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1.
Trends Genet ; 35(11): 840-851, 2019 11.
Article in English | MEDLINE | ID: mdl-31623872

ABSTRACT

The transcriptome of prostate cancer is highly heterogeneous, with noncoding transcripts being essential players. Long noncoding RNAs (lncRNAs) and circular RNAs (circRNAs) are two unique classes of noncoding RNA drawing increasing attention. Biologically, they have intriguing properties with important regulatory functions. Clinically, they present as promising biomarkers and therapeutic targets. Recent advancements in technologies have opened up new directions for noncoding RNA research, which include RNA-protein interaction, RNA secondary structure, and spatial transcriptomics. Furthermore, recent work has also evaluated the clinical applications of these noncoding RNAs in noninvasive liquid biopsy and RNA-based therapies. In this review, we summarize recent findings on lncRNAs and circRNAs in prostate cancer, discuss their clinical utilities, and highlight these exciting areas of research.


Subject(s)
Biomarkers, Tumor , Genetic Predisposition to Disease , Prostatic Neoplasms/genetics , RNA, Long Noncoding/genetics , Gene Expression Regulation, Neoplastic , Humans , Male , Prostatic Neoplasms/metabolism , RNA, Circular/genetics , RNA, Long Noncoding/chemistry , RNA-Binding Proteins/metabolism , Structure-Activity Relationship
2.
J Natl Cancer Inst ; 115(4): 468-472, 2023 04 11.
Article in English | MEDLINE | ID: mdl-36610996

ABSTRACT

Prostate cancer is one of the most heritable cancers. Hundreds of germline polymorphisms have been linked to prostate cancer diagnosis and prognosis. Polygenic risk scores can predict genetic risk of a prostate cancer diagnosis. Although these scores inform the probability of developing a tumor, it remains unknown how germline risk influences the tumor molecular evolution. We cultivated a cohort of 1250 localized European-descent patients with germline and somatic DNA profiling. Men of European descent with higher genetic risk were diagnosed earlier and had less genomic instability and fewer driver genes mutated. Higher genetic risk was associated with better outcome. These data imply a polygenic "two-hit" model where germline risk reduces the number of somatic alterations required for tumorigenesis. These findings support further clinical studies of polygenic risk scores as inexpensive and minimally invasive adjuncts to standard risk stratification. Further studies are required to interrogate generalizability to more ancestrally and clinically diverse populations.


Subject(s)
Prostatic Neoplasms , Male , Humans , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Risk Factors , Prognosis , Genetic Predisposition to Disease
3.
Bioinformatics ; 27(13): 1867-8, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21551136

ABSTRACT

UNLABELLED: Transcription factor binding events are frequently associated with a pattern of nucleosome occupancy changes in which nucleosomes flanking the binding site increase in occupancy, while those in the vicinity of the binding site itself are displaced. Genome-wide information on enhancer proximal nucleosome occupancy can be readily acquired using ChIP-seq targeting enhancer-related histone modifications such as H3K4me2. Here, we present a software package, BINOCh that allows biologists to use such data to infer the identity of key transcription factors that regulate the response of a cell to a stimulus or determine a program of differentiation. AVAILABILITY: The BINOCh open source Python package is freely available at http://liulab.dfci.harvard.edu/BINOCh under the FreeBSD license.


Subject(s)
Nucleosomes/metabolism , Software , Transcription Factors/metabolism , Cell Line, Tumor , Dihydrotestosterone/metabolism , Histones/metabolism , Humans , Oligonucleotide Array Sequence Analysis , Receptors, Androgen/metabolism
4.
Clin Cancer Res ; 26(3): 746-757, 2020 02 01.
Article in English | MEDLINE | ID: mdl-31662330

ABSTRACT

PURPOSE: Chromosomal instability (CIN) is a common phenomenon in colorectal cancer, but its role and underlying cause remain unknown. We have identified that mitotic regulator microtubule-associated protein 9 (MAP9) is a critical regulator of CIN in colorectal cancer. We thus studied the effect of MAP9 loss on colorectal cancer in Map9-knockout mice and in cell lines. EXPERIMENTAL DESIGN: We generated colon epithelial-specific Map9-knockout mice and evaluated colorectal cancer development. Effect of Map9 knockout on colorectal cancer progression was determined in chemical or ApcMin /+ -induced colorectal cancer. Molecular mechanism of MAP9 was determined using spectral karyotyping, microtubule assays, and whole-genome sequencing (WGS). Clinical significance of MAP9 was examined in 141 patients with CRC. RESULTS: Spontaneous colonic tumors (9.1%) were developed in colon epithelium-specific Map9-knockout mice at 17 months, but none was observed in wild-type littermates. Map9 deletion accelerated colorectal cancer formation both in ApcMin /+ mice and azoxymethane-treated mice, and reduced survival in ApcMin /+ mice. Mechanistically, MAP9 stabilized microtubules and mediated mitotic spindle assembly. MAP9 also maintained the spindle pole integrity and protected K-fiber from depolymerization at spindle poles. MAP9 loss induced severe mitosis failure, chromosome segregation errors, and aneuploidy, leading to transformation of normal colon epithelial cells. WGS confirmed enhanced CIN in intestinal tumors from Map9 knockout ApcMin /+ mice. In patients with colorectal cancer, MAP9 was frequently silenced and its downregulation was associated with poor survival. CONCLUSIONS: MAP9 is a microtubule stabilizer that contributes to spindle stability and inhibits colorectal tumorigenesis, supporting the role of MAP9 as a tumor suppressor for preventing CIN in colorectal cancer.


Subject(s)
Carcinogenesis/pathology , Chromosomal Instability , Colorectal Neoplasms/mortality , Microtubule-Associated Proteins/metabolism , Mitosis , Aneuploidy , Animals , Apoptosis , Azoxymethane/toxicity , Carcinogenesis/chemically induced , Carcinogenesis/genetics , Carcinogens/toxicity , Cell Proliferation , Colorectal Neoplasms/chemically induced , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Humans , Mice , Mice, Knockout , Microtubule-Associated Proteins/genetics , Prognosis , Survival Rate , Tumor Cells, Cultured
5.
Clin Cancer Res ; 25(18): 5608-5622, 2019 09 15.
Article in English | MEDLINE | ID: mdl-31266829

ABSTRACT

PURPOSE: Protein kinases are known to play a prominent role in oncogenic progression across multiple cancer subtypes, yet their role in prostate cancer progression remains underexplored. The purpose of this study was to identify kinases that drive prostate cancer progression.Experimental Design: To discover kinases that drive prostate cancer progression, we investigated the association between gene expression of all known kinases and long-term clinical outcomes in tumor samples from 545 patients with high-risk disease. We evaluated the impact of genetic and pharmacologic inhibition of the most significant kinase associated with metastatic progression in vitro and in vivo. RESULTS: DNA-dependent protein kinase (DNAPK) was identified as the most significant kinase associated with metastatic progression in high-risk prostate cancer. Inhibition of DNAPK suppressed the growth of both AR-dependent and AR-independent prostate cancer cells. Gene set enrichment analysis nominated Wnt as the top pathway associated with DNAPK. We found that DNAPK interacts with the Wnt transcription factor LEF1 and is critical for LEF1-mediated transcription. CONCLUSIONS: Our data show that DNAPK drives prostate cancer progression through transcriptional regulation of Wnt signaling and is an attractive therapeutic target in aggressive prostate cancer.


Subject(s)
DNA-Activated Protein Kinase/metabolism , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Transcription, Genetic , Wnt Signaling Pathway , Animals , Biomarkers, Tumor , Cell Line, Tumor , Cell Movement , DNA-Activated Protein Kinase/antagonists & inhibitors , DNA-Activated Protein Kinase/genetics , Disease Models, Animal , Disease Progression , Gene Expression Profiling , Gene Knockdown Techniques , Heterografts , Humans , Male , Mice , Neoplasm Metastasis , Phenotype , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Protein Binding , RNA, Small Interfering/genetics
6.
Nat Med ; 25(10): 1615-1626, 2019 10.
Article in English | MEDLINE | ID: mdl-31591588

ABSTRACT

Oncogenesis is driven by germline, environmental and stochastic factors. It is unknown how these interact to produce the molecular phenotypes of tumors. We therefore quantified the influence of germline polymorphisms on the somatic epigenome of 589 localized prostate tumors. Predisposition risk loci influence a tumor's epigenome, uncovering a mechanism for cancer susceptibility. We identified and validated 1,178 loci associated with altered methylation in tumoral but not nonmalignant tissue. These tumor methylation quantitative trait loci influence chromatin structure, as well as RNA and protein abundance. One prominent tumor methylation quantitative trait locus is associated with AKT1 expression and is predictive of relapse after definitive local therapy in both discovery and validation cohorts. These data reveal intricate crosstalk between the germ line and the epigenome of primary tumors, which may help identify germline biomarkers of aggressive disease to aid patient triage and optimize the use of more invasive or expensive diagnostic assays.


Subject(s)
DNA Methylation/genetics , Epigenome/genetics , Germ-Line Mutation/genetics , Prostatic Neoplasms/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Genome, Human/genetics , Humans , Male , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-akt/genetics , Quantitative Trait Loci/genetics
7.
Cancer Res ; 78(10): 2691-2704, 2018 05 15.
Article in English | MEDLINE | ID: mdl-29487201

ABSTRACT

Neuroendocrine prostate cancer (NEPC) is a lethal subtype of prostate cancer arising mostly from adenocarcinoma via neuroendocrine transdifferentiation following androgen deprivation therapy. Mechanisms contributing to both NEPC development and its aggressiveness remain elusive. In light of the fact that hyperchromatic nuclei are a distinguishing histopathologic feature of NEPC, we utilized transcriptomic analyses of our patient-derived xenograft (PDX) models, multiple clinical cohorts, and genetically engineered mouse models to identify 36 heterochromatin-related genes that are significantly enriched in NEPC. Longitudinal analysis using our unique, first-in-field PDX model of adenocarcinoma-to-NEPC transdifferentiation revealed that, among those 36 heterochromatin-related genes, heterochromatin protein 1α (HP1α) expression increased early and steadily during NEPC development and remained elevated in the developed NEPC tumor. Its elevated expression was further confirmed in multiple PDX and clinical NEPC samples. HP1α knockdown in the NCI-H660 NEPC cell line inhibited proliferation, ablated colony formation, and induced apoptotic cell death, ultimately leading to tumor growth arrest. Its ectopic expression significantly promoted NE transdifferentiation in adenocarcinoma cells subjected to androgen deprivation treatment. Mechanistically, HP1α reduced expression of androgen receptor and RE1 silencing transcription factor and enriched the repressive trimethylated histone H3 at Lys9 mark on their respective gene promoters. These observations indicate a novel mechanism underlying NEPC development mediated by abnormally expressed heterochromatin genes, with HP1α as an early functional mediator and a potential therapeutic target for NEPC prevention and management.Significance: Heterochromatin proteins play a fundamental role in NEPC, illuminating new therapeutic targets for this aggressive disease. Cancer Res; 78(10); 2691-704. ©2018 AACR.


Subject(s)
Carcinoma, Neuroendocrine/pathology , Cell Transdifferentiation/genetics , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , Prostatic Neoplasms/pathology , Adenocarcinoma/pathology , Animals , Apoptosis/genetics , Cell Line, Tumor , Cell Proliferation/genetics , Cell Survival/genetics , Chromobox Protein Homolog 5 , Disease Progression , Gene Expression Regulation, Neoplastic/genetics , HEK293 Cells , Histones/metabolism , Humans , Male , Mice , Neoplasm Transplantation , RNA Interference , Receptors, Androgen/biosynthesis , Repressor Proteins/biosynthesis , Transplantation, Heterologous
8.
Cancer Res ; 77(20): 5479-5490, 2017 10 15.
Article in English | MEDLINE | ID: mdl-28916652

ABSTRACT

Androgen receptor (AR) signaling is a key driver of prostate cancer, and androgen-deprivation therapy (ADT) is a standard treatment for patients with advanced and metastatic disease. However, patients receiving ADT eventually develop incurable castration-resistant prostate cancer (CRPC). Here, we report that the chromatin modifier LSD1, an important regulator of AR transcriptional activity, undergoes epigenetic reprogramming in CRPC. LSD1 reprogramming in this setting activated a subset of cell-cycle genes, including CENPE, a centromere binding protein and mitotic kinesin. CENPE was regulated by the co-binding of LSD1 and AR to its promoter, which was associated with loss of RB1 in CRPC. Notably, genetic deletion or pharmacological inhibition of CENPE significantly decreases tumor growth. Our findings show how LSD1-mediated epigenetic reprogramming drives CRPC, and they offer a mechanistic rationale for its therapeutic targeting in this disease. Cancer Res; 77(20); 5479-90. ©2017 AACR.


Subject(s)
Chromosomal Proteins, Non-Histone/metabolism , Histone Demethylases/genetics , Prostatic Neoplasms, Castration-Resistant/enzymology , Prostatic Neoplasms, Castration-Resistant/genetics , Prostatic Neoplasms/embryology , Prostatic Neoplasms/genetics , Androgens/metabolism , Animals , Cell Line, Tumor , Cellular Reprogramming/genetics , Chromosomal Proteins, Non-Histone/biosynthesis , Chromosomal Proteins, Non-Histone/genetics , Disease Progression , Epigenesis, Genetic , Heterografts , Histone Demethylases/metabolism , Humans , Male , Mice , Prostatic Neoplasms/metabolism , Prostatic Neoplasms, Castration-Resistant/metabolism , Signal Transduction , Transfection
9.
Mol Cancer Res ; 14(2): 163-172, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26659825

ABSTRACT

UNLABELLED: Overexpression of EZH2 is frequently linked to the advanced and metastatic stage of cancers. The mechanisms of its oncogenic function can be context specific, and may vary depending on the protein complexes that EZH2 interacts with. To identify novel transcriptional collaborators of EZH2 in cancers, a computational approach was developed that integrates protein-DNA binding data, cell perturbation gene expression data, and compendiums of tumor expression profiles. This holistic approach identified E2F1, a known mediator of the Rb tumor suppressor, as a transcriptional collaborator of EZH2 in castration-resistant prostate cancer. Subsequent analysis and experimental validation found EZH2 and E2F1 cobind to a subset of chromatin sites lacking H3K27 trimethylation, and activate genes that are critical for prostate cancer progression. The collaboration of EZH2 and E2F1 in transcriptional regulation is also observed in diffuse large B-cell lymphoma cell lines, where activation of the transcriptional network is concordant with the cellular response to the EZH2 inhibitor. IMPLICATIONS: The direct collaboration between EZH2 and Rb/E2F1 pathway provides an innovative mechanism underlying the cascade of tumor progression, and lays the foundation for the development of new anticancer targets/strategies.


Subject(s)
Computational Biology/methods , E2F1 Transcription Factor/metabolism , Lymphoma, Large B-Cell, Diffuse/genetics , Polycomb Repressive Complex 2/metabolism , Prostatic Neoplasms, Castration-Resistant/genetics , Transcription, Genetic , Cell Line, Tumor , Chromatin/metabolism , Disease Progression , E2F1 Transcription Factor/genetics , Enhancer of Zeste Homolog 2 Protein , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Lymphoma, Large B-Cell, Diffuse/metabolism , Male , Polycomb Repressive Complex 2/genetics , Prostatic Neoplasms, Castration-Resistant/metabolism , Protein Binding
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