Predictive values of the DANish Cognitive Screen for Cardiac Arrest Survivors (DANcSCA) - a digital cognitive screening.

IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE
Anders Wieghorst, Britt Borregaard, Ann-Dorthe Zwisler, Tonny Elmose Andersen, Mette Kirstine Wagner, Camilla Bring, Lars Evald
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引用次数: 0

Abstract

Background: Persistent cognitive deficits affect up to 50% of out-of-hospital cardiac arrest (OHCA) survivors. Despite this prevalence, no consensus exists on the optimal tool for identifying deficits. This study assessed the predictive validity of the digital DANcSCA by comparing its classification of OHCA survivors into risk classes-green (low), yellow (moderate), and red (high)-against a neuropsychological test battery as the reference standard.

Methods: The prospective, multicentre DANcSCA validation study was conducted at Danish hospitals and the Knowledge Centre for Rehabilitation and Palliative Care. Adult OHCA survivors were included. The reference standard comprised four neuropsychological tests: Rey Auditory Verbal Learning Test, Symbol Digit Modalities Test, Trail Making Test, and Verbal Fluency. The DANcSCA index test used subtests from the Cambridge Neuropsychological Test Automated Battery. Cognitive assessments occurred six to eight weeks post-arrest or during rehabilitation three months to three years post-arrest. ROC curves were constructed for binary classifications of green versus non-green and red versus non-red. Thresholds were set by fixing sensitivity at 0.90 for the green/non-green ROC and specificity at 0.90 for the red/non-red ROC.

Results: Among 175 participants, the DANcSCA classified 23% as green, 59% as yellow, and 18% as red, with 9% false positives and 5% false negatives. The ROC curve for distinguishing green from non-green had an AUC of 0.77, and for distinguishing red from non-red an AUC of 0.89.

Conclusion: The digital DANcSCA appears suitable for cognitive screening following OHCA, although the modest AUC for green/non-green and potential overfitting warrant validation in new samples.

丹麦心脏骤停幸存者认知筛查(DANcSCA)的预测价值——一种数字认知筛查。
背景:持续认知缺陷影响高达50%的院外心脏骤停(OHCA)幸存者。尽管这种情况普遍存在,但对于识别缺陷的最佳工具尚未达成共识。本研究通过比较数字DANcSCA对OHCA幸存者的风险等级——绿色(低)、黄色(中等)和红色(高)——与作为参考标准的神经心理学测试集进行比较,评估了数字DANcSCA的预测有效性。方法:前瞻性多中心DANcSCA验证研究在丹麦医院和康复与姑息治疗知识中心进行。纳入成年OHCA幸存者。参考标准包括四项神经心理测试:雷伊听觉语言学习测试、符号数字模式测试、轨迹制作测试和语言流畅性测试。DANcSCA指数测试使用了剑桥神经心理测试自动化电池的子测试。认知评估在逮捕后6 - 8周进行,或在逮捕后3个月- 3年的康复期间进行。构建了绿色与非绿色、红色与非红色二元分类的ROC曲线。设定阈值,将绿色/非绿色ROC的敏感性固定为0.90,将红色/非红色ROC的特异性固定为0.90。结果:在175名参与者中,DANcSCA将23%的人分类为绿色,59%的人分类为黄色,18%的人分类为红色,9%的人分类为假阳性,5%的人分类为假阴性。区分绿色和非绿色的ROC曲线的AUC为0.77,区分红色和非红色的ROC曲线的AUC为0.89。结论:数字DANcSCA似乎适用于OHCA后的认知筛查,尽管绿色/非绿色和潜在过拟合的适度AUC值得在新样本中验证。
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来源期刊
Resuscitation
Resuscitation 医学-急救医学
CiteScore
12.00
自引率
18.50%
发文量
556
审稿时长
21 days
期刊介绍: Resuscitation is a monthly international and interdisciplinary medical journal. The papers published deal with the aetiology, pathophysiology and prevention of cardiac arrest, resuscitation training, clinical resuscitation, and experimental resuscitation research, although papers relating to animal studies will be published only if they are of exceptional interest and related directly to clinical cardiopulmonary resuscitation. Papers relating to trauma are published occasionally but the majority of these concern traumatic cardiac arrest.
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