Quantitative Trait Loci for Obesity- and Diabetes-Related Traits and Their Dietary Responses to High-Fat Feeding in LGXSM Recombinant Inbred Mouse Strains
Quantitative Trait Loci for Obesity- and Diabetes-Related Traits and Their Dietary Responses to High-Fat Feeding in LGXSM Recombinant Inbred Mouse Strains James M. Cheverud 1 , Thomas H. Ehrich 1 , Tomas Hrbek 1 , Jane P. Kenney 1 , L. Susan Pletscher 1 and Clay F. Semenkovich 2 1 Department of Anat...
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Published in | Diabetes (New York, N.Y.) Vol. 53; no. 12; pp. 3328 - 3336 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Alexandria, VA
American Diabetes Association
01.12.2004
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Subjects | |
Online Access | Get full text |
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Summary: | Quantitative Trait Loci for Obesity- and Diabetes-Related Traits and Their Dietary Responses to High-Fat Feeding in LGXSM
Recombinant Inbred Mouse Strains
James M. Cheverud 1 ,
Thomas H. Ehrich 1 ,
Tomas Hrbek 1 ,
Jane P. Kenney 1 ,
L. Susan Pletscher 1 and
Clay F. Semenkovich 2
1 Department of Anatomy and Neurobiology, Washington University School of Medicine, St. Louis, Missouri
2 Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
Address correspondence and reprint requests to James M. Cheverud, Department of Anatomy and Neurobiology, Washington University
School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110. E-mail: cheverud{at}pcg.wustl.edu
Abstract
Genetic variation in response to high-fat diets is important in understanding the recent secular trends that have led to increases
in obesity and type 2 diabetes. The examination of quantitative trait loci (QTLs) for both obesity- and diabetes-related traits
and their responses to a high-fat diet can be effectively addressed in mouse model systems, including LGXSM recombinant inbred
(RI) mouse strains. A wide range of obesity- and diabetes-related traits were measured in animals from 16 RI strains with
8 animals of each sex fed a high- or low-fat diet from each strain. Marker associations were measured at 506 microsatellite
markers spread throughout the mouse genome using a nested ANOVA. Locations with significant effects on the traits themselves
and/or trait dietary responses were identified after correction for multiple comparisons by limiting the false detection rate.
Nonsyntenic associations of marker genotypes were common at QTL locations so that the significant results were limited to
loci still significant in multiple QTL models. We discovered 91 QTLs at 39 locations. Many of these locations ( n = 31) also showed genetic effects on dietary response, typically because the loci produced significantly larger effects on
the high-fat diet. Fat depot weights, leptin levels, and body weight at necropsy tended to map to the same locations and were
responsible for a majority of the dietary response QTLs. Basal glucose levels and the response to glucose challenge mapped
together in locations distinct from those affecting obesity. These QTL locations form a panel for further research and fine
mapping of loci affecting obesity- and diabetes-related traits and their responses to high-fat feeding.
FDR, false discovery rate
FPR, false-positive rate
QTL, quantitative trait locus
Footnotes
Additional information for this article can be found in an online appendix at http://diabetes.diabetesjournals.org .
Accepted August 25, 2004.
Received July 23, 2004.
DIABETES |
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Bibliography: | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 ObjectType-Article-1 ObjectType-Feature-2 |
ISSN: | 0012-1797 1939-327X |
DOI: | 10.2337/diabetes.53.12.3328 |