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基于相关因素的秘鲁特鲁希略市居民动脉粥样硬化风险预测模型

Predictive Models of Atherogenic Risk in Citizens of Trujillo (Peru) Based on Associated Factors.

作者信息

Bustamante Gallo Jackeline Del Pilar, Neglia Cermeño Cinthya Stephany, Díaz-Ortega Jorge Luis, Yupari-Azabache Irma Luz

机构信息

Escuela Profesional de Nutrición, Universidad César Vallejo, Trujillo 13001, Peru.

Institutos y Centros de Investigación, Universidad César Vallejo, Trujillo 13001, Peru.

出版信息

Nutrients. 2024 Nov 29;16(23):4138. doi: 10.3390/nu16234138.

Abstract

BACKGROUND/OBJECTIVES: Atherogenic risk is related to lipid metabolism imbalance and the likelihood of cardiovascular disease (CVD). The purpose of this study was to determine predictive models based on physiological parameters, family history, and lifestyle for atherogenic risk, assessed by indicators such as total cholesterol (TC)/HDL, triglycerides/HDL, LDL/HDL, and non-HDL cholesterol in citizens of the city of Trujillo (Peru).

METHODS

A total of 267 people, recruited from September to December 2023, participated in the study. Their lipid profile, glycaemia, abdominal perimeter, and blood pressure were determined, and questionnaires were applied with questions on diet, physical activity, alcohol consumption, smoking, hours of sleep, and family history. Binary logistic regression was considered to determine prediction models for each atherogenic risk indicator.

RESULTS

High values were found for all atherogenic indicators; dietary habits were poor in 86.1%; physical activity was low in 35.2%; hours of sleep were less than 7 h in 64.4%; and alcohol and tobacco consumption were low in 8.2% and 9%, respectively. The family history of CVD corresponded to the mother, father, grandmother, and grandfather in 53.2%, 44.9%, 30.3% and 25.1%, respectively. In addition to the inclusion of BMI in the predictive models of atherogenic risk, for the case of total cholesterol/HDL, the variable grandparental history and female sex were included; for TG/HDL, low physical activity, male sex, and alcohol consumption were associated; and for LDL/HDL and non-HDL cholesterol, female sex and age were associated.

CONCLUSION

The best prediction model for atherogenic risk is the corresponding model for TG/HDL, without ignoring the grandfather's history of CVD and age.

摘要

背景/目的:致动脉粥样硬化风险与脂质代谢失衡及心血管疾病(CVD)的发生可能性相关。本研究旨在基于生理参数、家族史和生活方式,确定用于预测秘鲁特鲁希略市市民致动脉粥样硬化风险的模型,该风险通过总胆固醇(TC)/高密度脂蛋白(HDL)、甘油三酯/HDL、低密度脂蛋白(LDL)/HDL和非HDL胆固醇等指标进行评估。

方法

2023年9月至12月招募的267人参与了本研究。测定了他们的血脂谱、血糖、腹围和血压,并发放了关于饮食、体育活动、饮酒、吸烟、睡眠时间和家族史的问卷。采用二元逻辑回归确定每种致动脉粥样硬化风险指标的预测模型。

结果

所有致动脉粥样硬化指标值均较高;86.1%的人饮食习惯不良;35.2%的人体育活动量低;64.4%的人睡眠时间不足7小时;分别有8.2%和9%的人饮酒和吸烟量低。CVD家族史中,母亲、父亲、祖母和祖父的比例分别为53.2%、44.9%、30.3%和25.1%。除了将体重指数(BMI)纳入致动脉粥样硬化风险的预测模型外,对于总胆固醇/HDL的情况,还纳入了祖父母病史和女性性别变量;对于甘油三酯/HDL,低体育活动、男性性别和饮酒与之相关;对于LDL/HDL和非HDL胆固醇,女性性别和年龄与之相关。

结论

致动脉粥样硬化风险的最佳预测模型是甘油三酯/HDL的相应模型,同时不能忽视祖父的CVD病史和年龄。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/323a/11644772/dfc2c704ba9d/nutrients-16-04138-g001.jpg

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