26
|
Skinner NE, Ogega CO, Frumento N, Clark KE, Paul H, Yegnasubramanian S, Schuebel K, Meyers J, Gupta A, Wheelan S, Cox AL, Crowe JE, Ray SC, Bailey JR. Convergent antibody responses are associated with broad neutralization of hepatitis C virus. Front Immunol 2023; 14:1135841. [PMID: 37033983 PMCID: PMC10080129 DOI: 10.3389/fimmu.2023.1135841] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 03/13/2023] [Indexed: 04/11/2023] Open
Abstract
Introduction Early development of broadly neutralizing antibodies (bNAbs) targeting the hepatitis C virus (HCV) envelope glycoprotein E2 is associated with spontaneous clearance of infection, so induction of bNAbs is a major goal of HCV vaccine development. However, the molecular antibody features important for broad neutralization are not known. Methods To identify B cell repertoire features associated with broad neutralization, we performed RNA sequencing of the B cell receptors (BCRs) of HCV E2-reactive B cells of HCV-infected individuals with either high or low plasma neutralizing breadth. We then produced a monoclonal antibody (mAb) expressed by pairing the most abundant heavy and light chains from public clonotypes identified among clearance, high neutralization subjects. Results We found distinctive BCR features associated with broad neutralization of HCV, including long heavy chain complementarity determining region 3 (CDRH3) regions, specific VH gene usage, increased frequencies of somatic hypermutation, and particular VH gene mutations. Most intriguing, we identified many E2-reactive public BCR clonotypes (heavy and light chain clones with the same V and J-genes and identical CDR3 sequences) present only in subjects who produced highly neutralizing plasma. The majority of these public clonotypes were shared by two subjects who cleared infection. A mAb expressing the most abundant public heavy and light chains from these clearance, high neutralization subjects had features enriched in high neutralization clonotypes, such as increased somatic hypermutation frequency and usage of IGHV1-69, and was cross-neutralizing. Discussion Together, these results demonstrate distinct BCR repertoires associated with high plasma neutralizing capacity. Further characterization of the molecular features and function of these antibodies can inform HCV vaccine development.
Collapse
|
27
|
Chen J, Zheng Q, Hicks JL, Trabzonlu L, Ozbek B, Jones T, Vaghasia A, Larman TC, Wang R, Markowski MC, Denmeade SR, Pienta KJ, Hruban RH, Antonarakis ES, Gupta A, Dang CV, Yegnasubramanian S, De Marzo AM. MYC-driven increases in mitochondrial DNA copy number occur early and persist throughout prostatic cancer progression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.20.529259. [PMID: 36865273 PMCID: PMC9979994 DOI: 10.1101/2023.02.20.529259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
Increased mitochondrial function may render some cancers vulnerable to mitochondrial inhibitors. Since mitochondrial function is regulated partly by mitochondrial DNA copy number (mtDNAcn), accurate measurements of mtDNAcn could help reveal which cancers are driven by increased mitochondrial function and may be candidates for mitochondrial inhibition. However, prior studies have employed bulk macrodissections that fail to account for cell type-specific or tumor cell heterogeneity in mtDNAcn. These studies have often produced unclear results, particularly in prostate cancer. Herein, we developed a multiplex in situ method to spatially quantify cell type specific mtDNAcn. We show that mtDNAcn is increased in luminal cells of high-grade prostatic intraepithelial neoplasia (HGPIN), is increased in prostatic adenocarcinomas (PCa), and is further elevated in metastatic castration-resistant prostate cancer. Increased PCa mtDNAcn was validated by two orthogonal methods and is accompanied by increases in mtRNAs and enzymatic activity. Mechanistically, MYC inhibition in prostate cancer cells decreases mtDNA replication and expression of several mtDNA replication genes, and MYC activation in the mouse prostate leads to increased mtDNA levels in the neoplastic prostate cells. Our in situ approach also revealed elevated mtDNAcn in precancerous lesions of the pancreas and colon/rectum, demonstrating generalization across cancer types using clinical tissue samples.
Collapse
|
28
|
Graham MK, Chikarmane R, Wang R, Vaghasia A, Gupta A, Zheng Q, Wodu B, Pan X, Castagna N, Liu J, Meyers J, Skaist A, Wheelan S, Simons BW, Bieberich C, Nelson WG, DeWeese TL, De Marzo AM, Yegnasubramanian S. Single-cell atlas of epithelial and stromal cell heterogeneity by lobe and strain in the mouse prostate. Prostate 2023; 83:286-303. [PMID: 36373171 DOI: 10.1002/pros.24460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/11/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Evaluating the complex interplay of cell types in the tissue microenvironment is critical to understanding the origin and progression of diseases in the prostate and potential opportunities for intervention. Mouse models are an essential tool to investigate the molecular and cell-type-specific contributions of prostate disease at an organismal level. While there are well-documented differences in the extent, timing, and nature of disease development in various genetically engineered and exposure-based mouse models in different mouse strains and prostate lobes within each mouse strain, the underlying molecular phenotypic differences in cell types across mouse strains and prostate lobes are incompletely understood. METHODS In this study, we used single-cell RNA-sequencing (scRNA-seq) methods to assess the single-cell transcriptomes of 6-month-old mouse prostates from two commonly used mouse strains, friend virus B/NIH jackson (FVB/NJ) (N = 2) and C57BL/6J (N = 3). For each mouse, the lobes of the prostate were dissected (anterior, dorsal, lateral, and ventral), and individual scRNA-seq libraries were generated. In situ and pathological analyses were used to explore the spatial and anatomical distributions of novel cell types and molecular markers defining these cell types. RESULTS Data dimensionality reduction and clustering analysis of scRNA-seq data revealed that basal and luminal cells possessed strain-specific transcriptomic differences, with luminal cells also displaying marked lobe-specific differences. Gene set enrichment analysis comparing luminal cells by strain showed enrichment of proto-Oncogene targets in FVB/NJ mice. Additionally, three rare populations of epithelial cells clustered independently of strain and lobe: one population of luminal cells expressing Foxi1 and components of the vacuolar ATPase proton pump (Atp6v0d2 and Atp6v1g3), another population expressing Psca and other stem cell-associated genes (Ly6a/Sca-1, Tacstd2/Trop-2), and a neuroendocrine population expressing Chga, Chgb, and Syp. In contrast, stromal cell clusters, including fibroblasts, smooth muscle cells, endothelial cells, pericytes, and immune cell types, were conserved across strain and lobe, clustering largely by cell type and not by strain or lobe. One notable exception to this was the identification of two distinct fibroblast populations that we term subglandular fibroblasts and interstitial fibroblasts based on their strikingly distinct spatial distribution in the mouse prostate. CONCLUSIONS Altogether, these data provide a practical reference of the transcriptional profiles of mouse prostate from two commonly used mouse strains and across all four prostate lobes.
Collapse
|
29
|
LaVigne AW, DeWeese TL, Wright JL, Deville C, Yegnasubramanian S, Alcorn SR. Radiotherapy Deserts: Impact of Race, Poverty and the Rural-Urban Continuum on Density of Providers and Utilization of Radiotherapy in the United States. Int J Radiat Oncol Biol Phys 2023; 116:17-27. [PMID: 36736631 DOI: 10.1016/j.ijrobp.2023.01.046] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 01/23/2023] [Accepted: 01/23/2023] [Indexed: 02/03/2023]
Abstract
PURPOSE Prior efforts to characterize disparities in radiotherapy access and receipt have not comprehensively investigated interplay between race, socioeconomic status, and geography relative to oncologic outcomes. We sought to define these complex relationships at the US county level for prostate (PC) and invasive breast (BC) cancer in order to build a tool that facilitates identification of "radiotherapy deserts"-regions with mismatch between radiotherapy resources and oncologic need. METHODS We constructed an ecologic study model using national databases to evaluate 3141 US counties. Radiotherapy resources and utilization densities were operationalized as physician (PPR) and utilization (UPR) per person at risk: number of attending radiation oncologists and Medicare beneficiaries per 100,000 persons at risk, respectively. Oncologic need was defined by "hot zone" counties with ≥2 standard deviations (SD) above mean incidence and death rates. Uni- and multivariable logistic regressions examined links between PPR and UPR densities, epidemiologic variables, and hot zones for oncologic outcomes. Reported statistics are p<.05. RESULTS Mean (SD) PPR and UPR densities were 2.1 (5.9) and 192.6 (557.6) for PC and 1.9 (5.3) and 174.4 (501.0) for BC, respectively. Counties with high PPR and UPR densities were predominately Metro [odds ratio (OR) 2.9-4.4], generally with higher %Black Non-Hispanic population (OR 1.5-2.3). Incidence and death rate hot zones were largely Non-Metro (OR 0.3-0.6), generally with higher %Black Non-Hispanic constituents (OR 3.2-6.3). Lower PPR density was associated with death rate hot zones for both cancers (OR 0.8-0.9); UPR density was generally not linked to oncologic outcomes on multivariable analysis. CONCLUSIONS Mismatch between oncologic need with PPR and UPR disproportionately affects Non-Metro communities with higher %Black Non-Hispanic population. We developed an interactive web platform (bit.ly/densitymaps) to visualize "radiotherapy deserts" and drive targeted investigation of underlying barriers to care in areas of highest need, with the goal of reducing health inequities in this context.
Collapse
|
30
|
Low JY, Ko M, Hanratty B, Patel RA, Bhamidipati A, Heaphy CM, Sayar E, Lee JK, Li S, De Marzo AM, Nelson WG, Gupta A, Yegnasubramanian S, Ha G, Epstein JI, Haffner MC. Genomic Characterization of Prostatic Basal Cell Carcinoma. THE AMERICAN JOURNAL OF PATHOLOGY 2023; 193:4-10. [PMID: 36309102 PMCID: PMC9768679 DOI: 10.1016/j.ajpath.2022.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/13/2022] [Accepted: 09/30/2022] [Indexed: 11/05/2022]
Abstract
Basal cell carcinoma (BCC) of the prostate is a rare tumor. Compared with the more common acinar adenocarcinoma (AAC) of the prostate, BCCs show features of basal cell differentiation and are thought to be biologically distinct from AAC. The spectrum of molecular alterations of BCC has not been comprehensively described, and genomic studies are lacking. Herein, whole genome sequencing was performed on archival formalin-fixed, paraffin-embedded specimens of two cases with BCC. Prostatic BCCs were characterized by an overall low copy number and mutational burden. Recurrent copy number loss of chromosome 16 was observed. In addition, putative driver gene alterations in KIT, DENND3, PTPRU, MGA, and CYLD were identified. Mechanistically, depletion of the CYLD protein resulted in increased proliferation of prostatic basal cells in vitro. Collectively, these studies show that prostatic BCC displays distinct genomic alterations from AAC and highlight a potential role for loss of chromosome 16 in the pathogenesis of this rare tumor type.
Collapse
|
31
|
Wang Y, Cottle WT, Wang H, Gavrilov M, Zou RS, Pham MT, Yegnasubramanian S, Bailey S, Ha T. Achieving single nucleotide sensitivity in direct hybridization genome imaging. Nat Commun 2022; 13:7776. [PMID: 36522352 PMCID: PMC9755149 DOI: 10.1038/s41467-022-35476-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
Direct visualization of point mutations in situ can be informative for studying genetic diseases and nuclear biology. We describe a direct hybridization genome imaging method with single-nucleotide sensitivity, single guide genome oligopaint via local denaturation fluorescence in situ hybridization (sgGOLDFISH), which leverages the high cleavage specificity of eSpCas9(1.1) variant combined with a rationally designed guide RNA to load a superhelicase and reveal probe binding sites through local denaturation. The guide RNA carries an intentionally introduced mismatch so that while wild-type target DNA sequence can be efficiently cleaved, a mutant sequence with an additional mismatch (e.g., caused by a point mutation) cannot be cleaved. Because sgGOLDFISH relies on genomic DNA being cleaved by Cas9 to reveal probe binding sites, the probes will only label the wild-type sequence but not the mutant sequence. Therefore, sgGOLDFISH has the sensitivity to differentiate the wild-type and mutant sequences differing by only a single base pair. Using sgGOLDFISH, we identify base-editor-modified and unmodified progeroid fibroblasts from a heterogeneous population, validate the identification through progerin immunofluorescence, and demonstrate accurate sub-nuclear localization of point mutations.
Collapse
|
32
|
Pani F, Yasuda Y, Rousseau ST, Bermea KC, Roshanmehr S, Wang R, Yegnasubramanian S, Caturegli P, Adamo L. Preconditioning of the immune system modulates the response of papillary thyroid cancer to immune checkpoint inhibitors. J Immunother Cancer 2022; 10:jitc-2022-005538. [PMID: 36521928 PMCID: PMC9756278 DOI: 10.1136/jitc-2022-005538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The response of solid tumors such as papillary thyroid cancer (PTC) to immune checkpoint inhibitors (ICIs) is highly variable. The biological basis of this variability remains unknown. METHODS To test the hypothesis that preconditioning of the immune system modulates the therapeutic effect of ICIs, we used a murine model where PTC and iodine exacerbated thyroiditis (IET) can be induced in a temporally predictable fashion. A total of 122 mice were divided into 3 experimental groups. In the first one, named concomitant IET and PTC (No.=40), IET, and PTC were induced at the same time; in the second one, named pre-existing IET (No.=44), IET was induced prior to the induction of PTC; in the third one, named no IET (No.=38), only PTC was induced. Following disease induction, mice of each group were treated with anti-PD-1 antibody, anti-lymphocyte activation gene 3 antibody (anti-Lag3), anti-T-cell immunoglobulin and mucin domain 3 antibody (anti-Tim3), or IgG control. Ten weeks after the initial ICI injection, mice were sacrificed to collect the thyroid gland for histological analysis, to quantify the incidence and burden of PTC, and to perform high-throughput single-cell RNA sequencing of infiltrating CD45+ cells. RESULTS In the concomitant IET and PTC group, ICI treatment reduced PTC incidence (p=0.002 comparing treatment with any ICI vs control), while it had no effect in the pre-existing IET and no IET groups. Single-cell sequencing of thyroidal CD45+ cells showed that the different ICIs tested had both specific and shared effects on all the components of the thyroidal immune cell infiltrate. The shared effect of the tested ICIs was dependent on the presence of pre-existing versus concomitant IET. In the context of concomitant IET, ICI treatment resulted in the modulation of a greater number of pathways related to both innate and adaptive immunity. CONCLUSIONS Response to ICIs depends on the status of the immune system of the treated individual. Modulation of the immune system should be explored as a tool to improve response to ICIs in patients with PTC or other forms of cancer.
Collapse
|
33
|
Sena LA, Kumar R, Sanin DE, Thompson EA, Rosen DM, Dalrymple SL, Antony L, Yang Y, Gomes-Alexandre C, Hicks JL, Jones T, Bowers KA, Eskra JN, Meyers J, Gupta A, Skaist A, Yegnasubramanian S, Luo J, Brennen WN, Kachhap SK, Antonarakis ES, De Marzo AM, Isaacs JT, Markowski MC, Denmeade SR. Androgen receptor activity in prostate cancer dictates efficacy of bipolar androgen therapy through MYC. J Clin Invest 2022; 132:e162396. [PMID: 36194476 PMCID: PMC9711876 DOI: 10.1172/jci162396] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/29/2022] [Indexed: 11/17/2022] Open
Abstract
Testosterone is the canonical growth factor of prostate cancer but can paradoxically suppress its growth when present at supraphysiological levels. We have previously demonstrated that the cyclical administration of supraphysiological androgen (SPA), termed bipolar androgen therapy (BAT), can result in tumor regression and clinical benefit for patients with castration-resistant prostate cancer. However, predictors and mechanisms of response and resistance have been ill defined. Here, we show that growth inhibition of prostate cancer models by SPA required high androgen receptor (AR) activity and were driven in part by downregulation of MYC. Using matched sequential patient biopsies, we show that high pretreatment AR activity predicted downregulation of MYC, improved clinical response, and prolonged progression-free and overall survival for patients on BAT. BAT induced strong downregulation of AR in all patients, which is shown to be a primary mechanism of acquired resistance to SPA. Acquired resistance was overcome by alternating SPA with the AR inhibitor enzalutamide, which induced adaptive upregulation of AR and resensitized prostate cancer to SPA. This work identifies high AR activity as a predictive biomarker of response to BAT and supports a treatment paradigm for prostate cancer involving alternating between AR inhibition and activation.
Collapse
|
34
|
Vinson DA, Stephens KE, O’Meally RN, Bhat S, Dancy BCR, Cole RN, Yegnasubramanian S, Taverna SD. De novo methylation of histone H3K23 by the methyltransferases EHMT1/GLP and EHMT2/G9a. Epigenetics Chromatin 2022; 15:36. [PMID: 36411491 PMCID: PMC9677696 DOI: 10.1186/s13072-022-00468-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 10/15/2022] [Indexed: 11/22/2022] Open
Abstract
Epigenetic modifications to histone proteins serve an important role in regulating permissive and repressive chromatin states, but despite the identification of many histone PTMs and their perceived role, the epigenetic writers responsible for generating these chromatin signatures are not fully characterized. Here, we report that the canonical histone H3K9 methyltransferases EHMT1/GLP and EHMT2/G9a are capable of catalyzing methylation of histone H3 lysine 23 (H3K23). Our data show that while both enzymes can mono- and di-methylate H3K23, only EHMT1/GLP can tri-methylate H3K23. We also show that pharmacologic inhibition or genetic ablation of EHMT1/GLP and/or EHMT2/G9a leads to decreased H3K23 methylation in mammalian cells. Taken together, this work identifies H3K23 as a new direct methylation target of EHMT1/GLP and EHMT2/G9a, and highlights the differential activity of these enzymes on H3K23 as a substrate.
Collapse
|
35
|
Pham MT, Gupta A, Gupta H, Vaghasia A, Skaist A, Garrison MA, Coulter JB, Haffner MC, Zheng SL, Xu J, DeStefano Shields C, Isaacs WB, Wheelan SJ, Nelson WG, Yegnasubramanian S. Identifying Phased Mutations and Complex Rearrangements in Human Prostate Cancer Cell Lines through Linked-Read Whole-Genome Sequencing. Mol Cancer Res 2022; 20:1013-1020. [PMID: 35452513 PMCID: PMC9262859 DOI: 10.1158/1541-7786.mcr-21-0683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 03/19/2022] [Accepted: 04/14/2022] [Indexed: 11/16/2022]
Abstract
A limited number of cell lines have fueled the majority of preclinical prostate cancer research, but their genomes remain incompletely characterized. Here, we utilized whole-genome linked-read sequencing for comprehensive characterization of phased mutations and rearrangements in the most commonly used cell lines in prostate cancer research including PC3, LNCaP, DU145, CWR22Rv1, VCaP, LAPC4, MDA-PCa-2b, RWPE-1, and four derivative castrate-resistant (CR) cell lines LNCaP_Abl, LNCaP_C42b, VCaP-CR, and LAPC4-CR. Phasing of mutations allowed determination of "gene-level haplotype" to assess whether genes harbored heterozygous mutations in one or both alleles. Phased structural variant analysis allowed identification of complex rearrangement chains consistent with chromothripsis and chromoplexy. In addition, comparison of parental and derivative CR lines revealed previously known and novel genomic alterations associated with the CR phenotype. IMPLICATIONS This study therefore comprehensively characterized phased genomic alterations in the commonly used prostate cancer cell lines, providing a useful resource for future prostate cancer research.
Collapse
|
36
|
Alexandre CG, Jones T, Hicks JL, Isaacs JT, Gupta A, Skaist A, Sena L, Meyers J, Antonarakis E, Markowski M, Denmeade S, Yegnasubramanian S, De Marzo AM. Abstract 653: Molecular pathology of metastatic prostatic adenocarcinoma treated with bipolar androgen therapy (BAT) reveals a correlation between MYC mRNA and protein. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Molecular analysis of tissue samples from metastatic cancer lesions can improve our understanding of drug response and resistance. Since prostate cancer cells initially require androgen signaling through the androgen receptor (AR) for proliferation, the treatment of metastatic prostate cancer involves surgical or chemical castration. While most patients respond initially, nearly all develop acquired resistance to combined androgen blockade using both first and second line agents. This resistance is often related to overexpression of AR, which is frequently driven by AR gene amplification. In some patients, this increased AR appears to render tumor cells sensitive to high dose androgens in a manner that paradoxically inhibits their growth. Bipolar Androgen Therapy (BAT) was introduced several years ago at our institution in which patients with castration resistant prostate cancer (CRPC) are treated intermittently with high dose testosterone. Prior clinical trials have shown that BAT can produce biochemical and objective responses, and may re-sensitize prostate cancer to subsequent second generation AR inhibitors. To define the mechanism(s) by which BAT results in tumor regression, we performed a clinical trial (NCT03554317) for patients with CRPC that included biopsies of soft tissue metastases before BAT and after 3 cycles of BAT (C4D1). Up to four tissue cores were taken per biopsy with two cores for formalin fixation and paraffin embedding (FFPE) and the others snap frozen. Histologically viable tumor cells were present for both the pretreatment and C4D1 time points for 24 of the 42 enrolled patients. The FFPE samples were stained for H&E and by IHC for AR, MYC and Ki67. MYC and Ki67 IHC stained slides were subjected to quantitative image analysis using HALO software (Indica Labs). Adequate frozen tumor tissue was available for laser capture microdissection and adequate amounts of RNA were obtained from 15 patients with paired pretreatment and C4D1 biopsies. RNAseq libraries were prepared using the NuGEN Ovation RNA-Seq System V2 and barcoded libraries were sequenced to an average depth of > 100 million reads per sample on an Illumina NovaSeq. Gene expression values were obtained with RSEM using Star aligner with GRCh38 (human). When comparing the C4D1 samples to the pretreatment samples, there were marked decreases in tumor MYC protein levels in approximately half of the treated patients, which was associated with decreased Ki67, decreased tumor volume, and prolonged progression-free survival on BAT. Using an image analysis computed H-SCORE for MYC, there was a strong correlation between MYC protein levels and MYC mRNA using RNAseq (r=0.81, p = 2.3 x 10-7). This indicates that MYC protein levels correlate with MYC mRNA and that reductions of MYC protein by BAT are likely related to reductions of MYC mRNA in clinical metastatic tissue samples.
Citation Format: Carolina Gomes Alexandre, Tracy Jones, Jessica L. Hicks, John T. Isaacs, Anuj Gupta, Alyza Skaist, Laura Sena, Jennifer Meyers, Emmanuel Antonarakis, Mark Markowski, Samuel Denmeade, Srinivasan Yegnasubramanian, Angelo Michael De Marzo. Molecular pathology of metastatic prostatic adenocarcinoma treated with bipolar androgen therapy (BAT) reveals a correlation between MYC mRNA and protein [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 653.
Collapse
|
37
|
Pham MTN, Haffner MC, Wick HC, Coulter JB, Gupta A, Chikarmane RV, Gupta H, Wheelan S, Nelson WG, Yegnasubramanian S. Abstract 680: Topoisomerase 2 beta facilitates chromatin reorganization during Androgen Receptor induced transcription and contributes to chromoplexy in prostate cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Prostate cancer (PCa) is the most common malignancy and second leading cause of cancer death in American men. Androgen Receptor (AR) mediated transcriptional program is central to normal prostate homeostasis and drives PCa growth and survival. Chromoplexy, a highly complex genomic architecture with several intra- and inter-chromosomal segments joined in a chain, is among the most prominent genetic alterations that drive both prostate cancer initiation and progression, and often involves sites of AR transcription. Previous studies have shown that AR induced, topoisomerase 2 beta (TOP2B) mediated double strand breaks were recombinogenic and led to de novo formation of TMPRSS2-ERG fusion gene, shedding light on the potential role of TOP2B in chromoplexy formation. However, the precise role of TOP2B in AR transcription was not well understood. Here, we hypothesize that TOP2B is recruited to resolve topological constraints arising during induction of AR transcriptional programs, and its catalytic activity is required to facilitate or maintain chromosomal interactions optimal for transcriptional induction. We performed Chromosomal Conformation Capture related techniques (3C and HiC) on LNCaP cells before and after androgen stimulation and observed an increase in chromatin interactions within 15kb from promoters of AR target genes upon androgen induction. These interactions depended on TOP2B, as TOP2B catalytic inhibition or knockdown reduced them significantly. Furthermore, TOP2B Hi-CHIP revealed that TOP2B is involved in key enhancer-promoter looping and in several interactions among gene body, enhancers, promoters of AR target genes, and nearby topological associated domain borders. We went on to isolate which steps during AR transcription induction required TOP2B by examining chromatin localization of the key factors, including AR, cohesin (SMC1A), CTCF, histone 3 lysine 27 acetylation (H3K27ac), and total and phosphorylated RNA Polymerase II (RNAPII) using ChIP-seq. These experiments revealed that TOP2B was not required for AR binding nor for localization of H3K27ac marks. However, it was required for recruitment of cohesin to AR binding sites as well as to AR target gene promoters and gene bodies, for displacement of CTCF near AR target genes, and for localization and phosphorylation of RNAPII at AR target genes. These data nominate TOP2B as a key AR coactivator, assisting in the proper assembly of cohesin during transcription induction, and maintaining chromosomal interactions optimal for binding and activation of RNAPII. Intriguingly, sites of binding of TOP2B, as well as of cohesin, were highly associated with sites of chromoplexy complex rearrangements in human prostate cancers. Taken together, this work elucidates the role of TOP2B in AR-induced transcription, and implicates its involvement in chromoplexy formation in PCa.
Citation Format: Minh-Tam N. Pham, Michael C. Haffner, Heather C. Wick, Jonathan B. Coulter, Anuj Gupta, Roshan V. Chikarmane, Harshath Gupta, Sarah Wheelan, William G. Nelson, Srinivasan Yegnasubramanian. Topoisomerase 2 beta facilitates chromatin reorganization during Androgen Receptor induced transcription and contributes to chromoplexy in prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 680.
Collapse
|
38
|
Chen J, Zheng Q, Hicks JL, Trabzonlu L, Kulac I, Meeker AK, Yegnasubramanian S, De Marzo AM. Abstract 3772: Increased mitochondrial gene expression in prostate cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Warburg postulated that aerobic glycolysis, which is commonly observed in cancer, results from crippled mitochondrial function. Yet, most cancers and other rapidly proliferating cells rely on a functioning mitochondrial TCA cycle to generate important biosynthetic intermediates required for cell growth, and on the electron transport chain for pyrimidine synthesis and to recycle electron acceptors. Thus, increases in a number of mitochondrial activities have been proposed to be required for robust proliferation in most cancers. Mitochondrial function is regulated in part through mitochondrial biogenesis, which is influenced by mitochondrial DNA copy number (mtDNAcn). We previously developed an in situ hybridization method to quantify mtDNAcn in specific cell compartments in relation to normal physiological functioning and disease processes. We reported marked cell type heterogeneity across normal tissues including relatively higher mtDNAcn in a number of stem/proliferative compartments in humans and mice (PMID: 32304697). More recently, we combined this in situ approach with immunohistochemistry and reported increased mtDNAcn along with widespread heterogeneity in prostate cancer (DOI: 10.1158/1538-7445.AM2021-2404). We also found increased mtDNAcn in high grade prostatic intraepithelial neoplasia, the main precursor to prostate cancer, as well as precursor lesions in the large intestine and pancreas. To interrogate the functional significance of this mtDNAcn alteration, we sought to determine whether increased and heterogeneous mtDNAcn levels are accompanied by corresponding changes in its gene expression (mtRNA). To establish an initial survey of the landscape of steady state mtRNA levels, we used the RNAscope HiPlex system for multiplex in situ hybridization for 4 different mtRNAs along with in situ hybridization for mtDNA and combined this with immunofluorescence. In normal prostatic epithelium, we observed that the overall mtRNA expression pattern correlated with mtDNAcn, with higher levels in the basal cell layer compared with the luminal cell layer. We also found that, similar to changes in mtDNAcn in invasive prostate cancer, the 4 mtRNAs were upregulated yet heterogeneous in cancer lesions. Among the invasive tumors, cribriform prostate cancer showed distinct mtDNA and mtRNAs expression patterns, with higher signals in the peripheral cells than central cells, suggesting underlying biological differences in this unique histologic pattern. This spatial pattern in cribriform lesions correlated with the pattern of MYC protein expression, which is known to regulate mitochondrial biogenesis. Overall, we present a novel approach that advances the ability to quantify mtDNAcn and mtRNAs simultaneously in specific cell types while preserving the tissue spatial context. These findings suggest that increased mitochondrial function accompanies prostate cancer development and progression.
Citation Format: Jiayu Chen, Qizhi Zheng, Jessica L. Hicks, Levent Trabzonlu, Ibrahim Kulac, Alan K. Meeker, Srinivasan Yegnasubramanian, Angelo M. De Marzo. Increased mitochondrial gene expression in prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3772.
Collapse
|
39
|
Gupta H, Inoue H, Nakai Y, Nakayama M, Nelson WG, De Marzo AM, Yegnasubramanian S. Abstract 3734: Progressive spreading of CpG methylation in the CpG island of Glutathione S-Transferase pi 1 (GSTP1) alleles across transitions from precursor to invasive prostate cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Glutathione S-transferase pi 1 (GSTP1) is expressed at low levels in normal prostate luminal cells and becomes induced in most proliferative inflammatory atrophy lesions (PIA). GSTP1 becomes silenced in prostatic intraepithelial neoplasia (PIN) and prostate adenocarcinoma (CaP) via CpG island promoter hypermethylation. However, the specific methylation patterns in CaP and its precursors have not been investigated. We used bisulfite genomic sequencing to examine methylation of 39 CpG sites in the GSTP1 promoter. Radical prostatectomy specimens were selected from 32 subjects that underwent treatment for CaP. Serial sections were subjected to laser capture microdissection for enrichment of epithelial cells from benign, PIA, PIN, and CaP regions. Isolated DNA was bisulfite converted. Sequences corresponding to the GSTP1 promoter CpG island were amplified with nested PCR, and PCR products were cloned. 10 independent clones were sequenced and analyzed with a Java program, DNAMethylMap, to determine the methylation pattern of 39 CpG sites of the GSTP1 promoter in each lesion. The extent of methylation on an individual allele was classified as negative (<10% CpGs), mild (10-25%), moderate (25-50%), or high (>50%). 212 clones from 24 normal epithelium regions, 327 clones from 37 PIA regions, 167 clones from 18 PIN regions, and 202 clones from 23 CaP regions were sequenced, totaling 34863 CpG sites. Normal and PIA lesions were mostly unmethylated with 0.52% and 1.3% of total CpG sites methylated, respectively. Methylated PIA lesions were adjacent to CaP or PIN regions significantly more often than unmethylated PIA lesions (χ2, p = 0.012). PIN and CaP lesions had greater methylation with 24% and 51% of total CpG sites methylated, respectively. PIN lesions generally showed partial methylation with 28.7% of alleles in PIN having mild/moderate methylation density compared to 5.5% in PIA and 11% in CaP. PIA and PIN lesions were enriched for methylation changes at 6 CpG sites that aligned with AP1 and SP1 binding sites. Among 16 PIN and CaP lesions with an overall intermediate level of methylation, 5 of the lesions had clones that clustered into either fully methylated or unmethylated. One patient with 3 CaP lesions displayed significant heterogeneity in methylation patterns: full, moderate, or no methylation across all clones in a given lesion. The results demonstrate that methylation density in the GSTP1 CpG island from PIN was intermediate between normal prostate epithelium/PIA and CaP lesions. The observed methylation in PIA and PIN was enriched at binding sites of key transcription factors, AP1 and SP1. The results are consistent with gradual spreading of DNA methylation centered at the transcription factor binding sites in the putative precursor lesions, with subsequent spreading of methylation across the entire CpG island in transition to CaP.
Citation Format: Harshath Gupta, Hitoshi Inoue, Yasutomo Nakai, Masashi Nakayama, William G. Nelson, Angelo M. De Marzo, Srinivasan Yegnasubramanian. Progressive spreading of CpG methylation in the CpG island of Glutathione S-Transferase pi 1 (GSTP1) alleles across transitions from precursor to invasive prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3734.
Collapse
|
40
|
Nizialek E, Haffner M, Bhamidipati A, Yegnasubramanian S. The effect of PARP inhibition on androgen receptor localization and activity in castration resistant prostate cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e17037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e17037 Background: The poly(ADP-ribose) polymerase inhibitors (PARPi) olaparib and rucaparib have been approved for the treatment of metastatic castration resistant prostate cancer (mCRPC) in the setting of homologous recombination deficiency (HRD). Additionally, PARPi have been shown to modulate androgen receptor (AR) signaling, with a recent report demonstrating mono-ADP-ribosylation of cysteine residues in AR by Parp7. Here, we further evaluated the effect of PARPi on AR activity and localization. Methods: The effect of PARPi on cell growth and survival of CRPC cell lines was evaluated in vitro and in vivo. AR ribosylation was assessed in CRPC cell lines by immunoprecipitation (IP) assays and proximity ligation assays (PLA). The subcellular localization of AR was determined by quantitative immunofluorescence microscopy in CRPC cell lines and xenograft models. Changes in AR activity with PARPi treatment were evaluated by a luciferase reporter assay and AR target gene expression in a PDX model. Finally, PARPi mediated alteration in the AR protein interactome was evaluated by liquid chromatography tandem mass spectrometry (LC-MS/MS) proteomics. Results: The PARPi olaparib and talazoparib, and to a lesser extent veliparib, inhibited CRPC cell growth. Evidence of AR ribosylation was seen by IP and PLA. PARPi treatment of multiple in vitro and in vivo prostate cancer models resulted in a shift of AR subcellular localization, from predominantly nuclear to cytoplasmic compartments. In luciferase reporter assays, AR transactivation activity was decreased after PARPi treatment in a dose dependent manner. In vivo, in prostate cancer xenograft models, decreased AR target gene expression was seen upon PARPi treatment. LC-MS/MS proteomic studies revealed that PARP inhibition resulted in significant changes in the composition of AR interaction partners, in particular of proteins related to intracellular trafficking and nuclear transport. This suggests a potential link between altered AR complex assembly and the observed changes in AR subcellular localization in the context of PARPi treatment. Conclusions: We describe a novel sequela of PARPi therapy to alter AR localization and activity in CRPC. Single agent PARP inhibition can alter prostate cancer cell growth in vitro and in vivo. With PARPi treatment, AR localization is shifted to the cytoplasm, the AR interactome is altered, and AR transcriptional activity decreased. These findings implicate a collateral mechanism of PARPi in preventing prostate cancer cell growth/survival that may augment previously described mechanisms related to HDR and synthetic lethality. It is essential to understand the role of PARPi beyond synthetic lethality in the context of HRD in order to better define the spectrum of response to PARPi across patients, and for development of biology-informed combination therapies.
Collapse
|
41
|
Markowski MC, Taplin ME, Aggarwal RR, Sena L, Wang H, Lalji A, Meyers J, Skaist A, Gupta A, Gomes-Alexandre C, Jones T, Hicks J, Kachhap S, Yegnasubramanian S, De Marzo AM, Denmeade SR, Antonarakis ES. Overall survival (OS) and biomarker results from combat: A phase 2 study of bipolar androgen therapy (BAT) plus nivolumab for patients with metastatic castrate-resistant prostate cancer (mCRPC). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.5064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
5064 Background: During BAT, intramuscular (IM) administration of testosterone (T) results in rapid cycling of serum T from supraphysiologic to near-castrate levels in men with mCRPC. In a retrospective study, clinical responses to immune checkpoint blockade (ICB) in mCRPC patients (pts) previously treated with BAT were observed. Here, we report the OS and biomarker results of a Phase 2 study in mCRPC pts treated with BAT in combination with nivolumab (COMBAT; NCT03554317). Methods: This was a multi-center, single arm, open label Phase 2 study in mCRPC pts who received T cypionate 400mg IM (BAT) every 28 days plus nivolumab 480mg IV every 28 days. Pts initially received BAT alone for a 12-week period, prior to the addition of nivolumab. Eligible pts were those with asymptomatic mCRPC who had soft tissue metastases amenable to biopsy, and who progressed on at least one prior novel AR targeted therapy (and up to one prior chemo for mCRPC). The primary endpoint was confirmed PSA50 response. OS and radiographic progression free survival (rPFS) were key secondary endpoints. All pts underwent baseline metastatic biopsies, and 24 had a second biopsy after 12 weeks of BAT. Semi-quantitative IHC (for AR, Ki67, MYC, PTEN, TP53, RB1) was performed on 24 paired biopsies, of which 15 pairs were also evaluable for RNA (whole transcriptome) sequencing. Results: 45 pts were enrolled. As previously reported, the PSA50 response was 40% (18/45, 95% CI: 26-56%, P=0.02 against the 25% null hypothesis), and median rPFS was 5.6 (95% CI: 4.4–6.0) months. After a median follow-up of 17.8 months, the median OS was 27.8 (95%% CI: 17.6–NR) months. In 24 pts with paired biopsies prior to administration of nivolumab, BAT significantly decreased median MYC (P=0.046) and Ki-67 (P=0.030) expression by IHC. 71% (17/24) of pts had any decrease in MYC following BAT, with 29% (7/24) having a >50% decrease. A >50% MYC protein decline was associated with longer rPFS (HR 0.33, 95%CI 0.14–0.78, P=0.005) and a nonsignificant association towards longer OS (HR 0.78, 95%CI 0.24–2.48, P=0.679). MYC protein and mRNA levels were tightly intercorrelated (r=0.65, P<0.001). Both rPFS and OS were numerically longer in pts with >50% declines in MYC mRNA levels (P>0.1 for both). Conclusions: BAT combined with nivolumab led to a median overall survival of >2 years in heavily pretreated mCRPC pts. BAT attenuated MYC expression, correlating with better outcomes. Clinical trial information: NCT03554317.
Collapse
|
42
|
Casciola-Rosen L, Thiemann DR, Andrade F, Trejo-Zambrano MI, Leonard EK, Spangler JB, Skinner NE, Bailey J, Yegnasubramanian S, Wang R, Vaghasia AM, Gupta A, Cox AL, Ray SC, Linville RM, Guo Z, Searson PC, Machamer CE, Desiderio S, Sauer LM, Laeyendecker O, Garibaldi BT, Gao L, Damarla M, Hassoun PM, Hooper JE, Mecoli CA, Christopher-Stine L, Gutierrez-Alamillo L, Yang Q, Hines D, Clarke WA, Rothman RE, Pekosz A, Fenstermacher KZ, Wang Z, Zeger SL, Rosen A. IgM anti-ACE2 autoantibodies in severe COVID-19 activate complement and perturb vascular endothelial function. JCI Insight 2022; 7:e158362. [PMID: 35349483 PMCID: PMC9090251 DOI: 10.1172/jci.insight.158362] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/24/2022] [Indexed: 12/15/2022] Open
Abstract
BackgroundSome clinical features of severe COVID-19 represent blood vessel damage induced by activation of host immune responses initiated by the coronavirus SARS-CoV-2. We hypothesized autoantibodies against angiotensin-converting enzyme 2 (ACE2), the SARS-CoV-2 receptor expressed on vascular endothelium, are generated during COVID-19 and are of mechanistic importance.MethodsIn an opportunity sample of 118 COVID-19 inpatients, autoantibodies recognizing ACE2 were detected by ELISA. Binding properties of anti-ACE2 IgM were analyzed via biolayer interferometry. Effects of anti-ACE2 IgM on complement activation and endothelial function were demonstrated in a tissue-engineered pulmonary microvessel model.ResultsAnti-ACE2 IgM (not IgG) autoantibodies were associated with severe COVID-19 and found in 18/66 (27.2%) patients with severe disease compared with 2/52 (3.8%) of patients with moderate disease (OR 9.38, 95% CI 2.38-42.0; P = 0.0009). Anti-ACE2 IgM autoantibodies were rare (2/50) in non-COVID-19 ventilated patients with acute respiratory distress syndrome. Unexpectedly, ACE2-reactive IgM autoantibodies in COVID-19 did not undergo class-switching to IgG and had apparent KD values of 5.6-21.7 nM, indicating they are T cell independent. Anti-ACE2 IgMs activated complement and initiated complement-binding and functional changes in endothelial cells in microvessels, suggesting they contribute to the angiocentric pathology of COVID-19.ConclusionWe identify anti-ACE2 IgM as a mechanism-based biomarker strongly associated with severe clinical outcomes in SARS-CoV-2 infection, which has therapeutic implications.FUNDINGBill & Melinda Gates Foundation, Gates Philanthropy Partners, Donald B. and Dorothy L. Stabler Foundation, and Jerome L. Greene Foundation; NIH R01 AR073208, R01 AR069569, Institutional Research and Academic Career Development Award (5K12GM123914-03), National Heart, Lung, and Blood Institute R21HL145216, and Division of Intramural Research, National Institute of Allergy and Infectious Diseases; National Science Foundation Graduate Research Fellowship (DGE1746891).
Collapse
|
43
|
Sidiropoulos DN, Rafie CI, Jang JK, Castanon S, Baugh AG, Gonzalez E, Christmas BJ, Narumi VH, Davis-Marcisak EF, Sharma G, Bigelow E, Vaghasia A, Gupta A, Skaist A, Considine M, Wheelan SJ, Ganesan SK, Yu M, Yegnasubramanian S, Stearns V, Connolly RM, Gaykalova DA, Kagohara LT, Jaffee EM, Fertig EJ, Roussos Torres ET. Entinostat Decreases Immune Suppression to Promote Antitumor Responses in a HER2+ Breast Tumor Microenvironment. Cancer Immunol Res 2022; 10:656-669. [PMID: 35201318 PMCID: PMC9064912 DOI: 10.1158/2326-6066.cir-21-0170] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 10/19/2021] [Accepted: 02/18/2022] [Indexed: 11/16/2022]
Abstract
Therapeutic combinations to alter immunosuppressive, solid tumor microenvironments (TME), such as in breast cancer, are essential to improve responses to immune checkpoint inhibitors (ICI). Entinostat, an oral histone deacetylase inhibitor, has been shown to improve responses to ICIs in various tumor models with immunosuppressive TMEs. The precise and comprehensive alterations to the TME induced by entinostat remain unknown. Here, we employed single-cell RNA sequencing on HER2-overexpressing breast tumors from mice treated with entinostat and ICIs to fully characterize changes across multiple cell types within the TME. This analysis demonstrates that treatment with entinostat induced a shift from a protumor to an antitumor TME signature, characterized predominantly by changes in myeloid cells. We confirmed myeloid-derived suppressor cells (MDSC) within entinostat-treated tumors associated with a less suppressive granulocytic (G)-MDSC phenotype and exhibited altered suppressive signaling that involved the NFκB and STAT3 pathways. In addition to MDSCs, tumor-associated macrophages were epigenetically reprogrammed from a protumor M2-like phenotype toward an antitumor M1-like phenotype, which may be contributing to a more sensitized TME. Overall, our in-depth analysis suggests that entinostat-induced changes on multiple myeloid cell types reduce immunosuppression and increase antitumor responses, which, in turn, improve sensitivity to ICIs. Sensitization of the TME by entinostat could ultimately broaden the population of patients with breast cancer who could benefit from ICIs.
Collapse
|
44
|
Ozbek B, Ertunc O, Erickson A, Vidal ID, Gomes-Alexandre C, Guner G, Hicks JL, Jones T, Taube JM, Sfanos KS, Yegnasubramanian S, De Marzo AM. Multiplex immunohistochemical phenotyping of T cells in primary prostate cancer. Prostate 2022; 82:706-722. [PMID: 35188986 DOI: 10.1002/pros.24315] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 12/03/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND Most prostate cancers are "immune cold" and poorly responsive to immune checkpoint inhibitors. However, the mechanisms responsible for the lack of a robust antitumor adaptive immune response in the prostate are poorly understood, which hinders the development of novel immunotherapeutic approaches. AIMS Most inflammatory infiltrates in the prostate are centered around benign glands and stroma, which can confound the molecular characterization of the antitumor immune response. We sought to analytically validate a chromogenic-based multiplex immunohistochemistry (IHC) approach applicable to whole slide digital image analysis to quantify T cell subsets from the tumor microenvironment of primary prostatic adenocarcinomas. As an initial application, we tested the hypothesis that PTEN loss leads to an altered antitumor immune response by comparing matched regions of tumors within the same individual with and without PTEN loss. MATERIALS & METHODS Using the HALO Image Analysis Platform (Indica Labs), we trained a classifier to quantify the densities of eight T cell phenotypes separately in the tumor epithelial and stromal subcompartments. RESULTS The iterative chromogenic approach using 7 different antibodies on the same slide provides highly similar findings to results using individually stained slides with single antibodies. Our main findings in carcinomas (benign removed) include the following: i) CD4+ T cells are present at higher density than CD8+ T cells; ii) all T cell subsets are present at higher densities in the stromal compartment compared to the epithelial tumor compartment; iii) most CD4+ and CD8+ T cells are PD1+; iv) cancer foci with PTEN loss harbored increased numbers of T cells compared to regions without PTEN loss, in both stromal and epithelial compartments; and v) the increases in T cells in PTEN loss regions were associated with ERG gene fusion status. DISCUSSION This modular approach can apply to any IHC-validated antibody combination and sets the groundwork for more detailed spatial analyses. CONCLUSION Iterative chromogenic IHC can be used for whole slide analysis of prostate tissue samples and can complement transcriptomic results including those using single cell and spatial genomic approaches.
Collapse
|
45
|
Singh AK, Wang R, Lombardo KA, Praharaj M, Bullen CK, Um P, Davis S, Komm O, Illei PB, Ordonez AA, Bahr M, Huang J, Gupta A, Psoter KJ, Jain SK, Bivalacqua TJ, Yegnasubramanian S, Bishai WR. Dynamic single-cell RNA sequencing reveals BCG vaccination curtails SARS-CoV-2 induced disease severity and lung inflammation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.03.15.484018. [PMID: 35313583 PMCID: PMC8936112 DOI: 10.1101/2022.03.15.484018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
COVID-19 continues to exact a toll on human health despite the availability of several vaccines. Bacillus Calmette Guérin (BCG) has been shown to confer heterologous immune protection against viral infections including COVID-19 and has been proposed as vaccine against SARS-CoV-2 (SCV2). Here we tested intravenous BCG vaccination against COVID-19 using the golden Syrian hamster model together with immune profiling and single cell RNA sequencing (scRNAseq). We observed that BCG reduced both lung SCV2 viral load and bronchopneumonia. This was accompanied by an increase in lung alveolar macrophages, a reversal of SCV2-mediated T cell lymphopenia, and reduced lung granulocytes. Single cell transcriptome profiling showed that BCG uniquely recruits immunoglobulin-producing plasma cells to the lung suggesting accelerated antibody production. BCG vaccination also recruited elevated levels of Th1, Th17, Treg, CTLs, and Tmem cells, and differentially expressed gene (DEG) analysis showed a transcriptional shift away from exhaustion markers and towards antigen presentation and repair. Similarly, BCG enhanced lung recruitment of alveolar macrophages and reduced key interstitial macrophage subsets, with both cell-types also showing reduced IFN-associated gene expression. Our observations indicate that BCG vaccination protects against SCV2 immunopathology by promoting early lung immunoglobulin production and immunotolerizing transcriptional patterns among key myeloid and lymphoid populations.
Collapse
|
46
|
Nelson WG, Brawley OW, Isaacs WB, Platz EA, Yegnasubramanian S, Sfanos KS, Lotan TL, De Marzo AM. Health inequity drives disease biology to create disparities in prostate cancer outcomes. J Clin Invest 2022; 132:e155031. [PMID: 35104804 PMCID: PMC8803327 DOI: 10.1172/jci155031] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Prostate cancer exerts a greater toll on African American men than on White men of European descent (hereafter referred to as European American men): the disparity in incidence and mortality is greater than that of any other common cancer. The disproportionate impact of prostate cancer on Black men has been attributed to the genetics of African ancestry, to diet and lifestyle risk factors, and to unequal access to quality health care. In this Review, all of these influences are considered in the context of the evolving understanding that chronic or recurrent inflammatory processes drive prostatic carcinogenesis. Studies of inherited susceptibility highlight the contributions of genes involved in prostate cell and tissue repair (BRCA1/2, ATM) and regeneration (HOXB13 and MYC). Social determinants of health appear to accentuate these genetic influences by fueling prostate inflammation and associated cell and genome damage. Molecular characterization of the prostate cancers that arise in Black versus White men further implicates this inflammatory microenvironment in disease behavior. Yet, when Black and White men with similar grade and stage of prostate cancer are treated equally, they exhibit equivalent outcomes. The central role of prostate inflammation in prostate cancer development and progression augments the impact of the social determinants of health on disease pathogenesis. And, when coupled with poorer access to high-quality treatment, these inequities result in a disparate burden of prostate cancer on African American men.
Collapse
|
47
|
Coulter JB, Song DY, DeWeese TL, Yegnasubramanian S. Mechanisms, Challenges, and Opportunities in Combined Radiation and Hormonal Therapies. Semin Radiat Oncol 2021; 32:76-81. [PMID: 34861998 DOI: 10.1016/j.semradonc.2021.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Androgen receptor signaling blockade is perhaps the first example of targeted therapy in the treatment of cancer. Since the initial observations that prostate cancers depend on hormone signaling, hormonal therapies remain a cornerstone in the treatment of metastatic prostate cancer. Androgen deprivation therapy has been shown to improve outcomes involving treatment of prostate cancers with radiotherapy, though a mechanistic understanding into the optimal sequencing of androgen deprivation therapy and radiotherapy remains incomplete. In this review we highlight key clinical trials designed to study combinations of hormonal and radiotherapies and introduce recent discoveries into the complex biology of androgen receptor signaling and DNA damage and repair. These emerging mechanistic and translational studies may have profound implications on both our understanding of hormonal therapy and radiotherapy combinations and the development of novel treatment strategies for locally-advanced and metastatic castrate resistant prostate cancer.
Collapse
|
48
|
Asrani K, Torres AFC, Woo J, Vidotto T, Tsai HK, Luo J, Corey E, Hanratty B, Coleman I, Yegnasubramanian S, De Marzo AM, Nelson PS, Haffner MC, Lotan TL. Reciprocal YAP1 loss and INSM1 expression in neuroendocrine prostate cancer. J Pathol 2021; 255:425-437. [PMID: 34431104 PMCID: PMC8599638 DOI: 10.1002/path.5781] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 07/30/2021] [Accepted: 08/19/2021] [Indexed: 12/13/2022]
Abstract
Neuroendocrine prostate cancer (NEPC) is a rare but aggressive histologic variant of prostate cancer that responds poorly to androgen deprivation therapy. Hybrid NEPC-adenocarcinoma (AdCa) tumors are common, often eluding accurate pathologic diagnosis and requiring ancillary markers for classification. We recently performed an outlier-based meta-analysis across a number of independent gene expression microarray datasets to identify novel markers that differentiate NEPC from AdCa, including up-regulation of insulinoma-associated protein 1 (INSM1) and loss of Yes-associated protein 1 (YAP1). Here, using diverse cancer gene expression datasets, we show that Hippo pathway-related genes, including YAP1, are among the top down-regulated gene sets with expression of the neuroendocrine transcription factors, including INSM1. In prostate cancer cell lines, transgenic mouse models, and human prostate tumor cohorts, we confirm that YAP1 RNA and YAP1 protein expression are silenced in NEPC and demonstrate that the inverse correlation of INSM1 and YAP1 expression helps to distinguish AdCa from NEPC. Mechanistically, we find that YAP1 loss in NEPC may help to maintain INSM1 expression in prostate cancer cell lines and we further demonstrate that YAP1 silencing likely occurs epigenetically, via CpG hypermethylation near its transcriptional start site. Taken together, these data nominate two additional markers to distinguish NEPC from AdCa and add to data from other tumor types suggesting that Hippo signaling is tightly reciprocally regulated with neuroendocrine transcription factor expression. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
Collapse
|
49
|
Zhang J, Caushi J, Oliveira G, Zhang B, Ji Z, Naidoo J, Marrone K, Taube J, Hellmann M, Brahmer J, Merghoub T, Forde P, Yegnasubramanian S, Wu C, Ji H, Pardoll A, Smith K. 327 Development and validation of a neoantigen-specific T cell gene signature to identify antitumor T cells in lung cancer and melanoma. J Immunother Cancer 2021. [DOI: 10.1136/jitc-2021-sitc2021.327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
BackgroundMutation-associated neoantigen (MANA)-specific T cells play a key role in tumor control and response to immune checkpoint inhibition (ICI).1 2 However, the majority of tumor-infiltrating lymphocytes (TIL) are not specific for the tumor.3 Herein, we developed and validated MANAscore, a bioinformatic scoring algorithm based on the transcriptional programs of MANA-specific T cells to isolate antitumor T cells from bystander T cells in lung cancer and melanoma.MethodsCombined single-cell (sc) RNA-seq/TCR-seq was performed on TIL obtained from 15 resectable non-small cell lung cancer (NSCLC) patients receiving neoadjuvant anti-PD-1 (NCT02259621). MANA-specific clonotypes were identified by coculturing autologous T cells with predicted MANA, and were validated by cloning the full TCR alpha and beta chain as previously described.1 Using the TCRβ CDR3 as a barcode, antigen-specific T cells were linked with their intratumoral sc expression profile. Using the first two patients enrolled in the clinical trial as a discovery cohort, MANAscore was developed to identify gene programs that best distinguish MANA-specific vs viral-specific T cells from NSCLC. Prediction performance was assessed in independent patients from the NSCLC and melanoma cohort.2 Seven MANAscore< sup >hi</sup > TCRs were cloned and queried for reactivity to peptide libraries of putative MANA derived from whole-exome sequencing of the respective tumor. Association of MANAscorehi clones with response to ICIs among all patients was assessed.ResultsA total of 890 MANA- and 542 viral-specific T cells were identified in sc TIL from six NSCLC patients. MANA- and viral-specific TIL presented with unique transcriptional profiles. Particularly, MANA-specific CD8 TIL expressed a partially activated cytolytic program with co-expression of multiple immune checkpoints and upregulated transcriptional regulators of T cell dysfunction. MANAscore showed high prediction accuracy and outperformed CD39 in identifying tumor-reactive T cells in independent NSCLC patients, as well as in an external validation cohort of melanoma patients (3936 MANA-specific T cells and 626 viral-specific T cells from 4 patients). Of seven MANAscore< sup >hi</sup > clones tested for reactivity, three were confirmed as MANA-specific. The pseudobulk expression profile of MANAscore< sup >hi</sup > clones showed a significant correlation with response to ICI, which is not observed in total CD8+ TIL.ConclusionsMANA-specific TIL demonstrated a distinct gene signature that enabled us to identify de novo antitumor TIL in NSCLC and melanoma. MANAscore may serve as a useful tool in facilitating mechanistic studies of ICI response and resistance.Trial RegistrationNCT01970358,NCT02259621ReferencesSimoni, Yannick, et al. “Bystander CD8+ T cells are abundant and phenotypically distinct in human tumour infiltrates.” Nature 557.7706 (2018):575–579.Caushi, Justina X, et al. “Transcriptional programs of neoantigen-specific TIL in anti-PD-1-treated lung cancers.” Nature (2021):1–7.Oliveira, Giacomo, et al. “Phenotype, specificity and avidity of antitumour CD8+ T cells in melanoma.” Nature (2021):1–7.Ethics ApprovalThe melanoma clinical trial was approved by the Dana-Farber/Harvard Cancer Center Institutional Review Board (IRB) (NCT01970358). The NSCLC clinical trial was approved by the Institutional Review Boards (IRB) at Johns Hopkins University (JHU) and Memorial Sloan Kettering Cancer Center (NCT02259621)ConsentWritten informed consent was obtained from the patient for publication of this abstract and any accompanying images. A copy of the written consent is available for review by the Editor of this journal
Collapse
|
50
|
Haffner MC, Bhamidipati A, Tsai HK, Esopi DM, Vaghasia AM, Low JY, Patel RA, Guner G, Pham MT, Castagna N, Hicks J, Wyhs N, Aebersold R, De Marzo AM, Nelson WG, Guo T, Yegnasubramanian S. Phenotypic characterization of two novel cell line models of castration-resistant prostate cancer. Prostate 2021; 81:1159-1171. [PMID: 34402095 PMCID: PMC8460612 DOI: 10.1002/pros.24210] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 06/30/2021] [Accepted: 08/04/2021] [Indexed: 01/01/2023]
Abstract
BACKGROUND Resistance to androgen deprivation therapies is a major driver of mortality in advanced prostate cancer. Therefore, there is a need to develop new preclinical models that allow the investigation of resistance mechanisms and the assessment of drugs for the treatment of castration-resistant prostate cancer. METHODS We generated two novel cell line models (LAPC4-CR and VCaP-CR) which were derived by passaging LAPC4 and VCaP cells in vivo and in vitro under castrate conditions. We performed detailed transcriptomic (RNA-seq) and proteomic analyses (SWATH-MS) to delineate expression differences between castration-sensitive and castration-resistant cell lines. Furthermore, we characterized the in vivo and in vitro growth characteristics of these novel cell line models. RESULTS The two cell line derivatives LAPC4-CR and VCaP-CR showed castration-resistant growth in vitro and in vivo which was only minimally inhibited by AR antagonists, enzalutamide, and bicalutamide. High-dose androgen treatment resulted in significant growth arrest of VCaP-CR but not in LAPC4-CR cells. Both cell lines maintained AR expression, but exhibited distinct expression changes on the mRNA and protein level. Integrated analyses including data from LNCaP and the previously described castration-resistant LNCaP-abl cells revealed an expression signature of castration resistance. CONCLUSIONS The two novel cell line models LAPC4-CR and VCaP-CR and their comprehensive characterization on the RNA and protein level represent important resources to study the molecular mechanisms of castration resistance.
Collapse
|