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Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes.

Publication ,  Journal Article
Motsinger, AA; Brassat, D; Caillier, SJ; Erlich, HA; Walker, K; Steiner, LL; Barcellos, LF; Pericak-Vance, MA; Schmidt, S; Gregory, S ...
Published in: Neurogenetics
January 2007

The complex inheritance involved in multiple sclerosis (MS) risk has been extensively investigated, but our understanding of MS genetics remains rudimentary. In this study, we explore 51 single nucleotide polymorphisms (SNPs) in 36 candidate genes from the inflammatory pathway and test for gene-gene interactions using complementary case-control, discordant sibling pair, and trio family study designs. We used a sample of 421 carefully diagnosed MS cases and 96 unrelated, healthy controls; discordant sibling pairs from 146 multiplex families; and 275 trio families. We used multifactor dimensionality reduction to explore gene-gene interactions. Based on our analyses, we have identified several statistically significant models including both main effect models and two-locus, three-locus, and four-locus epistasis models that predict MS disease risk with between approximately 61% and 85% accuracy. These results suggest that significant epistasis, or gene-gene interactions, may exist even in the absence of statistically significant individual main effects.

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Published In

Neurogenetics

DOI

ISSN

1364-6745

Publication Date

January 2007

Volume

8

Issue

1

Start / End Page

11 / 20

Location

United States

Related Subject Headings

  • Proteins
  • Neurology & Neurosurgery
  • Multiple Sclerosis
  • Models, Genetic
  • Inflammation
  • Humans
  • Genotype
  • Case-Control Studies
  • 3209 Neurosciences
  • 3202 Clinical sciences
 

Citation

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Motsinger, A. A., Brassat, D., Caillier, S. J., Erlich, H. A., Walker, K., Steiner, L. L., … Ritchie, M. D. (2007). Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes. Neurogenetics, 8(1), 11–20. https://doi.org/10.1007/s10048-006-0058-9
Motsinger, Alison A., David Brassat, Stacy J. Caillier, Henry A. Erlich, Karen Walker, Lori L. Steiner, Lisa F. Barcellos, et al. “Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes.Neurogenetics 8, no. 1 (January 2007): 11–20. https://doi.org/10.1007/s10048-006-0058-9.
Motsinger AA, Brassat D, Caillier SJ, Erlich HA, Walker K, Steiner LL, et al. Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes. Neurogenetics. 2007 Jan;8(1):11–20.
Motsinger, Alison A., et al. “Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes.Neurogenetics, vol. 8, no. 1, Jan. 2007, pp. 11–20. Pubmed, doi:10.1007/s10048-006-0058-9.
Motsinger AA, Brassat D, Caillier SJ, Erlich HA, Walker K, Steiner LL, Barcellos LF, Pericak-Vance MA, Schmidt S, Gregory S, Hauser SL, Haines JL, Oksenberg JR, Ritchie MD. Complex gene-gene interactions in multiple sclerosis: a multifactorial approach reveals associations with inflammatory genes. Neurogenetics. 2007 Jan;8(1):11–20.
Journal cover image

Published In

Neurogenetics

DOI

ISSN

1364-6745

Publication Date

January 2007

Volume

8

Issue

1

Start / End Page

11 / 20

Location

United States

Related Subject Headings

  • Proteins
  • Neurology & Neurosurgery
  • Multiple Sclerosis
  • Models, Genetic
  • Inflammation
  • Humans
  • Genotype
  • Case-Control Studies
  • 3209 Neurosciences
  • 3202 Clinical sciences