{"title":"心脏代谢疾病风险因素与年龄和脊髓损伤持续时间的关系。","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":"{\"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}","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
摘要
背景/目的:脊髓损伤(SCI)后,心脏代谢疾病(CMD)会增加,CMD风险因素的增加与死亡率升高有关。研究目的是确定年龄和受伤时间与CMD的关系:设计:使用无偏递归分区法对CMD风险进行回顾性队列评估,以便进行分组比较:(1) 最低风险;(2) 中等风险;(3) 最高风险:学术康复中心实验室:成人(N = 103;18-75 岁),创伤性 SCI(C4-L2),持续时间为 3 个月至 42 年:干预措施:不适用:采用美国瘫痪退伍军人协会 SCI 专属指南评估 CMD 风险因素(肥胖、胰岛素抵抗、血脂异常和高血压):结果:肥胖症普遍存在(82%),并与大多数其他风险因素同时存在。年龄使 CMD 诊断几率每年增加 1.05(P = 0.02),并与体质指数(BMI,β = 0.42,P P P P P P 结论:虽然 SCI 与 CMD 诊断几率增加有关,但这并不意味着 SCI 会增加 CMD 诊断几率:虽然 SCI 与 CMD 风险增加有关,但年龄与更高的 CMD 风险相关。SCI 持续时间的延长与个别 CMD 风险因素的改善有关,但不会降低 CMD 诊断的总体风险。SCI可能不会一致地增加CMD风险,并强调有必要关注体重管理以预防风险。
Relationship of cardiometabolic disease risk factors with age and spinal cord injury duration.
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.