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学习笔记:临床回顾性研究实用指南(一)

  • 2026-03-28 09:58:36
学习笔记:临床回顾性研究实用指南(一)
写在前面:
    工作和练功一样,每到一个新的节点,需要寻找突破时,就得找一本新的武功秘籍。在应用中学习,在学习中顿悟,灵光乍现便是功成之时。
    之前已经习惯每开一本新书,就开一两个新本子作陪,以至于到现在,除了工作笔记6年7本,其他笔记零零星星也有三五本,抽屉压力很大,内容翻找起来也不甚方便。于是就想,转到公众号来吧,无论是记笔记这个过程本身,还是后续随时随地翻找查看,都很便宜;同时还能借机练习一下英文输入的速度和准确度,如此甚好。
    公众号笔记也按照我之前的习惯,每章先列目录,设置“中英文对照”和“纯中文简化笔记”两部分。之前在笔记本上,笔记是正着写,中英文对照是反过来写在本子最后背面的,一时唏嘘。
目录
第一章 临床回顾性研究导论
    一、临床回顾性研究的定义
    二、临床回顾性研究的分类
    三、临床回顾性研究的优劣势
    四、临床回顾性研究降低混杂偏倚的方法
    五、临床回顾性研究常规步骤
    六、临床回顾性研究的伦理问题和研究注册
关键词中英文对照
临床回顾性研究 clinical retrospective study
回顾性 retrospective
前瞻性 prospective
观察性研究 observational study
    描述性研究 descriptive study
        个案报道 case report
        横断面研究 cross-sectional study
    分析性研究 analytical study
        病例对照研究 case-control study
        队列研究 cohort study
实验性研究 experimental study
    随机对照试验 randomized controlled trial, RCT
    非随机对照研究 non-randomized controlled trial
倾向性评分匹配 propensity score match, PSM
逆概率加权 inverse probability of treatment weighting, IPTW
The Institutional Review Committee of * Hospital/University deemed the study to be nonhuman subject research and therefore approved this study to be exempted research.该医院/大学的机构审查委员会认为这项研究属于涉及非人类受试者的研究,因此批准其免于遵守相关监管要求。

exempt 

英 /ɪg'zem(p)t/ 美 /ɪg'zɛmpt/

vt. 免除;豁免 

adj. 被免除的;被豁免的 

n. 免税者;被免除义务者

Native speakers are exempt from language tests of their own language.

以某种语言为母语的人免于参加该语言的语言测试。

The Research Ethics Boards from * Hospital/University approved the study protocol and required neither patients approval nor informed consent for review of patients' images and medical records.*医院/大学的研究伦理委员会批准了该研究方案,且不要求患者批准或知情同意即可审查患者的影像和病历。

This study was conducted in accordance with the declaration of Helsinki.本研究根据赫尔辛基宣言进行。
关键内容摘要
横断面研究:在某一特定时间对目标人群进行调查,获得人群的健康信息,或者某种疾病的发病、患病情况。【既不属于前瞻性研究,也不属于回顾性研究】
病例对照研究:通过比较病例和对照,来探讨某种暴露因素和疾病之间是否存在因果关系。由“果”到“因”
队列研究:根据是否暴露于某种因素分为暴露组和非暴露组,经过一段时间的随访观察,比较两组人群健康状况或疾病发生情况。“因”“果”
病因类研究:通过回顾性分析患者的临床资料,通过各种统计学方法分析患者疾病发生、并发症发生或预后不良的原因。其研究目的在于确定某些疾病、并发症或者预后不良的高危因素和保护因素。
诊断类研究:研究不同诊断方法对于疾病诊断的价值。其研究目的在于评估新的诊断模型、诊断靶标、诊断方法对于疾病诊断的准确性。
治疗类研究:其研究目的通常是评估新的治疗方法的疗效和安全性。
预后类研究:研究不同预后模型、分子靶标对于判断疾病预后的价值。其研究目的在于评估新的预后模型、分子靶标对于预后判断和危险分层的准确性。
临床回顾性研究的优势:①时间、经济、人力成本较低;②临床数据量大;③与真实世界更为接近。
临床回顾性研究的劣势:①偏倚较大;②证据等级较低;③无法应用于临床前研究。

倾向性评分匹配(PSM):通过一定的统计学方法对试验组和对照组进行筛选,使筛选出来的对象在某些重要临床特征方面具有可比性。
PSM的原理是以分组变量为因变量,以可能影响结果的混杂因素为协变量构建模型,求得每个观测的多个协变量的倾向性非暴露分,再按照就近原则进行匹配。
通过PSM可以使得匹配后两组对象基线协变量均衡可比,从而控制混杂效应对处理效应估计的偏移。
逆概率加权(IPTW):通过加权改变研究对象中具有不同协变量特征的亚组人群的比例,使得不同的亚组人群具有接近的暴露方式的构成比。
可以理解为 通过IPTW的方法,产生一个虚拟的人群,在这个人群中,暴露对结局的效应与原研究人群相同,但这个虚拟的人群总不存在时依性混杂因素。【笔者:这段话没看懂,看看图假装懂了;后面如果能坚持学到第九章会继续尝试解读……】
IPTW不能增加这些虚拟人群的基线资料,一般用于校正生存分析的结果,需要与PSM联合应用。
临床回顾性研究常规步骤:选题→文章架构→数据收集→统计分析→论文撰写及发表

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  1. CONNECT:[ UseTime:0.000976s ] mysql:host=127.0.0.1;port=3306;dbname=no_67808;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001568s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000357s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000286s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000557s ]
  6. SELECT * FROM `set` [ RunTime:0.000202s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000580s ]
  8. SELECT * FROM `article` WHERE `id` = 468270 LIMIT 1 [ RunTime:0.000444s ]
  9. UPDATE `article` SET `lasttime` = 1775296157 WHERE `id` = 468270 [ RunTime:0.000682s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000227s ]
  11. SELECT * FROM `article` WHERE `id` < 468270 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000412s ]
  12. SELECT * FROM `article` WHERE `id` > 468270 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000381s ]
  13. SELECT * FROM `article` WHERE `id` < 468270 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002578s ]
  14. SELECT * FROM `article` WHERE `id` < 468270 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001151s ]
  15. SELECT * FROM `article` WHERE `id` < 468270 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001880s ]
0.086982s