Literature DB >> 33643390

Integrated Analysis of the Prognosis-Associated RNA-Binding Protein Genes and Candidate Drugs in Renal Papillary Cell Carcinoma.

Silin Jiang1, Xiaohan Ren1, Shouyong Liu1, Zhongwen Lu1, Aiming Xu1, Chao Qin1, Zengjun Wang1.   

Abstract

RNA-binding proteins (RBPs) play significant roles in various cancer types. However, the functions of RBPs have not been clarified in renal papillary cell carcinoma (pRCC). In this study, we identified 31 downregulated and 89 upregulated differentially expressed RBPs on the basis of the cancer genome atlas (TCGA) database and performed functional enrichment analyses. Subsequently, through univariate Cox, random survival forest, and multivariate Cox regression analysis, six RBPs of SNRPN, RRS1, INTS8, RBPMS2, IGF2BP3, and PIH1D2 were screened out, and the prognostic model was then established. Further analyses revealed that the high-risk group had poor overall survival. The area under the curve values were 0.87 and 0.75 at 3 years and 0.78 and 0.69 at 5 years in the training set and test set, respectively. We then plotted a nomogram on the basis of the six RBPs and tumor stage with the substantiation in the TCGA cohort. Moreover, we selected two intersectant RBPs and evaluate their biological effects by GSEA and predicted three drugs, including STOCK1N-28457, pyrimethamine, and trapidil by using the Connectivity Map. Our research provided a novel insight into pRCC and improved the determination of prognosis and individualized therapeutic strategies.
Copyright © 2021 Jiang, Ren, Liu, Lu, Xu, Qin and Wang.

Entities:  

Keywords:  RNA-binding proteins; bioinformatic; candidate drugs; prognostic model; renal papillary cell carcinoma

Year:  2021        PMID: 33643390      PMCID: PMC7907657          DOI: 10.3389/fgene.2021.627508

Source DB:  PubMed          Journal:  Front Genet        ISSN: 1664-8021            Impact factor:   4.599


  45 in total

1.  Inhibition of mTORC1 signaling reduces tumor growth but does not prevent cancer progression in a mouse model of thyroid cancer.

Authors:  Celine J Guigon; Laura Fozzatti; Changxue Lu; Mark C Willingham; Sheue-Yann Cheng
Journal:  Carcinogenesis       Date:  2010-03-18       Impact factor: 4.944

Review 2.  Diverse roles of RNA-binding proteins in cancer traits and their implications in gastrointestinal cancers.

Authors:  Kiyoshi Masuda; Yuki Kuwano
Journal:  Wiley Interdiscip Rev RNA       Date:  2018-11-26       Impact factor: 9.957

3.  limma powers differential expression analyses for RNA-sequencing and microarray studies.

Authors:  Matthew E Ritchie; Belinda Phipson; Di Wu; Yifang Hu; Charity W Law; Wei Shi; Gordon K Smyth
Journal:  Nucleic Acids Res       Date:  2015-01-20       Impact factor: 16.971

4.  The Path to Cancer --Three Strikes and You're Out.

Authors:  Bert Vogelstein; Kenneth W Kinzler
Journal:  N Engl J Med       Date:  2015-11-12       Impact factor: 91.245

5.  Dissecting the expression landscape of RNA-binding proteins in human cancers.

Authors:  Bobak Kechavarzi; Sarath Chandra Janga
Journal:  Genome Biol       Date:  2014-01-10       Impact factor: 13.583

6.  Androgen receptor increases hematogenous metastasis yet decreases lymphatic metastasis of renal cell carcinoma.

Authors:  Qingbo Huang; Yin Sun; Xin Ma; Yu Gao; Xintao Li; Yuanjie Niu; Xu Zhang; Chawnshang Chang
Journal:  Nat Commun       Date:  2017-10-13       Impact factor: 14.919

7.  Modulation of MKNK2 alternative splicing by splice-switching oligonucleotides as a novel approach for glioblastoma treatment.

Authors:  Maxim Mogilevsky; Odelia Shimshon; Saran Kumar; Adi Mogilevsky; Eli Keshet; Eylon Yavin; Florian Heyd; Rotem Karni
Journal:  Nucleic Acids Res       Date:  2018-11-30       Impact factor: 16.971

8.  The RNA-binding protein RBM3 promotes cell proliferation in hepatocellular carcinoma by regulating circular RNA SCD-circRNA 2 production.

Authors:  Wei Dong; Zhi-Hui Dai; Fu-Chen Liu; Xing-Gang Guo; Chun-Mei Ge; Jin Ding; Hui Liu; Fu Yang
Journal:  EBioMedicine       Date:  2019-06-22       Impact factor: 8.143

9.  Papillary Renal Cell Carcinomas Rewire Glutathione Metabolism and Are Deficient in Both Anabolic Glucose Synthesis and Oxidative Phosphorylation.

Authors:  Ayham Al Ahmad; Vanessa Paffrath; Rosanna Clima; Jonas Felix Busch; Anja Rabien; Ergin Kilic; Sonia Villegas; Bernd Timmermann; Marcella Attimonelli; Klaus Jung; David Meierhofer
Journal:  Cancers (Basel)       Date:  2019-09-03       Impact factor: 6.639

10.  Prevention of pancreatic acinar cell carcinoma by Roux-en-Y Gastric Bypass Surgery.

Authors:  Rui He; Yue Yin; Wenzhen Yin; Yin Li; Jing Zhao; Weizhen Zhang
Journal:  Nat Commun       Date:  2018-10-10       Impact factor: 14.919

View more
  1 in total

1.  Establishment and Validation of a Machine Learning Prediction Model Based on Big Data for Predicting the Risk of Bone Metastasis in Renal Cell Carcinoma Patients.

Authors:  Chan Xu; Wencai Liu; Chengliang Yin; Wanying Li; Jingjing Liu; Wanli Sheng; Haotong Tang; Wenle Li; Qingqing Zhang
Journal:  Comput Math Methods Med       Date:  2022-10-03       Impact factor: 2.809

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.