Pathway-based analysis of primary biliary cirrhosis genome-wide association studies

S. P. Kar, Michael F Seldin, W. Chen, E. Lu, G. M. Hirschfield, P. Invernizzi, J. Heathcote, D. Cusi, M. E. Gershwin, K. A. Siminovitch, M. Eric Gershwin

Research output: Contribution to journalArticle

40 Citations (Scopus)

Abstract

Genome-wide association studies (GWAS) have successfully identified several loci associated with primary biliary cirrhosis (PBC) risk. Pathway analysis complements conventional GWAS analysis. We applied the recently developed linear combination test for pathways to datasets drawn from independent PBC GWAS in Italian and Canadian subjects. Of the Kyoto Encyclopedia of Genes and Genomes and BioCarta pathways tested, 25 pathways in the Italian dataset (449 cases, 940 controls) and 26 pathways in the Canadian dataset (530 cases, 398 controls) were associated with PBC susceptibility (P<0.05). After correcting for multiple comparisons, only the eight most significant pathways in the Italian dataset had FDR <0.25 with tumor necrosis factor/stress-related signaling emerging as the top pathway (P=7.38 × 10-4, FDR=0.18). Two pathways, phosphatidylinositol signaling and hedgehog signaling, were replicated in both datasets (P<0.05), and subjected to two additional complementary pathway tests. Both pathway signals remained significant in the Italian dataset on modified gene set enrichment analysis (P<0.05). In both GWAS, variants nominally associated with PBC were significantly overrepresented in the phosphatidylinositol pathway (Fisher exact P<0.05). These results point to established and novel pathway-level associations with inherited predisposition to PBC that, on further independent replication and functional validation, may provide fresh insights into PBC etiology.

Original languageEnglish (US)
Pages (from-to)179-186
Number of pages8
JournalGenes and Immunity
Volume14
Issue number3
DOIs
StatePublished - Apr 2013

Fingerprint

Biliary Liver Cirrhosis
Genome-Wide Association Study
Phosphatidylinositols
Encyclopedias
Genes
Datasets
Signal Transduction
Tumor Necrosis Factor-alpha
Genome

Keywords

  • autoimmune disease
  • hedgehog signaling
  • linear combination test
  • phosphatidylinositol signaling

ASJC Scopus subject areas

  • Genetics(clinical)
  • Immunology
  • Genetics

Cite this

Pathway-based analysis of primary biliary cirrhosis genome-wide association studies. / Kar, S. P.; Seldin, Michael F; Chen, W.; Lu, E.; Hirschfield, G. M.; Invernizzi, P.; Heathcote, J.; Cusi, D.; Gershwin, M. E.; Siminovitch, K. A.; Gershwin, M. Eric.

In: Genes and Immunity, Vol. 14, No. 3, 04.2013, p. 179-186.

Research output: Contribution to journalArticle

Kar, SP, Seldin, MF, Chen, W, Lu, E, Hirschfield, GM, Invernizzi, P, Heathcote, J, Cusi, D, Gershwin, ME, Siminovitch, KA & Gershwin, ME 2013, 'Pathway-based analysis of primary biliary cirrhosis genome-wide association studies', Genes and Immunity, vol. 14, no. 3, pp. 179-186. https://doi.org/10.1038/gene.2013.1
Kar, S. P. ; Seldin, Michael F ; Chen, W. ; Lu, E. ; Hirschfield, G. M. ; Invernizzi, P. ; Heathcote, J. ; Cusi, D. ; Gershwin, M. E. ; Siminovitch, K. A. ; Gershwin, M. Eric. / Pathway-based analysis of primary biliary cirrhosis genome-wide association studies. In: Genes and Immunity. 2013 ; Vol. 14, No. 3. pp. 179-186.
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