Literature DB >> 29092953

TumorMap: Exploring the Molecular Similarities of Cancer Samples in an Interactive Portal.

Yulia Newton1, Adam M Novak1, Teresa Swatloski1, Duncan C McColl1, Sahil Chopra1,2, Kiley Graim1, Alana S Weinstein1, Robert Baertsch1, Sofie R Salama1, Kyle Ellrott1,3, Manu Chopra1,4, Theodore C Goldstein1,5, David Haussler1, Olena Morozova1, Joshua M Stuart6.   

Abstract

Vast amounts of molecular data are being collected on tumor samples, which provide unique opportunities for discovering trends within and between cancer subtypes. Such cross-cancer analyses require computational methods that enable intuitive and interactive browsing of thousands of samples based on their molecular similarity. We created a portal called TumorMap to assist in exploration and statistical interrogation of high-dimensional complex "omics" data in an interactive and easily interpretable way. In the TumorMap, samples are arranged on a hexagonal grid based on their similarity to one another in the original genomic space and are rendered with Google's Map technology. While the important feature of this public portal is the ability for the users to build maps from their own data, we pre-built genomic maps from several previously published projects. We demonstrate the utility of this portal by presenting results obtained from The Cancer Genome Atlas project data. Cancer Res; 77(21); e111-4. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 29092953      PMCID: PMC5751940          DOI: 10.1158/0008-5472.CAN-17-0580

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  12 in total

1.  A gene expression map for Caenorhabditis elegans.

Authors:  S K Kim; J Lund; M Kiraly; K Duke; M Jiang; J M Stuart; A Eizinger; B N Wylie; G S Davidson
Journal:  Science       Date:  2001-09-14       Impact factor: 47.728

2.  GATE: software for the analysis and visualization of high-dimensional time series expression data.

Authors:  Ben D MacArthur; Alexander Lachmann; Ihor R Lemischka; Avi Ma'ayan
Journal:  Bioinformatics       Date:  2009-11-05       Impact factor: 6.937

Review 3.  Visualizing genomes: techniques and challenges.

Authors:  Cydney B Nielsen; Michael Cantor; Inna Dubchak; David Gordon; Ting Wang
Journal:  Nat Methods       Date:  2010-02-25       Impact factor: 28.547

Review 4.  DNA copy number amplifications in human neoplasms: review of comparative genomic hybridization studies.

Authors:  S Knuutila; A M Björkqvist; K Autio; M Tarkkanen; M Wolf; O Monni; J Szymanska; M L Larramendy; J Tapper; H Pere; W El-Rifai; S Hemmer; V M Wasenius; V Vidgren; Y Zhu
Journal:  Am J Pathol       Date:  1998-05       Impact factor: 4.307

5.  Cross-species regulatory network analysis identifies a synergistic interaction between FOXM1 and CENPF that drives prostate cancer malignancy.

Authors:  Alvaro Aytes; Antonina Mitrofanova; Celine Lefebvre; Mariano J Alvarez; Mireia Castillo-Martin; Tian Zheng; James A Eastham; Anuradha Gopalan; Kenneth J Pienta; Michael M Shen; Andrea Califano; Cory Abate-Shen
Journal:  Cancer Cell       Date:  2014-05-12       Impact factor: 31.743

6.  An information theoretic method to identify combinations of genomic alterations that promote glioblastoma.

Authors:  Rachel D Melamed; Jiguang Wang; Antonio Iavarone; Raul Rabadan
Journal:  J Mol Cell Biol       Date:  2015-05-04       Impact factor: 6.216

7.  The Cancer Genome Atlas Pan-Cancer analysis project.

Authors:  John N Weinstein; Eric A Collisson; Gordon B Mills; Kenna R Mills Shaw; Brad A Ozenberger; Kyle Ellrott; Ilya Shmulevich; Chris Sander; Joshua M Stuart
Journal:  Nat Genet       Date:  2013-10       Impact factor: 38.330

8.  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

9.  Inferring tumour purity and stromal and immune cell admixture from expression data.

Authors:  Kosuke Yoshihara; Maria Shahmoradgoli; Emmanuel Martínez; Rahulsimham Vegesna; Hoon Kim; Wandaliz Torres-Garcia; Victor Treviño; Hui Shen; Peter W Laird; Douglas A Levine; Scott L Carter; Gad Getz; Katherine Stemke-Hale; Gordon B Mills; Roel G W Verhaak
Journal:  Nat Commun       Date:  2013       Impact factor: 14.919

10.  Genomic analyses across six cancer types identify basal-like breast cancer as a unique molecular entity.

Authors:  Aleix Prat; Barbara Adamo; Cheng Fan; Vicente Peg; Maria Vidal; Patricia Galván; Ana Vivancos; Paolo Nuciforo; Héctor G Palmer; Shaheenah Dawood; Jordi Rodón; Santiago Ramon y Cajal; Santiago Ramony Cajal; Josep Maria Del Campo; Enriqueta Felip; Josep Tabernero; Javier Cortés
Journal:  Sci Rep       Date:  2013-12-18       Impact factor: 4.379

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  32 in total

1.  OCTAD: an open workspace for virtually screening therapeutics targeting precise cancer patient groups using gene expression features.

Authors:  Billy Zeng; Benjamin S Glicksberg; Patrick Newbury; Evgeny Chekalin; Jing Xing; Ke Liu; Anita Wen; Caven Chow; Bin Chen
Journal:  Nat Protoc       Date:  2020-12-23       Impact factor: 13.491

Review 2.  Single-Cell Techniques and Deep Learning in Predicting Drug Response.

Authors:  Zhenyu Wu; Patrick J Lawrence; Anjun Ma; Jian Zhu; Dong Xu; Qin Ma
Journal:  Trends Pharmacol Sci       Date:  2020-11-02       Impact factor: 14.819

3.  Molecular studies of lung neuroendocrine neoplasms uncover new concepts and entities.

Authors:  Lynnette Fernandez-Cuesta; Matthieu Foll
Journal:  Transl Lung Cancer Res       Date:  2019-12

4.  Clinical and Genomic Characterization of Treatment-Emergent Small-Cell Neuroendocrine Prostate Cancer: A Multi-institutional Prospective Study.

Authors:  Rahul Aggarwal; Jiaoti Huang; Joshi J Alumkal; Li Zhang; Felix Y Feng; George V Thomas; Alana S Weinstein; Verena Friedl; Can Zhang; Owen N Witte; Paul Lloyd; Martin Gleave; Christopher P Evans; Jack Youngren; Tomasz M Beer; Matthew Rettig; Christopher K Wong; Lawrence True; Adam Foye; Denise Playdle; Charles J Ryan; Primo Lara; Kim N Chi; Vlado Uzunangelov; Artem Sokolov; Yulia Newton; Himisha Beltran; Francesca Demichelis; Mark A Rubin; Joshua M Stuart; Eric J Small
Journal:  J Clin Oncol       Date:  2018-07-09       Impact factor: 44.544

5.  A molecular map of lung neuroendocrine neoplasms.

Authors:  Aurélie A G Gabriel; Emilie Mathian; Lise Mangiante; Catherine Voegele; Vincent Cahais; Akram Ghantous; James D McKay; Nicolas Alcala; Lynnette Fernandez-Cuesta; Matthieu Foll
Journal:  Gigascience       Date:  2020-10-30       Impact factor: 6.524

6.  Deep learning of pharmacogenomics resources: moving towards precision oncology.

Authors:  Yu-Chiao Chiu; Hung-I Harry Chen; Aparna Gorthi; Milad Mostavi; Siyuan Zheng; Yufei Huang; Yidong Chen
Journal:  Brief Bioinform       Date:  2020-12-01       Impact factor: 11.622

7.  Integrated genomic profiling expands clinical options for patients with cancer.

Authors:  Nike Beaubier; Martin Bontrager; Robert Huether; Catherine Igartua; Denise Lau; Robert Tell; Alexandria M Bobe; Stephen Bush; Alan L Chang; Derick C Hoskinson; Aly A Khan; Emily Kudalkar; Benjamin D Leibowitz; Ariane Lozachmeur; Jackson Michuda; Jerod Parsons; Jason F Perera; Ameen Salahudeen; Kaanan P Shah; Timothy Taxter; Wei Zhu; Kevin P White
Journal:  Nat Biotechnol       Date:  2019-09-30       Impact factor: 68.164

8.  The chromatin accessibility landscape of primary human cancers.

Authors:  M Ryan Corces; Jeffrey M Granja; Shadi Shams; Bryan H Louie; Jose A Seoane; Wanding Zhou; Tiago C Silva; Clarice Groeneveld; Christopher K Wong; Seung Woo Cho; Ansuman T Satpathy; Maxwell R Mumbach; Katherine A Hoadley; A Gordon Robertson; Nathan C Sheffield; Ina Felau; Mauro A A Castro; Benjamin P Berman; Louis M Staudt; Jean C Zenklusen; Peter W Laird; Christina Curtis; William J Greenleaf; Howard Y Chang
Journal:  Science       Date:  2018-10-26       Impact factor: 63.714

9.  Genomic, Pathway Network, and Immunologic Features Distinguishing Squamous Carcinomas.

Authors:  Joshua D Campbell; Christina Yau; Reanne Bowlby; Yuexin Liu; Kevin Brennan; Huihui Fan; Alison M Taylor; Chen Wang; Vonn Walter; Rehan Akbani; Lauren Averett Byers; Chad J Creighton; Cristian Coarfa; Juliann Shih; Andrew D Cherniack; Olivier Gevaert; Marcos Prunello; Hui Shen; Pavana Anur; Jianhong Chen; Hui Cheng; D Neil Hayes; Susan Bullman; Chandra Sekhar Pedamallu; Akinyemi I Ojesina; Sara Sadeghi; Karen L Mungall; A Gordon Robertson; Christopher Benz; Andre Schultz; Rupa S Kanchi; Carl M Gay; Apurva Hegde; Lixia Diao; Jing Wang; Wencai Ma; Pavel Sumazin; Hua-Sheng Chiu; Ting-Wen Chen; Preethi Gunaratne; Larry Donehower; Janet S Rader; Rosemary Zuna; Hikmat Al-Ahmadie; Alexander J Lazar; Elsa R Flores; Kenneth Y Tsai; Jane H Zhou; Anil K Rustgi; Esther Drill; Ronglei Shen; Christopher K Wong; Joshua M Stuart; Peter W Laird; Katherine A Hoadley; John N Weinstein; Myron Peto; Curtis R Pickering; Zhong Chen; Carter Van Waes
Journal:  Cell Rep       Date:  2018-04-03       Impact factor: 9.423

Review 10.  Linking Extracellular Matrix Agrin to the Hippo Pathway in Liver Cancer and Beyond.

Authors:  Sayan Chakraborty; Wanjin Hong
Journal:  Cancers (Basel)       Date:  2018-02-06       Impact factor: 6.639

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