101. Disease-specific target selection: a critical first step down the right road.
- Author
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Roses AD, Burns DK, Chissoe S, Middleton L, and St Jean P
- Subjects
- Asthma drug therapy, Asthma genetics, Diabetes Mellitus, Type 2 drug therapy, Diabetes Mellitus, Type 2 genetics, Humans, Metabolic Syndrome drug therapy, Metabolic Syndrome genetics, Polymorphism, Single Nucleotide, Statistics as Topic, Drug Design, Genomics methods, Technology, Pharmaceutical methods
- Abstract
Relevance of a drug target for a disease is often inferred with strong belief but fragile evidence. Here, a program for early identification of human disease-specific drug targets using high-throughput genetic associations is described. Large numbers of well-characterized patients (>1000) and matched controls are screened for genetic associations using several thousand (>7000) single nucleotide polymorphisms from more than 1500 genes. The genes were selected because they are members of target classes for which there are precedents for high-throughput chemical screening technology. This review summarizes the methods and intensive data analyses leading to target gene identification for type 2 diabetes mellitus, including the statistical permutation methodology used to correct for many variables.
- Published
- 2005
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