T
Todd R. Golub
Researcher at Harvard University
Publications - 454
Citations - 234100
Todd R. Golub is an academic researcher from Harvard University. The author has contributed to research in topics: Cancer & Gene expression profiling. The author has an hindex of 164, co-authored 422 publications receiving 201457 citations. Previous affiliations of Todd R. Golub include Rush University Medical Center & Boston Children's Hospital.
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Journal ArticleDOI
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
Aravind Subramanian,Pablo Tamayo,Vamsi K. Mootha,Sayan Mukherjee,Benjamin L. Ebert,Michael A. Gillette,Amanda G. Paulovich,Scott L. Pomeroy,Todd R. Golub,Eric S. Lander,Jill P. Mesirov +10 more
TL;DR: The Gene Set Enrichment Analysis (GSEA) method as discussed by the authors focuses on gene sets, that is, groups of genes that share common biological function, chromosomal location, or regulation.
Journal ArticleDOI
Molecular classification of cancer: class discovery and class prediction by gene expression monitoring.
Todd R. Golub,Todd R. Golub,Donna K. Slonim,Pablo Tamayo,Christine Huard,Michelle Gaasenbeek,Jill P. Mesirov,Hilary A. Coller,Mignon L. Loh,James R. Downing,Michael A. Caligiuri,Clara D. Bloomfield,Eric S. Lander +12 more
TL;DR: A generic approach to cancer classification based on gene expression monitoring by DNA microarrays is described and applied to human acute leukemias as a test case and suggests a general strategy for discovering and predicting cancer classes for other types of cancer, independent of previous biological knowledge.
Journal ArticleDOI
MicroRNA expression profiles classify human cancers
Jun Lu,Gad Getz,Eric A. Miska,Eric A. Miska,Ezequiel Alvarez-Saavedra,Justin Lamb,David Peck,Alejandro Sweet-Cordero,Alejandro Sweet-Cordero,Benjamin L. Ebert,Benjamin L. Ebert,Raymond H. Mak,Raymond H. Mak,Adolfo A. Ferrando,James R. Downing,Tyler Jacks,H. Robert Horvitz,H. Robert Horvitz,Todd R. Golub,Todd R. Golub,Todd R. Golub +20 more
TL;DR: A new, bead-based flow cytometric miRNA expression profiling method is used to present a systematic expression analysis of 217 mammalian miRNAs from 334 samples, including multiple human cancers, and finds the miRNA profiles are surprisingly informative, reflecting the developmental lineage and differentiation state of the tumours.
Journal ArticleDOI
PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes
Vamsi K. Mootha,Cecilia M. Lindgren,Cecilia M. Lindgren,Karl-Fredrik Eriksson,Aravind Subramanian,Smita Sihag,J. Lehar,Pere Puigserver,Emma Carlsson,Martin Ridderstråle,Esa Laurila,Nicholas E. Houstis,Mark J. Daly,Nick Patterson,Jill P. Mesirov,Todd R. Golub,Todd R. Golub,Pablo Tamayo,Bruce M. Spiegelman,Eric S. Lander,Joel N. Hirschhorn,Joel N. Hirschhorn,Joel N. Hirschhorn,David Altshuler,Leif Groop +24 more
TL;DR: An analytical strategy is introduced, Gene Set Enrichment Analysis, designed to detect modest but coordinate changes in the expression of groups of functionally related genes, which identifies a set of genes involved in oxidative phosphorylation whose expression is coordinately decreased in human diabetic muscle.
Journal ArticleDOI
Comprehensive genomic characterization defines human glioblastoma genes and core pathways
Roger E. McLendon,Allan H. Friedman,Darrell D. Bigner,Erwin G. Van Meir,Daniel J. Brat,Gena M. Mastrogianakis,Jeffrey J. Olson,Tom Mikkelsen,Norman L. Lehman,Kenneth Aldape,W. K. Alfred Yung,Oliver Bogler,John N. Weinstein,Scott R. VandenBerg,Mitchel S. Berger,Michael D. Prados,Donna M. Muzny,Margaret Morgan,Steve Scherer,Aniko Sabo,Lynn Nazareth,Lora Lewis,Otis Hall,Yiming Zhu,Yanru Ren,Omar Alvi,Jiqiang Yao,Alicia Hawes,Shalini N. Jhangiani,Gerald R. Fowler,Anthony San Lucas,Christie Kovar,Andrew Cree,Huyen Dinh,Jireh Santibanez,Vandita Joshi,Manuel L. Gonzalez-Garay,Christopher A. Miller,Aleksandar Milosavljevic,Lawrence A. Donehower,David A. Wheeler,Richard A. Gibbs,Kristian Cibulskis,Carrie Sougnez,Timothy Fennell,Scott Mahan,Jane Wilkinson,Liuda Ziaugra,Robert C. Onofrio,Toby Bloom,Rob Nicol,Kristin G. Ardlie,Jennifer Baldwin,Stacey Gabriel,Eric S. Lander,Eric S. Lander,Li Ding,Robert S. Fulton,Michael D. McLellan,John W. Wallis,David E. Larson,Xiaoqi Shi,Rachel Abbott,Lucinda Fulton,Ken Chen,Daniel C. Koboldt,Michael C. Wendl,Rick Meyer,Yuzhu Tang,Ling Lin,John R. Osborne,Brian H. Dunford-Shore,Tracie L. Miner,Kim D. Delehaunty,Chris Markovic,Gary W. Swift,William Courtney,Craig Pohl,Scott Abbott,Amy Hawkins,Shin Leong,Carrie A. Haipek,Heather Schmidt,Maddy Wiechert,Tammi L. Vickery,Sacha Scott,David J. Dooling,Asif T. Chinwalla,George M. Weinstock,Elaine R. Mardis,Richard K. Wilson,Gad Getz,Wendy Winckler,Roel G.W. Verhaak,Michael S. Lawrence,Michael J. T. O’Kelly,James A. Robinson,Gabriele Alexe,Rameen Beroukhim,Scott L. Carter,Derek Y. Chiang,Josh Gould,Supriya Gupta,Josh Korn,Craig H. Mermel,Jill P. Mesirov,Stefano Monti,Huy V. Nguyen,Melissa Parkin,Michael R. Reich,Nicolas Stransky,Barbara A. Weir,Levi A. Garraway,Todd R. Golub,Matthew Meyerson,Lynda Chin,Alexei Protopopov,Jianhua Zhang,Ilana Perna,Sandy Aronson,Narayanan Sathiamoorthy,Georgia Ren,Jun Yao,W. Ruprecht Wiedemeyer,Hyun Soo Kim,Won Kong Sek,Yonghong Xiao,Isaac S. Kohane,Jon G. Seidman,Peter J. Park,Raju Kucherlapati,Peter W. Laird,Leslie Cope,James G. Herman,Daniel J. Weisenberger,Fei Pan,David Van Den Berg,Leander Van Neste,Mi Yi Joo,Kornel E. Schuebel,Stephen B. Baylin,Devin Absher,Jun Li,Audrey Southwick,Shannon T. Brady,Amita Aggarwal,Tisha Chung,Gavin Sherlock,James D. Brooks,Richard M. Myers,Paul T. Spellman,Elizabeth Purdom,Lakshmi Jakkula,Anna Lapuk,Henry Marr,Shannon Dorton,Gi Choi Yoon,Ju Han,Amrita Ray,Victoria Wang,Steffen Durinck,Mark D. Robinson,Nicholas J. Wang,Karen Vranizan,Vivian Peng,Eric Van Name,Gerald V. Fontenay,John Ngai,John G. Conboy,Bahram Parvin,Heidi S. Feiler,Terence P. Speed,Terence P. Speed,Joe W. Gray,Cameron Brennan,Nicholas D. Socci,Adam B. Olshen,Barry S. Taylor,Barry S. Taylor,Alex E. Lash,Nikolaus Schultz,Boris Reva,Yevgeniy Antipin,Alexey Stukalov,Benjamin Gross,Ethan Cerami,Qing Wang Wei,Li-Xuan Qin,Venkatraman E. Seshan,Liliana Villafania,Magali Cavatore,Laetitia Borsu,Agnes Viale,William L. Gerald,Chris Sander,Marc Ladanyi,Charles M. Perou,D. Neil Hayes,Michael D. Topal,Katherine A. Hoadley,Yuan Qi,Sai Balu,Yan Shi,Junyuan Wu,Robert Penny,Michael L. Bittner,Troy Shelton,Elizabeth Lenkiewicz,Scott Morris,Debbie Beasley,Sheri Sanders,Ari B. Kahn,Robert Sfeir,Jessica Chen,David Nassau,Larry Feng,Erin Hickey,Anna D. Barker,Daniela S. Gerhard,Joseph G. Vockley,Carolyn C. Compton,Jim Vaught,Peter Fielding,Martin L. Ferguson,Carl F. Schaefer,Jinghui Zhang,Subhashree Madhavan,Kenneth H. Buetow,Francis S. Collins,Peter J. Good,Mark S. Guyer,Brad Ozenberger,Jane Peterson,Elizabeth J. Thomson +233 more
TL;DR: The interim integrative analysis of DNA copy number, gene expression and DNA methylation aberrations in 206 glioblastomas reveals a link between MGMT promoter methylation and a hypermutator phenotype consequent to mismatch repair deficiency in treated gliobeasts, demonstrating that it can rapidly expand knowledge of the molecular basis of cancer.