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1.
Artigo em Inglês | MEDLINE | ID: mdl-38308042

RESUMO

BACKGROUND: Prostate cancer patients with pelvic lymph node metastasis (PLNM) have poor prognosis. Based on EAU guidelines, patients with >5% risk of PLNM by nomograms often receive pelvic lymph node dissection (PLND) during prostatectomy. However, nomograms have limited accuracy, so large numbers of false positive patients receive unnecessary surgery with potentially serious side effects. It is important to accurately identify PLNM, yet current tests, including imaging tools are inaccurate. Therefore, we intended to develop a gene expression-based algorithm for detecting PLNM. METHODS: An advanced random forest machine learning algorithm screening was conducted to develop a classifier for identifying PLNM using urine samples collected from a multi-center retrospective cohort (n = 413) as training set and validated in an independent multi-center prospective cohort (n = 243). Univariate and multivariate discriminant analyses were performed to measure the ability of the algorithm classifier to detect PLNM and compare it with the Memorial Sloan Kettering Cancer Center (MSKCC) nomogram score. RESULTS: An algorithm named 25 G PLNM-Score was developed and found to accurately distinguish PLNM and non-PLNM with AUC of 0.93 (95% CI: 0.85-1.01) and 0.93 (95% CI: 0.87-0.99) in the retrospective and prospective urine cohorts respectively. Kaplan-Meier plots showed large and significant difference in biochemical recurrence-free survival and distant metastasis-free survival in the patients stratified by the 25 G PLNM-Score (log rank P < 0.001 and P < 0.0001, respectively). It spared 96% and 80% of unnecessary PLND with only 0.51% and 1% of PLNM missing in the retrospective and prospective cohorts respectively. In contrast, the MSKCC score only spared 15% of PLND with 0% of PLNM missing. CONCLUSIONS: The novel 25 G PLNM-Score is the first highly accurate and non-invasive machine learning algorithm-based urine test to identify PLNM before PLND, with potential clinical benefits of avoiding unnecessary PLND and improving treatment decision-making.

2.
Aging (Albany NY) ; 16(1): 43-65, 2024 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-38206293

RESUMO

Prostate cancer (PRAD) is one of the common malignant tumors of the urinary system. In order to predict the treatment results for PRAD patients, this study proposes to develop a risk profile based on endoplasmic reticulum stress (ERS). Based on the Memorial Sloan-Kettering Cancer Center (MSKCC) cohort and the Gene Expression Omnibus database (GSE70769), we verified the predictive signature. Using a random survival forest analysis, prognostically significant ERS-related genes were found. An ERS-related risk score (ERscore) was created using multivariable Cox analysis. In addition, the biological functions, genetic mutations and immune landscape related to ERscore are also studied to reveal the underlying mechanisms related to ERS in PRAD. We further explored the ERscore-related mechanisms by profiling a single-cell RNA sequencing (scRNA-seq) dataset (GSE137829) and explored the oncogenic role of ASNS in PRAD through in vitro experiments. The risk signature composed of eight ERS-related genes constructed in this study is an independent prognostic factor and validated in the MSKCC and GSE70769 data sets. The scRNA-seq data additionally revealed that several carcinogenic pathways were noticeably overactivated in the group with high ERS scores. As one of the prognostic genes, ASNS will significantly inhibit the proliferation, migration and invasion abilities of PRAD cells after its expression is interfered with. In conclusion, this study developed a novel risk-specific ERS-based clinical treatment strategy for patients with PRAD.


Assuntos
Neoplasias da Próstata , Humanos , Masculino , Carcinogênese , Carcinógenos , Estresse do Retículo Endoplasmático/genética , Prognóstico , Neoplasias da Próstata/genética
3.
Cell Rep Med ; 4(10): 101240, 2023 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-37852185

RESUMO

To construct a urine extracellular vesicle long non-coding RNA (lncRNA) classifier that can detect high-grade prostate cancer (PCa) of grade group 2 or greater and estimate the risk of progression during active surveillance, we identify high-grade PCa-specific lncRNAs by combined analyses of cohorts from TAHSY, TCGA, and the GEO database. We develop and validate a 3-lncRNA diagnostic model (Clnc, being made of AC015987.1, CTD-2589M5.4, RP11-363E6.3) that can detect high-grade PCa. Clnc shows higher accuracy than prostate cancer antigen 3 (PCA3), multiparametric magnetic resonance imaging (mpMRI), and two risk calculators (Prostate Cancer Prevention Trial [PCPT]-RC 2.0 and European Randomized Study of Screening for Prostate Cancer [ERSPC]-RC) in the training cohort (n = 350), two independent cohorts (n = 232; n = 251), and TCGA cohort (n = 499). In the prospective active surveillance cohort (n = 182), Clnc at diagnosis remains a powerful independent predictor for overall active surveillance progression. Thus, Clnc is a potential biomarker for high-grade PCa and can also serve as a biomarker for improved selection of candidates for active surveillance.


Assuntos
Neoplasias da Próstata , RNA Longo não Codificante , Masculino , Humanos , RNA Longo não Codificante/genética , Estudos Prospectivos , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Gradação de Tumores , Biomarcadores
4.
Br J Cancer ; 128(7): 1320-1332, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36703078

RESUMO

BACKGROUND: We aimed to develop and validate a plasma extracellular vesicle circular RNA (circRNA)-based signature that can predict overall survival (OS) in first-line abiraterone therapy for metastatic castration-resistant prostate cancer (mCRPC) patients. METHODS: In total, 582 mCRPC patients undergoing first-line abiraterone therapy from four institutions were sorted by three phases. In the discovery phase, 30 plasma samples from 30 case-matched patients with or without early progression were obtained to generate circRNA expression profiles using RNA sequencing. In the training phase, differentially expressed circRNAs were examined using digital droplet PCR in a training cohort (n = 203). The circRNA signature was constructed using a least absolute shrinkage and selection operator Cox regression to predict OS. In the validation phase, the prognostic ability of this signature was prospectively validated in two external cohorts (Cohort I, n = 183; Cohort II, n = 166). RESULTS: We developed a five-circRNA signature, based on circCEP112, circFAM13A, circBRWD1, circVPS13C and circMACROD2, which successfully stratified patients into high-risk and low-risk groups. The prognostic ability of this signature was prospectively validated in two external cohorts (P < 0.0001, P < 0.0001). Patients with high-risk scores had shorter OS than patients with low-risk scores. CONCLUSION: This five-circRNA signature is a reliable predictor of OS for mCRPC patients undergoing abiraterone.


Assuntos
Neoplasias de Próstata Resistentes à Castração , RNA Circular , Masculino , Humanos , RNA Circular/genética , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Neoplasias de Próstata Resistentes à Castração/genética , Antígeno Prostático Específico , Resultado do Tratamento , Acetato de Abiraterona/efeitos adversos
5.
Front Oncol ; 12: 951631, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35992824

RESUMO

Background: Bladder cancer is ranked the second most frequent tumor among urological malignancies. The research strived to establish a prognostic model based on endoplasmic reticulum stress (ERS)-related long non-coding RNA (lncRNA) in bladder cancer. Methods: We extracted the ERS-related genes from the published research and bladder cancer data from the Cancer Genome Atlas database. ERS-related lncRNAs with prognostic significance were screened by univariate Cox regression, least absolute shrinkage and selection operator regression analysis and Kaplan-Meier method. Multivariate Cox analysis was leveraged to establish the risk score model. Moreover, an independent dataset, GSE31684, was used to validate the model's efficacy. The nomogram was constructed based on the risk score and clinical variables. Furthermore, the biological functions, gene mutations, and immune landscape were investigated to uncover the underlying mechanisms of the ERS-related signature. Finally, we employed external datasets (GSE55433 and GSE89006) and qRT-PCR to investigate the expression profile of these lncRNAs in bladder cancer tissues and cells. Results: Six ERS-related lncRNAs were identified to be closely coupled with patients' prognosis. On this foundation, a risk score model was created to generate the risk score for each patient. The ERS-related risk score was shown to be an independent prognostic factor. And the results of GSE31684 dataset also supported this conclusion. Then, a nomogram was constructed based on risk scores and clinical characteristics, and proven to have excellent predictive value. Moreover, the gene function analysis demonstrated that ERS-related lncRNAs were closely linked to fatty extracellular matrix, cytokines, cell adhesion, and tumor pathways. Further analysis revealed the association of the 6-lncRNAs signature with gene mutations and immunity in bladder cancer. Finally, the external datasets and qRT-PCR verified high expressions of the ERS-related lncRNAs in bladder cancer tissues and cells. Conclusions: Overall, our findings indicated that ERS-related lncRNAs, which may affect tumor pathogenesis in a number of ways, might be exploited to assess the prognosis of bladder cancer patients.

6.
PLoS One ; 16(12): e0260983, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34860853

RESUMO

Recently, studies on competing endogenous RNA (ceRNA) networks have become prevalent, and circular RNAs (circRNAs) have crucial implications for the development and progression of carcinoma. However, studies relevant to metastatic prostate cancer (mPCa) are scant. This study aims to discover potential ceRNAs that may be related to the prognosis of mPCa. RNA-Seq data were obtained from the MiOncoCirc database and Gene Expression Omnibus (GEO). Differential expression patterns of RNAs were examined using R packages. Circular RNA Interactome, miRTarBase, miRDB and TargetScan were applied to predict the corresponding relation between circRNAs, miRNAs and mRNAs. The Gene Ontology (GO) annotations were performed to present related GO terms, and Gene Set Enrichment Analysis (GSEA) tools were applied for pathway annotations. Moreover, survival analysis was conducted for the hub genes. We found 820 circRNAs, 81 miRNAs and 179 mRNAs that were distinguishingly expressed between primary prostate cancer (PCa) and mPCa samples. A ceRNA network including 45 circRNAs, 24 miRNAs and 56 mRNAs was constructed. In addition, the protein-protein interaction (PPI) network was built, and 10 hub genes were selected by using the CytoHubba application. Among the 10 hub genes, survival analysis showed that ITGA1, LMOD1, MYH11, MYLK, SORBS1 and TGFBR3 were significantly connected with disease-free survival (DFS). The circRNA-mediated ceRNA network provides potential prognostic biomarkers for metastatic prostate cancer.


Assuntos
Biomarcadores Tumorais/genética , Redes Reguladoras de Genes , MicroRNAs/genética , Neoplasias da Próstata/patologia , Mapas de Interação de Proteínas , RNA Circular/genética , RNA Mensageiro/genética , Biologia Computacional , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Anotação de Sequência Molecular , Metástase Neoplásica , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo
7.
Front Med (Lausanne) ; 8: 721554, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34595190

RESUMO

Objective: To avoid over-treatment of low-risk prostate cancer patients, it is important to identify clinically significant and insignificant cancer for treatment decision-making. However, no accurate test is currently available. Methods: To address this unmet medical need, we developed a novel gene classifier to distinguish clinically significant and insignificant cancer, which were classified based on the National Comprehensive Cancer Network risk stratification guidelines. A non-invasive urine test was developed using quantitative mRNA expression data of 24 genes in the classifier with an algorithm to stratify the clinical significance of the cancer. Two independent, multicenter, retrospective and prospective studies were conducted to assess the diagnostic performance of the 24-Gene Classifier and the current clinicopathological measures by univariate and multivariate logistic regression and discriminant analysis. In addition, assessments were performed in various Gleason grades/ISUP Grade Groups. Results: The results showed high diagnostic accuracy of the 24-Gene Classifier with an AUC of 0.917 (95% CI 0.892-0.942) in the retrospective cohort (n = 520), AUC of 0.959 (95% CI 0.935-0.983) in the prospective cohort (n = 207), and AUC of 0.930 (95% 0.912-CI 0.947) in the combination cohort (n = 727). Univariate and multivariate analysis showed that the 24-Gene Classifier was more accurate than cancer stage, Gleason score, and PSA, especially in the low/intermediate-grade/ISUP Grade Group 1-3 cancer subgroups. Conclusions: The 24-Gene Classifier urine test is an accurate and non-invasive liquid biopsy method for identifying clinically significant prostate cancer in newly diagnosed cancer patients. It has the potential to improve prostate cancer treatment decisions and active surveillance.

9.
BMC Med ; 18(1): 376, 2020 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-33256740

RESUMO

BACKGROUND: Heterogeneity of prostate cancer (PCa) contributes to inaccurate cancer screening and diagnosis, unnecessary biopsies, and overtreatment. We intended to develop non-invasive urine tests for accurate PCa diagnosis to avoid unnecessary biopsies. METHODS: Using a machine learning program, we identified a 25-Gene Panel classifier for distinguishing PCa and benign prostate. A non-invasive test using pre-biopsy urine samples collected without digital rectal examination (DRE) was used to measure gene expression of the panel using cDNA preamplification followed by real-time qRT-PCR. The 25-Gene Panel urine test was validated in independent multi-center retrospective and prospective studies. The diagnostic performance of the test was assessed against the pathological diagnosis from biopsy by discriminant analysis. Uni- and multivariate logistic regression analysis was performed to assess its diagnostic improvement over PSA and risk factors. In addition, the 25-Gene Panel urine test was used to identify clinically significant PCa. Furthermore, the 25-Gene Panel urine test was assessed in a subset of patients to examine if cancer was detected after prostatectomy. RESULTS: The 25-Gene Panel urine test accurately detected cancer and benign prostate with AUC of 0.946 (95% CI 0.963-0.929) in the retrospective cohort (n = 614), AUC of 0.901 (0.929-0.873) in the prospective cohort (n = 396), and AUC of 0.936 (0.956-0.916) in the large combination cohort (n = 1010). It greatly improved diagnostic accuracy over PSA and risk factors (p < 0.0001). When it was combined with PSA, the AUC increased to 0.961 (0.980-0.942). Importantly, the 25-Gene Panel urine test was able to accurately identify clinically significant and insignificant PCa with AUC of 0.928 (95% CI 0.947-0.909) in the combination cohort (n = 727). In addition, it was able to show the absence of cancer after prostatectomy with high accuracy. CONCLUSIONS: The 25-Gene Panel urine test is the first highly accurate and non-invasive liquid biopsy method without DRE for PCa diagnosis. In clinical practice, it may be used for identifying patients in need of biopsy for cancer diagnosis and patients with clinically significant cancer for immediate treatment, and potentially assisting cancer treatment follow-up.


Assuntos
Biomarcadores Tumorais/urina , Detecção Precoce de Câncer/métodos , Antígeno Prostático Específico/urina , Neoplasias da Próstata/urina , Adulto , Idoso , Idoso de 80 Anos ou mais , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/terapia , Reprodutibilidade dos Testes , Estudos Retrospectivos
10.
PLoS One ; 10(7): e0131167, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26135310

RESUMO

BACKGROUND: Unidirectional barbed suture (UBS) has been widely used for surgery in recent years, especially for urethrovesical anastomosis (UVA) during robot-assisted radical prostatectomy (RARP). However, the efficacy and safety comparing it with conventional non-barbed suture (CS) for UVA is still controversial. AIMS: The objective of this study is to assess the current evidence regarding the efficacy and safety of UBS compared with CS for UVA during RARP. METHODS: We comprehensively searched PubMed, Embase, The Cochrane Library, SinoMed (Chinese) and other databases on Oct. 9, 2014 to conduct a systematic review and meta-analysis of all randomized controlled trials (RCTs) and other comparative studies evaluating these two types of suture. The outcome measures included anastomosis time operative time, posterior reconstruction (PR) time, postoperative leakage (PL) rate and continence rates at different time points (4-6 weeks, 3 months, 6-12 months) after surgery. Secondary outcomes included estimated blood loss (EBL) and length of catheterization (LOC). RESULTS: Three RCTs and six observational studies including 786 cases were identified. Meta-analysis of extractable data showed that use of UBS could significantly reduce anastomosis time (weighted mean difference [WMD]:-3.98min; 95% confidence interval [CI], -6.02 -1.95; p = 0.0001), operative time (WMD:-10.06min; 95% CI, -15.45--4.67; p = 0.0003) and PR time (WMD:-0.93min; 95% CI, -1.52--0.34; p = 0.002). No significant difference was found in PL rate, EBL, LOC, or continence rates at 4-6 weeks, 3 months and 6-12 months after surgery. CONCLUSIONS: Our meta-analysis indicates that UBS appears to be safe and efficient as CS for UVA during RARP with not only shorter anastomosis time, operative time, PR time, but also equivalent PL rate, EBL, LOC, and continence rates at 4-6 weeks, 3 months and 6-12 months after surgery. For the inherent limitations of the eligible studies, future more persuasive RCTs are needed to confirm and update our findings.


Assuntos
Anastomose Cirúrgica/métodos , Próstata/cirurgia , Prostatectomia/instrumentação , Neoplasias da Próstata/cirurgia , Técnicas de Sutura/instrumentação , Anastomose Cirúrgica/reabilitação , Humanos , Masculino , Duração da Cirurgia , Próstata/patologia , Prostatectomia/métodos , Prostatectomia/reabilitação , Neoplasias da Próstata/patologia , Neoplasias da Próstata/reabilitação , Robótica/instrumentação , Glândulas Seminais/cirurgia , Técnicas de Sutura/reabilitação , Suturas , Resultado do Tratamento , Uretra/cirurgia
11.
Zhonghua Nan Ke Xue ; 17(10): 888-93, 2011 Oct.
Artigo em Chinês | MEDLINE | ID: mdl-22049790

RESUMO

OBJECTIVE: To investigate the expressions of CD4+ CD25(high) regulatory T cells, TGF-beta 1 and COX-2 in the peripheral blood of prostate cancer (PCa) patients, and analyze the role of CD4+ CD25(high) regulatory T cells in the pathogenesis of PCa and their relationship with TGF-beta 1 and COX-2. METHODS: We used flow cytometry to calculate the percentage of CD4+ CD25(high) regulatory T cells in the CD4+ T cells in the peripheral blood mononuclear cells (PBMC) from 30 PCa patients (11 localized and 19 non-localized cases) and 20 healthy volunteer controls, determined the expressions of TGF-beta 1 and COX-2 in the serum by ELISA, and analyzed their correlation with the CD4+ CD25(high) regulatory T cells in the PCa patients as well as the differences between the localized and non- localized cases. RESULTS: CD4+ CD25(high) regulatory T cells accounted for (18.32 +/- 7.49) % in the CD4+ T cells in PBMCs from the PCa patients, significantly higher than (7.77 +/- 1.86) % from the controls (P < 0.05), but with no statistically significant difference between pre- and post-treatment in the PCa patients (P > 0.05). The expressions of TGF-beta 1 and COX-2 in the peripheral blood were (215.97 +/- 55.16) ng/ml and (6.88 +/- 5.14) ng/ml in the PCa patients, in comparison with (149.75 +/- 47.11) ng/ml (P < 0.05) and (6.88 +/- 5.14) ng/ml (P > 0.05) in the controls. Multiple linear regression analysis showed no significant correlation between the expression of CD4+ CD25(high) regulatory T cells in PBMCs and those of TGF-beta 1 and COX-2 in the peripheral blood of the PCa patients. There were no significant differences between the localized and non-localized PCa groups in the expressions of CD4+ CD25(high) regulatory T cells, TGF-beta 1 and COX-2 (P > 0.05). CONCLUSION: CD4+ CD25(high) regulatory T cells in in PBMCs are involved in the pathogenesis of PCa. The proliferation of CD4+ CD25(high) regulatory T cells is not significantly correlated to the expressions of TGF-beta 1 and COX-2 in the peripheral blood, but maybe to the tumor itself and the local tumor microenvironment.


Assuntos
Ciclo-Oxigenase 2/sangue , Neoplasias da Próstata/sangue , Linfócitos T Reguladores/metabolismo , Fator de Crescimento Transformador beta1/sangue , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Citometria de Fluxo , Humanos , Masculino , Pessoa de Meia-Idade
12.
J Sex Med ; 7(9): 3135-42, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20233294

RESUMO

INTRODUCTION: Erectile dysfunction (ED) represents a common quality-of-life issue of any treatment used for prostate cancer, including high-intensity focused ultrasound (HIFU) and targeted cryoablation of the prostate (TCAP). There is a paucity of comparative studies regarding the difference in the erectile function and penile size of patients undergoing HIFU or TCAP. AIM: The aim of this study is to compare the erectile function and penile size of patients undergoing HIFU or TCAP. METHODS: Patients with a preoperative erectile function domain of the International Index of Erectile Function (IIEF-EF) score ≥ 26 were prospectively included. All patients were preoperatively evaluated by IIEF-EF and penile color Doppler ultrasound. Penile length and circumference were measured in flaccidity and at maximum erection. At 6, 12, 18, 24, 36 months after surgery, patients were assessed with the same protocol. MAIN OUTCOME MEASURES: IIEF-EF score, penile color Doppler ultrasound, penile length, and circumference at different time points. RESULTS: There were 55 patients in the HIFU group and 47 in the TCAP group. At each time point, there were significant differences in mean IIEF-EF scores and penile color Doppler results between the two groups. At 36 months, TCAP patients experienced lower erectile function recovery rate compared with HIFU patients (TCAP=46.8%; HIFU=65.5%; P=0.021). No significant decreases in penile length and circumference were found in the two groups (all P values ≥ 0.05). CONCLUSIONS: Our data demonstrate TCAP caused significantly decreased erectile function than HIFU. We found no change in penile size after HIFU or TCAP. The option of HIFU may be more attractive to the patient who wants to avoid ED afterward, to maintain their quality of life.


Assuntos
Criocirurgia , Ablação por Ultrassom Focalizado de Alta Intensidade , Ereção Peniana , Pênis/anatomia & histologia , Pênis/diagnóstico por imagem , Neoplasias da Próstata/terapia , Velocidade do Fluxo Sanguíneo , Humanos , Masculino , Pessoa de Meia-Idade , Pênis/irrigação sanguínea , Projetos Piloto , Estudos Prospectivos , Ultrassonografia Doppler em Cores , Ultrassonografia Doppler Dupla
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