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退伍军人老龄化队列研究指数预测 HIV 感染死亡率的准确性:北美跨队列分析。

Predictive accuracy of the Veterans Aging Cohort Study index for mortality with HIV infection: a North American cross cohort analysis.

机构信息

Department of Internal Medicine, Yale University and the Veterans Affairs Healthcare System, West Haven, CT 06516, USA.

出版信息

J Acquir Immune Defic Syndr. 2013 Feb 1;62(2):149-63. doi: 10.1097/QAI.0b013e31827df36c.

Abstract

BACKGROUND

By supplementing an index composed of HIV biomarkers and age (restricted index) with measures of organ injury, the Veterans Aging Cohort Study (VACS) index more completely reflects risk of mortality. We compare the accuracy of the VACS and restricted indices (1) among subjects outside the Veterans Affairs Healthcare System, (2) more than 1-5 years of prior exposure to antiretroviral therapy (ART), and (3) within important patient subgroups.

METHODS

We used data from 13 cohorts in the North American AIDS Cohort Collaboration (n = 10, 835) limiting analyses to HIV-infected subjects with at least 12 months exposure to ART. Variables included demographic, laboratory (CD4 count, HIV-1 RNA, hemoglobin, platelets, aspartate and alanine transaminase, creatinine, and hepatitis C status), and survival. We used C-statistics and net reclassification improvement (NRI) to test discrimination varying prior ART exposure from 1 to 5 years. We then combined Veterans Affairs Healthcare System (n = 5066) and North American AIDS Cohort Collaboration data, fit a parametric survival model, and compared predicted to observed mortality by cohort, gender, age, race, and HIV-1 RNA level.

RESULTS

Mean follow-up was 3.3 years (655 deaths). Compared with the restricted index, the VACS index showed greater discrimination (C-statistics: 0.77 vs. 0.74; NRI: 12%; P < 0.0001). NRI was highest among those with HIV-1 RNA <500 copies per milliliter (25%) and age ≥50 years (20%). Predictions were similar to observed mortality among all subgroups.

CONCLUSIONS

VACS index scores discriminate risk and translate into accurate mortality estimates over 1-5 years of exposure to ART and for diverse patient subgroups from North American.

摘要

背景

通过在由 HIV 生物标志物和年龄组成的指数(受限指数)中加入器官损伤指标,可以更全面地反映死亡风险。我们比较了 Veterans Aging Cohort Study(VACS)指数和受限指数(1)在退伍军人医疗保健系统之外的人群中的准确性,(2)接受抗逆转录病毒治疗(ART)超过 1-5 年的人群,以及(3)在重要患者亚组中的准确性。

方法

我们使用了北美艾滋病队列合作组织(North American AIDS Cohort Collaboration)的 13 个队列的数据(n=10835),将分析限制在至少接受 12 个月 ART 治疗的 HIV 感染患者中。变量包括人口统计学、实验室(CD4 计数、HIV-1 RNA、血红蛋白、血小板、天冬氨酸转氨酶和丙氨酸转氨酶、肌酐和丙型肝炎状态)和生存情况。我们使用 C 统计量和净重新分类改善(net reclassification improvement,NRI)来检验在不同 ART 暴露时间(1-5 年)下的区分能力。然后,我们结合退伍军人医疗保健系统(n=5066)和北美艾滋病队列合作组织的数据,拟合了一个参数生存模型,并根据队列、性别、年龄、种族和 HIV-1 RNA 水平比较了预测死亡率和观察死亡率。

结果

平均随访时间为 3.3 年(655 例死亡)。与受限指数相比,VACS 指数显示出更高的区分能力(C 统计量:0.77 与 0.74;NRI:12%;P<0.0001)。在 HIV-1 RNA<500 拷贝/毫升(25%)和年龄≥50 岁(20%)的患者中,NRI 最高。在所有亚组中,预测死亡率与观察死亡率相似。

结论

VACS 指数评分可区分风险,并在接受 ART 治疗 1-5 年和来自北美的不同患者亚组中准确估计死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5157/3619393/1465f8a2b9a0/nihms429682f1.jpg

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