The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements - Nature Biotechnology
- ️Fri Sep 08 2006
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Acknowledgements
All MAQC participants freely donated their time and reagents for the completion and analysis of the MAQC project. Participants from the National Institutes of Health (NIH) were supported by the Intramural Research Program of NIH, Bethesda, Maryland. D.H. thanks Ian Korf for BLAST discussions. This study utilized a number of computing resources, including the high-performance computational capabilities of the Biowulf PC/Linux cluster at the NIH (http://biowulf.nih.gov/) as well as resources at the analysis sites.
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Authors and Affiliations
National Center for Toxicological Research, US Food and Drug Administration, 3900 NCTR Road, Jefferson, 72079, Arkansas, USA
Leming Shi, Leming Shi, Weida Tong, Yvonne P Dragan, James J Chen, Xiao-hui Fan, James C Fuscoe, Weigong Ge, Lei Guo, Tao Han, Stephen C Harris, Nan Mei, Baitang Ning, Tucker A Patterson, Zhenqiang Su & William Slikker Jr
Expression Analysis, Inc., 2605 Meridian Parkway, Durham, 27713, North Carolina, USA
Laura H Reid & Wendell D Jones
GE Healthcare, 7700 S. River Parkway, Suite 2603, Tempe, 85284, AZ, USA
Richard Shippy & Alan Brunner
Affymetrix, Inc., 3420 Central Expressway, Santa Clara, 95051, California, USA
Janet A Warrington, Christopher Davies, Xu Guo, Chunmei Liu, Tim McDaniel & Yaron Turpaz
Illumina,Inc. 9885 Towne Centre Drive, San Diego, 92121, California, USA
Shawn C Baker & Eugene Chudin
Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, 95051, California, USA
Patrick J Collins, Paul K Wolber, Anne Bergstrom Lucas, John Corson, Glenda Delenstarr, Stephanie Fulmer-Smentek, Svetlana Shchegrova & Alex Wong
Eppendorf Array Technologies, rue du Séminaire 20a, Namur, 5000, Belgium
Francoise de Longueville, Vincent Bertholet & Christophe Van
NCI Advanced Technology Center, 8717 Grovemont Circle, Bethesda, 20892, Maryland, USA
Ernest S Kawasaki & Yonghong Wang
Applied Biosystems, 850 Lincoln Centre Drive, Foster City, 94404, California, USA
Kathleen Y Lee, Yongming Andrew Sun, Lu Zhang, Catalin C Barbacioru, Roger Canales, Raymond R Samaha & Chunlin Xiao
Panomics, Inc., 6519 Dumbarton Circle, Fremont, 94555, California, USA
Yuling Luo, Yunqing Ma, Botoul Maqsodi & Wen Yang
Medical University of Ohio, 3000 Arlington Avenue, Toledo, 43614, Ohio, USA
James C Willey
Ambion, An Applied Biosystems Business, 2130 Woodward Street, Austin, 78744, Texas, USA
Robert A Setterquist, Mike Wilson & David Dorris
Stratagene Corp., 11011 North Torrey Pines Road, La Jolla, 92130, California, USA
Gavin M Fischer & Natalia Novoradovskaya
Office of Research and Development, US Environmental Protection Agency, 109 TW Alexander Drive, Research Triangle Park, 27711, North Carolina, USA
David J Dix, J Christopher Corton, Susan Hester, Hongzu Ren, Mitch Rosen & Beena Vallanat
Center for Drug Evaluation and Research, US Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, 20993, Maryland, USA
Felix W Frueh, Federico M Goodsaid, Shashi Amur, Michael S Orr, P Scott Pine, Barry A Rosenzweig, Karol L Thompson & Sue Jane Wang
National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, 20894, Maryland, USA
Damir Herman, Jean Thierry-Mieg & Danielle Thierry-Mieg
University of Massachusetts-Boston, 100 Morrissey Boulevard, Boston, 02125, Massachusetts, USA
Roderick V Jensen, Aron C Eklund, Michael J Lombardi & Adam Papallo
Asuragen, Inc., 2150 Woodward, Austin, 78744, Texas, USA
Charles D Johnson, Mike Wilson & Timothy S Davison
A Division of Clinical Data, Cogenics™, Inc., 100 Perimeter Park Drive, Suite C, Morrisville, 27560, North Carolina, USA
Edward K Lobenhofer, Patrick Hurban & Kenneth L Philips
Center for Biologics Evaluation and Research, US Food and Drug Administration, 29 Lincoln Drive, Bethesda, 20892, Maryland, USA
Raj K Puri & Jing Han
Center for Devices and Radiological Health, US Food and Drug Administration, 2098 Gaither Road, Rockville, 20850, Maryland, USA
Uwe Scherf & Zivana Tezak
UCLA David Geffen School of Medicine, Transcriptional Genomics Core, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, 90048, California, USA
Charles Wang, Xutao Deng & Jun Xu
Solexa, Inc., 25861 Industrial Boulevard, Hayward, 94545, California, USA
Lu Zhang & Gary P Schroth
SAS Institute, Inc., 100 SAS Campus Drive, Cary, 27513, North Carolina, USA
Wenjun Bao, Tzu-Ming Chu & Russ Wolfinger
Vialogy Corp., 2400 Lincoln Avenue, Altadena, 91001, California, USA
Cecilie Boysen & Bud Bromley
Operon Biotechnologies, 2211 Seminole Drive, Huntsville, 35805, Alabama, USA
Donna Brown
Z-Tech Corp., 3900 NCTR Road, Jefferson, 72079, Arkansas, USA
Xiaoxi Megan Cao, Hong Fang, Huixiao Hong, Roger G Perkins, Feng Qian, Hongmei Sun, Jie Wu & Qian Xie
Center for Food Safety and Applied Nutrition, US Food and Drug Administration, 8401 Muirkirk Road, Laurel, 20708, Maryland, USA
Thomas A Cebula, Scott A Jackson & J Eugene LeClerc
CapitalBio Corp., 18 Life Science Parkway, Changping District, Beijing, 102206, China
Jing Cheng & Liang Zhang
Biogen Idec, 5200 Research Place, San Diego, 92122, California, USA
Lisa J Croner
US Environmental Protection Agency, Office of the Science Advisor, 1200 Pennsylvania Avenue, NW, DC 20460, Washington, USA
Kathryn Gallagher
Yale University, W.M. Keck Biotechnology Resource Laboratory, Microarray Resource, 300 George Street, New Haven, 06511, Connecticut, USA
Janet Hager & Irina Tikhonova
TeleChem ArrayIt, 524 E. Weddell Drive, Sunnyvale, 94089, California, USA
Paul K Haje & Mark Schena
Center for Veterinary Medicine, US Food and Drug Administration, 8401 Muirkirk Road, Laurel, 20708, Maryland, USA
Heather C Harbottle
Cold Spring Harbor Laboratory, 500 Sunnyside Boulevard, Woodbury, 11797, New York, USA
Eli Hatchwell
Burnham Institute, 10901 North Torrey Pines Road, La Jolla, 92037, California, USA
Craig A Hauser
Stanford University School of Medicine, 318 Campus Drive, Stanford, 94305, California, USA
Hanlee Ji
Gene Express, Inc., 975 Research Drive, Toledo, 43614, Ohio, USA
Charles R Knight, Terry W Osborn & Elizabeth H Peters
Department of Developmental Biology, Harvard School of Dental Medicine, 188 Longwood Avenue, Boston, 02115, Massachusetts, USA
Winston P Kuo
Vanderbilt University, 465 21st Avenue South, Nashville, 37232, Tennessee, USA
Shawn Levy
University Texas Southwestern Medical Center, 6000 Harry Hines Boulevard/ND6.504, Dallas, 75390, Texas, USA
Quan-Zhen Li
Department of Computer Science, University of Texas at Dallas, MS EC31 Richardson, 75083, Texas, USA
Ying Liu
GenUs BioSystems, Inc., 1808 Janke Drive Unit M, Northbrook, 60062, Illinois, USA
Scott R Magnuson
Norwegian Microarray Consortium, Rikshospitalet - Radiumhospitalet Health Centre, Montebello, Oslo, N0310, Norway
Ola Myklebost
Novartis, 250 Massachusetts Avenue, Cambridge, 02139, Massachusetts, USA
Ron Peterson & Frank Staedtler
Breast Medical Oncology Department-Unit 1354, MD Anderson Cancer Center, 1155 Pressler Street, Houston, 77230, Texas, USA
Lajos Pusztai
Luminex Corp., 12212 Technology Boulevard, 78727, Austin, Texas, USA
Dave D Smith
Children's Hospital Informatics Program at the Harvard-MIT Division of Health Sciences and Technology (CHIP@HST), Harvard Medical School, Boston, 02115, Massachusetts, USA
Zoltan Szallasi
Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, 27157, North Carolina, USA
Stephen J Walker
Department of Bioengineering, University of Illinois at Urbana-Champaign, 1304 W. Springfield Avenue, Urbana, 61801, Illinois, USA
Sheng Zhong
Full Moon Biosystems, Inc., 754 N. Pastoria Avenue, Sunnyvale, 94085, California, USA
Yaping Zong
Consortia
MAQC Consortium
- Leming Shi
- , Leming Shi
- , Laura H Reid
- , Wendell D Jones
- , Richard Shippy
- , Janet A Warrington
- , Shawn C Baker
- , Patrick J Collins
- , Francoise de Longueville
- , Ernest S Kawasaki
- , Kathleen Y Lee
- , Yuling Luo
- , Yongming Andrew Sun
- , James C Willey
- , Robert A Setterquist
- , Gavin M Fischer
- , Weida Tong
- , Yvonne P Dragan
- , David J Dix
- , Felix W Frueh
- , Federico M Goodsaid
- , Damir Herman
- , Roderick V Jensen
- , Charles D Johnson
- , Edward K Lobenhofer
- , Raj K Puri
- , Uwe Scherf
- , Jean Thierry-Mieg
- , Charles Wang
- , Mike Wilson
- , Paul K Wolber
- , Lu Zhang
- , Shashi Amur
- , Wenjun Bao
- , Catalin C Barbacioru
- , Anne Bergstrom Lucas
- , Vincent Bertholet
- , Cecilie Boysen
- , Bud Bromley
- , Donna Brown
- , Alan Brunner
- , Roger Canales
- , Xiaoxi Megan Cao
- , Thomas A Cebula
- , James J Chen
- , Jing Cheng
- , Tzu-Ming Chu
- , Eugene Chudin
- , John Corson
- , J Christopher Corton
- , Lisa J Croner
- , Christopher Davies
- , Timothy S Davison
- , Glenda Delenstarr
- , Xutao Deng
- , David Dorris
- , Aron C Eklund
- , Xiao-hui Fan
- , Hong Fang
- , Stephanie Fulmer-Smentek
- , James C Fuscoe
- , Kathryn Gallagher
- , Weigong Ge
- , Lei Guo
- , Xu Guo
- , Janet Hager
- , Paul K Haje
- , Jing Han
- , Tao Han
- , Heather C Harbottle
- , Stephen C Harris
- , Eli Hatchwell
- , Craig A Hauser
- , Susan Hester
- , Huixiao Hong
- , Patrick Hurban
- , Scott A Jackson
- , Hanlee Ji
- , Charles R Knight
- , Winston P Kuo
- , J Eugene LeClerc
- , Shawn Levy
- , Quan-Zhen Li
- , Chunmei Liu
- , Ying Liu
- , Michael J Lombardi
- , Yunqing Ma
- , Scott R Magnuson
- , Botoul Maqsodi
- , Tim McDaniel
- , Nan Mei
- , Ola Myklebost
- , Baitang Ning
- , Natalia Novoradovskaya
- , Michael S Orr
- , Terry W Osborn
- , Adam Papallo
- , Tucker A Patterson
- , Roger G Perkins
- , Elizabeth H Peters
- , Ron Peterson
- , Kenneth L Philips
- , P Scott Pine
- , Lajos Pusztai
- , Feng Qian
- , Hongzu Ren
- , Mitch Rosen
- , Barry A Rosenzweig
- , Raymond R Samaha
- , Mark Schena
- , Gary P Schroth
- , Svetlana Shchegrova
- , Dave D Smith
- , Frank Staedtler
- , Zhenqiang Su
- , Hongmei Sun
- , Zoltan Szallasi
- , Zivana Tezak
- , Danielle Thierry-Mieg
- , Karol L Thompson
- , Irina Tikhonova
- , Yaron Turpaz
- , Beena Vallanat
- , Christophe Van
- , Stephen J Walker
- , Sue Jane Wang
- , Yonghong Wang
- , Russ Wolfinger
- , Alex Wong
- , Jie Wu
- , Chunlin Xiao
- , Qian Xie
- , Jun Xu
- , Wen Yang
- , Liang Zhang
- , Sheng Zhong
- , Yaping Zong
- & William Slikker Jr
Corresponding author
Correspondence to Leming Shi.
Ethics declarations
Competing interests
Many of the MAQC participants are employed by companies that manufacture gene expression products and/or perform testing services. J.C.W. is a consultant for and has significant financial interest in Gene Express, Inc.
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MAQC Consortium. The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements. Nat Biotechnol 24, 1151–1161 (2006). https://doi.org/10.1038/nbt1239
Received: 06 June 2006
Accepted: 31 July 2006
Published: 08 September 2006
Issue Date: 01 September 2006
DOI: https://doi.org/10.1038/nbt1239