Abstract
For elucidating the genetic component of multifactorial diseases, it is important to investigate the effect of several factors and the possible interaction between them. In particular, for many diseases it is interesting to study the interactive effect of two genes. In this context, the marker-association-segregation chi 2 method (MASC), initially proposed to detect the involvement of a candidate gene in multifactorial diseases, is developed here to investigate the involvement of two candidate genes and to model the joint effect of these two genes. In particular, it is possible to precisely determine whether the joint effect of both genes is multiplicative. This extension simultaneously uses information on two markers, one for each candidate gene, at both the population and the familial segregation level. We show here that there can be an important gai of power to detect the effect of a second gene in a disease when information is used simultaneously on two markers instead of studying each marker separately. This extension of MASC is then applied on a sample of insulin-dependent diabetes (IDD) families typed for the markers of two candidate regions: HLA and that of the insulin gene (INS). This analysis allows us to confirm the involvement of INS in IDD, and the best-fitting model is a multiplicative (noninteractive) effect of HLA and INS, with a biallelic locus for INS and a complementation model for HLA.
Full text
PDF







Images in this article
Selected References
These references are in PubMed. This may not be the complete list of references from this article.
- Bain S. C., Prins J. B., Hearne C. M., Rodrigues N. R., Rowe B. R., Pritchard L. E., Ritchie R. J., Hall J. R., Undlien D. E., Ronningen K. S. Insulin gene region-encoded susceptibility to type 1 diabetes is not restricted to HLA-DR4-positive individuals. Nat Genet. 1992 Nov;2(3):212–215. doi: 10.1038/ng1192-212. [DOI] [PubMed] [Google Scholar]
- Baur M. P., Fimmers R., Fritsche C., Hümmelink M., Neugebauer M., Acton R. T., Hodge T., Barbosa J., Bertrams J., Fehsel K. Genetic analysis of IDDM: the GAW5 multiplex family dataset. Genet Epidemiol. 1989;6(1):15–20. doi: 10.1002/gepi.1370060105. [DOI] [PubMed] [Google Scholar]
- Bell G. I., Horita S., Karam J. H. A polymorphic locus near the human insulin gene is associated with insulin-dependent diabetes mellitus. Diabetes. 1984 Feb;33(2):176–183. doi: 10.2337/diab.33.2.176. [DOI] [PubMed] [Google Scholar]
- Bell G. I., Karam J. H., Rutter W. J. Polymorphic DNA region adjacent to the 5' end of the human insulin gene. Proc Natl Acad Sci U S A. 1981 Sep;78(9):5759–5763. doi: 10.1073/pnas.78.9.5759. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Clerget-Darpoux F., Babron M. C., Deschamps I., Hors J. Complementation and maternal effect in insulin-dependent diabetes. Am J Hum Genet. 1991 Jul;49(1):42–48. [PMC free article] [PubMed] [Google Scholar]
- Clerget-Darpoux F., Babron M. C., Prum B., Lathrop G. M., Deschamps I., Hors J. A new method to test genetic models in HLA associated diseases: the MASC method. Ann Hum Genet. 1988 Jul;52(Pt 3):247–258. doi: 10.1111/j.1469-1809.1988.tb01102.x. [DOI] [PubMed] [Google Scholar]
- Clerget-Darpoux F. Bias of the estimated recombination fraction and lod score due to an association between a disease gene and a marker gene. Ann Hum Genet. 1982 Oct;46(Pt 4):363–372. doi: 10.1111/j.1469-1809.1982.tb01587.x. [DOI] [PubMed] [Google Scholar]
- Clerget-Darpoux F., Dizier M. H., Bonaïti-Pellié C., Babron M. C., Hochez J., Martinez M. Discrimination between genetic models for insulin dependent diabetes mellitus. Genet Epidemiol Suppl. 1986;1:313–318. doi: 10.1002/gepi.1370030747. [DOI] [PubMed] [Google Scholar]
- Cox N. J., Spielman R. S. The insulin gene and susceptibility to IDDM. Genet Epidemiol. 1989;6(1):65–69. doi: 10.1002/gepi.1370060113. [DOI] [PubMed] [Google Scholar]
- Dizier M. H., Clerget-Darpoux F., Hochez J. Two-disease-locus model: segregation analysis using information on two markers in nuclear families. Application to IDDM. Tissue Antigens. 1990 Jul;36(1):1–7. doi: 10.1111/j.1399-0039.1990.tb01790.x. [DOI] [PubMed] [Google Scholar]
- Dizier M. H., Clerget-Darpoux F. Two-disease locus model: sib pair method using information on both HLA and Gm. Genet Epidemiol. 1986;3(5):343–356. doi: 10.1002/gepi.1370030507. [DOI] [PubMed] [Google Scholar]
- Hitman G. A., Tarn A. C., Winter R. M., Drummond V., Williams L. G., Jowett N. I., Bottazzo G. F., Galton D. J. Type 1 (insulin-dependent) diabetes and a highly variable locus close to the insulin gene on chromosome 11. Diabetologia. 1985 Apr;28(4):218–222. doi: 10.1007/BF00282236. [DOI] [PubMed] [Google Scholar]
- Julier C., Hyer R. N., Davies J., Merlin F., Soularue P., Briant L., Cathelineau G., Deschamps I., Rotter J. I., Froguel P. Insulin-IGF2 region on chromosome 11p encodes a gene implicated in HLA-DR4-dependent diabetes susceptibility. Nature. 1991 Nov 14;354(6349):155–159. doi: 10.1038/354155a0. [DOI] [PubMed] [Google Scholar]
- Owerbach D., Nerup J. Restriction fragment length polymorphism of the insulin gene in diabetes mellitus. Diabetes. 1982 Mar;31(3):275–277. doi: 10.2337/diab.31.3.275. [DOI] [PubMed] [Google Scholar]
- Risch N. Segregation analysis incorporating linkage markers. I. Single-locus models with an application to type I diabetes. Am J Hum Genet. 1984 Mar;36(2):363–386. [PMC free article] [PubMed] [Google Scholar]
- Schork N. J., Boehnke M., Terwilliger J. D., Ott J. Two-trait-locus linkage analysis: a powerful strategy for mapping complex genetic traits. Am J Hum Genet. 1993 Nov;53(5):1127–1136. [PMC free article] [PubMed] [Google Scholar]
- Spielman R. S., Baur M. P., Clerget-Darpoux F. Genetic analysis of IDDM: summary of GAW5 IDDM results. Genet Epidemiol. 1989;6(1):43–58. doi: 10.1002/gepi.1370060111. [DOI] [PubMed] [Google Scholar]
- Spielman R. S., McGinnis R. E., Ewens W. J. Transmission test for linkage disequilibrium: the insulin gene region and insulin-dependent diabetes mellitus (IDDM). Am J Hum Genet. 1993 Mar;52(3):506–516. [PMC free article] [PubMed] [Google Scholar]
- Svejgaard A., Ryder L. P. HLA and insulin-dependent diabetes: an overview. Genet Epidemiol. 1989;6(1):1–14. doi: 10.1002/gepi.1370060104. [DOI] [PubMed] [Google Scholar]