TY - GEN
T1 - Biological pathway-centric approach to integrative analysis of array data as applied to mefloquine neurotoxicity
AU - Soni, Abhishek
AU - Jenkins, Jerry
AU - Hood, Jonathan
AU - Aschner, Michael
AU - Jiang, Chin Thai
AU - Sundaram, Shankar
PY - 2007/12/1
Y1 - 2007/12/1
N2 - Mefloquine, a potent anti-malarial therapeutic, is known to cause adverse neurological or psychiatric effects in a subset of patient population which has been reportedly linked with specific single nucleotide polymorphisms (SNPs). Development of a predictive clinical, molecular diagnostic screen capable for the a priori determination of the susceptibility of an individual to Mefloquine neurotoxicity is critical for safe administration. Towards achieving this goal, we present a novel systems-biology centered methodology, combining transcriptional profiling using primary rat cortical neurons exposed to Mefloquine and novel pathway identification/analysis tools enabling the development of a detailed intracellular pathway model to explain Mefloquine-induced neurotoxicity. Boolean methods are used to objectively down select potential SNP target candidates. The results from the proposed methodology have consistently identified PTK2B as the most likely SNP target across multiple data sets, and using multiple toxicity markers.
AB - Mefloquine, a potent anti-malarial therapeutic, is known to cause adverse neurological or psychiatric effects in a subset of patient population which has been reportedly linked with specific single nucleotide polymorphisms (SNPs). Development of a predictive clinical, molecular diagnostic screen capable for the a priori determination of the susceptibility of an individual to Mefloquine neurotoxicity is critical for safe administration. Towards achieving this goal, we present a novel systems-biology centered methodology, combining transcriptional profiling using primary rat cortical neurons exposed to Mefloquine and novel pathway identification/analysis tools enabling the development of a detailed intracellular pathway model to explain Mefloquine-induced neurotoxicity. Boolean methods are used to objectively down select potential SNP target candidates. The results from the proposed methodology have consistently identified PTK2B as the most likely SNP target across multiple data sets, and using multiple toxicity markers.
UR - http://www.scopus.com/inward/record.url?scp=80053656123&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80053656123&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:80053656123
SN - 9780816910229
T3 - AIChE Annual Meeting, Conference Proceedings
BT - 2007 AIChE Annual Meeting
T2 - 2007 AIChE Annual Meeting
Y2 - 4 November 2007 through 9 November 2007
ER -