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1.
Cell Commun Signal ; 21(1): 152, 2023 06 22.
Artigo em Inglês | MEDLINE | ID: mdl-37349820

RESUMO

BACKGROUND: Prostate cancer (PC) is the most common neoplasm and is the second leading cause of cancer-related deaths in men worldwide. The Hippo tumor suppressor pathway is highly conserved in mammals and plays an important role in carcinogenesis. YAP is one of major key effectors of the Hippo pathway. However, the mechanism supporting abnormal YAP expression in PC remains to be characterized. METHODS: Western blot was used to measure the protein expression of ATXN3 and YAP, while the YAP target genes were measured by real-time PCR. CCK8 assay was used to detect cell viability; transwell invasion assay was used to measure the invasion ability of PC. The xeno-graft tumor model was used for in vivo study. Protein stability assay was used to detect YAP protein degradation. Immuno-precipitation assay was used to detect the interaction domain between YAP and ATXN3. The ubiquitin-based Immuno-precipitation assays were used to detect the specific ubiquitination manner happened on YAP. RESULTS: In the present study, we identified ATXN3, a DUB enzyme in the ubiquitin-specific proteases family, as a bona fide deubiquitylase of YAP in PC. ATXN3 was shown to interact with, deubiquitylate, and stabilize YAP in a deubiquitylation activity-dependent manner. Depletion of ATXN3 decreased the YAP protein level and the expression of YAP/TEAD target genes in PC, including CTGF, ANKRD1 and CYR61. Further mechanistic study revealed that the Josephin domain of ATXN3 interacted with the WW domain of YAP. ATXN3 stabilized YAP protein via inhibiting K48-specific poly-ubiquitination process on YAP protein. In addition, ATXN3 depletion significantly decreased PC cell proliferation, invasion and stem-like properties. The effects induced by ATXN3 depletion could be rescued by further YAP overexpression. CONCLUSIONS: In general, our findings establish a previously undocumented catalytic role for ATXN3 as a deubiquitinating enzyme of YAP and provides a possible target for the therapy of PC. Video Abstract.


Assuntos
Neoplasias da Próstata , Transdução de Sinais , Masculino , Animais , Humanos , Fatores de Transcrição/metabolismo , Linhagem Celular Tumoral , Neoplasias da Próstata/patologia , Via de Sinalização Hippo , Proliferação de Células , Mamíferos/metabolismo , Ataxina-3/metabolismo , Proteínas Repressoras/metabolismo
2.
Mol Carcinog ; 61(3): 311-321, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34729830

RESUMO

The tumor mutational burden (TMB) calculated by whole-exome sequencing (WES) is a promising biomarker for the response to immune checkpoint inhibition (ICIs) in solid tumors. However, WES is not feasible in the routine clinical setting. In addition, the characteristics of the TMB in Chinese urothelial carcinoma (UC) are unclear. The aim of this study was to demonstrate the reliability of an Acornmed 808 panel and analyze the characteristics of the TMB in Chinese UC. An Acornmed 808 panel was designed and virtually validated using UC data from the cancer genome atlas (TCGA). Comprehensive analysis of sequencing and clinical data was performed to explore the characteristics of the TMB for 143 Chinese UC patients. Compared to the TMB calculated with random 808-, 500-, and 250-gene panels, the TMB calculated with the Acornmed 808 panel was closer to that calculated by WES. There were marked disparities in the mutational landscape and TMB between Chinese and TCGA UC data. The TMB was negatively associated with copy number variation (CNV). In contrast, the TMB was positive correlation with numbers of mutated DDR genes. Exposure to aristolochic acid signature was observed only in the TMB-high groups. The Acornmed 808 panel is a clinically practical method to assess the TMB. The TMB was associated with the DDR gene status and CNV counts and might be a biomarker for further stratification of UC patients. The study suggested that patients with high TMB may have a unique carcinogenic mechanism.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Biomarcadores Tumorais/genética , Carcinoma de Células de Transição/genética , China/epidemiologia , Variações do Número de Cópias de DNA , Feminino , Humanos , Masculino , Mutação , Reprodutibilidade dos Testes , Carga Tumoral/genética , Neoplasias da Bexiga Urinária/genética
3.
EMBO Rep ; 21(4): e48467, 2020 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-32052578

RESUMO

The androgen receptor (AR) has been linked to bladder cancer (BCa) progression, but if this involves circular RNAs (circRNAs) remains unclear. Here, we find that AR alters the levels of circRNA-FNTA (circFNTA) to increase BCa cell invasion and chemo-resistance. Mechanistically, AR represses the RNA editing gene ADAR2 via direct binding to its 5' promoter region to increase circFNTA levels, which then sponges the microRNA miR-370-3p to increase the expression of its host gene FNTA. This AR-mediated ADAR2/circFNTA/miR-370-3p/FNTA pathway then activates KRAS signaling to alter BCa cell invasion and chemo-sensitivity to cisplatin. A clinical BCa sample survey shows that circFNTA expression is elevated in BCa tissues, and results from a BCa mouse model indicate that depletion of circFNTA leads to the suppression of BCa metastases and increased cisplatin chemo-sensitivity. Together, based on our results using multiple BCa cell lines and an in vivo mouse model we suggest that targeting this newly identified AR/ADAR2/circFNTA/miR-370-3p/FNTA/KRAS axis may lead to the development of therapies to suppress BCa metastasis and to increase its chemo-sensitivity.


Assuntos
Alquil e Aril Transferases/genética , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , RNA Circular/genética , Receptores Androgênicos/metabolismo , Neoplasias da Bexiga Urinária , Animais , Linhagem Celular Tumoral , Proliferação de Células , Regulação Neoplásica da Expressão Gênica , Camundongos , Proteínas Proto-Oncogênicas p21(ras)/genética , Receptores Androgênicos/genética , Neoplasias da Bexiga Urinária/genética
4.
Acta Biochim Biophys Sin (Shanghai) ; 54(7): 987-998, 2022 06 25.
Artigo em Inglês | MEDLINE | ID: mdl-35880568

RESUMO

Bladder cancer (BC) is one of the most prevalent and life-threatening cancers among the male population worldwide. Sex determining region Y-box protein 5 (SOX5) plays important roles in a variety of human cancers. However, little research has been conducted on the function and underlying mechanism of SOX5 in BC. In the present study, we first reveal the increased expression of SOX5 in BC tissues and in vitro cells lines. Second, we discover that inhibition of SOX5 inhibits cell growth and migration but promotes cell apoptosis. Meanwhile, ectopic SOX5 expression stimulates cell growth and migration in BC cells. Then, we show that suppressing SOX5 inhibits the expression of DNA methyltransferase 1 (DNMT1), and that overexpressing DNMT1 alleviates the cell progress of BC cells inhibited by SOX5. Furthermore, we demonstrate that DNMT1 inhibits p21 expression by affecting DNA methylation of the p21 promoter. Collectively, we demonstrate that SOX5 exerts its functions in BC cells by modulating the SOX5/DNMT1/p21 pathway. Finally, we demonstrate that SOX5 knockdown inhibits xenograft tumor growth in vivo. In conclusion, our study elucidates the oncogenic role of SOX5 and its underlying molecular mechanism in BC, and reveals a novel pathway which has the potential to serve as a diagnostic biomarker and therapeutic target for BC.


Assuntos
MicroRNAs , Neoplasias da Bexiga Urinária , Linhagem Celular Tumoral , Proliferação de Células/genética , DNA (Citosina-5-)-Metiltransferase 1/genética , DNA (Citosina-5-)-Metiltransferase 1/metabolismo , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , MicroRNAs/genética , Fatores de Transcrição SOXD/genética , Fatores de Transcrição SOXD/metabolismo , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/patologia
5.
Reprod Biol Endocrinol ; 19(1): 33, 2021 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-33639974

RESUMO

BACKGROUND: Leydig cells reflect the activation of inflammation, decrease of androgen production, inhibition of cell growth and promotion of cell apoptosis under orchitis. Maternally expressed gene 3 (MEG3) exerts a crucial role in various human diseases, but under orchitis, the role and underlying molecular mechanism of MEG3 in Leydig cells remain unclear. METHODS: Lipofectamine 2000 was used for the cell transfections. qPCR and western blots assay were applied to assess the gene expression. ELISA assay was used to measure the TNFα, IL6 and testosterone secretion. CCK8 and EdU assay was employ to test the cell viability and proliferation respectively. Luciferase reporter and RIP assay were introduced to detect the binding of miR-93-5p with MEG3 and PTEN. RESULTS: Lipopolysaccharides (LPS) induced TNFα and IL6 secretion, lowered testosterone production, inhibited cell viability and proliferation, and induced cell apoptosis in Leydig cells. MEG3 was upregulated in Leydig cells treated with LPS and that knockdown of MEG3 inhibited the role of LPS in Leydig cells. MEG3 absorbed miR-93-5p and that suppression of miR-93-5p restored the role of silenced MEG3 in Leydig cells under LPS treatment. miR-93-5p inhibited PTEN expression and that over-expressed PTEN alleviated the effect of miR-93-5p in Leydig cells treated with LPS. LPS activated the MEG3/miR-93-5p/PTEN signalling pathway in Leydig cells. CONCLUSIONS: This study revealed that MEG3 serves as a molecular sponge to absorb miR-93-5p, thus leading to elevation of PTEN expression in Leydig cells under LPS treatment, offering a theoretical basis on which to establish potential new treatment strategies for orchitis.


Assuntos
Células Intersticiais do Testículo/metabolismo , Lipopolissacarídeos/farmacologia , MicroRNAs/metabolismo , PTEN Fosfo-Hidrolase/metabolismo , RNA Longo não Codificante/metabolismo , Transdução de Sinais/genética , Apoptose/efeitos dos fármacos , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Regulação para Baixo/efeitos dos fármacos , Inativação Gênica , Humanos , Interleucina-6/metabolismo , Células Intersticiais do Testículo/efeitos dos fármacos , Masculino , MicroRNAs/genética , PTEN Fosfo-Hidrolase/genética , RNA Longo não Codificante/genética , Transdução de Sinais/efeitos dos fármacos , Testosterona/metabolismo , Fator de Necrose Tumoral alfa/metabolismo , Regulação para Cima/efeitos dos fármacos
6.
Ann Surg Oncol ; 27(4): 1297-1303, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31853757

RESUMO

BACKGROUND: To evaluate the benefit of neoadjuvant chemotherapy (NAC) for survival in high-grade upper tract urothelial carcinoma (UTUC), a propensity score-based analysis was performed with high-grade UTUC patients from multiple urologic centers. METHODS: From three urologic centers, 48 high-grade UTUC patients who received chemotherapy followed by surgery (NAC group) and 72 high-grade UTUC patients who underwent initial surgery (no-NAC group) were involved in a propensity score-based analysis. After propensity score-based (1:1) matching, 37 patients receiving NAC and 37 patients not receiving NAC were followed. RESULTS: The patients who received NAC had improved disease-free survival (DFS) and overall survival (OS), with a 3-year DFS rate of 78.4% and an OS rate of 86.5% versus a 3-year DFS rate of 51.4% and an OS rate of 62.2% for those treated with initial surgery (P = 0.018 and P = 0.02, respectively). In the multivariate analysis, the NAC group had a lower risk for mortality [DFS hazard ratio (HR) 0.25; 95% confidence interval (CI) 0.10-0.62; P = 0.003; OS HR 0.22; 95% CI 0.085-0.57; P = 0.002]. The analysis of patient survival in matched subgroups showed that NAC was beneficial in terms of the 3-year DFS for the group with a cT of 3 or higher (DFS HR 0.37; 95% CI 0.14-0.94; P = 0.036) and the group that had tumor with hydronephrosis (DFS HR 0.31; 95% CI 0.11-0.87; P = 0.026). CONCLUSION: The study showed that NAC may be considered as an effective addition to surgery for the treatment in high-grade UTUC patients.


Assuntos
Carcinoma de Células de Transição/tratamento farmacológico , Quimioterapia Adjuvante , Terapia Neoadjuvante , Neoplasias Urológicas/tratamento farmacológico , Idoso , Carcinoma de Células de Transição/patologia , Carcinoma de Células de Transição/cirurgia , China , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pontuação de Propensão , Estudos Retrospectivos , Análise de Sobrevida , Resultado do Tratamento , Neoplasias Urológicas/patologia , Neoplasias Urológicas/cirurgia
7.
World J Urol ; 38(6): 1555-1562, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31502032

RESUMO

PURPOSE: To compare the perioperative and functional outcomes of holmium laser enucleation of the prostate (HoLEP) and thulium laser enucleation of the prostate (ThuLEP) for the treatment of large-volume benign prostatic hyperplasia (BPH) (> 80 ml). METHODS: A total of 116 consecutive patients with BPH were randomized to be treated surgically with either HoLEP (n = 58) or ThuLEP (n = 58), following the classical three-lobe enucleation technique. Follow-up was assessed at 1, 3, 6, 12 and 18 months after surgery. RESULTS: At 18 months, the lower urinary tract symptom index was improved significantly in both groups compared with the baseline values. The operative time (78.4 ± 8.0 vs. 71.4 ± 6.4 min) and enucleation time (61.2 ± 5.4 vs. 56.4 ± 8.4 min) were significantly shorter for ThuLEP compared to HoLEP (both p < 0.001). There were no significant differences between the two groups regarding morcellation time, resected weight, hemoglobin decrease, catheter time and hospital stay (p > 0.05). The HoLEP and ThuLEP groups had equivalent International Prostate Symptom Scores (3 [3-3] vs. 3 [3-3], p = 0.776), quality of life (1 [1-2] vs. 2 [1-2], p = 0.809), Qmax (25.3 ± 4.8 ml/s vs. 24.7 ± 4.4 ml/s, p = 0.470), postvoid residual urine (PVR) (6.1 [2.6-20.8] vs. 7.7 [3.1-22.8] ml, p = 0.449) and PSA (0.84 ± 0.32 vs. 0.90 ± 0.34 ml, p = 0.309) at 18 months postoperatively. CONCLUSION: Both HoLEP and ThuLEP relieve lower urinary tract symptoms in a comparable way with high efficacy and safety. ThuLEP was statistically superior to HoLEP in operation time and enucleation time, although the differences were clinically negligible.


Assuntos
Terapia a Laser/métodos , Lasers de Estado Sólido/uso terapêutico , Prostatectomia/métodos , Hiperplasia Prostática/cirurgia , Túlio , Idoso , Seguimentos , Humanos , Masculino , Tamanho do Órgão , Hiperplasia Prostática/patologia , Fatores de Tempo , Resultado do Tratamento
8.
J Clin Lab Anal ; 33(2): e22668, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30175467

RESUMO

BACKGROUND: Due to high nuclease activity and complex contents in urine, urinary cell-free DNA (ucfDNA) was prone to degrade. So, we developed standardized urine collection tube (UCT) to prevent ucfDNA degradation and simultaneously maintain urinary cells in their original form during the sample collection process, ensuring stabilization of the original proportion and integrity of ucfDNA. METHODS: Urine samples were collected from bladder cancer patients and divided into 10-mL normal tubes and 10-mL UCTs, respectively, and kept at ambient temperature. Urine supernatant was separated by centrifuging, and ucfDNA was extracted. Then ucfDNA was quantified by quantitative real-time polymerase chain reaction. UcfDNA fragments distribution was analyzed by Agilent 2200, and the frequency of specific mutations of urinary system disease was detected by next-generation sequencing method. RESULTS: Urine collected into UCTs showed no statistically significant changes in their original proportion and integrity of ucfDNA up to 7 days at ambient temperature and also ucfDNA fragments were maintained well. Conversely, urine collected into normal tubes was observed an obviously decline in their original proportion of ucfDNA and ucfDNA fragments changed greatly. The △% of allele fraction (AF) for specific genes of ucfDNA from UCTs was lower than from normal tubes by 3.7-fold. CONCLUSION: Using UCTs, they can maximally keep the original proportion and integrity of ucfDNA and stabilize urinary cells and minimize the background noise caused by urinary cellular DNA releasing, it will be help to open the door of next-generation noninvasive liquid biopsy applications utilizing urine.


Assuntos
Ácidos Nucleicos Livres/urina , Manejo de Espécimes/instrumentação , Manejo de Espécimes/métodos , Biomarcadores Tumorais/urina , Humanos , Biópsia Líquida , Reprodutibilidade dos Testes , Neoplasias da Bexiga Urinária/urina
9.
BMC Cancer ; 17(1): 105, 2017 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-28166762

RESUMO

BACKGROUND: Cytoplasmic linker-associated protein 2 (CLASP2) belongs to a family of microtubule plus-end tracking proteins that localizes to the distal ends of microtubules and regulate microtubule dynamics. We speculated that it might be involved in the epithelial-mesenchymal transition (EMT) and progression of bladder cancer (BC). METHODS: Western blotting and RT-PCR were used to detect the changes at protein and mRNA levels in BC cell lines. Cell proliferation, clonogenic formation, wound healing and chamber invasion assay were used to investigate the abilities of cellular proliferation, migration and invasion. The data of BC patients treated with transurethral resection of the bladder tumor (TURBT) was collected and analyzed. The levels of mRNA of CLASP2 and EMT-related markers in tumor and urine samples were tested by RT-PCR. RESULTS: Expressions of CLASP2 varied in four BC cell lines. Manipulation of CLASP2 expression changed EMT-related markers. CLASP2 could promote proliferation, migration and invasion in BC cell lines. The combination (CLASP2 + E-cadherin mRNA in urine) could better discriminate the patients with or without 2-years progression compared with tumor grade after TURBT. CONCLUSION: CLASP2 is involved in the EMT and progression of bladder urothelial cancer. Simultaneous urine-based detection of CLASP2 and E-cadherin mRNA can efficiently discriminate patients with or without 2-years progression after TURBT.


Assuntos
Transição Epitelial-Mesenquimal , Proteínas Associadas aos Microtúbulos/fisiologia , Neoplasias da Bexiga Urinária/metabolismo , Antígenos CD , Caderinas , Linhagem Celular Tumoral , Proliferação de Células , Progressão da Doença , Humanos , Neoplasias da Bexiga Urinária/fisiopatologia , Neoplasias da Bexiga Urinária/cirurgia
10.
Nat Rev Urol ; 20(9): 560-574, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37072491

RESUMO

Bladder cancer is the ninth most common cancer worldwide with a striking sex-based difference in incidence. Emerging evidence indicates that the androgen receptor (AR) might promote the development, progression and recurrence of bladder cancer, contributing to the observed sex differences. Targeting androgen-AR signalling has promise as potential therapy for bladder cancer and helps to suppress progression of this disease. In addition, the identification of a new membrane AR and AR-regulated non-coding RNAs has important implications for bladder cancer treatment. The success of human clinical trials of targeted-AR therapies will help in the development of improved treatments for patients with bladder cancer.


Assuntos
Receptores Androgênicos , Neoplasias da Bexiga Urinária , Humanos , Masculino , Feminino , Receptores Androgênicos/genética , Neoplasias da Bexiga Urinária/terapia , Neoplasias da Bexiga Urinária/tratamento farmacológico , Transdução de Sinais
11.
Adv Sci (Weinh) ; 10(25): e2300110, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37414584

RESUMO

Although immune checkpoint blockade (ICB) therapies have been approved for bladder cancer (BLCA), only a minority of patients respond to these therapies, and there is an urgent need to explore combined therapies. Systematic multi-omics analysis identified S100A5 as a novel immunosuppressive target for BLCA. The expression of S100A5 in malignant cells inhibited CD8+ T cell recruitment by decreasing pro-inflammatory chemokine secretion. Furthermore, S100A5 attenuated effector T cell killing of cancer cells by inhibiting CD8+ T cell proliferation and cytotoxicity. In addition, S100A5 acted as an oncogene, thereby promoting tumor proliferation and invasion. Targeting S100A5 synergized with the efficacy of anti-PD-1 treatment by enhancing infiltration and cytotoxicity of CD8+ T cells in vivo. Clinically, there was a spatially exclusive relationship between S100A5+ tumor cells and CD8+ T cells in tissue microarrays. Moreover, S100A5 negatively correlated with immunotherapy efficacy in our real-world and several public immunotherapy cohorts. In summary, S100A5 shapes a non-inflamed tumor microenvironment in BLCA by inhibiting the secretion of pro-inflammatory chemokines and the recruitment and cytotoxicity of CD8+ T cells. Targeting S100A5 converts cold tumors into hot tumors, thus enhancing the efficacy of ICB therapy in BLCA.


Assuntos
Carcinoma , Neoplasias da Bexiga Urinária , Humanos , Linfócitos T CD8-Positivos , Bexiga Urinária , Imunoterapia , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/metabolismo , Carcinoma/metabolismo , Microambiente Tumoral
12.
Adv Sci (Weinh) ; 10(8): e2207155, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36642843

RESUMO

To improve response rate of monotherapy of immune checkpoint blockade (ICB), it is necessary to find an emerging target in combination therapy. Through analyzing tumor microenvironment (TME)-related indicators, it is validated that BCAT2 shapes a noninflamed TME in bladder cancer. The outcomes of multiomics indicate that BCAT2 has an inhibitory effect on cytotoxic lymphocyte recruitment by restraining activities of proinflammatory cytokine/chemokine-related pathways and T-cell-chemotaxis pathway. Immunoassays reveal that secretion of CD8+ T-cell-related chemokines keeps a robust negative correlation with BCAT2, generating a decreasing tendency of CD8+ T cells around BCAT2+ tumor cells from far to near. Cotreatment of BCAT2 deficiency and anti-PD-1 antibody has a synergistic effect in vivo, implying the potential of BCAT2 in combination therapy. Moreover, the value of BCAT2 in predicting efficacy of immunotherapy is validated in multiple immunotherapy cohorts. Together, as a key molecule in TME, BCAT2 is an emerging target in combination with ICB and a biomarker of guiding precision therapy.


Assuntos
Antígeno B7-H1 , Inibidores de Checkpoint Imunológico , Imunoterapia , Microambiente Tumoral , Antígeno B7-H1/metabolismo , Antígeno B7-H1/uso terapêutico , Linfócitos T CD8-Positivos , Quimiocinas/metabolismo , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia , Inibidores de Checkpoint Imunológico/metabolismo , Inibidores de Checkpoint Imunológico/farmacologia
13.
Front Physiol ; 13: 918381, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36105290

RESUMO

Objectives: To evaluate a new deep neural network (DNN)-based computer-aided diagnosis (CAD) method, namely, a prostate cancer localization network and an integrated multi-modal classification network, to automatically localize prostate cancer on multi-parametric magnetic resonance imaging (mp-MRI) and classify prostate cancer and non-cancerous tissues. Materials and methods: The PROSTAREx database consists of a "training set" (330 suspected lesions from 204 cases) and a "test set" (208 suspected lesions from 104 cases). Sequences include T2-weighted, diffusion-weighted, Ktrans, and apparent diffusion coefficient (ADC) images. For the task of abnormal localization, inspired by V-net, we designed a prostate cancer localization network with mp-MRI data as input to achieve automatic localization of prostate cancer. Combining the concepts of multi-modal learning and ensemble learning, the integrated multi-modal classification network is based on the combination of mp-MRI data as input to distinguish prostate cancer from non-cancerous tissues through a series of operations such as convolution and pooling. The performance of each network in predicting prostate cancer was examined using the receiver operating curve (ROC), and the area under the ROC curve (AUC), sensitivity (TPR), specificity (TNR), accuracy, and Dice similarity coefficient (DSC) were calculated. Results: The prostate cancer localization network exhibited excellent performance in localizing prostate cancer, with an average error of only 1.64 mm compared to the labeled results, an error of about 6%. On the test dataset, the network had a sensitivity of 0.92, specificity of 0.90, PPV of 0.91, NPV of 0.93, and DSC of 0.84. Compared with multi-modal classification networks, the performance of single-modal classification networks is slightly inadequate. The integrated multi-modal classification network performed best in classifying prostate cancer and non-cancerous tissues with a TPR of 0.95, TNR of 0.82, F1-Score of 0.8920, AUC of 0.912, and accuracy of 0.885, which fully confirmed the feasibility of the ensemble learning approach. Conclusion: The proposed DNN-based prostate cancer localization network and integrated multi-modal classification network yielded high performance in experiments, demonstrating that the prostate cancer localization network and integrated multi-modal classification network can be used for computer-aided diagnosis (CAD) of prostate cancer localization and classification.

14.
Theranostics ; 12(14): 6291-6307, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36168624

RESUMO

The limited effect of adjuvant therapy for advanced bladder cancer (BCa) leads to a poor prognosis. Increasing evidence has shown that RNA N6-methyladenosine (m6A) modification plays important functional roles in tumorigenesis. Nevertheless, the role and mechanism of m6A-modified noncoding RNAs (ncRNAs) in BCa remain largely unknown. Methods: RT-PCR, western blotting and ONCOMINE dataset were used to determine the dominant m6A-related enzyme in BCa. M6A-lncRNA epitranscriptomic microarray was used to screen candidate targets of METTL14. RT-PCR, MeRIP and TCGA dataset were carried out to confirm the downstream target of METTL14. CHIRP/MS was conducted to identify the candidate proteins binding to lncDBET. RT-PCR, western blotting, RIP and KEGG analysis were used to confirm the target of lncDBET. The levels of METTL14, lncDBET and FABP5 were tested in vitro and in vivo. CCK-8, EdU, transwell and flow cytometry assays were performed to determine the oncogenic function of METTL14, lncDBET and FABP5, and their regulatory networks. Results: We identified that the m6A level of total RNA was elevated and that METTL14 was the dominant m6A-related enzyme in BCa. m6A modification mediated by METTL14 promoted the malignant progression of BCa by promoting the expression of lncDBET. Upregulated lncDBET activated the PPAR signalling pathway to promote the lipid metabolism of cancer cells through direct interaction with FABP5, thus promoting the malignant progression of BCa in vitro and in vivo. Conclusions: Our study establishes METTL14/lncDBET/FABP5 as a critical oncogenic axis in BCa.


Assuntos
RNA Longo não Codificante , Neoplasias da Bexiga Urinária , Carcinogênese/genética , Proteínas de Ligação a Ácido Graxo/metabolismo , Humanos , Metabolismo dos Lipídeos/genética , Metiltransferases/genética , Metiltransferases/metabolismo , Receptores Ativados por Proliferador de Peroxissomo/metabolismo , RNA Longo não Codificante/genética , Sincalida/metabolismo , Neoplasias da Bexiga Urinária/patologia
15.
Front Immunol ; 13: 965469, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36090967

RESUMO

Background: Bladder carcinoma (BLCA) is a heterogeneous disease that makes it difficult to achieve proper individual treatment and predict prognosis. This study aimed to develop a risk score from a new perspective of pyroptosis and guide accurate treatment and prognosis prediction for BLCA. Methods: The TCGA-BLCA cohort data were downloaded from The Cancer Genome Atlas database. Two external validation cohorts were collected from the Gene Expression Omnibus. Another independent validation cohort (the Xiangya cohort) was recruited from our hospital. The least absolute shrinkage and selector operation (LASSO) algorithm and Cox regression models were used to establish the pyroptosis risk score. Thereafter, we correlated the pyroptosis risk score with prognosis, tumor microenvironment (TME) immune hallmarks, and multiple treatments, including anticancer immunotherapy, chemotherapy, radiotherapy, and targeted therapy. Results: The pyroptosis risk score was an independent prognostic predictor of BLCA. We found that the activities of multiple steps of the anticancer immune response cycle, such as the release of cancer cell antigens, CD8 T cell recruitment, and NK cell recruitment, were significantly higher in the high-risk score group than in the low-risk score group. In addition, the infiltration levels of the corresponding tumor-infiltrating immune cells (TIICs), such as CD8 T cells and NK cells, were positively correlated with the pyroptosis risk score. Thus, BLCA with a high-risk score may be associated with inflamed phenotypes. Simultaneously, the expression of multiple immune checkpoints (such as PD-L1, CTLA-4, and PD-1) and enrichment scores of gene signatures positively correlated with immunotherapy response were positively correlated with the pyroptosis risk score. Therefore, patients with a high pyroptosis risk score may be more sensitive to immunotherapy. In addition, patients with high pyroptosis risk scores may be more sensitive to chemotherapeutic drugs, such as cisplatin, docetaxel, and paclitaxel. In addition, the pyroptosis risk score accurately predicted the molecular subtypes of BLCA, which were cross-validated in several independent systems. Conclusions: This study developed and validated a robust pyroptosis risk score that can predict the clinical outcomes and TME immune phenotypes of BLCA. In summary, the pyroptosis risk score helps drive precision therapy in patients with BLCA.


Assuntos
Carcinoma , Neoplasias da Bexiga Urinária , Carcinoma/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Prognóstico , Piroptose , Fatores de Risco , Microambiente Tumoral , Bexiga Urinária , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/metabolismo , Neoplasias da Bexiga Urinária/terapia
16.
Front Genet ; 13: 1047481, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36406127

RESUMO

Background: Although neoadjuvant chemotherapy (NAC) has become the standard treatment option for muscle invasive bladder carcinoma (MIBC), its application is still limited because of the lack of biomarkers for NAC prediction. Methods: We conducted a territory multicenter real-world study to summarize NAC practice in China and its associated clinicopathologic variables with NAC response. Then, we developed and validated a robust gene-based signature for accurate NAC prediction using weighted correlation network analysis (WGCNA), the least absolute shrinkage and selector operation (LASSO) algorithm, a multivariable binary logistic regression model, and immunohistochemistry (IHC). Results: In total, we collected 69 consecutive MIBC patients treated with NAC from four clinical centers. The application of NAC in the real world was relatively safe, with only two grade Ⅳ and seven grade Ⅲ AEs and no treatment-related deaths being reported. Among these patients, 16 patients gave up surgery after NAC, leaving 53 patients for further analysis. We divided them into pathological response and non-response groups and found that there were more patients with a higher grade and stage in the non-response group. Patients with a pathological response could benefit from a significant overall survival (OS) improvement. In addition, univariate and multivariate logistic analyses indicated that tumor grade and clinical T stage were both independent factors for predicting NAC response. Importantly, we developed and validated a five-gene-based risk score for extremely high predictive accuracy for NAC response. Conclusion: NAC was relatively safe and could significantly improve OS for MIBC patients in the real-world practice. Our five-gene-based risk score could guide personalized therapy and promote the application of NAC.

17.
Cell Rep Med ; 3(11): 100785, 2022 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-36265483

RESUMO

To parallelly compare the efficacy of neoadjuvant immunotherapy (tislelizumab), neoadjuvant chemotherapy (gemcitabine and cisplatin), and neoadjuvant combination therapy (tislelizumab + GC) in patients with muscle-invasive bladder cancer (MIBC) and explore the efficacy predictors, we perform a multi-center, real-world cohort study that enrolls 253 patients treated with neoadjuvant treatments (combination therapy: 98, chemotherapy: 107, and immunotherapy: 48) from 15 tertiary hospitals. We demonstrate that neoadjuvant combination therapy achieves the highest complete response rate and pathological downstaging rate compared with neoadjuvant immunotherapy or chemotherapy. We develop and validate an efficacy prediction model consisting of pretreatment clinical characteristics, which can pinpoint candidates to receive neoadjuvant combination therapy. We also preliminarily reveal that patients who achieve pathological complete response after neoadjuvant treatments plus maximal transurethral resection of the bladder tumor may be safe to receive bladder preservation therapy. Overall, this study highlights the benefit of neoadjuvant combination therapy based on tislelizumab for MIBC.


Assuntos
Terapia Neoadjuvante , Neoplasias da Bexiga Urinária , Humanos , Neoplasias da Bexiga Urinária/tratamento farmacológico , Estudos Retrospectivos , Estudos de Coortes , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Invasividade Neoplásica , Imunoterapia , Músculos/patologia
18.
Front Immunol ; 12: 791924, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34975891

RESUMO

Background: The TGF-ß pathway plays critical roles in numerous malignancies. Nevertheless, its potential role in prognosis prediction and regulating tumour microenvironment (TME) characteristics require further elucidation in bladder cancer (BLCA). Methods: TGF-ß-related genes were comprehensively summarized from several databases. The TCGA-BLCA cohort (training cohort) was downloaded from the Cancer Genome Atlas, and the independent validation cohorts were gathered from Xiangya Hospital (Xinagya cohort) and Gene Expression Omnibus. Initially, we identified differentially expressed TGF-ß genes (DEGs) between cancer and normal tissues. Subsequently, univariate Cox analysis was applied to identify prognostic DEGs, which were further used to develop the TGF-ß risk score by performing LASSO and multivariate Cox analyses. Then, we studied the role of the TGF-ß risk score in predicting prognosis and the TME phenotypes. In addition, the role of the TGF-ß risk score in guiding precision treatments for BLCA has also been assessed. Results: We successfully constructed a TGF-ß risk score with an independent prognostic prediction value. A high TGF-ß risk score indicated an inflamed TME, which was supported by the positive relationships between the risk score, enrichment scores of anticancer immunity steps, and the infiltration levels of tumour-infiltrating immune cells. In addition, the risk score positively correlated with the expression of several immune checkpoints and the T cell inflamed score. Consistently, the risk score was positively related to the enrichment scores of most immunotherapy-positive pathways. In addition, the sensitivities of six common chemotherapeutic drugs were positively associated with the risk score. Furthermore, higher risk score indicated higher sensitivity to radiotherapy and EGFR-targeted therapy. On the contrary, patients with low-risk scores were more sensitive to targeted therapies, including the blockade of FGFR3 and WNT-ß-catenin networks. Conclusions: We first constructed and validated a TGF-ß signature that could predict the prognosis and TME phenotypes for BLCA. More importantly, the TGF-ß risk score could aid in individual precision treatment for BLCA.


Assuntos
Biomarcadores Tumorais/genética , Técnicas de Apoio para a Decisão , Perfilação da Expressão Gênica , Nomogramas , Transcriptoma , Fator de Crescimento Transformador beta/genética , Microambiente Tumoral/imunologia , Neoplasias da Bexiga Urinária/genética , Tomada de Decisão Clínica , Bases de Dados Genéticas , Feminino , Regulação Neoplásica da Expressão Gênica , Predisposição Genética para Doença , Humanos , Masculino , Fenótipo , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes , Medição de Risco , Fatores de Risco , Transdução de Sinais , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/imunologia , Neoplasias da Bexiga Urinária/mortalidade
19.
Front Oncol ; 11: 648968, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33869048

RESUMO

Bladder cancer is one of the leading causes of cancer deaths worldwide. Early detection of lymph node metastasis of bladder cancer is essential to improve patients' prognosis and overall survival. Current diagnostic methods are limited, so there is an urgent need for new specific biomarkers. Non-coding RNA and m6A have recently been reported to be abnormally expressed in bladder cancer related to lymph node metastasis. In this review, we tried to summarize the latest knowledge about biomarkers, which predict lymph node metastasis in bladder cancer and their mechanisms. In particular, we paid attention to the impact of non-coding RNA on lymphatic metastasis of bladder cancer and its specific molecular mechanisms, as well as some prediction models based on imaging, pathology, and biomolecules, in an effort to find more accurate diagnostic methods for future clinical application.

20.
Front Immunol ; 12: 697026, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34526985

RESUMO

N6-methylation of adenosine (m6A), a post-transcriptional regulatory mechanism, is the most abundant nucleotide modification in almost all types of RNAs. The biological function of m6A in regulating the expression of oncogenes or tumor suppressor genes has been widely investigated in various cancers. However, recent studies have addressed a new role of m6A modification in the anti-tumor immune response. By modulating the fate of targeted RNA, m6A affects tumor-associated immune cell activation and infiltration in the tumor microenvironment (TME). In addition, m6A-targeting is found to affect the efficacy of classical immunotherapy, which makes m6A a potential target for immunotherapy. Although m6A modification together with its regulators may play the exact opposite role in different tumor types, targeting m6A regulators has been shown to have wide implications in several cancers. In this review, we discussed the link between m6A modification and tumor with an emphasis on the importance of m6A in anti-tumor immune response and immunotherapy.


Assuntos
Adenosina/análogos & derivados , Antineoplásicos/uso terapêutico , Imunoterapia , Neoplasias/tratamento farmacológico , RNA Neoplásico/metabolismo , Microambiente Tumoral , Adenosina/genética , Adenosina/imunologia , Adenosina/metabolismo , Animais , Regulação Neoplásica da Expressão Gênica , Humanos , Terapia de Alvo Molecular , Neoplasias/genética , Neoplasias/imunologia , Neoplasias/metabolismo , RNA Neoplásico/genética , RNA Neoplásico/imunologia , Microambiente Tumoral/imunologia
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