Literature DB >> 25273974

FunSeq2: a framework for prioritizing noncoding regulatory variants in cancer.

Yao Fu1, Zhu Liu, Shaoke Lou, Jason Bedford, Xinmeng Jasmine Mu, Kevin Y Yip, Ekta Khurana, Mark Gerstein.   

Abstract

Identification of noncoding drivers from thousands of somatic alterations in a typical tumor is a difficult and unsolved problem. We report a computational framework, FunSeq2, to annotate and prioritize these mutations. The framework combines an adjustable data context integrating large-scale genomics and cancer resources with a streamlined variant-prioritization pipeline. The pipeline has a weighted scoring system combining: inter- and intra-species conservation;loss- and gain-of-function events for transcription-factor binding; enhancer-gene linkages and network centrality; and per-element recurrence across samples. We further highlight putative drivers with information specific to a particular sample, such as differential expression. FunSeq2 is available from funseq2.gersteinlab.org.

Entities:  

Mesh:

Year:  2014        PMID: 25273974      PMCID: PMC4203974          DOI: 10.1186/s13059-014-0480-5

Source DB:  PubMed          Journal:  Genome Biol        ISSN: 1474-7596            Impact factor:   13.583


  54 in total

1.  The human disease network.

Authors:  Kwang-Il Goh; Michael E Cusick; David Valle; Barton Childs; Marc Vidal; Albert-László Barabási
Journal:  Proc Natl Acad Sci U S A       Date:  2007-05-14       Impact factor: 11.205

2.  Identifying recent adaptations in large-scale genomic data.

Authors:  Sharon R Grossman; Kristian G Andersen; Ilya Shlyakhter; Shervin Tabrizi; Sarah Winnicki; Angela Yen; Daniel J Park; Dustin Griesemer; Elinor K Karlsson; Sunny H Wong; Moran Cabili; Richard A Adegbola; Rameshwar N K Bamezai; Adrian V S Hill; Fredrik O Vannberg; John L Rinn; Eric S Lander; Stephen F Schaffner; Pardis C Sabeti
Journal:  Cell       Date:  2013-02-14       Impact factor: 41.582

3.  Architecture of the human regulatory network derived from ENCODE data.

Authors:  Mark B Gerstein; Anshul Kundaje; Manoj Hariharan; Stephen G Landt; Koon-Kiu Yan; Chao Cheng; Xinmeng Jasmine Mu; Ekta Khurana; Joel Rozowsky; Roger Alexander; Renqiang Min; Pedro Alves; Alexej Abyzov; Nick Addleman; Nitin Bhardwaj; Alan P Boyle; Philip Cayting; Alexandra Charos; David Z Chen; Yong Cheng; Declan Clarke; Catharine Eastman; Ghia Euskirchen; Seth Frietze; Yao Fu; Jason Gertz; Fabian Grubert; Arif Harmanci; Preti Jain; Maya Kasowski; Phil Lacroute; Jing Jane Leng; Jin Lian; Hannah Monahan; Henriette O'Geen; Zhengqing Ouyang; E Christopher Partridge; Dorrelyn Patacsil; Florencia Pauli; Debasish Raha; Lucia Ramirez; Timothy E Reddy; Brian Reed; Minyi Shi; Teri Slifer; Jing Wang; Linfeng Wu; Xinqiong Yang; Kevin Y Yip; Gili Zilberman-Schapira; Serafim Batzoglou; Arend Sidow; Peggy J Farnham; Richard M Myers; Sherman M Weissman; Michael Snyder
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

4.  FunciSNP: an R/bioconductor tool integrating functional non-coding data sets with genetic association studies to identify candidate regulatory SNPs.

Authors:  Simon G Coetzee; Suhn K Rhie; Benjamin P Berman; Gerhard A Coetzee; Houtan Noushmehr
Journal:  Nucleic Acids Res       Date:  2012-06-08       Impact factor: 16.971

5.  Linking disease associations with regulatory information in the human genome.

Authors:  Marc A Schaub; Alan P Boyle; Anshul Kundaje; Serafim Batzoglou; Michael Snyder
Journal:  Genome Res       Date:  2012-09       Impact factor: 9.043

6.  The genomic complexity of primary human prostate cancer.

Authors:  Michael F Berger; Michael S Lawrence; Francesca Demichelis; Yotam Drier; Kristian Cibulskis; Andrey Y Sivachenko; Andrea Sboner; Raquel Esgueva; Dorothee Pflueger; Carrie Sougnez; Robert Onofrio; Scott L Carter; Kyung Park; Lukas Habegger; Lauren Ambrogio; Timothy Fennell; Melissa Parkin; Gordon Saksena; Douglas Voet; Alex H Ramos; Trevor J Pugh; Jane Wilkinson; Sheila Fisher; Wendy Winckler; Scott Mahan; Kristin Ardlie; Jennifer Baldwin; Jonathan W Simons; Naoki Kitabayashi; Theresa Y MacDonald; Philip W Kantoff; Lynda Chin; Stacey B Gabriel; Mark B Gerstein; Todd R Golub; Matthew Meyerson; Ashutosh Tewari; Eric S Lander; Gad Getz; Mark A Rubin; Levi A Garraway
Journal:  Nature       Date:  2011-02-10       Impact factor: 49.962

7.  GEMINI: integrative exploration of genetic variation and genome annotations.

Authors:  Umadevi Paila; Brad A Chapman; Rory Kirchner; Aaron R Quinlan
Journal:  PLoS Comput Biol       Date:  2013-07-18       Impact factor: 4.475

8.  HINT: High-quality protein interactomes and their applications in understanding human disease.

Authors:  Jishnu Das; Haiyuan Yu
Journal:  BMC Syst Biol       Date:  2012-07-30

9.  An integrated map of genetic variation from 1,092 human genomes.

Authors:  Goncalo R Abecasis; Adam Auton; Lisa D Brooks; Mark A DePristo; Richard M Durbin; Robert E Handsaker; Hyun Min Kang; Gabor T Marth; Gil A McVean
Journal:  Nature       Date:  2012-11-01       Impact factor: 49.962

10.  Systematic analysis of somatic mutations in phosphorylation signaling predicts novel cancer drivers.

Authors:  Jüri Reimand; Gary D Bader
Journal:  Mol Syst Biol       Date:  2013       Impact factor: 11.429

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  143 in total

1.  Running spell-check to identify regulatory variants.

Authors:  Martin Kircher; Jay Shendure
Journal:  Nat Genet       Date:  2015-08       Impact factor: 38.330

2.  A Deep Neural Network for Predicting and Engineering Alternative Polyadenylation.

Authors:  Nicholas Bogard; Johannes Linder; Alexander B Rosenberg; Georg Seelig
Journal:  Cell       Date:  2019-06-06       Impact factor: 41.582

3.  Differential Allele-Specific Expression Uncovers Breast Cancer Genes Dysregulated by Cis Noncoding Mutations.

Authors:  Pawel F Przytycki; Mona Singh
Journal:  Cell Syst       Date:  2020-02-19       Impact factor: 10.304

4.  AVIA v2.0: annotation, visualization and impact analysis of genomic variants and genes.

Authors:  Hue Vuong; Anney Che; Sarangan Ravichandran; Brian T Luke; Jack R Collins; Uma S Mudunuri
Journal:  Bioinformatics       Date:  2015-04-09       Impact factor: 6.937

5.  Candidate SNP markers of aggressiveness-related complications and comorbidities of genetic diseases are predicted by a significant change in the affinity of TATA-binding protein for human gene promoters.

Authors:  Irina V Chadaeva; Mikhail P Ponomarenko; Dmitry A Rasskazov; Ekaterina B Sharypova; Elena V Kashina; Marina Yu Matveeva; Tatjana V Arshinova; Petr M Ponomarenko; Olga V Arkova; Natalia P Bondar; Ludmila K Savinkova; Nikolay A Kolchanov
Journal:  BMC Genomics       Date:  2016-12-28       Impact factor: 3.969

6.  Evidence that RNA Viruses Drove Adaptive Introgression between Neanderthals and Modern Humans.

Authors:  David Enard; Dmitri A Petrov
Journal:  Cell       Date:  2018-10-04       Impact factor: 41.582

7.  RT States: systematic annotation of the human genome using cell type-specific replication timing programs.

Authors:  Axel Poulet; Ben Li; Tristan Dubos; Juan Carlos Rivera-Mulia; David M Gilbert; Zhaohui S Qin
Journal:  Bioinformatics       Date:  2019-07-01       Impact factor: 6.937

8.  Generation and characterization of a cell line from an intraductal tubulopapillary neoplasm of the pancreas.

Authors:  Matthäus Felsenstein; Maria A Trujillo; Bo Huang; Neha Nanda; Zhengdong Jiang; Yea Ji Jeong; Michael Pflüger; Michael G Goggins; Ralph H Hruban; Elizabeth D Thompson; Christopher M Heaphy; Nicholas J Roberts; Laura D Wood
Journal:  Lab Invest       Date:  2020-01-31       Impact factor: 5.662

Review 9.  Functional variomics and network perturbation: connecting genotype to phenotype in cancer.

Authors:  Song Yi; Shengda Lin; Yongsheng Li; Wei Zhao; Gordon B Mills; Nidhi Sahni
Journal:  Nat Rev Genet       Date:  2017-03-27       Impact factor: 53.242

10.  IW-Scoring: an Integrative Weighted Scoring framework for annotating and prioritizing genetic variations in the noncoding genome.

Authors:  Jun Wang; Abu Z Dayem Ullah; Claude Chelala
Journal:  Nucleic Acids Res       Date:  2018-05-04       Impact factor: 16.971

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