Literature DB >> 26125594

Pathway and network analysis of cancer genomes.

Pau Creixell1, Jüri Reimand2, Syed Haider3, Guanming Wu3,4, Tatsuhiro Shibata5, Miguel Vazquez6, Ville Mustonen7, Abel Gonzalez-Perez8, John Pearson9, Chris Sander10, Benjamin J Raphael11, Debora S Marks12, B F Francis Ouellette3,13, Alfonso Valencia6, Gary D Bader2, Paul C Boutros3,14,15, Joshua M Stuart16,17, Rune Linding1,18, Nuria Lopez-Bigas8,19, Lincoln D Stein3,20.   

Abstract

Genomic information on tumors from 50 cancer types cataloged by the International Cancer Genome Consortium (ICGC) shows that only a few well-studied driver genes are frequently mutated, in contrast to many infrequently mutated genes that may also contribute to tumor biology. Hence there has been large interest in developing pathway and network analysis methods that group genes and illuminate the processes involved. We provide an overview of these analysis techniques and show where they guide mechanistic and translational investigations.

Entities:  

Mesh:

Year:  2015        PMID: 26125594      PMCID: PMC4717906          DOI: 10.1038/nmeth.3440

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   28.547


  74 in total

1.  Adaptive clinical trials: the promise and the caution.

Authors:  Donald A Berry
Journal:  J Clin Oncol       Date:  2010-12-20       Impact factor: 44.544

2.  Flexible informatics for linking experimental data to mathematical models via DataRail.

Authors:  Julio Saez-Rodriguez; Arthur Goldsipe; Jeremy Muhlich; Leonidas G Alexopoulos; Bjorn Millard; Douglas A Lauffenburger; Peter K Sorger
Journal:  Bioinformatics       Date:  2008-01-24       Impact factor: 6.937

3.  An integrated approach to uncover drivers of cancer.

Authors:  Uri David Akavia; Oren Litvin; Jessica Kim; Felix Sanchez-Garcia; Dylan Kotliar; Helen C Causton; Panisa Pochanard; Eyal Mozes; Levi A Garraway; Dana Pe'er
Journal:  Cell       Date:  2010-12-02       Impact factor: 41.582

4.  Pathway-based personalized analysis of cancer.

Authors:  Yotam Drier; Michal Sheffer; Eytan Domany
Journal:  Proc Natl Acad Sci U S A       Date:  2013-04-01       Impact factor: 11.205

5.  Mutual exclusivity analysis identifies oncogenic network modules.

Authors:  Giovanni Ciriello; Ethan Cerami; Chris Sander; Nikolaus Schultz
Journal:  Genome Res       Date:  2011-09-09       Impact factor: 9.043

6.  Bayesian inference of signaling network topology in a cancer cell line.

Authors:  Steven M Hill; Yiling Lu; Jennifer Molina; Laura M Heiser; Paul T Spellman; Terence P Speed; Joe W Gray; Gordon B Mills; Sach Mukherjee
Journal:  Bioinformatics       Date:  2012-08-24       Impact factor: 6.937

7.  Multiplatform analysis of 12 cancer types reveals molecular classification within and across tissues of origin.

Authors:  Katherine A Hoadley; Christina Yau; Denise M Wolf; Andrew D Cherniack; David Tamborero; Sam Ng; Max D M Leiserson; Beifang Niu; Michael D McLellan; Vladislav Uzunangelov; Jiashan Zhang; Cyriac Kandoth; Rehan Akbani; Hui Shen; Larsson Omberg; Andy Chu; Adam A Margolin; Laura J Van't Veer; Nuria Lopez-Bigas; Peter W Laird; Benjamin J Raphael; Li Ding; A Gordon Robertson; Lauren A Byers; Gordon B Mills; John N Weinstein; Carter Van Waes; Zhong Chen; Eric A Collisson; Christopher C Benz; Charles M Perou; Joshua M Stuart
Journal:  Cell       Date:  2014-08-07       Impact factor: 41.582

8.  Sample-level enrichment analysis unravels shared stress phenotypes among multiple cancer types.

Authors:  Gunes Gundem; Nuria Lopez-Bigas
Journal:  Genome Med       Date:  2012-03-29       Impact factor: 11.117

9.  Camera: a competitive gene set test accounting for inter-gene correlation.

Authors:  Di Wu; Gordon K Smyth
Journal:  Nucleic Acids Res       Date:  2012-05-25       Impact factor: 16.971

10.  Simultaneous identification of multiple driver pathways in cancer.

Authors:  Mark D M Leiserson; Dima Blokh; Roded Sharan; Benjamin J Raphael
Journal:  PLoS Comput Biol       Date:  2013-05-23       Impact factor: 4.475

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  128 in total

1.  Graphery: interactive tutorials for biological network algorithms.

Authors:  Heyuan Zeng; Jinbiao Zhang; Gabriel A Preising; Tobias Rubel; Pramesh Singh; Anna Ritz
Journal:  Nucleic Acids Res       Date:  2021-07-02       Impact factor: 16.971

Review 2.  Systems biology: perspectives on multiscale modeling in research on endocrine-related cancers.

Authors:  Robert Clarke; John J Tyson; Ming Tan; William T Baumann; Lu Jin; Jianhua Xuan; Yue Wang
Journal:  Endocr Relat Cancer       Date:  2019-06       Impact factor: 5.678

Review 3.  Pathway perturbations in signaling networks: Linking genotype to phenotype.

Authors:  Yongsheng Li; Daniel J McGrail; Natasha Latysheva; Song Yi; M Madan Babu; Nidhi Sahni
Journal:  Semin Cell Dev Biol       Date:  2018-05-10       Impact factor: 7.727

4.  DNA and RNA sequencing identified a novel oncogene VPS35 in liver hepatocellular carcinoma.

Authors:  Guiji Zhang; Xia Tang; Li Liang; Wanfeng Zhang; Dewei Li; Xiaoyuan Li; Dachun Zhao; Yaqiu Zheng; Yanhong Chen; Bingtao Hao; Kai Wang; Ni Tang; Keyue Ding
Journal:  Oncogene       Date:  2020-02-19       Impact factor: 9.867

5.  Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease.

Authors:  Jing Ma; Alla Karnovsky; Farsad Afshinnia; Janis Wigginton; Daniel J Rader; Loki Natarajan; Kumar Sharma; Anna C Porter; Mahboob Rahman; Jiang He; Lee Hamm; Tariq Shafi; Debbie Gipson; Crystal Gadegbeku; Harold Feldman; George Michailidis; Subramaniam Pennathur
Journal:  Bioinformatics       Date:  2019-09-15       Impact factor: 6.937

6.  Identification of cancer driver genes based on nucleotide context.

Authors:  Felix Dietlein; Donate Weghorn; Amaro Taylor-Weiner; André Richters; Brendan Reardon; David Liu; Eric S Lander; Eliezer M Van Allen; Shamil R Sunyaev
Journal:  Nat Genet       Date:  2020-02-03       Impact factor: 38.330

7.  Comprehensive Analyses of Tissue-Specific Networks with Implications to Psychiatric Diseases.

Authors:  Guan Ning Lin; Roser Corominas; Hyun-Jun Nam; Jorge Urresti; Lilia M Iakoucheva
Journal:  Methods Mol Biol       Date:  2017

8.  Efficient algorithms to discover alterations with complementary functional association in cancer.

Authors:  Rebecca Sarto Basso; Dorit S Hochbaum; Fabio Vandin
Journal:  PLoS Comput Biol       Date:  2019-05-23       Impact factor: 4.475

9.  Large-scale analysis of disease pathways in the human interactome.

Authors:  Monica Agrawal; Marinka Zitnik; Jure Leskovec
Journal:  Pac Symp Biocomput       Date:  2018

Review 10.  Clinical potential of mass spectrometry-based proteogenomics.

Authors:  Bing Zhang; Jeffrey R Whiteaker; Andrew N Hoofnagle; Geoffrey S Baird; Karin D Rodland; Amanda G Paulovich
Journal:  Nat Rev Clin Oncol       Date:  2019-04       Impact factor: 66.675

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