Literature DB >> 33461589

Identification of DNA methylation signatures associated with poor outcome in lower-risk Stage, Size, Grade and Necrosis (SSIGN) score clear cell renal cell cancer.

Louis Y El Khoury1,2, Shuang Fu1,2,3, Ryan A Hlady1,2, Ryan T Wagner1,2, Liguo Wang4, Jeanette E Eckel-Passow4, Erik P Castle5, Melissa L Stanton6, R Houston Thompson7, Alexander S Parker8, Thai H Ho9, Keith D Robertson10,11.   

Abstract

BACKGROUND: Despite using prognostic algorithms and standard surveillance guidelines, 17% of patients initially diagnosed with low risk clear cell renal cell carcinoma (ccRCC) ultimately relapse and die of recurrent disease, indicating additional molecular parameters are needed for improved prognosis.
RESULTS: To address the gap in ccRCC prognostication in the lower risk population, we performed a genome-wide analysis for methylation signatures capable of distinguishing recurrent and non-recurrent ccRCCs within the subgroup classified as 'low risk' by the Mayo Clinic Stage, Size, Grade, and Necrosis score (SSIGN 0-3). This approach revealed that recurrent patients have globally hypermethylated tumors and differ in methylation significantly at 5929 CpGs. Differentially methylated CpGs (DMCpGs) were enriched in regulatory regions and genes modulating cell growth and invasion. A subset of DMCpGs stratified low SSIGN groups into high and low risk of recurrence in independent data sets, indicating that DNA methylation enhances the prognostic power of the SSIGN score.
CONCLUSIONS: This study reports a global DNA hypermethylation in tumors of recurrent ccRCC patients. Furthermore, DMCpGs were capable of discriminating between aggressive and less aggressive tumors, in addition to SSIGN score. Therefore, DNA methylation presents itself as a potentially strong biomarker to further improve prognostic power in patients with low risk SSIGN score (0-3).

Entities:  

Keywords:  DNA methylation; Epigenetics; Kidney cancer; Precision medicine; Prognostic marker; Reduced representation bisulfite sequencing (RRBS); SSIGN score; ccRCC

Mesh:

Substances:

Year:  2021        PMID: 33461589      PMCID: PMC7814746          DOI: 10.1186/s13148-020-00998-z

Source DB:  PubMed          Journal:  Clin Epigenetics        ISSN: 1868-7075            Impact factor:   6.551


  54 in total

1.  VariantAnnotation: a Bioconductor package for exploration and annotation of genetic variants.

Authors:  Valerie Obenchain; Michael Lawrence; Vincent Carey; Stephanie Gogarten; Paul Shannon; Martin Morgan
Journal:  Bioinformatics       Date:  2014-03-28       Impact factor: 6.937

2.  MethSurv: a web tool to perform multivariable survival analysis using DNA methylation data.

Authors:  Vijayachitra Modhukur; Tatjana Iljasenko; Tauno Metsalu; Kaie Lokk; Triin Laisk-Podar; Jaak Vilo
Journal:  Epigenomics       Date:  2017-12-21       Impact factor: 4.778

3.  An outcome prediction model for patients with clear cell renal cell carcinoma treated with radical nephrectomy based on tumor stage, size, grade and necrosis: the SSIGN score.

Authors:  Igor Frank; Michael L Blute; John C Cheville; Christine M Lohse; Amy L Weaver; Horst Zincke
Journal:  J Urol       Date:  2002-12       Impact factor: 7.450

4.  Multilevel Genomics-Based Taxonomy of Renal Cell Carcinoma.

Authors:  Fengju Chen; Yiqun Zhang; Yasin Şenbabaoğlu; Giovanni Ciriello; Lixing Yang; Ed Reznik; Brian Shuch; Goran Micevic; Guillermo De Velasco; Eve Shinbrot; Michael S Noble; Yiling Lu; Kyle R Covington; Liu Xi; Jennifer A Drummond; Donna Muzny; Hyojin Kang; Junehawk Lee; Pheroze Tamboli; Victor Reuter; Carl Simon Shelley; Benny A Kaipparettu; Donald P Bottaro; Andrew K Godwin; Richard A Gibbs; Gad Getz; Raju Kucherlapati; Peter J Park; Chris Sander; Elizabeth P Henske; Jane H Zhou; David J Kwiatkowski; Thai H Ho; Toni K Choueiri; James J Hsieh; Rehan Akbani; Gordon B Mills; A Ari Hakimi; David A Wheeler; Chad J Creighton
Journal:  Cell Rep       Date:  2016-03-03       Impact factor: 9.423

Review 5.  Pathophysiology, diagnosis and treatment of inherited distal renal tubular acidosis.

Authors:  Nilufar Mohebbi; Carsten A Wagner
Journal:  J Nephrol       Date:  2017-10-09       Impact factor: 3.902

Review 6.  Transcriptional and epigenetic control of brown and beige adipose cell fate and function.

Authors:  Takeshi Inagaki; Juro Sakai; Shingo Kajimura
Journal:  Nat Rev Mol Cell Biol       Date:  2016-06-02       Impact factor: 94.444

7.  Integrated Proteogenomic Characterization of Clear Cell Renal Cell Carcinoma.

Authors:  David J Clark; Saravana M Dhanasekaran; Francesca Petralia; Jianbo Pan; Xiaoyu Song; Yingwei Hu; Felipe da Veiga Leprevost; Boris Reva; Tung-Shing M Lih; Hui-Yin Chang; Weiping Ma; Chen Huang; Christopher J Ricketts; Lijun Chen; Azra Krek; Yize Li; Dmitry Rykunov; Qing Kay Li; Lin S Chen; Umut Ozbek; Suhas Vasaikar; Yige Wu; Seungyeul Yoo; Shrabanti Chowdhury; Matthew A Wyczalkowski; Jiayi Ji; Michael Schnaubelt; Andy Kong; Sunantha Sethuraman; Dmitry M Avtonomov; Minghui Ao; Antonio Colaprico; Song Cao; Kyung-Cho Cho; Selim Kalayci; Shiyong Ma; Wenke Liu; Kelly Ruggles; Anna Calinawan; Zeynep H Gümüş; Daniel Geiszler; Emily Kawaler; Guo Ci Teo; Bo Wen; Yuping Zhang; Sarah Keegan; Kai Li; Feng Chen; Nathan Edwards; Phillip M Pierorazio; Xi Steven Chen; Christian P Pavlovich; A Ari Hakimi; Gabriel Brominski; James J Hsieh; Andrzej Antczak; Tatiana Omelchenko; Jan Lubinski; Maciej Wiznerowicz; W Marston Linehan; Christopher R Kinsinger; Mathangi Thiagarajan; Emily S Boja; Mehdi Mesri; Tara Hiltke; Ana I Robles; Henry Rodriguez; Jiang Qian; David Fenyö; Bing Zhang; Li Ding; Eric Schadt; Arul M Chinnaiyan; Zhen Zhang; Gilbert S Omenn; Marcin Cieslik; Daniel W Chan; Alexey I Nesvizhskii; Pei Wang; Hui Zhang
Journal:  Cell       Date:  2019-10-31       Impact factor: 41.582

8.  DNA methylation status defines clinicopathological parameters including survival for patients with clear cell renal cell carcinoma (ccRCC).

Authors:  Emma Andersson Evelönn; Sofie Degerman; Linda Köhn; Mattias Landfors; Börje Ljungberg; Göran Roos
Journal:  Tumour Biol       Date:  2016-01-30

9.  Systematic sequencing of renal carcinoma reveals inactivation of histone modifying genes.

Authors:  Gillian L Dalgliesh; Kyle Furge; Chris Greenman; Lina Chen; Graham Bignell; Adam Butler; Helen Davies; Sarah Edkins; Claire Hardy; Calli Latimer; Jon Teague; Jenny Andrews; Syd Barthorpe; Dave Beare; Gemma Buck; Peter J Campbell; Simon Forbes; Mingming Jia; David Jones; Henry Knott; Chai Yin Kok; King Wai Lau; Catherine Leroy; Meng-Lay Lin; David J McBride; Mark Maddison; Simon Maguire; Kirsten McLay; Andrew Menzies; Tatiana Mironenko; Lee Mulderrig; Laura Mudie; Sarah O'Meara; Erin Pleasance; Arjunan Rajasingham; Rebecca Shepherd; Raffaella Smith; Lucy Stebbings; Philip Stephens; Gurpreet Tang; Patrick S Tarpey; Kelly Turrell; Karl J Dykema; Sok Kean Khoo; David Petillo; Bill Wondergem; John Anema; Richard J Kahnoski; Bin Tean Teh; Michael R Stratton; P Andrew Futreal
Journal:  Nature       Date:  2010-01-06       Impact factor: 49.962

10.  The Cancer Genome Atlas Comprehensive Molecular Characterization of Renal Cell Carcinoma.

Authors:  Christopher J Ricketts; Aguirre A De Cubas; Huihui Fan; Christof C Smith; Martin Lang; Ed Reznik; Reanne Bowlby; Ewan A Gibb; Rehan Akbani; Rameen Beroukhim; Donald P Bottaro; Toni K Choueiri; Richard A Gibbs; Andrew K Godwin; Scott Haake; A Ari Hakimi; Elizabeth P Henske; James J Hsieh; Thai H Ho; Rupa S Kanchi; Bhavani Krishnan; David J Kwiatkowski; Wembin Lui; Maria J Merino; Gordon B Mills; Jerome Myers; Michael L Nickerson; Victor E Reuter; Laura S Schmidt; C Simon Shelley; Hui Shen; Brian Shuch; Sabina Signoretti; Ramaprasad Srinivasan; Pheroze Tamboli; George Thomas; Benjamin G Vincent; Cathy D Vocke; David A Wheeler; Lixing Yang; William Y Kim; A Gordon Robertson; Paul T Spellman; W Kimryn Rathmell; W Marston Linehan
Journal:  Cell Rep       Date:  2018-04-03       Impact factor: 9.423

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  2 in total

1.  Identification of Prognostic DNA Methylation Signatures in Lung Adenocarcinoma.

Authors:  Pengli Wang; Gaoran Xu; Erji Gao; Yong Xu; Leilei Liang; Gening Jiang; Liang Duan
Journal:  Oxid Med Cell Longev       Date:  2022-06-29       Impact factor: 7.310

2.  FUT7 Promotes the Epithelial-Mesenchymal Transition and Immune Infiltration in Bladder Urothelial Carcinoma.

Authors:  Mulin Liu; Qin Zheng; Siyi Chen; Jiwei Liu; Shijun Li
Journal:  J Inflamm Res       Date:  2021-03-25
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