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Fukagawa A, Hama N, Totoki Y, Nakamura H, Arai Y, Saito-Adachi M, Maeshima A, Matsui Y, Yachida S, Ushiku T, Shibata T. Genomic and epigenomic integrative subtypes of renal cell carcinoma in a Japanese cohort. Nat Commun 2023; 14:8383. [PMID: 38104198 PMCID: PMC10725467 DOI: 10.1038/s41467-023-44159-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 12/01/2023] [Indexed: 12/19/2023] Open
Abstract
Renal cell carcinoma (RCC) comprises several histological types characterised by different genomic and epigenomic aberrations; however, the molecular pathogenesis of each type still requires further exploration. We perform whole-genome sequencing of 128 Japanese RCC cases of different histology to elucidate the significant somatic alterations and mutagenesis processes. We also perform transcriptomic and epigenomic sequencing to identify distinguishing features, including assay for transposase-accessible chromatin sequencing (ATAC-seq) and methyl sequencing. Genomic analysis reveals that the mutational signature differs among the histological types, suggesting that different carcinogenic factors drive each histology. From the ATAC-seq results, master transcription factors are identified for each histology. Furthermore, clear cell RCC is classified into three epi-subtypes, one of which expresses highly immune checkpoint molecules with frequent loss of chromosome 14q. These genomic and epigenomic features may lead to the development of effective therapeutic strategies for RCC.
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Affiliation(s)
- Akihiko Fukagawa
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Natsuko Hama
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Yasushi Totoki
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Cancer Genome Informatics, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Hiromi Nakamura
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Yasuhito Arai
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Mihoko Saito-Adachi
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Akiko Maeshima
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Yoshiyuki Matsui
- Department of Urology, National Cancer Center Hospital, Tokyo, Japan
| | - Shinichi Yachida
- Department of Cancer Genome Informatics, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Tetsuo Ushiku
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tatsuhiro Shibata
- Division of Cancer Genomics, National Cancer Center Research Institute, Tokyo, Japan.
- Laboratory of Molecular Medicine, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan.
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2
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Wang L, Li Y, Lyu Y, Wen H, Feng C. Association between copy-number alteration of +20q, -14q and -18p and cross-sensitivity to tyrosine kinase inhibitors in clear-cell renal cell carcinoma. Cancer Cell Int 2020; 20:482. [PMID: 33041663 PMCID: PMC7541266 DOI: 10.1186/s12935-020-01585-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 09/29/2020] [Indexed: 12/30/2022] Open
Abstract
Background We aim to explore association between copy number alteration (CNA) and sensitivity to common tyrosine kinase inhibitors (TKIs) used in clear-cell renal cell carcinoma (ccRCC) treatment. Methods CNA with related sensitivity profiles were extracted from the Genomics of Drug Sensitivity in Cancer (GDSC) dataset and was cross-referenced with common CNA in ccRCC in the Cancer Genome Atlas (TCGA) dataset. Functional annotation was profiled using GSEA and NET-GE. Target genes within cytobands of interest were screened in silico and validated in vitro using proliferation assays in A498 and 786-O ccRCC cells. Results Four TKIs (Sunitinib, Cabozantinib, Axitinib and Sorafenib) that were clinically used in ccRCC were selected. In silico analysis showed gain of 20q (+20q) occurred in ~ 23% of cases and was associated with resistance to all four TKIs; loss of 14q (−14q) occurred in ~ 39% of cases and was associated with resistance to Sunitinib and Sorafenib; loss of 18p (−18p) occurred in ~ 39% of cases and was associated with sensitivity to Sunitinib and Sorafenib. All 3 CNAs were associated with worsened prognosis, respectively. Candidate target genes included of RBL1 on 20q, KLHL33 on 14q and ARHGAP28 on18q. In vitro validation showed RBL1 overexpression induced resistance to Sunitinib and Cabozantinib; KLHL33 silencing induced resistance to Sunitinib; ARHGAP28 silencing induced sensitivity to Cabozantinib. Functional annotation indicated FoxO signaling, hypoxic response and Wnt pathway, and Rho-related cellular adhesion were mechanistically associated with +20q, −14q and −18p, respectively. Conclusion Common CNAs in ccRCC are associated with cancer-intrinsic cross-sensitivity to common TKIs. Further validation and functional analyses are therefore needed.
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Affiliation(s)
- Liang Wang
- Department of Urology, Tianjin Medical University General Hospital, Tianjin, 300052 People's Republic of China
| | - Yuqing Li
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, 200040 People's Republic of China
| | - Yinfeng Lyu
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, 200040 People's Republic of China
| | - Hui Wen
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, 200040 People's Republic of China
| | - Chenchen Feng
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, 200040 People's Republic of China
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Kou F, Wu L, Ren X, Yang L. Chromosome Abnormalities: New Insights into Their Clinical Significance in Cancer. MOLECULAR THERAPY-ONCOLYTICS 2020; 17:562-570. [PMID: 32637574 PMCID: PMC7321812 DOI: 10.1016/j.omto.2020.05.010] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chromosomal abnormalities, consisting of numerical and structural chromosome abnormalities, are a common characteristic of cancer. Numerical chromosome abnormalities, mainly including aneuploidy and chromosome instability, are caused by chromosome segregation errors in mitosis, whereas structural chromosome abnormalities are a consequence of DNA damage and comprise focal/arm-level chromosome gain or loss. Recent advances have started to unveil the mechanisms by which chromosomal abnormalities can facilitate tumorigenesis and change the cellular fitness and the expression or function of RNAs and proteins. Accumulating evidence suggests that chromosome abnormalities represent a genomic signature that is linked to cancer prognosis and reaction to chemotherapy and immunotherapy. In this review, we discuss the most recent findings on the role of chromosome abnormalities in tumorigenesis and cancer progression, with a particular emphasis on how aneuploidy and chromosome instability influence cancer therapy and prognosis. We also highlight the distribution and clinical application of the structural chromosome abnormalities in various cancer types. A better understanding of the role of chromosome abnormalities will be beneficial to the development of precision oncology and suggest future directions for the field.
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Affiliation(s)
- Fan Kou
- Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Lei Wu
- Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Xiubao Ren
- Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Department of Biotherapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Corresponding author: Xiubao Ren, Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin 300060, China.
| | - Lili Yang
- Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Corresponding author: Lili Yang, Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin 300060, China.
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4
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Chen Z, Zhuang Q, Cheng K, Ming Y, Zhao Y, Ye Q, Zhang S. Long non-coding RNA TCL6 enhances preferential toxicity of paclitaxel to renal cell carcinoma cells. J Cancer 2020; 11:1383-1392. [PMID: 32047545 PMCID: PMC6995388 DOI: 10.7150/jca.32552] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 10/26/2019] [Indexed: 12/15/2022] Open
Abstract
Background: Recent findings have shown long non-coding RNAs (lncRNAs) are dysregulated in a variety of cancer cells. In this report, we investigate the effect of T-cell leukemia lymphoma 6 (TCL6) on paclitaxel (PTX)-induced apoptosis in Renal cell carcinoma (RCC) cells. Methods: Expression levels of TCL6 in RCC tissues were analyzed via The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets. Fluorescence in situ hybridization (FISH) was performed to detect the expression of TCL6 in RCC tissues and cells. Two pairs of cell lines were used: TCL6-silenced 786-O cell line and scrambled 786-O cell line, TCL6-overexpressed Caki-1 cell line and Caki-1 scrambled cell line. Cell viability was detected using the MTT assay. Apoptosis was examined by flow cemetery. Dual reporter gene assay was performed to confirm the direct downstream target miRNA of TCL6. Results: Based on RNA sequencing expression data of RCC tissues from TCGA and GEO datasets, the expression deficiency of TCL6 was observed in RCC tissues. Low level of TCL6 was associated with worse overall and disease-free survival of RCC patients. The FISH showed similar results with low expression of TCL6 in RCC tissues and cells. After PTX treatment, a time-dependent decrease in cell viability was observed in TCL6-overexpressed RCC cells and an increase in cell viability was observed in TCL6-silenced cells compared to control cells. Apoptosis induced by PTX was significantly increased in TCL6-overexpressed cells. Inhibition of TCL6 showed a significant decrease in apoptosis. Furthermore, luciferase reporter assay revealed that TCL6 is a direct target gene of miR-221. Conclusions: TCL6 effectively sensitizes RCC to PTX mainly through downregulation of miR-221. Our results suggest that PTX combined with TCL6 might be a potentially more effective chemotherapeutic approach for renal cancer.
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Affiliation(s)
- Zhizhao Chen
- The Third Xiangya Hospital of Central South University, Changsha, China.,Wuhan University, Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan Hubei, China
| | - Quan Zhuang
- The Third Xiangya Hospital of Central South University, Changsha, China
| | - Ke Cheng
- The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yingzi Ming
- The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yujun Zhao
- The Third Xiangya Hospital of Central South University, Changsha, China
| | - Qifa Ye
- The Third Xiangya Hospital of Central South University, Changsha, China.,Wuhan University, Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan Hubei, China
| | - Sheng Zhang
- The Third Xiangya Hospital of Central South University, Changsha, China
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Di Nunno V, Mollica V, Brunelli M, Gatto L, Schiavina R, Fiorentino M, Santoni M, Montironi R, Caliò A, Eccher A, Milella M, Martignoni G, Brunocilla E, Massari F. A Meta-Analysis Evaluating Clinical Outcomes of Patients with Renal Cell Carcinoma Harboring Chromosome 9P Loss. Mol Diagn Ther 2019; 23:569-577. [PMID: 31332726 DOI: 10.1007/s40291-019-00414-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
CONTEXT 9p loss appears a reliable and promising marker able to differentiate specific categories of patients with renal cell carcinoma associated with a worse prognosis. OBJECTIVE The aim was to systematically evaluate relative risk of death, cancer-specific survival (CSS) and disease-free survival (DFS) among patients harboring 9p loss. EVIDENCE SYNTHESIS We found a total of 92 potentially relevant articles focused on the detection of 9p loss in patients with renal cell carcinoma and clinical outcomes of this population. Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines were employed to carry out this work. Fourteen studies resulted to be eligible for this analysis; 11 of these reported data on 5-year overall survival, six on CSS and four on DFS. An increased risk of death has been observed in patients harboring 9p loss (pooled relative risk of 3.965; 95% confidence interval [CI] 2.647-5.940, p < 0.001). Similarly, worse CSS (hazard ratio [HR] 6.776; 95% CI 3.824-12.009; p < 0.001) and DFS (HR 2.914; 95% CI 1.245-6.819; p = 0.014) have been observed in this population. Heterogeneity was significant in survival analysis, while no significant heterogeneity was observed in the CSS and DFS analyses. CONCLUSIONS Patients harboring chromosome 9p loss have worse clinical outcomes in terms of overall survival, CSS and DFS.
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Affiliation(s)
- Vincenzo Di Nunno
- Division of Oncology, S. Orsola-Malpighi Hospital, Via Albertoni n 15, 40138, Bologna, Italy
| | - Veronica Mollica
- Division of Oncology, S. Orsola-Malpighi Hospital, Via Albertoni n 15, 40138, Bologna, Italy
| | - Matteo Brunelli
- Department of Pathology AOUI, University of Verona, Verona, Italy
| | - Lidia Gatto
- Oncology Unit, SG Moscati Hospital of Taranto, Taranto, Italy
| | - Riccardo Schiavina
- Department of Urology, University of Bologna, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Michelangelo Fiorentino
- Pathology Service, Addarii Institute of Oncology, S-Orsola-Malpighi Hospital, Bologna, Italy
| | - Matteo Santoni
- Oncology Unit, Macerata Hospital, via Santa Lucia 2, Macerata, Italy
| | - Rodolfo Montironi
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy
| | - Anna Caliò
- Department of Pathology AOUI, University of Verona, Verona, Italy
| | - Albino Eccher
- Department of Pathology AOUI, University of Verona, Verona, Italy
| | - Michele Milella
- Section of Oncology, Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Guido Martignoni
- Department of Pathology AOUI, University of Verona, Verona, Italy
- Department of Pathology, Pederzoli Hospital, Peschiera del Garda, Italy
| | - Eugenio Brunocilla
- Department of Urology, University of Bologna, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Francesco Massari
- Division of Oncology, S. Orsola-Malpighi Hospital, Via Albertoni n 15, 40138, Bologna, Italy.
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Kluzek K, Srebniak MI, Majer W, Ida A, Milecki T, Huminska K, van der Helm RM, Silesian A, Wrzesinski TM, Wojciechowicz J, Beverloo BH, Kwias Z, Bluyssen HAR, Wesoly J. Genetic characterization of Polish ccRCC patients: somatic mutation analysis of PBRM1, BAP1 and KDMC5, genomic SNP array analysis in tumor biopsy and preliminary results of chromosome aberrations analysis in plasma cell free DNA. Oncotarget 2018; 8:28558-28574. [PMID: 28212566 PMCID: PMC5438672 DOI: 10.18632/oncotarget.15331] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 01/10/2017] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Mutation analysis and cytogenetic testing in clear cell renal cell carcinoma (ccRCC) is not yet implemented in a routine diagnostics of ccRCC. MATERIAL AND METHODS We characterized the chromosomal alterations in 83 ccRCC tumors from Polish patients using whole genome SNP genotyping assay. Moreover, the utility of next generation sequencing of cell free DNA (cfDNA) in patients plasma as a potential tool for non-invasive cytogenetic analysis was tested. Additionally, tumor specific somatic mutations in PBRM1, BAP1 and KDM5C were determined. RESULTS We confirmed a correlation between deletions at 9p and higher tumor size, and deletion of chromosome 20 and the survival time. In Fuhrman grade 1, only aberrations of 3p and 8p deletion, gain of 5q and 13q and gains of chromosome 7 and 16 were present. The number of aberrations increased with Fuhrman grade, all chromosomes displayed cytogenetic changes in G3 and G4. ccRCC specific chromosome aberrations were observed in cfDNA, although discrepancies were found between cfDNA and tumor samples. In total 12 common and 94 rare variants were detected in PBRM1, BAP1 and KDM5C, with four potentially pathogenic variants. We observed markedly lower mutation load in PBRM1. CONCLUSIONS Cytogenetic analysis of cfDNA may allow more accurate diagnosis of tumor aberrations and therefore the correlation between the chromosome aberrations in cfDNA and clinical outcome should be studied in larger cohorts. The functional studies on in BAP1, KDM5C, PBRM1 mutations in large, independent sample set would be necessary for the assessment of their prognostic and diagnostic potential.
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Affiliation(s)
- Katarzyna Kluzek
- Department of Human Molecular Genetics, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
| | - Malgorzata I Srebniak
- Department of Clinical Genetics, Erasmus Medical Center, 3015 CN Rotterdam, The Netherlands
| | - Weronika Majer
- Laboratory of High Throughput Technologies, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
| | - Agnieszka Ida
- Department of Urology and Urological Oncology, Poznan University of Medical Sciences, 61-285 Poznan, Poland
| | - Tomasz Milecki
- Department of Urology and Urological Oncology, Poznan University of Medical Sciences, 61-285 Poznan, Poland
| | - Kinga Huminska
- Laboratory of High Throughput Technologies, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland.,Genomic Laboratory, DNA Research Center, 61-612 Poznan, Poland
| | - Robert M van der Helm
- Department of Clinical Genetics, Erasmus Medical Center, 3015 CN Rotterdam, The Netherlands
| | - Adrian Silesian
- Department of Human Molecular Genetics, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
| | - Tomasz M Wrzesinski
- Laboratory of High Throughput Technologies, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
| | | | - Berna H Beverloo
- Department of Clinical Genetics, Erasmus Medical Center, 3015 CN Rotterdam, The Netherlands
| | - Zbigniew Kwias
- Department of Urology and Urological Oncology, Poznan University of Medical Sciences, 61-285 Poznan, Poland
| | - Hans A R Bluyssen
- Department of Human Molecular Genetics, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
| | - Joanna Wesoly
- Laboratory of High Throughput Technologies, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, 61-614 Poznan, Poland
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Sanfrancesco JM, Eble JN, Grignon DJ, Wang M, Zhang S, Sundaram CP, Idrees MT, Pili R, Kouba E, Cheng L. Preservation of truncal genomic alterations in clear cell and papillary renal cell carcinomas with sarcomatoid features: An intra- and intertumoral, multifocal fluorescence in situ hybridization analysis reveals limited genetic heterogeneity. Mol Carcinog 2017; 56:2527-2537. [DOI: 10.1002/mc.22699] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 06/19/2017] [Accepted: 06/29/2017] [Indexed: 01/12/2023]
Affiliation(s)
- Joseph M. Sanfrancesco
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - John N. Eble
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - David J. Grignon
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Mingsheng Wang
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Shaobo Zhang
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Chandru P. Sundaram
- Departments of Urology; Indiana University School of Medicine; Indianapolis Indiana
| | - Muhammad T. Idrees
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Roberto Pili
- Departments of Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Erik Kouba
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
| | - Liang Cheng
- Departments of Pathology and Laboratory Medicine; Indiana University School of Medicine; Indianapolis Indiana
- Departments of Urology; Indiana University School of Medicine; Indianapolis Indiana
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Wang B, Ao J, Yu D, Rao T, Ruan Y, Yao X. Inhibition of mitochondrial translation effectively sensitizes renal cell carcinoma to chemotherapy. Biochem Biophys Res Commun 2017. [DOI: 10.1016/j.bbrc.2017.06.115] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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