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采用归一化和主成分分析技术评估麻醉期间的儿科血压。

Pediatric blood pressures during anesthesia assessed using normalization and principal component analysis techniques.

机构信息

Department of Anaesthesiology, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Road, Grafton, Auckland, New Zealand.

Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.

出版信息

J Clin Monit Comput. 2019 Aug;33(4):589-595. doi: 10.1007/s10877-018-0199-z. Epub 2018 Sep 28.

Abstract

Expected values for blood pressure are known for both unanesthetized and anesthetized children. The statistics of changes in blood pressure during anesthesia, which may have important diagnostic significance, have not been reported. The purpose of this study was to report the variation in changes in blood pressure in four pediatric age groups, undergoing both cardiac and non-cardiac surgery. An analysis of the changes in blood pressure using normalization and principal component analysis techniques was performed using an existing electronic dataset of intra-arterial pediatric blood pressure values during anesthesia. Cardiac and noncardiac cases were analyzed separately. For 1361 non-cardiac cases, the average systolic blood pressure increased from 55.2 (17.6) mmHg in the first month of life to 85.4 (17.7) mmHg at 5-6 years. For 912 cardiac cases, the average systolic blood pressure increased from 55.7 (16.7) to 71.8 (24.8) mmHg in these cohorts. For non-cardiac cases in the first month, the mean (SD) for change in blood pressure over a 30 s period was 0.00 (8.8), for 5-6 year olds 0.0 (7.4); for cardiac cases, 0.1 (9.2) to - 0.1 (9.2). Variations in systolic blood pressure over a 5-min period were wider: in non-cardiac from 0.1 (12.2) mmHg (first month) to 0.4 (11.5) mmHg (5-6 year old) and from 0.2 (12.5) to 0.4 (14.2) mmHg in cardiac cases. Absolute blood pressures and changes in blood pressure during anesthesia in pediatric cardiac and non-cardiac surgical cases have been analyzed from a population database. Using these values, the quantitative methods of normalization and principal component analysis allow the identification of statistically significant changes.

摘要

对于未麻醉和麻醉儿童的血压预期值是已知的。在麻醉期间血压变化的统计学数据具有重要的诊断意义,但尚未报道。本研究的目的是报告四个儿科年龄组在接受心脏和非心脏手术期间血压变化的差异。使用现有的麻醉期间小儿动脉内血压值的电子数据集,通过归一化和主成分分析技术对血压变化进行分析。分别分析心脏和非心脏病例。对于 1361 例非心脏病例,第一个月的平均收缩压从 55.2(17.6)mmHg 增加到 5-6 岁时的 85.4(17.7)mmHg。对于 912 例心脏病例,平均收缩压从这些队列中的 55.7(16.7)mmHg 增加到 71.8(24.8)mmHg。对于第一个月的非心脏病例,30 秒期间血压变化的平均值(SD)为 0.00(8.8),5-6 岁儿童为 0.0(7.4);对于心脏病例,为 0.1(9.2)至-0.1(9.2)。5 分钟期间的收缩压变化范围更广:非心脏从 0.1(12.2)mmHg(第一个月)到 0.4(11.5)mmHg(5-6 岁),心脏从 0.2(12.5)到 0.4(14.2)mmHg。已经从人群数据库中分析了小儿心脏和非心脏手术病例的绝对血压和麻醉期间血压变化。使用这些值,可以使用归一化和主成分分析的定量方法来识别具有统计学意义的变化。

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