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1.
Mol Cell ; 63(6): 976-89, 2016 09 15.
Article in English | MEDLINE | ID: mdl-27594448

ABSTRACT

Prostate inflammation has been suggested as an etiology for benign prostatic hyperplasia (BPH). We show that decreased expression of the androgen receptor (AR) in luminal cells of human BPH specimens correlates with a higher degree of regional prostatic inflammation. However, the cause-and-effect relationship between the two events remains unclear. We investigated specifically whether attenuating AR activity in prostate luminal cells induces inflammation. Disrupting luminal cell AR signaling in mouse models promotes cytokine production cell-autonomously, impairs epithelial barrier function, and induces immune cell infiltration, which further augments local production of cytokines and chemokines including Il-1 and Ccl2. This inflammatory microenvironment promotes AR-independent prostatic epithelial proliferation, which can be abolished by ablating IL-1 signaling or depleting its major cellular source, the macrophages. This study demonstrates that disrupting luminal AR signaling promotes prostate inflammation, which may serve as a mechanism for resistance to androgen-targeted therapy for prostate-related diseases.


Subject(s)
Epithelial Cells/metabolism , Homeostasis/genetics , Macrophages/metabolism , Prostate/metabolism , Prostatic Hyperplasia/genetics , Receptors, Androgen/genetics , Animals , Cell Proliferation , Chemokine CCL2/genetics , Chemokine CCL2/immunology , Chemokine CXCL10/genetics , Chemokine CXCL10/immunology , Epithelial Cells/immunology , Epithelial Cells/pathology , Gene Expression Regulation , Homeostasis/immunology , Humans , Inflammation , Interleukin-1alpha/genetics , Interleukin-1alpha/immunology , Interleukin-1beta/genetics , Interleukin-1beta/immunology , Leukocyte Common Antigens/genetics , Leukocyte Common Antigens/immunology , Macrophages/immunology , Macrophages/pathology , Male , Mice , Neutrophil Infiltration , Prostate/immunology , Prostate/pathology , Prostatic Hyperplasia/immunology , Prostatic Hyperplasia/metabolism , Prostatic Hyperplasia/pathology , Receptors, Androgen/immunology , Signal Transduction , Stromal Cells/immunology , Stromal Cells/metabolism , Stromal Cells/pathology
2.
Bioinformatics ; 38(7): 1830-1837, 2022 03 28.
Article in English | MEDLINE | ID: mdl-35134110

ABSTRACT

MOTIVATION: With the vast improvements in sequencing technologies and increased number of protocols, sequencing is being used to answer complex biological problems. Subsequently, analysis pipelines have become more time consuming and complicated, usually requiring highly extensive prevalidation steps. Here, we present SeqWho, a program designed to assess heuristically the quality of sequencing files and reliably classify the organism and protocol type by using Random Forest classifiers trained on biases native in k-mer frequencies and repeat sequence identities. RESULTS: Using one of our primary models, we show that our method accurately and rapidly classifies human and mouse sequences from nine different sequencing libraries by species, library and both together, 98.32%, 97.86% and 96.38% of the time, respectively. Ultimately, we demonstrate that SeqWho is a powerful method for reliably validating the quality and identity of the sequencing files used in any pipeline. AVAILABILITY AND IMPLEMENTATION: https://github.com/DaehwanKimLab/seqwho. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
High-Throughput Nucleotide Sequencing , Software , Humans , Animals , Mice , Sequence Analysis, DNA/methods , High-Throughput Nucleotide Sequencing/methods
3.
J Pathol ; 256(4): 427-441, 2022 04.
Article in English | MEDLINE | ID: mdl-34928497

ABSTRACT

Benign prostatic hyperplasia (BPH) is a progressive expansion of peri-urethral prostate tissue common in aging men. Patients with enlarged prostates are treated with 5-alpha reductase inhibitors (5ARIs) to shrink prostate volume by blocking the conversion of testosterone to dihydrotestosterone (DHT). A reduction in DHT levels can elicit atrophy and apoptosis of prostate secretory luminal cells, which results in a favorable clinical response characterized by improved lower urinary tract symptoms. However, the histologic response to 5ARI treatment is often heterogeneous across prostate acini and lower urinary tract symptoms can persist to require surgical intervention. We used two spatial profiling approaches to characterize gene expression changes across histologically normal and atrophied regions in prostates from 5ARI-treated men. Objective transcriptomic profiling using the Visium spatial gene expression platform showed that 5ARI-induced atrophy of prostate luminal cells correlated with reduced androgen receptor signaling and increased expression of urethral club cell genes including LTF, PIGR, OLFM4, SCGB1A1, and SCGB3A1. Prostate luminal cells within atrophied acini adapted to decreased DHT conditions by increasing NF-κB signaling and anti-apoptotic BCL2 expression, which may explain their survival. Using GeoMx digital spatial profiling with a probe set to assess ~18 000 RNA targets, we confirmed that atrophied acini expressing SCGB3A1 displayed higher levels of club cell markers compared with histologically normal acini with NKX3-1 expression. In addition, club-like cells within regions of 5ARI-induced atrophy closely resembled true club cells from the prostatic urethra. A comparison of histologically normal regions from 5ARI-treated men and histologically normal regions from untreated men revealed few transcriptional differences. Taken together, our results describe a heterogeneous response to 5ARI treatment where cells in atrophied acini undergo an adaptation from a prostate secretory luminal to a club cell-like state in response to 5ARI treatment. © 2021 The Pathological Society of Great Britain and Ireland.


Subject(s)
Lower Urinary Tract Symptoms , Prostatic Hyperplasia , 5-alpha Reductase Inhibitors/pharmacology , 5-alpha Reductase Inhibitors/therapeutic use , Atrophy/pathology , Dihydrotestosterone/pharmacology , Humans , Lower Urinary Tract Symptoms/drug therapy , Lower Urinary Tract Symptoms/pathology , Male , Prostate/pathology , Prostatic Hyperplasia/drug therapy , Prostatic Hyperplasia/genetics , Prostatic Hyperplasia/pathology
4.
J Pathol ; 255(2): 141-154, 2021 10.
Article in English | MEDLINE | ID: mdl-34173975

ABSTRACT

Stromal-epithelial interactions are critical to the morphogenesis, differentiation, and homeostasis of the prostate, but the molecular identity and anatomy of discrete stromal cell types is poorly understood. Using single-cell RNA sequencing, we identified and validated the in situ localization of three smooth muscle subtypes (prostate smooth muscle, pericytes, and vascular smooth muscle) and two novel fibroblast subtypes in human prostate. Peri-epithelial fibroblasts (APOD+) wrap around epithelial structures, whereas interstitial fibroblasts (C7+) are interspersed in extracellular matrix. In contrast, the mouse displayed three fibroblast subtypes with distinct proximal-distal and lobe-specific distribution patterns. Statistical analysis of mouse and human fibroblasts showed transcriptional correlation between mouse prostate (C3+) and urethral (Lgr5+) fibroblasts and the human interstitial fibroblast subtype. Both urethral fibroblasts (Lgr5+) and ductal fibroblasts (Wnt2+) in the mouse contribute to a proximal Wnt/Tgfb signaling niche that is absent in human prostate. Instead, human peri-epithelial fibroblasts express secreted WNT inhibitors SFRPs and DKK1, which could serve as a buffer against stromal WNT ligands by creating a localized signaling niche around individual prostate glands. We also identified proximal-distal fibroblast density differences in human prostate that could amplify stromal signaling around proximal prostate ducts. In human benign prostatic hyperplasia, fibroblast subtypes upregulate critical immunoregulatory pathways and show distinct distributions in stromal and glandular phenotypes. A detailed taxonomy of leukocytes in benign prostatic hyperplasia reveals an influx of myeloid dendritic cells, T cells and B cells, resembling a mucosal inflammatory disorder. A receptor-ligand interaction analysis of all cell types revealed a central role for fibroblasts in growth factor, morphogen, and chemokine signaling to endothelia, epithelia, and leukocytes. These data are foundational to the development of new therapeutic targets in benign prostatic hyperplasia. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Cellular Microenvironment/physiology , Fibroblasts/cytology , Prostate/cytology , Animals , Extracellular Matrix , Humans , Male , Mice , Prostatic Hyperplasia/pathology , Single-Cell Analysis
5.
J Urol ; 206(Suppl 3): e796, 2021 09.
Article in English | MEDLINE | ID: mdl-34346772

ABSTRACT

INTRODUCTION AND OBJECTIVE: Prune Belly Syndrome (PBS) is characterized by bladder dysmyogenesis, yielding a dysfunctional compliant thick wall with excess collagen deposition. To dissect the cellular heterogeneity and gene expression networks altered in PBS, we report the cell type composition and transcriptional activity of PBS human bladder by using single cell RNA sequencing (scRNA-seq). METHODS: Using IRB-approved methods, bladder dome from 2 PBS and 6 non-PBS control (CO) males underwent fresh single-cell digestion. scRNA-seq was performed and 5277 and 31828 bladder cells from PBS and CO patients was detected, respectively. Cell type clusters were graphically displayed by Uniform Manifold Approximation and Projection (UMap) plot and differentially expressed genes (DEGs) were generated to assign each cluster identity. KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway analysis was performed for PBS affected genes. RESULTS: We identified 17 distinct bladder cell clusters, including 6 fibroblast (1, 2, 3, and 4, immunofibroblast, myofibroblast), 1 smooth muscle (SM), and 2 urothelial (umbrella and basal+intermediate) clusters (Fig 1A-B). Counts of individual cell types were expressed as relative proportions, identifying significant PBS fibroblast enrichment, (67% PBS vs 40% CO). Five of 6 PBS fibroblast sub-types are proportionately fewer in number than in CO. The exception is a dominant fibroblast sub-type we label as fibroblast 4, (61% of all PBS fibroblasts vs <10% CO fibroblast subtypes). SM and urothelial cell populations are dramatically reduced in PBS (SM: 5% PBS vs 11% CO and urothelial: <1% PBS vs 7% CO) (Fig 1C-E). PBS fibroblast DEGs, but not SM cells, are enriched in collagen genes. Fibroblast markers (DCN and PLA2G2A) and SM genes (DES, TPM2 and TAGLN) are reduced (by 4, 13, 2, 4, and 2x respectively) in PBS cells (Fig 1G). KEGG pathways analysis for fibroblasts and SM showed a highly similar enrichment for neurodegenerative disease pathways (Fig 1H-I). CONCLUSIONS: Using scRNA-seq, we identified and characterized the disarrayed cell type populations in PBS bladders, generating their unbiased transcriptomic signatures which highlight commonality with neurodegenerative diseases. This PBS transcriptomic map is a step toward potential markers for diagnosis and therapeutic intervention.[Figure: see text]Source of Funding:NIH DK100483, DK127589 PI: Baker, L.

6.
Prostate ; 80(11): 872-884, 2020 08.
Article in English | MEDLINE | ID: mdl-32497356

ABSTRACT

BACKGROUND: Castration-insensitive epithelial progenitors capable of regenerating the prostate have been proposed to be concentrated in the proximal region based on facultative assays. Functional characterization of prostate epithelial populations isolated with individual cell surface markers has failed to provide a consensus on the anatomical and transcriptional identity of proximal prostate progenitors. METHODS: Here, we use single-cell RNA sequencing to obtain a complete transcriptomic profile of all epithelial cells in the mouse prostate and urethra to objectively identify cellular subtypes. Pan-transcriptomic comparison to human prostate cell types identified a mouse equivalent of human urethral luminal cells, which highly expressed putative prostate progenitor markers. Validation of the urethral luminal cell cluster was performed using immunostaining and flow cytometry. RESULTS: Our data reveal that previously identified facultative progenitors marked by Trop2, Sca-1, KRT4, and PSCA are actually luminal epithelial cells of the urethra that extend into the proximal region of the prostate, and are resistant to castration-induced androgen deprivation. Mouse urethral luminal cells were identified to be the equivalent of previously identified human club and hillock cells that similarly extend into proximal prostate ducts. Benign prostatic hyperplasia (BPH) has long been considered an "embryonic reawakening," but the cellular origin of the hyperplastic growth concentrated in the periurethral region is unclear. We demonstrate an increase in urethral luminal cells within glandular nodules from BPH patients. Urethral luminal cells are further increased in patients treated with a 5-α reductase inhibitor. CONCLUSIONS: Our data demonstrate that cells of the proximal prostate that express putative progenitor markers, and are enriched by castration in the proximal prostate, are urethral luminal cells and that these cells may play an important role in the etiology of human BPH.


Subject(s)
Prostate/cytology , Stem Cells/cytology , Urethra/cytology , Adolescent , Adult , Animals , Antigens, Neoplasm/metabolism , Cell Adhesion Molecules/metabolism , Epithelial Cells/cytology , Epithelial Cells/metabolism , Humans , Male , Mice , Mice, Inbred C57BL , Prostate/metabolism , Stem Cells/metabolism , Urethra/metabolism , Young Adult
7.
Prostate ; 77(13): 1344-1355, 2017 May.
Article in English | MEDLINE | ID: mdl-28795417

ABSTRACT

BACKGROUND: Understanding the molecular pathogenesis of distinct phenotypes in human benign prostatic hyperplasia (BPH) is essential to improving therapeutic intervention. Current therapies target smooth muscle and luminal epithelia for relief of lower urinary tract symptoms (LUTS) due to BPH, but basal cell hyperplasia (BCH) remains untargeted. The incidence of has been reported at 8-10%, but a molecular and cellular characterization has not been performed on this phenotype. METHODS: Using freshly digested tissue from surgical specimens, we performed RNA-seq analysis of flow cytometry-purified basal epithelia from 3 patients with and 4 patients without a majority BCH phenotype. qPCR was performed on 28 genes identified as significant from 13 non-BCH and 7 BCH specimens to confirm transcriptomic analysis. IHC was performed on several non-BCH and BCH specimens for 3 proteins identified as significant by transcriptomic analysis. RESULTS: A total of 141 human BPH specimens were analyzed for the presence of BCH. Clinical characteristics of non-BCH and BCH cohorts revealed no significant differences in age, PSA, prostate volume, medical treatment, or comorbidities. Quantitation of cellular subsets by flow cytometry in 11 BCH patients vs. 11 non-BCH patients demonstrated a significant increase in the ratio of basal to luminal epithelia in patients with BCH (P <0.05), but no significant differences in the total number of leukocytes. RNA-seq data from flow cytometry isolated basal epithelia from patients with and without BCH were subjected to gene set enrichment analysis of differentially expressed genes, which revealed increased expression of members of the epidermal differentiation complex. Transcriptomic data were complemented by immunohistochemistry for members of the epidermal differentiation complex, revealing a morphological similarity to other stratified squamous epithelial layers. CONCLUSIONS: Increased expression of epidermal differentiation complex members and altered epithelial stratification resembles the progression of other metaplastic diseases. These data provide insight into the plasticity of the human prostate epithelium and suggest a classification of basal cell hyperplasia as a metaplasia.


Subject(s)
Epithelial Cells/pathology , Integrin alpha6/genetics , Membrane Proteins/genetics , Neoplasms, Basal Cell , Prostate/pathology , Prostatic Hyperplasia , Aged , Disease Management , Disease Progression , Gene Expression Profiling/methods , Humans , Immunohistochemistry , Male , Metaplasia/genetics , Metaplasia/pathology , Middle Aged , Neoplasms, Basal Cell/drug therapy , Neoplasms, Basal Cell/genetics , Neoplasms, Basal Cell/pathology , Organ Size , Prostatic Hyperplasia/drug therapy , Prostatic Hyperplasia/genetics , Prostatic Hyperplasia/pathology , Sequence Analysis, RNA/methods
8.
Differentiation ; 91(4-5): 139-51, 2016.
Article in English | MEDLINE | ID: mdl-26546040

ABSTRACT

The use of lineage tracing in transgenic mouse models has revealed an abundance of subcellular phenotypes responsible for maintaining prostate homeostasis. The ability to use fresh human tissues to examine the hypotheses generated by these mouse experiments has been greatly enhanced by technical advances in tissue processing, flow cytometry and cell culture. We describe in detail the optimization of protocols for each of these areas to facilitate research on solving human prostate diseases through the analysis of human tissue.


Subject(s)
Cell Differentiation/genetics , Cell Separation/methods , Epithelial Cells/cytology , Prostate/cytology , Animals , Flow Cytometry , Humans , Male , Mice , Mice, Transgenic , Prostate/growth & development
10.
Cell Rep ; 40(11): 111362, 2022 09 13.
Article in English | MEDLINE | ID: mdl-36103820

ABSTRACT

Obesity is associated with increased cancer incidence and progression. However, the relationship between adiposity and cancer remains poorly understood at the mechanistic level. Here, we report that adipocytes from tumor-invasive mammary fat undergo de-differentiation to fibroblast-like precursor cells during tumor progression and integrate into the tumor microenvironment. Single-cell sequencing reveals that these de-differentiated adipocytes lose their original identities and transform into multiple cell types, including myofibroblast- and macrophage-like cells, with their characteristic features involved in immune response, inflammation, and extracellular matrix remodeling. The de-differentiated cells are metabolically distinct from tumor-associated fibroblasts but exhibit comparable effects on tumor cell proliferation. Inducing de-differentiation by Xbp1s overexpression promotes tumor progression despite lower adiposity. In contrast, promoting lipid-storage capacity in adipocytes through MitoNEET overexpression curbs tumor growth despite greater adiposity. Collectively, the metabolic interplay between tumor cells and adipocytes induces adipocyte mesenchymal transition and contributes to reconfigure the stroma into a more tumor-friendly microenvironment.


Subject(s)
Breast Neoplasms , Mammary Neoplasms, Animal , Adipocytes/metabolism , Animals , Breast Neoplasms/pathology , Extracellular Matrix/metabolism , Female , Humans , Mammary Neoplasms, Animal/pathology , Tumor Microenvironment
11.
Physiol Rep ; 9(15): e14964, 2021 08.
Article in English | MEDLINE | ID: mdl-34337899

ABSTRACT

The void spot assay (VSA) is a cost-effective method for evaluating and quantifying mouse urinary voiding phenotypes. The VSA has been used to differentiate voiding behaviors between experimental groups, but not as a diagnostic assay. To build toward this goal, we used the VSA to define voiding patterns of male mice with diabetic diuresis (BTBR.Cg-Lepob /WiscJ mice), irritative urinary dysfunction (E. coli UTI89 urinary tract infection), and obstructive urinary dysfunction (testosterone and estradiol slow-release implants) compared to their respective controls. Many studies compare individual VSA endpoints (urine spot size, quantity, or distribution) between experimental groups. Here, we consider all endpoints collectively to establish VSA phenomes of mice with three different etiologies of voiding dysfunction. We created an approach called normalized endpoint work through (NEW) to normalize VSA outputs to control mice, and then applied principal components analysis and hierarchical clustering to 12 equally weighted, normalized, scaled, and zero-centered VSA outcomes collected from each mouse (the VSA phenome). This approach accurately classifies mice based on voiding dysfunction etiology. We used principal components analysis and hierarchical clustering to show that some aged mice (>24 m old) develop an obstructive or a diabetic diuresis VSA phenotype while others develop a unique phenotype that does not cluster with that of diabetic, infected, or obstructed mice. These findings support use of the VSA to identify specific urinary phenotypes in mice and the continued use of aged mice as they develop urinary dysfunction representative of the various etiologies of LUTS in men.


Subject(s)
Biological Assay/methods , Diuresis , Urinary Bladder/physiopathology , Urinary Incontinence, Stress/physiopathology , Urinary Tract Infections/physiopathology , Urination Disorders/physiopathology , Urodynamics , Animals , Diabetes Mellitus, Experimental/complications , Male , Mice , Mice, Inbred C57BL , Mice, Obese , Testosterone/pharmacology
12.
Cell Stem Cell ; 28(4): 685-701.e7, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33539723

ABSTRACT

Adipose precursor cells (APCs) exhibit regional variation in response to obesity, for unclear reasons. Here, we reveal that HIFα-induced PDGFRß signaling within murine white adipose tissue (WAT) PDGFRß+ cells drives inhibitory serine 112 (S112) phosphorylation of PPARγ, the master regulator of adipogenesis. Levels of PPARγ S112 phosphorylation in WAT PDGFRß+ cells are depot dependent, with levels of PPARγ phosphorylation in PDGFRß+ cells inversely correlating with their capacity for adipogenesis upon high-fat-diet feeding. HIFα suppression in PDGFRß+ progenitors promotes subcutaneous and intra-abdominal adipogenesis, healthy WAT remodeling, and improved metabolic health in obesity. These metabolic benefits are mimicked by treatment of obese mice with the PDGFR antagonist Imatinib, which promotes adipocyte hyperplasia and glucose tolerance in a progenitor cell PPARγ-dependent manner. Our studies unveil a mechanism underlying depot-specific responses of APCs to high-fat feeding and highlight the potential for APCs to be targeted pharmacologically to improve metabolic health in obesity.


Subject(s)
Adipogenesis , Adipose Tissue , Adipocytes , Adipose Tissue, White , Animals , Diet, High-Fat , Mice , Mice, Inbred C57BL , Obesity
13.
Cell Rep ; 28(6): 1499-1510.e6, 2019 08 06.
Article in English | MEDLINE | ID: mdl-31390564

ABSTRACT

Aging is associated with loss of tissue mass and a decline in adult stem cell function in many tissues. In contrast, aging in the prostate is associated with growth-related diseases including benign prostatic hyperplasia (BPH). Surprisingly, the effects of aging on prostate epithelial cells have not been established. Here we find that organoid-forming progenitor activity of mouse prostate basal and luminal cells is maintained with age. This is caused by an age-related expansion of progenitor-like luminal cells that share features with human prostate luminal progenitor cells. The increase in luminal progenitor cells may contribute to greater risk for growth-related disease in the aging prostate. Importantly, we demonstrate expansion of human luminal progenitor cells in BPH. In summary, we define a Trop2+ luminal progenitor subset and identify an age-related shift in the luminal compartment of the mouse and human prostate epithelium.


Subject(s)
Aging/pathology , Prostate/pathology , Prostatic Hyperplasia/pathology , Stem Cells/pathology , Adolescent , Adult , Animals , Antigens, Neoplasm/metabolism , Cell Adhesion Molecules/metabolism , Cell Proliferation , Humans , Male , Mice , Mice, Inbred C57BL , Middle Aged , Organoids/pathology , Young Adult
14.
Elife ; 72018 09 28.
Article in English | MEDLINE | ID: mdl-30265241

ABSTRACT

White adipose tissue (WAT) remodeling is dictated by coordinated interactions between adipocytes and resident stromal-vascular cells; however, the functional heterogeneity of adipose stromal cells has remained unresolved. We combined single-cell RNA-sequencing and FACS to identify and isolate functionally distinct subpopulations of PDGFRß+ stromal cells within visceral WAT of adult mice. LY6C- CD9- PDGFRß+ cells represent highly adipogenic visceral adipocyte precursor cells ('APCs'), whereas LY6C+ PDGFRß+ cells represent fibro-inflammatory progenitors ('FIPs'). FIPs lack adipogenic capacity, display pro-fibrogenic/pro-inflammatory phenotypes, and can exert an anti-adipogenic effect on APCs. The pro-inflammatory phenotype of PDGFRß+ cells is regulated, at least in part, by NR4A nuclear receptors. These data highlight the functional heterogeneity of visceral WAT perivascular cells, and provide insight into potential cell-cell interactions impacting adipogenesis and inflammation. These improved strategies to isolate FIPs and APCs from visceral WAT will facilitate the study of physiological WAT remodeling and mechanisms leading to metabolic dysfunction. Editorial note: This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed.


Subject(s)
Adipogenesis , Aging/pathology , Inflammation/pathology , Intra-Abdominal Fat/pathology , Adipocytes/metabolism , Adipose Tissue, White/metabolism , Animals , Antigens, Ly/metabolism , Cell Differentiation , Cell Separation , Diet, High-Fat , Female , Fibrosis , Gene Expression Profiling , Green Fluorescent Proteins/metabolism , Male , Mice , Mice, Inbred C57BL , Models, Biological , Phenotype , Receptor, Platelet-Derived Growth Factor beta/metabolism , Sequence Analysis, RNA , Single-Cell Analysis , Stromal Cells/metabolism , Stromal Cells/pathology , Tetraspanin 29/metabolism
15.
Cell Rep ; 25(12): 3530-3542.e5, 2018 12 18.
Article in English | MEDLINE | ID: mdl-30566875

ABSTRACT

A comprehensive cellular anatomy of normal human prostate is essential for solving the cellular origins of benign prostatic hyperplasia and prostate cancer. The tools used to analyze the contribution of individual cell types are not robust. We provide a cellular atlas of the young adult human prostate and prostatic urethra using an iterative process of single-cell RNA sequencing (scRNA-seq) and flow cytometry on ∼98,000 cells taken from different anatomical regions. Immunohistochemistry with newly derived cell type-specific markers revealed the distribution of each epithelial and stromal cell type on whole mounts, revising our understanding of zonal anatomy. Based on discovered cell surface markers, flow cytometry antibody panels were designed to improve the purification of each cell type, with each gate confirmed by scRNA-seq. The molecular classification, anatomical distribution, and purification tools for each cell type in the human prostate create a powerful resource for experimental design in human prostate disease.


Subject(s)
Prostate/anatomy & histology , Prostate/cytology , Urethra/anatomy & histology , Urethra/cytology , Adult , Epithelial Cells/cytology , Humans , Male , Sequence Analysis, RNA , Single-Cell Analysis , Stromal Cells/cytology
16.
Cancer Cell ; 34(6): 996-1011.e8, 2018 12 10.
Article in English | MEDLINE | ID: mdl-30537516

ABSTRACT

Identifying the earliest somatic changes in prostate cancer can give important insights into tumor evolution and aids in stratifying high- from low-risk disease. We integrated whole genome, transcriptome and methylome analysis of early-onset prostate cancers (diagnosis ≤55 years). Characterization across 292 prostate cancer genomes revealed age-related genomic alterations and a clock-like enzymatic-driven mutational process contributing to the earliest mutations in prostate cancer patients. Our integrative analysis identified four molecular subgroups, including a particularly aggressive subgroup with recurrent duplications associated with increased expression of ESRP1, which we validate in 12,000 tissue microarray tumors. Finally, we combined the patterns of molecular co-occurrence and risk-based subgroup information to deconvolve the molecular and clinical trajectories of prostate cancer from single patient samples.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/genetics , Transcriptome , Adult , Biomarkers, Tumor/metabolism , Evolution, Molecular , Humans , Male , Middle Aged , Mutation , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Risk Factors , Whole Genome Sequencing/methods
17.
J Vis Exp ; (91): e51312, 2014 Sep 01.
Article in English | MEDLINE | ID: mdl-25225985

ABSTRACT

Angiogenesis is a vital process for normal tissue development and wound healing, but is also associated with a variety of pathological conditions. Using this protocol, angiogenesis may be measured in vitro in a fast, quantifiable manner. Primary or immortalized endothelial cells are mixed with conditioned media and plated on basement membrane matrix. The endothelial cells form capillary like structures in response to angiogenic signals found in conditioned media. The tube formation occurs quickly with endothelial cells beginning to align themselves within 1 hr and lumen-containing tubules beginning to appear within 2 hr. Tubes can be visualized using a phase contrast inverted microscope, or the cells can be treated with calcein AM prior to the assay and tubes visualized through fluorescence or confocal microscopy. The number of branch sites/nodes, loops/meshes, or number or length of tubes formed can be easily quantified as a measure of in vitro angiogenesis. In summary, this assay can be used to identify genes and pathways that are involved in the promotion or inhibition of angiogenesis in a rapid, reproducible, and quantitative manner.


Subject(s)
Endothelial Cells/physiology , Neovascularization, Physiologic/physiology , Animals , Cell Line , Cell Line, Transformed , Culture Media, Conditioned , Human Umbilical Vein Endothelial Cells , Humans , Mice
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