# Association of plasma remnant cholesterol with cognitive function in the middle-aged and elderly Chinese adults with type 2 diabetes: a cross-sectional study

**Authors:** Xiuwen Ren, Chengjun Zhang, Zhi Duan, Sen Zhao, Zhihong Zhang, Xueying Zhang, Yu Sha, Lianyun Ju, Jie Mu, Yiyao Gu, Yunyun Gong, Linhong Yuan, Xinjing Guo, Ying Wang

PMC · DOI: 10.3389/fnut.2026.1705243 · Frontiers in Nutrition · 2026-02-05

## TL;DR

Higher levels of plasma remnant cholesterol are linked to a greater risk of mild cognitive impairment in middle-aged and elderly Chinese adults with and without type 2 diabetes.

## Contribution

This study identifies a nonlinear relationship between remnant cholesterol and cognitive decline in Chinese adults with type 2 diabetes.

## Key findings

- Higher plasma remnant cholesterol levels are associated with increased risk of mild cognitive impairment in both T2DM and non-T2DM individuals.
- A nonlinear dose-response relationship exists between plasma remnant cholesterol and MCI risk.
- Consuming vegetables, legumes, and fish is linked to lower remnant cholesterol levels.

## Abstract

The relationship between plasma remnant cholesterol (RC) level and cognitive function in middle-aged and older Chinese adults with type 2 diabetes (T2DM) was unclear.

One thousand eight hundred seventeen participants aged 55 to 75 were recruited from communities in Beijing. Demographic information and daily dietary intakes were collected by self-designed questionnaire. Fasting venous blood was obtained for quantitative analysis of plasma lipid parameters. The Montreal Cognitive Assessment (MoCA) was used to assess cognitive function. To explore the association between plasma RC and the risk of mild cognitive impairment (MCI), we performed logistic regression analysis and restricted cubic spline (RCS). Additionally, subgroup analyses were conducted to assess the influence of potential co-founders on the association.

Plasma RC level was negatively correlated with daily intakes of vegetable, legume and fish intakes in patients with T2DM, and with daily intakes of cereals, vegetables, and legumes in non-T2DM subjects. Participants with plasma RC levels in the second (Q2), third (Q3), and fourth (Q4) quartiles had a higher risk for MCI compared to those in the first quartile (Q1) level of plasma RC, both in T2DM and non-T2DM participants. RCS results indicated a nonlinear relationship between plasma RC levels and the risk of MCI. Subgroup analysis showed that the association between plasma RC levels and the risk of MCI was pronounced in females and subjects aged 60 and above.

An increase in plasma RC level is a potential risk factor for MCI. A plasma RC concentration below 0.578 mmol/L can decrease the risk of MCI in middle-aged and older individuals with T2DM. Similarly, a plasma RC concentration below 0.581 mmol/L may lower the risk of MCI in non-T2DM subjects. Consuming vegetables and legumes daily could help reduce the concentration of RC.

This graphical abstract illustrates the association between plasma remnant cholesterol (RC), and the risk of mild cognitive impairment (MCI) among middle-aged and older adults with and without type 2 diabetes mellitus (T2DM). Higher plasma RC levels are associated with an increased risk of MCI in both T2DM and non-T2DM populations, exhibiting a nonlinear dose-response relationship. Dietary patterns rich in vegetables, legumes, cereals, and fish are negatively correlated with plasma RC concentrations.Illustration showing the correlation between plasma remnant cholesterol (RC) and mild cognitive impairment (MCI) in individuals with and without type 2 diabetes (T2DM). The left section depicts dietary differences: non-T2DM individuals consume vegetables, legumes, and seeds, while T2DM individuals have more fish. The right section features data analysis indicating that RC is a non-linear risk factor for MCI. Graphs and statistical data support this finding, with positive and negative correlations highlighted.

This graphical abstract illustrates the association between plasma remnant cholesterol (RC), and the risk of mild cognitive impairment (MCI) among middle-aged and older adults with and without type 2 diabetes mellitus (T2DM). Higher plasma RC levels are associated with an increased risk of MCI in both T2DM and non-T2DM populations, exhibiting a nonlinear dose-response relationship. Dietary patterns rich in vegetables, legumes, cereals, and fish are negatively correlated with plasma RC concentrations.

## Linked entities

- **Diseases:** type 2 diabetes (MONDO:0005148)

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** abnormal glucose metabolism (MESH:D044882), CKD (MESH:D051436), cerebrovascular disease (MESH:D002561), vascular injury (MESH:D057772), ischemic stroke (MESH:D002544), diabetes (MESH:D003920), cardiovascular and cerebrovascular disease (MESH:D002318), AD (MESH:D000544), MCI (MESH:D060825), atherosclerosis (MESH:D050197), DQD (MESH:C535290), Dyslipidemia (MESH:D050171), vascular dementia (MESH:D015140), inflammation (MESH:D007249), chronic disease (MESH:D002908), cognitive decline (MESH:D003072), metabolic abnormalities (MESH:D008659), atherosclerotic plaque (MESH:D058226), cerebral arteriosclerosis (MESH:D002537), dementia (MESH:D003704), CVA (MESH:D020521), T2DM (MESH:D003924)
- **Chemicals:** phytosterols (MESH:D010840), TG (MESH:D014280), Omega-3 fatty acids (MESH:D015525), unsaturated fatty acids (MESH:D005231), RC (-), blood glucose (MESH:D001786), Cholesterol (MESH:D002784), glucose (MESH:D005947), alcohol (MESH:D000438), oxysterols (MESH:D000072376), lipid (MESH:D008055), steroid hormones (MESH:D013256)
- **Species:** Homo sapiens (human, species) [taxon 9606], Glycine max (soybean, species) [taxon 3847]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12922238/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12922238/full.md

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Source: https://tomesphere.com/paper/PMC12922238