Cargando…

Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses

BACKGROUND: Insulin resistance (IR) with associated compensatory hyperinsulinemia (HI) are early abnormalities in the etiology of prediabetes (preT2D) and type 2 diabetes (T2D). IR and HI also associate with increased erythrocytosis. Hemoglobin A1c (HbA1c) is commonly used to diagnose and monitor pr...

Descripción completa

Detalles Bibliográficos
Autores principales: Nguyen, Anthony, Khafagy, Rana, Hashemy, Habiba, Kuo, Kevin H. M., Roshandel, Delnaz, Paterson, Andrew D., Dash, Satya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064082/
https://www.ncbi.nlm.nih.gov/pubmed/37008938
http://dx.doi.org/10.3389/fendo.2023.1146099
_version_ 1785017833557590016
author Nguyen, Anthony
Khafagy, Rana
Hashemy, Habiba
Kuo, Kevin H. M.
Roshandel, Delnaz
Paterson, Andrew D.
Dash, Satya
author_facet Nguyen, Anthony
Khafagy, Rana
Hashemy, Habiba
Kuo, Kevin H. M.
Roshandel, Delnaz
Paterson, Andrew D.
Dash, Satya
author_sort Nguyen, Anthony
collection PubMed
description BACKGROUND: Insulin resistance (IR) with associated compensatory hyperinsulinemia (HI) are early abnormalities in the etiology of prediabetes (preT2D) and type 2 diabetes (T2D). IR and HI also associate with increased erythrocytosis. Hemoglobin A1c (HbA1c) is commonly used to diagnose and monitor preT2D and T2D, but can be influenced by erythrocytosis independent of glycemia. METHODS: We undertook bidirectional Mendelian randomization (MR) in individuals of European ancestry to investigate potential causal associations between increased fasting insulin adjusted for BMI (FI), erythrocytosis and its non-glycemic impact on HbA1c. We investigated the association between the triglyceride-glucose index (TGI), a surrogate measure of IR and HI, and glycation gap (difference between measured HbA1c and predicted HbA1c derived from linear regression of fasting glucose) in people with normoglycemia and preT2D. RESULTS: Inverse variance weighted MR (IVWMR) suggested that increased FI increases hemoglobin (Hb, b=0.54 ± 0.09, p=2.7 x 10(-10)), red cell count (RCC, b=0.54 ± 0.12, p=5.38x10(-6)) and reticulocyte (RETIC, b=0.70 ± 0.15, p=2.18x10(-6)). Multivariable MR indicated that increased FI did not impact HbA1c (b=0.23 ± 0.16, p=0.162) but reduced HbA1c after adjustment for T2D (b=0.31 ± 0.13, p=0.016). Increased Hb (b=0.03 ± 0.01, p=0.02), RCC (b=0.02 ± 0.01, p=0.04) and RETIC (b=0.03 ± 0.01, p=0.002) might modestly increase FI. In the observational cohort, increased TGI associated with decreased glycation gap, (i.e., measured HbA1c was lower than expected based on fasting glucose, (b=-0.09 ± 0.009, p<0.0001)) in people with preT2D but not in those with normoglycemia (b=0.02 ± 0.007, p<0.0001). CONCLUSIONS: MR suggests increased FI increases erythrocytosis and might potentially decrease HbA1c by non-glycemic effects. Increased TGI, a surrogate measure of increased FI, associates with lower-than-expected HbA1c in people with preT2D. These findings merit confirmatory studies to evaluate their clinical significance.
format Online
Article
Text
id pubmed-10064082
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-100640822023-04-01 Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses Nguyen, Anthony Khafagy, Rana Hashemy, Habiba Kuo, Kevin H. M. Roshandel, Delnaz Paterson, Andrew D. Dash, Satya Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Insulin resistance (IR) with associated compensatory hyperinsulinemia (HI) are early abnormalities in the etiology of prediabetes (preT2D) and type 2 diabetes (T2D). IR and HI also associate with increased erythrocytosis. Hemoglobin A1c (HbA1c) is commonly used to diagnose and monitor preT2D and T2D, but can be influenced by erythrocytosis independent of glycemia. METHODS: We undertook bidirectional Mendelian randomization (MR) in individuals of European ancestry to investigate potential causal associations between increased fasting insulin adjusted for BMI (FI), erythrocytosis and its non-glycemic impact on HbA1c. We investigated the association between the triglyceride-glucose index (TGI), a surrogate measure of IR and HI, and glycation gap (difference between measured HbA1c and predicted HbA1c derived from linear regression of fasting glucose) in people with normoglycemia and preT2D. RESULTS: Inverse variance weighted MR (IVWMR) suggested that increased FI increases hemoglobin (Hb, b=0.54 ± 0.09, p=2.7 x 10(-10)), red cell count (RCC, b=0.54 ± 0.12, p=5.38x10(-6)) and reticulocyte (RETIC, b=0.70 ± 0.15, p=2.18x10(-6)). Multivariable MR indicated that increased FI did not impact HbA1c (b=0.23 ± 0.16, p=0.162) but reduced HbA1c after adjustment for T2D (b=0.31 ± 0.13, p=0.016). Increased Hb (b=0.03 ± 0.01, p=0.02), RCC (b=0.02 ± 0.01, p=0.04) and RETIC (b=0.03 ± 0.01, p=0.002) might modestly increase FI. In the observational cohort, increased TGI associated with decreased glycation gap, (i.e., measured HbA1c was lower than expected based on fasting glucose, (b=-0.09 ± 0.009, p<0.0001)) in people with preT2D but not in those with normoglycemia (b=0.02 ± 0.007, p<0.0001). CONCLUSIONS: MR suggests increased FI increases erythrocytosis and might potentially decrease HbA1c by non-glycemic effects. Increased TGI, a surrogate measure of increased FI, associates with lower-than-expected HbA1c in people with preT2D. These findings merit confirmatory studies to evaluate their clinical significance. Frontiers Media S.A. 2023-03-17 /pmc/articles/PMC10064082/ /pubmed/37008938 http://dx.doi.org/10.3389/fendo.2023.1146099 Text en Copyright © 2023 Nguyen, Khafagy, Hashemy, Kuo, Roshandel, Paterson and Dash https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Nguyen, Anthony
Khafagy, Rana
Hashemy, Habiba
Kuo, Kevin H. M.
Roshandel, Delnaz
Paterson, Andrew D.
Dash, Satya
Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title_full Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title_fullStr Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title_full_unstemmed Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title_short Investigating the association between fasting insulin, erythrocytosis and HbA1c through Mendelian randomization and observational analyses
title_sort investigating the association between fasting insulin, erythrocytosis and hba1c through mendelian randomization and observational analyses
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064082/
https://www.ncbi.nlm.nih.gov/pubmed/37008938
http://dx.doi.org/10.3389/fendo.2023.1146099
work_keys_str_mv AT nguyenanthony investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT khafagyrana investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT hashemyhabiba investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT kuokevinhm investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT roshandeldelnaz investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT patersonandrewd investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses
AT dashsatya investigatingtheassociationbetweenfastinginsulinerythrocytosisandhba1cthroughmendelianrandomizationandobservationalanalyses