Association Between Thyroid Function Parameters and Plasma Branched‐Chain Amino and Keto Acids in Patients With Euthyroid Type 2 Diabetes Mellitus

<b>Objectives:</b> The objective of the study is to determine the association between thyroid function parameters and plasma levels of branched-chain amino acids (BCAAs) and their metabolites, branched-chain keto acids (BCKAs), in patients with euthyroid Type 2 diabetes mellitus (T2DM). <b>Methods:</b> We conducted a cross-sectional study among 357 participants with euthyroid T2DM. Plasma BCAAs and BCKAs were measured using enzyme-linked immunosorbent assay (ELISA), while four thyroid function parameters, including triiodothyronine (T3), thyroxine (T4), free triiodothyronine (FT3), and free thyroxine (FT4), were determined by an automatic biochemical analyzer. The variance inflation factor (VIF) was used to investigate variable collinearity. Pearson correlation and multivariate linear regression analysis were used to establish the relationship between BCAAs or BCKAs and thyroid function parameters. <b>Results:</b> The means of T3, T4, FT3, and FT4 were different among the three groups divided by BCAA tertiles (all <i>p</i> < 0.05), and the means of T3 and FT3 were different among the three groups divided by BCKA tertiles (all <i>p</i> < 0.01). Pearson correlation analysis indicated a positive relationship between all the thyroid function parameters and BCAA levels (<i>p</i> < 0.05), while a statistically significant inverse relationship was established between T3 and FT3 levels and BCKA levels (<i>p</i> < 0.01). Collinearity analysis demonstrated no collinearity among the variables (tolerance: 0.501~0.922; VIF: 1.084~1.995). Multivariate linear regression analysis showed that thyroid function parameters were significantly associated with BCAAs (coefficients: 0.042 to 4.614, <i>p</i> < 0.05) and BCKAs (coefficients: -0.200 to -0.156, <i>p</i> < 0.01) after adjusting for other potential confounding factors. <b>Conclusions:</b> Thyroid function parameters positively correlated with plasma BCAAs but negatively correlated with plasma BCKAs in patients with euthyroid T2DM. However, further prospective studies are needed to explore potential causal relationships and verify these findings.

Authors

Institutions

Publication Details

Journal
Journal of Diabetes Research
Published
2025-01-01
DOI
https://doi.org/10.1155/jdr/2540444
Citations
1
Primary Topic
Diet and metabolism studies
Type
article
Field-Weighted Citation Impact
1.16

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association Between Thyroid Function Parameters and Plasma Branched‐Chain Amino and Keto Acids in Patients With Euthyroid Type 2 Diabetes Mellitus

Huihui Zhang, Yuanying Xu, Jie Gao, Xinghua Cai et al.
1 citations
Journal of Diabetes Research
Diet and metabolism studies
1.16
article

Association Between Thyroid Function Parameters and Plasma Branched‐Chain Amino and Keto Acids in Patients With Euthyroid Type 2 Diabetes Mellitus

Huihui Zhang, Yuanying Xu, Jie Gao, Xinghua Cai, Tao Lei, Jun Lu
article en
1 citations

Abstract

<b>Objectives:</b> The objective of the study is to determine the association between thyroid function parameters and plasma levels of branched-chain amino acids (BCAAs) and their metabolites, branched-chain keto acids (BCKAs), in patients with euthyroid Type 2 diabetes mellitus (T2DM). <b>Methods:</b> We conducted a cross-sectional study among 357 participants with euthyroid T2DM. Plasma BCAAs and BCKAs were measured using enzyme-linked immunosorbent assay (ELISA), while four thyroid function parameters, including triiodothyronine (T3), thyroxine (T4), free triiodothyronine (FT3), and free thyroxine (FT4), were determined by an automatic biochemical analyzer. The variance inflation factor (VIF) was used to investigate variable collinearity. Pearson correlation and multivariate linear regression analysis were used to establish the relationship between BCAAs or BCKAs and thyroid function parameters. <b>Results:</b> The means of T3, T4, FT3, and FT4 were different among the three groups divided by BCAA tertiles (all <i>p</i> < 0.05), and the means of T3 and FT3 were different among the three groups divided by BCKA tertiles (all <i>p</i> < 0.01). Pearson correlation analysis indicated a positive relationship between all the thyroid function parameters and BCAA levels (<i>p</i> < 0.05), while a statistically significant inverse relationship was established between T3 and FT3 levels and BCKA levels (<i>p</i> < 0.01). Collinearity analysis demonstrated no collinearity among the variables (tolerance: 0.501~0.922; VIF: 1.084~1.995). Multivariate linear regression analysis showed that thyroid function parameters were significantly associated with BCAAs (coefficients: 0.042 to 4.614, <i>p</i> < 0.05) and BCKAs (coefficients: -0.200 to -0.156, <i>p</i> < 0.01) after adjusting for other potential confounding factors. <b>Conclusions:</b> Thyroid function parameters positively correlated with plasma BCAAs but negatively correlated with plasma BCKAs in patients with euthyroid T2DM. However, further prospective studies are needed to explore potential causal relationships and verify these findings.

Journal of Diabetes ResearchVol. 2025(1)
Anhui Medical University (CN), Shanghai University of Traditional Chinese Medicine (CN), Chengdu University of Traditional Chinese Medicine (CN)
Chengdu University of Traditional Chinese Medicine, Chengdu University
Openalex Percentile: Top 21%
Diet and metabolism studies
1.16
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.