# Examining the role of systemic inflammation as a mediator of the glycaemia-brain volume associations in women

**Authors:** Nasri Fatih, Nish Chaturvedi, Victoria Garfield, Carole H. Sudre, Richard J. Silverwood, David M. Cash, Ian B. Malone, Josephine Barnes, Marcus Richards, Jonathan M. Schott, Alun D. Hughes, Sarah-Naomi James, Pratibha Nerurkar, Pratibha Nerurkar, Pratibha Nerurkar

PMC · DOI: 10.1371/journal.pone.0329046 · 2026-03-10

## TL;DR

This study investigates if inflammation explains how mid-life blood sugar levels affect brain volume in older women.

## Contribution

The study explores whether systemic inflammation mediates the link between glycaemia and brain health in women.

## Key findings

- Fasting glucose was associated with higher GlycA levels but not with CRP or IL-6.
- Inflammatory markers were not significantly linked to brain volume outcomes.
- No evidence of inflammation mediating glycaemia-brain health associations was found.

## Abstract

Previous studies have found that diabetes and its mechanistic factors (e.g., glycaemia) are associated with poorer cognitive and brain health. There is also growing evidence of sex differences in how diabetes manifests itself and impacts the brain. The mechanisms through which this association manifests itself are still poorly understood, but the possible role of inflammation has been proposed. This study aims to explore whether the relationship between mid-life glycaemia and brain volumes in later-life in women is mediated by systemic inflammation. The sample consisted of female participants from the National Survey of Health and Development (NSHD) who underwent neuroimaging as part of the Insight 46 sub-study. Path analysis models were then constructed between glycaemic markers (age 60−64) and brain health outcomes (age 69−71) with adjustments for social and metabolic confounders (age 60−64). Although fasting glucose was associated with higher GlycA levels (β = 0.05 [0.01, 0.10], p = 0.005), associations with CRP and IL-6 were weaker and not statistically significant (e.g., IL-6: β = 0.10 [−0.04, 0.30], p = 0.102). However, we did not find evidence that inflammatory markers were associated with brain volume outcomes (e.g., IL-6 and whole brain volume: β = −3.4 [−8.1, 1.3], p = 0.092; IL-6 and grey matter volume: β = −0.4 [−1.9, 1.0], p = 0.512). Consequently, indirect (mediated) effects via systemic inflammation were not observed. This suggests that alternative mechanisms beyond inflammation may contribute to the relationship between mid-life glycaemia and later-life brain health.

## Linked entities

- **Diseases:** diabetes (MONDO:0005015)

## Full-text entities

- **Genes:** HK1 (hexokinase 1) [NCBI Gene 3098] {aka CNSHA5, HK, HK1-ta, HK1-tb, HK1-tc, HKD}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, BTF3P11 (basic transcription factor 3 pseudogene 11) [NCBI Gene 690] {aka BRF3L1, BTF3L1, HUMBTFB, OCIF, OPG, TNFRSF11B}, G6PD (glucose-6-phosphate dehydrogenase) [NCBI Gene 2539] {aka CNSHA1, G6PD1}
- **Diseases:** Inflammation (MESH:D007249), IR (MESH:C537629), NLR (MESH:D015467), abnormal glucose metabolism (MESH:D044882), neuroinflammation (MESH:D000090862), AD (MESH:D000544), Diabetes (MESH:D003920), COPD (MESH:D029424), small vessel disease (MESH:D059345), neurological disorders (MESH:D009461), acute infections (MESH:D000208), Arthritis (MESH:D001168), infection (MESH:D007239), Immune (MESH:D007154), systemic (MESH:D015619), dementia (MESH:D003704), T2D (MESH:D003924), NSHD (MESH:D002658)
- **Chemicals:** glycemia (MESH:D001786), GlycA. (-), glucose (MESH:D005947), ROS (MESH:D017382), Alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12974826/full.md

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Source: https://tomesphere.com/paper/PMC12974826