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应用生长曲线模型确定南非抗逆转录病毒治疗的 HIV 阳性成年人中不同 BMI 轨迹组。

Growth curve modelling to determine distinct BMI trajectory groups in HIV-positive adults on antiretroviral therapy in South Africa.

机构信息

Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA.

Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.

出版信息

AIDS. 2019 Nov 1;33(13):2049-2059. doi: 10.1097/QAD.0000000000002302.

Abstract

OBJECTIVE

Obesity is a major long-term concern in HIV-positive patients due to the pathogenic link between obesity and noncommunicable chronic diseases (NCDs). We aim to characterize changes in BMI over time on antiretroviral therapy (ART) and investigate the association between weight gain and survival in South Africa.

DESIGN AND METHODS

A prospective cohort study among HIV-positive adults on first-line ART between April 2004 and 2015 in Johannesburg, South Africa. We used latent-class growth modelling (adjusted for age, sex and CD4 cell count) to identify groups of individuals with similar patterns of change in BMI over time.

RESULTS

Eleven thousand, two hundred and sixty-three patients were included. The best fit model involved two linear and two quadratic trajectories. Thirty-five percent of patients were categorized into group one (mean BMI at ART initiation, 20.4 kg/m; mean BMI after 8 years of follow-up, 20.9 kg/m), 38% into group two (24.5-26.2 kg/m), 21% into group three (29.5-32.6 kg/m) and 6% into group four (36.5-40.0 kg/m). Over the 8 years of follow-up, 6% of our cohort went down in BMI standard category, while 45% went up. The largest increase occurred in the first 12 months on ART. In years 2 through 8, we saw a more gradual increase in BMI.

CONCLUSION

The largest gain in BMI in HIV patients occurred in the first year on ART. During follow-up, over 50% of our population changed BMI categories putting them at an increased risk for NCDs. Consistent counselling on nutritional and lifestyle changes could help improve ART patients' long-term health outcomes.

摘要

目的

肥胖是 HIV 阳性患者的一个长期主要问题,因为肥胖与非传染性慢性疾病(NCD)之间存在发病关联。我们旨在描述抗逆转录病毒治疗(ART)期间 BMI 的随时间变化,并调查南非体重增加与生存之间的关系。

设计和方法

这是一项在南非约翰内斯堡的 HIV 阳性成人中进行的一线 ART 治疗的前瞻性队列研究,时间为 2004 年 4 月至 2015 年。我们使用潜在类别增长模型(根据年龄、性别和 CD4 细胞计数进行调整)来识别随时间变化 BMI 变化模式相似的个体群体。

结果

共纳入 12631 名患者。最佳拟合模型涉及两个线性和两个二次轨迹。35%的患者归入组一(ART 起始时的平均 BMI 为 20.4kg/m,8 年随访后的平均 BMI 为 20.9kg/m),38%归入组二(24.5-26.2kg/m),21%归入组三(29.5-32.6kg/m),6%归入组四(36.5-40.0kg/m)。在 8 年的随访期间,我们的队列中有 6%的人的 BMI 标准类别下降,而 45%的人的 BMI 上升。最大的增长发生在 ART 的前 12 个月。在第 2 至第 8 年,我们看到 BMI 逐渐增加。

结论

HIV 患者的 BMI 增加最大发生在开始 ART 的第一年。在随访期间,我们的人群中有超过 50%的人改变了 BMI 类别,这使他们面临 NCD 风险增加。持续的营养和生活方式改变咨询可以帮助改善 ART 患者的长期健康结局。

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