months)Median OS (months)
SINGLE AGENT PHASE 2 BEVACIZUMAB STUDIES
GOG-170D6258214.717
Burger et al. (19)
AVF294944100164.410.7
Cannistra et al. (20)a

StudyAgentsSettingResponse rate
Median PFS (months)
Median OS (months)
BevNo bevBevNo bevBevNo bev

RANDOMIZED PHASE 3 BEVACIZUMAB STUDIES
GOG218Carbo/pac + bev or placFirst lineUnknown14.110.339.739.3
Burger et al. (1)(concom and maint)P < 0.001N.S.
ICON7Carbo/pac ± bev maintFirst line67%48%19.817.444.544.6
Perren et al. (2)P < 0.001P = 0.04N.S.
OCEANSCarbo/gem + bev or placPlatinum78%57%12.48.433.335.2
Aghajanian et al. (3)(concom and maint)sensitive relapseP < 0.0001P < 0.0001N.S.
AURELIAChemo vs. chemoplus bevPlatinumresistant relapse31%13%6.73.416.613.3
Pujade-Lauraine et al. (4)P < 0.001P < 0.001N.S.

.

PFS, progression free survival; OS, overall survival; JCO, Journal of Clinical Oncology; bev, bevacizumab; NEJM, New England Journal of Medicine; carbo, carboplatin; pac, paclitaxel; plac, placebo; concom, concomitant; maint, maintenance; gem, gemcitabine; chemo, chemotherapy.

Pivotal phase 2 and phase 3 bevacizumab studies in ovarian cancer. . PFS, progression free survival; OS, overall survival; JCO, Journal of Clinical Oncology; bev, bevacizumab; NEJM, New England Journal of Medicine; carbo, carboplatin; pac, paclitaxel; plac, placebo; concom, concomitant; maint, maintenance; gem, gemcitabine; chemo, chemotherapy.

Olaparib

Olaparib is the first poly ADP ribose polymerase (PARP)-inhibitor to have been licensed in ovarian cancer (2014). The EMA license is as post-chemotherapy maintenance in patients with germline or somatic BRCA1 or BRCA2 mutations. This was as a result of the subgroup analysis (21) of BRCA1/2 mutant cancers (germline or somatic), in the molecularly unselected Study 19 of relapsed platinum sensitive high-grade serous ovarian cancer (22). The FDA license is as monotherapy in patients with deleterious or suspected deleterious germline BRCA mutated advanced ovarian cancer who have been treated with three or more prior lines of chemotherapy. PARP inhibitors have demonstrated strong activity in molecularly selected populations and other agents include rucaparib (23), niraparib (24), veliparib (25), and talazoparib (26). The target population was a clear priority from the original phase 1 study, where BRCA1/BRCA2 mutation carriers were the predominant responders, leading to a BRCA1/BRCA2 expansion (27), with promising activity in ovarian cancer (28), which was subsequently confirmed in phase 2 (29). However, BRCA1/BRCA2 mutation is known not to be an absolute biomarker for sensitivity and other homologous recombination defects have been strongly implicated as additional predictive biomarkers (30). Study 19 represented a pragmatic approach to enrich for this whole group without genetic testing by looking at a platinum-sensitive, high-grade serous histopathology, ovarian population (22), given the known link between platinum sensitivity, high-grade serous histopathology and BRCA1/2 or wider homologous recombination gene defects (31, 32), even in non-hereditary cases (33, 34). However, although this study did identify activity in the non-BRCA mutant subgroup (HR 0.54), the dramatic effect was really in the BRCA1/2 mutant subgroup (HR 0.18), and the diluted overall signal risked being a barrier to licensing of these important, active agents. Therefore, olaparib is now licensed for BRCA1/2 mutant cancers and steps are being taken to identify additional predictive biomarkers, including other known homologous recombination defects. However, predictive biomarkers are seldom binary and olaparib provides a good example where molecular heterogeneity between patients and within tumors leads to significant variation in activity and resistance. When comparing different patients with different homologous recombination deficient tumors, we are beginning to realize that all BRCA molecular deficits are not equal – epigenetic changes are clearly a different biology to genetic (30, 32, 35) but what about different specific mutations or the difference between germline and somatic? Today, it is generally accepted that the different histological subgroups of epithelial ovarian cancer represent different diseases (36). However, as with other cancers, it is also clear that different molecular subgroups (30) of high-grade serous ovarian cancer can have different phenotypes (37) and outcomes (38, 39), with homologous recombination defects a clear example. It is natural to extend this to specific homologous recombination proteins and, even further, to specific mutations/defects of individual proteins. Molecular heterogeneity within an individual’s cancer may be just as important. While adaptive epigenetic changes have been implicated in platinum resistance (40), a more striking mechanism of resistance may underlie some of the cross-resistance of platinum therapy and PARP inhibition that has lead to the focus on platinum sensitive disease in the clinic (28, 41). This is the phenomenon where inactivating mutations within the BRCA1/BRCA2 genes revert to functional genes (41–45), clearly demonstrating the strong selection pressures, which drive outgrowth of a resistant subclone that lacks the one main feature that defined, or even induced, the original cancer but which subsequently had become its Achilles heel. In effect, the tumor is doing whatever it can to evade the agents used against it, even if that means re-expressing the gene that it had to lose in order to become a cancer cell in the first place. Of course, not every individual’s tumor will contain the resistant subclones that drive this response and much can be learned from the super-responders (28, 46) who give an example of what we might hope to achieve if we could overcome that heterogeneity.

The Future

Clearly, future optimal therapy for high-grade serous ovarian cancer will depend on optimal molecular stratification and this is just as true for bevacizumab and olaparib as it will be for future agents. While this will help rise to the challenge of optimizing therapy for inter-patient molecular heterogeneity, monotherapy may never overcome intra-patient heterogeneity. If we want to improve the durability of responses, that pool of resistant clones may need to be narrowed by using combination therapies. Indeed, recent clinical data for the addition of the VEGFR inhibitor, cedirinib, to olaparib have shown a significant increase in response rate and a near-doubling of progression free survival (47). The majority of this benefit was in the BRCA1/BRCA2 wild-type (or unknown) group, perhaps demonstrating that combinations can overcome monotherapy dependencies but also highlighting that there is still a lot to learn about biomarkers for anti-angiogenic and PARP inhibitor agents in ovarian cancer.

Conflict of Interest Statement

Charlie Gourley has sat on advisory boards for AstraZeneca, Roche, and Nucana. He has also received lecture fees from AstraZeneca and Roche. Through his institution he has received research funding from AstraZeneca, Aprea, and Novartis. Stefan Symeonides declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
  43 in total

1.  Germline mutation in BRCA1 or BRCA2 and ten-year survival for women diagnosed with epithelial ovarian cancer.

Authors:  Francisco J Candido-dos-Reis; Honglin Song; Ellen L Goode; Julie M Cunningham; Brooke L Fridley; Melissa C Larson; Kathryn Alsop; Ed Dicks; Patricia Harrington; Susan J Ramus; Anna de Fazio; Gillian Mitchell; Sian Fereday; Kelly L Bolton; Charlie Gourley; Caroline Michie; Beth Karlan; Jenny Lester; Christine Walsh; Ilana Cass; Håkan Olsson; Martin Gore; Javier J Benitez; Maria J Garcia; Irene Andrulis; Anna Marie Mulligan; Gord Glendon; Ignacio Blanco; Conxi Lazaro; Alice S Whittemore; Valerie McGuire; Weiva Sieh; Marco Montagna; Elisa Alducci; Siegal Sadetzki; Angela Chetrit; Ava Kwong; Susanne K Kjaer; Allan Jensen; Estrid Høgdall; Susan Neuhausen; Robert Nussbaum; Mary Daly; Mark H Greene; Phuong L Mai; Jennifer T Loud; Kirsten Moysich; Amanda E Toland; Diether Lambrechts; Steve Ellis; Debra Frost; James D Brenton; Marc Tischkowitz; Douglas F Easton; Antonis Antoniou; Georgia Chenevix-Trench; Simon A Gayther; David Bowtell; Paul D P Pharoah
Journal:  Clin Cancer Res       Date:  2014-11-14       Impact factor: 12.531

2.  "BRCAness" syndrome in ovarian cancer: a case-control study describing the clinical features and outcome of patients with epithelial ovarian cancer associated with BRCA1 and BRCA2 mutations.

Authors:  David S P Tan; Christian Rothermundt; Karen Thomas; Elizabeth Bancroft; Rosalind Eeles; Susan Shanley; Audrey Ardern-Jones; Andrew Norman; Stanley B Kaye; Martin E Gore
Journal:  J Clin Oncol       Date:  2008-10-27       Impact factor: 44.544

3.  A phase II evaluation of the potent, highly selective PARP inhibitor veliparib in the treatment of persistent or recurrent epithelial ovarian, fallopian tube, or primary peritoneal cancer in patients who carry a germline BRCA1 or BRCA2 mutation - An NRG Oncology/Gynecologic Oncology Group study.

Authors:  Robert L Coleman; Michael W Sill; Katherine Bell-McGuinn; Carol Aghajanian; Heidi J Gray; Krishnansu S Tewari; Steven C Rubin; Thomas J Rutherford; John K Chan; Alice Chen; Elizabeth M Swisher
Journal:  Gynecol Oncol       Date:  2015-03-24       Impact factor: 5.482

4.  A phase 3 trial of bevacizumab in ovarian cancer.

Authors:  Timothy J Perren; Ann Marie Swart; Jacobus Pfisterer; Jonathan A Ledermann; Eric Pujade-Lauraine; Gunnar Kristensen; Mark S Carey; Philip Beale; Andrés Cervantes; Christian Kurzeder; Andreas du Bois; Jalid Sehouli; Rainer Kimmig; Anne Stähle; Fiona Collinson; Sharadah Essapen; Charlie Gourley; Alain Lortholary; Frédéric Selle; Mansoor R Mirza; Arto Leminen; Marie Plante; Dan Stark; Wendi Qian; Mahesh K B Parmar; Amit M Oza
Journal:  N Engl J Med       Date:  2011-12-29       Impact factor: 91.245

5.  Secondary somatic mutations restoring BRCA1/2 predict chemotherapy resistance in hereditary ovarian carcinomas.

Authors:  Barbara Norquist; Kaitlyn A Wurz; Christopher C Pennil; Rochelle Garcia; Jenny Gross; Wataru Sakai; Beth Y Karlan; Toshiyasu Taniguchi; Elizabeth M Swisher
Journal:  J Clin Oncol       Date:  2011-06-27       Impact factor: 44.544

6.  Randomized, double-blind, placebo-controlled phase II study of AMG 386 combined with weekly paclitaxel in patients with recurrent ovarian cancer.

Authors:  Beth Y Karlan; Amit M Oza; Gary E Richardson; Diane M Provencher; Vincent L Hansen; Martin Buck; Setsuko K Chambers; Prafull Ghatage; Charles H Pippitt; John V Brown; Allan Covens; Raj V Nagarkar; Margaret Davy; Charles A Leath; Hoa Nguyen; Daniel E Stepan; David M Weinreich; Marjan Tassoudji; Yu-Nien Sun; Ignace B Vergote
Journal:  J Clin Oncol       Date:  2011-12-19       Impact factor: 44.544

7.  Randomized phase II placebo-controlled trial of maintenance therapy using the oral triple angiokinase inhibitor BIBF 1120 after chemotherapy for relapsed ovarian cancer.

Authors:  Jonathan A Ledermann; Allan Hackshaw; Stan Kaye; Gordon Jayson; Hani Gabra; Iain McNeish; Helena Earl; Tim Perren; Martin Gore; Mojca Persic; Malcolm Adams; Lindsay James; Graham Temple; Michael Merger; Gordon Rustin
Journal:  J Clin Oncol       Date:  2011-08-22       Impact factor: 44.544

8.  Phase II trial of bevacizumab in persistent or recurrent epithelial ovarian cancer or primary peritoneal cancer: a Gynecologic Oncology Group Study.

Authors:  Robert A Burger; Michael W Sill; Bradley J Monk; Benjamin E Greer; Joel I Sorosky
Journal:  J Clin Oncol       Date:  2007-11-20       Impact factor: 44.544

9.  Secondary BRCA1 mutations in BRCA1-mutated ovarian carcinomas with platinum resistance.

Authors:  Elizabeth M Swisher; Wataru Sakai; Beth Y Karlan; Kaitlyn Wurz; Nicole Urban; Toshiyasu Taniguchi
Journal:  Cancer Res       Date:  2008-04-15       Impact factor: 12.701

10.  Predicting response to bevacizumab in ovarian cancer: a panel of potential biomarkers informing treatment selection.

Authors:  Fiona Collinson; Michelle Hutchinson; Rachel A Craven; David A Cairns; Alexandre Zougman; Tobias C Wind; Narinder Gahir; Michael P Messenger; Sharon Jackson; Douglas Thompson; Cybil Adusei; Jonathan A Ledermann; Geoffrey Hall; Gordon C Jayson; Peter J Selby; Rosamonde E Banks
Journal:  Clin Cancer Res       Date:  2013-08-09       Impact factor: 12.531

View more
  13 in total

1.  Platelet Derived Growth Factor BB: A "Must-have" Therapeutic Target "Redivivus" in Ovarian Cancer.

Authors:  Anca Maria Cimpean; Ionut Marcel Cobec; Raluca Amalia Ceaușu; Roxana Popescu; Anca Tudor; Marius Raica
Journal:  Cancer Genomics Proteomics       Date:  2016 11-12       Impact factor: 4.069

Review 2.  Hormone Receptors in Serous Ovarian Carcinoma: Prognosis, Pathogenesis, and Treatment Considerations.

Authors:  Ioannis A Voutsadakis
Journal:  Clin Med Insights Oncol       Date:  2016-03-29

3.  Mirvetuximab Soravtansine (IMGN853), a Folate Receptor Alpha-Targeting Antibody-Drug Conjugate, Potentiates the Activity of Standard of Care Therapeutics in Ovarian Cancer Models.

Authors:  Jose F Ponte; Olga Ab; Leanne Lanieri; Jenny Lee; Jennifer Coccia; Laura M Bartle; Marian Themeles; Yinghui Zhou; Jan Pinkas; Rodrigo Ruiz-Soto
Journal:  Neoplasia       Date:  2016-11-25       Impact factor: 5.715

Review 4.  Distinct implications of different BRCA mutations: efficacy of cytotoxic chemotherapy, PARP inhibition and clinical outcome in ovarian cancer.

Authors:  Robert L Hollis; Michael Churchman; Charlie Gourley
Journal:  Onco Targets Ther       Date:  2017-05-11       Impact factor: 4.147

5.  An integrated proteomic and glycoproteomic approach uncovers differences in glycosylation occupancy from benign and malignant epithelial ovarian tumors.

Authors:  Qing Kay Li; Punit Shah; Yuan Tian; Yingwei Hu; Richard B S Roden; Hui Zhang; Daniel W Chan
Journal:  Clin Proteomics       Date:  2017-05-10       Impact factor: 3.988

6.  Phosphoproteomics of Primary Cells Reveals Druggable Kinase Signatures in Ovarian Cancer.

Authors:  Chiara Francavilla; Michela Lupia; Kalliopi Tsafou; Alessandra Villa; Katarzyna Kowalczyk; Rosa Rakownikow Jersie-Christensen; Giovanni Bertalot; Stefano Confalonieri; Søren Brunak; Lars J Jensen; Ugo Cavallaro; Jesper V Olsen
Journal:  Cell Rep       Date:  2017-03-28       Impact factor: 9.423

7.  Identification of proteins associated with paclitaxel resistance of epithelial ovarian cancer using iTRAQ-based proteomics.

Authors:  Yuanjing Wang; Hongxia Li
Journal:  Oncol Lett       Date:  2018-04-27       Impact factor: 2.967

8.  Platform-Independent Classification System to Predict Molecular Subtypes of High-Grade Serous Ovarian Carcinoma.

Authors:  Arunima Shilpi; Manoj Kandpal; Yanrong Ji; Brandon L Seagle; Shohreh Shahabi; Ramana V Davuluri
Journal:  JCO Clin Cancer Inform       Date:  2019-04

9.  Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum.

Authors:  Takuma Ohsuga; Ken Yamaguchi; Aki Kido; Ryusuke Murakami; Kaoru Abiko; Junzo Hamanishi; Eiji Kondoh; Tsukasa Baba; Ikuo Konishi; Noriomi Matsumura
Journal:  BMC Cancer       Date:  2017-08-29       Impact factor: 4.430

10.  Anetumab ravtansine inhibits tumor growth and shows additive effect in combination with targeted agents and chemotherapy in mesothelin-expressing human ovarian cancer models.

Authors:  Maria Quanz; Urs B Hagemann; Sabine Zitzmann-Kolbe; Beatrix Stelte-Ludwig; Sven Golfier; Cem Elbi; Dominik Mumberg; Karl Ziegelbauer; Christoph A Schatz
Journal:  Oncotarget       Date:  2018-09-25
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.