Toward a Prognostic Model for Mortality Risk in Older People Living With HIV: A Prospective Cohort Study From Southwestern China

医学 列线图 比例危险模型 四分位数 危险系数 人口学 前瞻性队列研究 队列 队列研究 老年学 内科学 置信区间 社会学
作者
Bin Yu,Dan Wu,Chuanteng Feng,Peng Xu,Jan D. Reinhardt,Shujuan Yang
出处
期刊:Journal of the American Medical Directors Association [Elsevier BV]
卷期号:25 (2): 243-251 被引量:1
标识
DOI:10.1016/j.jamda.2023.05.033
摘要

The existing prognostic models for mortality risk in people living with HIV (PLWH) may not be applicable for older PLWH because the risk factors were confined to biomarkers and clinical variables. We developed and validated a nomogram for the prognosis of all-cause mortality in older PLWH based on comprehensive predictors.Prospective cohort study.We included 824 participants aged ≥50 years (mean age, 64.0 ± 7.6 years) from 30 study sites in Sichuan, China, and followed up from Nov 2018 to Mar 2021.Data on demographics, biomarkers, and clinical indicators were extracted from the registry; mental and social factors were assessed by a survey. Elastic net was used to select predictors. A nomogram was developed based on Cox proportional hazards regression model to visualize the relative effect size (points) of the selected predictors. The prognostic index (PI) was calculated by summing points of all predictors to quantify mortality risk.Predictive performance of PI from the nomogram was good, with area under the curve of 0.76 for the training set, and 0.77 for the validation set. Change in CD4 count, virological failure in antiretroviral therapy, and living with comorbidities were robust predictors. Depressive symptoms were an important predictor in men, those aged ≥65 years, and those with time of diagnosis <1 year; low social capital was an additional predictor in people aged <65. Mortality risk increased approximately 10-fold among participants whose PI was in the fourth quartile compared with those in the first quartile (hazard ratio, 9.5; 95% CI, 2.9-31.5).Although biological and clinical factors are crucial predictors, mental and social predictors are essential for specific groups. The developed nomogram is useful for identifying risk factors and groups at risk of mortality in older PLWH.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
arniu2008应助科研通管家采纳,获得30
刚刚
田様应助科研通管家采纳,获得10
1秒前
1秒前
arniu2008应助科研通管家采纳,获得30
1秒前
小蘑菇应助科研通管家采纳,获得10
1秒前
lalala应助科研通管家采纳,获得10
1秒前
1秒前
lcy完成签到 ,获得积分10
2秒前
汉堡包应助hunhun采纳,获得10
3秒前
zhaoyaoshi完成签到 ,获得积分10
3秒前
科研通AI2S应助shouyu29采纳,获得10
6秒前
bill完成签到,获得积分10
6秒前
芬芬完成签到 ,获得积分10
6秒前
小许完成签到 ,获得积分10
16秒前
高大以南完成签到,获得积分10
17秒前
18秒前
无花果应助阔达的秀发采纳,获得10
18秒前
落寞的紫夏完成签到 ,获得积分10
21秒前
奔腾小马完成签到 ,获得积分10
22秒前
John完成签到,获得积分10
23秒前
慕容杏子完成签到,获得积分10
23秒前
24秒前
26秒前
邓邓完成签到 ,获得积分10
26秒前
来杯冰美式完成签到,获得积分10
27秒前
Tonald Yang完成签到 ,获得积分20
27秒前
Much完成签到 ,获得积分10
27秒前
章诚完成签到,获得积分10
28秒前
弥淮完成签到,获得积分10
28秒前
mor完成签到 ,获得积分10
29秒前
Yanz发布了新的文献求助10
30秒前
汤人雄发布了新的文献求助10
30秒前
hunhun发布了新的文献求助10
31秒前
Lucas应助walker007采纳,获得10
32秒前
听寒完成签到,获得积分10
33秒前
安静严青完成签到 ,获得积分10
34秒前
JamesPei应助xiangshu采纳,获得10
36秒前
科研通AI2S应助hunhun采纳,获得10
36秒前
风轻完成签到 ,获得积分10
38秒前
牛奶煮萝莉完成签到 ,获得积分10
39秒前
高分求助中
Malcolm Fraser : a biography 680
Signals, Systems, and Signal Processing 610
天津市智库成果选编 600
Climate change and sports: Statistics report on climate change and sports 500
Forced degradation and stability indicating LC method for Letrozole: A stress testing guide 500
Organic Reactions Volume 118 400
A Foreign Missionary on the Long March: The Unpublished Memoirs of Arnolis Hayman of the China Inland Mission 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6459163
求助须知:如何正确求助?哪些是违规求助? 8268343
关于积分的说明 17621504
捐赠科研通 5528320
什么是DOI,文献DOI怎么找? 2905905
邀请新用户注册赠送积分活动 1882616
关于科研通互助平台的介绍 1727721