Lester Y Leung, Eric Puttock, David F Kallmes, Patrick Luetmer, Sunyang Fu, Chengyi X Zheng, Hongfang Liu, Wansu Chen, David M Kent
{"title":"他汀类药物很少用于偶然发现的隐匿性脑血管疾病:利用自然语言处理技术在大型电子健康记录 (EHR) 中发现的回顾性队列。","authors":"Lester Y Leung, Eric Puttock, David F Kallmes, Patrick Luetmer, Sunyang Fu, Chengyi X Zheng, Hongfang Liu, Wansu Chen, David M Kent","doi":"10.1136/bmjno-2024-000855","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>While incidentally discovered covert cerebrovascular diseases (id-CCD) are associated with future stroke, it is not known if patients with id-CCD are prescribed statins.</p><p><strong>Methods: </strong>Patients age ≥50 with id-CCD on neuroimaging from 2009 to 2019 with no prior ischaemic stroke, transient ischaemic attack or dementia were identified using natural language processing in a large real-world cohort. Robust Poisson multivariable regression was used to assess statin prescription among patients without prior statins.</p><p><strong>Results: </strong>Among 2 41 050 patients, 74 975 patients (31.1%; 4.7% with covert brain infarcts (CBI); 29.0% with white matter disease (WMD)) had id-CCD. 53.5% (95% CI 53.2 to 53.9%) were not on statins within 6 months prior to the scan. Of those, 12.0% (95% CI 11.7 to 12.3%) were prescribed statins in the next 6 months compared with 9.3% (95% CI 9.1 to 9.4%) in those without CCD, a 2.7% (95% CI 2.4 to 3.1%) absolute increase in statin prescription for those with id-CCD. In adjusted analyses, the presence of id-CCD was only associated with minor increases in statin prescription (CBI or WMD (risk ratio (RR) 1.09, 95% CI 1.05 to 1.13), CBI alone (RR 1.34, 95% CI 1.21 to 1.47), WMD alone (RR 1.05, 95% CI 1.01 to 1.09), and CBI and WMD (RR 1.23, 95% CI 1.12 to 1.35)).</p><p><strong>Discussion: </strong>Identification of id-CCD is not associated with substantial changes in statin prescription in routine clinical practice.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 2","pages":"e000855"},"PeriodicalIF":2.1000,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11555097/pdf/","citationCount":"0","resultStr":"{\"title\":\"Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural language processing.\",\"authors\":\"Lester Y Leung, Eric Puttock, David F Kallmes, Patrick Luetmer, Sunyang Fu, Chengyi X Zheng, Hongfang Liu, Wansu Chen, David M Kent\",\"doi\":\"10.1136/bmjno-2024-000855\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>While incidentally discovered covert cerebrovascular diseases (id-CCD) are associated with future stroke, it is not known if patients with id-CCD are prescribed statins.</p><p><strong>Methods: </strong>Patients age ≥50 with id-CCD on neuroimaging from 2009 to 2019 with no prior ischaemic stroke, transient ischaemic attack or dementia were identified using natural language processing in a large real-world cohort. Robust Poisson multivariable regression was used to assess statin prescription among patients without prior statins.</p><p><strong>Results: </strong>Among 2 41 050 patients, 74 975 patients (31.1%; 4.7% with covert brain infarcts (CBI); 29.0% with white matter disease (WMD)) had id-CCD. 53.5% (95% CI 53.2 to 53.9%) were not on statins within 6 months prior to the scan. Of those, 12.0% (95% CI 11.7 to 12.3%) were prescribed statins in the next 6 months compared with 9.3% (95% CI 9.1 to 9.4%) in those without CCD, a 2.7% (95% CI 2.4 to 3.1%) absolute increase in statin prescription for those with id-CCD. In adjusted analyses, the presence of id-CCD was only associated with minor increases in statin prescription (CBI or WMD (risk ratio (RR) 1.09, 95% CI 1.05 to 1.13), CBI alone (RR 1.34, 95% CI 1.21 to 1.47), WMD alone (RR 1.05, 95% CI 1.01 to 1.09), and CBI and WMD (RR 1.23, 95% CI 1.12 to 1.35)).</p><p><strong>Discussion: </strong>Identification of id-CCD is not associated with substantial changes in statin prescription in routine clinical practice.</p>\",\"PeriodicalId\":52754,\"journal\":{\"name\":\"BMJ Neurology Open\",\"volume\":\"6 2\",\"pages\":\"e000855\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2024-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11555097/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMJ Neurology Open\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1136/bmjno-2024-000855\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMJ Neurology Open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1136/bmjno-2024-000855","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
摘要
导言:虽然偶然发现的隐匿性脑血管疾病(id-CCD)与未来中风有关,但id-CCD患者是否被处方他汀类药物尚不清楚:方法:在一个大型真实世界队列中,使用自然语言处理技术识别了2009年至2019年期间神经影像学检查发现id-CCD的≥50岁患者,这些患者既往未患缺血性脑卒中、短暂性脑缺血发作或痴呆症。采用稳健泊松多变量回归评估了既往未服用过他汀类药物的患者的他汀类药物处方情况:在 2 41 050 名患者中,74 975 名患者(31.1%;4.7% 患有隐蔽性脑梗塞 (CBI);29.0% 患有白质疾病 (WMD))患有 id-CCD。53.5%(95% CI 53.2 至 53.9%)的患者在扫描前 6 个月内未服用他汀类药物。其中,12.0%(95% CI 11.7 至 12.3%)的患者在接下来的 6 个月内服用了他汀类药物,而无 CCD 患者的这一比例为 9.3%(95% CI 9.1 至 9.4%),id-CCD 患者服用他汀类药物的绝对比例增加了 2.7%(95% CI 2.4 至 3.1%)。在调整分析中,id-CCD的存在仅与他汀类药物处方的轻微增加有关(CBI或WMD(风险比(RR)1.09,95% CI 1.05至1.13),仅CBI(RR 1.34,95% CI 1.21至1.47),仅WMD(RR 1.05,95% CI 1.01至1.09),以及CBI和WMD(RR 1.23,95% CI 1.12至1.35)):讨论:在常规临床实践中,识别 id-CCD 与他汀类药物处方的重大变化无关。
Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural language processing.
Introduction: While incidentally discovered covert cerebrovascular diseases (id-CCD) are associated with future stroke, it is not known if patients with id-CCD are prescribed statins.
Methods: Patients age ≥50 with id-CCD on neuroimaging from 2009 to 2019 with no prior ischaemic stroke, transient ischaemic attack or dementia were identified using natural language processing in a large real-world cohort. Robust Poisson multivariable regression was used to assess statin prescription among patients without prior statins.
Results: Among 2 41 050 patients, 74 975 patients (31.1%; 4.7% with covert brain infarcts (CBI); 29.0% with white matter disease (WMD)) had id-CCD. 53.5% (95% CI 53.2 to 53.9%) were not on statins within 6 months prior to the scan. Of those, 12.0% (95% CI 11.7 to 12.3%) were prescribed statins in the next 6 months compared with 9.3% (95% CI 9.1 to 9.4%) in those without CCD, a 2.7% (95% CI 2.4 to 3.1%) absolute increase in statin prescription for those with id-CCD. In adjusted analyses, the presence of id-CCD was only associated with minor increases in statin prescription (CBI or WMD (risk ratio (RR) 1.09, 95% CI 1.05 to 1.13), CBI alone (RR 1.34, 95% CI 1.21 to 1.47), WMD alone (RR 1.05, 95% CI 1.01 to 1.09), and CBI and WMD (RR 1.23, 95% CI 1.12 to 1.35)).
Discussion: Identification of id-CCD is not associated with substantial changes in statin prescription in routine clinical practice.