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Published in: BMC Medical Genetics 1/2009

Open Access 01-12-2009 | Research article

Suggestion for linkage of chromosome 1p35.2 and 3q28 to plasma adiponectin concentrations in the GOLDN Study

Authors: Laura J Rasmussen-Torvik, James S Pankow, James M Peacock, Ingrid B Borecki, James E Hixson, Michael Y Tsai, Edmond K Kabagambe, Donna K Arnett

Published in: BMC Medical Genetics | Issue 1/2009

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Abstract

Background

Adiponectin is inversely associated with obesity, insulin resistance, and atherosclerosis, but little is known about the genetic pathways that regulate the plasma level of this protein. To find novel genes that influence circulating levels of adiponectin, a genome-wide linkage scan was performed on plasma adiponectin concentrations before and after 3 weeks of treatment with fenofibrate (160 mg daily) in the Genetics of Lipid Lowering Drugs and Diet Network (GOLDN) Study. We studied Caucasian individuals (n = 1121) from 190 families in Utah and Minnesota. Of these, 859 individuals from 175 families had both baseline and post-fenofibrate treatment measurements for adiponectin. Plasma adiponectin concentrations were measured with an ELISA assay. All participants were typed for microsatellite markers included in the Marshfield Mammalian Genotyping Service marker set 12, which includes 407 markers spaced at approximately 10 cM regions across the genome. Variance components analysis was used to estimate heritability and to perform genome-wide scans. Adiponectin was adjusted for age, sex, and field center. Additional models also included BMI adjustment.

Results

Baseline and post-fenofibrate adiponectin measurements were highly correlated (r = 0.95). Suggestive (LOD > 2) peaks were found on chromosomes 1p35.2 and 3q28 (near the location of the adiponectin gene).

Conclusion

Two candidate genes, IL22RA1 and IL28RA, lie under the chromosome 1 peak; further analyses are needed to identify the specific genetic variants in this region that influence circulating adiponectin concentrations.
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Literature
1.
go back to reference Yamauchi T, Kamon J, Waki H, Terauchi Y, Kubota N, Hara K, Mori Y, Ide T, Murakami K, Tsuboyama-Kasaoka N, et al: The fat-derived hormone adiponectin reverses insulin resistance associated with both lipoatrophy and obesity. Nat Med. 2001, 7 (8): 941-946. 10.1038/90984.CrossRefPubMed Yamauchi T, Kamon J, Waki H, Terauchi Y, Kubota N, Hara K, Mori Y, Ide T, Murakami K, Tsuboyama-Kasaoka N, et al: The fat-derived hormone adiponectin reverses insulin resistance associated with both lipoatrophy and obesity. Nat Med. 2001, 7 (8): 941-946. 10.1038/90984.CrossRefPubMed
2.
go back to reference Lihn AS, Bruun JM, He G, Pedersen SB, Jensen PF, Richelsen B: Lower expression of adiponectin mRNA in visceral adipose tissue in lean and obese subjects. Mol Cell Endocrinol. 2004, 219 (1–2): 9-15. 10.1016/j.mce.2004.03.002.CrossRefPubMed Lihn AS, Bruun JM, He G, Pedersen SB, Jensen PF, Richelsen B: Lower expression of adiponectin mRNA in visceral adipose tissue in lean and obese subjects. Mol Cell Endocrinol. 2004, 219 (1–2): 9-15. 10.1016/j.mce.2004.03.002.CrossRefPubMed
3.
go back to reference Park KG, Park KS, Kim MJ, Kim HS, Suh YS, Ahn JD, Park KK, Chang YC, Lee IK: Relationship between serum adiponectin and leptin concentrations and body fat distribution. Diabetes Res Clin Pract. 2004, 63 (2): 135-142. 10.1016/j.diabres.2003.09.010.CrossRefPubMed Park KG, Park KS, Kim MJ, Kim HS, Suh YS, Ahn JD, Park KK, Chang YC, Lee IK: Relationship between serum adiponectin and leptin concentrations and body fat distribution. Diabetes Res Clin Pract. 2004, 63 (2): 135-142. 10.1016/j.diabres.2003.09.010.CrossRefPubMed
4.
go back to reference Shand BI, Scott RS, Elder PA, George PM: Plasma adiponectin in overweight, nondiabetic individuals with or without insulin resistance. Diabetes Obes Metab. 2003, 5 (5): 349-353. 10.1046/j.1463-1326.2003.00279.x.CrossRefPubMed Shand BI, Scott RS, Elder PA, George PM: Plasma adiponectin in overweight, nondiabetic individuals with or without insulin resistance. Diabetes Obes Metab. 2003, 5 (5): 349-353. 10.1046/j.1463-1326.2003.00279.x.CrossRefPubMed
5.
go back to reference Tschritter O, Fritsche A, Thamer C, Haap M, Shirkavand F, Rahe S, Staiger H, Maerker E, Haring H, Stumvoll M: Plasma adiponectin concentrations predict insulin sensitivity of both glucose and lipid metabolism. Diabetes. 2003, 52 (2): 239-243. 10.2337/diabetes.52.2.239.CrossRefPubMed Tschritter O, Fritsche A, Thamer C, Haap M, Shirkavand F, Rahe S, Staiger H, Maerker E, Haring H, Stumvoll M: Plasma adiponectin concentrations predict insulin sensitivity of both glucose and lipid metabolism. Diabetes. 2003, 52 (2): 239-243. 10.2337/diabetes.52.2.239.CrossRefPubMed
6.
go back to reference Weyer C, Funahashi T, Tanaka S, Hotta K, Matsuzawa Y, Pratley RE, Tataranni PA: Hypoadiponectinemia in obesity and type 2 diabetes: close association with insulin resistance and hyperinsulinemia. J Clin Endocrinol Metab. 2001, 86 (5): 1930-1935. 10.1210/jc.86.5.1930.CrossRefPubMed Weyer C, Funahashi T, Tanaka S, Hotta K, Matsuzawa Y, Pratley RE, Tataranni PA: Hypoadiponectinemia in obesity and type 2 diabetes: close association with insulin resistance and hyperinsulinemia. J Clin Endocrinol Metab. 2001, 86 (5): 1930-1935. 10.1210/jc.86.5.1930.CrossRefPubMed
7.
go back to reference Matsuda M, Shimomura I, Sata M, Arita Y, Nishida M, Maeda N, Kumada M, Okamoto Y, Nagaretani H, Nishizawa H, et al: Role of adiponectin in preventing vascular stenosis. The missing link of adipo-vascular axis. J Biol Chem. 2002, 277 (40): 37487-37491. 10.1074/jbc.M206083200.CrossRefPubMed Matsuda M, Shimomura I, Sata M, Arita Y, Nishida M, Maeda N, Kumada M, Okamoto Y, Nagaretani H, Nishizawa H, et al: Role of adiponectin in preventing vascular stenosis. The missing link of adipo-vascular axis. J Biol Chem. 2002, 277 (40): 37487-37491. 10.1074/jbc.M206083200.CrossRefPubMed
8.
go back to reference Okamoto Y, Kihara S, Ouchi N, Nishida M, Arita Y, Kumada M, Ohashi K, Sakai N, Shimomura I, Kobayashi H, et al: Adiponectin reduces atherosclerosis in apolipoprotein E-deficient mice. Circulation. 2002, 106 (22): 2767-2770. 10.1161/01.CIR.0000042707.50032.19.CrossRefPubMed Okamoto Y, Kihara S, Ouchi N, Nishida M, Arita Y, Kumada M, Ohashi K, Sakai N, Shimomura I, Kobayashi H, et al: Adiponectin reduces atherosclerosis in apolipoprotein E-deficient mice. Circulation. 2002, 106 (22): 2767-2770. 10.1161/01.CIR.0000042707.50032.19.CrossRefPubMed
9.
go back to reference Cai XJ, Li CJ, Chen L, Rong YY, Zhang Y, Zhang M: A hypothesis: adiponectin mediates anti-atherosclerosis via adventitia-AMPK-iNOS pathway. Med Hypotheses. 2008, 70 (5): 1044-1047. 10.1016/j.mehy.2007.08.012.CrossRefPubMed Cai XJ, Li CJ, Chen L, Rong YY, Zhang Y, Zhang M: A hypothesis: adiponectin mediates anti-atherosclerosis via adventitia-AMPK-iNOS pathway. Med Hypotheses. 2008, 70 (5): 1044-1047. 10.1016/j.mehy.2007.08.012.CrossRefPubMed
10.
go back to reference Tian L, Luo N, Klein RL, Chung BH, Garvey WT, Fu Y: Adiponectin reduces lipid accumulation in macrophage foam cells. Atherosclerosis. 2009, 202 (1): 152-161. 10.1016/j.atherosclerosis.2008.04.011.CrossRefPubMed Tian L, Luo N, Klein RL, Chung BH, Garvey WT, Fu Y: Adiponectin reduces lipid accumulation in macrophage foam cells. Atherosclerosis. 2009, 202 (1): 152-161. 10.1016/j.atherosclerosis.2008.04.011.CrossRefPubMed
11.
go back to reference Butte NF, Comuzzie AG, Cai G, Cole SA, Mehta NR, Bacino CA: Genetic and environmental factors influencing fasting serum adiponectin in Hispanic children. J Clin Endocrinol Metab. 2005, 90 (7): 4170-4176. 10.1210/jc.2004-2328.CrossRefPubMed Butte NF, Comuzzie AG, Cai G, Cole SA, Mehta NR, Bacino CA: Genetic and environmental factors influencing fasting serum adiponectin in Hispanic children. J Clin Endocrinol Metab. 2005, 90 (7): 4170-4176. 10.1210/jc.2004-2328.CrossRefPubMed
12.
go back to reference Chuang LM, Chiu YF, Sheu WH, Hung YJ, Ho LT, Grove J, Rodriguez B, Quertermous T, Chen YD, Hsiung CA, et al: Biethnic comparisons of autosomal genomic scan for loci linked to plasma adiponectin in populations of Chinese and Japanese origin. J Clin Endocrinol Metab. 2004, 89 (11): 5772-5778. 10.1210/jc.2004-0640.CrossRefPubMed Chuang LM, Chiu YF, Sheu WH, Hung YJ, Ho LT, Grove J, Rodriguez B, Quertermous T, Chen YD, Hsiung CA, et al: Biethnic comparisons of autosomal genomic scan for loci linked to plasma adiponectin in populations of Chinese and Japanese origin. J Clin Endocrinol Metab. 2004, 89 (11): 5772-5778. 10.1210/jc.2004-0640.CrossRefPubMed
13.
go back to reference Comuzzie AG, Funahashi T, Sonnenberg G, Martin LJ, Jacob HJ, Black AE, Maas D, Takahashi M, Kihara S, Tanaka S, et al: The genetic basis of plasma variation in adiponectin, a global endophenotype for obesity and the metabolic syndrome. J Clin Endocrinol Metab. 2001, 86 (9): 4321-4325. 10.1210/jc.86.9.4321.CrossRefPubMed Comuzzie AG, Funahashi T, Sonnenberg G, Martin LJ, Jacob HJ, Black AE, Maas D, Takahashi M, Kihara S, Tanaka S, et al: The genetic basis of plasma variation in adiponectin, a global endophenotype for obesity and the metabolic syndrome. J Clin Endocrinol Metab. 2001, 86 (9): 4321-4325. 10.1210/jc.86.9.4321.CrossRefPubMed
14.
go back to reference Guo X, Saad MF, Langefeld CD, Williams AH, Cui J, Taylor KD, Norris JM, Jinagouda S, Darwin CH, Mitchell BD, et al: Genome-wide linkage of plasma adiponectin reveals a major locus on chromosome 3q distinct from the adiponectin structural gene: the IRAS family study. Diabetes. 2006, 55 (6): 1723-1730. 10.2337/db05-0428.CrossRefPubMed Guo X, Saad MF, Langefeld CD, Williams AH, Cui J, Taylor KD, Norris JM, Jinagouda S, Darwin CH, Mitchell BD, et al: Genome-wide linkage of plasma adiponectin reveals a major locus on chromosome 3q distinct from the adiponectin structural gene: the IRAS family study. Diabetes. 2006, 55 (6): 1723-1730. 10.2337/db05-0428.CrossRefPubMed
15.
go back to reference Pollin TI, Tanner K, O'Connell JR, Ott SH, Damcott CM, Shuldiner AR, McLenithan JC, Mitchell BD: Linkage of plasma adiponectin levels to 3q27 explained by association with variation in the APM1 gene. Diabetes. 2005, 54 (1): 268-274. 10.2337/diabetes.54.1.268.CrossRefPubMed Pollin TI, Tanner K, O'Connell JR, Ott SH, Damcott CM, Shuldiner AR, McLenithan JC, Mitchell BD: Linkage of plasma adiponectin levels to 3q27 explained by association with variation in the APM1 gene. Diabetes. 2005, 54 (1): 268-274. 10.2337/diabetes.54.1.268.CrossRefPubMed
16.
go back to reference Tejero ME, Cai G, Goring HH, Diego V, Cole SA, Bacino CA, Butte NF, Comuzzie AG: Linkage analysis of circulating levels of adiponectin in Hispanic children. Int J Obes (Lond). 2007, 31 (3): 535-542. 10.1038/sj.ijo.0803436.CrossRef Tejero ME, Cai G, Goring HH, Diego V, Cole SA, Bacino CA, Butte NF, Comuzzie AG: Linkage analysis of circulating levels of adiponectin in Hispanic children. Int J Obes (Lond). 2007, 31 (3): 535-542. 10.1038/sj.ijo.0803436.CrossRef
17.
go back to reference Koh KK, Quon MJ, Han SH, Chung WJ, Ahn JY, Seo YH, Choi IS, Shin EK: Additive beneficial effects of fenofibrate combined with atorvastatin in the treatment of combined hyperlipidemia. J Am Coll Cardiol. 2005, 45 (10): 1649-1653. 10.1016/j.jacc.2005.02.052.CrossRefPubMed Koh KK, Quon MJ, Han SH, Chung WJ, Ahn JY, Seo YH, Choi IS, Shin EK: Additive beneficial effects of fenofibrate combined with atorvastatin in the treatment of combined hyperlipidemia. J Am Coll Cardiol. 2005, 45 (10): 1649-1653. 10.1016/j.jacc.2005.02.052.CrossRefPubMed
18.
go back to reference Hiuge A, Tenenbaum A, Maeda N, Benderly M, Kumada M, Fisman EZ, Tanne D, Matas Z, Hibuse T, Fujita K, et al: Effects of peroxisome proliferator-activated receptor ligands, bezafibrate and fenofibrate, on adiponectin level. Arterioscler Thromb Vasc Biol. 2007, 27 (3): 635-641. 10.1161/01.ATV.0000256469.06782.d5.CrossRefPubMed Hiuge A, Tenenbaum A, Maeda N, Benderly M, Kumada M, Fisman EZ, Tanne D, Matas Z, Hibuse T, Fujita K, et al: Effects of peroxisome proliferator-activated receptor ligands, bezafibrate and fenofibrate, on adiponectin level. Arterioscler Thromb Vasc Biol. 2007, 27 (3): 635-641. 10.1161/01.ATV.0000256469.06782.d5.CrossRefPubMed
19.
go back to reference Koh KK, Han SH, Quon MJ, Yeal Ahn J, Shin EK: Beneficial effects of fenofibrate to improve endothelial dysfunction and raise adiponectin levels in patients with primary hypertriglyceridemia. Diabetes Care. 2005, 28 (6): 1419-1424. 10.2337/diacare.28.6.1419.CrossRefPubMed Koh KK, Han SH, Quon MJ, Yeal Ahn J, Shin EK: Beneficial effects of fenofibrate to improve endothelial dysfunction and raise adiponectin levels in patients with primary hypertriglyceridemia. Diabetes Care. 2005, 28 (6): 1419-1424. 10.2337/diacare.28.6.1419.CrossRefPubMed
20.
go back to reference Anderlova K, Dolezalova R, Housova J, Bosanska L, Haluzikova D, Kremen J, Skrha J, Haluzik M: Influence of PPAR-alpha agonist fenofibrate on insulin sensitivity and selected adipose tissue-derived hormones in obese women with type 2 diabetes. Physiol Res. 2007, 56 (5): 579-586.PubMed Anderlova K, Dolezalova R, Housova J, Bosanska L, Haluzikova D, Kremen J, Skrha J, Haluzik M: Influence of PPAR-alpha agonist fenofibrate on insulin sensitivity and selected adipose tissue-derived hormones in obese women with type 2 diabetes. Physiol Res. 2007, 56 (5): 579-586.PubMed
21.
go back to reference Oki K, Koide J, Nakanishi S, Nakashima R, Yamane K: Fenofibrate increases high molecular weight adiponectin in subjects with hypertriglyceridemia. Endocr J. 2007, 54 (3): 431-435. 10.1507/endocrj.K06-172.CrossRefPubMed Oki K, Koide J, Nakanishi S, Nakashima R, Yamane K: Fenofibrate increases high molecular weight adiponectin in subjects with hypertriglyceridemia. Endocr J. 2007, 54 (3): 431-435. 10.1507/endocrj.K06-172.CrossRefPubMed
22.
go back to reference Lai CQ, Arnett DK, Corella D, Straka RJ, Tsai MY, Peacock JM, Adiconis X, Parnell LD, Hixson JE, Province MA, et al: Fenofibrate effect on triglyceride and postprandial response of apolipoprotein A5 variants: the GOLDN study. Arterioscler Thromb Vasc Biol. 2007, 27 (6): 1417-1425. 10.1161/ATVBAHA.107.140103.CrossRefPubMed Lai CQ, Arnett DK, Corella D, Straka RJ, Tsai MY, Peacock JM, Adiconis X, Parnell LD, Hixson JE, Province MA, et al: Fenofibrate effect on triglyceride and postprandial response of apolipoprotein A5 variants: the GOLDN study. Arterioscler Thromb Vasc Biol. 2007, 27 (6): 1417-1425. 10.1161/ATVBAHA.107.140103.CrossRefPubMed
23.
24.
go back to reference Warodomwichit D, Ordovas J, Shen J, Arnett DK, Tsai MY, Kabagambe EK, Peacock JM, Hixson JE, Straka RJ, Province MA, et al: The genetic variations in the promoter region at adiponectin gene (ADIPOQ) modulate the effect of monounsaturated fatty acid (MUFA) intake on body mass index (BMI) and obesity risk: The Genetics of Lipid Lowering Drugs and Diet Network Study. Obesity (Silver Spring). 2009, 17 (3): 510-517. 10.1038/oby.2008.583.CrossRef Warodomwichit D, Ordovas J, Shen J, Arnett DK, Tsai MY, Kabagambe EK, Peacock JM, Hixson JE, Straka RJ, Province MA, et al: The genetic variations in the promoter region at adiponectin gene (ADIPOQ) modulate the effect of monounsaturated fatty acid (MUFA) intake on body mass index (BMI) and obesity risk: The Genetics of Lipid Lowering Drugs and Diet Network Study. Obesity (Silver Spring). 2009, 17 (3): 510-517. 10.1038/oby.2008.583.CrossRef
25.
go back to reference Kern PA, Di Gregorio GB, Lu T, Rassouli N, Ranganathan G: Adiponectin expression from human adipose tissue: relation to obesity, insulin resistance, and tumor necrosis factor-alpha expression. Diabetes. 2003, 52 (7): 1779-1785. 10.2337/diabetes.52.7.1779.CrossRefPubMed Kern PA, Di Gregorio GB, Lu T, Rassouli N, Ranganathan G: Adiponectin expression from human adipose tissue: relation to obesity, insulin resistance, and tumor necrosis factor-alpha expression. Diabetes. 2003, 52 (7): 1779-1785. 10.2337/diabetes.52.7.1779.CrossRefPubMed
26.
go back to reference Menzaghi C, Trischitta V, Doria A: Genetic influences of adiponectin on insulin resistance, type 2 diabetes, and cardiovascular disease. Diabetes. 2007, 56 (5): 1198-1209. 10.2337/db06-0506.CrossRefPubMed Menzaghi C, Trischitta V, Doria A: Genetic influences of adiponectin on insulin resistance, type 2 diabetes, and cardiovascular disease. Diabetes. 2007, 56 (5): 1198-1209. 10.2337/db06-0506.CrossRefPubMed
27.
go back to reference Chagnon YC, Perusse L, Lamothe M, Chagnon M, Nadeau A, Dionne FT, Gagnon J, Chung WK, Leibel RL, Bouchard C: Suggestive linkages between markers on human 1p32-p22 and body fat and insulin levels in the Quebec Family Study. Obes Res. 1997, 5 (2): 115-121.CrossRefPubMed Chagnon YC, Perusse L, Lamothe M, Chagnon M, Nadeau A, Dionne FT, Gagnon J, Chung WK, Leibel RL, Bouchard C: Suggestive linkages between markers on human 1p32-p22 and body fat and insulin levels in the Quebec Family Study. Obes Res. 1997, 5 (2): 115-121.CrossRefPubMed
28.
go back to reference Platte P, Papanicolaou GJ, Johnston J, Klein CM, Doheny KF, Pugh EW, Roy-Gagnon MH, Stunkard AJ, Francomano CA, Wilson AF: A study of linkage and association of body mass index in the Old Order Amish. Am J Med Genet C Semin Med Genet. 2003, 121C (1): 71-80. 10.1002/ajmg.c.20005.CrossRefPubMed Platte P, Papanicolaou GJ, Johnston J, Klein CM, Doheny KF, Pugh EW, Roy-Gagnon MH, Stunkard AJ, Francomano CA, Wilson AF: A study of linkage and association of body mass index in the Old Order Amish. Am J Med Genet C Semin Med Genet. 2003, 121C (1): 71-80. 10.1002/ajmg.c.20005.CrossRefPubMed
29.
go back to reference Ehm MG, Karnoub MC, Sakul H, Gottschalk K, Holt DC, Weber JL, Vaske D, Briley D, Briley L, Kopf J, et al: Genomewide search for type 2 diabetes susceptibility genes in four American populations. Am J Hum Genet. 2000, 66 (6): 1871-1881. 10.1086/302950.CrossRefPubMedPubMedCentral Ehm MG, Karnoub MC, Sakul H, Gottschalk K, Holt DC, Weber JL, Vaske D, Briley D, Briley L, Kopf J, et al: Genomewide search for type 2 diabetes susceptibility genes in four American populations. Am J Hum Genet. 2000, 66 (6): 1871-1881. 10.1086/302950.CrossRefPubMedPubMedCentral
30.
go back to reference Zhao JY, Xiong MM, Huang W, Wang H, Zuo J, Wu GD, Chen Z, Qiang BQ, Zhang ML, Chen JL, et al: An autosomal genomic scan for loci linked to type 2 diabetes in northern Han Chinese. J Mol Med. 2005, 83 (3): 209-215. 10.1007/s00109-004-0587-3.CrossRefPubMed Zhao JY, Xiong MM, Huang W, Wang H, Zuo J, Wu GD, Chen Z, Qiang BQ, Zhang ML, Chen JL, et al: An autosomal genomic scan for loci linked to type 2 diabetes in northern Han Chinese. J Mol Med. 2005, 83 (3): 209-215. 10.1007/s00109-004-0587-3.CrossRefPubMed
31.
go back to reference Bruun JM, Lihn AS, Verdich C, Pedersen SB, Toubro S, Astrup A, Richelsen B: Regulation of adiponectin by adipose tissue-derived cytokines: in vivo and in vitro investigations in humans. Am J Physiol Endocrinol Metab. 2003, 285 (3): E527-533.CrossRefPubMed Bruun JM, Lihn AS, Verdich C, Pedersen SB, Toubro S, Astrup A, Richelsen B: Regulation of adiponectin by adipose tissue-derived cytokines: in vivo and in vitro investigations in humans. Am J Physiol Endocrinol Metab. 2003, 285 (3): E527-533.CrossRefPubMed
32.
go back to reference Bernstein EL, Koutkia P, Ljungquist K, Breu J, Canavan B, Grinspoon S: Acute regulation of adiponectin by free fatty acids. Metabolism. 2004, 53 (6): 790-793. 10.1016/j.metabol.2003.12.023.CrossRefPubMed Bernstein EL, Koutkia P, Ljungquist K, Breu J, Canavan B, Grinspoon S: Acute regulation of adiponectin by free fatty acids. Metabolism. 2004, 53 (6): 790-793. 10.1016/j.metabol.2003.12.023.CrossRefPubMed
Metadata
Title
Suggestion for linkage of chromosome 1p35.2 and 3q28 to plasma adiponectin concentrations in the GOLDN Study
Authors
Laura J Rasmussen-Torvik
James S Pankow
James M Peacock
Ingrid B Borecki
James E Hixson
Michael Y Tsai
Edmond K Kabagambe
Donna K Arnett
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2009
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/1471-2350-10-39

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