Literature DB >> 27606777

Analyzing and interpreting genome data at the network level with ConsensusPathDB.

Ralf Herwig1, Christopher Hardt1, Matthias Lienhard1, Atanas Kamburov2,3,4.   

Abstract

ConsensusPathDB consists of a comprehensive collection of human (as well as mouse and yeast) molecular interaction data integrated from 32 different public repositories and a web interface featuring a set of computational methods and visualization tools to explore these data. This protocol describes the use of ConsensusPathDB (http://consensuspathdb.org) with respect to the functional and network-based characterization of biomolecules (genes, proteins and metabolites) that are submitted to the system either as a priority list or together with associated experimental data such as RNA-seq. The tool reports interaction network modules, biochemical pathways and functional information that are significantly enriched by the user's input, applying computational methods for statistical over-representation, enrichment and graph analysis. The results of this protocol can be observed within a few minutes, even with genome-wide data. The resulting network associations can be used to interpret high-throughput data mechanistically, to characterize and prioritize biomarkers, to integrate different omics levels, to design follow-up functional assay experiments and to generate topology for kinetic models at different scales.

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Year:  2016        PMID: 27606777     DOI: 10.1038/nprot.2016.117

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   13.491


  51 in total

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Authors:  Raymond Vanholder; Rita De Smet; Griet Glorieux; Angel Argilés; Ulrich Baurmeister; Philippe Brunet; William Clark; Gerald Cohen; Peter Paul De Deyn; Reinhold Deppisch; Beatrice Descamps-Latscha; Thomas Henle; Achim Jörres; Horst Dieter Lemke; Ziad A Massy; Jutta Passlick-Deetjen; Mariano Rodriguez; Bernd Stegmayr; Peter Stenvinkel; Ciro Tetta; Christoph Wanner; Walter Zidek
Journal:  Kidney Int       Date:  2003-05       Impact factor: 10.612

2.  Integration of biological networks and gene expression data using Cytoscape.

Authors:  Melissa S Cline; Michael Smoot; Ethan Cerami; Allan Kuchinsky; Nerius Landys; Chris Workman; Rowan Christmas; Iliana Avila-Campilo; Michael Creech; Benjamin Gross; Kristina Hanspers; Ruth Isserlin; Ryan Kelley; Sarah Killcoyne; Samad Lotia; Steven Maere; John Morris; Keiichiro Ono; Vuk Pavlovic; Alexander R Pico; Aditya Vailaya; Peng-Liang Wang; Annette Adler; Bruce R Conklin; Leroy Hood; Martin Kuiper; Chris Sander; Ilya Schmulevich; Benno Schwikowski; Guy J Warner; Trey Ideker; Gary D Bader
Journal:  Nat Protoc       Date:  2007       Impact factor: 13.491

3.  Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.

Authors:  Aravind Subramanian; Pablo Tamayo; Vamsi K Mootha; Sayan Mukherjee; Benjamin L Ebert; Michael A Gillette; Amanda Paulovich; Scott L Pomeroy; Todd R Golub; Eric S Lander; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2005-09-30       Impact factor: 11.205

4.  A travel guide to Cytoscape plugins.

Authors:  Rintaro Saito; Michael E Smoot; Keiichiro Ono; Johannes Ruscheinski; Peng-Liang Wang; Samad Lotia; Alexander R Pico; Gary D Bader; Trey Ideker
Journal:  Nat Methods       Date:  2012-11-06       Impact factor: 28.547

Review 5.  Human pre-implantation embryo development.

Authors:  Kathy K Niakan; Jinnuo Han; Roger A Pedersen; Carlos Simon; Renee A Reijo Pera
Journal:  Development       Date:  2012-03       Impact factor: 6.868

6.  Cluster-based assessment of protein-protein interaction confidence.

Authors:  Atanas Kamburov; Arndt Grossmann; Ralf Herwig; Ulrich Stelzl
Journal:  BMC Bioinformatics       Date:  2012-10-10       Impact factor: 3.169

Review 7.  Ten years of pathway analysis: current approaches and outstanding challenges.

Authors:  Purvesh Khatri; Marina Sirota; Atul J Butte
Journal:  PLoS Comput Biol       Date:  2012-02-23       Impact factor: 4.475

8.  Phospho-tyrosine dependent protein-protein interaction network.

Authors:  Arndt Grossmann; Nouhad Benlasfer; Petra Birth; Anna Hegele; Franziska Wachsmuth; Luise Apelt; Ulrich Stelzl
Journal:  Mol Syst Biol       Date:  2015-03-26       Impact factor: 11.429

9.  High-density genotyping of immune-related loci identifies new SLE risk variants in individuals with Asian ancestry.

Authors:  Celi Sun; Julio E Molineros; Loren L Looger; Xu-Jie Zhou; Kwangwoo Kim; Yukinori Okada; Jianyang Ma; Yuan-Yuan Qi; Xana Kim-Howard; Prasenjeet Motghare; Krishna Bhattarai; Adam Adler; So-Young Bang; Hye-Soon Lee; Tae-Hwan Kim; Young Mo Kang; Chang-Hee Suh; Won Tae Chung; Yong-Beom Park; Jung-Yoon Choe; Seung Cheol Shim; Yuta Kochi; Akari Suzuki; Michiaki Kubo; Takayuki Sumida; Kazuhiko Yamamoto; Shin-Seok Lee; Young Jin Kim; Bok-Ghee Han; Mikhail Dozmorov; Kenneth M Kaufman; Jonathan D Wren; John B Harley; Nan Shen; Kek Heng Chua; Hong Zhang; Sang-Cheol Bae; Swapan K Nath
Journal:  Nat Genet       Date:  2016-01-25       Impact factor: 38.330

10.  The Reactome pathway Knowledgebase.

Authors:  Antonio Fabregat; Konstantinos Sidiropoulos; Phani Garapati; Marc Gillespie; Kerstin Hausmann; Robin Haw; Bijay Jassal; Steven Jupe; Florian Korninger; Sheldon McKay; Lisa Matthews; Bruce May; Marija Milacic; Karen Rothfels; Veronica Shamovsky; Marissa Webber; Joel Weiser; Mark Williams; Guanming Wu; Lincoln Stein; Henning Hermjakob; Peter D'Eustachio
Journal:  Nucleic Acids Res       Date:  2015-12-09       Impact factor: 16.971

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  148 in total

1.  Peripheral TREM1 responses to brain and intestinal immunogens amplify stroke severity.

Authors:  Qingkun Liu; Emily M Johnson; Rachel K Lam; Qian Wang; Hong Bo Ye; Edward N Wilson; Paras S Minhas; Ling Liu; Michelle S Swarovski; Stephanie Tran; Jing Wang; Swapnil S Mehta; Xi Yang; Joshua D Rabinowitz; Samuel S Yang; Mehrdad Shamloo; Christoph Mueller; Michelle L James; Katrin I Andreasson
Journal:  Nat Immunol       Date:  2019-07-01       Impact factor: 25.606

2.  Genomic and Genetic Approaches to Deciphering Acute Respiratory Distress Syndrome Risk and Mortality.

Authors:  Heather Lynn; Xiaoguang Sun; Nancy Casanova; Manuel Gonzales-Garay; Christian Bime; Joe G N Garcia
Journal:  Antioxid Redox Signal       Date:  2019-06-18       Impact factor: 8.401

3.  MendelVar: gene prioritisation at GWAS loci using phenotypic enrichment of mendelian disease genes.

Authors:  Sobczyk M K; Gaunt T R; Paternoster L
Journal:  Bioinformatics       Date:  2021-01-16       Impact factor: 6.937

4.  Significant abundance of cis configurations of coding variants in diploid human genomes.

Authors:  Margret R Hoehe; Ralf Herwig; Qing Mao; Brock A Peters; Radoje Drmanac; George M Church; Thomas Huebsch
Journal:  Nucleic Acids Res       Date:  2019-04-08       Impact factor: 16.971

5.  Bioinformatics Analysis of Key Differentially Expressed Genes in Nonalcoholic Fatty Liver Disease Mice Models.

Authors:  Chao Hou; Wenwen Feng; Shan Wei; Yulin Wang; Xiaoyi Xu; Jin Wei; Ziliang Ma; Yongsheng Du; Jialin Guo; Yu He; Fanyun Kong; Renxian Tang; Kuiyang Zheng
Journal:  Gene Expr       Date:  2018-08-22

6.  pathDIP: an annotated resource for known and predicted human gene-pathway associations and pathway enrichment analysis.

Authors:  Sara Rahmati; Mark Abovsky; Chiara Pastrello; Igor Jurisica
Journal:  Nucleic Acids Res       Date:  2016-11-28       Impact factor: 16.971

7.  NetCore: a network propagation approach using node coreness.

Authors:  Gal Barel; Ralf Herwig
Journal:  Nucleic Acids Res       Date:  2020-09-25       Impact factor: 16.971

8.  Comprehensive functional annotation of susceptibility variants associated with asthma.

Authors:  Yadu Gautam; Yashira Afanador; Sudhir Ghandikota; Tesfaye B Mersha
Journal:  Hum Genet       Date:  2020-04-02       Impact factor: 4.132

9.  In vivo analysis of γH2AX+ cells in skeletal muscle from aged and obese humans.

Authors:  Cory M Dungan; Bailey D Peck; R Grace Walton; Zhengyan Huang; Marcas M Bamman; Philip A Kern; Charlotte A Peterson
Journal:  FASEB J       Date:  2020-04-04       Impact factor: 5.191

10.  Intra-species differences in population size shape life history and genome evolution.

Authors:  David Willemsen; Rongfeng Cui; Martin Reichard; Dario Riccardo Valenzano
Journal:  Elife       Date:  2020-09-01       Impact factor: 8.140

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