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Wang Y, Shen Z, Mo S, Dai L, Song B, Gu W, Ding X, Zhang X. Construction and validation of a novel ten miRNA-pair based signature for the prognosis of clear cell renal cell carcinoma. Transl Oncol 2022; 25:101519. [PMID: 35998436 PMCID: PMC9421317 DOI: 10.1016/j.tranon.2022.101519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 07/12/2022] [Accepted: 08/10/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) is the most predominate pathological subtype of renal cell carcinoma, causing a recurrence or metastasis rate as high as 20% to 40% after operation, for which effective prognostic signature is urgently needed. METHODS The mRNA and miRNA profiles of ccRCC specimens were collected from the Cancer Genome Atlas. MiRNA-pair risk score (miPRS) for each miRNA pair was generated as a signature and validated by univariate and multivariate Cox proportional hazards regression analysis. Functional enrichment was performed, and immune cells infiltration, as well as tumor mutation burden (TMB), and immunophenoscore (IPS) were evaluated between high and low miPRS groups. Target gene-prediction and differentially expressed gene-analysis were performed based on databases of miRDB, miRTarBase, and TargetScan. Multivariate Cox proportional hazards regression analysis was adopted to establish the prognostic model and Kaplan-Meier survival analysis was performed. FINDINGS A novel 10 miRNA-pair based signature was established. Area under the time-dependent receiver operating curve proved the performance of the signature in the training, validation, and testing cohorts. Higher TMB, as well as the higher CTLA4-negative PD1-negative IPS, were discovered in high miPRS patients. A prognostic model was built based on miPRS (1 year-, 5 year-, 10 year- ROC-AUC=0.92, 0.84, 0.82, respectively). INTERPRETATION The model based on miPRS is a novel and valid tool for predicting the prognosis of ccRCC. FUNDING This study was supported by research grants from the China National Natural Scientific Foundation (81903972, 82002018, and 82170752) and Shanghai Sailing Program (19YF1406700 and 20YF1406000).
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Affiliation(s)
- Yulin Wang
- Department of Nephrology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai 200032, China; Shanghai Medical Center of Kidney Disease, Shanghai 200032, China; Shanghai Key Laboratory of Kidney and Blood Purification, Shanghai 200032, China
| | - Ziyan Shen
- Department of Nephrology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai 200032, China; Shanghai Medical Center of Kidney Disease, Shanghai 200032, China; Shanghai Institute of Kidney and Dialysis, No. 136 Medical College Road, Shanghai 200032, China
| | - Shaocong Mo
- Department of Digestive Diseases, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Leijie Dai
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Biao Song
- Department of Dermatology, Peking Union Medical College Hospital, Beijing, 100005, China
| | - Wenchao Gu
- Department of Diagnostic Radiology and Nuclear Medicine, Gunma University Graduate School of Medicine, Maebashi, 371-8511, Japan
| | - Xiaoqiang Ding
- Department of Nephrology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai 200032, China; Shanghai Medical Center of Kidney Disease, Shanghai 200032, China; Shanghai Key Laboratory of Kidney and Blood Purification, Shanghai 200032, China; Shanghai Institute of Kidney and Dialysis, No. 136 Medical College Road, Shanghai 200032, China.
| | - Xiaoyan Zhang
- Department of Nephrology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai 200032, China; Shanghai Medical Center of Kidney Disease, Shanghai 200032, China; Shanghai Key Laboratory of Kidney and Blood Purification, Shanghai 200032, China; Shanghai Institute of Kidney and Dialysis, No. 136 Medical College Road, Shanghai 200032, China.
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Chen TJ, Chou CL, Tian YF, Yeh CF, Chan TC, He HL, Li WS, Tsai HH, Li CF, Lai HY. High FRMD3 expression is prognostic for worse survival in rectal cancer patients treated with CCRT. Int J Clin Oncol 2021; 26:1689-1697. [PMID: 34043102 DOI: 10.1007/s10147-021-01944-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 05/21/2021] [Indexed: 01/13/2023]
Abstract
BACKGROUND Rectal cancer patients can conceivably obtain relief from neoadjuvant concurrent chemoradiotherapy (CCRT) for downstaging before resection, but the stratification of risk and clinical outcomes remains challenging. Therefore, identifying effective predictive biomarkers offers clinicians the opportunity to individually tailor early interventions, which would help optimize therapy. METHODS Using a public rectal cancer transcriptome dataset (GSE35452), we focused on cytoskeletal protein binding (GO: 0008092)-related genes and identified FERM domain containing 3 (FRMD3) as the most significant differentially expressed gene associated with CCRT resistance. We gathered 172 tumor samples from rectal cancer patients treated with neoadjuvant CCRT accompanied by curative resection and estimated the expression level of FRMD3 using immunohistochemistry. RESULTS The results revealed that high FRMD3 immunoexpression was remarkably associated with advanced pre-CCRT and post-CCRT tumor status (p = 0.004 and p < 0.001), pre-CCRT and post-CCRT lymph node metastasis (both p < 0.001), more perineurial invasion (p = 0.023), and a smaller extent of tumor regression (p = 0.018). High FRMD3 immunoexpression was remarkably correlated with inferior disease-specific survival (DSS) (p = 0.0001), local recurrence-free survival (LRFS) (p = 0.0003), and metastasis-free survival (MeFS) (p = 0.0023) at the univariate level. Furthermore, in multivariate analysis, high FRMD3 immunoexpression remained independently predictive of inferior DSS (p = 0.002), LRFS (p = 0.005), and MeFS (p = 0.015). CONCLUSION These results suggest that high FRMD3 expression is related to advanced clinicopathological features and inferior therapeutic responses in rectal cancer patients treated with CCRT, validating the promising prognostic value of FRMD3 expression.
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Affiliation(s)
- Tzu-Ju Chen
- Department of Clinical Pathology, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan.,Department of Medical Technology, Chung Hwa University of Medical Technology, Tainan, Taiwan.,Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | - Chia-Lin Chou
- Division of Colon and Rectal Surgery, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Yu-Feng Tian
- Division of Colon and Rectal Surgery, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Cheng-Fa Yeh
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Ti-Chun Chan
- Department of Medical Research, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan.,National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Hong-Lin He
- Department of Medical Technology, Chung Hwa University of Medical Technology, Tainan, Taiwan.,Department of Optometry, Chung Hwa University of Medical Technology, Tainan, Taiwan.,Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan
| | - Wan-Shan Li
- Department of Medical Technology, Chung Hwa University of Medical Technology, Tainan, Taiwan.,Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan.,Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan
| | - Hsin-Hwa Tsai
- Department of Clinical Pathology, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan.,Department of Medical Research, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan
| | - Chien-Feng Li
- Department of Clinical Pathology, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan. .,Department of Medical Research, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan. .,National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan. .,Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan. .,Institute of Precision Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan.
| | - Hong-Yue Lai
- Department of Clinical Pathology, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan. .,Department of Medical Research, Chi Mei Medical Center, 901 Chunghwa Road, Yung Kang Dist., Tainan City, 710, Taiwan.
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Gu HF. Genetic and Epigenetic Studies in Diabetic Kidney Disease. Front Genet 2019; 10:507. [PMID: 31231424 PMCID: PMC6566106 DOI: 10.3389/fgene.2019.00507] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 05/08/2019] [Indexed: 01/19/2023] Open
Abstract
Chronic kidney disease is a worldwide health crisis, while diabetic kidney disease (DKD) has become the leading cause of end-stage renal disease (ESRD). DKD is a microvascular complication and occurs in 30–40% of diabetes patients. Epidemiological investigations and clinical observations on the familial clustering and heritability in DKD have highlighted an underlying genetic susceptibility. Furthermore, DKD is a progressive and long-term diabetic complication, in which epigenetic effects and environmental factors interact with an individual’s genetic background. In recent years, researchers have undertaken genetic and epigenetic studies of DKD in order to better understand its molecular mechanisms. In this review, clinical material, research approaches and experimental designs that have been used for genetic and epigenetic studies of DKD are described. Current information from genetic and epigenetic studies of DKD and ESRD in patients with diabetes, including the approaches of genome-wide association study (GWAS) or epigenome-wide association study (EWAS) and candidate gene association analyses, are summarized. Further investigation of molecular defects in DKD with new approaches such as next generation sequencing analysis and phenome-wide association study (PheWAS) is also discussed.
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Affiliation(s)
- Harvest F Gu
- Center for Pathophysiology, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
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