ResponseNet2.0: revealing signaling and regulatory pathways connecting your proteins and genes-now with human data

被引:20
作者
Basha, Omer [1 ]
Tirman, Shoval [1 ]
Eluk, Amir [1 ]
Yeger-Lotem, Esti [1 ,2 ]
机构
[1] Ben Gurion Univ Negev, Dept Clin Biochem & Pharmacol, IL-84105 Beer Sheva, Israel
[2] Ben Gurion Univ Negev, Natl Inst Biotechnol Negev, IL-84105 Beer Sheva, Israel
关键词
NETWORK; SUSCEPTIBILITY; INTERACTOME; GENOME; WEB;
D O I
10.1093/nar/gkt532
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Genome sequencing and transcriptomic profiling are two widely used approaches for the identification of human disease pathways. However, each approach typically provides a limited view of disease pathways: Genome sequencing can identify disease-related mutations but rarely reveals their mode-of-action, while transcriptomic assays do not reveal the series of events that lead to the transcriptomic change. ResponseNet is an integrative network-optimization approach that we developed to fill these gaps by highlighting major signaling and regulatory molecular interaction paths that connect disease-related mutations and genes. The ResponseNet web-server provides a user-friendly interface to ResponseNet. Specifically, users can upload weighted lists of proteins and genes and obtain a sparse, weighted, molecular interaction subnetwork connecting them, that is biased toward regulatory and signaling pathways. ResponseNet2.0 enhances the functionality of the ResponseNet web-server in two important ways. First, it supports analysis of human data by offering a human interactome composed of proteins, genes and micro-RNAs. Second, it offers a new informative view of the output, including a randomization analysis, to help users assess the biological relevance of the output subnetwork. ResponseNet2.0 is available at http://netbio.bgu.ac.il/respnet.
引用
收藏
页码:W198 / W203
页数:6
相关论文
共 37 条
[1]   A map of human genome variation from population-scale sequencing [J].
Altshuler, David ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Collins, Francis S. ;
De la Vega, Francisco M. ;
Donnelly, Peter ;
Egholm, Michael ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Knoppers, Bartha M. ;
Lander, Eric S. ;
Lehrach, Hans ;
Mardis, Elaine R. ;
McVean, Gil A. ;
Nickerson, DebbieA. ;
Peltonen, Leena ;
Schafer, Alan J. ;
Sherry, Stephen T. ;
Wang, Jun ;
Wilson, Richard K. ;
Gibbs, Richard A. ;
Deiros, David ;
Metzker, Mike ;
Muzny, Donna ;
Reid, Jeff ;
Wheeler, David ;
Wang, Jun ;
Li, Jingxiang ;
Jian, Min ;
Li, Guoqing ;
Li, Ruiqiang ;
Liang, Huiqing ;
Tian, Geng ;
Wang, Bo ;
Wang, Jian ;
Wang, Wei ;
Yang, Huanming ;
Zhang, Xiuqing ;
Zheng, Huisong ;
Lander, Eric S. ;
Altshuler, David L. ;
Ambrogio, Lauren ;
Bloom, Toby ;
Cibulskis, Kristian ;
Fennell, Tim J. ;
Gabriel, Stacey B. .
NATURE, 2010, 467 (7319) :1061-1073
[2]   The IntAct molecular interaction database in 2010 [J].
Aranda, B. ;
Achuthan, P. ;
Alam-Faruque, Y. ;
Armean, I. ;
Bridge, A. ;
Derow, C. ;
Feuermann, M. ;
Ghanbarian, A. T. ;
Kerrien, S. ;
Khadake, J. ;
Kerssemakers, J. ;
Leroy, C. ;
Menden, M. ;
Michaut, M. ;
Montecchi-Palazzi, L. ;
Neuhauser, S. N. ;
Orchard, S. ;
Perreau, V. ;
Roechert, B. ;
van Eijk, K. ;
Hermjakob, H. .
NUCLEIC ACIDS RESEARCH, 2010, 38 :D525-D531
[3]   PSICQUIC and PSISCORE: accessing and scoring molecular interactions [J].
Aranda, Bruno ;
Blankenburg, Hagen ;
Kerrien, Samuel ;
Brinkman, Fiona S. L. ;
Ceol, Arnaud ;
Chautard, Emilie ;
Dana, Jose M. ;
De Las Rivas, Javier ;
Dumousseau, Marine ;
Galeota, Eugenia ;
Gaulton, Anna ;
Goll, Johannes ;
Hancock, Robert E. W. ;
Isserlin, Ruth ;
Jimenez, Rafael C. ;
Kerssemakers, Jules ;
Khadake, Jyoti ;
Lynn, David J. ;
Michaut, Magali ;
O'Kelly, Gavin ;
Ono, Keiichiro ;
Orchard, Sandra ;
Prieto, Carlos ;
Razick, Sabry ;
Rigina, Olga ;
Salwinski, Lukasz ;
Simonovic, Milan ;
Velankar, Sameer ;
Winter, Andrew ;
Wu, Guanming ;
Bader, Gary D. ;
Cesareni, Gianni ;
Donaldson, Ian M. ;
Eisenberg, David ;
Kleywegt, Gerard J. ;
Overington, John ;
Ricard-Blum, Sylvie ;
Tyers, Mike ;
Albrecht, Mario ;
Hermjakob, Henning .
NATURE METHODS, 2011, 8 (07) :528-529
[4]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[5]   Network medicine: a network-based approach to human disease [J].
Barabasi, Albert-Laszlo ;
Gulbahce, Natali ;
Loscalzo, Joseph .
NATURE REVIEWS GENETICS, 2011, 12 (01) :56-68
[6]   MINT, the molecular interaction database: 2009 update [J].
Ceol, Arnaud ;
Aryamontri, Andrew Chatr ;
Licata, Luana ;
Peluso, Daniele ;
Briganti, Leonardo ;
Perfetto, Livia ;
Castagnoli, Luisa ;
Cesareni, Gianni .
NUCLEIC ACIDS RESEARCH, 2010, 38 :D532-D539
[7]   Haem oxygenase is synthetically lethal with the tumour suppressor fumarate hydratase [J].
Frezza, Christian ;
Zheng, Liang ;
Folger, Ori ;
Rajagopalan, Kartik N. ;
MacKenzie, Elaine D. ;
Jerby, Livnat ;
Micaroni, Massimo ;
Chaneton, Barbara ;
Adam, Julie ;
Hedley, Ann ;
Kalna, Gabriela ;
Tomlinson, Ian P. M. ;
Pollard, Patrick J. ;
Watson, Dave G. ;
Deberardinis, Ralph J. ;
Shlomi, Tomer ;
Ruppin, Eytan ;
Gottlieb, Eyal .
NATURE, 2011, 477 (7363) :225-U132
[8]   Swimming Upstream: Identifying Proteomic Signals that Drive Transcriptional Changes using the Interactome and Multiple "-Omics" Datasets [J].
Huang, Shao-shan Carol ;
Fraenkel, Ernest .
COMPUTATIONAL METHODS IN CELL BIOLOGY, 2012, 110 :57-80
[9]   International network of cancer genome projects [J].
Hudson, Thomas J. ;
Anderson, Warwick ;
Aretz, Axel ;
Barker, Anna D. ;
Bell, Cindy ;
Bernabe, Rosa R. ;
Bhan, M. K. ;
Calvo, Fabien ;
Eerola, Iiro ;
Gerhard, Daniela S. ;
Guttmacher, Alan ;
Guyer, Mark ;
Hemsley, Fiona M. ;
Jennings, Jennifer L. ;
Kerr, David ;
Klatt, Peter ;
Kolar, Patrik ;
Kusuda, Jun ;
Lane, David P. ;
Laplace, Frank ;
Lu, Youyong ;
Nettekoven, Gerd ;
Ozenberger, Brad ;
Peterson, Jane ;
Rao, T. S. ;
Remacle, Jacques ;
Schafer, Alan J. ;
Shibata, Tatsuhiro ;
Stratton, Michael R. ;
Vockley, Joseph G. ;
Watanabe, Koichi ;
Yang, Huanming ;
Yuen, Matthew M. F. ;
Knoppers, M. ;
Bobrow, Martin ;
Cambon-Thomsen, Anne ;
Dressler, Lynn G. ;
Dyke, Stephanie O. M. ;
Joly, Yann ;
Kato, Kazuto ;
Kennedy, Karen L. ;
Nicolas, Pilar ;
Parker, Michael J. ;
Rial-Sebbag, Emmanuelle ;
Romeo-Casabona, Carlos M. ;
Shaw, Kenna M. ;
Wallace, Susan ;
Wiesner, Georgia L. ;
Zeps, Nikolajs ;
Lichter, Peter .
NATURE, 2010, 464 (7291) :993-998
[10]   Exploring the human genome with functional maps [J].
Huttenhower, Curtis ;
Haley, Erin M. ;
Hibbs, Matthew A. ;
Dumeaux, Vanessa ;
Barrett, Daniel R. ;
Coller, Hilary A. ;
Troyanskaya, Olga G. .
GENOME RESEARCH, 2009, 19 (06) :1093-1106