Eisenberg Dan, Arnow Katherine D, Barreto Nicolas B, Davis Kristen, LaVela Sherri L, Frayne Susan M, Nevedal Andrea L, Wu Justina, Harris Alex H S
Center for Innovation to Implementation VA Palo Alto Health Care System Palo Alto California USA.
Stanford-Surgery Policy Improvement Research & Education Center Stanford School of Medicine Stanford California USA.
Obes Sci Pract. 2022 Nov 1;9(3):253-260. doi: 10.1002/osp4.643. eCollection 2023 Jun.
The prevalence of obesity and comorbidities is high in the population with spinal cord injury (SCI). We sought to determine the effect of SCI on the functional form of the relationship between body mass index (BMI) and risk of developing nonalcoholic fatty liver disease (NAFLD), and assess whether SCI-specific mapping of BMI to risk of developing NAFLD is needed.
Longitudinal cohort study comparing Veterans Health Administration patients with a diagnosis of SCI to a 1:2 matched control group without SCI. The relationship between BMI and development of NAFLD at any time was assessed with propensity score matched Cox regression models; NAFLD development at 10-year with a propensity score matched logistic model. The positive predictive value of developing NAFLD at 10 years was calculated for BMI 19-45 kg/m.
14,890 individuals with SCI met study inclusion criteria, and 29,780 Non-SCI individuals in matched control group. Overall, 9.2% in SCI group and 7.3% in Non-SCI group developed NAFLD during the study period. A logistic model assessing the relationship between BMI and the probability of developing a diagnosis of NAFLD demonstrated that the probability of developing disease increased as BMI increased in both cohorts. The probability was significantly higher in the SCI cohort at each BMI threshold ( < 0.01), and increased at a higher rate compared with the Non-SCI cohort as BMI increased 19-45 kg/m. Positive predictive value for developing a diagnosis of NAFLD was higher in the SCI group for any given BMI threshold from 19 kg/m to BMI 45 kg/m.
The probability of developing NAFLD is greater in individuals with SCI than without SCI, at every BMI level 19 kg/m to 45 kg/m. Individuals with SCI may warrant a higher level of suspicion and closer screening for NAFLD. The association of SCI and BMI is not linear.
脊髓损伤(SCI)人群中肥胖及合并症的患病率较高。我们试图确定SCI对体重指数(BMI)与非酒精性脂肪性肝病(NAFLD)发病风险之间关系的功能形式的影响,并评估是否需要针对SCI进行BMI与NAFLD发病风险的特定映射。
纵向队列研究,将诊断为SCI的退伍军人健康管理局患者与1:2匹配的无SCI对照组进行比较。使用倾向评分匹配的Cox回归模型评估BMI与任何时间NAFLD发生之间的关系;使用倾向评分匹配的逻辑模型评估10年时NAFLD的发生情况。计算BMI为19 - 45kg/m²时10年发生NAFLD的阳性预测值。
14890名SCI个体符合研究纳入标准,匹配对照组中有29780名非SCI个体。总体而言,研究期间SCI组9.2%的个体和非SCI组7.3%的个体发生了NAFLD。评估BMI与NAFLD诊断概率之间关系的逻辑模型表明,两个队列中疾病发生概率均随BMI增加而增加。在每个BMI阈值下,SCI队列中的概率显著更高(P < 0.01),并且随着BMI从19kg/m²增加到45kg/m²,与非SCI队列相比,SCI队列中概率增加的速率更高。对于从19kg/m²到45kg/m²的任何给定BMI阈值,SCI组中NAFLD诊断的阳性预测值更高。
在BMI为19kg/m²至45kg/m²的每个水平上,SCI个体发生NAFLD的概率高于无SCI个体。SCI个体可能需要更高程度的怀疑并更密切地筛查NAFLD。SCI与BMI之间的关联不是线性的。