ArrayPipe: a flexible processing pipeline for microarray data

被引:66
作者
Hokamp, K
Roche, FM
Acab, M
Rousseau, ME
Kuo, B
Goode, D
Aeschliman, D
Bryan, J
Babiuk, LA
Hancock, REW
Brinkman, FSL [1 ]
机构
[1] Simon Fraser Univ, Dept Mol Biol & Biochem, Burnaby, BC V5A 1S6, Canada
[2] Inimex Pharmaceut Inc, Vancouver, BC, Canada
[3] Univ British Columbia, Dept Stat, Vancouver, BC V6T 1W5, Canada
[4] Univ British Columbia, Dept Microbiol & Immunol, Vancouver, BC V6T 1W5, Canada
[5] VIDO, Saskatoon, SK, Canada
关键词
D O I
10.1093/nar/gkh446
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
A number of microarray analysis software packages exist already; however, none combines the user-friendly features of a web-based interface with potential ability to analyse multiple arrays at once using flexible analysis steps. The ArrayPipe web server (freely available at www.pathogenomics.ca/arraypipe) allows the automated application of complex analyses to microarray data which can range from single slides to large data sets including replicates and dye-swaps. It handles output from most commonly used quantification software packages for dual-labelled arrays. Application features range from quality assessment of slides through various data visualizations to multi-step analyses including normalization, detection of differentially expressed genes, andcomparison and highlighting of gene lists. A highly customizable action set-up facilitates unrestricted arrangement of functions, which can be stored as action profiles. A unique combination of web-based and command-line functionality enables comfortable configuration of processes that can be repeatedly applied to large data sets in high throughput. The output consists of reports formatted as standard web pages and tab-delimited lists of calculated values that can be inserted into other analysis programs. Additional features, such as web-based spreadsheet functionality, auto-parallelization and password protection make this a powerful tool in microarray research for individuals and large groups alike.
引用
收藏
页码:W457 / W459
页数:3
相关论文
共 8 条
  • [1] INCLUSive: a web portal and service registry for microarray and regulatory sequence analysis
    Coessens, B
    Thijs, G
    Aerts, S
    Marchal, K
    De Smet, F
    Engelen, K
    Glenisson, P
    Moreau, Y
    Mathys, J
    De Moor, B
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3468 - 3470
  • [2] FGDP: functional genomics data pipeline for automated, multiple microarray data analyses
    Grant, JD
    Somers, LA
    Zhang, Y
    Manion, FJ
    Bidaut, G
    Ochs, MF
    [J]. BIOINFORMATICS, 2004, 20 (02) : 282 - 283
  • [3] GEPAS:: a web-based resource for microarray gene expression data analysis
    Herrero, J
    Al-Shahrour, F
    Díaz-Uriarte, R
    Mateos, A
    Vaquerizas, JM
    Santoyo, J
    Dopazo, J
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3461 - 3467
  • [4] Huber Wolfgang, 2002, Bioinformatics, V18 Suppl 1, pS96
  • [5] GenePublisher: automated analysis of DNA microarray data
    Knudsen, S
    Workman, C
    Sicheritz-Ponten, T
    Friis, C
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3471 - 3476
  • [6] ExpressYourself: a modular platform for processing and visualizing microarray data
    Luscombe, NM
    Royce, TE
    Bertone, P
    Echols, N
    Horak, CE
    Chang, JT
    Snyder, M
    Gerstein, M
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3477 - 3482
  • [7] TM4: A free, open-source system for microarray data management and analysis
    Saeed, AI
    Sharov, V
    White, J
    Li, J
    Liang, W
    Bhagabati, N
    Braisted, J
    Klapa, M
    Currier, T
    Thiagarajan, M
    Sturn, A
    Snuffin, M
    Rezantsev, A
    Popov, D
    Ryltsov, A
    Kostukovich, E
    Borisovsky, I
    Liu, Z
    Vinsavich, A
    Trush, V
    Quackenbush, J
    [J]. BIOTECHNIQUES, 2003, 34 (02) : 374 - +
  • [8] Yang IV, 2002, GENOME BIOL, V3