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基于竞争风险模型的老年人轻度认知损害转归研究
  • ISSN号:0254-6450
  • 期刊名称:《中华流行病学杂志》
  • 时间:0
  • 分类:R195.1[医药卫生—卫生统计学;医药卫生—卫生事业管理;医药卫生—公共卫生与预防医学]
  • 作者机构:[1]山西医科大学公共卫生学院,太原030001
  • 相关基金:国家自然科学基金(81373106)
中文摘要:

的 将竞争风险模型应用于老年人轻度认知损害(MCI)转归研究,探讨MCI向阿尔茨海默病(AD)转归的影响因素并进行转归预测。方法 利用太原市600例社区老年人2010年10月至2013年5月每6个月随访1次的共6次随访数据,以MCI作为暂态,AD与发生AD前死亡分别作为两个吸收态,发生AD前死亡为AD的竞争风险事件,构建竞争风险模型,获得模型参数,分析MCI向AD转归的影响因素,同时根据多状态模型估计3年转移概率。结果 经过多因素竞争风险模型筛选,高年龄(HR=1.56,95%CI:1.01~2.39)、女性(HR=1.72,95%CI:1.02~2.92)、高文化程度(HR=0.64,95%CI:0.41~1.00)、经常读书看报(HR=0.57,95%CI:0.32~0.99)、有高血压(HR=3.43,95%CI:1.08~10.85)和高SBP(HR=1.67,95%CI:1.04~2.66)是MCI转移为AD的影响因素。MCI 3年后转移为AD的概率为10.7%(95%CI:8.6%~13.2%)。结论 年龄、性别、文化程度、高血压,读书看报和SBP对MCI状态向AD状态的转归过程有影响。竞争风险模型对具有多种潜在结局的纵向资料分析有一定的优势。

英文摘要:

Objective To introduce the competing risk model into outcome prediction of mild cognitive impairment (MCI) of seniors and to explore influencing factors for the prognosis of MCI to Alzheimer's disease (AD). Methods Data were collected from six follow-up visits to 600 seniors from communities in Taiyuan city, which were conducted at an interval of six months from October 2010 to May 2013. MCI state was defined as the transient state, AD and death before AD as two absorbing states (death before AD in which was regarded as a competing risk event), building the competing risk model to identify the model parameters, and to explore influencing factors on MCI prognosis to AD. In the meantime, the 3-year MCI-AD transition probability was estimated based on the multi-state Markov model. Results Based on screening with the multivariate competing risk model analysis,factors such as higher age (estimate HR=1.56,95%CI:1.01-2.39), female gender (HR=1.72,95%CI:1.02-2.92), higher education(HR=0.64, 95%CI:0.41-1.00),reading frequently(HR=0.57,95%CI:0.32-0.99),hypertension (HR=3.43,95%CI:1.08-10.85) and high SBP(HR=1.67,95%CI:1.04-2.66), were statistically significant for transition from MCI to AD in three years. 3-year MCI-AD transition probability was 10.7%(95%CI:8.6%-13.2%). Conclusion Age,gender,education,reading and blood pressure were the influencing factors for the prognosis of MCI to AD. Competing risk model was advantageous in studying longitudinal data with multiple potential outcomes.

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期刊信息
  • 《中华流行病学杂志》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中华医学会
  • 主编:
  • 地址:北京昌平区昌百路155号传染病所B115
  • 邮编:102206
  • 邮箱:lxbonly@public3.bta.net.cn
  • 电话:010-58900730
  • 国际标准刊号:ISSN:0254-6450
  • 国内统一刊号:ISSN:11-2338/R
  • 邮发代号:2-73
  • 获奖情况:
  • 1999年预防医学会优秀期刊一等奖,1996年中华医学会中华预防医学会优秀期刊奖
  • 国内外数据库收录:
  • 美国化学文摘(网络版),美国生物医学检索系统,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:62798