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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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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 |
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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 |
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