• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

通过不列颠哥伦比亚省加拿大初级保健监测网络识别慢性阻塞性肺疾病患者中的心力衰竭:病例推导研究。

Identifying heart failure in patients with chronic obstructive lung disease through the Canadian Primary Care Sentinel Surveillance Network in British Columbia: a case derivation study.

机构信息

School of Population and Public Health (Vijh), Centre for Health Services and Policy Research (Wong, Peterson, Ezzat, Gibb) and School of Nursing (Wong, Ezzat), University of British Columbia, Vancouver, BC; Primary Care Research Unit (Grandy) and Department of Family Medicine (Grandy), Dalhousie University, Halifax, NS; Division of Cardiology (Hawkins), University of British Columbia, Vancouver, BC.

School of Population and Public Health (Vijh), Centre for Health Services and Policy Research (Wong, Peterson, Ezzat, Gibb) and School of Nursing (Wong, Ezzat), University of British Columbia, Vancouver, BC; Primary Care Research Unit (Grandy) and Department of Family Medicine (Grandy), Dalhousie University, Halifax, NS; Division of Cardiology (Hawkins), University of British Columbia, Vancouver, BC

出版信息

CMAJ Open. 2021 Apr 16;9(2):E376-E383. doi: 10.9778/cmajo.20200183. Print 2021 Apr-Jun.

DOI:10.9778/cmajo.20200183
PMID:33863795
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8084551/
Abstract

BACKGROUND

Heart failure (HF) poses a substantial global health burden, particularly in patients with chronic obstructive pulmonary disease (COPD). The objective of this study was to validate an electronic medical record-based definition of HF in patients with COPD in primary care practices in the province of British Columbia, Canada.

METHODS

We conducted a cross-sectional retrospective chart review from Sept. 1, 2018, to Dec. 31, 2018, for a cohort of patients from primary care practices in BC whose physicians were recruited through the BC node of the Canadian Primary Care Sentinel Surveillance Network. Heart failure case definitions were developed by combining diagnostic codes, medication information and laboratory values available in primary care electronic medical records. These were compared with HF diagnoses identified through detailed chart review as the gold standard. Sensitivity, specificity, negative (NPV) and positive predictive values (PPV) were calculated for each definition.

RESULTS

Charts of 311 patients with COPD were reviewed, of whom 72 (23.2%) had HF. Five categories of definitions were constructed, all of which had appropriate sensitivity, specificity and NPV. The optimal case definition consisted of 1 HF billing code or a specific combination of medications for HF. This definition had an excellent specificity (93.3%, 95% confidence interval [CI] 89.4%-96.1%), sensitivity (90.3%, 95% CI 81.0%-96.0%), PPV (80.2%, 95% CI 69.9%-88.3%) and NPV (97.0%, 95% CI 93.8%-98.8%).

INTERPRETATION

This comprehensive case definition improves upon previous primary care HF definitions to include medication codes and laboratory data, along with previously used billing codes. A case definition for HF was derived and validated and can be used with data from electronic medical records to identify HF in patients with COPD in primary care accurately.

摘要

背景

心力衰竭(HF)在慢性阻塞性肺疾病(COPD)患者中造成了巨大的全球健康负担。本研究的目的是在加拿大不列颠哥伦比亚省的初级保健实践中验证一种基于电子病历的 COPD 患者 HF 定义。

方法

我们进行了一项横断面回顾性图表审查,从 2018 年 9 月 1 日至 2018 年 12 月 31 日,纳入不列颠哥伦比亚省初级保健实践的患者队列,其医生通过加拿大初级保健监测网络的不列颠哥伦比亚节点招募。HF 病例定义是通过结合初级保健电子病历中可用的诊断代码、药物信息和实验室值来制定的。这些定义与通过详细图表审查确定的 HF 诊断作为金标准进行了比较。计算了每种定义的敏感性、特异性、阴性预测值(NPV)和阳性预测值(PPV)。

结果

共审查了 311 例 COPD 患者的图表,其中 72 例(23.2%)患有 HF。构建了五类定义,所有定义均具有适当的敏感性、特异性和 NPV。最佳病例定义包括 1 个 HF 计费代码或特定的 HF 药物组合。该定义具有极好的特异性(93.3%,95%置信区间 [CI] 89.4%-96.1%)、敏感性(90.3%,95% CI 81.0%-96.0%)、PPV(80.2%,95% CI 69.9%-88.3%)和 NPV(97.0%,95% CI 93.8%-98.8%)。

解释

这种综合病例定义改进了以前的初级保健 HF 定义,包括药物代码和实验室数据,以及以前使用的计费代码。已经得出并验证了 HF 的病例定义,并且可以使用电子病历中的数据准确识别初级保健中的 COPD 患者的 HF。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f117/8084551/54dd4b926d29/cmajo.20200183f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f117/8084551/14072b761083/cmajo.20200183f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f117/8084551/54dd4b926d29/cmajo.20200183f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f117/8084551/14072b761083/cmajo.20200183f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f117/8084551/54dd4b926d29/cmajo.20200183f2.jpg

相似文献

1
Identifying heart failure in patients with chronic obstructive lung disease through the Canadian Primary Care Sentinel Surveillance Network in British Columbia: a case derivation study.通过不列颠哥伦比亚省加拿大初级保健监测网络识别慢性阻塞性肺疾病患者中的心力衰竭:病例推导研究。
CMAJ Open. 2021 Apr 16;9(2):E376-E383. doi: 10.9778/cmajo.20200183. Print 2021 Apr-Jun.
2
Identifying individuals with physician-diagnosed chronic obstructive pulmonary disease in primary care electronic medical records: a retrospective chart abstraction study.在初级保健电子病历中识别经医生诊断的慢性阻塞性肺疾病患者:一项回顾性图表提取研究。
NPJ Prim Care Respir Med. 2017 May 15;27(1):34. doi: 10.1038/s41533-017-0035-9.
3
Validating the 8 CPCSSN case definitions for chronic disease surveillance in a primary care database of electronic health records.在电子健康记录的基层医疗数据库中验证用于慢性病监测的8种CPCSSN病例定义。
Ann Fam Med. 2014 Jul;12(4):367-72. doi: 10.1370/afm.1644.
4
Enhancing ICD-Code-Based Case Definition for Heart Failure Using Electronic Medical Record Data.利用电子病历数据增强基于ICD编码的心力衰竭病例定义
J Card Fail. 2020 Jul;26(7):610-617. doi: 10.1016/j.cardfail.2020.04.003. Epub 2020 Apr 15.
5
From patient care to research: a validation study examining the factors contributing to data quality in a primary care electronic medical record database.从患者护理到研究:一项验证性研究,考察基层医疗电子病历数据库中影响数据质量的因素。
BMC Fam Pract. 2015 Feb 5;16:11. doi: 10.1186/s12875-015-0223-z.
6
Diagnostic accuracy of the International Classification of Diseases, Tenth Revision, codes of heart failure in an administrative database.国际疾病分类第十版心力衰竭编码在行政数据库中的诊断准确性。
Pharmacoepidemiol Drug Saf. 2019 Feb;28(2):194-200. doi: 10.1002/pds.4690. Epub 2018 Nov 5.
7
Evaluation of claims-based computable phenotypes to identify heart failure patients with preserved ejection fraction.基于申报的可计算表型评估以识别射血分数保留的心力衰竭患者。
Pharmacol Res Perspect. 2020 Dec;8(6):e00676. doi: 10.1002/prp2.676.
8
Identifying patients with asthma in primary care electronic medical record systems Chart analysis-based electronic algorithm validation study.在基层医疗电子病历系统中识别哮喘患者:基于图表分析的电子算法验证研究
Can Fam Physician. 2015 Oct;61(10):e474-83.
9
Epidemiology and treatment of heart failure with chronic obstructive pulmonary disease in Canadian primary care.加拿大初级保健中慢性阻塞性肺疾病合并心力衰竭的流行病学和治疗。
ESC Heart Fail. 2023 Dec;10(6):3612-3621. doi: 10.1002/ehf2.14497. Epub 2023 Oct 3.
10
Pelvic floor disorders in women who consult primary care clinics: development and validation of case definitions using primary care electronic medical records.初级保健诊所就诊的女性的盆底疾病:使用初级保健电子病历制定和验证病例定义。
CMAJ Open. 2020 May 28;8(2):E414-E419. doi: 10.9778/cmajo.20190145. Print 2020 Apr-Jun.

引用本文的文献

1
Diagnostic accuracy of case-identification algorithms for heart failure in the general population using routinely collected health data: a systematic review.使用常规收集的健康数据对普通人群中心力衰竭病例识别算法的诊断准确性:一项系统评价。
Syst Rev. 2024 Dec 24;13(1):313. doi: 10.1186/s13643-024-02717-8.
2
Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data.了解 COVID-19 对加拿大初级保健中抗生素使用的影响:使用电子病历数据的匹配队列研究。
Antimicrob Resist Infect Control. 2024 Jul 12;13(1):76. doi: 10.1186/s13756-024-01434-0.
3
Epidemiology and treatment of heart failure with chronic obstructive pulmonary disease in Canadian primary care.

本文引用的文献

1
Identifying heart failure using EMR-based algorithms.使用基于电子病历的算法识别心力衰竭。
Int J Med Inform. 2018 Dec;120:1-7. doi: 10.1016/j.ijmedinf.2018.09.016. Epub 2018 Sep 19.
2
Development and validation of a heart failure with preserved ejection fraction cohort using electronic medical records.利用电子病历开发并验证射血分数保留的心力衰竭队列
BMC Cardiovasc Disord. 2018 Jun 28;18(1):128. doi: 10.1186/s12872-018-0866-5.
3
Manual review of electronic medical records as a reference standard for case definition development: a validation study.
加拿大初级保健中慢性阻塞性肺疾病合并心力衰竭的流行病学和治疗。
ESC Heart Fail. 2023 Dec;10(6):3612-3621. doi: 10.1002/ehf2.14497. Epub 2023 Oct 3.
4
Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices.用于识别加拿大初级保健机构中确诊为心血管疾病患者的病例定义的验证
CJC Open. 2023 Apr 22;5(7):567-576. doi: 10.1016/j.cjco.2023.04.003. eCollection 2023 Jul.
5
Value in Primary Care: Evidence from the Canadian Primary Care Sentinel Surveillance Network.初级保健的价值:来自加拿大初级保健监测网络的证据。
Healthc Policy. 2023 May;18(4):57-71. doi: 10.12927/hcpol.2023.27093.
6
[Not Available].[无可用内容]
CMAJ. 2023 Mar 20;195(11):E416-E425. doi: 10.1503/cmaj.220673-f.
7
Achievement of treatment targets among patients with type 2 diabetes in 2015 and 2020 in Canadian primary care.2015 年和 2020 年加拿大初级保健中 2 型糖尿病患者的治疗目标达标情况。
CMAJ. 2023 Jan 9;195(1):E1-E9. doi: 10.1503/cmaj.220673.
8
Antibiotic prescribing for respiratory tract infection across a national primary care network in 2019.2019年全国基层医疗网络中呼吸道感染的抗生素处方情况。
Can Commun Dis Rep. 2022 Apr 6;48(4):157-163. doi: 10.14745/ccdr.v48i04a06.
将电子病历人工审核作为病例定义制定的参考标准:一项验证研究。
CMAJ Open. 2017 Dec 11;5(4):E830-E833. doi: 10.9778/cmajo.20170077.
4
2017 Comprehensive Update of the Canadian Cardiovascular Society Guidelines for the Management of Heart Failure.《加拿大心血管学会心力衰竭管理指南2017年综合更新》
Can J Cardiol. 2017 Nov;33(11):1342-1433. doi: 10.1016/j.cjca.2017.08.022. Epub 2017 Sep 6.
5
Prognostic burden of heart failure recorded in primary care, acute hospital admissions, or both: a population-based linked electronic health record cohort study in 2.1 million people.在基层医疗、急性住院治疗或两者均有记录的心力衰竭预后负担:基于人群的电子健康记录关联队列研究,涉及 210 万人。
Eur J Heart Fail. 2017 Sep;19(9):1119-1127. doi: 10.1002/ejhf.709. Epub 2016 Dec 23.
6
2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC). Developed with the special contribution of the Heart Failure Association (HFA) of the ESC.2016欧洲心脏病学会急性和慢性心力衰竭诊断与治疗指南:欧洲心脏病学会(ESC)急性和慢性心力衰竭诊断与治疗特别工作组。由ESC心力衰竭协会(HFA)特别贡献制定。
Eur J Heart Fail. 2016 Aug;18(8):891-975. doi: 10.1002/ejhf.592. Epub 2016 May 20.
7
Validity of heart failure diagnoses in administrative databases: a systematic review and meta-analysis.行政数据库中心力衰竭诊断的有效性:一项系统评价与荟萃分析。
PLoS One. 2014 Aug 15;9(8):e104519. doi: 10.1371/journal.pone.0104519. eCollection 2014.
8
Validating the 8 CPCSSN case definitions for chronic disease surveillance in a primary care database of electronic health records.在电子健康记录的基层医疗数据库中验证用于慢性病监测的8种CPCSSN病例定义。
Ann Fam Med. 2014 Jul;12(4):367-72. doi: 10.1370/afm.1644.
9
The annual global economic burden of heart failure.心力衰竭的全球年度经济负担。
Int J Cardiol. 2014 Feb 15;171(3):368-76. doi: 10.1016/j.ijcard.2013.12.028. Epub 2013 Dec 22.
10
2013 ACCF/AHA guideline for the management of heart failure: executive summary: a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines.2013年美国心脏病学会基金会/美国心脏协会心力衰竭管理指南:执行摘要:美国心脏病学会基金会/美国心脏协会实践指南工作组报告
Circulation. 2013 Oct 15;128(16):1810-52. doi: 10.1161/CIR.0b013e31829e8807. Epub 2013 Jun 5.