Depression in Type 2 Diabetes: Association with Higher Insulin Resistance and Increased Low Grade Inflammation

Background: Depression is approximately twice as prevalent in type 2 diabetes (T2D) compared to non-diabetic individuals, but its underlying mechanisms remain unclear. Insulin resistance (IR) and low-grade inflammation have been proposed as potential contributors. This study investigated whether IR and inflammatory markers are associated with depression in people with T2D. Methods: This cross-sectional study included 189 participants divided into four groups: T2D with depression (A, n = 38), T2D without depression (B, n = 60), depression without T2D (C, n = 44), and healthy controls (D, n = 47). Depression was diagnosed using the MINI-6 and HAMD scale. IR was assessed using the Matsuda index and HOMA-IR, while low-grade inflammation was evaluated by high-sensitivity C-reactive protein (hs-CRP) and interleukin-6 (IL-6). Results: The Matsuda index was significantly lower in group A compared with B, C and D groups (p < 0.001). HOMA-IR was higher in A than in C and D groups, though not significantly different from group B. Hs-CRP was highest in group A (p < 0.001), with no differences among B, C and D. IL-6 was significantly higher in A than B and D (p < 0.001), and similar between A and C. In multivariable analysis younger age, lower Matsuda index, and higher IL-6 independently predicted depression in people with T2D. ROC analysis detected an AUC of 0.75 (p < 0.001) for IL-6, with a sensitivity of 57% and specificity of 82% at the cutoff of 5.29 pg/mL. Conclusions: Our findings suggest that people with T2D and depression exhibit higher IR and elevated IL-6 and hs-CRP levels as parameters of low-grade inflammation. Depression in T2D was associated with younger age, lower Matsuda ISI, and higher IL-6, highlighting the potential relevance of those metabolic and inflammatory biomarkers in this co-occurrence. Further longitudinal studies are needed to clarify causal relationships.

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Journal
Diabetology
Published
2026-03-03
DOI
https://doi.org/10.3390/diabetology7030051
Primary Topic
Tryptophan and brain disorders
Type
article
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0.00
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article

Depression in Type 2 Diabetes: Association with Higher Insulin Resistance and Increased Low Grade Inflammation

Marija V. Macesic, Sanja Stanković, Milica Stoiljković, Nikola Jovanović et al.
Diabetology
Tryptophan and brain disorders
article

Depression in Type 2 Diabetes: Association with Higher Insulin Resistance and Increased Low Grade Inflammation

Marija V. Macesic, Sanja Stanković, Milica Stoiljković, Nikola Jovanović, Ljiljana Lukić, Jelena Stanarčić Gajović, Aleksandra Jotić, Nina Krako Jakovljevic, Tanja J. Milicic, Djurdja P. Rafailovic, Ognjen Milićević, Kasja Pavlović, Olivera Vuković, Katarina S. Lalic, Nebojsa M. Lalic, Mina Bozic, Dusica Lecic Tosevski, Stefan Maric
article en

Abstract

Background: Depression is approximately twice as prevalent in type 2 diabetes (T2D) compared to non-diabetic individuals, but its underlying mechanisms remain unclear. Insulin resistance (IR) and low-grade inflammation have been proposed as potential contributors. This study investigated whether IR and inflammatory markers are associated with depression in people with T2D. Methods: This cross-sectional study included 189 participants divided into four groups: T2D with depression (A, n = 38), T2D without depression (B, n = 60), depression without T2D (C, n = 44), and healthy controls (D, n = 47). Depression was diagnosed using the MINI-6 and HAMD scale. IR was assessed using the Matsuda index and HOMA-IR, while low-grade inflammation was evaluated by high-sensitivity C-reactive protein (hs-CRP) and interleukin-6 (IL-6). Results: The Matsuda index was significantly lower in group A compared with B, C and D groups (p < 0.001). HOMA-IR was higher in A than in C and D groups, though not significantly different from group B. Hs-CRP was highest in group A (p < 0.001), with no differences among B, C and D. IL-6 was significantly higher in A than B and D (p < 0.001), and similar between A and C. In multivariable analysis younger age, lower Matsuda index, and higher IL-6 independently predicted depression in people with T2D. ROC analysis detected an AUC of 0.75 (p < 0.001) for IL-6, with a sensitivity of 57% and specificity of 82% at the cutoff of 5.29 pg/mL. Conclusions: Our findings suggest that people with T2D and depression exhibit higher IR and elevated IL-6 and hs-CRP levels as parameters of low-grade inflammation. Depression in T2D was associated with younger age, lower Matsuda ISI, and higher IL-6, highlighting the potential relevance of those metabolic and inflammatory biomarkers in this co-occurrence. Further longitudinal studies are needed to clarify causal relationships.

DiabetologyVol. 7(3)
Serbian Academy of Sciences and Arts (RS), University of Kragujevac (RS), University of Belgrade (RS), Univerzitetski Klinički Centar Srbije (RS), Institute of Mental Health (RS)
Good health and well-being
Openalex Percentile: Top 44%
Tryptophan and brain disorders
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