메뉴 건너뛰기




Volumn 14, Issue 1, 2013, Pages

Quality assessment and data handling methods for Affymetrix Gene 1.0 ST arrays with variable RNA integrity

Author keywords

ComBat; Gene expression profiling; Microarray; Non biological experimental variance; Quality control; RNA integrity number; RNA quality; Surrogate variable analysis

Indexed keywords

RNA;

EID: 84872184614     PISSN: None     EISSN: 14712164     Source Type: Journal    
DOI: 10.1186/1471-2164-14-14     Document Type: Article
Times cited : (21)

References (29)
  • 2
    • 33750633197 scopus 로고    scopus 로고
    • Partially Degraded RNA from Bladder Washing is a Suitable Sample for Studying Gene Expression Profiles in Bladder Cancer
    • 10.1016/j.eururo.2006.05.039, 16815626
    • Mengual L, Burset M, Ars E, Ribal MJ, Lozano JJ, Minana B, Sumoy L, Alcaraz A. Partially Degraded RNA from Bladder Washing is a Suitable Sample for Studying Gene Expression Profiles in Bladder Cancer. European Urology 2006, 50:1347-1356. 10.1016/j.eururo.2006.05.039, 16815626.
    • (2006) European Urology , vol.50 , pp. 1347-1356
    • Mengual, L.1    Burset, M.2    Ars, E.3    Ribal, M.J.4    Lozano, J.J.5    Minana, B.6    Sumoy, L.7    Alcaraz, A.8
  • 4
    • 70350718130 scopus 로고    scopus 로고
    • Methods comparison for high-resolution transcriptional analysis of archival material on Affymetrix Plus 2.0 and Exon 1.0 microarrays
    • 10.2144/000113169, 19594443
    • Linton K, Hey Y, Dibben S, Miller C, Freemont A, Radford J, Pepper S. Methods comparison for high-resolution transcriptional analysis of archival material on Affymetrix Plus 2.0 and Exon 1.0 microarrays. BioTechniques 2009, 47:587-596. 10.2144/000113169, 19594443.
    • (2009) BioTechniques , vol.47 , pp. 587-596
    • Linton, K.1    Hey, Y.2    Dibben, S.3    Miller, C.4    Freemont, A.5    Radford, J.6    Pepper, S.7
  • 7
    • 33644975004 scopus 로고    scopus 로고
    • RNA integrity and the effect on the real-time qRT-PCR performance
    • 10.1016/j.mam.2005.12.003, 16469371
    • Fleige S, Pfaffl MW. RNA integrity and the effect on the real-time qRT-PCR performance. Molecular aspects of medicine 2006, 27:126-139. 10.1016/j.mam.2005.12.003, 16469371.
    • (2006) Molecular aspects of medicine , vol.27 , pp. 126-139
    • Fleige, S.1    Pfaffl, M.W.2
  • 8
    • 58549091637 scopus 로고    scopus 로고
    • A novel approach for reliable microarray analysis of microdissected tumor cells from formalin-fixed and paraffin-embedded colorectal cancer resection specimens
    • 10.1007/s00109-008-0419-y, 19066834
    • Lassmann S, Kreutz C, Schoepflin A, Hopt U, Timmer J, Werner M. A novel approach for reliable microarray analysis of microdissected tumor cells from formalin-fixed and paraffin-embedded colorectal cancer resection specimens. Journal of molecular medicine 2009, 87:211-224. 10.1007/s00109-008-0419-y, 19066834.
    • (2009) Journal of molecular medicine , vol.87 , pp. 211-224
    • Lassmann, S.1    Kreutz, C.2    Schoepflin, A.3    Hopt, U.4    Timmer, J.5    Werner, M.6
  • 9
    • 27144468030 scopus 로고    scopus 로고
    • Reliable gene expression measurements from degraded RNA by quantitative real-time PCR depend on short amplicons and a proper normalization
    • 10.1038/labinvest.3700303, 15951835
    • Antonov J, Goldstein DR, Oberli A, Baltzer A, Pirotta M, Fleischmann A, Altermatt HJ, Jaggi R. Reliable gene expression measurements from degraded RNA by quantitative real-time PCR depend on short amplicons and a proper normalization. Laboratory Investigation 2005, 85:1040-1050. 10.1038/labinvest.3700303, 15951835.
    • (2005) Laboratory Investigation , vol.85 , pp. 1040-1050
    • Antonov, J.1    Goldstein, D.R.2    Oberli, A.3    Baltzer, A.4    Pirotta, M.5    Fleischmann, A.6    Altermatt, H.J.7    Jaggi, R.8
  • 10
    • 52649161839 scopus 로고    scopus 로고
    • "Hook"-calibration of GeneChip-microarrays: chip characteristics and expression measures
    • 3:11.
    • Binder H, Krohn K, Preibisch S. "Hook"-calibration of GeneChip-microarrays: chip characteristics and expression measures. Algorithms for molecular biology 2008, 3:11..
    • (2008) Algorithms for molecular biology
    • Binder, H.1    Krohn, K.2    Preibisch, S.3
  • 12
    • 33845432928 scopus 로고    scopus 로고
    • Adjusting batch effects in microarray expression data using empirical Bayes methods
    • 10.1093/biostatistics/kxj037, 16632515
    • Johnson WE, Li C. Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics 2007, 8:118-127. 10.1093/biostatistics/kxj037, 16632515.
    • (2007) Biostatistics , vol.8 , pp. 118-127
    • Johnson, W.E.1    Li, C.2
  • 13
    • 34848914038 scopus 로고    scopus 로고
    • Capturing Heterogeneity in Gene Expression Studies by Surrogate Variable Analysis
    • 1994707, 17907809
    • Leek JT, Storey JD. Capturing Heterogeneity in Gene Expression Studies by Surrogate Variable Analysis. PLoS Genetics 2007, 3(9):1724-1735. 1994707, 17907809.
    • (2007) PLoS Genetics , vol.3 , Issue.9 , pp. 1724-1735
    • Leek, J.T.1    Storey, J.D.2
  • 15
    • 0036798238 scopus 로고    scopus 로고
    • Judging the Quality of Gene Expression-Based Clustering Methods Using Gene Annotation
    • 10.1101/gr.397002, 187526, 12368250
    • Gibbons FD, Roth FP. Judging the Quality of Gene Expression-Based Clustering Methods Using Gene Annotation. Genome Research 2002, 12:1574-1581. 10.1101/gr.397002, 187526, 12368250.
    • (2002) Genome Research , vol.12 , pp. 1574-1581
    • Gibbons, F.D.1    Roth, F.P.2
  • 16
    • 84871206169 scopus 로고    scopus 로고
    • Fold change and p-value cutoffs significantly alter microarray interpretations
    • 10.1186/1471-2105-13-S2-S11, 3426808, 23320832
    • Dalman MR, Anthony D, Gayathri N, Zhong-Hui D. Fold change and p-value cutoffs significantly alter microarray interpretations. BMC Bioinformatics 2012, 13(Suppl 2):S11. 10.1186/1471-2105-13-S2-S11, 3426808, 23320832.
    • (2012) BMC Bioinformatics , vol.13 , Issue.SUPPL. 2
    • Dalman, M.R.1    Anthony, D.2    Gayathri, N.3    Zhong-Hui, D.4
  • 18
    • 77957582401 scopus 로고    scopus 로고
    • Relationship between tumor gene expression and recurrence in four independent studies of patients with stage II/III colon cancer treated with surgery alone or surgery plus adjuvant fluorouracil plus leucovorin
    • 10.1200/JCO.2010.28.9538, 2940392, 20679606
    • O'Connell MJ, Lavery I, Yothers G, Paik S, Clark-Langone KM, Lopatin M, Watson D, Baehner FL, Shak S, Baker J, Cowens JW, Wolmark N. Relationship between tumor gene expression and recurrence in four independent studies of patients with stage II/III colon cancer treated with surgery alone or surgery plus adjuvant fluorouracil plus leucovorin. Journal of clinical oncology 2010, 28(25):3937-3944. 10.1200/JCO.2010.28.9538, 2940392, 20679606.
    • (2010) Journal of clinical oncology , vol.28 , Issue.25 , pp. 3937-3944
    • O'Connell, M.J.1    Lavery, I.2    Yothers, G.3    Paik, S.4    Clark-Langone, K.M.5    Lopatin, M.6    Watson, D.7    Baehner, F.L.8    Shak, S.9    Baker, J.10    Cowens, J.W.11    Wolmark, N.12
  • 21
    • 77349119216 scopus 로고    scopus 로고
    • Identification of endogenous control genes for normalisation of real-time quantitative PCR data in colorectal cancer
    • 11:12.
    • Kheirelseid EH, Chang KH, Newell J, Kerin MJ, Miller N. Identification of endogenous control genes for normalisation of real-time quantitative PCR data in colorectal cancer. BMC molecular biology 2010, 11:12..
    • (2010) BMC molecular biology
    • Kheirelseid, E.H.1    Chang, K.H.2    Newell, J.3    Kerin, M.J.4    Miller, N.5
  • 22
    • 77952962186 scopus 로고    scopus 로고
    • Robust microRNA stability in degraded RNA preparations from human tissue and cell samples
    • 10.1373/clinchem.2009.141580, 20378769
    • Jung M, Schaefer A, Steiner I, Kempkensteffen C, Stephan C, Erbersdobler A, Jung K. Robust microRNA stability in degraded RNA preparations from human tissue and cell samples. Clinical chemistry 2010, 56(6):998-1006. 10.1373/clinchem.2009.141580, 20378769.
    • (2010) Clinical chemistry , vol.56 , Issue.6 , pp. 998-1006
    • Jung, M.1    Schaefer, A.2    Steiner, I.3    Kempkensteffen, C.4    Stephan, C.5    Erbersdobler, A.6    Jung, K.7
  • 23
    • 3442876969 scopus 로고    scopus 로고
    • Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets
    • 10.1158/0008-5472.CAN-04-0496, 15289330
    • Andersen CL, Jensen JL, Ørntoft TF. Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets. Cancer research 2004, 64(15):5245-5250. 10.1158/0008-5472.CAN-04-0496, 15289330.
    • (2004) Cancer research , vol.64 , Issue.15 , pp. 5245-5250
    • Andersen, C.L.1    Jensen, J.L.2    Ørntoft, T.F.3
  • 24
    • 0037129827 scopus 로고    scopus 로고
    • Accurate normalization of real-time quantitative RT -PCR data by geometric averaging of multiple internal control genes
    • Vandesompele J, Preter KD, Poppe B, Roy NV, Paepe AD. Accurate normalization of real-time quantitative RT -PCR data by geometric averaging of multiple internal control genes. Genome biology 2002, 3(7):1-12.
    • (2002) Genome biology , vol.3 , Issue.7 , pp. 1-12
    • Vandesompele, J.1    Preter, K.D.2    Poppe, B.3    Roy, N.V.4    Paepe, A.D.5
  • 25
    • 77749291770 scopus 로고    scopus 로고
    • Frozen robust multiarray analysis (fRMA)
    • 10.1093/biostatistics/kxp059, 2830579, 20097884
    • Mccall MN, Bolstad BM, Irizarry RA. Frozen robust multiarray analysis (fRMA). Biostatistics 2010, 11(2):242-253. 10.1093/biostatistics/kxp059, 2830579, 20097884.
    • (2010) Biostatistics , vol.11 , Issue.2 , pp. 242-253
    • Mccall, M.N.1    Bolstad, B.M.2    Irizarry, R.A.3
  • 26
    • 84873060317 scopus 로고    scopus 로고
    • Processing and Analyzing Affymetrix SNP Chips with Bioconductor
    • Carvalho B, Irizarry RA, Scharpf RB, Carey VJ. Processing and Analyzing Affymetrix SNP Chips with Bioconductor. Stat Biosci 2009, 1:160-180.
    • (2009) Stat Biosci , vol.1 , pp. 160-180
    • Carvalho, B.1    Irizarry, R.A.2    Scharpf, R.B.3    Carey, V.J.4
  • 27
    • 4544341015 scopus 로고    scopus 로고
    • Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
    • 3:3.
    • Smyth GK. Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments. Statistical Applications in Genetics and Molecular Biology 2004, 3:3..
    • (2004) Statistical Applications in Genetics and Molecular Biology
    • Smyth, G.K.1
  • 28
    • 0001677717 scopus 로고
    • Controlling the False Discovery Rate: a Practical and Powerful Approach to Multiple Testing
    • Benjamini Y, Hochberg Y. Controlling the False Discovery Rate: a Practical and Powerful Approach to Multiple Testing. Journal of the Royal Statistical Society 1995, 57:289-300.
    • (1995) Journal of the Royal Statistical Society , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 29
    • 77953212372 scopus 로고    scopus 로고
    • Gene ontology analysis for RNA-seq: accounting for selection bias
    • 10.1186/gb-2010-11-2-r14, 2872874, 20132535
    • Young MD, Wakefield MJ, Smyth GK, Oshlack A. Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biology 2010, 11:R14. 10.1186/gb-2010-11-2-r14, 2872874, 20132535.
    • (2010) Genome Biology , vol.11
    • Young, M.D.1    Wakefield, M.J.2    Smyth, G.K.3    Oshlack, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.