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Effects of sleep on breakfast behaviors in recently unemployed adults. Sleep Health 2024; 10:114-121. [PMID: 37973452 PMCID: PMC10922088 DOI: 10.1016/j.sleh.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 08/16/2023] [Accepted: 09/04/2023] [Indexed: 11/19/2023]
Abstract
OBJECTIVES Skipping meals is linked to negative cardiometabolic health outcomes. Few studies have examined the effects of breakfast skipping after disruptive life events, like job loss. The present analyses examine whether sleep timing, duration, and continuity are associated with breakfast eating among 186 adults who recently (past 90 days) experienced involuntary unemployment from the Assessing Daily Activity Patterns Through Occupational Transitions (ADAPT) study. METHODS We conducted both cross-sectional and 18-month longitudinal analyses to assess the relationship between actigraphic sleep after job loss and breakfast eating. RESULTS Later sleep timing was associated with a lower percentage of days breakfast was eaten at baseline (B = -0.09, SE = 0.02, P < .001) and longitudinally over 18 months (estimate = -0.04; SE = 0.02; P < .05). No other sleep indices were associated with breakfast consumption cross-sectionally or prospectively. CONCLUSIONS Unemployed adults with a delay in sleep timing are more likely to skip breakfast than adults with an advancement in sleep timing. Future studies are necessary to test chronobiological mechanisms by which sleep timing might impact breakfast eating. With the understanding that sleep timing is linked to breakfast eating, the advancement of sleep timing may provide a pathway for the promotion of breakfast eating, ultimately preventing cardiometabolic disease.
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Abstract 966: Exploration of a novel HRD signature (HRDsig) as a biomarker for rucaparib benefit in ARIEL2. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: The ARIEL2 (Parts 1 and 2) all-comers study tested the effectiveness of the PARP inhibitor rucaparib in patients (pts) with platinum-sensitive or resistant/refractory relapsed high-grade ovarian cancer. Pre-specified analyses identified associations of BRCA1/2 mutation status and genomic LOH (gLOH) with prolonged PFS. Recently, a novel scar-based measure of HRD was described [HRDsig; AACR #1249], and we retrospectively examined its predictive value in the ARIEL2 study.
Methods: ARIEL2 (CO-338-017; NCT01891344) was an international multicenter, two-part, phase 2 open-label study conducted across 64 sites. Tumor tissues were profiled with comprehensive genomic profiling for all classes of alterations in at least 287 genes (FoundationOne®). HRDsig was called using a machine learning based algorithm with a broad set of genome-wide copy number and short variant features, independent of gLOH (AACR 2022 #1249). Survival analysis was limited to samples where both gLOH and HRDsig could be evaluated (n=394). Hazard ratios were estimated using a univariate Cox proportional hazards model and objective response rates (ORR) were compared using Fisher’s exact test. gLOH high was defined using a cutoff of 16%, based on ARIEL2 and subsequently FDA approved as a complementary diagnostic. BRCA1 promoter methylation was quantified by digital droplet PCR.
Results: HRDsig(+) was identified in 56% (251/449) of cases, including 92% (108/117) of those with deleterious BRCA1/2 alterations and 43% (143/332) of BRCAwt. In the intention to treat (ITT) and in pts with platinum sensitive (plat-sen) disease, HRDsig(+) was predictive of PFS benefit on rucaparib (ITT HR = 0.63 [0.50-0.80], p<0.001; plat-sen HR = 0.44 [0.32-0.60]; p<0.001), similar to gLOH-high (ITT HR = 0.70 [0.56-0.87], p=0.0016; plat-sen HR 0.55 [0.41-0.74], p<0.001). In BRCAwt pts with plat-sen disease (n=179), HRDsig was predictive of objective response and PFS on rucaparib, (ORR 28% in HRDsig(+) vs 10% in HRDsig(-), p=0.002; PFS HR = 0.66 [0.48-0.91]; p=0.012). Tumors with RAD51C/D alterations (5/5; 100%) were identified as HRDsig(+). Most other HRR alterations showed little association with HRDsig, including ATM (0/5 HRDsig(+)), and CHEK2 (0/4 HRDsig(+)). Additionally, 33 BRCAwt pts were identified as BRCA1 methylation positive in the cohort, with 32/33 (97%) identified as HRDsig(+), similar to gLOH-high (30/33; 91%).
Conclusions: HRDsig(+) was associated with rucaparib benefit overall and in BRCAwt pts with platinum-sensitive ovarian cancer in this study. HRDsig(+) status exhibited strong association with deficiency caused by both epigenetic (BRCA1 methylation) and genetic (HRR mutation) mechanisms. Additional studies should further explore the utility of this biomarker for pt selection in ovarian cancer and other relevant cancer types to inform the use of PARP inhibitors or other DNA damaging agents.
Citation Format: Ethan S. Sokol, Russell W. Madison, Dexter X. Jin, Kuei Ting Chen, Zoe Fleischmann, Justin Newberg, Alexa Shrock, David Fabrizio, Jie He, Neeru Bhardwaj, Kevin K. Lin, Iain A. McNeish, Elizabeth M. Swisher. Exploration of a novel HRD signature (HRDsig) as a biomarker for rucaparib benefit in ARIEL2 [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 966.
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Reply to C. Marchetti et al. J Clin Oncol 2023; 41:936-938. [PMID: 36201707 DOI: 10.1200/jco.22.01832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
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A Randomized, Phase III Trial to Evaluate Rucaparib Monotherapy as Maintenance Treatment in Patients With Newly Diagnosed Ovarian Cancer (ATHENA-MONO/GOG-3020/ENGOT-ov45). J Clin Oncol 2022; 40:3952-3964. [PMID: 35658487 PMCID: PMC9746782 DOI: 10.1200/jco.22.01003] [Citation(s) in RCA: 113] [Impact Index Per Article: 56.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/05/2022] [Accepted: 05/09/2022] [Indexed: 12/24/2022] Open
Abstract
PURPOSE ATHENA (ClinicalTrials.gov identifier: NCT03522246) was designed to evaluate rucaparib first-line maintenance treatment in a broad patient population, including those without BRCA1 or BRCA2 (BRCA) mutations or other evidence of homologous recombination deficiency (HRD), or high-risk clinical characteristics such as residual disease. We report the results from the ATHENA-MONO comparison of rucaparib versus placebo. METHODS Patients with stage III-IV high-grade ovarian cancer undergoing surgical cytoreduction (R0/complete resection permitted) and responding to first-line platinum-doublet chemotherapy were randomly assigned 4:1 to oral rucaparib 600 mg twice a day or placebo. Stratification factors were HRD test status, residual disease after chemotherapy, and timing of surgery. The primary end point of investigator-assessed progression-free survival was assessed in a step-down procedure, first in the HRD population (BRCA-mutant or BRCA wild-type/loss of heterozygosity high tumor), and then in the intent-to-treat population. RESULTS As of March 23, 2022 (data cutoff), 427 and 111 patients were randomly assigned to rucaparib or placebo, respectively (HRD population: 185 v 49). Median progression-free survival (95% CI) was 28.7 months (23.0 to not reached) with rucaparib versus 11.3 months (9.1 to 22.1) with placebo in the HRD population (log-rank P = .0004; hazard ratio [HR], 0.47; 95% CI, 0.31 to 0.72); 20.2 months (15.2 to 24.7) versus 9.2 months (8.3 to 12.2) in the intent-to-treat population (log-rank P < .0001; HR, 0.52; 95% CI, 0.40 to 0.68); and 12.1 months (11.1 to 17.7) versus 9.1 months (4.0 to 12.2) in the HRD-negative population (HR, 0.65; 95% CI, 0.45 to 0.95). The most common grade ≥ 3 treatment-emergent adverse events were anemia (rucaparib, 28.7% v placebo, 0%) and neutropenia (14.6% v 0.9%). CONCLUSION Rucaparib monotherapy is effective as first-line maintenance, conferring significant benefit versus placebo in patients with advanced ovarian cancer with and without HRD.
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Clinical and molecular characteristics of ARIEL3 patients who derived exceptional benefit from rucaparib maintenance treatment for high-grade ovarian carcinoma. Gynecol Oncol 2022; 167:404-413. [PMID: 36273926 PMCID: PMC10339359 DOI: 10.1016/j.ygyno.2022.08.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/22/2022] [Accepted: 08/25/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE ARIEL3 (NCT01968213) is a placebo-controlled randomized trial of the poly(ADP-ribose) polymerase inhibitor rucaparib as maintenance treatment in patients with recurrent high-grade ovarian carcinoma who responded to their latest line of platinum therapy. Rucaparib improved progression-free survival across all predefined subgroups. Here, we present an exploratory analysis of clinical and molecular characteristics associated with exceptional benefit from rucaparib. METHODS Patients were randomized 2:1 to receive rucaparib 600 mg twice daily or placebo. Molecular features (genomic alterations, BRCA1 promoter methylation) and baseline clinical characteristics were evaluated for association with exceptional benefit (progression-free survival ≥2 years) versus progression on first scan (short-term subgroup) and other efficacy outcomes. RESULTS Rucaparib treatment was significantly associated with exceptional benefit compared with placebo: 79/375 (21.1%) vs 4/189 (2.1%), respectively (p < 0.0001). Exceptional benefit was more frequent among patients with favorable baseline clinical characteristics and with carcinomas harboring molecular evidence of homologous recombination deficiency (HRD). A comparison between patients who derived exceptional benefit from rucaparib and those in the short-term subgroup revealed both clinical markers (no measurable disease at baseline, complete response to latest platinum, longer penultimate platinum-free interval) and molecular markers (BRCA1, BRCA2, RAD51C, and RAD51D alterations and genome-wide loss of heterozygosity) significantly associated with exceptional benefit. CONCLUSIONS Exceptional benefit in ARIEL3 was more common in, but not exclusive to, patients with favorable clinical characteristics or molecular features associated with HRD. Our results suggest that rucaparib can deliver exceptional benefit to a diverse set of patients with recurrent high-grade ovarian carcinoma.
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A comparison of probe geometries for neuronal localization. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:4083-4087. [PMID: 36086370 DOI: 10.1109/embc48229.2022.9871756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Extracellular electrical recordings capture the spiking activity of multiple neurons in the vicinity of a probe. Typically, the features of interest in these recordings are action potentials and their timing. However, for planar probes that span tens or hundreds of neurons, it is possible to identify relative spatial locations of neurons. Such spatial information may be useful for reconstructing local network structure or for improving the quality of spike sorting. We propose a Bayesian modification of a dipole-based method for estimating neural positions from waveforms recorded on multi contact probes and investigate how sensitive it is to prior knowledge about the equivalent dipole sizes of neurons and the geometry of the recording probe. In addition, we determine the probe spacing and number of contacts which produce optimal localization accuracy within the class of planar, circularly symmetric contact configurations.
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Abstract 1260: Nonclinical evaluation of rucaparib in tumors with mutations in non- BRCA1/2 homologous recombination repair (HRR) genes. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Rucaparib is a PARP inhibitor approved to treat ovarian cancer (OC) and metastatic castration-resistant prostate cancer (mCRPC). Deficiencies in HRR resulting from genetic or epigenetic alterations in BRCA1/2 sensitize tumors to rucaparib through synthetic lethality. Inactivation of other HRR genes may also confer sensitivity to PARP inhibition. Here, we evaluated rucaparib efficacy in preclinical models with genomic or epigenetic alterations in an HRR gene panel.
Methods: BRCA1/2 and 14 additional genes were selected for their role in DNA repair and mutation frequency in OC and mCRPC. Small interfering RNA (siRNA) knockdowns were performed in OC (OVCAR-3, OAW28, SK-OV-3) and mCRPC (DU145, PC-3) cell lines to model their inactivation and assess impact on rucaparib sensitivity (IC50) in cell viability assays. Patient-derived xenografts (PDX) harboring deleterious alterations in BRCA1/2, BARD1, BRIP1, NBN, PALB2, RAD51B, RAD51C, or RAD51D, or BRCA1/RAD51C promoter hypermethylation were treated with up to 150 mg/kg rucaparib BID for 25-42 days and tumor growth was monitored. Mutational status was confirmed by next-generation sequencing.
Results: In addition to BRCA1/2 knockdown, depletion of BARD1, PALB2, or RAD51 resulted in potent rucaparib activity in OC and mCRPC cells, where the rucaparib IC50 was reduced by >70% vs control in at least 4 of the 5 cell lines tested. Rucaparib also displayed greater potency in cells with siRNA-mediated decreased expression of FANCA, NBN, RAD51C, or RAD54L, where at least 1 cell line had >50% decrease in IC50. Rucaparib treatment in 19/33 HRR-deficient PDX models resulted in significant tumor growth inhibition (TGI). These included BRCA1/2, PALB2, NBN, RAD51B, RAD51C, or RAD51D-mutated and BRCA1/RAD51C-hypermethylated models. Efficacy was strongly associated with biallelic inactivation of BRCA1/2, PALB2, RAD51C, or RAD51D with 87% vs 29% mean TGI for monoallelic BRCA1/2 alterations (P<0.0001). In addition, a single PDX model each for the exploratory genes NBN and RAD51B had 101% and 80% TGI, respectively. No significant difference was observed between PDX models with BRCA1/2 vs non-BRCA1/2 (PALB2, NBN, RAD51B, RAD51C, or RAD51D) biallelic alterations (98% vs 80% mean TGI, respectively; P=0.21). In support of these nonclinical findings, we highlight a patient with RAD51B-mutant mCRPC treated with rucaparib in the TRITON2 trial (NCT02952534) who had confirmed radiographic and PSA responses.
Conclusions: Cell lines and PDX models with biallelic alterations in HRR genes other than BRCA1/2, including RAD51B, RAD51C, RAD51D, PALB2, and NBN, are comparably sensitive to rucaparib. Rucaparib is being evaluated in the LODESTAR trial (NCT04171700) in patients with tumors associated with deleterious alterations in BRCA1/2, PALB2, RAD51C, and RAD51D (cohort A) and BARD1, BRIP1, FANCA, NBN, RAD51, and RAD51B (exploratory cohort B).
Citation Format: Liliane Robillard, Kevin K. Lin, Andrea Loehr, Tanya Kwan, Rachel Dusek, Andrew D. Simmons, Thomas C. Harding, Brieuc Sautois, Minh Nguyen. Nonclinical evaluation of rucaparib in tumors with mutations in non-BRCA1/2 homologous recombination repair (HRR) genes [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1260.
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Preclinical evaluation of FAP-2286 for fibroblast activation protein targeted radionuclide imaging and therapy. Eur J Nucl Med Mol Imaging 2022; 49:3651-3667. [PMID: 35608703 PMCID: PMC9399058 DOI: 10.1007/s00259-022-05842-5] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/10/2022] [Indexed: 12/18/2022]
Abstract
PURPOSE Fibroblast activation protein (FAP) is a membrane-bound protease that has limited expression in normal adult tissues but is highly expressed in the tumor microenvironment of many solid cancers. FAP-2286 is a FAP-binding peptide coupled to a radionuclide chelator that is currently being investigated in patients as an imaging and therapeutic agent. The potency, selectivity, and efficacy of FAP-2286 were evaluated in preclinical studies. METHODS FAP expression analysis was performed by immunohistochemistry and autoradiography on primary human cancer specimens. FAP-2286 was assessed in biochemical and cellular assays and in in vivo imaging and efficacy studies, and was further evaluated against FAPI-46, a small molecule-based FAP-targeting agent. RESULTS Immunohistochemistry confirmed elevated levels of FAP expression in multiple tumor types including pancreatic, breast, and sarcoma, which correlated with FAP binding by FAP-2286 autoradiography. FAP-2286 and its metal complexes demonstrated high affinity to FAP recombinant protein and cell surface FAP expressed on fibroblasts. Biodistribution studies in mice showed rapid and persistent uptake of 68Ga-FAP-2286, 111In-FAP-2286, and 177Lu-FAP-2286 in FAP-positive tumors, with renal clearance and minimal uptake in normal tissues. 177Lu-FAP-2286 exhibited antitumor activity in FAP-expressing HEK293 tumors and sarcoma patient-derived xenografts, with no significant weight loss. In addition, FAP-2286 maintained longer tumor retention and suppression in comparison to FAPI-46. CONCLUSION In preclinical models, radiolabeled FAP-2286 demonstrated high tumor uptake and retention, as well as potent efficacy in FAP-positive tumors. These results support clinical development of 68Ga-FAP-2286 for imaging and 177Lu-FAP-2286 for therapeutic use in a broad spectrum of FAP-positive tumors.
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Phase Ib SEASTAR Study: Combining Rucaparib and Sacituzumab Govitecan in Patients With Cancer With or Without Mutations in Homologous Recombination Repair Genes. JCO Precis Oncol 2022; 6:e2100456. [PMID: 35138920 PMCID: PMC8865521 DOI: 10.1200/po.21.00456] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/19/2021] [Accepted: 12/13/2021] [Indexed: 11/26/2022] Open
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Multilevel monte carlo for cortical circuit models. J Comput Neurosci 2022; 50:9-15. [PMID: 35000059 DOI: 10.1007/s10827-021-00807-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/18/2021] [Accepted: 11/24/2021] [Indexed: 11/25/2022]
Abstract
Multilevel Monte Carlo (MLMC) methods aim to speed up computation of statistics from dynamical simulations. MLMC is easy to implement and is sometimes very effective, but its efficacy may depend on the underlying dynamics. We apply MLMC to networks of spiking neurons and assess its effectiveness on prototypical models of cortical circuitry under different conditions. We find that MLMC can be very efficient for computing reliable features, i.e., features of network dynamics that are reproducible upon repeated presentation of the same external forcing. In contrast, MLMC is less effective for complex, internally generated activity. Qualitative explanations are given using concepts from random dynamical systems theory.
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A data-informed mean-field approach to mapping of cortical parameter landscapes. PLoS Comput Biol 2021; 17:e1009718. [PMID: 34941863 PMCID: PMC8741023 DOI: 10.1371/journal.pcbi.1009718] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/07/2022] [Accepted: 12/02/2021] [Indexed: 11/19/2022] Open
Abstract
Constraining the many biological parameters that govern cortical dynamics is computationally and conceptually difficult because of the curse of dimensionality. This paper addresses these challenges by proposing (1) a novel data-informed mean-field (MF) approach to efficiently map the parameter space of network models; and (2) an organizing principle for studying parameter space that enables the extraction biologically meaningful relations from this high-dimensional data. We illustrate these ideas using a large-scale network model of the Macaque primary visual cortex. Of the 10-20 model parameters, we identify 7 that are especially poorly constrained, and use the MF algorithm in (1) to discover the firing rate contours in this 7D parameter cube. Defining a "biologically plausible" region to consist of parameters that exhibit spontaneous Excitatory and Inhibitory firing rates compatible with experimental values, we find that this region is a slightly thickened codimension-1 submanifold. An implication of this finding is that while plausible regimes depend sensitively on parameters, they are also robust and flexible provided one compensates appropriately when parameters are varied. Our organizing principle for conceptualizing parameter dependence is to focus on certain 2D parameter planes that govern lateral inhibition: Intersecting these planes with the biologically plausible region leads to very simple geometric structures which, when suitably scaled, have a universal character independent of where the intersections are taken. In addition to elucidating the geometry of the plausible region, this invariance suggests useful approximate scaling relations. Our study offers, for the first time, a complete characterization of the set of all biologically plausible parameters for a detailed cortical model, which has been out of reach due to the high dimensionality of parameter space.
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Preexisting TP53-Variant Clonal Hematopoiesis and Risk of Secondary Myeloid Neoplasms in Patients With High-grade Ovarian Cancer Treated With Rucaparib. JAMA Oncol 2021; 7:1772-1781. [PMID: 34647981 PMCID: PMC8517887 DOI: 10.1001/jamaoncol.2021.4664] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
IMPORTANCE A total of 1% to 3% of patients treated with a poly(adenosine diphosphate-ribose) polymerase inhibitor for high-grade ovarian cancer (HGOC) develop therapy-related myeloid neoplasms (t-MNs), which are rare but often fatal conditions. Although the cause of these t-MNs is unknown, clonal hematopoiesis of indeterminate potential (CHIP) variants can increase the risk of primary myeloid malignant neoplasms and are more frequent among patients with solid tumors. OBJECTIVES To examine whether preexisting CHIP variants are associated with the development of t-MNs after rucaparib treatment and how these CHIP variants are affected by treatment. DESIGN, SETTING, AND PARTICIPANTS This retrospective genetic association study used peripheral blood cell (PBC) samples collected before rucaparib treatment from patients in the multicenter, single-arm ARIEL2 (Study of Rucaparib in Patients With Platinum-Sensitive, Relapsed, High-Grade Epithelial Ovarian, Fallopian Tube, or Primary Peritoneal Cancer) (n = 491; between October 30, 2013, and August 9, 2016) and the multicenter, placebo-controlled, double-blind ARIEL3 (Study of Rucaparib as Switch Maintenance Following Platinum-Based Chemotherapy in Patients With Platinum-Sensitive, High-Grade Serous or Endometrioid Epithelial Ovarian, Primary Peritoneal or Fallopian Tube Cancer) (n = 561; between April 7, 2014, and July 19, 2016), which tested rucaparib as HGOC therapy in the treatment and maintenance settings, respectively. The follow-up data cutoff date was September 1, 2019. Of 1052 patients in ARIEL2 and ARIEL3, PBC samples from 20 patients who developed t-MNs (cases) and 44 randomly selected patients who did not (controls) were analyzed for the presence of CHIP variants using targeted next-generation sequencing. Additional longitudinal analysis was performed on available ARIEL2 samples collected during treatment and at the end of treatment. MAIN OUTCOMES AND MEASURES Enrichment analysis of preexisting variants in 10 predefined CHIP-associated genes in cases relative to controls; association with clinical correlates. RESULTS Among 1052 patients (mean [SE] age, 61.7 [0.3] years) enrolled and dosed in ARIEL2 and ARIEL3, 22 (2.1%) developed t-MNs. The t-MNs were associated with longer overall exposure to prior platinum therapies (13.2 vs 9.0 months in ARIEL2, P = .04; 12.4 vs 9.6 months in ARIEL3, P = .003). The presence of homologous recombination repair gene variants in the tumor, either germline or somatic, was associated with increased prevalence of t-MNs (15 [4.1%] of 369 patients with HGOC associated with an HRR gene variant vs 7 [1.0%] of 683 patients with wild-type HGOC, P = .002). The prevalence of preexisting CHIP variants in TP53 but not other CHIP-associated genes at a variant allele frequency of 1% or greater was significantly higher in PBCs from cases vs controls (9 [45.0%] of 20 cases vs 6 [13.6%] of 44 controls, P = .009). TP53 CHIP was associated with longer prior exposure to platinum (mean 14.0 months of 15 TP53 CHIP cases vs 11.1 months of 49 non-TP53 CHIP cases; P = .02). Longitudinal analysis showed that preexisting TP53 CHIP variants expanded in patients who developed t-MNs. CONCLUSIONS AND RELEVANCE The findings of this genetic association study suggest that preexisting TP53 CHIP variants may be associated with t-MNs after rucaparib treatment.
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Characterization of patients with long-term responses to rucaparib treatment in recurrent ovarian cancer. Gynecol Oncol 2021; 163:490-497. [PMID: 34602290 DOI: 10.1016/j.ygyno.2021.08.030] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 08/26/2021] [Accepted: 08/30/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To describe molecular and clinical characteristics of patients with high-grade recurrent ovarian carcinoma (HGOC) who had long-term responses to the poly(ADP-ribose) polymerase (PARP) inhibitor rucaparib. METHODS This post hoc analysis pooled patients from Study 10 (NCT01482715; Parts 2A and 2B; n = 54) and ARIEL2 (NCT01891344; Parts 1 and 2; n = 491). Patients with investigator-assessed complete or partial response per RECIST were classified based on duration of response (DOR): long (≥1 year), intermediate (6 months to <1 year), or short (<6 months). Next-generation sequencing was used to detect deleterious mutations and loss of heterozygosity (LOH) in tumors. RESULTS Overall, 25.3% (138/545) of enrolled patients were responders. Of these, 27.5% (38/138) had long-term responses; 28.3% (39/138) were intermediate- and 34.8% (48/138) were short-term responders. Most of the long-term responders harbored a BRCA1 or BRCA2 (BRCA) mutation (71.1%, 27/38), and BRCA structural variants were most frequent among long-term responders (14.8%; 4/27). Responders with HGOC harboring a BRCA structural variant (n = 5) had significantly longer DOR than patients with other mutation types (n = 81; median not reached vs 0.62 years; HR, 0.21; 95% CI, 0.10-0.43; unadjusted p = 0.014). Among responders with BRCA wild-type HGOC, most long- and intermediate-term responders had high genome-wide LOH: 81.8% (9/11) and 76.9% (10/13), respectively, including 7 with deleterious RAD51C, RAD51D, or CDK12 mutations. CONCLUSION Among patients who responded to rucaparib, a substantial proportion achieved responses lasting ≥1 year. These analyses demonstrate the relationship between DOR to PARP inhibitor treatment and molecular characteristics in HGOC, such as presence of reversion-resistant BRCA structural variants.
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ATHENA (GOG-3020/ENGOT-ov45): a randomized, phase III trial to evaluate rucaparib as monotherapy (ATHENA-MONO) and rucaparib in combination with nivolumab (ATHENA-COMBO) as maintenance treatment following frontline platinum-based chemotherapy in ovarian cancer. Int J Gynecol Cancer 2021; 31:1589-1594. [PMID: 34593565 PMCID: PMC8666815 DOI: 10.1136/ijgc-2021-002933] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2021] [Indexed: 12/30/2022] Open
Abstract
Background The optimal treatment strategy for women with newly diagnosed ovarian cancer has yet to be determined. Poly(ADP-ribose) polymerase (PARP) inhibitors have demonstrated substantial improvement in progression-free survival as monotherapy maintenance treatment in the frontline setting versus active surveillance. Furthermore, preclinical and early clinical studies have shown that PARP inhibitors and immune checkpoint inhibitors have synergistic antitumor activity and may provide an additional therapeutic option for patients in this population. Primary Objectives In women with newly diagnosed ovarian, fallopian tube, or peritoneal cancer, we wish to assess the efficacy of frontline maintenance treatment with the PARP inhibitor rucaparib versus placebo following response to platinum-based chemotherapy (ATHENA–MONO), and to assess the combination of rucaparib plus nivolumab (a programmed death receptor 1 (PD-1)–blocking monoclonal antibody) versus rucaparib alone (ATHENA–COMBO). Study Hypothesis (1) Maintenance therapy with rucaparib monotherapy may extend progression-free survival following standard treatment for ovarian cancer in the frontline setting. (2) The combination of nivolumab plus rucaparib may extend progression-free survival following standard treatment for ovarian cancer in the frontline setting compared with rucaparib alone. Trial Design ATHENA is an international, randomized, double-blind, phase III trial consisting of two independent comparisons (ATHENA–MONO and ATHENA–COMBO) in patients with newly diagnosed platinum-sensitive ovarian cancer. Patients are randomized 4:4:1:1 to the following: oral rucaparib+ intravenous nivolumab (arm A); oral rucaparib + intravenous placebo (arm B); oral placebo+ intravenous nivolumab (arm C); and oral placebo + intravenous placebo (arm D). The starting dose of rucaparib is 600 mg orally twice a day and nivolumab 480 mg intravenously every 4 weeks. ATHENA–MONO compares arm B with arm D to evaluate rucaparib monotherapy versus placebo, and ATHENA–COMBO evaluates arm A versus arm B to investigate the effects of rucaparib and nivolumab in combination versus rucaparib monotherapy. ATHENA–MONO and ATHENA–COMBO share a common treatment arm (arm B) but each comparison is independently powered. Major Inclusion/Exclusion Criteria Patients ≥18 years of age with newly diagnosed advanced, high-grade epithelial ovarian, primary peritoneal, or fallopian tube cancer who have achieved a response after completion of cytoreductive surgery and initial platinum-based chemotherapy are enrolled. No other prior treatment for ovarian cancer, other than the frontline platinum regimen, is permitted. Primary Endpoint The primary endpoint is investigator-assessed progression-free survival by Response Evaluation Criteria in Solid Tumors v1.1. Sample Size Approximately 1000 patients have been enrolled and randomized. Estimated Dates for Completing Accrual and Presenting Results The trial completed accrual in 2020. While dependent on event rates, primary results of ATHENA–MONO are anticipated in early 2022 and results of ATHENA–COMBO are anticipated to mature at a later date. Trial Registration This trial is registered at clinicaltrials.gov (NCT03522246).
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Characterization of a RAD51C-silenced high-grade serous ovarian cancer model during development of PARP inhibitor resistance. NAR Cancer 2021; 3:zcab028. [PMID: 34316715 PMCID: PMC8271218 DOI: 10.1093/narcan/zcab028] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 05/28/2021] [Accepted: 06/22/2021] [Indexed: 12/13/2022] Open
Abstract
Acquired PARP inhibitor (PARPi) resistance in BRCA1- or BRCA2-mutant ovarian cancer often results from secondary mutations that restore expression of functional protein. RAD51C is a less commonly studied ovarian cancer susceptibility gene whose promoter is sometimes methylated, leading to homologous recombination (HR) deficiency and PARPi sensitivity. For this study, the PARPi-sensitive patient-derived ovarian cancer xenograft PH039, which lacks HR gene mutations but harbors RAD51C promoter methylation, was selected for PARPi resistance by cyclical niraparib treatment in vivo. PH039 acquired PARPi resistance by the third treatment cycle and grew through subsequent treatment with either niraparib or rucaparib. Transcriptional profiling throughout the course of resistance development showed widespread pathway level changes along with a marked increase in RAD51C mRNA, which reflected loss of RAD51C promoter methylation. Analysis of ovarian cancer samples from the ARIEL2 Part 1 clinical trial of rucaparib monotherapy likewise indicated an association between loss of RAD51C methylation prior to on-study biopsy and limited response. Interestingly, the PARPi resistant PH039 model remained platinum sensitive. Collectively, these results not only indicate that PARPi treatment pressure can reverse RAD51C methylation and restore RAD51C expression, but also provide a model for studying the clinical observation that PARPi and platinum sensitivity are sometimes dissociated.
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Population exposure-efficacy and exposure-safety analyses for rucaparib in patients with recurrent ovarian carcinoma from Study 10 and ARIEL2. Gynecol Oncol 2021; 161:668-675. [PMID: 33752918 PMCID: PMC9535637 DOI: 10.1016/j.ygyno.2021.03.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 03/09/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate correlations between rucaparib exposure and selected efficacy and safety endpoints in patients with recurrent ovarian carcinoma using pooled data from Study 10 and ARIEL2. METHODS Efficacy analyses were limited to patients with carcinomas harboring a deleterious BRCA1 or BRCA2 mutation who had received ≥2 prior lines of chemotherapy. Safety was evaluated in all patients who received ≥1 rucaparib dose. Steady-state daily area under the concentration-time curve (AUCss) and maximum concentration (Cmax,ss) for rucaparib were calculated for each patient and averaged by actual dose received over time (AUCavg,ss and Cmax,avg,ss) using a previously developed population pharmacokinetic model. RESULTS Rucaparib exposure was dose-proportional and not associated with baseline patient weight. In the exposure-efficacy analyses (n = 121), AUCavg,ss was positively associated with independent radiology review-assessed RECIST response in the subgroup of patients with platinum-sensitive recurrent disease (n = 75, p = 0.017). In the exposure-safety analyses (n = 393, 40 mg once daily to 840 mg twice daily [BID] starting doses), most patients received a 600 mg BID rucaparib starting dose, with 27% and 21% receiving 1 or ≥2 dose reductions, respectively. Cmax,ss was significantly correlated with grade ≥2 serum creatinine increase, grade ≥3 alanine transaminase/aspartate transaminase increase, platelet decrease, fatigue/asthenia, and maximal hemoglobin decrease (p < 0.05). CONCLUSION The exposure-response analyses provide support for the approved starting dose of rucaparib 600 mg BID for maximum clinical benefit with subsequent dose modification only following the occurrence of a treatment-emergent adverse event in patients with BRCA-mutated recurrent ovarian carcinoma.
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Phase 1b/2 SEASTAR trial: Safety, pharmacokinetics, and preliminary efficacy of the poly(ADP)-ribose polymerase (PARP) inhibitor rucaparib and angiogenesis inhibitor lucitanib in patients with advanced solid tumors. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3102 Background: Lucitanib is an oral, potent tyrosine kinase inhibitor that selectively inhibits VEGFR1–3, PDGFRα/β, and FGFR1–3. In preclinical studies, antitumor activity of rucaparib is enhanced by lucitanib through antiproliferative, antiangiogenic, and immunological mechanisms. We hypothesize that combining lucitanib and rucaparib is tolerable and can induce a higher hypoxic state and homologous recombination repair deficiency that may lead to greater sensitivity to PARP inhibition. Methods: Patients with advanced solid tumors who had ≥1 prior line of therapy were eligible. Patients with BRCA1/2-mutated ovarian cancer must have received prior PARP inhibitor. Rucaparib and lucitanib were escalated using a 3+3 phase 1b dose-escalation design from starting doses of 300 mg BID and 4 mg QD, respectively. Dose-limiting toxicities (DLTs) were assessed during the first 28 days of treatment. Plasma samples were collected for pharmacokinetic analyses. Genomic alterations were identified by local testing, or through central testing of plasma or tumor tissue. Results: As of February 1, 2021, 16 patients were treated with rucaparib + lucitanib and included in the analyses (Table). Patients had a median of 4 prior therapies; 1 patient had prior PARP inhibitor (olaparib) treatment. Median time on treatment was 58.5 days, with 2 patients ongoing as of the data cutoff date. A DLT of grade 3 proteinuria was seen in Cohort 1; no other DLTs have been reported. Across all cohorts, the most common any-grade treatment-emergent adverse events were nausea (n=9; grade ≥3, n=1), hypertension (n=8; grade ≥3, n=2) and ALT/AST increased (n=7; grade ≥3, n=3). Initial pharmacokinetic data indicated no drug interactions between the 2 agents. To date, 1 patient in Cohort 1 with PALB2-mutated advanced endometrial cancer had a confirmed partial response per RECIST v1.1, lasting 30 weeks; 6 patients had RECIST v1.1 stable disease (SD), including 1 patient each in Cohorts 1 and 3 with SD for ≥16 weeks. In addition, 1 patient in Cohort 2 with BRCA2-mutated castration-resistant prostate cancer continued to receive treatment despite initial progressing bone metastases, resulting in a prostate-specific antigen response (≥50% change) lasting 16 weeks and a best change in sum of target lesions of −46.3%. Conclusions: Initial findings suggest that rucaparib + lucitanib has an acceptable safety profile. The safety and efficacy of the combination are being further evaluated. Clinical trial information: NCT03992131. [Table: see text]
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Molecular and clinical determinants of response and resistance to rucaparib for recurrent ovarian cancer treatment in ARIEL2 (Parts 1 and 2). Nat Commun 2021; 12:2487. [PMID: 33941784 PMCID: PMC8093258 DOI: 10.1038/s41467-021-22582-6] [Citation(s) in RCA: 101] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/16/2021] [Indexed: 12/13/2022] Open
Abstract
ARIEL2 (NCT01891344) is a single-arm, open-label phase 2 study of the PARP inhibitor (PARPi) rucaparib in relapsed high-grade ovarian carcinoma. In this post hoc exploratory biomarker analysis of pre- and post-platinum ARIEL2 samples, RAD51C and RAD51D mutations and high-level BRCA1 promoter methylation predict response to rucaparib, similar to BRCA1/BRCA2 mutations. BRCA1 methylation loss may be a major cross-resistance mechanism to platinum and PARPi. Genomic scars associated with homologous recombination deficiency are irreversible, persisting even as platinum resistance develops, and therefore are predictive of rucaparib response only in platinum-sensitive disease. The RAS, AKT, and cell cycle pathways may be additional modulators of PARPi sensitivity.
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Characterization of patients (pts) with long-term responses to rucaparib in recurrent ovarian cancer (OC). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.6015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6015 Background: Pts who derive durable benefit from PARP inhibitor treatment may provide insights into improving outcomes. Here we describe long-term responders from Study 10 (NCT01482715) and ARIEL2 (NCT01891344), studies of the PARP inhibitor rucaparib for the treatment of high-grade recurrent OC. Methods: This analysis included pts enrolled in Study 10 (Part 2A: BRCA1 or BRCA2 [ BRCA]-mutant OC, platinum sensitive, 2–4 prior chemotherapies; Part 2B: any platinum status, 3–4 prior chemotherapies) and ARIEL2 (Part 1: BRCA-mutant or wild-type OC, platinum sensitive; Part 2: any platinum status, 3–4 prior chemotherapies). Final results from Study 10 (n = 54) and ARIEL2 (n = 491) were pooled. Long-term responders were defined as pts with duration of response (DOR) > 1 y, and short-term responders as pts with DOR ≤ 20 weeks; responses were evaluated using RECIST. Targeted next-generation sequencing was used to detect deleterious mutations and loss of heterozygosity (LOH) in tumors. BRCA1 methylation was quantified by digital droplet PCR. Results: Overall, 25% (138/545) of enrolled pts were responders. Of these, 29% (40/138) had long-term responses, including 16/138 (12%) with DOR > 2 y; 21% (29/138) were short-term responders. Both groups received a median of 3 prior anticancer therapies. Among patients with BRCA mutations, BRCA homozygous deletion or rearrangement was detected in 15% (4/27) of long-term responders vs 0% (0/15) of short-term responders. In an expanded analysis of the 95 pts with BRCA mutations and confirmed response, pts with BRCA homozygous deletion or rearrangement had significantly longer DOR than pts with other mutation types (median 3.5 vs 0.6 y; HR = 0.30; p = 0.024). There was no apparent difference in BRCA gene or mutation location for long- vs short-term responders. Ten of the 13 long-term responders with BRCA wild-type OC had high genome-wide LOH (≥16% LOH), a genomic scar indicative of homologous recombination deficiency, including OC associated with BRCA1 hypermethylation (n = 2) and RAD51C/D mutations (n = 2). Conclusions: Long-term responders to rucaparib include OC with BRCA mutation, particularly homozygous deletion or rearrangements, which would not be susceptible to somatic reversion mutations, as well as BRCA1 hypermethylation, and RAD51C/D mutations. Clinical trial information: NCT01482715; NCT01891344.
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Abstract GMM-048: CTDNA RESPONSE TO THE PARP INHIBITOR RUCAPARIB PREDICTS PROGRESSION-FREE SURVIVAL AND BEST OVERALL RESPONSE ON THE ARIEL2 TRIAL. Clin Cancer Res 2019. [DOI: 10.1158/1557-3265.ovcasymp18-gmm-048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
BACKGROUND: High grade serous ovarian carcinoma (HGSOC) is characterized by ubiquitous TP53 mutation and has the highest genomic complexity of all epithelial neoplasms. Sensitivity to PARP inhibitor therapy is strongly associated with homologous recombination deficiency (HRD). Genomic biomarkers of HRD such as genome-wide loss of heterozygosity (LOH) scores predict HRD and response to rucaparib. We hypothesized that functional testing of response during PARP inhibitor treatment using changes in circulating tumour DNA (ctDNA) could improve prediction of patient outcome. We tested whether the change in ctDNA TP53 mutant allele fraction (MAF) after one cycle of rucaparib treatment was predictive of progression free survival (PFS) and response in patients from the phase 2 ARIEL2 trial in women with platinum-sensitive recurrent high grade ovarian cancer (NCT01891344).
METHODS: We analyzed serial plasma samples (n = 636) from 142 HGSOC patients during screening, on day 1 of each treatment cycle, and at the end of rucaparib treatment. Targeted amplicon deep sequencing (TADS) of TP53 was performed on DNA extracted from plasma (median depth 6916×). Somatic TP53 mutation and loss of heterozygosity score (LOH) were available from archival and biopsy specimens. Statistical analyses were pre-specified and ctDNA analysis was carried out blinded to visit and response data. TP53 MAF changes after one cycle of treatment were compared with PFS and best overall response assessed by RECIST v1.1 and GCIG CA-125 criteria. Optimal cut points for ctDNA response were determined using a cross-validation analysis. In cases with >1 TP53 mutation, response assessment was performed using the mutation with highest MAF.
RESULTS: We detected TP53 mutations in plasma from 134 patients; all cases were concordant between tumour and plasma except for one patient (present in plasma but not tumour). In 18 patients (13%), 2 or more TP53 mutations were detected in ctDNA. The median TP53 MAF prior to cycle 1 was 2.6% (IQR 0.3–8.6). Reduction of >70% of TP53 MAF in ctDNA between cycle 1 and 2 was significantly predictive of improved PFS (n = 97; HR = 0.53, 95% CI 0.34-0.85, p = 0.008, median 273 vs 158 days, sensitivity 76%, specificity 62%) and best overall response (n = 97; OR = 7.04, 95% CI 2.69–21.06, p < 0.001). Combining ctDNA and LOH scores did not improve prediction of response.
CONCLUSIONS
Response measured by >70% fall in TP53 ctDNA between pre-cycle 1 and pre-cycle 2 of rucaparib therapy was significantly associated with best overall response and improved PFS. Similar findings were observed in a retrospective study of recurrent HGSOC treated with standard of care chemotherapy. The pathological or genomic factors causing multiple TP53 mutations in ctDNA are unknown.
The association between early fall in ctDNA and validated RECIST and CA-125 response markers provides strong evidence that ctDNA may have utility for detecting early response to targeted therapy. Further analyses in randomized studies should be performed to confirm that ctDNA response has strong predictive value.
Citation Format: Anna Piskorz, David Robertson, Kevin K. Lin, James Morris, Elaina Mann, Amit Oza, Robert L. Coleman, David M. O'Malley, Michael Friedlander, Janiel M. Cragun, Ling Ma, Heidi Giordano, Iain A. McNeish, Elizabeth Swisher, James Wason, James D. Brenton. CTDNA RESPONSE TO THE PARP INHIBITOR RUCAPARIB PREDICTS PROGRESSION-FREE SURVIVAL AND BEST OVERALL RESPONSE ON THE ARIEL2 TRIAL [abstract]. In: Proceedings of the 12th Biennial Ovarian Cancer Research Symposium; Sep 13-15, 2018; Seattle, WA. Philadelphia (PA): AACR; Clin Cancer Res 2019;25(22 Suppl):Abstract nr GMM-048.
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A Quantitative Chemotherapy Genetic Interaction Map Reveals Factors Associated with PARP Inhibitor Resistance. Cell Rep 2019; 23:918-929. [PMID: 29669295 PMCID: PMC5935461 DOI: 10.1016/j.celrep.2018.03.093] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 02/07/2018] [Accepted: 03/20/2018] [Indexed: 12/20/2022] Open
Abstract
Chemotherapy is used to treat most cancer patients, yet our understanding of factors that dictate response and resistance to such drugs remains limited. We report the generation of a quantitative chemical-genetic interaction map in human mammary epithelial cells charting the impact of the knockdown of 625 genes related to cancer and DNA repair on sensitivity to 29 drugs, covering all classes of chemotherapy. This quantitative map is predictive of interactions maintained in other cell lines, identifies DNA-repair factors, predicts cancer cell line responses to therapy, and prioritizes synergistic drug combinations. We identify that ARID1A loss confers resistance to PARP inhibitors in cells and ovarian cancer patients and that loss of GPBP1 causes resistance to cisplatin and PARP inhibitors through the regulation of genes involved in homologous recombination. This map helps navigate patient genomic data and optimize chemotherapeutic regimens by delineating factors involved in the response to specific types of DNA damage.
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BRCA Reversion Mutations in Circulating Tumor DNA Predict Primary and Acquired Resistance to the PARP Inhibitor Rucaparib in High-Grade Ovarian Carcinoma. Cancer Discov 2019; 9:210-219. [PMID: 30425037 DOI: 10.1158/2159-8290.cd-18-0715] [Citation(s) in RCA: 243] [Impact Index Per Article: 48.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 10/16/2018] [Accepted: 11/05/2018] [Indexed: 12/23/2022]
Abstract
A key resistance mechanism to platinum-based chemotherapies and PARP inhibitors in BRCA-mutant cancers is the acquisition of BRCA reversion mutations that restore protein function. To estimate the prevalence of BRCA reversion mutations in high-grade ovarian carcinoma (HGOC), we performed targeted next-generation sequencing of circulating cell-free DNA (cfDNA) extracted from pretreatment and postprogression plasma in patients with deleterious germline or somatic BRCA mutations treated with the PARP inhibitor rucaparib. BRCA reversion mutations were identified in pretreatment cfDNA from 18% (2/11) of platinum-refractory and 13% (5/38) of platinum-resistant cancers, compared with 2% (1/48) of platinum-sensitive cancers (P = 0.049). Patients without BRCA reversion mutations detected in pretreatment cfDNA had significantly longer rucaparib progression-free survival than those with reversion mutations (median, 9.0 vs. 1.8 months; HR, 0.12; P < 0.0001). To study acquired resistance, we sequenced 78 postprogression cfDNA, identifying eight additional patients with BRCA reversion mutations not found in pretreatment cfDNA. SIGNIFICANCE: BRCA reversion mutations are detected in cfDNA from platinum-resistant or platinum-refractory HGOC and are associated with decreased clinical benefit from rucaparib treatment. Sequencing of cfDNA can detect multiple BRCA reversion mutations, highlighting the ability to capture multiclonal heterogeneity.This article is highlighted in the In This Issue feature, p. 151.
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BRCA Reversion Mutations in Circulating Tumor DNA Predict Primary and Acquired Resistance to the PARP Inhibitor Rucaparib in High-Grade Ovarian Carcinoma. Cancer Discov 2018. [PMID: 30425037 DOI: 10.1158/2159-8290.cd-18-0715] [] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A key resistance mechanism to platinum-based chemotherapies and PARP inhibitors in BRCA-mutant cancers is the acquisition of BRCA reversion mutations that restore protein function. To estimate the prevalence of BRCA reversion mutations in high-grade ovarian carcinoma (HGOC), we performed targeted next-generation sequencing of circulating cell-free DNA (cfDNA) extracted from pretreatment and postprogression plasma in patients with deleterious germline or somatic BRCA mutations treated with the PARP inhibitor rucaparib. BRCA reversion mutations were identified in pretreatment cfDNA from 18% (2/11) of platinum-refractory and 13% (5/38) of platinum-resistant cancers, compared with 2% (1/48) of platinum-sensitive cancers (P = 0.049). Patients without BRCA reversion mutations detected in pretreatment cfDNA had significantly longer rucaparib progression-free survival than those with reversion mutations (median, 9.0 vs. 1.8 months; HR, 0.12; P < 0.0001). To study acquired resistance, we sequenced 78 postprogression cfDNA, identifying eight additional patients with BRCA reversion mutations not found in pretreatment cfDNA. SIGNIFICANCE: BRCA reversion mutations are detected in cfDNA from platinum-resistant or platinum-refractory HGOC and are associated with decreased clinical benefit from rucaparib treatment. Sequencing of cfDNA can detect multiple BRCA reversion mutations, highlighting the ability to capture multiclonal heterogeneity.This article is highlighted in the In This Issue feature, p. 151.
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Methylation of all BRCA1 copies predicts response to the PARP inhibitor rucaparib in ovarian carcinoma. Nat Commun 2018; 9:3970. [PMID: 30266954 PMCID: PMC6162272 DOI: 10.1038/s41467-018-05564-z] [Citation(s) in RCA: 172] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Accepted: 06/25/2018] [Indexed: 01/17/2023] Open
Abstract
Accurately identifying patients with high-grade serous ovarian carcinoma (HGSOC) who respond to poly(ADP-ribose) polymerase inhibitor (PARPi) therapy is of great clinical importance. Here we show that quantitative BRCA1 methylation analysis provides new insight into PARPi response in preclinical models and ovarian cancer patients. The response of 12 HGSOC patient-derived xenografts (PDX) to the PARPi rucaparib was assessed, with variable dose-dependent responses observed in chemo-naive BRCA1/2-mutated PDX, and no responses in PDX lacking DNA repair pathway defects. Among BRCA1-methylated PDX, silencing of all BRCA1 copies predicts rucaparib response, whilst heterozygous methylation is associated with resistance. Analysis of 21 BRCA1-methylated platinum-sensitive recurrent HGSOC (ARIEL2 Part 1 trial) confirmed that homozygous or hemizygous BRCA1 methylation predicts rucaparib clinical response, and that methylation loss can occur after exposure to chemotherapy. Accordingly, quantitative BRCA1 methylation analysis in a pre-treatment biopsy could allow identification of patients most likely to benefit, and facilitate tailoring of PARPi therapy.
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Abstract 1716: The PARP inhibitor rucaparib activates the STING pathway and enhances antitumor responses of immune checkpoint inhibitors in BRCA deficient syngeneic models. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-1716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The poly(ADP ribose) polymerase (PARP) inhibitor rucaparib effectively kills homologous recombination (HR) deficient cells through impeding DNA repair that leads to DNA damage, apoptosis, and cell death. Detection of cytosolic DNA by the stimulator of interferon genes (STING) pathway mediates type I interferon (IFN) production and activates the immune system. Following rucaparib treatment, the accumulation of damaged DNA in HR impaired tumors may elicit an immune response through STING signaling, and enhance rucaparib activity as a single agent or in combination with immune checkpoint blockade. To test this hypothesis, rucaparib efficacy and mechanism of action were evaluated using BRCA deficient syngeneic ovarian tumor models.
Results: Single agent rucaparib showed potent antitumor activity in the BRCAmut BrKras and ID8B3.15 models. In the BrKras model, rucaparib treatment resulted in complete regression and prevented tumor formation upon re-challenge. However, this efficacy was abolished with anti-CD8 but not anti-CD4 depletion. CD8 tumor infiltrating lymphocytes (TILs) but not CD4 TILs increased with rucaparib exposure, and expression profiling of rucaparib treated tumors showed activation of the type I IFN pathway. In vitro PCR assays identified several targets that were upregulated upon rucaparib treatment including Ccl5 and Cxcl10. Notably, increased Ccl5 and Cxcl10 levels were observed in BRCAmut cells but not in BRCAwt cells, and knockdown of the STING pathway genes MB21D1, IRF3, TBK1, and STING (TMEM173) abrogated rucaparib induction of Ccl5 and Cxcl10. Furthermore, rucaparib showed transcriptional activation of IFN type I signaling in BRCAmut reporter cells expressing the IFN stimulated response element consensus sequence driving luciferase expression, but required 6-fold higher concentrations in BRCAwt reporter cells. Similarly, a 10-fold higher rucaparib dose was needed to inhibit proliferation of BRCAwt cells compared to BRCAmut cells in a cell viability assay. Consistent with the in vitro results, rucaparib combined with anti-programmed death 1 or anti-programmed death ligand 1 therapy improved the survival and augmented antitumor responses in BRCA deficient syngeneic tumor models.
Conclusions: Rucaparib treatment in HR deficient cells, and at a higher concentration in HR proficient cells, triggers type I IFN signaling through the STING pathway, which participates in the single agent efficacy of rucaparib and enhances the combination of rucaparib and checkpoint inhibitors in syngeneic models. These findings provide further evidence supporting the rationale for combining rucaparib with checkpoint therapy for the treatment of patients with HR defective cancers.
Citation Format: Minh Nguyen, Liliane Robillard, Kevin K. Lin, Thomas C. Harding, Andrew D. Simmons. The PARP inhibitor rucaparib activates the STING pathway and enhances antitumor responses of immune checkpoint inhibitors in BRCA deficient syngeneic models [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1716.
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Abstract 5885: Loss of RAD51C promoter hypermethylation confers PARP inhibitor resistance. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Acquired PARP inhibitor (PARPi) resistance in high-grade serous ovarian cancer (HGSOC) as a result of restored homologous recombination has been observed following secondary mutations that restore full-length protein in BRCA1, BRCA2, RAD51C, and RAD51D. Additionally, loss of BRCA1 methylation has also been shown to confer resistance. However, little is known about the role of RAD51C methylation in acquired PARPi resistance. In ARIEL2 Part 1, a phase 2 study of the PARPi rucaparib in ovarian carcinoma, four (2%) tumors demonstrated RAD51C methylation. The present study utilizes HGSOC patient derived xenografts (PDXs) and recurrent samples from ARIEL2 to assess the role of RAD51C methylation in the development of PARPi resistance.
Methods: To drive PARPi resistance, PDX039, an extremely PARPi-sensitive model lacking demonstrable mutations in DNA repair genes, was treated cyclically with niraparib (100 mg/kg) for 21 days, after which the tumor was allowed to regrow and re-established in new mice for the next treatment round. To evaluate the frequency of methylation change, RAD51C methylation was analyzed in 12 rucaparib-treated mice (300 or 450 mg/kg) harboring PDX183, a PARPi-sensitive model without mutations in DNA repair genes. Global changes in gene expression following development of PARPi resistance were assessed by RNA sequencing. RAD51C promoter methylation was evaluated by bisulfite sequencing. Subsequent functional analysis included qRT-PCR, IHC, and western blot. DNA damage response pathways are being evaluated by immunofluorescence ex vivo following niraparib, rucaparib, or IR.
Results: PDX039 grew through PARPi treatment by the third and fourth cycle of therapy. RAD51C was the only DNA repair gene to show significant change in RNAseq analysis (log2 fold-change=8.43; p=2e-192), corresponding with a loss of RAD51C methylation. Moreover, after just one round of PARPi treatment, RAD51C methylation was lost in 1 of 12 PARPi-treated PDX183 xenografts. RAD51C methylation loss ultimately resulted in restoration of expression, for which functional analysis is ongoing. Analysis of patient samples is currently underway.
Conclusions: In HGSOC PDX models, RAD51C methylation affords PARPi sensitivity in the absence of DNA repair gene mutations. Treatment pressure with PARPi can reverse RAD51C methylation and restore RAD51C expression. Isolated changes in methylation of the RAD51C locus are sufficient to restore HR and convey PARPi resistance.
Citation Format: Rachel M. Hurley, Ksenija Nesic, Cordelia McGehee, Olga Kondrashova, Maria I. Harrell, Paula A. Schneider, Xiaonan Hou, Cristina Correia, Karen S. Flatten, Giada V. Zapparoli, Alexander Dobrovic, Kevin K. Lin, Thomas C. Harding, Andrea E. Wahner Hendrickson, Elizabeth M. Swisher, Matthew Wakefield, S. John Weroha, Clare L. Scott, Scott H. Kaufmann. Loss of RAD51C promoter hypermethylation confers PARP inhibitor resistance [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5885.
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Exploratory analysis of percentage of genomic loss of heterozygosity (LOH) in patients with platinum-sensitive recurrent ovarian carcinoma (rOC) in ARIEL3. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.5545] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Rucaparib Monotherapy in Patients With Pancreatic Cancer and a Known Deleterious BRCA Mutation. JCO Precis Oncol 2018; 2018. [PMID: 30051098 DOI: 10.1200/po.17.00316] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Purpose Pancreatic cancer has a poor prognosis and limited treatment options. Approximately 9% of pancreatic cancers harbor a germline or somatic BRCA1 or BRCA2 (BRCA1/2) mutation. Because poly (ADP-ribose) polymerase inhibitors have significant activity in BRCA1/2-mutant ovarian and breast cancers, RUCAPANC investigated the efficacy and safety of rucaparib in BRCA1/2-mutant pancreatic cancer. Patients and Methods RUCAPANC enrolled patients with measurable locally advanced/metastatic pancreatic cancer who had received one to two prior chemotherapy regimens. Patients received oral rucaparib (600 mg twice daily) until disease progression. The primary end point was objective response rate. Results Nineteen patients were enrolled. Sixteen of 19 BRCA1/2 mutations were germ-line; three were somatic. Patients had received a median of two prior chemotherapy regimens. Four patients achieved a response; two partial responses and one complete response (CR) were confirmed (objective response rate, 15.8%; 3 of 19), with an additional CR unconfirmed. The disease control rate (CR, partial response, or stable disease for ≥ 12 weeks) was 31.6% (6 of 19) in all patients and 44.4% (4 of 9) in those who had received one prior chemotherapy regimen. As prespecified in the protocol, enrollment was stopped because of an insufficient response rate among the first 15 patients. Treatment-emergent adverse events included nausea (63.2%) and anemia (47.4%). Grade ≥ 3 adverse events included anemia (31.6%), fatigue (15.8%), and ascites (15.8%). Secondary resistance mutations were detected in circulating free tumor DNA in two patients with a germline BRCA2 mutation. These mutations are predicted to lead to the reversion of a somatic-not germline-mutation. Conclusion Rucaparib provided clinical benefit to patients with advanced pancreatic cancer and a BRCA1/2 mutation, and demonstrated an acceptable safety profile. Additional trials of rucaparib in this population are warranted.
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Abstract LB-A12: Results from the phase 3 study ARIEL3: mutations in non- BRCA homologous recombination repair genes confer sensitivity to maintenance treatment with the PARP inhibitor rucaparib in patients with recurrent platinum-sensitive high-grade ovarian carcinoma. Mol Cancer Ther 2018. [DOI: 10.1158/1535-7163.targ-17-lb-a12] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: High-grade ovarian carcinomas (HGOC) with a mutation in BRCA1/2 or other core homologous recombination repair (HRR) genes are sensitive to treatment with the PARP inhibitor rucaparib. To study whether HRR gene mutations confer sensitivity to rucaparib in the maintenance setting, we performed next-generation sequencing (NGS) on carcinomas from a double-blind, placebo-controlled, phase 3 study of rucaparib in patients with HGOC following response to platinum-based chemotherapy (ARIEL3, NCT01968213). Materials and Methods: Archival ovarian carcinoma specimens were required for all 564 patients who were randomized in ARIEL3 and were sequenced using Foundation Medicine’s NGS-based assay to identify deleterious mutations in a prespecified list of HRR genes (BRCA1/2 and 28 non-BRCA HRR genes, including ATM, BARD1, BRIP1, CHEK2, RAD51C, RAD51D, RAD54L, and FANC family genes). Patients were randomized 2:1 to receive oral rucaparib 600 mg twice daily or placebo. The randomization was stratified by HRR gene mutation status (BRCA, non-BRCA HRR, no mutation in BRCA or HRR gene), progression-free interval of the penultimate platinum-based regimen, and best response to most recent platinum regimen. The primary endpoint for ARIEL3 was investigator-assessed progression-free survival (PFS) per RECIST v1.1. Exploratory analysis of confirmed response was conducted for the subgroup of patients with measurable disease at study entry. Results: Deleterious mutations in non-BRCA HRR genes were detected in ovarian carcinoma specimens from 7.6% (43/564) of randomized patients. In these patients, PFS was significantly longer with rucaparib than with placebo (hazard ratio [HR], 0.21; 95% confidence interval [CI], 0.09-0.50; P=0.0005), with a median PFS of 11.1 mo and 5.5 mo, respectively. This HR is similar to that found in women with carcinomas containing a BRCA1/2 mutation (0.23; 95% CI, 0.16-0.34). The most commonly found non-BRCA HRR gene mutations among the 28 patients in the rucaparib arm were RAD51C (n=6) and RAD51D (n=4) and among the 15 patients in the placebo arm were BRIP1 (n=5) and RAD51C (n=2). A diverse set of mutation types were detected, including frameshift insertions/deletions, homozygous deletions, and nonsense and splice site mutations. All 10 RAD51C/D mutations were homozygous within the carcinomas, indicating biallelic loss. Additionally, all RAD51C/D-mutant carcinomas exhibited high genomic loss of heterozygosity, which is a type of genomic scar characteristic of HRR deficiency. At the visit cutoff date (15 April 2017), only 2 of the 10 RAD51C/D cases in the rucaparib arm had disease progression; 7 had a PFS duration of at least 1 y (median PFS, 16.4 mo; range 5.4+ to 30.4+ mo). Three of the RAD51C/D cases were in the subgroup of patients who had measurable disease at baseline, and all achieved a confirmed response (1 complete response and 2 partial responses). In comparison, the 3 RAD51C/D cases in the placebo arm had a median PFS of 5.4 mo (range, 3.9 to 5.5 mo). Conclusions: Patients with recurrent platinum-sensitive HGOC harboring a deleterious mutation in non-BRCA HRR genes (including RAD51C/D) had significantly longer PFS with rucaparib maintenance treatment than with placebo.
Citation Format: David M. O'Malley, Robert L. Coleman, Amit M. Oza, Domenica Lorusso, Carol Aghajanian, Ana Oaknin, Andrew Dean, Nicoletta Colombo, Iain A. McNeish, Elizabeth M. Swisher, Clare L. Scott, Gottfried E. Konecny, Heidi Giordano, Terri Cameron, Lara Maloney, Sandra Goble, James Sun, Thomas C. Harding, Kevin K. Lin, Jonathan A. Ledermann. Results from the phase 3 study ARIEL3: mutations in non-BRCA homologous recombination repair genes confer sensitivity to maintenance treatment with the PARP inhibitor rucaparib in patients with recurrent platinum-sensitive high-grade ovarian carcinoma [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2017 Oct 26-30; Philadelphia, PA. Philadelphia (PA): AACR; Mol Cancer Ther 2018;17(1 Suppl):Abstract nr LB-A12.
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Antitumor activity and safety of the PARP inhibitor rucaparib in patients with high-grade ovarian carcinoma and a germline or somatic BRCA1 or BRCA2 mutation: Integrated analysis of data from Study 10 and ARIEL2. Gynecol Oncol 2017; 147:267-275. [PMID: 28882436 DOI: 10.1016/j.ygyno.2017.08.022] [Citation(s) in RCA: 204] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 08/15/2017] [Accepted: 08/20/2017] [Indexed: 01/20/2023]
Abstract
OBJECTIVE An integrated analysis was undertaken to characterize the antitumor activity and safety profile of the oral poly(ADP-ribose) polymerase inhibitor rucaparib in patients with relapsed high-grade ovarian carcinoma (HGOC). METHODS Eligible patients from Study 10 (NCT01482715) and ARIEL2 (NCT01891344) who received a starting dose of oral rucaparib 600mg twice daily (BID) with or without food were included in these analyses. The integrated efficacy population included patients with HGOC and a deleterious germline or somatic BRCA1 or BRCA2 (BRCA1/2) mutation who received at least two prior chemotherapies and were sensitive, resistant, or refractory to platinum-based chemotherapy. The primary endpoint was investigator-assessed confirmed objective response rate (ORR). Secondary endpoints included duration of response (DOR) and progression-free survival (PFS). The integrated safety population included patients with HGOC who received at least one dose of rucaparib 600mg BID, irrespective of BRCA1/2 mutation status and prior treatments. RESULTS In the efficacy population (n=106), ORR was 53.8% (95% confidence interval [CI], 43.8-63.5); 8.5% and 45.3% of patients achieved complete and partial responses, respectively. Median DOR was 9.2months (95% CI, 6.6-11.6). In the safety population (n=377), the most frequent treatment-emergent adverse events (AEs) were nausea, asthenia/fatigue, vomiting, and anemia/hemoglobin decreased. The most common grade ≥3 treatment-emergent AE was anemia/hemoglobin decreased. Treatment-emergent AEs led to treatment interruption, dose reduction, and treatment discontinuation in 58.6%, 45.9%, and 9.8% of patients, respectively. No treatment-related deaths occurred. CONCLUSIONS Rucaparib has antitumor activity in advanced BRCA1/2-mutated HGOC and a manageable safety profile.
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Rucaparib maintenance treatment for recurrent ovarian carcinoma after response to platinum therapy (ARIEL3): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 2017; 390:1949-1961. [PMID: 28916367 PMCID: PMC5901715 DOI: 10.1016/s0140-6736(17)32440-6] [Citation(s) in RCA: 1134] [Impact Index Per Article: 162.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 08/24/2017] [Accepted: 08/29/2017] [Indexed: 12/31/2022]
Abstract
BACKGROUND Rucaparib, a poly(ADP-ribose) polymerase inhibitor, has anticancer activity in recurrent ovarian carcinoma harbouring a BRCA mutation or high percentage of genome-wide loss of heterozygosity. In this trial we assessed rucaparib versus placebo after response to second-line or later platinum-based chemotherapy in patients with high-grade, recurrent, platinum-sensitive ovarian carcinoma. METHODS In this randomised, double-blind, placebo-controlled, phase 3 trial, we recruited patients from 87 hospitals and cancer centres across 11 countries. Eligible patients were aged 18 years or older, had a platinum-sensitive, high-grade serous or endometrioid ovarian, primary peritoneal, or fallopian tube carcinoma, had received at least two previous platinum-based chemotherapy regimens, had achieved complete or partial response to their last platinum-based regimen, had a cancer antigen 125 concentration of less than the upper limit of normal, had a performance status of 0-1, and had adequate organ function. Patients were ineligible if they had symptomatic or untreated central nervous system metastases, had received anticancer therapy 14 days or fewer before starting the study, or had received previous treatment with a poly(ADP-ribose) polymerase inhibitor. We randomly allocated patients 2:1 to receive oral rucaparib 600 mg twice daily or placebo in 28 day cycles using a computer-generated sequence (block size of six, stratified by homologous recombination repair gene mutation status, progression-free interval after the penultimate platinum-based regimen, and best response to the most recent platinum-based regimen). Patients, investigators, site staff, assessors, and the funder were masked to assignments. The primary outcome was investigator-assessed progression-free survival evaluated with use of an ordered step-down procedure for three nested cohorts: patients with BRCA mutations (carcinoma associated with deleterious germline or somatic BRCA mutations), patients with homologous recombination deficiencies (BRCA mutant or BRCA wild-type and high loss of heterozygosity), and the intention-to-treat population, assessed at screening and every 12 weeks thereafter. This trial is registered with ClinicalTrials.gov, number NCT01968213; enrolment is complete. FINDINGS Between April 7, 2014, and July 19, 2016, we randomly allocated 564 patients: 375 (66%) to rucaparib and 189 (34%) to placebo. Median progression-free survival in patients with a BRCA-mutant carcinoma was 16·6 months (95% CI 13·4-22·9; 130 [35%] patients) in the rucaparib group versus 5·4 months (3·4-6·7; 66 [35%] patients) in the placebo group (hazard ratio 0·23 [95% CI 0·16-0·34]; p<0·0001). In patients with a homologous recombination deficient carcinoma (236 [63%] vs 118 [62%]), it was 13·6 months (10·9-16·2) versus 5·4 months (5·1-5·6; 0·32 [0·24-0·42]; p<0·0001). In the intention-to-treat population, it was 10·8 months (8·3-11·4) versus 5·4 months (5·3-5·5; 0·36 [0·30-0·45]; p<0·0001). Treatment-emergent adverse events of grade 3 or higher in the safety population (372 [99%] patients in the rucaparib group vs 189 [100%] in the placebo group) were reported in 209 (56%) patients in the rucaparib group versus 28 (15%) in the placebo group, the most common of which were anaemia or decreased haemoglobin concentration (70 [19%] vs one [1%]) and increased alanine or aspartate aminotransferase concentration (39 [10%] vs none). INTERPRETATION Across all primary analysis groups, rucaparib significantly improved progression-free survival in patients with platinum-sensitive ovarian cancer who had achieved a response to platinum-based chemotherapy. ARIEL3 provides further evidence that use of a poly(ADP-ribose) polymerase inhibitor in the maintenance treatment setting versus placebo could be considered a new standard of care for women with platinum-sensitive ovarian cancer following a complete or partial response to second-line or later platinum-based chemotherapy. FUNDING Clovis Oncology.
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Secondary Somatic Mutations Restoring RAD51C and RAD51D Associated with Acquired Resistance to the PARP Inhibitor Rucaparib in High-Grade Ovarian Carcinoma. Cancer Discov 2017; 7:984-998. [PMID: 28588062 PMCID: PMC5612362 DOI: 10.1158/2159-8290.cd-17-0419] [Citation(s) in RCA: 278] [Impact Index Per Article: 39.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 06/01/2017] [Accepted: 06/02/2017] [Indexed: 11/16/2022]
Abstract
High-grade epithelial ovarian carcinomas containing mutated BRCA1 or BRCA2 (BRCA1/2) homologous recombination (HR) genes are sensitive to platinum-based chemotherapy and PARP inhibitors (PARPi), while restoration of HR function due to secondary mutations in BRCA1/2 has been recognized as an important resistance mechanism. We sequenced core HR pathway genes in 12 pairs of pretreatment and postprogression tumor biopsy samples collected from patients in ARIEL2 Part 1, a phase II study of the PARPi rucaparib as treatment for platinum-sensitive, relapsed ovarian carcinoma. In 6 of 12 pretreatment biopsies, a truncation mutation in BRCA1, RAD51C, or RAD51D was identified. In five of six paired postprogression biopsies, one or more secondary mutations restored the open reading frame. Four distinct secondary mutations and spatial heterogeneity were observed for RAD51CIn vitro complementation assays and a patient-derived xenograft, as well as predictive molecular modeling, confirmed that resistance to rucaparib was associated with secondary mutations.Significance: Analyses of primary and secondary mutations in RAD51C and RAD51D provide evidence for these primary mutations in conferring PARPi sensitivity and secondary mutations as a mechanism of acquired PARPi resistance. PARPi resistance due to secondary mutations underpins the need for early delivery of PARPi therapy and for combination strategies. Cancer Discov; 7(9); 984-98. ©2017 AACR.See related commentary by Domchek, p. 937See related article by Quigley et al., p. 999See related article by Goodall et al., p. 1006This article is highlighted in the In This Issue feature, p. 920.
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Abstract AP28: BRCA1 and RAD51C Promoter Hypermethylation Confer Sensitivity to PARP Inhibitors in Patients with Platinum Sensitive Ovarian Carcinoma. Clin Cancer Res 2017. [DOI: 10.1158/1557-3265.ovcasymp16-ap28] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Germline and somatic mutations in BRCA1 and BRCA2 (BRCA) confer PARP inhibitor sensitivity. Promoter hypermethylation is an alternate mechanism of gene down-regulation, and BRCA1 promoter methylation is relatively common in sporadic ovarian cancer. The clinical significance of BRCA1 methylation is less clear than for mutations, as the Cancer Genome Atlas (TCGA) and others have failed to show improved survival in ovarian carcinomas with BRCA1 methylation. No one has previously tested whether BRCA1 methylation confers in vivo sensitivity to PARP inhibitors in patients with ovarian cancer. ARIEL2 is a phase 2 study of the PARP inhibitor rucaparib in patients with recurrent platinum sensitive high-grade ovarian, peritoneal or fallopian tube carcinoma. At enrollment, ARIEL2 required pre-treatment tumor biopsies with the goal of developing tissue predictors of PARP inhibitor sensitivity other than BRCA mutations. The number of women with known germline mutations was capped at 15 patients in order to predominantly enroll BRCA wildtype cases. As presented at ASCO 2016, in cases with no BRCA mutations, a high fraction of genomic loss of heterozygosity (LOH) significantly predicted a better progression-free survival (the primary endpoint), longer duration of response, and a higher fraction of responders compared to cases with low LOH. We assessed BRCA1 and RAD51C promoter hypermethylation using methylation-sensitive polymerase chain reaction in paired archival and pre-treatment biopsies from patients on ARIEL2. Of 165 cases for which methylation analyses were completed, 21 (12.7%) were methylated at the BRCA1 promoter and four (2.4%) at the RAD51C promoter. Methylation of BRCA1 and RAD51C was mutually exclusive with mutation in BRCA or other homologous recombination genes. All four cases with RAD51C methylation and 15/19 (78.9%) with BRCA1 methylation were associated with high LOH. In 90 paired samples archival and pre-treatment tissues, RAD51C methylation was 100% concordant and BRCA1 methylation was highly concordant (p<0·001). For 13 cases with BRCA1 methylation in the archival specimen, 4 (30·8%) were unmethylated in the paired pretreatment tumor, but for 77 unmethylated archival specimens, gain of methylation in the pretreatment biopsy was observed just once. Confirmed RECIST responses were seen in 52.4% (11/21) BRCA1 methylated and 75.0% (3/4) RAD51C methylated cases. In conclusion, BRCA1 and RAD51C methylation in ovarian carcinomas correlates with a high response rate to PARP inhibitors. If methylation was to be used as a predictor of PARP inhibitor sensitivity, it would need to be assessed in a pre-treatment (not archival) specimen. The loss of BRCA1 methylation in recurrent ovarian carcinoma, which was common even in these platinum sensitive cases, could explain why BRCA1 methylation is associated with similar survival to methylated cases, despite initial improved therapeutic sensitivity.
Citation Format: Elizabeth Swisher, Maria Harrell, Kevin K. Lin, Clare Scott, Sandra Goble, Amit Oza, Robert L. Coleman, Gottfried Konecny, Anna V. Tinker, David M. O'Malley, Rebecca Kristeleit, Ling Ma, James Brenton, Katherine Bell-McGuinn, Ana Oaknin, Alexandra Leary, Elaina Mann, Heidi Giordano, Mitch Rapon, Iain McNeish, Scott H. Kaufmann. BRCA1 and RAD51C Promoter Hypermethylation Confer Sensitivity to PARP Inhibitors in Patients with Platinum Sensitive Ovarian Carcinoma [abstract]. In: Proceedings of the 11th Biennial Ovarian Cancer Research Symposium; Sep 12-13, 2016; Seattle, WA. Philadelphia (PA): AACR; Clin Cancer Res 2017;23(11 Suppl):Abstract nr AP28.
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Abstract AP27: FEASIBILITY OF MONITORING RESPONSE TO THE PARP INHIBITOR RUCAPARIB WITH TARGETED DEEP SEQUENCING OF CIRCULATING TUMOR DNA (CTDNA) IN WOMEN WITH HIGH GRADE OVARIAN CARCINOMA ON THE ARIEL2 TRIAL. Clin Cancer Res 2017. [DOI: 10.1158/1557-3265.ovcasymp16-ap27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
BACKGROUND: TP53 mutations are present in >97% cases of high-grade serous ovarian cancer (HGSOC). Detection of TP53 mutations in ctDNA extracted from plasma has the potential to monitor disease course and treatment response. We have developed targeted amplicon deep sequencing (TADS) to detect low frequency mutations throughout the TP53 gene in ctDNA. Rucaparib is a PARP inhibitor in development for treatment of tumors with HR pathway deficiency. We used TADS to assess TP53 mutant allele fraction (MAF) in ctDNA from patients in ARIEL2, a phase 2 study of rucaparib for treatment of relapsed high-grade ovarian cancer (NCT01891344).
MATERIAL AND METHODS: Plasma samples (n=65) from 18 patients were collected during screening, on day 1 of each cycle, and at the end of rucaparib treatment. DNA extracted from plasma underwent TADS of TP53 (median depth 6916×). FFPE tumor specimens were profiled using an NGS-based assay with a targeted gene panel including TP53. Investigator-assessed clinical response rates were evaluated by RECIST v1.1 and GCIG CA-125 criteria.
RESULTS: Concordant TP53 mutations were detected in tumor and ctDNA from plasma for all 18 patients. Median TP53 MAF at screening and cycle 1 day 1 was 5.1% (interquartile range: 1.1–17.5, n=16) and 3.8% (IQR: 0.68–10.3, n=16), respectively. Fourteen patients were evaluable for response measured by quantification of TP53 MAF between cycle 1 and 2 (missing sample: n=2; TP53 MAF <0.5%; n=2). 7/9 patients with >50% reduction of TP53 MAF in ctDNA at cycle 2 achieved a RECIST confirmed PR (see Table); this included 5/6 patients with either a germline or somatic mutation in BRCA1/BRCA2. No patients with <50% reduction at cycle 2 (n=5) achieved a RECIST response.
CONCLUSIONS: Noninvasive detection of TP53 mutations by TADS is feasible, using plasma samples collected from women with relapsed platinum-sensitive high-grade ovarian cancer participating in an international multicenter trial. Circulating tumor DNA is a promising biomarker for monitoring response to the PARP inhibitor rucaparib. We are now testing the pre-specified hypothesis that a >50% reduction in TP53 MAF between baseline and cycle 2 is predictive of response to rucaparib using 560 plasma samples from 139 ARIEL2 subjects. Updated results will be presented at the meeting.
Citation Format: Anna Piskorz, Kevin K. Lin, James Morris, Elaina Mann, Amit Oza, Robert L. Coleman, David M. O'Malley, Michael Friedlander, Janiel M. Cragun, Ling Ma, Heidi Giordano, Nitzan Rosenfeld, Mitch Raponi, Iain A. McNeish, Elizabeth Swisher, James D. Brenton. FEASIBILITY OF MONITORING RESPONSE TO THE PARP INHIBITOR RUCAPARIB WITH TARGETED DEEP SEQUENCING OF CIRCULATING TUMOR DNA (CTDNA) IN WOMEN WITH HIGH GRADE OVARIAN CARCINOMA ON THE ARIEL2 TRIAL [abstract]. In: Proceedings of the 11th Biennial Ovarian Cancer Research Symposium; Sep 12-13, 2016; Seattle, WA. Philadelphia (PA): AACR; Clin Cancer Res 2017;23(11 Suppl):Abstract nr AP27.
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Comprehensive genomic profiling (CGP) with loss of heterozygosity (LOH) to identify therapeutically relevant subsets of ovarian cancer (OC). J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.5512] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
5512 Background: Defective homologous recombination DNA repair (HRD) is associated with high grade serous (OC-S) histology, longer survival, and platinum (Pt) or PARP inhibitor (PARPi) sensitivity. HRD causes LOH, a pattern of allelic imbalance detectable by CGP. BRCAwt OC-S can have LOH and respond to PARPi, while non-serous (OC-NS) or difficult to classify (OC-NOS) OC are often less responsive to Pt-based therapy. Integrating multiple genomic features derived from CGP may define other therapeutically relevant subsets. Methods: DNA from FFPE tumor tissue obtained during clinical care for 4114 advanced OC was analyzed for all classes of genomic alterations (GA) by hybrid-capture, next-generation sequencing of up to 315 genes. Tumor subtype counts were OC-S, n = 2770; OC-NOS, n = 807; OC-NS, n = 537 (mucinous, clear cell, endometrioid, neuroendocrine, carcinosarcomas, and low grade serous). Algorithms evaluated microsatellite instability (MSI), tumor mutation burden (TMB; TMB-H ≥ 10 muts/Mb), and LOH (LOH-H ≥ 14, LOH-L < 14). Results: 706/4114 (17.2%) OC had ≥1 deleterious BRCA GA, OC-S (18.7%) more so than OC-NS (4.4%). Median LOH score for OC-S was significantly higher than OC-NS (12.8 vs. 5.8, p < 0.05). BRCAmut OC-S and OC-NS were similarly LOH-H (86% and 75%), unlike BRCAwt OC-S (38.4%) or OC-NS (18%). Regardless of LOH, similar co-occurrence of MYC (26.9%) and/or NF1 (19%) GA was seen in BRCAmut OC. BRCAwt LOH-L OC commonly had CCNE1 (19.7%), KRAS (19%), PIK3CA (16.2%), AKT2 (7.4%), ERBB2 (4.7%), or BRAF(3.3%) GA. Frequency of TMB-H was 2.5% and MSI-H 1%. Correlation of GA with treatment, clinical histories and outcomes for some patients will be presented. Conclusions: BRCAmut or OC-S are commonly LOH-H; ~1 in 5 BRCAwt OC-NS, including carcinosarcomas and mucinous, are also LOH-H. Genes co-mutated in late stage LOH-H OC may be linked to treatment resistance. CGP of this large OC cohort reveals molecular, rather than histologic, patient subsets that may benefit from PARPi (46.2% BRCAmut or LOH-H), targeted therapy ( > 50% BRCAwt LOH-L, excluding TP53) or immunotherapy (3.5% TMB-H or MSI-H), providing more support for insurance coverage and integration into OC clinical trials.
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Rucaparib in relapsed, platinum-sensitive high-grade ovarian carcinoma (ARIEL2 Part 1): an international, multicentre, open-label, phase 2 trial. Lancet Oncol 2017; 18:75-87. [PMID: 27908594 DOI: 10.1016/s1470-2045(16)30559-9] [Citation(s) in RCA: 833] [Impact Index Per Article: 119.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 09/26/2016] [Accepted: 09/28/2016] [Indexed: 01/22/2023]
Abstract
BACKGROUND Poly(ADP-ribose) polymerase (PARP) inhibitors have activity in ovarian carcinomas with homologous recombination deficiency. Along with BRCA1 and BRCA2 (BRCA) mutations genomic loss of heterozygosity (LOH) might also represent homologous recombination deficiency. In ARIEL2, we assessed the ability of tumour genomic LOH, quantified with a next-generation sequencing assay, to predict response to rucaparib, an oral PARP inhibitor. METHODS ARIEL2 is an international, multicentre, two-part, phase 2, open-label study done at 49 hospitals and cancer centres in Australia, Canada, France, Spain, the UK, and the USA. In ARIEL2 Part 1, patients with recurrent, platinum-sensitive, high-grade ovarian carcinoma were classified into one of three predefined homologous recombination deficiency subgroups on the basis of tumour mutational analysis: BRCA mutant (deleterious germline or somatic), BRCA wild-type and LOH high (LOH high group), or BRCA wild-type and LOH low (LOH low group). We prespecified a cutoff of 14% or more genomic LOH for LOH high. Patients began treatment with oral rucaparib at 600 mg twice per day for continuous 28 day cycles until disease progression or any other reason for discontinuation. The primary endpoint was progression-free survival. All patients treated with at least one dose of rucaparib were included in the safety analyses and all treated patients who were classified were included in the primary endpoint analysis. This trial is registered with ClinicalTrials.gov, number NCT01891344. Enrolment into ARIEL2 Part 1 is complete, although an extension (Part 2) is ongoing. FINDINGS 256 patients were screened and 206 were enrolled between Oct 30, 2013, and Dec 19, 2014. At the data cutoff date (Jan 18, 2016), 204 patients had received rucaparib, with 28 patients remaining in the study. 192 patients could be classified into one of the three predefined homologous recombination deficiency subgroups: BRCA mutant (n=40), LOH high (n=82), or LOH low (n=70). Tumours from 12 patients were established as BRCA wild-type, but could not be classified for LOH, because of insufficient neoplastic nuclei in the sample. The median duration of treatment for the 204 patients was 5·7 months (IQR 2·8-10·1). 24 patients in the BRCA mutant subgroup, 56 patients in the LOH high subgroup, and 59 patients in the LOH low subgroup had disease progression or died. Median progression-free survival after rucaparib treatment was 12·8 months (95% CI 9·0-14·7) in the BRCA mutant subgroup, 5·7 months (5·3-7·6) in the LOH high subgroup, and 5·2 months (3·6-5·5) in the LOH low subgroup. Progression-free survival was significantly longer in the BRCA mutant (hazard ratio 0·27, 95% CI 0·16-0·44, p<0·0001) and LOH high (0·62, 0·42-0·90, p=0·011) subgroups compared with the LOH low subgroup. The most common grade 3 or worse treatment-emergent adverse events were anaemia or decreased haemoglobin (45 [22%] patients), and elevations in alanine aminotransferase or aspartate aminotransferase (25 [12%]). Common serious adverse events included small intestinal obstruction (10 [5%] of 204 patients), malignant neoplasm progression (10 [5%]), and anaemia (nine [4%]). Three patients died during the study (two because of disease progression and one because of sepsis and disease progression). No treatment-related deaths occurred. INTERPRETATION In patients with BRCA mutant or BRCA wild-type and LOH high platinum-sensitive ovarian carcinomas treated with rucaparib, progression-free survival was longer than in patients with BRCA wild-type LOH low carcinomas. Our results suggest that assessment of tumour LOH can be used to identify patients with BRCA wild-type platinum-sensitive ovarian cancers who might benefit from rucaparib. These results extend the potential usefulness of PARP inhibitors in the treatment setting beyond BRCA mutant tumours. FUNDING Clovis Oncology, US Department of Defense Ovarian Cancer Research Program, Stand Up To Cancer-Ovarian Cancer Research Fund Alliance-National Ovarian Cancer Coalition Dream Team Translational Research Grant, and V Foundation Translational Award.
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Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems. PLoS Comput Biol 2016; 12:e1005258. [PMID: 27973557 PMCID: PMC5156368 DOI: 10.1371/journal.pcbi.1005258] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 11/21/2016] [Indexed: 11/22/2022] Open
Abstract
Highly connected recurrent neural networks often produce chaotic dynamics, meaning their precise activity is sensitive to small perturbations. What are the consequences of chaos for how such networks encode streams of temporal stimuli? On the one hand, chaos is a strong source of randomness, suggesting that small changes in stimuli will be obscured by intrinsically generated variability. On the other hand, recent work shows that the type of chaos that occurs in spiking networks can have a surprisingly low-dimensional structure, suggesting that there may be room for fine stimulus features to be precisely resolved. Here we show that strongly chaotic networks produce patterned spikes that reliably encode time-dependent stimuli: using a decoder sensitive to spike times on timescales of 10’s of ms, one can easily distinguish responses to very similar inputs. Moreover, recurrence serves to distribute signals throughout chaotic networks so that small groups of cells can encode substantial information about signals arriving elsewhere. A conclusion is that the presence of strong chaos in recurrent networks need not exclude precise encoding of temporal stimuli via spike patterns. Recurrently connected populations of excitatory and inhibitory neurons found in cortex are known to produce rich and irregular spiking activity, with complex trial-to-trial variability in response to input stimuli. Many theoretical studies found this firing regime to be associated with chaos, where tiny perturbations explode to impact subsequent neural activity. As a result, the precise spiking patterns produced by such networks would be expected to be too fragile to carry any valuable information about stimuli, since inevitable sources of noise such as synaptic failure or ion channel fluctuations would be amplified by chaotic dynamics on repeated trials. In this article we revisit the implications of chaos in input-driven networks and directly measure its impact on evoked population spike patterns. We find that chaotic network dynamics can, in fact, produce highly patterned spiking activity which can be used by a simple decoder to perform input-classification tasks. This can be explained by the presence of low-dimensional, input-specific chaotic attractors, leading to a form of trial-to-trial variability that is intermittent, rather than uniformly random. We propose that chaos is a manageable by-product of recurrent connectivity, which serves to efficiently distribute information about stimuli throughout a network.
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RUCAPANC: An open-label, phase 2 trial of the PARP inhibitor rucaparib in patients (pts) with pancreatic cancer (PC) and a known deleterious germline or somatic BRCA mutation. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.4110] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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Feasibility of monitoring response to the PARP inhibitor rucaparib with targeted deep sequencing of circulating tumor DNA (ctDNA) in women with high-grade serous carcinoma on the ARIEL2 trial. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.5549] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Refinement of prespecified cutoff for genomic loss of heterozygosity (LOH) in ARIEL2 part 1: A phase II study of rucaparib in patients (pts) with high grade ovarian carcinoma (HGOC). J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.5540] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract A11: NGS-based tumor genomic profiling to identify ovarian cancer patients who benefit from the PARP inhibitor rucaparib. Clin Cancer Res 2016. [DOI: 10.1158/1557-3265.ovca15-a11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: PARP inhibitors (PARPi) are synthetically lethal to tumor cells with homologous recombination deficiency (HRD). HRD can result from deleterious BRCA1/2 mutations (BRCAmut) or other mechanisms that have not been fully elucidated. Regardless of mechanism, HRD leads to a common phenotype of genome-wide loss of heterozygosity (LOH). It has been hypothesized that this genomic phenotype can be used to identify BRCA wild-type (BRCAwt) HRD tumors likely sensitive to PARPi. Using comprehensive next generation sequencing (NGS)-based tumor genomic profiling, we developed an HRD assay for potential use as a companion diagnostic for rucaparib in high-grade ovarian cancer (HGOC) by combining tumor BRCA1/2 status and quantification of genomic LOH.
Methods: In the phase 2 study ARIEL2 Part 1 (NCT01891344), pre-treatment screening biopsies and archival formalin-fixed paraffin embedded tumor specimens were profiled using Foundation Medicine's NGS-based HRD assay, which detects all classes of genomic alterations, including base substitutions, insertions/deletions, and homozygous deletions in BRCA1/2. Genomic LOH was assessed by sequencing >3,500 evenly-distributed single nucleotide polymorphisms across the genome and quantifying the extent of genomic LOH. A pre-specified genomic LOH cutoff was determined using publicly available SNP array data of ovarian tumors to predict platinum sensitivity as a surrogate marker for PARPi sensitivity. Response was assessed by RECIST v1.1 and GCIG CA-125 response criteria.
Results: As of July 1 2015, 195 archival tumor and 152 screening biopsy samples (142 matched pairs) from 206 HGOC patients enrolled (204 patients treated) in ARIEL2 Part 1 were successfully profiled using the NGS-based HRD assay. Some screening biopsies were not suitable for successful NGS-based HRD assessment primarily because of insufficient tumor nuclei or inadequate tumor volume. Most matched pairs of archival and pre-trial screening samples exhibited similar genomic LOH profiles (r=0.86); however, 14% of screening samples had higher genomic LOH compared with archival samples collected more than one year earlier. All BRCA1/2 germline and somatic mutated tumors had high genomic LOH in the screening samples. Receiver operating characteristic analysis of genomic LOH showed utility in identifying RECIST/CA-125 responders to rucaparib (AUC=0.72, p<1e-4), with slightly better predictive utility using screening samples compared to archival samples (AUC=0.72 vs 0.69). Using the pre-specified genomic LOH cutoff, high genomic LOH tumors were detected in 54% of evaluable BRCAwt patients; significantly different overall response rates were found in patients with high vs low genomic LOH tumors (48% vs 26%; chi-square p=0.0074).
Conclusions: We developed an NGS-based HRD assay that assesses tumor BRCA1/2 and genomic LOH to prospectively identify HGOC patients who may benefit from rucaparib treatment. The optimized NGS-based HRD assay will be prospectively tested in the ongoing portion of the phase 2 study (ARIEL2 Part 2, NCT01891344) and a phase 3 maintenance study (ARIEL3, NCT01968213) that will investigate rucaparib in HGOC.
Citation Format: Iain A. McNeish, Kevin K. Lin, James X. Sun, Sandra Goble, Amit Oza, Robert L. Coleman, Clare L. Scott, Gottfried Konecny, Anna V. Tinker, David M. O'Malley, Rebecca Kristeleit, Ling Ma, James D. Brenton, Katherine Bell-McGuinn, Ana Oaknin, Alexandra Leary, Elaina Mann, Heidi Giordano, Roman Yelensky, Mitch Raponi, Elizabeth Swisher. NGS-based tumor genomic profiling to identify ovarian cancer patients who benefit from the PARP inhibitor rucaparib. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Ovarian Cancer Research: Exploiting Vulnerabilities; Oct 17-20, 2015; Orlando, FL. Philadelphia (PA): AACR; Clin Cancer Res 2016;22(2 Suppl):Abstract nr A11.
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Abstract 784: Nonclinical activity of the FGFR, VEGFR and PDGFR inhibitor lucitanib in FGFR3 translocated tumor models. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lucitanib (S 80881, E-3810, CO-3810) is an oral, potent inhibitor of the tyrosine kinase activity of fibroblast growth factor receptors 1 through 3 (FGFR1-3), vascular endothelial growth factor receptors 1 through 3 (VEGFR1-3) and platelet-derived growth factor receptors alpha and beta (PDGFRα-ß). A Phase 1/2 clinical study (Soria et al., 2014, Ann. Oncol. 25(11):2244-51) showed compelling activity of lucitanib in solid tumors and, in particular, a 50% (6 of 12 patients) RECIST partial response rate in breast cancer patients with FGF-aberrant (FGFR1 and/or FGF3/4/19 gene amplified) tumors. On-going clinical studies are further defining the activity of lucitanib in breast (NCT02053636; NCT02202746) and lung cancer (NCT02109016). FGFR gene translocations (fusions; e.g. FGFR3-TACC3) resulting in constitutively active FGFR signaling and tumor proliferation are observed in a wide variety of cancers (Stransky et al., 2014; Nat. Comm. (5):5006), and inhibition of FGFR signaling in FGFR translocated tumors with lucitanib may be a potential new therapeutic strategy. We evaluated the nonclinical activity of lucitanib in FGFR3 translocated models with the hypothesis that the combined blockade of FGFR and VEGFR signaling would be more effective than targeting each receptor tyrosine kinase independently. The in vitro activity of lucitanib was first evaluated in a panel of bladder carcinoma cell lines (n = 8) with and without FGFR3 translocation. Lucitanib preferentially inhibited the growth of cell lines with FGFR3 translocations in 2D and 3D cell culture, with GI50 values of 80-120 nM in a 72-hour cell viability assay, coincident with a reduction in phosphorylated FGFR3 with an IC50 of ∼60 nM. Minimal activity was observed in five wild-type FGFR3 cell lines (GI50 > 5 μM) with the exception of the JMSU1 bladder cell line that is reported to be dependent on FGFR1 signaling for proliferation (Tomlinson et al., 2009, Cancer Res. 69(11):4613-20). The anti-tumor activity of lucitanib dosed orally at 20 mg/kg/day was evaluated in three bladder carcinoma cell-line derived xenografts with FGFR3 translocation (RT112/84, RT4 and SW780) and a patient-derived xenograft (PDX) model of glioblastoma (BN2289; Crown Bioscience) harboring a FGFR3-TACC3 fusion. Administration of lucitanib resulted in significant (p<0.0001) tumor growth inhibition and, in some cases, tumor regression. The anti-tumor activity of lucitanib in these xenograft models was greater than that observed with either sunitinib (VEGFR/PDGFR inhibitor; 40 mg/kg/day) or BGJ398 (FGFR1-4 inhibitor; 20 mg/kg/day). Together, these results provide a strong nonclinical rationale for further exploration of lucitanib in tumors with FGFR translocations in clinical studies.
Citation Format: Minh Nguyen, Kevin K. Lin, Mike F. Burbridge, Andrew D. Simmons, Thomas C. Harding. Nonclinical activity of the FGFR, VEGFR and PDGFR inhibitor lucitanib in FGFR3 translocated tumor models. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 784. doi:10.1158/1538-7445.AM2015-784
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Abstract 4670: A novel companion diagnostic predicts response to the PARP inhibitor rucaparib in ovarian cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Genomic studies suggest that ∼50% of high-grade serous ovarian cancers (OC) have homologous recombination deficiency (HRD). Germline BRCA1/2 mutations (gBRCAmut) are expected to account for 1/3 of HRD in OC, and identification of non-gBRCAmut HRD tumors likely to respond to PARP inhibitors (PARPi) remains a challenge. Using comprehensive next generation sequencing (NGS)-based tumor genomic profiling, we developed a companion diagnostic HRD assay to predict sensitivity to the PARP inhibitor rucaparib by combining tumor BRCA1/2 status (germline and somatic) and genomic loss of heterozygosity (LOH). The HRD assay is being validated in a Phase 2 study (ARIEL2) and will be prospectively applied to the primary analysis of the ongoing Phase 3 study (ARIEL3) of rucaparib.
Methods: The HRD assay uses 50-200ng of DNA from tumor FFPE specimens, which undergoes sequencing library construction and hybrid-capture of all coding exons from 100s of cancer-related genes. Libraries are sequenced to high, uniform depth (>500× unique coverage, Illumina® HiSeq) and data are processed by a customized pipeline that accurately detects all classes of genomic alterations, including BRCA1/2 base substitutions, indels, and homozygous deletions. Genomic LOH is assessed by a CGH-like analysis of sequencing coverage and >3,500 genome-wide SNPs and a tumor is classified as HRD with either BRCA1/2 alteration or high genomic LOH (LOH+). Somatic/germline status of discovered BRCA1/2 alterations is assessed by a previously-presented computational approach (“SGZ”, AACR 2014 abstract #1893), and verified against medical records where available. ARIEL2 is an ongoing single-arm (n = 180), open-label study of rucaparib in recurrent, platinum-sensitive OC patients. The primary objective is to evaluate clinical activity of rucaparib among 3 prospectively defined subgroups: tumor BRCAmut, BRCAwt/LOH+ (“BRCAness”) and BRCAwt/LOH-. Response is determined by RECIST and/or GCIG-CA125 criteria.
Results: The HRD assay was performed on tumors from 121 patients, of whom 25% were found to be BRCA mutant (17 germline/12 somatic), 42% had the BRCAness signature (BRCAwt/LOH+), and 33% were biomarker negative (BRCAwt/LOH-). Efficacy data available for 61 patients revealed objective response rates (combined RECIST/CA125 criteria) at 70%, 40% and 8%, respectively. Responses were observed for all classes of genomic alterations, and in gBRCAmut and non-gBRCAmut tumors.
Conclusions: Preliminary clinical data indicates that the HRD assay identifies OC patients likely to respond to rucaparib and highlights the potential for innovative companion diagnostics enabled by comprehensive genomic profiling based on NGS.
Citation Format: James Sun, Iain McNeish, Robert L. Coleman, Amit Oza, Clare Scott, David M. O'Malley, Kevin K. Lin, Christine Burns, Christine Vietz, Philip J. Stephens, Murtaza Mehdi, Matthew Hawryluk, Heidi Giordano, Mitch Raponi, Lindsey Rolfe, Jeff Isaacson, Vincent A. Miller, Andrew Allen, Elizabeth Swisher, Roman Yelensky. A novel companion diagnostic predicts response to the PARP inhibitor rucaparib in ovarian cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4670. doi:10.1158/1538-7445.AM2015-4670
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The influence of multiple firing events on the formation and stability of activity patterns in continuous attractor networks. BMC Neurosci 2013. [PMCID: PMC3704425 DOI: 10.1186/1471-2202-14-s1-p241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Spatial scale and place field stability in a grid-to-place cell model of the dorsoventral axis of the hippocampus. Hippocampus 2013; 23:729-44. [PMID: 23576417 DOI: 10.1002/hipo.22132] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2013] [Indexed: 01/19/2023]
Abstract
The rodent hippocampus and entorhinal cortex contain spatially modulated cells that serve as the basis for spatial coding. Both medial entorhinal grid cells and hippocampal place cells have been shown to encode spatial information across multiple spatial scales that increase along the dorsoventral axis of these structures. Place cells near the dorsal pole possess small, stable, and spatially selective firing fields, while ventral cells have larger, less stable, and less spatially selective firing fields. One possible explanation for these dorsoventral changes in place field properties is that they arise as a result of similar dorsoventral differences in the properties of the grid cell inputs to place cells. Here, we test the alternative hypothesis that dorsoventral place field differences are due to higher amounts of nonspatial inputs to ventral hippocampal cells. We use a computational model of the entorhinal-hippocampal network to assess the relative contributions of grid scale and nonspatial inputs in determining place field size and stability. In addition, we assess the consequences of grid node firing rate heterogeneity on place field stability. Our results suggest that dorsoventral differences in place cell properties can be better explained by changes in the amount of nonspatial inputs, rather than by changes in the scale of grid cell inputs, and that grid node heterogeneity may have important functional consequences. The observed gradient in field size may reflect a shift from processing primarily spatial information in the dorsal hippocampus to processing more nonspatial, contextual, and emotional information near the ventral hippocampus.
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Chaos and reliability in balanced spiking networks with temporal drive. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2013; 87:052901. [PMID: 23767592 PMCID: PMC4124755 DOI: 10.1103/physreve.87.052901] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2012] [Revised: 12/21/2012] [Indexed: 06/02/2023]
Abstract
Biological information processing is often carried out by complex networks of interconnected dynamical units. A basic question about such networks is that of reliability: If the same signal is presented many times with the network in different initial states, will the system entrain to the signal in a repeatable way? Reliability is of particular interest in neuroscience, where large, complex networks of excitatory and inhibitory cells are ubiquitous. These networks are known to autonomously produce strongly chaotic dynamics-an obvious threat to reliability. Here, we show that such chaos persists in the presence of weak and strong stimuli, but that even in the presence of chaos, intermittent periods of highly reliable spiking often coexist with unreliable activity. We elucidate the local dynamical mechanisms involved in this intermittent reliability, and investigate the relationship between this phenomenon and certain time-dependent attractors arising from the dynamics. A conclusion is that chaotic dynamics do not have to be an obstacle to precise spike responses, a fact with implications for signal coding in large networks.
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Modeling temporal networks using random itineraries. PHYSICAL REVIEW LETTERS 2013; 110:158702. [PMID: 25167319 DOI: 10.1103/physrevlett.110.158702] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Indexed: 06/03/2023]
Abstract
We propose a procedure to generate dynamical networks with bursty, possibly repetitive and correlated temporal behaviors. Regarding any weighted directed graph as being composed of the accumulation of paths between its nodes, our construction uses random walks of variable length to produce time-extended structures with adjustable features. The procedure is first described in a general framework. It is then illustrated in a case study inspired by a transportation system for which the resulting synthetic network is shown to accurately mimic the empirical phenomenology.
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Phase-amplitude descriptions of neural oscillator models. JOURNAL OF MATHEMATICAL NEUROSCIENCE 2013; 3:2. [PMID: 23347723 PMCID: PMC3582465 DOI: 10.1186/2190-8567-3-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2012] [Accepted: 01/18/2013] [Indexed: 05/28/2023]
Abstract
Phase oscillators are a common starting point for the reduced description of many single neuron models that exhibit a strongly attracting limit cycle. The framework for analysing such models in response to weak perturbations is now particularly well advanced, and has allowed for the development of a theory of weakly connected neural networks. However, the strong-attraction assumption may well not be the natural one for many neural oscillator models. For example, the popular conductance based Morris-Lecar model is known to respond to periodic pulsatile stimulation in a chaotic fashion that cannot be adequately described with a phase reduction. In this paper, we generalise the phase description that allows one to track the evolution of distance from the cycle as well as phase on cycle. We use a classical technique from the theory of ordinary differential equations that makes use of a moving coordinate system to analyse periodic orbits. The subsequent phase-amplitude description is shown to be very well suited to understanding the response of the oscillator to external stimuli (which are not necessarily weak). We consider a number of examples of neural oscillator models, ranging from planar through to high dimensional models, to illustrate the effectiveness of this approach in providing an improvement over the standard phase-reduction technique. As an explicit application of this phase-amplitude framework, we consider in some detail the response of a generic planar model where the strong-attraction assumption does not hold, and examine the response of the system to periodic pulsatile forcing. In addition, we explore how the presence of dynamical shear can lead to a chaotic response.
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Network analysis of skin tumor progression identifies a rewired genetic architecture affecting inflammation and tumor susceptibility. Genome Biol 2011; 12:R5. [PMID: 21244661 PMCID: PMC3091303 DOI: 10.1186/gb-2011-12-1-r5] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2010] [Revised: 12/02/2010] [Accepted: 01/18/2011] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Germline polymorphisms can influence gene expression networks in normal mammalian tissues and can affect disease susceptibility. We and others have shown that analysis of this genetic architecture can identify single genes and whole pathways that influence complex traits, including inflammation and cancer susceptibility. Whether germline variants affect gene expression in tumors that have undergone somatic alterations, and the extent to which these variants influence tumor progression, is unknown. RESULTS Using an integrated linkage and genomic analysis of a mouse model of skin cancer that produces both benign tumors and malignant carcinomas, we document major changes in germline control of gene expression during skin tumor development resulting from cell selection, somatic genetic events, and changes in the tumor microenvironment. The number of significant expression quantitative trait loci (eQTL) is progressively reduced in benign and malignant skin tumors when compared to normal skin. However, novel tumor-specific eQTL are detected for several genes associated with tumor susceptibility, including IL18 (Il18), Granzyme E (Gzme), Sprouty homolog 2 (Spry2), and Mitogen-activated protein kinase kinase 4 (Map2k4). CONCLUSIONS We conclude that the genetic architecture is substantially altered in tumors, and that eQTL analysis of tumors can identify host factors that influence the tumor microenvironment, mitogen-activated protein (MAP) kinase signaling, and cancer susceptibility.
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Abstract
MOTIVATION Time-course gene expression datasets provide important insights into dynamic aspects of biological processes, such as circadian rhythms, cell cycle and organ development. In a typical microarray time-course experiment, measurements are obtained at each time point from multiple replicate samples. Accurately recovering the gene expression patterns from experimental observations is made challenging by both measurement noise and variation among replicates' rates of development. Prior work on this topic has focused on inference of expression patterns assuming that the replicate times are synchronized. We develop a statistical approach that simultaneously infers both (i) the underlying (hidden) expression profile for each gene, as well as (ii) the biological time for each individual replicate. Our approach is based on Gaussian process regression (GPR) combined with a probabilistic model that accounts for uncertainty about the biological development time of each replicate. RESULTS We apply GPR with uncertain measurement times to a microarray dataset of mRNA expression for the hair-growth cycle in mouse back skin, predicting both profile shapes and biological times for each replicate. The predicted time shifts show high consistency with independently obtained morphological estimates of relative development. We also show that the method systematically reduces prediction error on out-of-sample data, significantly reducing the mean squared error in a cross-validation study. AVAILABILITY Matlab code for GPR with uncertain time shifts is available at http://sli.ics.uci.edu/Code/GPRTimeshift/ CONTACT ihler@ics.uci.edu.
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