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Peripheral Blood Transcriptomic Signatures of Fasting Glucose and Insulin Concentrations

Brian H. Chen, Marie‐France Hivert, Marjolein J. Peters, Luke C. Pilling, Jake Hogan, Lisa Pham, Lorna W. Harries, Caroline S. Fox, Stefania Bandinelli, Abbas Dehghan, Dena G. Hernandez, Albert Hofman D, Jaeyoung Hong, Roby Joehanes, Andrew D. Johnson

Diabetes · 2016 · ▲ 28 citations

Abstract

Genome-wide association studies (GWAS) have successfully identified genetic loci associated with glycemic traits. However, characterizing the functional significance of these loci has proven challenging. We sought to gain insights into the regulation of fasting insulin and fasting glucose through the use of gene expression microarray data from peripheral blood samples of participants without diabetes in the Framingham Heart Study (FHS) (n = 5,056), the Rotterdam Study (RS) (n = 723), and the InCHIANTI Study (Invecchiare in Chianti) (n = 595). Using a false discovery rate q <0.05, we identified three transcripts associated with fasting glucose and 433 transcripts associated with fasting insulin levels after adjusting for age, sex, technical covariates, and complete blood cell counts. Among the findings, circulating IGF2BP2 transcript levels were positively associated with fasting insulin in both the FHS and RS. Using 1000 Genomes-imputed genotype data, we identified 47,587 cis-expression quantitative trait loci (eQTL) and 6,695 trans-eQTL associated with the 433 significant insulin-associated transcripts. Of note, we identified a trans-eQTL (rs592423), where the A allele was associated with higher IGF2BP2 levels and with fasting insulin in an independent genetic meta-analysis comprised of 50,823 individuals. We conclude that integration of genomic and transcriptomic data implicate circulating IGF2BP2 mRNA levels associated with glucose and insulin homeostasis.

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Provenance

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OpenAlex
DOI
10.2337/db16-0470
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2026-10-15 MST

Cite this

APA
Chen, B.H., Hivert, M., Peters, M.J., Pilling, L.C., Hogan, J., Pham, L., Harries, L.W., Fox, C.S., Bandinelli, S., Dehghan, A., Hernandez, D.G., D, A.H., Hong, J., Joehanes, R., Johnson, A.D., Munson, P.J., Rybin, D., Singleton, A., Uitterlinden, A.G., &amp; Ying, S. (2016). Peripheral Blood Transcriptomic Signatures of Fasting Glucose and Insulin Concentrations. <em>Diabetes</em>. https://doi.org/10.2337/db16-0470
Vancouver
Chen BH, Hivert M, Peters MJ, Pilling LC, Hogan J, Pham L, et al. Peripheral Blood Transcriptomic Signatures of Fasting Glucose and Insulin Concentrations. Diabetes. 2016. doi:10.2337/db16-0470.
BibTeX
@unpublished{brian2016Periph, title = {Peripheral Blood Transcriptomic Signatures of Fasting Glucose and Insulin Concentrations}, author = {Brian H. Chen and Marie‐France Hivert and Marjolein J. Peters and Luke C. Pilling and Jake Hogan and Lisa Pham and Lorna W. Harries and Caroline S. Fox and Stefania Bandinelli and Abbas Dehghan and Dena G. Hernandez and Albert Hofman D and Jaeyoung Hong and Roby Joehanes and Andrew D. Johnson and Peter J. Munson and Denis Rybin and Andrew Singleton and André Gerardus Uitterlinden and Saixia Ying and MAGIC Investigators and David R. Melzer and Daniel A Levy and Joyce B. J. van Meurs and Luigi Ferrucci}, journal = {Diabetes}, year = {2016}, doi = {10.2337/db16-0470}, }

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