From:  HLA polymorphisms with high expression in multiple sclerosis: systematic review

 Characteristics and main results of the included studies.

ReferenceAuthor/YearDatabaseStudy objectiveSummary of results
[27]Asouri et al./2020Web of ScienceGenotyping of 14 SNPs in HLA-DRA and 14 SNPs in IL2RA by NGS in 102 Iranian MS patientsNo significant association found between the SNPs and MS
[28]Chi et al./2019PubMedGenetic mapping and ancestry analysis of HLA alleles in African American, Hispanic, and Asian populationsDifferences in MS risk were detected depending on HLA allele ancestry. European alleles DRB1*15:01, HLA-B*07:02, and HLA-A*03:01 conferred higher MS risk than their African counterparts
[29]Fguirouche et al./2025Web of ScienceGenotyping of HLA-A, -B, -DR, -DQ in healthy individuals from southern MoroccoPredisposing alleles identified: DRB1*03, *13, *15. No differences found between HLA class I alleles and MS susceptibility. Further studies in MS patients are needed
[30]Khdair et al./2025Web of ScienceGenotyping of HLA-DRB1 and HLA-DQB1 in MS patients from JordanSignificant associations found between HLA alleles and MS susceptibility: DRB1*03:01 and DRB1*04:01
[31]Beecham et al./2022PubMedAnalysis of genetic risk modified by ancestry in HLA haplotypes in a multiethnic populationSNPs rs2844503, rs3021302, and rs760145 showed effects modified by global/local ancestry. HLA-A*02:01 had a stronger protective effect when of European origin, and HLA-B*53:01 conferred protection when inherited from African origin, especially among Hispanics
[32]Goodin et al./2021PubMedAnalysis of full HLA haplotypes in African Americans with MSThe extended haplotype DRB1*15:01~DQB1*06:02 was most strongly associated with MS. The DRB1*15:03~DQB1*06:02 haplotype had a less consistent association depending on the specific haplotype
[33]Osoegawa et al./2021PubMedNGS genotyping of 11 HLA genes in families with MSAssociation found between the haplotype DRB5*01:01~DRB1*15:01 and the allele DPB1*104:01 with MS. Alleles such as DRB1*01:01 and DQB1*03:01 showed a protective effect
[34]Akel et al./2022PubMedHigh-resolution HLA class II sequencing in Swedish MS patients69 distinct genotypes detected; extended haplotypes such as DRB5*01:01~DRB1*15:01-DQB1*06:02 were more frequent; protective and risk effects depended on specific combinations
[35]Briggs and Sept/2021Web of ScienceIdentification of genetic association patterns in MS patient dataCombinations of variants such as HLA-DRB1*15:01, SNP rs56678847, and rs6880809 conferred a 20.2-fold increased risk of developing MS. Computational methods identified complex susceptibility patterns
[36]Hedström et al./2021PubMedInvestigation of gene-environment interaction (HLA and factors such as smoking, EBV, obesity)DRB1*15:01 allele increased the risk of developing MS additively, and the absence of A*02:01 increased the risk fivefold
[40]Boullerne et al./2024PubMedValidation of tagging SNPs for HLA risk alleles in MS using the 1000 genomes panelSNPs with high performance for inference of DRB1*15:01, DQB1*06:02, and A*02:01 were identified across multiple populations
[37]Barnes et al./2021PubMedAnalysis of common genetic variants in MS in Orkney and Shetland populationsSNP rs9271069 was more frequent in the islands than on the mainland and partly explained the excess MS cases
[38]Gontika et al./2020Web of ScienceGenotyping HLA-DRB1 in POMS and AOMS patientsHLA-DRB1*03 allele was significantly higher in the POMS group than in the AOMS group. In the POMS group, DRB1*11, *15, *03, *04, and *16 were identified as predisposing
[39]Derdelinckx et al./2020PubMedAnalysis of myelin antigen reactivity in MS patients with different HLA class II genotypesNo correlation found between HLA class II genotype and myelin peptide reactivity
[41]Mack et al./2019PubMedGenotyping of HLA class I and II by NGS and analysis of KIR loci and their ligandsAssociation of DRB1*15:01 with MS was confirmed. Protective haplotypes identified: C*03:04~B*40:01; A*02:01
[42]Creary et al./2019Web of ScienceHigh-resolution sequencing of DRB1*15:01 and DRB1*04:01 haplotypes in North AmericansConfirmation of DRB1*15:01~DRB5*01:01 haplotype in MS susceptibility; DRB1*04:01 had haplotype-dependent effects
[43]da Silva Bernardes et al./2019PubMedGenotyping of HLA-DR15 in familial MS cases in BrazilExtended HLA-DR15 haplotype was found in 44% of familial cases and in none of the healthy controls
[44]Asouri et al./2020Web of ScienceGenotyping of 36 SNPs located in HLA-DRA, IL2RA, and HMGB1 genes using PCR and NGSSNPs rs4935356, rs3177928, and rs7197 were considered predisposed to MS
[45]Watanabe et al./2021Web of ScienceGenotype-phenotype correlation with HLA-DRB1/DPB1 alleles in MSDRB1*15:01 was associated with susceptibility and worse prognosis in MS; DRB1*04:05 with earlier onset
[46]Ogawa et al./2019PubMedNGS genotyping of 16 HLA genes (classical and non-classical) in Japanese MS patientsDRB1*15:01, DRB1*04:05, B*15:01, and B*39:01 were independently associated with MS
[47]Burnard et al./2022Web of ScienceApplication of penalized regression (elastic net) to identify HLA and NK SNP associations with MSVariants overlooked by traditional GWAS were identified, such as SNP rs2844482

SNPs: single nucleotide polymorphisms; HLA: human leukocyte antigen; NGS: next-generation sequencing; MS: multiple sclerosis; EBV: Epstein-Barr virus; POMS: pediatric-onset MS (early-onset, pediatric and adolescent, MS accounts for approximately 3–5% of all MS cases); AOMS: adult-onset MS; PCR: polymerase chain reaction; NK: natural killer; GWAS: genome wide association studies.