Gene Expression Pathways across Multiple Tissues in Antineutrophil Cytoplasmic Antibody-associated Vasculitis Reveal Core Pathways of Disease Pathology

J Rheumatol. 2019 Jun;46(6):609-615. doi: 10.3899/jrheum.180455. Epub 2019 Jan 15.

Abstract

Objective: To identify commonalities in gene expression data across all antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV) tissues thus far characterized.

Methods: Gene expression data were collected from the 3 AAV tissues thus far characterized (orbit, peripheral leukocytes, and sinus brushings). These data were analyzed to identify commonly expressed genes and disease pathways. The pathways data were adjusted for multiple comparisons using a combined local false discovery rate, which estimates the probability of a false discovery of a given pathway in all 3 tissues analyzed.

Results: Only 4 genes were upregulated in all 3 tissues - IL1RN, TLR2, SLC11A1, and MMP9. After multiple comparison adjustments, the network pathway analysis revealed 28 pathways associated with all 3 tissues. The most strongly associated pathway for all 3 tissues was the neutrophil degranulation pathway [multidimensional local false discovery (md-locfdr) = 1.05 × 10-12], followed by the osteoclast differentiation (md-locfdr = 3.8 × 10-05), cell surface interactions at the vascular wall (md-locfdr = 4.2 × 10-04), signaling by interleukins (md-locfdr = 6.1 × 10-04), and phagosome (md-locfdr = 0.003) pathways. There were no downregulated genes or pathways common to all 3 tissues.

Conclusion: This analysis identified individual genes and pathways of disease common to all AAV tissues thus far characterized. The use of a network pathway analysis allowed us to identify pathologic mechanisms that were not readily apparent in the commonly expressed genes alone. Many of these pathways are consistent with current theories about infectious drivers and the crossroads of innate and adaptive immune mechanisms. In addition, this analysis highlights novel pathways, such as vessel wall interactions and platelet activation, which require further investigation.

Keywords: ANTINEUTROPHIL CYTOPLASMIC ANTIBODY–ASSOCIATED VASCULITIS; GENE EXPRESSION; GRANULOMATOSIS WITH POLYANGIITIS; METAANALYSIS; MICROSCOPIC POLYANGIITIS; VASCULITIS.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis / genetics*
  • Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis / metabolism
  • Cation Transport Proteins / genetics
  • Cation Transport Proteins / metabolism
  • Gene Expression Regulation*
  • Humans
  • Interleukin 1 Receptor Antagonist Protein / genetics
  • Interleukin 1 Receptor Antagonist Protein / metabolism
  • Matrix Metalloproteinase 9 / genetics
  • Matrix Metalloproteinase 9 / metabolism
  • Toll-Like Receptor 2 / genetics
  • Toll-Like Receptor 2 / metabolism
  • Up-Regulation*

Substances

  • Cation Transport Proteins
  • IL1RN protein, human
  • Interleukin 1 Receptor Antagonist Protein
  • TLR2 protein, human
  • Toll-Like Receptor 2
  • natural resistance-associated macrophage protein 1
  • Matrix Metalloproteinase 9