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Updated: Oct 29, 2025

Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
Genetic susceptibility to multiple sclerosis: interactions between conserved extended haplotypes of the MHC and other
D S Goodin1, P Khankhanian2, P A Gourraud3,4,5
1Department of Neurology, University of California, UCSF MS Center, San Francisco 675 Nelson Rising Lane, Suite #221D, CA, 94158, San Francisco, USA. douglas.goodin@ucsf.edu.
Background:
To study the accumulation of MS-risk resulting from different combinations of MS-associated conserved-extended-haplotypes (CEHs) of the MHC and three non-MHC "risk-haplotypes" nearby genes EOMES, ZFP36L1, and CLEC16A. Many haplotypes are MS-associated despite having population-frequencies exceeding the percentage of genetically-susceptible individuals. The basis of this frequency-disparity requires explanation.
Methods:
The SNP-data from the WTCCC was phased at the MHC and three non-MHC susceptibility-regions. CEHs at the MHC were classified into five haplotype-groups: (HLA-DRB1*15:01 ~ DQB1*06:02 ~ a1)-containing (H +); extended-risk (ER); all-protective (AP); neutral (0); and the single-CEH (c1). MS-associations for different "risk-combinations" at the MHC and other non-MHC "risk-loci" and the appropriateness of additive and multiplicative risk-accumulation models were assessed.
Results:
Different combinations of "risk-haplotypes" produce a final MS-risk closer to additive rather than multiplicative risk-models but neither model was consistent. Thus, (H +)-haplotypes had greater impact when combined with (0)-haplotypes than with (H +)-haplotypes, whereas, (H +)-haplotypes had greater impact when combined with a (c1)-haplotypes than with (0)-haplotypes. Similarly, risk-genotypes (0,H +), (c1,H +), (H + ,H +) and (0,c1) were additive with risks from non-MHC risk-loci, whereas risk-genotypes (ER,H +) and (AP,c1) were unaffected.
Conclusions:
Genetic-susceptibility to MS is essential for MS to develop but actually developing MS depends heavily upon both an individual's particular combination of "risk-haplotypes" and how these loci interact.
Insights
Genetic susceptibility to multiple sclerosis (MS) risk is influenced by combinations of human leukocyte antigen (HLA) and non-HLA risk-haplotypes. Risk accumulation appears closer to additive, but interactions between specific haplotype combinations are crucial for MS development.
Area of Science:
- Genetics
- Immunology
- Epidemiology
Background:
- Multiple sclerosis (MS) risk is associated with specific human leukocyte antigen (HLA) conserved-extended-haplotypes (CEHs) and non-HLA risk-haplotypes near EOMES, ZFP36L1, and CLEC16A.
- The high frequency of some MS-associated haplotypes in the general population necessitates understanding their risk accumulation patterns.
Purpose of the Study:
- To investigate how combinations of MHC-CEHs and three non-MHC risk-haplotypes influence the accumulation of MS risk.
- To assess the appropriateness of additive and multiplicative models for risk accumulation based on these genetic combinations.
Main Methods:
- Phasing of single nucleotide polymorphism (SNP) data from the WTCCC cohort at the MHC and three non-MHC regions.
- Classification of MHC CEHs into five groups: (HLA-DRB1*15:01~DQB1*06:02~a1)-containing (H+), extended-risk (ER), all-protective (AP), neutral (0), and single-CEH (c1).
- Analysis of MS associations for various risk-haplotype combinations at the MHC and non-MHC loci.
Main Results:
- Risk accumulation from combined "risk-haplotypes" more closely approximated additive than multiplicative models, though neither model perfectly fit the data.
- The impact of (H+) haplotypes varied depending on co-occurring haplotypes; they had a greater effect with (0) than (H+) haplotypes, and with (c1) than (0) haplotypes.
- Specific genotype combinations like (0,H+), (c1,H+), (H+,H+), and (0,c1) showed additive risk with non-MHC loci, while (ER,H+) and (AP,c1) genotypes were unaffected.
Conclusions:
- Genetic susceptibility is necessary but not sufficient for MS development.
- The specific combination of risk-haplotypes an individual carries, and their interactions, significantly determine the actual development of MS.
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