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March 5, 2026Diabetology0 citationsOpen Access

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

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JGJelena Stanarčić GajovićDTDusica Lecic TosevskiKLKatarina Lalić

Key Result

In type 2 diabetes, depression is associated with significantly lower Matsuda index (insulin sensitivity) and higher IL-6 and hs-CRP levels, indicating increased insulin resistance and inflammation.

Key Points

  • The study aims to explore the relationship between insulin resistance, low-grade inflammation, and depression in individuals with type 2 diabetes.
  • Cross-sectional design involving 189 participants in four groups based on depression and diabetes status.
  • Depression diagnosed using the MINI-6 and HAMD scale.
  • Insulin resistance measured with the Matsuda index and HOMA-IR.
  • Inflammatory markers evaluated through hs-CRP and IL-6 levels.
  • Significantly lower Matsuda index in T2D with depression compared to other groups.
  • Higher HOMA-IR in T2D with depression versus depression without T2D and healthy controls.
  • Highest hs-CRP levels found in T2D with depression.
  • IL-6 levels significantly elevated in T2D with depression relative to some other groups.
  • Younger age, lower Matsuda index, and higher IL-6 predicted depression in T2D.

Structured PICO

Are insulin resistance and inflammatory markers associated with depression in people with type 2 diabetes?

P
Population
189 participants divided into four groups: type 2 diabetes (T2D) with depression (n=38), T2D without depression (n=60), depression without T2D (n=44), and healthy controls (n=47).
O
Outcome
Insulin resistance (assessed by Matsuda index and HOMA-IR) and low-grade inflammation (assessed by hs-CRP and IL-6)surrogate

In patients with type 2 diabetes, the co-occurrence of depression is associated with higher insulin resistance and elevated markers of low-grade inflammation such as IL-6 and hs-CRP.

Limitations

  • Cross-sectional design prevents clarification of causal relationships

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.

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Cite This Study

Gajović et al. (2026) studied this question. In type 2 diabetes, depression is associated with significantly lower Matsuda index (insulin sensitivity) and higher IL-6 and hs-CRP levels, indicating increased insulin resistance and inflammation.

synapsesocial.com/papers/69a91dedd6127c7a504c1484https://doi.org/10.3390/diabetology7030051
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Differential associations of somatic and cognitive-affective symptoms of depression with inflammation and insulin resistance: cross-sectional and longitudinal results from the Emotional Distress Sub-Study of the GRADE study2025 · 15 citations
  2. 2A Systematic Review and Meta-analysis of the Association Between Depression and Insulin Resistance2013 · 363 citations
  3. 3Approved IFCC Reference Method for the Measurement of HbA1c in Human Blood2002 · 658 citations
  4. 4A RATING SCALE FOR DEPRESSION1960 · 32,910 citations
  5. 5The prevalence of co‐morbid depression in adults with Type 2 diabetes: a systematic review and meta‐analysis2006 · 1,299 citations