Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 37
Filter
1.
Nat Commun ; 14(1): 5945, 2023 09 23.
Article in English | MEDLINE | ID: mdl-37741832

ABSTRACT

Microsatellite-stable colorectal cancer (MSS-CRC) is highly refractory to immunotherapy. Understanding tumor-intrinsic determinants of immunotherapy resistance is critical to improve MSS-CRC patient outcomes. Here, we demonstrate that high tumor expression of the core autophagy gene ATG16L1 is associated with poor clinical response to anti-PD-L1 therapy in KRAS-mutant tumors from IMblaze370 (NCT02788279), a large phase III clinical trial of atezolizumab (anti-PD-L1) in advanced metastatic MSS-CRC. Deletion of Atg16l1 in engineered murine colon cancer organoids inhibits tumor growth in primary (colon) and metastatic (liver and lung) niches in syngeneic female hosts, primarily due to increased sensitivity to IFN-γ-mediated immune pressure. ATG16L1 deficiency enhances programmed cell death of colon cancer organoids induced by IFN-γ and TNF, thus increasing their sensitivity to host immunity. In parallel, ATG16L1 deficiency reduces tumor stem-like populations in vivo independently of adaptive immune pressure. This work reveals autophagy as a clinically relevant mechanism of immune evasion and tumor fitness in MSS-CRC and provides a rationale for autophagy inhibition to boost immunotherapy responses in the clinic.


Subject(s)
Colonic Neoplasms , Colorectal Neoplasms , Animals , Female , Humans , Mice , Autophagy/genetics , Autophagy-Related Proteins/genetics , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Genes, Regulator , Liver , Clinical Trials, Phase III as Topic
3.
Breast Cancer Res Treat ; 191(3): 565-576, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34860318

ABSTRACT

PURPOSE: PI3K/AKT pathway alterations are frequent in hormone receptor-positive (HR+) breast cancers. IPATunity130 Cohort B investigated ipatasertib-paclitaxel in PI3K pathway-mutant HR+ unresectable locally advanced/metastatic breast cancer (aBC). METHODS: Cohort B of the randomized, double-blind, placebo-controlled, phase 3 IPATunity130 trial enrolled patients with HR+ HER2-negative PIK3CA/AKT1/PTEN-altered measurable aBC who were considered inappropriate for endocrine-based therapy (demonstrated insensitivity to endocrine therapy or visceral crisis) and were candidates for taxane monotherapy. Patients with prior chemotherapy for aBC or relapse < 1 year since (neo)adjuvant chemotherapy were ineligible. Patients were randomized 2:1 to ipatasertib (400 mg, days 1-21) or placebo, plus paclitaxel (80 mg/m2, days 1, 8, 15), every 28 days until disease progression or unacceptable toxicity. The primary endpoint was investigator-assessed progression-free survival (PFS). RESULTS: Overall, 146 patients were randomized to ipatasertib-paclitaxel and 76 to placebo-paclitaxel. In both arms, median investigator-assessed PFS was 9.3 months (hazard ratio, 1.00, 95% CI 0.71-1.40) and the objective response rate was 47%. Median paclitaxel duration was 6.9 versus 8.8 months in the ipatasertib-paclitaxel versus placebo-paclitaxel arms, respectively; median ipatasertib/placebo duration was 8.0 versus 9.1 months, respectively. The most common grade ≥ 3 adverse events were diarrhea (12% with ipatasertib-paclitaxel vs 1% with placebo-paclitaxel), neutrophil count decreased (9% vs 7%), neutropenia (8% vs 9%), peripheral neuropathy (7% vs 3%), peripheral sensory neuropathy (3% vs 5%) and hypertension (1% vs 5%). CONCLUSION: Adding ipatasertib to paclitaxel did not improve efficacy in PIK3CA/AKT1/PTEN-altered HR+ HER2-negative aBC. The ipatasertib-paclitaxel safety profile was consistent with each agent's known adverse effects. Trial registration NCT03337724.


Subject(s)
Breast Neoplasms , Paclitaxel , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Class I Phosphatidylinositol 3-Kinases/genetics , Double-Blind Method , Female , Hormones , Humans , Neoplasm Recurrence, Local , PTEN Phosphohydrolase/genetics , Paclitaxel/adverse effects , Phosphatidylinositol 3-Kinases , Piperazines , Proto-Oncogene Proteins c-akt , Pyrimidines , Receptor, ErbB-2/genetics
4.
Clin Cancer Res ; 28(5): 993-1003, 2022 Mar 01.
Article in English | MEDLINE | ID: mdl-34907082

ABSTRACT

PURPOSE: Despite extensive genomic and transcriptomic profiling, it remains unknown how signaling pathways are differentially activated and how tumors are differentially sensitized to certain perturbations. Here, we aim to characterize AKT signaling activity and its association with other genomic or IHC-based PI3K/AKT pathway biomarkers as well as the clinical activity of ipatasertib (AKT inhibitor) in the FAIRLANE trial. EXPERIMENTAL DESIGN: In FAIRLANE, 151 patients with early triple-negative breast cancer (TNBC) were randomized 1:1 to receive paclitaxel with ipatasertib or placebo for 12 weeks prior to surgery. Adding ipatasertib did not increase pathologic complete response rate and numerically improved overall response rate by MRI. We used reverse-phase protein microarrays (RPPA) to examine the total level and/or phosphorylation states of over 100 proteins in various signaling or cell processes including PI3K/AKT and mTOR signaling. One hundred and twenty-five baseline and 127 on-treatment samples were evaluable by RPPA, with 110 paired samples at both time points. RESULTS: Tumors with genomic/protein alterations in PIK3CA/AKT1/PTEN were associated with higher levels of AKT phosphorylation. In addition, phosphorylated AKT (pAKT) levels exhibited a significant association with enriched clinical benefit of ipatasertib, and identified patients who received benefit in the absence of PIK3CA/AKT1/PTEN alterations. Ipatasertib treatment led to a downregulation of AKT/mTORC1 signaling, which was more pronounced among the tumors with PIK3CA/AKT1/PTEN alterations or among the responders to the treatment. CONCLUSIONS: We showed that the high baseline pAKT levels are associated with the alterations of PI3K/AKT pathway components and enriched benefit of ipatasertib in TNBC.


Subject(s)
Triple Negative Breast Neoplasms , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers , Class I Phosphatidylinositol 3-Kinases/genetics , Humans , Neoadjuvant Therapy , Paclitaxel , Phosphatidylinositol 3-Kinases/genetics , Piperazines , Proto-Oncogene Proteins c-akt/metabolism , Pyrimidines , Triple Negative Breast Neoplasms/pathology
5.
Breast Cancer Res Treat ; 189(2): 377-386, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34264439

ABSTRACT

PURPOSE: In LOTUS (NCT02162719), adding the oral AKT inhibitor ipatasertib to first-line paclitaxel for locally advanced/metastatic triple-negative breast cancer (aTNBC) improved progression-free survival (PFS; primary endpoint), with an enhanced effect in patients with PIK3CA/AKT1/PTEN-altered tumors (FoundationOne next-generation sequencing [NGS] assay). We report final overall survival (OS) results. METHODS: Eligible patients had measurable previously untreated aTNBC. Patients were stratified by prior (neo)adjuvant therapy, chemotherapy-free interval, and tumor immunohistochemistry PTEN status, and were randomized 1:1 to paclitaxel 80 mg/m2 (days 1, 8, 15) plus ipatasertib 400 mg or placebo (days 1-21) every 28 days until disease progression or unacceptable toxicity. OS (intent-to-treat [ITT], immunohistochemistry PTEN-low, and PI3K/AKT pathway-activated [NGS PIK3CA/AKT1/PTEN-altered] populations) was a secondary endpoint. RESULTS: Median follow-up was 19.0 versus 16.0 months in the ipatasertib-paclitaxel versus placebo-paclitaxel arms, respectively. In the ITT population (n = 124), median OS was numerically longer with ipatasertib-paclitaxel than placebo-paclitaxel (hazard ratio 0.80, 95% CI 0.50-1.28; median 25.8 vs 16.9 months, respectively; 1-year OS 83% vs 68%). Likewise, median OS favored ipatasertib-paclitaxel in the PTEN-low (n = 48; 23.1 vs 15.8 months; hazard ratio 0.83) and PIK3CA/AKT1/PTEN-altered (n = 42; 25.8 vs 22.1 months; hazard ratio 1.13) subgroups. The ipatasertib-paclitaxel safety profile was unchanged. CONCLUSIONS: Final OS results show a numerical trend favoring ipatasertib-paclitaxel and median OS exceeding 2 years with ipatasertib-paclitaxel. Overall, results are consistent with the reported PFS benefit; interpretation within biomarker-defined subgroups is complicated by small sample sizes and TNBC heterogeneity.


Subject(s)
Breast Neoplasms , Triple Negative Breast Neoplasms , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Breast Neoplasms/drug therapy , Disease-Free Survival , Double-Blind Method , Female , Humans , Paclitaxel/adverse effects , Phosphatidylinositol 3-Kinases , Piperazines , Pyrimidines , Triple Negative Breast Neoplasms/drug therapy
6.
Lancet ; 398(10295): 131-142, 2021 07 10.
Article in English | MEDLINE | ID: mdl-34246347

ABSTRACT

BACKGROUND: The PI3K/AKT and androgen-receptor pathways are dysregulated in metastatic castration-resistant prostate cancers (mCRPCs); tumours with functional PTEN-loss status have hyperactivated AKT signalling. Dual pathway inhibition with AKT inhibitor ipatasertib plus abiraterone might have greater benefit than abiraterone alone. We aimed to compare ipatasertib plus abiraterone with placebo plus abiraterone in patients with previously untreated mCRPC with or without tumour PTEN loss. METHODS: We did a randomised, double-blind, phase 3 trial at 200 sites across 26 countries or regions. Patients aged 18 years or older with previously untreated asymptomatic or mildly symptomatic mCRPC who had progressive disease and Eastern Collaborative Oncology Group performance status of 0 or 1 were randomly assigned (1:1; permuted block method) to receive ipatasertib (400 mg once daily orally) plus abiraterone (1000 mg once daily orally) and prednisolone (5 mg twice a day orally) or placebo plus abiraterone and prednisolone (with the same dosing schedule). Patients received study treatment until disease progression, intolerable toxicity, withdrawal from the study, or study completion. Stratification factors were previous taxane-based therapy for hormone-sensitive prostate cancer, type of progression, presence of visceral metastasis, and tumour PTEN-loss status by immunohistochemistry. Patients, investigators, and the study sponsor were masked to the treatment allocation. The coprimary endpoints were investigator-assessed radiographical progression-free survival in the PTEN-loss-by-immunohistochemistry population and in the intention-to-treat population. This study is ongoing and is registered with ClinicalTrials.gov, NCT03072238. FINDINGS: Between June 30, 2017, and Jan 17, 2019, 1611 patients were screened for eligibility and 1101 (68%) were enrolled; 554 (50%) were assigned to the placebo-abiraterone group and 547 (50%) to the ipatasertib-abiraterone group. At data cutoff (March 16, 2020), median follow-up duration was 19 months (range 0-33). In the 521 (47%) patients who had tumours with PTEN loss by immunohistochemistry (261 in the placebo-abiraterone group and 260 in the ipatasertib-abiraterone group), median radiographical progression-free survival was 16·5 months (95% CI 13·9-17·0) in the placebo-abiraterone group and 18·5 months (16·3-22·1) in the ipatasertib-abiraterone group (hazard ratio [HR] 0·77 [95% CI 0·61-0·98]; p=0·034; significant at α=0·04). In the intention-to-treat population, median progression-free survival was 16·6 months (95% CI 15·6-19·1) in the placebo-abiraterone group and 19·2 months (16·5-22·3) in the ipatasertib-abiraterone group (HR 0·84 [95% CI 0·71-0·99]; p=0·043; not significant at α=0·01). Grade 3 or higher adverse events occurred in 213 (39%) of 546 patients in the placebo-abiraterone group and in 386 (70%) of 551 patients in the ipatasertib-abiraterone group; adverse events leading to discontinuation of placebo or ipatasertib occurred in 28 (5%) in the placebo-abiraterone group and 116 (21%) in the ipatasertib-abiraterone group. Deaths due to adverse events deemed related to treatment occurred in two patients (<1%; acute myocardial infarction [n=1] and lower respiratory tract infection [n=1]) in the placebo-abiraterone group and in two patients (<1%; hyperglycaemia [n=1] and chemical pneumonitis [n=1]) in the ipastasertb-abiraterone group. INTERPRETATION: Ipatasertib plus abiraterone significantly improved radiographical progression-free survival compared with placebo plus abiraterone among patients with mCRPC with PTEN-loss tumours, but there was no significant difference between the groups in the intention-to-treat population. Adverse events were consistent with the known safety profiles of each agent. These data suggest that combined AKT and androgen-receptor signalling pathway inhibition with ipatasertib and abiraterone is a potential treatment for men with PTEN-loss mCRPC, a population with a poor prognosis. FUNDING: F Hoffmann-La Roche and Genentech.


Subject(s)
Androstenes/therapeutic use , Antineoplastic Agents, Hormonal/therapeutic use , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Piperazines/therapeutic use , Prednisolone/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Pyrimidines/therapeutic use , Aged , Double-Blind Method , Humans , Male , Progression-Free Survival , Prostatic Neoplasms, Castration-Resistant/physiopathology
7.
Nat Commun ; 12(1): 1137, 2021 02 18.
Article in English | MEDLINE | ID: mdl-33602918

ABSTRACT

Adjuvant systemic therapies are now routinely used following resection of stage III melanoma, however accurate prognostic information is needed to better stratify patients. We use differential expression analyses of primary tumours from 204 RNA-sequenced melanomas within a large adjuvant trial, identifying a 121 metastasis-associated gene signature. This signature strongly associated with progression-free (HR = 1.63, p = 5.24 × 10-5) and overall survival (HR = 1.61, p = 1.67 × 10-4), was validated in 175 regional lymph nodes metastasis as well as two externally ascertained datasets. The machine learning classification models trained using the signature genes performed significantly better in predicting metastases than models trained with clinical covariates (pAUROC = 7.03 × 10-4), or published prognostic signatures (pAUROC < 0.05). The signature score negatively correlated with measures of immune cell infiltration (ρ = -0.75, p < 2.2 × 10-16), with a higher score representing reduced lymphocyte infiltration and a higher 5-year risk of death in stage II melanoma. Our expression signature identifies melanoma patients at higher risk of metastases and warrants further evaluation in adjuvant clinical trials.


Subject(s)
Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Melanoma/genetics , Databases, Genetic , Humans , Machine Learning , Multivariate Analysis , Neoplasm Staging , Prognosis , Progression-Free Survival , Proportional Hazards Models , Reproducibility of Results , Time Factors , Treatment Outcome
8.
Clin Cancer Res ; 27(4): 1162-1173, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33023953

ABSTRACT

PURPOSE: Lung adenocarcinomas comprise the largest fraction of non-small cell lung cancer, which is the leading cause of cancer-related deaths. Seventy-five percent of adenocarcinomas lack targeted therapies because of scarcity of druggable drivers. Here, we classified tumors on the basis of signaling similarities and discovered subgroups within this unmet patient population. EXPERIMENTAL DESIGN: We leveraged transcriptional data from >800 early- and advanced-stage patients. RESULTS: We identified three robust subtypes dubbed mucinous, proliferative, and mesenchymal with respective pathway phenotypes. These transcriptional states lack discrete and causative mutational etiology as evidenced by similarly distributed oncogenic drivers, including KRAS and EGFR. The subtypes capture heterogeneity even among tumors lacking known oncogenic drivers. Paired multi-regional intratumoral biopsies demonstrated unified subtypes despite divergently evolved prooncogenic mutations, indicating subtype stability during selective pressure. Heterogeneity among in vitro and in vivo preclinical models is expounded by the human lung adenocarcinoma subtypes and can be leveraged to discover subtype-specific vulnerabilities. As proof of concept, we identified differential subtype response to MEK pathway inhibition in a chemical library screen of 89 lung cancer cell lines, which reproduces across model systems and a clinical trial. CONCLUSIONS: Our findings support forward translational relevance of transcriptional subtypes, where further exploration therein may improve lung adenocarcinoma treatment.See related commentary by Skoulidis, p. 913.


Subject(s)
Adenocarcinoma of Lung/drug therapy , Biomarkers, Tumor/genetics , Lung Neoplasms/drug therapy , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/therapeutic use , Adenocarcinoma of Lung/diagnosis , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/pathology , Animals , Cell Line, Tumor , Clinical Trials as Topic , Datasets as Topic , Female , Genetic Heterogeneity , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Mice , Neoplasm Staging , Protein Kinase Inhibitors/pharmacology , RNA-Seq , Transcriptome/genetics , Xenograft Model Antitumor Assays
9.
Invest New Drugs ; 39(1): 163-174, 2021 02.
Article in English | MEDLINE | ID: mdl-32737717

ABSTRACT

BACKGROUND: This Phase Ib study explored combination dosing of the allosteric MEK1/2 inhibitor cobimetinib and the ATP-competitive pan-AKT inhibitor ipatasertib. METHODS: Patients with advanced solid tumors were enrolled to two dose escalation arms, each using a 3 + 3 design in 28-day cycles. In Arm A, patients received concurrent cobimetinib and ipatasertib on days 1-21. In Arm B, cobimetinib was administered intermittently with ipatasertib for 21 days. Primary objectives evaluated dose-limiting toxicities (DLTs), maximum tolerated doses (MTD), and the recommended Phase II dose (RP2D). Secondary objectives included analysis of pharmacokinetic parameters, MAPK and PI3K pathway alterations, changes in tissue biomarkers, and preliminary anti-tumor efficacy. Expansion cohorts included patients with PTEN-deficient triple-negative breast cancer and endometrial cancer. RESULTS: Among 66 patients who received ≥1 dose of study drug, all experienced an adverse event (AE). Although no DLTs were reported, 6 patients experienced Cycle 1 DLT-equivalent AEs. The most common treatment-related AEs were diarrhea, nausea, vomiting, dermatitis acneiform, and fatigue. Thirty-five (53%) patients experienced drug-related AEs of ≥ grade 3 severity. Cobimetinb/ipatasertib MTDs were 60/200 mg on Arm A and 150/300 mg on Arm B; the latter was chosen as the RP2D. No pharmacokinetic interactions were identified. Biomarker analyses indicated pathway blockade and increases in IFNγ and PD-L1 gene expression following the combination. Three patients with endometrial or ovarian cancer achieved partial response, all with PTEN-low disease and two with tumor also harboring KRAS mutation. CONCLUSION: There was limited tolerability and efficacy for this MEK and AKT inhibitor combination. Nonetheless, pharmacodynamic analyses indicated target engagement and suggest rationale for further exploration of cobimetinib or ipatasertib in combination with other anticancer agents. ClinicalTrials.gov identifier: NCT01562275.


Subject(s)
Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Azetidines/pharmacology , Azetidines/therapeutic use , Piperazines/pharmacology , Piperazines/therapeutic use , Piperidines/pharmacology , Piperidines/therapeutic use , Pyrimidines/pharmacology , Pyrimidines/therapeutic use , Aged , Aged, 80 and over , Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Azetidines/adverse effects , Azetidines/pharmacokinetics , Dose-Response Relationship, Drug , Female , Humans , Male , Maximum Tolerated Dose , Middle Aged , Mitogen-Activated Protein Kinases/drug effects , Neoplasms/drug therapy , Phosphatidylinositol 3-Kinases/drug effects , Piperazines/adverse effects , Piperazines/pharmacokinetics , Piperidines/adverse effects , Piperidines/pharmacokinetics , Pyrimidines/adverse effects , Pyrimidines/pharmacokinetics
10.
JCO Precis Oncol ; 4: 1012-1024, 2020 Nov.
Article in English | MEDLINE | ID: mdl-35050767

ABSTRACT

PURPOSE: Combining the oral AKT inhibitor ipatasertib with paclitaxel as first-line therapy for metastatic triple-negative breast cancer significantly improved progression-free survival (PFS) in the placebo-controlled, randomized, phase II LOTUS trial, with a more pronounced effect in patients with PIK3CA/AKT1/PTEN-altered tumors. We report findings from the extensive translational research program. PATIENTS AND METHODS: Pretreatment plasma and tumor samples were evaluated for genetic alterations using FoundationACT and FoundationOne (Foundation Medicine, Cambridge, MA) hybrid capture next-generation sequencing assays, respectively. Prevalences of the most common mutations and PIK3CA/AKT1 mutation status were determined using both assays, and concordance was assessed. In longitudinal analyses, circulating tumor DNA (ctDNA) mutations were quantified in baseline and on-treatment (cycle 3, day 1 [C3D1]) samples. The relationship between outcomes and ctDNA fraction (CTF; highest variant allele frequency) and CTF ratio (C3D1 CTF to baseline CTF) was explored. RESULTS: Among 89 patients evaluable for ctDNA sequencing, 81 patients (91%) had 149 detectable mutations. There was high agreement between plasma- and tissue-based sequencing for known or likely short variant mutations but not amplifications. There was 100% concordance between ctDNA and tissue sequencing in patients with activating PIK3CA or AKT1 mutations. High baseline CTF was associated with shorter PFS in both treatment arms. Longitudinal analyses showed more favorable outcomes with lower absolute CTF at C3D1 and, to a lesser extent, greater CTF decreases. CONCLUSION: These results suggest that plasma ctDNA sequencing may allow reliable and convenient assessment of prognosis and identification of genetic markers associated with increased benefit from ipatasertib. On-treatment CTF showed a meaningful association with objective response and PFS.

11.
Invest New Drugs ; 38(2): 419-432, 2020 04.
Article in English | MEDLINE | ID: mdl-31020608

ABSTRACT

Purpose We investigated the combination of the MEK inhibitor, cobimetinib, and the pan-PI3K inhibitor, pictilisib, in an open-label, phase Ib study. Experimental Design Patients with advanced solid tumors were enrolled in 3 dose escalation schedules: (1) both agents once-daily for 21-days-on 7-days-off ("21/7"); (2) intermittent cobimetinib and 21/7 pictilisib ("intermittent"); or (3) both agents once-daily for 7-days-on 7-days-off ("7/7"). Starting doses for the 21/7, intermittent, and 7/7 schedules were 20/80, 100/130, and 40/130 mg of cobimetinib/pictilisib, respectively. Nine indication-specific expansion cohorts interrogated the recommended phase II dose and schedule. Results Of 178 enrollees (dose escalation: n = 98), 177 patients were dosed. The maximum tolerated doses for cobimetinib/pictilisib (mg) were 40/100, 125/180, and not reached, for the 21/7, intermittent, and 7/7 schedules, respectively. Six dose-limiting toxicities included grade 3 (G3) elevated lipase, G4 elevated creatine phosphokinase, and G3 events including fatigue concurrent with a serious adverse event (SAE) of diarrhea, decreased appetite, and SAEs of hypersensitivity and dehydration. Common drug-related adverse events included nausea, fatigue, vomiting, decreased appetite, dysgeusia, rash, and stomatitis. Pharmacokinetic parameters of the drugs used in combination were unaltered compared to monotherapy exposures. Confirmed partial responses were observed in patients with BRAF-mutant melanoma (n = 1) and KRAS-mutant endometrioid adenocarcinoma (n = 1). Eighteen patients remained on study ≥6 months. Biomarker data established successful blockade of MAP kinase (MAPK) and PI3K pathways. The metabolic response rate documented by FDG-PET was similar to that observed with cobimetinib monotherapy. Conclusions Cobimetinib and pictilisib combination therapy in patients with solid tumors had limited tolerability and efficacy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Azetidines/administration & dosage , Indazoles/administration & dosage , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Neoplasms/drug therapy , Phosphoinositide-3 Kinase Inhibitors/administration & dosage , Piperidines/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Sulfonamides/administration & dosage , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/pharmacokinetics , Azetidines/adverse effects , Azetidines/pharmacokinetics , Class I Phosphatidylinositol 3-Kinases/antagonists & inhibitors , Class I Phosphatidylinositol 3-Kinases/genetics , Female , GTP Phosphohydrolases/genetics , Humans , Indazoles/adverse effects , Indazoles/pharmacokinetics , Male , Membrane Proteins/genetics , Middle Aged , Mitogen-Activated Protein Kinase Kinases/genetics , Neoplasms/genetics , Neoplasms/metabolism , Phosphoinositide-3 Kinase Inhibitors/adverse effects , Phosphoinositide-3 Kinase Inhibitors/pharmacokinetics , Piperidines/adverse effects , Piperidines/pharmacokinetics , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/pharmacokinetics , Proto-Oncogene Proteins p21(ras)/genetics , Sulfonamides/adverse effects , Sulfonamides/pharmacokinetics , Treatment Outcome , Young Adult
12.
Clin Cancer Res ; 26(1): 46-53, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31732523

ABSTRACT

PURPOSE: To report the 5-year overall survival (OS) landmark and the long-term safety profile of vemurafenib plus cobimetinib (BRAF plus MEK inhibition, respectively) in the BRIM7 study. PATIENTS AND METHODS: This phase Ib, dose-finding, and expansion study evaluated combination treatment with vemurafenib and cobimetinib in two cohorts of patients with advanced BRAF V600-mutated melanoma: patients who were BRAF inhibitor (BRAFi)-naïve (n = 63) or patients who had progressed on prior treatment with BRAFi monotherapy [vemurafenib monotherapy-progressive disease (PD); n = 66]. Patients in the dose-escalation phase received vemurafenib at 720 or 960 mg twice daily in combination with cobimetinib at 60, 80, or 100 mg/d for 14 days on/14 days off, 21 days on/7 days off, or continuously. Two regimens were selected for expansion: vemurafenib (720 and 960 mg twice daily) and cobimetinib (60 mg/d 21/7). RESULTS: Median OS was 31.8 months [95% confidence interval (CI), 24.5-not estimable] in the BRAFi-naïve cohort. The landmark OS rate plateaued at 39.2% at years 4 and 5 of follow-up. In the vemurafenib monotherapy-PD cohort, the median OS was 8.5 months (95% CI, 6.7-11.1), and the landmark OS rate plateaued at 14.0% from 3 years of follow-up. No increase was observed in the frequency and severity of adverse events with long-term follow-up. No new toxicities were detected, and there was no increase in the frequency of symptomatic MEK inhibitor class-effect adverse events. CONCLUSIONS: A subset of patients with advanced BRAF V600-mutated melanoma treated with a combination regimen of vemurafenib and cobimetinib achieve favorable long-term outcomes.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Melanoma/drug therapy , Mutation , Proto-Oncogene Proteins B-raf/genetics , Skin Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Azetidines/administration & dosage , Cohort Studies , Disease-Free Survival , Female , Follow-Up Studies , Humans , Male , Maximum Tolerated Dose , Melanoma/genetics , Melanoma/pathology , Middle Aged , Patient Safety , Piperidines/administration & dosage , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Treatment Outcome , Vemurafenib/administration & dosage , Young Adult
13.
Bioinformatics ; 35(14): i634-i642, 2019 07 15.
Article in English | MEDLINE | ID: mdl-31510692

ABSTRACT

MOTIVATION: A major challenge in molecular and cellular biology is to map out the regulatory networks of cells. As regulatory interactions can typically not be directly observed experimentally, various computational methods have been proposed to disentangling direct and indirect effects. Most of these rely on assumptions that are rarely met or cannot be adapted to a given context. RESULTS: We present a network inference method that is based on a simple response logic with minimal presumptions. It requires that we can experimentally observe whether or not some of the system's components respond to perturbations of some other components, and then identifies the directed networks that most accurately account for the observed propagation of the signal. To cope with the intractable number of possible networks, we developed a logic programming approach that can infer networks of hundreds of nodes, while being robust to noisy, heterogeneous or missing data. This allows to directly integrate prior network knowledge and additional constraints such as sparsity. We systematically benchmark our method on KEGG pathways, and show that it outperforms existing approaches in DREAM3 and DREAM4 challenges. Applied to a novel perturbation dataset on PI3K and MAPK pathways in isogenic models of a colon cancer cell line, it generates plausible network hypotheses that explain distinct sensitivities toward various targeted inhibitors due to different PI3K mutants. AVAILABILITY AND IMPLEMENTATION: A Python/Answer Set Programming implementation can be accessed at github.com/GrossTor/response-logic. Data and analysis scripts are available at github.com/GrossTor/response-logic-projects. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Logic , Algorithms , Computational Biology
14.
Br J Cancer ; 121(7): 522-528, 2019 10.
Article in English | MEDLINE | ID: mdl-31417188

ABSTRACT

BACKGROUND: This pooled analysis investigated the prognostic value of depth of response in two cohorts of patients with BRAFV600-mutated metastatic melanoma treated with vemurafenib or cobimetinib plus vemurafenib. METHODS: The data were pooled from BRIM-2, BRIM-3, BRIM-7 and coBRIM. Association of depth of response with survival was estimated by Cox proportional hazards regression, adjusted for clinically relevant covariates. Depth of response was analysed in previously identified prognostic subgroups based on disease characteristics and gene signatures. RESULTS: Greater tumour reduction and longer time to maximal response were significantly associated with longer progression-free survival (PFS) and overall survival (OS) when evaluated as continuous variables. Patients with the deepest responses had long-lasting survival outcomes (median PFS: 14 months; OS: 32 months with vemurafenib; not estimable with cobimetinib plus vemurafenib). Cobimetinib plus vemurafenib improved depth of response versus vemurafenib monotherapy regardless of other prognostic factors, including gene signatures. CONCLUSIONS: Greater depth of response was associated with improved survival, supporting its utility as a measure of treatment efficacy in melanoma and further evaluation of its incorporation into existing prognostic models. Cobimetinib plus vemurafenib improved outcomes across quartiles of response regardless of prognostic factors or gene signatures and provided durable survival benefits in patients with deep responses.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Azetidines/administration & dosage , Melanoma/drug therapy , Piperidines/administration & dosage , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Vemurafenib/administration & dosage , Administration, Oral , Clinical Trials as Topic , Gene Expression , Humans , Injections, Intravenous , Kaplan-Meier Estimate , Melanoma/genetics , Melanoma/mortality , Melanoma/pathology , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Multicenter Studies as Topic , Placebos/administration & dosage , Progression-Free Survival , Proto-Oncogene Proteins B-raf/genetics , Randomized Controlled Trials as Topic , Time Factors , Treatment Outcome , Tumor Burden/drug effects
15.
Nat Med ; 25(6): 929-935, 2019 06.
Article in English | MEDLINE | ID: mdl-31171876

ABSTRACT

Melanoma treatment has progressed in the past decade with the development and approval of immune checkpoint inhibitors targeting programmed death 1 (PD-1) or its ligand (PD-L1) and cytotoxic T lymphocyte-associated antigen 4, as well as small molecule inhibitors of BRAF and/or MEK for the subgroup of patients with BRAFV600 mutations1-9. BRAF/MEK-targeted therapies have effects on the tumor microenvironment that support their combination with PD-1/PD-L1 inhibitors10-20. This phase Ib study (ClinicalTrials.gov, number NCT01656642 ) evaluated the safety and anti-tumor activity of combining atezolizumab (anti-PD-L1) with vemurafenib (BRAF inhibitor), or cobimetinib (MEK inhibitor) + vemurafenib, in patients with BRAFV600-mutated metastatic melanoma. Triple combination therapy with atezolizumab + cobimetinib + vemurafenib, after a 28-d run-in period with cobimetinib + vemurafenib, had substantial but manageable toxicity. Exploratory biomarker data show that the cobimetinib + vemurafenib run-in was associated with an increase in proliferating CD4+ T-helper cells but not with an increase in T-regulatory cells, as observed in the vemurafenib-only run-in period. The confirmed objective response rate was 71.8% (95% confidence interval 55.1-85.0). The estimated median duration of response was 17.4 months (95% confidence interval 10.6-25.3) with ongoing response in 39.3% of patients after 29.9 months of follow-up. Further investigation in a phase III trial is underway.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Melanoma/drug therapy , Melanoma/genetics , Proto-Oncogene Proteins B-raf/genetics , Skin Neoplasms/drug therapy , Skin Neoplasms/genetics , Antibodies, Monoclonal/administration & dosage , Antibodies, Monoclonal, Humanized , Antineoplastic Agents, Immunological/administration & dosage , Azetidines/administration & dosage , B7-H1 Antigen/antagonists & inhibitors , Cohort Studies , Humans , Kaplan-Meier Estimate , MAP Kinase Kinase Kinases/antagonists & inhibitors , Melanoma/secondary , Mutation , Piperidines/administration & dosage , Progression-Free Survival , Protein Kinase Inhibitors/administration & dosage , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Vemurafenib/administration & dosage
16.
Life Sci Alliance ; 2(4)2019 08.
Article in English | MEDLINE | ID: mdl-31253656

ABSTRACT

Tumors of different molecular subtypes can show strongly deviating responses to drug treatment, making stratification of patients based on molecular markers an important part of cancer therapy. Pharmacogenomic studies have led to the discovery of selected genomic markers (e.g., BRAFV600E), whereas transcriptomic and proteomic markers so far have been largely absent in clinical use, thus constituting a potentially valuable resource for further substratification of patients. To systematically assess the explanatory power of different -omics data types, we assembled a panel of 49 melanoma cell lines, including genomic, transcriptomic, proteomic, and pharmacological data, showing that drug sensitivity models trained on transcriptomic or proteomic data outperform genomic-based models for most drugs. These results were confirmed in eight additional tumor types using published datasets. Furthermore, we show that drug sensitivity models can be transferred between tumor types, although after correcting for training sample size, transferred models perform worse than within-tumor-type predictions. Our results suggest that transcriptomic/proteomic signals may be alternative biomarker candidates for the stratification of patients without known genomic markers.


Subject(s)
Antineoplastic Agents/pharmacology , Biomarkers, Tumor/metabolism , Proteome/drug effects , Transcriptome/drug effects , Biomarkers, Tumor/genetics , Cell Line, Tumor , Computer Simulation , Endometrial Neoplasms/metabolism , Female , Humans , Melanoma/genetics , Melanoma/metabolism , Models, Biological , PTEN Phosphohydrolase/metabolism , Proteome/genetics , Proteomics , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins c-akt/metabolism , Transcriptome/genetics , Exome Sequencing
17.
Clin Cancer Res ; 25(11): 3239-3246, 2019 06 01.
Article in English | MEDLINE | ID: mdl-30824584

ABSTRACT

PURPOSE: Previous investigations identified transcriptional signatures associated with innate resistance to anti-programmed cell death protein 1 therapy in melanoma. This analysis aimed to increase understanding of the role of baseline genetic features in the variability of response to BRAF and MEK inhibitor therapy for BRAF V600-mutated metastatic melanoma. PATIENTS AND METHODS: This exploratory analysis compared genomic features, using whole-exome and RNA sequencing, of baseline tumors from patients who had complete response versus rapid progression (disease progression at first postbaseline assessment) on treatment with cobimetinib combined with vemurafenib or vemurafenib alone. Associations of gene expression with progression-free survival or overall survival were assessed by Cox proportional hazards modeling. RESULTS: Whole-exome sequencing showed that MITF and TP53 alterations were more frequent in tumors from patients with rapid progression, while NF1 alterations were more frequent in tumors from patients with complete response. However, the low frequency of alterations in any one gene precluded their characterization as drivers of response/resistance. Analysis of RNA profiles showed that expression of immune response-related genes was enriched in tumors from patients with complete response, while expression of keratinization-related genes was enriched in tumors from patients who experienced rapid progression. CONCLUSIONS: These findings suggest that enriched immune infiltration might be a shared feature favoring response to both targeted and immune therapies, while features of innate resistance to targeted and immune therapies were distinct.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Melanoma/drug therapy , Melanoma/genetics , Mutation , Proto-Oncogene Proteins B-raf/genetics , Alleles , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Azetidines/administration & dosage , Biomarkers, Tumor , Clinical Trials, Phase II as Topic , Clinical Trials, Phase III as Topic , Gene Expression Profiling , Genomics/methods , Humans , Melanoma/mortality , Melanoma/pathology , Piperidines/administration & dosage , Randomized Controlled Trials as Topic , Retrospective Studies , Treatment Outcome , Vemurafenib/administration & dosage , Exome Sequencing
18.
Cell Death Differ ; 26(11): 2416-2429, 2019 Nov.
Article in English | MEDLINE | ID: mdl-30824837

ABSTRACT

Emerging research suggests that multiple tumor compartments can influence treatment responsiveness and relapse, yet the search for therapeutic resistance mechanisms remains largely focused on acquired genomic alterations in cancer cells. Here we show how treatment-induced changes occur in multiple tumor compartments during tumor relapse and can reduce benefit of follow-on therapies. By using serial biopsies, next-generation sequencing, and single-cell transcriptomics, we tracked the evolution of multiple cellular compartments within individual lesions during first-line treatment response, relapse, and second-line therapeutic interventions in an autochthonous model of melanoma. We discovered that although treatment-relapsed tumors remained genetically stable, they converged on a shared resistance phenotype characterized by dramatic changes in tumor cell differentiation state, immune infiltration, and extracellular matrix (ECM) composition. Similar alterations in tumor cell differentiation were also observed in more than half of our treatment-relapsed patient tumors. Tumor cell-state changes were coincident with ECM remodeling and increased tumor stiffness, which alone was sufficient to alter tumor cell fate and reduce treatment responses in melanoma cell lines in vitro. Despite the absence of acquired mutations in the targeted pathway, resistant tumors showed significantly decreased responsiveness to second-line therapy intervention within the same pathway. The ability to preclinically model relapse and refractory settings-while capturing dynamics within and crosstalk between all relevant tumor compartments-provides a unique opportunity to better design and sequence appropriate clinical interventions.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/genetics , Extracellular Matrix/pathology , Melanoma/drug therapy , Melanoma/pathology , Animals , Azetidines/pharmacology , Biomarkers, Tumor/genetics , Cell Line, Tumor , DNA Copy Number Variations/genetics , Drug Resistance, Neoplasm/physiology , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Melanoma/genetics , Mice , Mice, Inbred C57BL , Mice, Transgenic , Mutation/genetics , Piperidines/pharmacology , Proto-Oncogene Proteins B-raf/genetics , Vemurafenib/pharmacology , Exome Sequencing
19.
Cancer Cell ; 35(2): 238-255.e6, 2019 02 11.
Article in English | MEDLINE | ID: mdl-30753825

ABSTRACT

Cancer immunotherapies provide survival benefits in responding patients, but many patients fail to respond. Identifying the biology of treatment response and resistance are a priority to optimize drug selection and improve patient outcomes. We performed transcriptomic and immune profiling on 158 tumor biopsies from melanoma patients treated with anti-PD-1 monotherapy (n = 63) or combined anti-PD-1 and anti-CTLA-4 (n = 57). These data identified activated T cell signatures and T cell populations in responders to both treatments. Further mass cytometry analysis identified an EOMES+CD69+CD45RO+ effector memory T cell phenotype that was significantly more abundant in responders to combined immunotherapy compared with non-responders (n = 18). The gene expression profile of this population was associated with longer progression-free survival in patients treated with single agent and greater tumor shrinkage in both treatments.


Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Agents, Immunological/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , CTLA-4 Antigen/antagonists & inhibitors , Ipilimumab/administration & dosage , Lymphocytes, Tumor-Infiltrating/drug effects , Melanoma/drug therapy , Nivolumab/administration & dosage , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Skin Neoplasms/drug therapy , T-Lymphocytes/drug effects , Aged , Antigens, CD/immunology , Antigens, Differentiation, T-Lymphocyte/immunology , CTLA-4 Antigen/immunology , Drug Resistance, Neoplasm , Female , Humans , Immunologic Memory/drug effects , Lectins, C-Type/immunology , Leukocyte Common Antigens/immunology , Lymphocytes, Tumor-Infiltrating/immunology , Male , Melanoma/genetics , Melanoma/immunology , Melanoma/pathology , Middle Aged , Phenotype , Programmed Cell Death 1 Receptor/immunology , Retrospective Studies , Signal Transduction/drug effects , Skin Neoplasms/genetics , Skin Neoplasms/immunology , Skin Neoplasms/pathology , T-Lymphocytes/immunology , Treatment Outcome , Tumor Burden/drug effects
20.
Clin Cancer Res ; 25(4): 1272-1279, 2019 02 15.
Article in English | MEDLINE | ID: mdl-30630828

ABSTRACT

PURPOSE: BRAF V600E and V600K melanomas have distinct clinicopathologic features, and V600K appear to be less responsive to BRAFi±MEKi. We investigated mechanisms for this and explored whether genotype affects response to immunotherapy. EXPERIMENTAL DESIGN: Pretreatment formalin-fixed paraffin-embedded tumors from patients treated with BRAFi±MEKi underwent gene expression profiling and DNA sequencing. Molecular results were validated using The Cancer Genome Atlas (TCGA) data. An independent cohort of V600E/K patients treated with anti-PD-1 immunotherapy was examined. RESULTS: Baseline tissue and clinical outcome with BRAFi±MEKi were studied in 93 patients (78 V600E, 15 V600K). V600K patients had numerically less tumor regression (median, -31% vs. -52%, P = 0.154) and shorter progression-free survival (PFS; median, 5.7 vs. 7.1 months, P = 0.15) compared with V600E. V600K melanomas had lower expression of the ERK pathway feedback regulator dual-specificity phosphatase 6, confirmed with TCGA data (116 V600E, 17 V600K). Pathway analysis showed V600K had lower expression of ERK and higher expression of PI3K-AKT genes than V600E. Higher mutational load was observed in V600K, with a higher proportion of mutations in PIK3R1 and tumor-suppressor genes. In patients treated with anti-PD-1, V600K (n = 19) had superior outcomes than V600E (n = 84), including response rate (53% vs. 29%, P = 0.059), PFS (median, 19 vs. 2.7 months, P = 0.049), and overall survival (20.4 vs. 11.7 months, P = 0.081). CONCLUSIONS: BRAF V600K melanomas appear to benefit less from BRAFi±MEKi than V600E, potentially due to less reliance on ERK pathway activation and greater use of alternative pathways. In contrast, these melanomas have higher mutational load and respond better to immunotherapy.


Subject(s)
Immunotherapy , Melanoma/therapy , Protein Kinase Inhibitors/administration & dosage , Proto-Oncogene Proteins B-raf/genetics , Female , Humans , MAP Kinase Signaling System/drug effects , Male , Melanoma/genetics , Melanoma/immunology , Melanoma/pathology , Middle Aged , Mutant Proteins/genetics , Mutation/genetics , Oncogene Protein v-akt/genetics , Phosphatidylinositol 3-Kinases/genetics , Protein Kinase Inhibitors/adverse effects , Signal Transduction/drug effects , Treatment Outcome
SELECTION OF CITATIONS
SEARCH DETAIL
...