Literature DB >> 27605337

Quality Visualization of Microarray Datasets Using Circos.

Martin Koch1, Michael Wiese2.   

Abstract

Quality control and normalization is considered the most important step in the analysis of microarray data. At present there are various methods available for quality assessments of microarray datasets. However there seems to be no standard visualization routine, which also depicts individual microarray quality. Here we present a convenient method for visualizing the results of standard quality control tests using Circos plots. In these plots various quality measurements are drawn in a circular fashion, thus allowing for visualization of the quality and all outliers of each distinct array within a microarray dataset. The proposed method is intended for use with the Affymetrix Human Genome platform (i.e., GPL 96, GPL570 and GPL571). Circos quality measurement plots are a convenient way for the initial quality estimate of Affymetrix datasets that are stored in publicly available databases.

Entities:  

Keywords:  circos; quality monitoring; yaqcaffy

Year:  2012        PMID: 27605337      PMCID: PMC5003439          DOI: 10.3390/microarrays1020084

Source DB:  PubMed          Journal:  Microarrays (Basel)        ISSN: 2076-3905


  31 in total

1.  Non-linear normalization and background correction in one-channel cDNA microarray studies.

Authors:  David Edwards
Journal:  Bioinformatics       Date:  2003-05-01       Impact factor: 6.937

2.  Subset quantile normalization using negative control features.

Authors:  Zhijin Wu; Martin J Aryee
Journal:  J Comput Biol       Date:  2010-10       Impact factor: 1.479

3.  The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements.

Authors:  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; Frederico M Goodsaid; Damir Herman; Roderick V Jensen; Charles D Johnson; Edward K Lobenhofer; Raj K Puri; Uwe Schrf; 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
Journal:  Nat Biotechnol       Date:  2006-09       Impact factor: 54.908

4.  GEOquery: a bridge between the Gene Expression Omnibus (GEO) and BioConductor.

Authors:  Sean Davis; Paul S Meltzer
Journal:  Bioinformatics       Date:  2007-05-12       Impact factor: 6.937

5.  ITALICS: an algorithm for normalization and DNA copy number calling for Affymetrix SNP arrays.

Authors:  Guillem Rigaill; Philippe Hupé; Anna Almeida; Philippe La Rosa; Jean-Philippe Meyniel; Charles Decraene; Emmanuel Barillot
Journal:  Bioinformatics       Date:  2008-02-05       Impact factor: 6.937

6.  Circos: an information aesthetic for comparative genomics.

Authors:  Martin Krzywinski; Jacqueline Schein; Inanç Birol; Joseph Connors; Randy Gascoyne; Doug Horsman; Steven J Jones; Marco A Marra
Journal:  Genome Res       Date:  2009-06-18       Impact factor: 9.043

7.  BeadArray expression analysis using bioconductor.

Authors:  Matthew E Ritchie; Mark J Dunning; Mike L Smith; Wei Shi; Andy G Lynch
Journal:  PLoS Comput Biol       Date:  2011-12-01       Impact factor: 4.475

8.  Artificially induced epithelial-mesenchymal transition in surgical subjects: its implications in clinical and basic cancer research.

Authors:  Kazuhiko Aoyagi; Keiko Minashi; Hiroyasu Igaki; Yuji Tachimori; Takao Nishimura; Norikazu Hokamura; Akio Ashida; Hiroyuki Daiko; Atsushi Ochiai; Manabu Muto; Atsushi Ohtsu; Teruhiko Yoshida; Hiroki Sasaki
Journal:  PLoS One       Date:  2011-04-21       Impact factor: 3.240

9.  Extended analysis of benchmark datasets for Agilent two-color microarrays.

Authors:  Kathleen F Kerr
Journal:  BMC Bioinformatics       Date:  2007-10-03       Impact factor: 3.169

10.  Comparison of Affymetrix data normalization methods using 6,926 experiments across five array generations.

Authors:  Reija Autio; Sami Kilpinen; Matti Saarela; Olli Kallioniemi; Sampsa Hautaniemi; Jaakko Astola
Journal:  BMC Bioinformatics       Date:  2009-01-30       Impact factor: 3.169

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