William Franklin Peacock, Karina Melissa Soto-Ruiz, Allan S Jaffe, Brian R Tiffany, Simon A Mahler, Brian W Patterson, Alan Hb Wu, Robert Christenson
{"title":"用于评估心肌肌钙蛋白的快速无创可穿戴设备。","authors":"William Franklin Peacock, Karina Melissa Soto-Ruiz, Allan S Jaffe, Brian R Tiffany, Simon A Mahler, Brian W Patterson, Alan Hb Wu, Robert Christenson","doi":"10.15441/ceem.24.294","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Chest pain, a common emergency department 35 (ED) presentation, requires rapid evaluation. Optical technology-based non-invasive wearable devices (Infrasensor, RCE, Carlsbad, CA) rapidly and transcutaneously assesses cardiac Troponin I (cTnI).</p><p><strong>Objectives: </strong>To perform a pilot study describing the performance of the Infrasensor in cTnI defined cohorts.</p><p><strong>Methods: </strong>This was a 10-hospital prospective observational study in healthy US subjects with a normal cTnI, and in patients with an elevated local cTnI. Healthy subjects were without disease, defined by a negative questionnaire and bloodwork, had a 3-minute Infrasensor measurement and blood samples for high-sensitivity cardiac troponin I (hs-cTnI), n-terminal pro-B-type natriuretic peptide (NTproBNP), creatinine, and glycosylated hemoglobin (HbA1c). Elevated cTnI's patients had the same Infrasensor and blood sample measurements. Using a cross validation technique, a cTnI based binary classification model that did, and did not, include age was trained with 80%, and validated on 20% (n=168; elevated hs-cTnI equally distributed across 5 folds) of the overall cohort.</p><p><strong>Results: </strong>Of 840 patients, 727 (87.5%) were non-elevated cTnI controls and the remainder, n=113, had elevated cTnI. Median (25th, 75th percentiles) age was 61 (52, 71) and 48 (32, 57) years for the elevated and healthy control cohorts, respectively. Overall, 50.5% were female, with 29.2% and 52.7% in the elevated and non-elevated troponin cohorts respectively. Overall, the sensitivity, specificity, negative and positive predictive values of the Infrasensor for identifying an elevated cTnI were 0.9, 0.7, 0.98 and 0.48 respectively, with a C-statistic of 0.90 (0.89-0.99).</p><p><strong>Conclusions: </strong>The Infrasensor identifies elevated cTnI within 3 minutes of application.</p>","PeriodicalId":10325,"journal":{"name":"Clinical and Experimental Emergency Medicine","volume":" ","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A rapid non-invasive wearable device for assessing cardiac troponin.\",\"authors\":\"William Franklin Peacock, Karina Melissa Soto-Ruiz, Allan S Jaffe, Brian R Tiffany, Simon A Mahler, Brian W Patterson, Alan Hb Wu, Robert Christenson\",\"doi\":\"10.15441/ceem.24.294\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Chest pain, a common emergency department 35 (ED) presentation, requires rapid evaluation. Optical technology-based non-invasive wearable devices (Infrasensor, RCE, Carlsbad, CA) rapidly and transcutaneously assesses cardiac Troponin I (cTnI).</p><p><strong>Objectives: </strong>To perform a pilot study describing the performance of the Infrasensor in cTnI defined cohorts.</p><p><strong>Methods: </strong>This was a 10-hospital prospective observational study in healthy US subjects with a normal cTnI, and in patients with an elevated local cTnI. Healthy subjects were without disease, defined by a negative questionnaire and bloodwork, had a 3-minute Infrasensor measurement and blood samples for high-sensitivity cardiac troponin I (hs-cTnI), n-terminal pro-B-type natriuretic peptide (NTproBNP), creatinine, and glycosylated hemoglobin (HbA1c). Elevated cTnI's patients had the same Infrasensor and blood sample measurements. Using a cross validation technique, a cTnI based binary classification model that did, and did not, include age was trained with 80%, and validated on 20% (n=168; elevated hs-cTnI equally distributed across 5 folds) of the overall cohort.</p><p><strong>Results: </strong>Of 840 patients, 727 (87.5%) were non-elevated cTnI controls and the remainder, n=113, had elevated cTnI. Median (25th, 75th percentiles) age was 61 (52, 71) and 48 (32, 57) years for the elevated and healthy control cohorts, respectively. Overall, 50.5% were female, with 29.2% and 52.7% in the elevated and non-elevated troponin cohorts respectively. Overall, the sensitivity, specificity, negative and positive predictive values of the Infrasensor for identifying an elevated cTnI were 0.9, 0.7, 0.98 and 0.48 respectively, with a C-statistic of 0.90 (0.89-0.99).</p><p><strong>Conclusions: </strong>The Infrasensor identifies elevated cTnI within 3 minutes of application.</p>\",\"PeriodicalId\":10325,\"journal\":{\"name\":\"Clinical and Experimental Emergency Medicine\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2024-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical and Experimental Emergency Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15441/ceem.24.294\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"EMERGENCY MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical and Experimental Emergency Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15441/ceem.24.294","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EMERGENCY MEDICINE","Score":null,"Total":0}
A rapid non-invasive wearable device for assessing cardiac troponin.
Background: Chest pain, a common emergency department 35 (ED) presentation, requires rapid evaluation. Optical technology-based non-invasive wearable devices (Infrasensor, RCE, Carlsbad, CA) rapidly and transcutaneously assesses cardiac Troponin I (cTnI).
Objectives: To perform a pilot study describing the performance of the Infrasensor in cTnI defined cohorts.
Methods: This was a 10-hospital prospective observational study in healthy US subjects with a normal cTnI, and in patients with an elevated local cTnI. Healthy subjects were without disease, defined by a negative questionnaire and bloodwork, had a 3-minute Infrasensor measurement and blood samples for high-sensitivity cardiac troponin I (hs-cTnI), n-terminal pro-B-type natriuretic peptide (NTproBNP), creatinine, and glycosylated hemoglobin (HbA1c). Elevated cTnI's patients had the same Infrasensor and blood sample measurements. Using a cross validation technique, a cTnI based binary classification model that did, and did not, include age was trained with 80%, and validated on 20% (n=168; elevated hs-cTnI equally distributed across 5 folds) of the overall cohort.
Results: Of 840 patients, 727 (87.5%) were non-elevated cTnI controls and the remainder, n=113, had elevated cTnI. Median (25th, 75th percentiles) age was 61 (52, 71) and 48 (32, 57) years for the elevated and healthy control cohorts, respectively. Overall, 50.5% were female, with 29.2% and 52.7% in the elevated and non-elevated troponin cohorts respectively. Overall, the sensitivity, specificity, negative and positive predictive values of the Infrasensor for identifying an elevated cTnI were 0.9, 0.7, 0.98 and 0.48 respectively, with a C-statistic of 0.90 (0.89-0.99).
Conclusions: The Infrasensor identifies elevated cTnI within 3 minutes of application.