{"title":"Relationship of cardiometabolic disease risk factors with age and spinal cord injury duration.","authors":"Hannah W Mercier, Ryan Solinsky, J Andrew Taylor","doi":"10.1080/10790268.2022.2065410","DOIUrl":null,"url":null,"abstract":"<p><strong>Context/objectives: </strong>Cardiometabolic disease (CMD) is increased after spinal cord injury (SCI), with an increased number of CMD risk factors that relate to higher mortality. The study objective was to characterize the relationship of age and injury duration with CMD.</p><p><strong>Design: </strong>Retrospective cohort assessment of CMD risks using unbiased recursive partitioning to divide for group comparison: (1) Lowest Risk, (2) Moderate Risk, and (3) Highest Risk based on classification and regression trees predicting CMD diagnosis by age and injury duration.</p><p><strong>Setting: </strong>Academic rehabilitation center laboratory.</p><p><strong>Participants: </strong>Adults (<i>N</i> = 103; aged 18-75) with traumatic SCI (C4-L2) of 3 months to 42 years duration.</p><p><strong>Interventions: </strong>NA.</p><p><strong>Outcome measures: </strong>CMD risk factors (obesity, insulin resistance, dyslipidemia, and hypertension) using Paralyzed Veterans of America SCI-specific guidelines.</p><p><strong>Results: </strong>Obesity was prevalent (82%) and co-occurred with most other risk factors present. Age increased odds for CMD diagnosis by 1.05 per year (<i>P</i> = 0.02) and was directly related to elevated body mass index (BMI, β = 0.42, <i>P</i> < 0.05), fasting glucose (β = 0.58, <i>P</i> < 0.01), and higher systolic blood pressure (β = 0.31, <i>P</i> < 0.10). In contrast, time since injury contributed to lower risk factor count (β = -0.29, <i>P</i> < 0.10) and higher HDL-C (β = 0.50, <i>P</i> < 0.01), and was not related to odds of CMD diagnosis.</p><p><strong>Conclusion: </strong>While SCI is linked to an increased risk of CMD, age is associated with higher CMD risk. Increased SCI duration related to improvement in individual CMD risk factors but did not decrease overall risk for CMD diagnosis. SCI may not uniformly increase CMD risks and highlight a necessary focus on weight management for risk prevention.</p>","PeriodicalId":49582,"journal":{"name":"Russian Mathematical Surveys","volume":"30 1","pages":"379-386"},"PeriodicalIF":1.4000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11044727/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Russian Mathematical Surveys","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/10790268.2022.2065410","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2022/4/29 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"MATHEMATICS","Score":null,"Total":0}
引用次数: 0
Abstract
Context/objectives: Cardiometabolic disease (CMD) is increased after spinal cord injury (SCI), with an increased number of CMD risk factors that relate to higher mortality. The study objective was to characterize the relationship of age and injury duration with CMD.
Design: Retrospective cohort assessment of CMD risks using unbiased recursive partitioning to divide for group comparison: (1) Lowest Risk, (2) Moderate Risk, and (3) Highest Risk based on classification and regression trees predicting CMD diagnosis by age and injury duration.
Setting: Academic rehabilitation center laboratory.
Participants: Adults (N = 103; aged 18-75) with traumatic SCI (C4-L2) of 3 months to 42 years duration.
Interventions: NA.
Outcome measures: CMD risk factors (obesity, insulin resistance, dyslipidemia, and hypertension) using Paralyzed Veterans of America SCI-specific guidelines.
Results: Obesity was prevalent (82%) and co-occurred with most other risk factors present. Age increased odds for CMD diagnosis by 1.05 per year (P = 0.02) and was directly related to elevated body mass index (BMI, β = 0.42, P < 0.05), fasting glucose (β = 0.58, P < 0.01), and higher systolic blood pressure (β = 0.31, P < 0.10). In contrast, time since injury contributed to lower risk factor count (β = -0.29, P < 0.10) and higher HDL-C (β = 0.50, P < 0.01), and was not related to odds of CMD diagnosis.
Conclusion: While SCI is linked to an increased risk of CMD, age is associated with higher CMD risk. Increased SCI duration related to improvement in individual CMD risk factors but did not decrease overall risk for CMD diagnosis. SCI may not uniformly increase CMD risks and highlight a necessary focus on weight management for risk prevention.
期刊介绍:
Russian Mathematical Surveys is a high-prestige journal covering a wide area of mathematics. The Russian original is rigorously refereed in Russia and the translations are carefully scrutinised and edited by the London Mathematical Society. The survey articles on current trends in mathematics are generally written by leading experts in the field at the request of the Editorial Board.