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26
result(s) for
"Choudhury, Atish D"
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CRISPR screens reveal genetic determinants of PARP inhibitor sensitivity and resistance in prostate cancer
2023
Prostate cancer harboring
BRCA1/2
mutations are often exceptionally sensitive to PARP inhibitors. However, genomic alterations in other DNA damage response genes have not been consistently predictive of clinical response to PARP inhibition. Here, we perform genome-wide CRISPR-Cas9 knockout screens in BRCA1/2-proficient prostate cancer cells and identify previously unknown genes whose loss has a profound impact on PARP inhibitor response. Specifically,
MMS22L
deletion, frequently observed (up to 14%) in prostate cancer, renders cells hypersensitive to PARP inhibitors by disrupting RAD51 loading required for homologous recombination repair, although this response is
TP53
-dependent. Unexpectedly, loss of
CHEK2
confers resistance rather than sensitivity to PARP inhibition through increased expression of BRCA2, a target of CHEK2-TP53-E2F7-mediated transcriptional repression. Combined PARP and ATR inhibition overcomes PARP inhibitor resistance caused by
CHEK2
loss. Our findings may inform the use of PARP inhibitors beyond BRCA1/2-deficient tumors and support reevaluation of current biomarkers for PARP inhibition in prostate cancer.
Identifying prostate cancer patients who may respond well to PARP inhibitors is important for their success in the clinic. Here, using a genome-wide CRISPR-Cas9 knockout screen, the authors identify
MMS22L
as a biomarker for sensitivity to PARP inhibition in BRCA1/2-proficient prostate cancer.
Journal Article
Circulating tumor DNA in advanced solid tumors: Clinical relevance and future directions
by
Parsons, Heather A
,
Cheng, Michael L
,
Hanna, Glenn J
in
Clinical decision making
,
Decision making
,
Deoxyribonucleic acid
2021
The application of genomic profiling assays using plasma circulating tumor DNA (ctDNA) is rapidly evolving in the management of patients with advanced solid tumors. Diverse plasma ctDNA technologies in both commercial and academic laboratories are in routine or emerging use. The increasing integration of such testing to inform treatment decision making by oncology clinicians has complexities and challenges but holds significant potential to substantially improve patient outcomes. In this review, the authors discuss the current role of plasma ctDNA assays in oncology care and provide an overview of ongoing research that may inform real‐world clinical applications in the near future.
Journal Article
A model combining clinical and genomic factors to predict response to PD-1/PD-L1 blockade in advanced urothelial carcinoma
by
Kwiatkowski, David J.
,
Van Allen, Eliezer M.
,
Pomerantz, Mark
in
692/4028/67/589/1336
,
692/53/2423
,
Adult
2020
Background
In metastatic urothelial carcinoma (mUC), predictive biomarkers that correlate with response to immune checkpoint inhibitors (ICIs) are lacking. Here, we interrogated genomic and clinical features associated with response to ICIs in mUC.
Methods
Sixty two mUC patients treated with ICI who had targeted tumour sequencing were studied. We examined associations between candidate biomarkers and clinical benefit (CB, any objective reduction in tumour size) versus no clinical benefit (NCB, no change or objective increase in tumour size). Both univariable and multivariable analyses for associations were conducted. A comparator cohort of 39 mUC patients treated with taxanes was analysed by using the same methodology.
Results
Nine clinical and seven genomic factors correlated with clinical outcomes in univariable analysis in the ICI cohort. Among the 16 factors, neutrophil-to-lymphocyte ratio (NLR) ≥5 (OR = 0.12, 95% CI, 0.01–1.15), visceral metastasis (OR = 0.05, 95% CI, 0.01–0.43) and single-nucleotide variant (SNV) count < 10 (OR = 0.04, 95% CI, 0.006–0.27) were identified as independent predictors of NCB to ICI in multivariable analysis (c-statistic = 0.90). None of the 16 variables were associated with clinical benefit in the taxane cohort.
Conclusions
This three-factor model includes genomic (SNV count >9) and clinical (NLR <5, lack of visceral metastasis) variables predictive for benefit to ICI but not taxane therapy for mUC. External validation of these hypothesis-generating results is warranted to enable use in routine clinical care.
Journal Article
FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA
2024
Analysis of DNA methylation in cell-free DNA reveals clinically relevant biomarkers but requires specialized protocols such as whole-genome bisulfite sequencing. Meanwhile, millions of cell-free DNA samples are being profiled by whole-genome sequencing. Here, we develop FinaleMe, a non-homogeneous Hidden Markov Model, to predict DNA methylation of cell-free DNA and, therefore, tissues-of-origin, directly from plasma whole-genome sequencing. We validate the performance with 80 pairs of deep and shallow-coverage whole-genome sequencing and whole-genome bisulfite sequencing data.
DNA methylation from cell-free DNA (cfDNA) can be profiled using whole genome bisulfite sequencing (WGBS). Here, the authors develop a computational method, FinaleMe, that predicts DNA methylation and tissues of-origin in cfDNA and validate its performance using paired deep and shallow-coverage whole-genome sequencing (WGS) and WGBS data.
Journal Article
PALB2 or BARD1 loss confers homologous recombination deficiency and PARP inhibitor sensitivity in prostate cancer
by
Dillon, Kasia M.
,
Choudhury, Atish D.
,
Bekele, Raie T.
in
631/67/589/466
,
692/53/2423
,
692/699/67/1857
2022
PARP inhibitors were recently approved for treatment of molecularly-defined subsets of metastatic castrate-resistant prostate cancer (mCRPC) patients. Although the PARP inhibitor olaparib was approved for use in patients with a mutation in one of fourteen genes, the mutation frequency of the genes varies widely in mCRPC and the impact of the less commonly altered genes on PARP inhibitor sensitivity is uncertain. We used functional approaches to directly test the impact of PALB2 and BARD1 loss on homologous recombination (HR) function and PARP inhibitor sensitivity in prostate cancer cell lines. PALB2 or BARD1 loss led to decreased HR function as measured by loss of radiation-induced Rad51 foci formation as well as decreased HR capacity in a cell-based reporter assay. PALB2 or BARD1 loss also significantly increased sensitivity to the PARP inhibitors olaparib and rucaparib across a panel of prostate cancer cell lines. These data support PALB2 and BARD1 loss as markers of clinically relevant PARP inhibitor sensitivity and highlight the potential to use functional approaches to complement and extend findings from clinical trials of targeted agents.
Journal Article
Transdermal oestrogen for advanced prostate cancer
2021
Androgen deprivation is most frequently achieved with agonists or antagonists of luteinising hormone releasing hormone (LHRH), but potential side-effects of these drugs include hot flushes, fatigue, sexual dysfunction, decrease in bone mineral density, loss of muscle mass, increase in body fat, decreased insulin sensitivity, and possible increased risk of cardiovascular events.2,3 LHRH agonists (LHRHa) and LHRH antagonists deplete oestrogen concentrations in men, because testosterone is converted to oestrogen through the action of aromatase. Transdermal administration of oestrogen avoids the first-pass hepatic metabolism and activation of coagulation factors thought to be the cause of increased thrombosis and cardiovascular events seen with oral oestrogen.7 The primary outcome measures for the final phase 3 evaluation of the PATCH trial programme are progression-free survival and overall survival, with secondary outcome measures including prostate cancer-specific survival, hormone levels, cardiovascular and other toxicities, and quality of life. Subsequent reports showed that loss of bone mineral density was avoided with tE2 but was reported with LHRHa (mean percentage change at 1 year −1·4% for LHRHa and 6·0% for tE2; p<0·001),9 and higher global quality of life was reported with tE2 compared with LHRHa (mean difference 4·2, 95% CI 1·2–7·1; p=0·006) with less fatigue and improved physical function.10 The current report6 of 1684 randomised patients confirmed that castrate concentrations of testosterone (≤1·7 nmol/L) were reached at 3 months in both treatment groups (643 [93%] of 693 with LHRHa and 721 [93%] of 776 with tE2), with no testosterone flare.
Journal Article
Patterns of structural variation define prostate cancer across disease states
2022
The complex genomic landscape of prostate cancer evolves across disease states under therapeutic pressure directed toward inhibiting androgen receptor (AR) signaling. While significantly altered genes in prostate cancer have been extensively defined, there have been fewer systematic analyses of how structural variation shapes the genomic landscape of this disease across disease states. We uniformly characterized structural alterations across 531 localized and 143 metastatic prostate cancers profiled by whole genome sequencing, 125 metastatic samples of which were also profiled via whole transcriptome sequencing. We observed distinct significantly recurrent breakpoints in localized and metastatic castration-resistant prostate cancers (mCRPC), with pervasive alterations in noncoding regions flanking the AR, MYC, FOXA1, and LSAMP genes enriched in mCRPC and TMPRSS2-ERG rearrangements enriched in localized prostate cancer. We defined 9 subclasses of mCRPC based on signatures of structural variation, each associated with distinct genetic features and clinical outcomes. Our results comprehensively define patterns of structural variation in prostate cancer and identify clinically actionable subgroups based on whole genome profiling.
Journal Article
Plasma epigenomic profiling reveals treatment-emergent squamous transformation in prostate cancer
2025
Squamous transformation of prostate adenocarcinoma is a rare resistance mechanism in patients with advanced prostate cancer that impacts both prognosis and treatment. Herein, we profile circulating chromatin in serial plasma samples collected from a patient with metastatic prostate cancer that experienced squamous transformation. We detect dynamic changes in gene regulation from circulating chromatin reflecting the emergence of squamous differentiation, enabling non-invasive diagnosis and monitoring of this resistance phenotype, with potential therapeutic implications.
Journal Article
Whole-exome sequencing of circulating tumor cells provides a window into metastatic prostate cancer
2014
Whole-exome sequencing of circulating tumor cells enables accurate and powered calling of somatic point mutations.
Comprehensive analyses of cancer genomes promise to inform prognoses and precise cancer treatments. A major barrier, however, is inaccessibility of metastatic tissue. A potential solution is to characterize circulating tumor cells (CTCs), but this requires overcoming the challenges of isolating rare cells and sequencing low-input material. Here we report an integrated process to isolate, qualify and sequence whole exomes of CTCs with high fidelity using a census-based sequencing strategy. Power calculations suggest that mapping of >99.995% of the standard exome is possible in CTCs. We validated our process in two patients with prostate cancer, including one for whom we sequenced CTCs, a lymph node metastasis and nine cores of the primary tumor. Fifty-one of 73 CTC mutations (70%) were present in matched tissue. Moreover, we identified 10 early trunk and 56 metastatic trunk mutations in the non-CTC tumor samples and found 90% and 73% of these mutations, respectively, in CTC exomes. This study establishes a foundation for CTC genomics in the clinic.
Journal Article