Selected Topics/publications:
Microarrays: Pre-processing and QC
| Owzar K, Barry WT, Jung S, Sohn I, George SL (2008)
Statistical Challenges in Pre-Processing in Microarray Experiments in Cancer.
Clinical Cancer Research 14:5959-5966 |
| Bioconductor packages:
affy, simpleaffy, affyPLM |
Microarrays: Pathway analysis (SAFE/GSEA)
| Barry WT, Nobel AB, Wright FA. (2005)
Significance analysis of functional categories in gene expression studies:
a structured permutation approach.
Bioinformatics 21(9):1943-9.
Supplementary material & software. |
| Barry WT, Nobel AB, Wright FA. (2008)
A statistical framework for testing functional categories in microarray data.
Annals of Applied Statistics 2(1):286-315.
Software. |
| Bioconductor packages:
safe, GOstats, globaltest |
Microarrays: Predictive/prognostic signatures (IGSP)
Chemosensitivity Signatures
Potti A, Dressman HK, Bild A, Riedel RF, Chan G, Sayer R, Cragun J, Cottrill H,
Kelley MJ, Petersen R, Harpole D, Marks J, Berchuck A, Ginsburg GS, Febbo P,
Lancaster J, Nevins JR. (2006)
Genomic signatures to guide the use of chemotherapeutics.
Nature Medicine, 12(11):1294-1300
Hsu DS, Balakumaran BS, Acharya CR, Vlahovic V, Walters KS, Garman K, Anders C
Reidel RF, Lancaster J, Harpole D, Dressman HK, Nevins JR, Febbo P, Potti A (2007)
Pharmacogenomic Strategies Provide a Rational Approach to the Treatment of
Cisplatin-Resistant Patients With Advanced Cancer
Journal of Clinical Oncology, 25(28):4350-4357 |
Pathway Signatures
Bild AH, Yao G, Chang JT, Wang QL, Potti A, Chasse D, Joshi MB, Harpole D, Lancaster JM,
Berchuck A, Olson JA, Marks JR, Dressman HK, West M, Nevins JR (2006)
Oncogenic pathway signatures in human cancers as a guide to targeted therapies.
Nature, 439(7074):353-357 2006
Acharya CR, Hsu DS, Anders CK, Anguiano A, Salter KH, Walters KS, Redman RC, Tuchman SA, Moylan CA,
Mukherjee S, Barry WT, Dressman HK, Ginsburg GS, Marcom KP, Garman KS, Lyman GH, Nevins JR, Potti A (2008)
Gene Expression Signatures, Clinicopathological Features, and Individualized Therapy in Breast Cancer.
Journal of the American Medical Association, 299(13):1574-1587 |
Lung prognostic signature
Potti A, Muhkerjee S, Petersen R, Dressman HK, Bild AH, Koontz J, Kratzke R,
Watson MA, Kelley MJ, Ginsburg GS, West M, Harpole D, Nevins JR (2006)
Genomic Strategy to Refine Prognosis in Early-Stage Non-Small-Cell Lung Cancer
New England Journal of Medicine, 355(6):570-80 |
AR signature
Mendiratta P, Mostaghel E, Guinney J, Tewari A, Porrello A, Barry WT, Nelson P, Febbo PG (2009)
A Genomic Strategy for Targeting Therapy in Castration-Resistant Prostate Cancer
Journal of Clinical Oncology, (In press) |
Software packages:
BinReg (Binary Probit Regression with SVD)
BinTree (Binary Tree Prediction Model) |
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