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1.
Genome Res ; 32(6): 1183-1198, 2022 06.
Article in English | MEDLINE | ID: mdl-35609992

ABSTRACT

Over a thousand different transcription factors (TFs) bind with varying occupancy across the human genome. Chromatin immunoprecipitation (ChIP) can assay occupancy genome-wide, but only one TF at a time, limiting our ability to comprehensively observe the TF occupancy landscape, let alone quantify how it changes across conditions. We developed TF occupancy profiler (TOP), a Bayesian hierarchical regression framework, to profile genome-wide quantitative occupancy of numerous TFs using data from a single chromatin accessibility experiment (DNase- or ATAC-seq). TOP is supervised, and its hierarchical structure allows it to predict the occupancy of any sequence-specific TF, even those never assayed with ChIP. We used TOP to profile the quantitative occupancy of hundreds of sequence-specific TFs at sites throughout the genome and examined how their occupancies changed in multiple contexts: in approximately 200 human cell types, through 12 h of exposure to different hormones, and across the genetic backgrounds of 70 individuals. TOP enables cost-effective exploration of quantitative changes in the landscape of TF binding.


Subject(s)
Chromatin , Transcription Factors , Bayes Theorem , Binding Sites/genetics , Chromatin/genetics , Genome, Human , Humans , Protein Binding , Transcription Factors/metabolism
2.
Prostate ; 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39252459

ABSTRACT

BACKGROUND: The PARP inhibitor (PARPi) olaparib is approved for homologous recombination repair (HRR) gene-altered metastatic castration-resistant prostate cancer (mCRPC). However, there is significant heterogeneity in response to PARPi in patients with mCRPC. Better clinical biomarkers are needed to identify patients likely to benefit from PARPi. METHODS: Patients with prostate adenocarcinoma and panel sequencing at Dana-Farber Cancer Institute were identified. Mutational signature analysis was performed using SigMA to characterize tumors as HRR deficient (HRD). The validity of SigMA to identify patients likely to benefit from olaparib was compared to the current FDA label (presence of a deleterious alteration in one of 14 HRR genes). RESULTS: 546 patients were identified, of which 34% were HRD. Among patients with HRR gene alterations, only patients with BRCA2 two-copy loss (2CL) were more likely to be HRD compared to patients without HRR gene alterations (74% vs 31%; P = 9.1 × 10-7). 28 patients with mCRPC received olaparib, of which 13 were HRD and 9 had BRCA2 2CL. SigMA improved upon the current FDA label for predicting PSA50 (sensitivity: 100% vs 90%; specificity: 83% vs 44%; PPV: 77% vs 47%; NPV: 100% vs 89%) and rPFS > 6 months (sensitivity: both 92%; specificity: 93% vs 53%; PPV: 92% vs 63%; NPV: 93% vs 89%). On multivariate analysis, incorporating prognostic clinical factors and HR gene alterations, SigMA-predicted HRD independently associated with improved PSA-PFS (HR = 0.086, p = 0.00082) and rPFS (HR = 0.078, p = 0.0070). CONCLUSIONS: SigMA-predicted HRD may better identify patients likely to benefit from olaparib as compared to the current FDA label. Larger studies are needed for further validation.

3.
PLoS Genet ; 8(6): e1002789, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22761590

ABSTRACT

Understanding the molecular basis for phenotypic differences between humans and other primates remains an outstanding challenge. Mutations in non-coding regulatory DNA that alter gene expression have been hypothesized as a key driver of these phenotypic differences. This has been supported by differential gene expression analyses in general, but not by the identification of specific regulatory elements responsible for changes in transcription and phenotype. To identify the genetic source of regulatory differences, we mapped DNaseI hypersensitive (DHS) sites, which mark all types of active gene regulatory elements, genome-wide in the same cell type isolated from human, chimpanzee, and macaque. Most DHS sites were conserved among all three species, as expected based on their central role in regulating transcription. However, we found evidence that several hundred DHS sites were gained or lost on the lineages leading to modern human and chimpanzee. Species-specific DHS site gains are enriched near differentially expressed genes, are positively correlated with increased transcription, show evidence of branch-specific positive selection, and overlap with active chromatin marks. Species-specific sequence differences in transcription factor motifs found within these DHS sites are linked with species-specific changes in chromatin accessibility. Together, these indicate that the regulatory elements identified here are genetic contributors to transcriptional and phenotypic differences among primate species.


Subject(s)
Deoxyribonuclease I/genetics , Evolution, Molecular , Primates/genetics , Regulatory Sequences, Nucleic Acid/genetics , Transcription, Genetic , Animals , Binding Sites/genetics , Cell Line , Chromatin/genetics , Gene Expression Regulation , Genome, Human , Humans , Mutation , Nucleotide Motifs , Phenotype , Selection, Genetic , Species Specificity , Transcription Factors/genetics
4.
Clin Genitourin Cancer ; 22(2): 558-568.e3, 2024 04.
Article in English | MEDLINE | ID: mdl-38342659

ABSTRACT

INTRODUCTION/BACKGROUND: Immune checkpoint inhibitors (ICIs) have limited efficacy in prostate cancer (PCa). Better biomarkers are needed to predict responses to ICIs. We sought to demonstrate that a panel-based mutational signature identifies mismatch repair (MMR) deficient (MMRd) PCa and is a biomarker of response to pembrolizumab. PATIENTS AND METHODS: Clinico-genomic data was obtained for 2664 patients with PCa sequenced at Dana-Farber Cancer Institute (DFCI) and Memorial Sloan Kettering (MSK). Clinical outcomes were collected for patients with metastatic castration-resistant PCa (mCRPC) treated with pembrolizumab at DFCI. SigMA was used to characterize tumors as MMRd or MMR proficient (MMRp). The concordance between MMRd with microsatellite instability (MSI-H) was assessed. Radiographic progression-free survival (rPFS) and overall survival (OS) were collected for patients treated with pembrolizumab. Event-time distributions were estimated using Kaplan-Meier methodology. RESULTS: Across both cohorts, 100% (DFCI: 12/12; MSK: 43/43) of MSI-H tumors were MMRd. However, 14% (2/14) and 9.1% (6/66) of MMRd tumors in the DFCI and MSK cohorts respectively were microsatellite stable (MSS), and 26% (17/66) were MSI-indeterminate in the MSK cohort. Among patients treated with pembrolizumab, those with MMRd (n = 5) versus MMRp (n = 14) mCRPC experienced markedly improved rPFS (HR = 0.088, 95% CI: 0.011-0.70; P = .0064) and OS (HR = 0.11, 95% CI: 0.014-0.80; P = .010) from start of treatment. Four patients with MMRd experienced remissions of >= 2.5 years. CONCLUSION: SigMA detects additional cases of MMRd as compared to MSI testing in PCa and identifies patients likely to experience durable response to pembrolizumab.


Subject(s)
Brain Neoplasms , Colorectal Neoplasms , Neoplastic Syndromes, Hereditary , Prostatic Neoplasms, Castration-Resistant , Male , Humans , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/genetics , Antibodies, Monoclonal, Humanized/therapeutic use , Neoplastic Syndromes, Hereditary/chemically induced , Neoplastic Syndromes, Hereditary/drug therapy
5.
Prostate ; 73(7): 754-62, 2013 May.
Article in English | MEDLINE | ID: mdl-23192356

ABSTRACT

BACKGROUND: Resveratrol increases lifespan and decreases the risk of many cancers. We hypothesized resveratrol will slow the growth of human prostate cancer xenografts. METHODS: SCID mice were fed Western diet (40% fat, 44% carbohydrate, 16% protein by kcal). One week later, human prostate cancer cells, either LAPC-4 (151 mice) or LNCaP (94 mice) were injected subcutaneously. Three weeks after injection, LAPC-4 mice were randomized to Western diet (control group), Western diet plus resveratrol 50 mg/kg/day, or Western diet plus resveratrol 100 mg/kg/day. The LNCaP mice were randomized to Western diet or Western diet plus resveratrol 50 mg/kg/day. Mice were sacrificed when tumors reached 1,000 mm(3). Survival differences among groups were assessed using Cox proportional hazards. Serum insulin and IGF axis were assessed using ELISAs. Gene expression was analyzed using Affymetrix gene arrays. RESULTS: Compared to control in the LAPC-4 study, resveratrol was associated with decreased survival (50 mg/kg/day--HR 1.53, P = 0.04; 100 mg/kg/day--HR 1.22, P = 0.32). In the LNCaP study, resveratrol did not change survival (HR 0.77, P = 0.22). In combined analysis of both resveratrol 50 mg/kg/day groups, IGF-1 was decreased (P = 0.05) and IGFBP-2 was increased (P = 0.01). Resveratrol induced different patterns of gene expression changes in each xenograft model, with upregulation of oncogenic pathways E2F3 and beta-catenin in LAPC-4 tumors. CONCLUSION: Resveratrol was associated with significantly worse survival with LAPC-4 tumors, but unchanged survival with LNCaP. Based on these preliminary data that resveratrol may be harmful, caution should be advised in using resveratrol for patients until further studies can be conducted.


Subject(s)
Antioxidants/adverse effects , Gene Expression Regulation, Neoplastic/drug effects , Insulin-Like Growth Factor Binding Proteins/blood , Insulin/blood , Prostatic Neoplasms/mortality , Stilbenes/adverse effects , Animals , Antioxidants/administration & dosage , Cell Line, Tumor , Enzyme-Linked Immunosorbent Assay , Gene Expression , Humans , Male , Mice , Mice, SCID , Proportional Hazards Models , Prostatic Neoplasms/genetics , Resveratrol , Stilbenes/administration & dosage , Survival Analysis , Xenograft Model Antitumor Assays
6.
Curr Opin Urol ; 23(3): 220-9, 2013 May.
Article in English | MEDLINE | ID: mdl-23511791

ABSTRACT

PURPOSE OF REVIEW: Four new therapies have been recently approved for the treatment of men with castration-resistant prostate cancer; still, more treatment options are needed. This review summarizes the data supporting a role for novel chemotherapies including epothilones and immunomodulators (IMiDs), as well as other novel agents within the new landscape of approved therapies. RECENT FINDINGS: Epothilones are a class of chemotherapy that target microtubule disassembly, similar to taxanes. Results from phase II studies demonstrating a positive impact on serum prostate-specific antigen for patupilone and sagopilone, current epothilones in development, along with those of ixabepilone, are comparable with historical response rates to docetaxel, the current first-line chemotherapy for castration-resistant disease. IMiDs, including lenalidamide and thalidomide, are also in active development in castration-resistant prostate cancer. A recent phase III study evaluating the combination of lenalidomide and docetaxel revealed decreased overall survival relative to docetaxel alone; however, additional trials are currently recruiting to investigate lenalidomide in various other combination regimens. SUMMARY: Epothilones could be efficacious as an additional therapy in patients who respond to docetaxel chemotherapy. A role for IMiDs, perhaps in combination with chemotherapy or androgen pathway inhibitors, remains to be elucidated.


Subject(s)
Androgen Antagonists/therapeutic use , Antineoplastic Agents, Hormonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Drug Resistance, Neoplasm , Neoplasms, Hormone-Dependent/drug therapy , Orchiectomy , Prostatic Neoplasms/drug therapy , Animals , Drug Design , Epothilones/therapeutic use , Humans , Immunologic Factors/therapeutic use , Immunotherapy/methods , Male , Microtubules/drug effects , Neoplasms, Hormone-Dependent/immunology , Neoplasms, Hormone-Dependent/metabolism , Neoplasms, Hormone-Dependent/surgery , Prostatic Neoplasms/immunology , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/surgery , Receptors, Androgen/drug effects , Receptors, Androgen/metabolism , Signal Transduction/drug effects , Treatment Outcome , Tubulin Modulators/therapeutic use , Tumor Microenvironment/drug effects
7.
bioRxiv ; 2023 Mar 25.
Article in English | MEDLINE | ID: mdl-36993558

ABSTRACT

The extent to which clinical and genomic characteristics associate with prostate cancer clonal architecture, tumor evolution, and therapeutic response remains unclear. Here, we reconstructed the clonal architecture and evolutionary trajectories of 845 prostate cancer tumors with harmonized clinical and molecular data. We observed that tumors from patients who self-reported as Black had more linear and monoclonal architectures, despite these men having higher rates of biochemical recurrence. This finding contrasts with prior observations relating polyclonal architecture to adverse clinical outcomes. Additionally, we utilized a novel approach to mutational signature analysis that leverages clonal architecture to uncover additional cases of homologous recombination and mismatch repair deficiency in primary and metastatic tumors and link the origin of mutational signatures to specific subclones. Broadly, prostate cancer clonal architecture analysis reveals novel biological insights that may be immediately clinically actionable and provide multiple opportunities for subsequent investigation. Statement of significance: Tumors from patients who self-reported as Black demonstrate linear and monoclonal evolutionary trajectories yet experience higher rates of biochemical recurrence. In addition, analysis of clonal and subclonal mutational signatures identifies additional tumors with potentially actionable alterations such as deficiencies in mismatch repair and homologous recombination.

8.
Eur Urol Oncol ; 2023 Dec 09.
Article in English | MEDLINE | ID: mdl-38072760

ABSTRACT

BACKGROUND AND OBJECTIVE: BRCA2 mutations in metastatic castration-resistant prostate cancer (mCRPC) confer sensitivity to poly (ADP-ribose) polymerase (PARP) inhibitors. However, additional factors predicting PARP inhibitor efficacy in mCRPC are needed. Preclinical studies support a relationship between speckle-type POZ protein (SPOP) inactivation and PARP inhibitor sensitivity. We hypothesized that SPOP mutations may predict enhanced PARP inhibitor response in BRCA2-altered mCRPC. METHODS: We conducted a multicenter retrospective study involving 13 sites. We identified 131 patients with BRCA2-altered mCRPC treated with PARP inhibitors, 14 of which also carried concurrent SPOP mutations. The primary efficacy endpoint was prostate-specific antigen (PSA) response rate (≥50% PSA decline). The secondary endpoints were biochemical progression-free survival (PSA-PFS), clinical/radiographic progression-free survival (PFS), and overall survival (OS). These were compared by multivariable Cox proportional hazard models adjusting for age, tumor stage, baseline PSA level, Gleason sum, prior therapies, BRCA2 alteration types, and co-occurring mutations. KEY FINDINGS AND LIMITATIONS: Baseline characteristics were similar between groups. PSA responses were observed in 60% (70/117) of patients with BRCA2mut/SPOPwt disease and in 86% (12/14) of patients with BRCA2mut/SPOPmut disease (p = 0.06). The median time on PARP inhibitor treatment was 24.0 mo (95% confidence interval [CI] 19.2 mo to not reached) in this group versus 8.0 mo (95% CI 6.1-10.9 mo) in patients with BRCA2 mutation alone (p = 0.05). In an unadjusted analysis, patients with BRCA2mut/SPOPmut disease experienced longer PSA-PFS (hazard ratio [HR] 0.33 [95% CI 0.15-0.72], p = 0.005) and clinical/radiographic PFS (HR 0.4 [95% CI 0.18-0.86], p = 0.02), and numerically longer OS (HR 0.4 [95% CI 0.15-1.12], p = 0.08). In a multivariable analysis including histology, Gleason sum, prior taxane, prior androgen receptor pathway inhibitor, stage, PSA, BRCA2 alteration characteristics, and other co-mutations, patients with BRCA2mut/SPOPmut disease experienced longer PSA-PFS (HR 0.16 [95% CI 0.05-0.47], adjusted p = 0.001), clinical/radiographic PFS (HR 0.28 [95% CI 0.1-0.81], adjusted p = 0.019), and OS (HR 0.19 [95% CI 0.05-0.69], adjusted p = 0.012). In a separate cohort of patients not treated with a PARP inhibitor, there was no difference in OS between patients with BRCA2mut/SPOPmut versus BRCA2mut/SPOPwt disease (HR 0.97 [95% CI 0.40-2.4], p = 0.94). In a genomic signature analysis, Catalog of Somatic Mutations in Cancer (COSMIC) SBS3 scores predictive of homologous recombination repair (HRR) defects were higher for BRCA2mut/SPOPmut than for BRCA2mut/SPOPwt disease (p = 0.04). This was a retrospective study, and additional prospective validation cohorts are needed. CONCLUSIONS AND CLINICAL IMPLICATIONS: In this retrospective analysis, PARP inhibitors appeared more effective in patients with BRCA2mut/SPOPmut than in patients with BRCA2mut/SPOPwt mCRPC. This may be related to an increase in HRR defects in coaltered disease. PATIENT SUMMARY: In this study, we demonstrate that co-alteration of both BRCA2 and SPOP predicts superior clinical outcomes to treatment with poly (ADP-ribose) polymerase (PARP) inhibitors than BRCA2 alteration without SPOP mutation.

9.
JCO Precis Oncol ; 6: e2200329, 2022 Aug.
Article in English | MEDLINE | ID: mdl-36103646

ABSTRACT

PURPOSE: Guidelines recommend somatic and germline testing for men with advanced prostate cancer (PCa). Barriers to widespread implementation result in underutilization of germline testing. Somatic testing alone risks missing pathogenic germline variants (PGVs). We sought to determine whether the addition of germline testing to tumor-only sequencing improves detection of PGVs in men with advanced PCa. Secondarily, we sought to define the added value of combining somatic and germline testing to optimize detection of clinically actionable alterations. PATIENTS AND METHODS: We analyzed results of independent germline testing and tumor-only sequencing from 100 men with advanced PCa from a prospective clinical trial (ClinicalTrials.gov identifier: NCT03328091). The primary outcome was the proportion of PGVs not reported with tumor-only sequencing. The secondary outcome was the association of locus-specific loss of heterozygosity for PGVs in homologous recombination genes with clinical-genomic features. RESULTS: In the 100 men who underwent germline testing and tumor-only sequencing, 24 PGVs were identified, 17 of which were clinically actionable, in 23 patients. Tumor-only sequencing failed to report four (17%) of the PGVs. One additional PGV (4.2%) had variant allele frequency on tumor-sequencing below the threshold for follow-up germline testing. When integrating tumor-only sequencing with germling testing results, 33% of patients harbored clinically actionable alterations. Rates of locus-specific loss of heterozygosity were higher for BRCA2 PGVs in castration-resistant PCa than PGVs in other homologous recombination genes in hormone-sensitive PCa (P = .029). CONCLUSION: Tumor-only sequencing failed to report more than 20% of PGVs in men with advanced PCa. These findings strongly support guideline recommendations for universal germline and somatic testing in this population. Combining tumor and germline sequencing doubled the chance of detecting a clinically actionable alteration.


Subject(s)
Germ-Line Mutation , Prostatic Neoplasms , Germ Cells/pathology , Germ-Line Mutation/genetics , Humans , Male , Prospective Studies , Prostatic Neoplasms/diagnosis , Sequence Analysis
10.
Cell Genom ; 2(9)2022 Sep 14.
Article in English | MEDLINE | ID: mdl-36177448

ABSTRACT

Molecular profiling studies have enabled discoveries for metastatic prostate cancer (MPC) but have predominantly occurred in academic medical institutions and involved non-representative patient populations. We established the Metastatic Prostate Cancer Project (MPCproject, mpcproject.org), a patient-partnered initiative to involve patients with MPC living anywhere in the US and Canada in molecular research. Here, we present results from our partnership with the first 706 MPCproject participants. While 41% of patient partners live in rural, physician-shortage, or medically underserved areas, the MPCproject has not yet achieved racial diversity, a disparity that demands new initiatives detailed herein. Among molecular data from 333 patient partners (572 samples), exome sequencing of 63 tumor and 19 cell-free DNA (cfDNA) samples recapitulated known findings in MPC, while inexpensive ultra-low-coverage sequencing of 318 cfDNA samples revealed clinically relevant AR amplifications. This study illustrates the power of a growing, longitudinal partnership with patients to generate a more representative understanding of MPC.

11.
Nat Cell Biol ; 23(11): 1187-1198, 2021 11.
Article in English | MEDLINE | ID: mdl-34737445

ABSTRACT

How cancer cells adapt to evade the therapeutic effects of drugs targeting oncogenic drivers is poorly understood. Here we report an epigenetic mechanism leading to the adaptive resistance of triple-negative breast cancer (TNBC) to fibroblast growth factor receptor (FGFR) inhibitors. Prolonged FGFR inhibition suppresses the function of BRG1-dependent chromatin remodelling, leading to an epigenetic state that derepresses YAP-associated enhancers. These chromatin changes induce the expression of several amino acid transporters, resulting in increased intracellular levels of specific amino acids that reactivate mTORC1. Consistent with this mechanism, addition of mTORC1 or YAP inhibitors to FGFR blockade synergistically attenuated the growth of TNBC patient-derived xenograft models. Collectively, these findings reveal a feedback loop involving an epigenetic state transition and metabolic reprogramming that leads to adaptive therapeutic resistance and provides potential therapeutic strategies to overcome this mechanism of resistance.


Subject(s)
Antineoplastic Agents/pharmacology , Chromosomal Proteins, Non-Histone/metabolism , Drug Resistance, Neoplasm , Phenylurea Compounds/pharmacology , Pyrimidines/pharmacology , Receptors, Fibroblast Growth Factor/antagonists & inhibitors , Transcription Factors/metabolism , Triple Negative Breast Neoplasms/drug therapy , YAP-Signaling Proteins/metabolism , Amino Acids/metabolism , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Cell Line, Tumor , Chromatin Assembly and Disassembly , Chromosomal Proteins, Non-Histone/genetics , DNA Helicases/genetics , DNA Helicases/metabolism , Drug Resistance, Neoplasm/genetics , Drug Synergism , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , Humans , Mechanistic Target of Rapamycin Complex 1/antagonists & inhibitors , Mechanistic Target of Rapamycin Complex 1/genetics , Mechanistic Target of Rapamycin Complex 1/metabolism , Molecular Targeted Therapy , Multiprotein Complexes , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Receptors, Fibroblast Growth Factor/metabolism , Signal Transduction , Transcription Factors/genetics , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/pathology , Xenograft Model Antitumor Assays , YAP-Signaling Proteins/antagonists & inhibitors , YAP-Signaling Proteins/genetics
12.
Cell Rep ; 36(10): 109665, 2021 09 07.
Article in English | MEDLINE | ID: mdl-34496240

ABSTRACT

High-risk localized prostate cancer (HRLPC) is associated with a substantial risk of recurrence and disease mortality. Recent clinical trials have shown that intensifying anti-androgen therapies administered before prostatectomy can induce pathologic complete responses or minimal residual disease, called exceptional response, although the molecular determinants of these clinical outcomes are largely unknown. Here, we perform whole-exome and transcriptome sequencing on pre-treatment multi-regional tumor biopsies from exceptional responders (ERs) and non-responders (NRs, pathologic T3 or lymph node-positive disease) to intensive neoadjuvant anti-androgen therapies. Clonal SPOP mutation and SPOPL copy-number loss are exclusively observed in ERs, while clonal TP53 mutation and PTEN copy-number loss are exclusively observed in NRs. Transcriptional programs involving androgen signaling and TGF-ß signaling are enriched in ERs and NRs, respectively. These findings may guide prospective validation studies of these molecular features in large HRLPC clinical cohorts treated with neoadjuvant anti-androgens to improve patient stratification.


Subject(s)
Androgen Antagonists/therapeutic use , Nuclear Proteins/drug effects , Prostate-Specific Antigen/drug effects , Prostatic Neoplasms/drug therapy , Repressor Proteins/drug effects , Adaptor Proteins, Vesicular Transport , Antineoplastic Agents, Hormonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Humans , Male , Neoadjuvant Therapy/methods , Prostatectomy/methods , Prostatic Neoplasms/pathology , Risk
13.
Cancer Cell ; 39(5): 649-661.e5, 2021 05 10.
Article in English | MEDLINE | ID: mdl-33711272

ABSTRACT

Immune checkpoint blockade (ICB) results in durable disease control in a subset of patients with advanced renal cell carcinoma (RCC), but mechanisms driving resistance are poorly understood. We characterize the single-cell transcriptomes of cancer and immune cells from metastatic RCC patients before or after ICB exposure. In responders, subsets of cytotoxic T cells express higher levels of co-inhibitory receptors and effector molecules. Macrophages from treated biopsies shift toward pro-inflammatory states in response to an interferon-rich microenvironment but also upregulate immunosuppressive markers. In cancer cells, we identify bifurcation into two subpopulations differing in angiogenic signaling and upregulation of immunosuppressive programs after ICB. Expression signatures for cancer cell subpopulations and immune evasion are associated with PBRM1 mutation and survival in primary and ICB-treated advanced RCC. Our findings demonstrate that ICB remodels the RCC microenvironment and modifies the interplay between cancer and immune cell populations critical for understanding response and resistance to ICB.


Subject(s)
Carcinoma, Renal Cell/therapy , Immunologic Factors/immunology , Immunotherapy , Kidney Neoplasms/therapy , Tumor Microenvironment/immunology , Carcinoma, Renal Cell/immunology , Carcinoma, Renal Cell/pathology , DNA-Binding Proteins/immunology , Humans , Immunotherapy/methods , Kidney Neoplasms/immunology , Kidney Neoplasms/pathology , Transcription Factors/immunology
14.
Cancer Discov ; 11(6): 1524-1541, 2021 06.
Article in English | MEDLINE | ID: mdl-33589424

ABSTRACT

Immune checkpoint blockade (ICB) therapy revolutionized cancer treatment, but many patients with impaired MHC-I expression remain refractory. Here, we combined FACS-based genome-wide CRISPR screens with a data-mining approach to identify drugs that can upregulate MHC-I without inducing PD-L1. CRISPR screening identified TRAF3, a suppressor of the NFκB pathway, as a negative regulator of MHC-I but not PD-L1. The Traf3-knockout gene expression signature is associated with better survival in ICB-naïve patients with cancer and better ICB response. We then screened for drugs with similar transcriptional effects as this signature and identified Second Mitochondria-derived Activator of Caspase (SMAC) mimetics. We experimentally validated that the SMAC mimetic birinapant upregulates MHC-I, sensitizes cancer cells to T cell-dependent killing, and adds to ICB efficacy. Our findings provide preclinical rationale for treating tumors expressing low MHC-I expression with SMAC mimetics to enhance sensitivity to immunotherapy. The approach used in this study can be generalized to identify other drugs that enhance immunotherapy efficacy. SIGNIFICANCE: MHC-I loss or downregulation in cancer cells is a major mechanism of resistance to T cell-based immunotherapies. Our study reveals that birinapant may be used for patients with low baseline MHC-I to enhance ICB response. This represents promising immunotherapy opportunities given the biosafety profile of birinapant from multiple clinical trials.This article is highlighted in the In This Issue feature, p. 1307.


Subject(s)
Immune Checkpoint Inhibitors/therapeutic use , Neoplasms/drug therapy , B7-H1 Antigen/metabolism , Data Mining , Gene Expression Profiling , Histocompatibility Antigens Class I/metabolism , Humans , Immune Checkpoint Inhibitors/pharmacology , Immunotherapy , Tumor Microenvironment/drug effects
15.
Nat Med ; 27(3): 426-433, 2021 03.
Article in English | MEDLINE | ID: mdl-33664492

ABSTRACT

Metastatic castration-resistant prostate cancer is typically lethal, exhibiting intrinsic or acquired resistance to second-generation androgen-targeting therapies and minimal response to immune checkpoint inhibitors1. Cellular programs driving resistance in both cancer and immune cells remain poorly understood. We present single-cell transcriptomes from 14 patients with advanced prostate cancer, spanning all common metastatic sites. Irrespective of treatment exposure, adenocarcinoma cells pervasively coexpressed multiple androgen receptor isoforms, including truncated isoforms hypothesized to mediate resistance to androgen-targeting therapies2,3. Resistance to enzalutamide was associated with cancer cell-intrinsic epithelial-mesenchymal transition and transforming growth factor-ß signaling. Small cell carcinoma cells exhibited divergent expression programs driven by transcriptional regulators promoting lineage plasticity and HOXB5, HOXB6 and NR1D2 (refs. 4-6). Additionally, a subset of patients had high expression of dysfunction markers on cytotoxic CD8+ T cells undergoing clonal expansion following enzalutamide treatment. Collectively, the transcriptional characterization of cancer and immune cells from human metastatic castration-resistant prostate cancer provides a basis for the development of therapeutic approaches complementing androgen signaling inhibition.


Subject(s)
Antineoplastic Agents/pharmacology , Prostatic Neoplasms, Castration-Resistant/therapy , Transcription, Genetic/drug effects , Biopsy , CD8-Positive T-Lymphocytes/immunology , Drug Resistance, Neoplasm/drug effects , Epithelial-Mesenchymal Transition/drug effects , Humans , Male , Prostatic Neoplasms, Castration-Resistant/immunology , Prostatic Neoplasms, Castration-Resistant/pathology , Receptors, Androgen/metabolism
16.
Nat Commun ; 12(1): 5775, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34599169

ABSTRACT

Neuroendocrine carcinomas (NEC) are tumors expressing markers of neuronal differentiation that can arise at different anatomic sites but have strong histological and clinical similarities. Here we report the chromatin landscapes of a range of human NECs and show convergence to the activation of a common epigenetic program. With a particular focus on treatment emergent neuroendocrine prostate cancer (NEPC), we analyze cell lines, patient-derived xenograft (PDX) models and human clinical samples to show the existence of two distinct NEPC subtypes based on the expression of the neuronal transcription factors ASCL1 and NEUROD1. While in cell lines and PDX models these subtypes are mutually exclusive, single-cell analysis of human clinical samples exhibits a more complex tumor structure with subtypes coexisting as separate sub-populations within the same tumor. These tumor sub-populations differ genetically and epigenetically contributing to intra- and inter-tumoral heterogeneity in human metastases. Overall, our results provide a deeper understanding of the shared clinicopathological characteristics shown by NECs. Furthermore, the intratumoral heterogeneity of human NEPCs suggests the requirement of simultaneous targeting of coexisting tumor populations as a therapeutic strategy.


Subject(s)
Carcinoma, Neuroendocrine/genetics , Prostatic Neoplasms/genetics , Transcription Factors/metabolism , Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , Chromatin/genetics , Chromatin/metabolism , Epigenesis, Genetic/genetics , Gene Expression Regulation, Neoplastic/genetics , Gene Expression Regulation, Neoplastic/physiology , Humans , Male , Transcription Factors/genetics
17.
JAMA Oncol ; 4(1): 105-117, 2018 Jan 01.
Article in English | MEDLINE | ID: mdl-28570732

ABSTRACT

IMPORTANCE: With the growing use of oral chemotherapy, there is an urgent need to develop safe and effective systems to administer and manage these agents. A comprehensive synthesis of literature on oral chemotherapy care delivery programs to which clinicians can look for best practices is lacking. OBJECTIVE: To summarize the peer-reviewed and gray literature on interventions to improve oral chemotherapy care delivery toward describing best practices and identifying current gaps. EVIDENCE REVIEW: Using search terms pertaining to the concepts of oral chemotherapy, cancer, and interventions and outcomes, we performed a systematic review of PubMed, EMBASE, and CINAHL from January 1995 to May 24, 2016, to identify oral chemotherapy intervention programs. We searched the gray literature from January 1995 through February 2016 and contacted gray literature authors for further information. Four physician abstractors reviewed the titles, abstracts, and articles. Quality of the articles was assessed using SQUIRE2 guidelines. Interventions were evaluated in the categories of prescribing, preparation/dispensing, education, administration, monitoring, and storage/disposal. The population of interest included all ages and was limited to traditional cytotoxic and targeted anticancer oral agents. FINDINGS: From 7984 abstracts identified in the peer-reviewed literature search, 16 full-text articles met inclusion criteria representing 3612 patients. Interventions focused on prescribing (n = 1), preparation/dispensing (n = 2), education (n = 11), administration (n = 5), monitoring (n = 14), and storage/disposal (n = 1). In the 10 articles with adherence as the primary outcome, 4 evaluation methods were used. Most improvements were seen in toxic effects/safety compared with adherence. Of the 7 interventions with statistically significant improvement in the primary outcome, 3 nursing phone calls to contact patients within the first few days after treatment initiation, 2 of them with standardized toxic effects management protocols. Interventions using technology to increase touch points between care teams and patients (including video directly observed therapy, automated voice response, and text messages) were not effective. CONCLUSIONS AND RELEVANCE: A framework for the oral chemotherapy management process with standardized outcome definitions is needed to ensure constructive research. Existing data suggest that a monitoring program should include personal contact with patients within the first weeks of treatment. Whether such contact can be enhanced by technology is uncertain.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Clinical Trials as Topic , Delivery of Health Care/standards , Neoplasms/drug therapy , Quality Improvement , Administration, Oral , Clinical Trials as Topic/methods , Clinical Trials as Topic/standards , Clinical Trials as Topic/statistics & numerical data , Humans , Medication Adherence/statistics & numerical data , Neoplasms/epidemiology , Quality of Health Care , Research Design
19.
J Clin Invest ; 123(11): 4786-98, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24216509

ABSTRACT

Growth factors and their receptors coordinate neuronal differentiation during development, yet their roles in the pediatric tumor neuroblastoma remain unclear. Comparison of mRNA from benign neuroblastic tumors and neuroblastomas revealed that expression of the type III TGF-ß receptor (TGFBR3) decreases with advancing stage of neuroblastoma and this loss correlates with a poorer prognosis. Patients with MYCN oncogene amplification and low TGFBR3 expression were more likely to have an adverse outcome. In vitro, TßRIII expression was epigenetically suppressed by MYCN-mediated recruitment of histone deacetylases to regions of the TGFBR3 promoter. TßRIII bound FGF2 and exogenous FGFR1, which promoted neuronal differentiation of neuroblastoma cells. TßRIII and FGF2 cooperated to induce expression of the transcription factor inhibitor of DNA binding 1 via Erk MAPK. TßRIII-mediated neuronal differentiation suppressed cell proliferation in vitro as well as tumor growth and metastasis in vivo. These studies characterize a coreceptor function for TßRIII in FGF2-mediated neuronal differentiation, while identifying potential therapeutic targets and clinical biomarkers for neuroblastoma.


Subject(s)
Fibroblast Growth Factor 2/metabolism , Neuroblastoma/genetics , Neuroblastoma/pathology , Neurons/metabolism , Neurons/pathology , Proteoglycans/genetics , Receptors, Transforming Growth Factor beta/genetics , Cell Differentiation , Cell Line, Tumor , Gene Expression , Humans , Inhibitor of Differentiation Protein 1/genetics , Inhibitor of Differentiation Protein 1/metabolism , MAP Kinase Signaling System , N-Myc Proto-Oncogene Protein , Neuroblastoma/metabolism , Nuclear Proteins/genetics , Oncogene Proteins/genetics , Protein Binding , Proteoglycans/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Neoplasm/genetics , RNA, Neoplasm/metabolism , Receptor, Fibroblast Growth Factor, Type 1/metabolism , Receptors, Transforming Growth Factor beta/metabolism , Signal Transduction
20.
Genome Biol ; 13(10): R88, 2012 Oct 03.
Article in English | MEDLINE | ID: mdl-23034120

ABSTRACT

BACKGROUND: Epigenetic mechanisms such as chromatin accessibility impact transcription factor binding to DNA and transcriptional specificity. The androgen receptor (AR), a master regulator of the male phenotype and prostate cancer pathogenesis, acts primarily through ligand-activated transcription of target genes. Although several determinants of AR transcriptional specificity have been elucidated, our understanding of the interplay between chromatin accessibility and AR function remains incomplete. RESULTS: We used deep sequencing to assess chromatin structure via DNase I hypersensitivity and mRNA abundance, and paired these datasets with three independent AR ChIP-seq datasets. Our analysis revealed qualitative and quantitative differences in chromatin accessibility that corresponded to both AR binding and an enrichment of motifs for potential collaborating factors, one of which was identified as SP1. These quantitative differences were significantly associated with AR-regulated mRNA transcription across the genome. Base-pair resolution of the DNase I cleavage profile revealed three distinct footprinting patterns associated with the AR-DNA interaction, suggesting multiple modes of AR interaction with the genome. CONCLUSIONS: In contrast with other DNA-binding factors, AR binding to the genome does not only target regions that are accessible to DNase I cleavage prior to hormone induction. AR binding is invariably associated with an increase in chromatin accessibility and, consequently, changes in gene expression. Furthermore, we present the first in vivo evidence that a significant fraction of AR binds only to half of the full AR DNA motif. These findings indicate a dynamic quantitative relationship between chromatin structure and AR-DNA binding that impacts AR transcriptional specificity.


Subject(s)
Chromatin/metabolism , Metribolone/pharmacology , Receptors, Androgen/genetics , Receptors, Androgen/metabolism , Sp1 Transcription Factor/genetics , Transcription, Genetic , Binding Sites , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Genome, Human , High-Throughput Nucleotide Sequencing/methods , Humans , Male , Sequence Analysis, DNA/methods
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