Franck Katembo Sikakulya , Immaculate Nakitende , Joan Nabiryo , Rezvan Pakdel , Sylivia Namuleme , Alfred Lumala , John Kellett , Kitovu Hospital Study Group
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The highest c-statistic of discrimination for 7-day mortality (0.737 SE 0.078) was obtained after four hours of continuously measured respiratory rates transformed into a weighted respiratory rate score (wRRS). After seven hours of measurement the c-statistic of the wRRS fell to 0.535 SE 0.078. 20% the patients who died within seven days did not have an elevated National Early Warning Score (NEWS) on admission but were identified by the 4-hour wRRS. None of the 88 patients whose average respiratory rate remained between 12 and 20 bpm throughout four hours of observation died within 7 days of admission. A simple predictive model that included the four-hour wRRS, Shock Index and altered mental status had a c-statistic for 7-day in-hospital mortality of 0.843 SE. 0.057.</p></div><div><h3>Conclusion</h3><p>Four hours of continuously measured respiratory rates was the observation period that best predicted 7-day in-hospital mortality. After four hours the discrimination of a weighted respiratory rate score deteriorated rapidly.</p></div>","PeriodicalId":94192,"journal":{"name":"Resuscitation plus","volume":"20 ","pages":"Article 100768"},"PeriodicalIF":2.1000,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666520424002194/pdfft?md5=0899714ecd630dbca08b7119cf4e56db&pid=1-s2.0-S2666520424002194-main.pdf","citationCount":"0","resultStr":"{\"title\":\"The optimal duration of continuous respiratory rate monitoring to predict in-hospital mortality within seven days of admission – A pilot study in a low resource setting\",\"authors\":\"Franck Katembo Sikakulya , Immaculate Nakitende , Joan Nabiryo , Rezvan Pakdel , Sylivia Namuleme , Alfred Lumala , John Kellett , Kitovu Hospital Study Group\",\"doi\":\"10.1016/j.resplu.2024.100768\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Currently there are no established benefits from the continuous monitoring of vital signs, and the optimal time period for respiratory rate measurement is unknown.</p></div><div><h3>Setting</h3><p>Low resource Ugandan hospital,</p></div><div><h3>Methods</h3><p>Prospective observational study. 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引用次数: 0
摘要
背景目前,持续监测生命体征并没有确定的益处,而且测量呼吸频率的最佳时间段尚不清楚。结果 402 名患者中有 22 人(5.5%)在入院后 7 天内死亡。在连续测量呼吸频率 4 小时并将其转换为加权呼吸频率评分(wRRS)后,7 天死亡率的 c 统计量最高(0.737 SE 0.078)。经过七小时测量后,wRRS 的 c 统计量降至 0.535 SE 0.078。在七天内死亡的患者中,有 20% 在入院时全国预警评分 (NEWS) 没有升高,但通过 4 小时的 wRRS 发现了这一情况。平均呼吸频率在 4 小时观察期间保持在 12 至 20 bpm 之间的 88 名患者中,没有一人在入院 7 天内死亡。一个简单的预测模型包括 4 小时 wRRS、休克指数和精神状态改变,其 7 天院内死亡率的 c 统计量为 0.843 SE.0.057.结论四小时连续测量呼吸频率是预测七天院内死亡率的最佳观察期。四小时后,加权呼吸频率评分的判别能力迅速下降。
The optimal duration of continuous respiratory rate monitoring to predict in-hospital mortality within seven days of admission – A pilot study in a low resource setting
Background
Currently there are no established benefits from the continuous monitoring of vital signs, and the optimal time period for respiratory rate measurement is unknown.
Setting
Low resource Ugandan hospital,
Methods
Prospective observational study. Respiratory rates of acutely ill patients were continuously measured by a piezoelectric device for up to seven hours after admission to hospital.
Results
22 (5.5%) out of 402 patients died within 7 days of hospital admission. The highest c-statistic of discrimination for 7-day mortality (0.737 SE 0.078) was obtained after four hours of continuously measured respiratory rates transformed into a weighted respiratory rate score (wRRS). After seven hours of measurement the c-statistic of the wRRS fell to 0.535 SE 0.078. 20% the patients who died within seven days did not have an elevated National Early Warning Score (NEWS) on admission but were identified by the 4-hour wRRS. None of the 88 patients whose average respiratory rate remained between 12 and 20 bpm throughout four hours of observation died within 7 days of admission. A simple predictive model that included the four-hour wRRS, Shock Index and altered mental status had a c-statistic for 7-day in-hospital mortality of 0.843 SE. 0.057.
Conclusion
Four hours of continuously measured respiratory rates was the observation period that best predicted 7-day in-hospital mortality. After four hours the discrimination of a weighted respiratory rate score deteriorated rapidly.