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1.
Prostate Cancer Prostatic Dis ; 26(4): 751-758, 2023 Dec.
Article in English | MEDLINE | ID: mdl-36100698

ABSTRACT

BACKGROUND: Prostate cancer (PCa) typically spreads to the bone, and this distribution is attributed to the central role of the microenvironment in progression. However, metastasis to the adrenal glands, while not as common, does occur. The biology that accounts for adrenal metastases may be attributed to the unique local steroid metabolome and co-clinical characterization may elucidate the role steroid biosynthesis plays in PCa progression. METHODS: Three patients with metastatic PCa who had archived tumor tissue from an adrenalectomy were retrospectively identified, and one adrenal metastasis was developed into a xenograft (MDA-PCa-250). The adrenal metastases were characterized by performing somatic DNA whole exome sequencing (WES), RNA-Seq, immunohistochemistry (IHC), and steroid metabolite quantitation. The influence of steroid metabolites on adrenal metastasis cells and tumor growth was tested in vitro and in vivo. RESULTS: Clinically, adrenalectomy was performed during castration-resistant oligometastatic disease, and two men experienced resensitization to leuprolide. Somatic DNA WES revealed heterogeneous alterations in tumor suppressor and DNA damage repair pathway genes. Adrenal metastases had active androgen receptor (AR) signaling by IHC, and RNA-Seq supported a potential role for adrenal androgen precursor metabolism in activating the AR. Steroid quantitation suggested the adrenal androgen precursors were converted into testosterone in these metastases, and stable isotope tracing of an organoid from MDA-PCa-250 confirmed the capability of adrenal metastases to biosynthesize testosterone from adrenal precursors. In vitro testing of a cell line derived from MDA-PCa-250 showed that testosterone and cortisol stimulated tumor cell growth. In vivo experiments demonstrated that MDA-PCa-250 grew in intact mice with circulating testosterone, but not in castrated mice. CONCLUSIONS: PCa adrenal metastases depend upon AR signaling driven by androgen precursors, androstenedione and dehydroepiandrosterone, available in the microenvironment, despite the presence of heterogeneous somatic DNA alterations. Moreover, MDA-PCa-250 provides a preclinical model that can recapitulate the unique androgen-dependence of adrenal metastases. CLINICAL TRIAL REGISTRATION: This study does not report the clinical results of a clinical trial, but it does use samples from a completed clinical trial that is registered with clinicaltrials.gov (NCT01254864).


Subject(s)
Androgens , Prostatic Neoplasms , Male , Humans , Animals , Mice , Androgens/metabolism , Prostatic Neoplasms/pathology , Receptors, Androgen/genetics , Receptors, Androgen/metabolism , Retrospective Studies , Steroids/metabolism , Testosterone/metabolism , DNA , Cell Line, Tumor , Tumor Microenvironment
2.
JCO Clin Cancer Inform ; 6: e2100131, 2022 02.
Article in English | MEDLINE | ID: mdl-35192404

ABSTRACT

PURPOSE: To develop a novel artificial intelligence (AI)-powered method for the prediction of prostate cancer (PCa) early recurrence and identification of driver regions in PCa of all Gleason Grade Group (GGG). MATERIALS AND METHODS: Deep convolutional neural networks were used to develop the AI model. The AI model was trained on The Cancer Genome Atlas Prostatic Adenocarcinoma (TCGA-PRAD) whole slide images (WSI) and data set (n = 243) to predict 3-year biochemical recurrence after radical prostatectomy (RP) and was subsequently validated on WSI from patients with PCa (n = 173) from the University of Wisconsin-Madison. RESULTS: Our AI-powered platform can extract visual and subvisual morphologic features from WSI to identify driver regions predictive of early recurrence of PCa (regions of interest [ROIs]) after RP. The ROIs were ranked with AI-morphometric scores, which were prognostic for 3-year biochemical recurrence (area under the curve [AUC], 0.78), which is significantly better than the GGG overall (AUC, 0.62). The AI-morphometric scores also showed high accuracy in the prediction of recurrence for low- or intermediate-risk PCa-AUC, 0.76, 0.84, and 0.81 for GGG1, GGG2, and GGG3, respectively. These patients could benefit the most from timely adjuvant therapy after RP. The predictive value of the high-scored ROIs was validated by known PCa biomarkers studied. With this focused biomarker analysis, a potentially new STING pathway-related PCa biomarker-TMEM173-was identified. CONCLUSION: Our study introduces a novel approach for identifying patients with PCa at risk for early recurrence regardless of their GGG status and for identifying cancer drivers for focused evolution-aware novel biomarker discovery.


Subject(s)
Artificial Intelligence , Prostatic Neoplasms , Humans , Male , Prostate/pathology , Prostate-Specific Antigen , Prostatectomy/methods , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/surgery
3.
JAMA Netw Open ; 4(11): e2132554, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34730818

ABSTRACT

Importance: The Gleason grading system has been the most reliable tool for the prognosis of prostate cancer since its development. However, its clinical application remains limited by interobserver variability in grading and quantification, which has negative consequences for risk assessment and clinical management of prostate cancer. Objective: To examine the impact of an artificial intelligence (AI)-assisted approach to prostate cancer grading and quantification. Design, Setting, and Participants: This diagnostic study was conducted at the University of Wisconsin-Madison from August 2, 2017, to December 30, 2019. The study chronologically selected 589 men with biopsy-confirmed prostate cancer who received care in the University of Wisconsin Health System between January 1, 2005, and February 28, 2017. A total of 1000 biopsy slides (1 or 2 slides per patient) were selected and scanned to create digital whole-slide images, which were used to develop and validate a deep convolutional neural network-based AI-powered platform. The whole-slide images were divided into a training set (n = 838) and validation set (n = 162). Three experienced academic urological pathologists (W.H., K.A.I., and R.H., hereinafter referred to as pathologists 1, 2, and 3, respectively) were involved in the validation. Data were collected between December 29, 2018, and December 20, 2019, and analyzed from January 4, 2020, to March 1, 2021. Main Outcomes and Measures: Accuracy of prostate cancer detection by the AI-powered platform and comparison of prostate cancer grading and quantification performed by the 3 pathologists using manual vs AI-assisted methods. Results: Among 589 men with biopsy slides, the mean (SD) age was 63.8 (8.2) years, the mean (SD) prebiopsy prostate-specific antigen level was 10.2 (16.2) ng/mL, and the mean (SD) total cancer volume was 15.4% (20.1%). The AI system was able to distinguish prostate cancer from benign prostatic epithelium and stroma with high accuracy at the patch-pixel level, with an area under the receiver operating characteristic curve of 0.92 (95% CI, 0.88-0.95). The AI system achieved almost perfect agreement with the training pathologist (pathologist 1) in detecting prostate cancer at the patch-pixel level (weighted κ = 0.97; asymptotic 95% CI, 0.96-0.98) and in grading prostate cancer at the slide level (weighted κ = 0.98; asymptotic 95% CI, 0.96-1.00). Use of the AI-assisted method was associated with significant improvements in the concordance of prostate cancer grading and quantification between the 3 pathologists (eg, pathologists 1 and 2: 90.1% agreement using AI-assisted method vs 84.0% agreement using manual method; P < .001) and significantly higher weighted κ values for all pathologists (eg, pathologists 2 and 3: weighted κ = 0.92 [asymptotic 95% CI, 0.90-0.94] for AI-assisted method vs 0.76 [asymptotic 95% CI, 0.71-0.80] for manual method; P < .001) compared with the manual method. Conclusions and Relevance: In this diagnostic study, an AI-powered platform was able to detect, grade, and quantify prostate cancer with high accuracy and efficiency and was associated with significant reductions in interobserver variability. These results suggest that an AI-powered platform could potentially transform histopathological evaluation and improve risk stratification and clinical management of prostate cancer.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Neoplasm Grading/methods , Prostatic Neoplasms/pathology , Aged , Aged, 80 and over , Algorithms , Artificial Intelligence , Humans , Image Interpretation, Computer-Assisted/standards , Male , Middle Aged , Neural Networks, Computer , Observer Variation , Reproducibility of Results , Wisconsin
4.
Prostate ; 81(12): 799-811, 2021 09.
Article in English | MEDLINE | ID: mdl-34170017

ABSTRACT

BACKGROUND: Most cancer cells are more glycolytic even under aerobic conditions compared with their normal counterparts. Recent evidence of tumor cell metabolism, however, shows that some tumors also increase mitochondrial oxidative phosphorylation (ox-phos) at some disease states during progression and/or development of drug resistance. Our data show that anti-androgen enzalutamide (ENZA) resistant prostate cancer (PCa) cells use more mitochondrial metabolism leading to higher ox-phos as compared to the ENZA-sensitive cells and can become vulnerable to mitochondrial metabolism targeted therapies. METHODS: Seahorse assay, mass spectrometry and high resolution fluorescence confocal microscopy coupled with image analysis has been used to compare mitochondrial metabolism in ENZA-treated and -untreated anti-androgen-sensitive LNCaP and -resistant C4-2, CWR22ν1, and PCa2b cells. Ex vivo fluorescence microscopy and image analysis has been standardized to monitor mitochondrial electron transport (ETS) activity that likely increases ox-phos in circulating tumor cells (CTCs) isolated fom patients undergoing AR-targeted therapies. RESULTS: Our data show that PCa cells that are resistant to anti-androgen ENZA switch from glycolysis to ox-phos leading to an increased ETS activity. ENZA pretreated cells are more vulnerable to ETS component complex I inhibitor IACS-010759 (IACS) and mitochondrial glutaminase inhibitor CB-839 that reduces glutamate supply to tricarboxylic acid cycle. CTCs isolated from 6 of 20 patient blood samples showed relatively higher ETS activity than the rest of the patients. All six patients have developed ENZA resistance within less than 6 months of the sample collection. CONCLUSION: The enhanced growth inhibitory effects of mitochondrial metabolic inhibitors IACS and CB-839 in ENZA pretreated PCa cells provides a rationale for designing a drug combination trial. Patients can be selected for such trials by monitoring the mitochondrial ETS activities in their CTCs to maximize success.


Subject(s)
Androgen Antagonists/pharmacology , Antineoplastic Agents/pharmacology , Benzamides/pharmacology , Glycolysis/physiology , Mitochondria/metabolism , Nitriles/pharmacology , Phenylthiohydantoin/pharmacology , Prostatic Neoplasms, Castration-Resistant/metabolism , Androgen Antagonists/therapeutic use , Antineoplastic Agents/therapeutic use , Benzamides/therapeutic use , Benzeneacetamides/pharmacology , Benzeneacetamides/therapeutic use , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/physiology , Glycolysis/drug effects , Humans , Male , Mitochondria/drug effects , Nitriles/therapeutic use , Phenylthiohydantoin/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Thiadiazoles/pharmacology , Thiadiazoles/therapeutic use
5.
Integr Biol (Camb) ; 13(4): 87-97, 2021 04 20.
Article in English | MEDLINE | ID: mdl-33822934

ABSTRACT

Innate immune cell infiltration into neoplastic tissue is the first line of defense against cancer and can play a deterministic role in tumor progression. Here, we describe a series of assays, using a reconfigurable microscale assay platform (i.e. Stacks), which allows the study of immune cell infiltration in vitro with spatiotemporal manipulations. We assembled Stacks assays to investigate tumor-monocyte interactions, re-education of activated macrophages, and neutrophil infiltration. For the first time in vitro, the Stacks infiltration assays reveal that primary tumor-associated fibroblasts from specific patients differ from that associated with the benign region of the prostate in their ability to limit neutrophil infiltration as well as facilitate monocyte adhesion and anti-inflammatory monocyte polarization. These results show that fibroblasts play a regulatory role in immune cell infiltration and that Stacks has the potential to predict individual patients' cancer-immune response.


Subject(s)
Cancer-Associated Fibroblasts , Neoplasms , Cell Line, Tumor , Humans , Macrophages , Male , Monocytes , Tumor Microenvironment
6.
Genes Cancer ; 6(9-10): 428-44, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26622945

ABSTRACT

Accumulating evidence shows that androgen receptor (AR) activation and signaling plays a key role in growth and progression in all stages of prostate cancer, even under low androgen levels or in the absence of androgen in the castration-resistant prostate cancer. Sustained activation of AR under androgen-deprived conditions may be due to its interaction with co-activators, such as p52 NF-κB subunit, and/or an increase in its stability by phosphorylation that delays its degradation. Here we identified a specific inhibitor of AR/p52 interaction, AR/p52-02, via a high throughput screen based on the reconstitution of Gaussia Luciferase. We found that AR/p52-02 markedly inhibited growth of both castration-resistant C4-2 (IC50 ∼6 µM) and parental androgen-dependent LNCaP (IC50 ∼4 µM) human prostate cancer cells under low androgen conditions. Growth inhibition was associated with significantly reduced nuclear p52 levels and DNA binding activity, as well as decreased phosphorylation of AR at serine 81, increased AR ubiquitination, and decreased AR transcriptional activity as indicated by decreased prostate-specific antigen (PSA) mRNA levels in both cell lines. AR/p52-02 also caused a reduction in levels of p21(WAF/CIP1), which is a direct AR targeted gene in that its expression correlates with androgen stimulation and mitogenic proliferation in prostate cancer under physiologic levels of androgen, likely by disrupting the AR signaling axis. The reduced level of cyclinD1 reported previously for this compound may be due to the reduction in nuclear presence and activity of p52, which directly regulates cyclinD1 expression, as well as the reduction in p21(WAF/CIP1), since p21(WAF/CIP1) is reported to stabilize nuclear cyclinD1 in prostate cancer. Overall, the data suggest that specifically inhibiting the interaction of AR with p52 and blocking activity of p52 and pARser81 may be an effective means of reducing castration-resistant prostate cancer cell growth.

7.
Proc Natl Acad Sci U S A ; 112(27): 8278-83, 2015 Jul 07.
Article in English | MEDLINE | ID: mdl-26056295

ABSTRACT

Leinamycin (LNM) is a potent antitumor antibiotic produced by Streptomyces atroolivaceus S-140, featuring an unusual 1,3-dioxo-1,2-dithiolane moiety that is spiro-fused to a thiazole-containing 18-membered lactam ring. Upon reductive activation in the presence of cellular thiols, LNM exerts its antitumor activity by an episulfonium ion-mediated DNA alkylation. Previously, we have cloned the lnm gene cluster from S. atroolivaceus S-140 and characterized the biosynthetic machinery responsible for the 18-membered lactam backbone and the alkyl branch at C3 of LNM. We now report the isolation and characterization of leinamycin E1 (LNM E1) from S. atroolivacues SB3033, a ΔlnmE mutant strain of S. atroolivaceus S-140. Complementary to the reductive activation of LNM by cellular thiols, LNM E1 can be oxidatively activated by cellular reactive oxygen species (ROS) to generate a similar episulfonium ion intermediate, thereby alkylating DNA and leading to eventual cell death. The feasibility of exploiting LNM E1 as an anticancer prodrug activated by ROS was demonstrated in two prostate cancer cell lines, LNCaP and DU-145. Because many cancer cells are under higher cellular oxidative stress with increased levels of ROS than normal cells, these findings support the idea of exploiting ROS as a means to target cancer cells and highlight LNM E1 as a novel lead for the development of anticancer prodrugs activated by ROS. The structure of LNM E1 also reveals critical new insights into LNM biosynthesis, setting the stage to investigate sulfur incorporation, as well as the tailoring steps that convert the nascent hybrid peptide-polyketide biosynthetic intermediate into LNM.


Subject(s)
Antineoplastic Agents/metabolism , Lactams/metabolism , Macrolides/metabolism , Prodrugs/metabolism , Reactive Oxygen Species/metabolism , Thiazoles/metabolism , Thiones/metabolism , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Humans , Lactams/chemistry , Macrolides/chemistry , Magnetic Resonance Spectroscopy , Male , Molecular Structure , Prodrugs/chemistry , Prodrugs/pharmacology , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Streptomyces/genetics , Streptomyces/metabolism , Thiazoles/chemistry , Thiones/chemistry
8.
Prostate ; 75(11): 1150-9, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-25893668

ABSTRACT

INTRODUCTION: Prostate cancer (PCa) in many patients remains indolent for the rest of their lives, but in some patients, it progresses to lethal metastatic disease. Gleason score is the current clinical method for PCa prognosis. It cannot reliably identify aggressive PCa, when GS is ≤ 7. It is shown that oxidative stress plays a key role in PCa progression. We have shown that in cultured human PCa cells, an activation of spermidine/spermine N(1) -acetyl transferase (SSAT; EC 2.3.1.57) enzyme initiates a polyamine oxidation pathway and generates copious amounts of reactive oxygen species in polyamine-rich PCa cells. METHOD: We used RNA in situ hybridization and immunohistochemistry methods to detect SSAT mRNA and protein expression in two tissue microarrays (TMA) created from patient's prostate tissues. We analyzed 423 patient's prostate tissues in the two TMAs. RESULTS: Our data show that there is a significant increase in both SSAT mRNA and the enzyme protein in the PCa cells as compared to their benign counterpart. This increase is even more pronounced in metastatic PCa tissues as compared to the PCa localized in the prostate. In the prostatectomy tissues from early-stage patients, the SSAT protein level is also high in the tissues obtained from the patients who ultimately progress to advanced metastatic disease. DISCUSSION: Based on these results combined with published data from our and other laboratories, we propose an activation of an autocrine feed-forward loop of PCa cell proliferation in the absence of androgen as a possible mechanism of castrate-resistant prostate cancer growth.


Subject(s)
Acetyltransferases/genetics , Neoplasm Metastasis/genetics , Prostate , Prostatic Neoplasms , Aged , Aged, 80 and over , Androgens/metabolism , Disease Progression , Gene Expression Profiling , Humans , Immunohistochemistry , Male , Middle Aged , Neoplasm Grading , Prognosis , Prostate/metabolism , Prostate/pathology , Prostatectomy , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , RNA, Messenger/metabolism , Reactive Oxygen Species/metabolism
9.
Integr Biol (Camb) ; 6(6): 627-635, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24791272

ABSTRACT

In prostate cancer, bone is a frequent site of metastasis; however, the molecular mechanisms of this tumor tropism remain unclear. Here, we integrate a microfluidic coculture platform with multi-photon imaging based techniques to assess both phenotypic cell behavior and FAD fluorescence intensity and fluorescence lifetime in the same cell. This platform combines two independent assays normally performed with two different cell populations into a single device, allowing us to simultaneously assess both phenotypic cell behavior and enzyme activity. We observed that the osteotropic prostate cancer cell line (C4-2B), when in a coculture with bone marrow stromal cells (MC3T3-E1), has increased protrusive phenotype and increased total and protein-bound FAD compared to its parent cell line (LNCaP). We hypothesized that an increase in ROS-generating APAO activity may be responsible for these effects, and found that the effects were decreased in the presence of the antioxidant N-Acetyl Cysteine (NAC). This suggests that an ROS-related signaling mechanism at the bone metastatic site may be correlated with and play a role in increased invasion of metastasizing prostate cancer cells. The studies performed using this combined platform will lead to new insights into the mechanisms that drive prostate cancer metastasis.


Subject(s)
Flavin-Adenine Dinucleotide/metabolism , Mesenchymal Stem Cells/metabolism , Prostatic Neoplasms/metabolism , Reactive Oxygen Species/metabolism , Acetylcysteine/pharmacology , Cell Line, Tumor , Coculture Techniques , Humans , Male , Mesenchymal Stem Cells/cytology , Microfluidics , Microscopy, Fluorescence, Multiphoton , Reactive Oxygen Species/antagonists & inhibitors
10.
Prostate ; 74(7): 792-803, 2014 May.
Article in English | MEDLINE | ID: mdl-24647988

ABSTRACT

BACKGROUND: Multiple studies show that reactive oxygen species (ROS) play a major role in prostate cancer (PCa) development and progression. Previously, we reported an induction of Spermidine/Spermine N(1) -Acetyl Transferase (SSAT) by androgen-activated androgen receptor (AR)-JunD protein complex that leads to over-production of ROS in PCa cells. In our current research, we identify small molecules that specifically block AR-JunD in this ROS-generating metabolic pathway. METHODS: A high throughput assay based on Gaussia Luciferase reconstitution was used to identify inhibitors of the AR-JunD interaction. Selected hits were further screened using a fluorescence polarization competitor assay to eliminate those that bind to the AR Ligand Binding Domain (LBD), in order to identify molecules that specifically target events downstream to androgen activation of AR. Eleven molecules were selected for studies on their efficacy against ROS generation and growth of cultured human PCa cells by DCFH dye-oxidation assay and DNA fluorescence assay, respectively. In situ Proximity Ligation Assay (PLA), SSAT promoter-luciferase reporter assay, and western blotting of apoptosis and cell cycle markers were used to study mechanism of action of the lead compound. RESULTS: Selected lead compound GWARJD10 with EC(50) 10 µM against ROS production was shown to block AR-JunD interaction in situ as well as block androgen-induced SSAT gene expression at IC(50) 5 µM. This compound had no effect on apoptosis markers, but reduced cyclin D1 protein level. CONCLUSIONS: Inhibitor of AR-JunD interaction, GWARJD10 shows promise for prevention of progression of PCa at an early stage of the disease by blocking growth and ROS production.


Subject(s)
Prostate/metabolism , Prostatic Neoplasms/metabolism , Proto-Oncogene Proteins c-jun/metabolism , Receptors, Androgen/metabolism , Apoptosis/genetics , Cell Line, Tumor , Cyclin D1/genetics , Cyclin D1/metabolism , Disease Progression , Humans , Male , Prostate/pathology , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-jun/genetics , Reactive Oxygen Species/metabolism , Receptors, Androgen/genetics
11.
Cancer Chemother Pharmacol ; 67(3): 705-15, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20512578

ABSTRACT

PURPOSE: Most prostate, colon and breast cancer cells are resistant to growth inhibitory effects of suberoylanilide hydroxamic acid (SAHA). We have examined whether the high oxidative stress in these cells causes a loss of SAHA activity and if so, whether pretreatment with an anti-oxidant can sensitize these cells to SAHA. METHODS: A DNA-Hoechst dye fluorescence measured cell growth and dichlorfluorescein-diacetate (DCF-DA) dye fluorescence measured reactive oxygen species (ROS). Growth inhibitory and ROS-generating activities of SAHA in androgen-treated or untreated LNCaP cells and PC-3 prostate cancer cells, HT-29 and HCT-115 colon cancer cells, MDA-MB231 breast cancer cells and A549 and NCI-H460 lung cancer cells with or without pretreatment with an anti-oxidant Vitamin E was determined. SAHA activity against LNCaP cells treated with another anti-oxidant N-acetyl cysteine (NAC) was also determined. Liquid chromatography-mass spectrometry (LC-MS) was used to determine intracellular SAHA level. RESULTS: SAHA treatment markedly inhibits LNCaP cell growth, when the cells are at a low ROS level. SAHA is, however, inactive against the same cell line, when the cells are at a high ROS level. A significant decrease in SAHA level was observed in LNCaP cells with high ROS after 24- and 72-h treatment when compared to cells with low ROS. Vitamin E pretreatment that reduces cellular ROS, synergistically sensitizes oxidatively stressed LNCaP, PC-3, HT-29, HCT-115 and MDA-MB231 cells, but not the A-549 and NCI-H460 cells with low ROS to SAHA. NAC treatment also sensitized androgen-treated LNCaP cells to the growth inhibitory effects of SAHA. CONCLUSION: Response to SAHA could be improved by combining anti-oxidants such as Vitamin E with SAHA for the treatment of oxidatively stressed human malignancies that are otherwise resistant to SAHA.


Subject(s)
Antioxidants/pharmacology , Histone Deacetylase Inhibitors/pharmacology , Hydroxamic Acids/pharmacology , Oxidative Stress/drug effects , Vitamin E/pharmacology , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Line, Tumor , Chromatography, Liquid , Colonic Neoplasms/drug therapy , Colonic Neoplasms/pathology , Drug Resistance, Neoplasm , Drug Synergism , Female , Humans , Male , Mass Spectrometry , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology , Reactive Oxygen Species/metabolism , Vorinostat
12.
Cancer Res ; 70(11): 4560-8, 2010 Jun 01.
Article in English | MEDLINE | ID: mdl-20460526

ABSTRACT

Relatively high oxidative stress levels in the prostate are postulated to be a major factor for prostate carcinogenesis and prostate cancer (CaP) progression. We focused on elucidating metabolic pathways of oxidative stress generation in CaP cells. Previously, we showed that the transcription factor JunD is essential for androgen-induced reactive oxygen species (ROS) production in androgen-dependent human CaP cells. We also recently showed that androgen induces the first and regulatory enzyme spermidine/spermine N1-acetyltransferase (SSAT) in a polyamine catabolic pathway that produces copious amounts of metabolic ROS. Here, we present coimmunoprecipitation and Gaussia luciferase reconstitution assay data that show that JunD forms a complex with androgen-activated androgen receptor (AR) in situ. Our chromatin immunoprecipitation assay data show that JunD binds directly to a specific SSAT promoter sequence only in androgen-treated LNCaP cells. Using a vector containing a luciferase reporter gene connected to the SSAT promoter and a JunD-silenced LNCaP cell line, we show that JunD is essential for androgen-induced SSAT gene expression. The elucidation of JunD-AR complex inducing SSAT expression leading to polyamine oxidation establishes the mechanistic basis of androgen-induced ROS production in CaP cells and opens up a new prostate-specific target for CaP chemopreventive/chemotherapeutic drug development.


Subject(s)
Oxidative Stress/physiology , Prostatic Neoplasms/metabolism , Proto-Oncogene Proteins c-jun/metabolism , Receptors, Androgen/metabolism , Acetyltransferases/biosynthesis , Acetyltransferases/genetics , Acetyltransferases/metabolism , Androgens/metabolism , Androgens/pharmacology , Base Sequence , Cell Line, Tumor , Cell Nucleus/metabolism , Gene Expression , Humans , Immunoprecipitation , Male , Molecular Sequence Data , Promoter Regions, Genetic , Prostatic Neoplasms/enzymology , Prostatic Neoplasms/genetics , Reactive Oxygen Species/metabolism
13.
Cancer Res ; 69(19): 7689-95, 2009 Oct 01.
Article in English | MEDLINE | ID: mdl-19773450

ABSTRACT

High levels of reactive oxygen species (ROS) present in human prostate epithelia are an important etiologic factor in prostate cancer (CaP) occurrence, recurrence, and progression. Androgen induces ROS production in the prostate by a yet unknown mechanism. Here, to the best of our knowledge, we report for the first time that androgen induces an overexpression of spermidine/spermine N1-acetyltransferase, the rate-limiting enzyme in the polyamine oxidation pathway. As prostatic epithelia produce a large excess of polyamines, the androgen-induced polyamine oxidation that produces H2O2 could be a major reason for the high ROS levels in the prostate epithelia. A small molecule polyamine oxidase inhibitor N,N'-butanedienyl butanediamine (MDL 72,527 or CPC-200) effectively blocks androgen-induced ROS production in human CaP cells, as well as significantly delays CaP progression and death in animals developing spontaneous CaP. These data show that polyamine oxidation is not only a major pathway for ROS production in prostate, but inhibiting this pathway also successfully delays CaP progression.


Subject(s)
Adenocarcinoma/drug therapy , Androgens/deficiency , Oxidative Stress/drug effects , Oxidoreductases Acting on CH-NH Group Donors/antagonists & inhibitors , Prostatic Neoplasms/drug therapy , Putrescine/analogs & derivatives , Acetyltransferases/antagonists & inhibitors , Acetyltransferases/genetics , Acetyltransferases/metabolism , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Androgens/metabolism , Animals , Cell Line, Tumor , Disease Models, Animal , Disease Progression , Enzyme Inhibitors/pharmacology , Humans , Male , Mice , Mice, Transgenic , Oxidative Stress/physiology , Oxidoreductases Acting on CH-NH Group Donors/metabolism , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Putrescine/pharmacology , RNA, Small Interfering/genetics , Reactive Oxygen Species/metabolism , Polyamine Oxidase
14.
Prostate ; 68(9): 924-34, 2008 Jun 15.
Article in English | MEDLINE | ID: mdl-18386285

ABSTRACT

BACKGROUND: Numerous and compelling evidence shows that high level of reactive oxygen species (ROS) plays a key role in prostate cancer occurrence, recurrence and progression. The molecular mechanism of ROS overproduction in the prostate gland, however, remains mostly unknown. Unique AP-1 transcription factor JunD has been shown to inhibit cell proliferation, promote differentiation and mediate stress responses in a variety of eukaryotic cells. We previously reported that androgen-androgen receptor induced ROS production in androgen-dependent LNCaP human prostate cancer cells is associated with increased JunD level/AP-1 transcriptional activity. METHODS: LNCaP cells constitutively overexpressing a functionally inactive form of JunD (JunDDeltaTA) or stably transfected with JunD siRNA (siJunD) to suppress JunD protein expression were established. Overexpression of JunD in LNCaP cells using transient transfection method was applied to assess the induction of ROS production in LNCaP cells. DCF assay was used to measure the ROS concentrations in the transfected as well as non-transfected control cells. RT-PCR and Western blot analyses were used to confirm silencing or overexpression of JunD in the transfected cells. RESULTS: In the absence of androgen, LNCaP cells transiently transfected with a JunD overexpressing vector have relatively enhanced cellular ROS levels as compared to LNCaP cells transfected with a vector control. LNCaP cells that fail to express functional JunD (JunDDeltaTA or siJunD) do not exhibit any increase in ROS production in response to androgen. CONCLUSION: Based on these data, we conclude that JunD is an essential mediator of the androgen-induced increase in ROS levels in LNCaP cells.


Subject(s)
Neoplasms, Hormone-Dependent/metabolism , Prostatic Neoplasms/metabolism , Proto-Oncogene Proteins c-jun/metabolism , Blotting, Western , Cell Line, Tumor , Genetic Vectors , Hormone Antagonists/pharmacology , Humans , Male , Metribolone/pharmacology , Neoplasms, Hormone-Dependent/genetics , Oxidative Stress/drug effects , Oxidative Stress/genetics , Prostatic Neoplasms/genetics , Proto-Oncogene Proteins c-jun/biosynthesis , Proto-Oncogene Proteins c-jun/genetics , RNA, Neoplasm/chemistry , RNA, Neoplasm/genetics , RNA, Small Interfering/genetics , Reactive Oxygen Species/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Transcription Factor AP-1/genetics , Transcription Factor AP-1/metabolism , Transduction, Genetic , Transfection
15.
Prostate ; 63(2): 155-68, 2005 May 01.
Article in English | MEDLINE | ID: mdl-15486991

ABSTRACT

BACKGROUND: The androgen receptor and activator protein-1 (AP-1) transcription factors affect growth regulation in normal and cancerous prostate cells. Effects of androgen-activated androgen receptor on AP-1 activity were determined in the LNCaP human prostate carcinoma cell model. METHODS: Cells were exposed to 1 nM androgen +/- antiandrogen bicalutamide. Cellular growth and cell cycle effects were determined by DNA, viability, and bromodeoxyuridine (BrdU) fluorescence activated cell sorter (FACS) assays. AP-1 effects were determined by an AP-1-luciferase enzyme reporter vector for transcriptional activity, electrophoretic mobility shift assay (EMSA)/antibody supershift for DNA-binding, quantitative RT-PCR for mRNA, and immunoblot for protein. RESULTS: Androgen induced G(1) growth arrest. This growth arrest was abrogated by treatment with bicalutamide, demonstrating that growth arrest by androgen was due to androgen receptor activation. Concurrently, AP-1 DNA-binding and transcriptional activity was induced over 96 hr androgen exposure, which was also inhibited by bicalutamide. Interestingly, although no change in AP-1 transcriptional activity was observed 24 hr after androgen exposure, there was an increase in Fra-2 expression and AP-1 DNA-binding. Paradoxically, while Fra-2 mRNA and protein levels continued to increase, binding of Fra-2 to the AP-1 site decreased over 96 hr, with a concomitant increase in JunD AP-1-binding and a marked increase in expression of the 35 kDa form of JunD. Enhanced expression of this short form of JunD is a novel effect of androgen exposure that occurred during the 24-96 hr time period, as growth effects emerged. CONCLUSION: Activation of androgen receptor by androgen induces changes in AP-1 activity and AP-1 factor DNA-binding that may contribute significantly to androgen-induced changes in prostate cancer cell growth.


Subject(s)
Androgens/metabolism , Prostatic Neoplasms/metabolism , Receptors, Androgen/metabolism , Transcription Factor AP-1/metabolism , Androgen Antagonists/pharmacology , Anilides/pharmacology , Cell Cycle/physiology , Cell Growth Processes/physiology , Cell Line, Tumor , DNA-Binding Proteins/metabolism , Electrophoretic Mobility Shift Assay , Flow Cytometry , Fos-Related Antigen-2 , Humans , Male , Nitriles , Proto-Oncogene Proteins c-jun/metabolism , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/physiology , Tosyl Compounds , Transcription Factor AP-1/biosynthesis , Transcription Factor AP-1/genetics , Transcription Factors/metabolism , Transcription, Genetic/physiology
16.
J Med Chem ; 47(4): 1051-9, 2004 Feb 12.
Article in English | MEDLINE | ID: mdl-14761207

ABSTRACT

In solid tumors, when O(2) partial pressure drops below 10 mmHg, ATP levels rapidly decrease due to the Warburg effect. It is known that certain macrocyclic polyamines catalyze the chemical hydrolysis of ATP with release of inorganic phosphate. Since tumor cells have diminished ATP levels as compared to normal cells, we attempted to deplete cellular ATP with macrocyclic polyamines in an effort to inhibit tumor cell proliferation. Five macrocyclic polyamines, related to the budmunchamine family of alkaloids, were prepared by total synthesis. They were the [17]-N(4) macrocycle 1, the [16]-N(4) macrocycle 20, the [18]-N(4) macrocycle 13, the [20]-N(5) macrocycle 8, and the [13]-N(3) macrocycle 17. Each one of them hydrolyzed ATP in vitro with release of P(i); the largest ring macrocycle 8 was the most efficient catalyst, while the smallest ring macrocycle 17 was the least efficient (P(i) released in these runs was on the order of 40-100 microM). The linear polyamine spermine had no hydrolytic effect on ATP. The macrocycles were found to be cytotoxic when assessed by means of a MTT assay against two human prostate cell lines, DuPro and PC-3, with resultant ID(50) values ranging between 0.5 and 1.8 microM. Colony forming efficiency (CFE) assays performed on DuPro cells, where the macrocycles were used in a concentration range of 1-8 microM, confirmed the cytotoxic effect of each macrocycle. Each killed 3-4 log of DuPro cells. The smallest ring 17 was the least cytotoxic after 24 h of incubation, although after 144 h of incubation it showed significant cytotoxicity at 8 microM. The macrocycles were equally efficient in depleting the intracellular ATP pools; after a 24 h incubation with each macrocycle other than 17 at 1-8 microM concentrations, cellular ATP concentrations were decreased by 3 orders of magnitude. The decrease in ATP levels was more pronounced after a 72 h incubation, when even 17 reduced ATP by 2 orders of magnitude. A linear pentamine of established cytotoxicity was without effect on the ATP pools. The macrocycles depleted almost entirely the intracellular pools of polyamines and were efficiently taken up by cells. A rough correlation could be established between the cytotoxic effect of the macrocyclic polyamines and their ATP-ase like activity in the DuPro cell line. As ATP is a scarce metabolite in cancer cells, where it can only be replenished through the very ATP-inefficient glycolytic pathway; macrocyclic polyamines appear to be promising new anticancer agents.


Subject(s)
Adenosine Triphosphate/antagonists & inhibitors , Antineoplastic Agents/chemical synthesis , Polyamines/chemical synthesis , Adenosine Triphosphate/chemistry , Albizzia/chemistry , Alkaloids/chemistry , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Cell Division/drug effects , Cell Line, Tumor , Drug Screening Assays, Antitumor , Humans , Hydrolysis , Male , Polyamines/chemistry , Polyamines/pharmacology , Prostatic Neoplasms
17.
J Med Chem ; 46(21): 4586-600, 2003 Oct 09.
Article in English | MEDLINE | ID: mdl-14521420

ABSTRACT

Polyamine analogues 7, 10, 18, 27, and 32 containing cyclopropane rings were obtained by chemical synthesis. Their antineoplastic activities were assessed against the cultured human prostate tumor cell lines DU-145, DuPro, and PC-3. Decamines 32 and 27 exhibited variable levels of cytotoxicity against all three cell lines, while 7, 10, and 18 were efficacious against DU-145 and DuPro. Maximum tolerated doses (MTD) for all five compounds in a NCr-nu mouse model were determined at dosing schedules of q1d x 5 (ip) in two cycles with a break of 10 days between cycles. Their antitumor efficacies were then tested against DU-145 tumor xenografts in mice treated with all five agents at their respective MTDs. In addition, the efficacies of 7 and 10 against the same tumor xenograft were assessed at doses below their respective MTDs. In all experiments, administration began two weeks after tumor implantation. All compounds efficiently inhibited tumor growth for up to 50 days postimplantation, with negligible animal body weight loss. Tetramine 10 and hexamine 18 were the most efficient among the five analogues in arresting tumor growth. Tetramine 10 containing two cyclopropane rings had the lowest systemic toxicity as reflected in animal body weight loss. It was further assessed at a weekly administration regimen of (q1w x 4) in two cycles with a four-week break between the cycles. At this dosing schedule, 10 again efficiently arrested tumor growth with negligible effect on animal body weight. Tetramine 10 also arrested the growth of large tumors (ca. 2000 mm(3)) treated 66 days postimplantation. Studies on the metabolism of 10 showed that it accumulates in tumor within 6 h after the end of administration and reached a maximum level 72 h after cessation of dosing. Intracellular concentrations of 10 in liver and kidney were much smaller when compared to those in the tumor when measured 72 h after cessation of dosing. In liver and kidney, the deethyl metabolites of 10 accumulated over a 96 h period after cessation of dosing.


Subject(s)
Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/pharmacology , Cyclopropanes/chemistry , Polyamines/chemical synthesis , Polyamines/pharmacology , Prostatic Neoplasms/drug therapy , Animals , Antineoplastic Agents/pharmacokinetics , Body Weight , Cell Division/drug effects , Humans , Indicators and Reagents , Kidney/metabolism , Liver/metabolism , Magnetic Resonance Spectroscopy , Male , Mice , Mice, Nude , Neoplasm Transplantation , Polyamines/pharmacokinetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Stereoisomerism , Structure-Activity Relationship , Tumor Cells, Cultured
18.
Bioorg Med Chem ; 11(18): 4121-31, 2003 Sep 01.
Article in English | MEDLINE | ID: mdl-12927874

ABSTRACT

alpha N,(omega)N-bis(ethyl) octamine SL-11160, decamine SL-11159, dodecamine SL-11226, and tetradecamine SL-11175 were chemically synthesized. We called this class of compounds 'oligoamines'. In these compounds, each -NH(2)(+) residue is separated by four CH(2) residues. trans-Unsaturation was also introduced into the center of the oligoamine chain resulting in the trans-octamine SL-11158, trans-decamine SL-11144, trans-dodecamine SL-11172 and trans-tetradecamine SL-11227. cis-Unsaturation gave the cis-octamine SL-11157 and cis-decamine SL-11150. When assayed for their growth inhibitory effect against four human prostate cancer cell lines LnCap, DU-145, DuPro, and PC-3 by a MTT assay, the ID(50) values were less than 1 microM in all four cell lines. On day 6 of treatment, 2 microM SL-11159, SL-11144 and SL-11175 killed over five logs of DuPro cells while SL-11172 killed over four logs as determined by a colony forming efficiency (CFE) assay. In addition, SL-11159, SL-11226 and SL-11227 killed four logs of PC-3 cells. PC-3 cells are generally resistant to shorter chain polyamine analogues. Such a level of cytotoxicity in any of the prostate tumor cell lines has not been observed for any other polyamine analogues tested thus far. The DU-145 cell line was too sensitive to oligoamines to perform a CFE analysis and the DuPro cell line was too sensitive to SL-11227 treatment to obtain reproducible CFE data. Interestingly, all 10 oligoamines were efficient DNA aggregators in a cell-free system and their cytotoxicities generally parallel their capacities to aggregate DNA.


Subject(s)
Antineoplastic Agents/chemical synthesis , Propylamines/chemical synthesis , Antineoplastic Agents/pharmacology , Cell Division/drug effects , Cell Line, Tumor/drug effects , Cell Survival , DNA/chemistry , DNA/metabolism , Dose-Response Relationship, Drug , Drug Screening Assays, Antitumor , Humans , Male , Propylamines/pharmacology , Prostatic Neoplasms , Stereoisomerism , Structure-Activity Relationship , Time Factors
19.
Cancer Chemother Pharmacol ; 51(6): 488-92, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12695854

ABSTRACT

PURPOSE: We tested the polyamine analog SL-11093 (3,8,13,18-tetraaza-10,11-[(E)-1,2-cyclopropyl]eicosane tetrahydrochloride) as an effective chemotherapeutic agent against human prostate cancer grown in nude mice. METHODS: NCr-nu mice grafted with DU-145 human prostate tumor cells were treated i.p. with SL-11093 at 50 mg/kg q1dx5 for either three or five cycles separated by intervals of about 10-15 days. RESULTS: In treated animals, tumor growth remained arrested for up to 100 days with minimal animal weight loss. None of the animals died during the treatment and in one experiment two out of six animals showed no palpable tumor. SL-11093 was readily taken up by the tumors, where its levels remained elevated for about 48 h after the end of drug administration. In liver and in kidney, SL-11093 (a (alpha)N,(omega)N-bisethyl derivative) was oxidatively N-deethylated predominantly to its monoethyl and di-deethyl derivatives. In time, the monoethyl derivative was further dealkylated, with a loss of an aminobutyl chain to form an aminomethyl cyclopropyl derivative. In tumor (and in lung), N-dealkylation reactions were less evident. CONCLUSION: SL-11093 is an effective chemotherapeutic agent against a human prostate tumor xenograft grown in nude mice. The drug accumulation and slow metabolism in tumor compared to other tissues would most likely reduce systemic toxicity of the drug and contribute to a larger therapeutic window for SL-11093 as compared to other cytotoxic polyamine analogs.


Subject(s)
Antineoplastic Agents/pharmacology , Polyamines/pharmacology , Prostatic Neoplasms/drug therapy , Acetyltransferases/metabolism , Animals , Biogenic Polyamines/metabolism , Humans , Male , Mice , Mice, Nude , Neoplasm Transplantation , Ornithine Decarboxylase/metabolism , Prostatic Neoplasms/enzymology , Prostatic Neoplasms/metabolism , S-Adenosylmethionine/metabolism , Tissue Distribution , Transplantation, Heterologous , Tumor Cells, Cultured
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