Structural Insights into HLA-DQ-Associated Susceptibility to Celiac Disease Through an Integrated Genetic and In Silico Approach in a Sardinian Population

Genes (Basel). 2026 Jan 28;17(2):145. doi: 10.3390/genes17020145.

Abstract

Background: Celiac disease (CD) is a multifactorial autoimmune disorder strongly associated with specific HLA class II molecules, particularly HLA-DQ-encoding haplotypes. Although the genetic contribution of these loci is well established, the structural features accompanying allele-specific disease susceptibility remain incompletely explored.

Methods: In this study, molecular HLA typing was integrated with in silico secondary structure analysis to examine the relationship between genetic predisposition and structural organization of HLA class II molecules in a Sardinian population. A total of 100 patients with CD and 100 healthy controls were genotyped for HLA-DR and HLA-DQ alleles, and allelic and haplotypic distributions were compared between groups. Secondary structure predictions were performed using PSIPRED on selected HLA class II alleles, focusing on groove-forming domains of HLA-DRB1 and HLA-DQA1.

Results: CD patients showed a marked enrichment of the DR3-DQ2.5 haplotype, together with a population-specific predominance of DQ2.5 and a reduced contribution of DQ8. Secondary structure analysis of the HLA-DRB1 β1 domain revealed a largely conserved organization, with only modest allele-dependent variations. In contrast, comparative analysis of HLA-DQA1 identified localized differences within the α1 domain, with the DQ2.5 molecule displaying a more coherent secondary structure organization compared with the lower-risk DQ2.2 variant.

Conclusions: By integrating genetic and in silico structural analyses, this study highlights that HLA-associated susceptibility to celiac disease reflects not only allele and haplotype distribution but also subtle, allele-specific features in the structural organization of peptide-binding regions. These findings provide a refined framework for interpreting HLA-DQ-mediated genetic risk and support the relevance of structural coherence as a complementary dimension in the assessment of disease susceptibility.

Keywords: HLA class II; HLA-DQ2.2; HLA-DQ2.5; HLA-DQ8; HLA-DR/DQ haplotypes; PSIPRED; Sardinian population; celiac disease; immunogenetics; secondary structure prediction.

MeSH terms

  • Adolescent
  • Adult
  • Alleles
  • Case-Control Studies
  • Celiac Disease* / epidemiology
  • Celiac Disease* / genetics
  • Child
  • Computer Simulation
  • Female
  • Gene Frequency
  • Genetic Predisposition to Disease*
  • Genotype
  • HLA-DQ Antigens* / chemistry
  • HLA-DQ Antigens* / genetics
  • HLA-DQ alpha-Chains* / chemistry
  • HLA-DQ alpha-Chains* / genetics
  • HLA-DRB1 Chains / chemistry
  • HLA-DRB1 Chains / genetics
  • Haplotypes
  • Humans
  • Italy / epidemiology
  • Male

Substances

  • HLA-DQ Antigens
  • HLA-DRB1 Chains
  • HLA-DQ alpha-Chains
  • HLA-DQA1 antigen
  • HLA-DQ8 antigen