Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2014 Apr;63(4):461-8.
doi: 10.1016/j.metabol.2013.11.018. Epub 2013 Dec 4.

Genome-wide association study identifies common loci influencing circulating glycated hemoglobin (HbA1c) levels in non-diabetic subjects: the Long Life Family Study (LLFS)

Ping An  1 , Iva Miljkovic  2 , Bharat Thyagarajan  3 , Aldi T Kraja  4 , E Warwick Daw  4 , James S Pankow  5 , Elizabeth Selvin  6 , W H Linda Kao  6 , Nisa M Maruthur  7 , Micahel A Nalls  8 , Yongmei Liu  9 , Tamara B Harris  10 , Joseph H Lee  11 , Ingrid B Borecki  4 , Kaare Christensen  12 , John H Eckfeldt  3 , Richard Mayeux  11 , Thomas T Perls  13 , Anne B Newman  2 , Michael A Province  4
Affiliations

Genome-wide association study identifies common loci influencing circulating glycated hemoglobin (HbA1c) levels in non-diabetic subjects: the Long Life Family Study (LLFS)

Ping An et al. Metabolism. 2014 Apr.

Abstract

Objective: Glycated hemoglobin (HbA1c) is a stable index of chronic glycemic status and hyperglycemia associated with progressive development of insulin resistance and frank diabetes. It is also associated with premature aging and increased mortality. To uncover novel loci for HbA1c that are associated with healthy aging, we conducted a genome-wide association study (GWAS) using non-diabetic participants in the Long Life Family Study (LLFS), a study with familial clustering of exceptional longevity in the US and Denmark.

Methods: A total of 4088 non-diabetic subjects from the LLFS were used for GWAS discoveries, and a total of 8231 non-diabetic subjects from the Atherosclerosis Risk in Communities Study (ARIC, in the MAGIC Consortium) and the Health, Aging, and Body Composition Study (HABC) were used for GWAS replications. HbA1c was adjusted for age, sex, centers, 20 principal components, without and with BMI. A linear mixed effects model was used for association testing.

Results: Two known loci at GCK rs730497 (or rs2908282) and HK1 rs17476364 were confirmed (p<5e-8). Of 25 suggestive (5e-8<p<1e-5) loci, one known (G6PC2 rs560887, replication p=5e-5) and one novel (OR10R3P/SPTA1- rs12041363, replication p=1e-17) loci were replicated (p<0.0019). Similar findings resulted when HbA1c was further adjusted for BMI. Further validations are crucial for the remaining suggestive loci including the emerged variant near OR10R3P/SPTA1.

Conclusions: The analysis reconfirmed two known GWAS loci (GCK, HK1) and identified 25 suggestive loci including one reconfirmed variant in G6PC2 and one replicated variant near OR10R3P/SPTA1. Future focused survey of sequence elements containing mainly functional and regulatory variants may yield additional findings.

Keywords: Genome-wide association study; Glucose; Insulin resistance and diabetes; Non-enzymatic glycation; Premature aging processes.

PubMed Disclaimer

Conflict of interest statement

Conflict of interest

The authors declare that there is no duality of interest associated with this manuscript.

Figures

Fig. 1
Fig. 1
Manhattan plot of GWAS results for HbA1c without BMI adjustment (filters, MAF < 0.01, Hardy-Weinberg p < 1e–6). Black horizontal reference line denotes –log10(5e–8) for significant association criterion. Grey horizontal reference line denotes –log10(1e–5) for suggestive association criterion.
Fig. 2
Fig. 2
Manhattan plot of GWAS results for HbA1c with BMI adjustment.
See this image and copyright information in PMC

Similar articles

See all similar articles

Cited by

See all "Cited by" articles

References

    1. O’Sullivan JB, Mahan CM. Mortality related to diabetes and blood glucose levels in a community study. Am J Epidemiol. 1982;116:678–684. - PubMed
    1. Asadollahi K, Beeching N, Gill G. Hyperglycaemia and mortality. J R Soc Med. 2007;100:503–507. - PMC - PubMed
    1. DeGroot J. The AGE of the matrix: chemistry, consequence and curve. Current Opinion in Pharmacology. 2004;4:301–305. - PubMed
    1. International Expert Committee. International Expert Committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care. 2009;32:1327–1334. - PMC - PubMed
    1. American Diabetes Association. Executive summary: standards of medical care in diabetes – 2009. Diabetes Care. 2009;32(Suppl 1):S6–S12. - PMC - PubMed

Publication types

Substances

Grants and funding