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Suba S, Carey MG, Pelter MM. Occurrence of Transient Myocardial Ischemic Events Among Non-ST Segment Elevation Acute Coronary Syndrome Patients Before or After Invasive Coronary Angiography. Crit Pathw Cardiol 2024; 23:131-136. [PMID: 38578970 PMCID: PMC11341255 DOI: 10.1097/hpc.0000000000000356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Abstract
BACKGROUND The occurrence of transient myocardial ischemia (TMI) is an important pathology in patients with non-ST elevation acute coronary syndrome (NSTE-ACS), yet studies are scarce regarding when TMI occurs during hospitalization, particularly in relation to invasive coronary angiography (ICA). This study examined: (1) TMI before or after ICA; (2) patient characteristics and ischemic burden by TMI group (before or after ICA); and (3) major in-hospital complications (transfer to critical care, death) and length of stay by TMI group (before or after ICA). METHODS Secondary data analysis in hospitalized NSTE-ACS patients with TMI event(s) identified from 12-lead electrocardiographic Holter. Patient records were reviewed to assess ischemic burden [TMI time (min) ÷ hours recording duration], outcomes, and TMI timing, before or after ICA. RESULTS In 38 patients, 3 (8%) had TMI before and after ICA. Of the remaining 35 patients (92%), TMI occurred before ICA (16; 46%), and after ICA (9; 26%), and 10 (28%) did not have ICA. Patient characteristics, untoward outcomes, and TMI duration (minutes) did not differ by group. Ischemic burden was higher in patients with TMI after ICA (7.29 ± 8.82 min/h) compared to before ICA (2.54 ± 2.11 min/h), P = 0.039. Hospital length of stay by TMI group was 113 ± 113 (before), 226 ± 244 (after), and 85 ± 65 hours (no ICA); P = 0.172. CONCLUSIONS Almost half of the sample had TMI before ICA; one-third had TMI but did not have ICA. Patients with TMI after an ICA had a higher ischemic burden. Future studies with larger sample sizes are needed to investigate further the short- and long-term clinical significance of TMI among NSTE-ACS patients.
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Affiliation(s)
- Sukardi Suba
- From the School of Nursing, University of Rochester, Rochester, NY
| | - Mary G Carey
- From the School of Nursing, University of Rochester, Rochester, NY
| | - Michele M Pelter
- Department of Physiological Nursing, School of Nursing, University of California San Francisco, San Francisco, CA
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Pelter MM. Hospital-Based Electrocardiographic Monitoring: The Good, the Not So Good, and Untapped Potential. Am J Crit Care 2024; 33:247-259. [PMID: 38945816 DOI: 10.4037/ajcc2024781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Continuous electrocardiographic (ECG) monitoring was first introduced into hospitals in the 1960s, initially into critical care, as bedside monitors, and eventually into step-down units with telemetry capabilities. Although the initial use was rather simplistic (ie, heart rate and rhythm assessment), the capabilities of these devices and associated physiologic (vital sign) monitors have expanded considerably. Current bedside monitors now include sophisticated ECG software designed to identify myocardial ischemia (ie, ST-segment monitoring), QT-interval prolongation, and a myriad of other cardiac arrhythmia types. Physiologic monitoring has had similar advances from noninvasive assessment of core vital signs (blood pressure, respiratory rate, oxygen saturation) to invasive monitoring including arterial blood pressure, temperature, central venous pressure, intracranial pressure, carbon dioxide, and many others. The benefit of these monitoring devices is that continuous and real-time information is displayed and can be configured to alarm to alert nurses to a change in a patient's condition. I think it is fair to say that critical and high-acuity care nurses see these devices as having a positive impact in patient care. However, this enthusiasm has been somewhat dampened in the past decade by research highlighting the shortcomings and unanticipated consequences of these devices, namely alarm and alert fatigue. In this article, which is associated with the American Association of Critical-Care Nurses' Distinguished Research Lecture, I describe my 36-year journey from a clinical nurse to nurse scientist and the trajectory of my program of research focused primarily on ECG and physiologic monitoring. Specifically, I discuss the good, the not so good, and the untapped potential of these monitoring systems in clinical care. I also describe my experiences with community-based research in patients with acute coronary syndrome and/or heart failure.
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Affiliation(s)
- Michele M Pelter
- Michele M. Pelter is an associate professor, director of the ECG Monitoring Research Lab, and an associate translational scientist, Center for Physiologic Research, Department of Physiological Nursing, School of Nursing, University of California San Francisco
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Borczynski E, Suba S, Mackin LA, Mortara DW, Badilini F, Rodway GW, Pelter MM. Ischemic Pre-Conditioning is Present in Patients with Non-ST Elevation Myocardial Infarction and ECG Derived Moderate Obstructive Sleep Apnea. J Cardiovasc Nurs 2023; 38:299-306. [PMID: 37027135 PMCID: PMC9616964 DOI: 10.1097/jcn.0000000000000926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Background Obstructive Sleep Apnea (OSA) is associated with an increased risk of cardiovascular events, including Acute Coronary Syndrome (ACS). There is conflicting evidence that suggests OSA has a cardioprotective effect (i.e., lower troponin), via ischemic pre-conditioning, in patients with ACS. Purpose This study had two aims: (1) compare peak troponin between non-ST elevation (NSTE) ACS patients with and without moderate OSA identified using a Holter derived respiratory disturbance index (HDRDI); and (2) determine the frequency of transient myocardial ischemia (TMI) between NSTE-ACS patients with and without moderate HDRDI. Method This was a secondary analysis. OSA events were identified from 12-lead ECG Holter recordings using QRSs, R-R intervals, and the myogram. Moderate OSA was defined as an HDRDI ≥15 events per/hour. TMI was defined as ≥1 millimeter of ST-segment ↑ or ↓, in ≥ 1 ECG lead, ≥ 1 minute. Results In 110 NSTE-ACS patients, 39% (n=43) had moderate HDRDI. Peak troponin was higher in patients with moderate HDRDI (6.8 ng/ml yes vs. 10.2 ng/ml no; p=0.037). There was a trend for fewer TMI events, but there were no differences (16% yes vs. 30% no; p=0.081). Conclusions NSTE-ACS patients with moderate HDRDI have less cardiac injury than those without moderate HDRDI measured using a novel ECG derived method. These findings corroborate prior studies suggesting a possible cardioprotective effect of OSA in ACS patients via ischemic pre-condition. There was a trend for fewer TMI events in moderate HDRDI patients, but there was no statistical difference. Future research should explore the underlying physiologic mechanisms of this finding.
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Affiliation(s)
- Elizabeth Borczynski
- University of California San Francisco School of Nursing
- University of California San Francisco Medical Center
| | | | | | | | - Fabio Badilini
- University of California San Francisco School of Nursing
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Fang J, Zhang X. Effect of various doses of rosuvastatin in the treatment of elderly patients with unstable angina pectoris. Am J Transl Res 2022; 14:594-602. [PMID: 35173877 PMCID: PMC8829618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 12/21/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVES This prospective study aimed to explore the effects of various doses of rosuvastatin on the hemodynamic changes, highly sensitive C-reactive protein (hs-CRP) and interleukin-6 (IL-6) levels in elderly patients with unstable angina pectoris. METHODS One-hundred and six elderly patients with unstable angina pectoris were enrolled and divided into group A (n=55) and group B (n=51). Under the same treatment for angina pectoris, patients in groups A and B were administered with 5 mg and 10 mg of rosuvastatin orally once every night, respectively. The two groups were compared in terms of hemorheology, coagulation indices and immune reaction (serum hs-CRP and IL-6 levels), changes of clinical indices, electrocardiograph (ECG), therapeutic effect, and incidence of adverse reactions. Serum hs-CRP and IL-6 levels were detected by ELISA method, and their correlation was analyzed by Pearson method. RESULTS Whole blood viscosity at high cut (BVH), whole blood viscosity at low cut (BVL), plasma viscosity (PV), and erythrocyte sedimentation rate (ESR), immunoglobulin index, and the hs-CRP and IL-6 levels decreased in both groups after treatment and were lower in group B than in group A (P<0.05). Prothrombin time (PT) and activated partial thromboplastin time (APTT) increased, while fibrinogen (FIB) decreased in both groups after treatment (P<0.05). Group B was superior to group A in the onset times of myocardial ischemia and angina pectoris, the total duration of myocardial ischemia, and the total effective rate indicated by ECG (P<0.05). No statistical difference was observed in the incidence of adverse reactions between the two groups after treatment (P>0.05). CONCLUSIONS The optimal efficacy of rosuvastatin at 10 mg/day was higher than that of rosuvastatin at 5 mg/day.
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Affiliation(s)
- Jingyun Fang
- Emergency Department, Ganzhou People’s HospitalGanzhou 341000, Jiangxi Province, China
| | - Xueli Zhang
- Department of Geriatrics, Ganzhou People’s HospitalGanzhou 341000, Jiangxi Province, China
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Xiao R, Xu Y, Pelter MM, Mortara DW, Hu X. A Deep Learning Approach to Examine Ischemic ST Changes in Ambulatory ECG Recordings. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2018; 2017:256-262. [PMID: 29888083 PMCID: PMC5961830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Patients with suspected acute coronary syndrome (ACS) are at risk of transient myocardial ischemia (TMI), which could lead to serious morbidity or even mortality. Early detection of myocardial ischemia can reduce damage to heart tissues and improve patient condition. Significant ST change in the electrocardiogram (ECG) is an important marker for detecting myocardial ischemia during the rule-out phase of potential ACS. However, current ECG monitoring software is vastly underused due to excessive false alarms. The present study aims to tackle this problem by combining a novel image-based approach with deep learning techniques to improve the detection accuracy of significant ST depression change. The obtained convolutional neural network (CNN) model yields an average area under the curve (AUC) at 89.6% from an independent testing set. At selected optimal cutoff thresholds, the proposed model yields a mean sensitivity at 84.4% while maintaining specificity at 84.9%.
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Affiliation(s)
- Ran Xiao
- Department of Physiological Nursing, University of California, San Francisco, CA
| | - Yuan Xu
- Department of Neurological Surgery, University of California, San Francisco, CA
| | - Michele M Pelter
- Institute for Computational Health Sciences, University of California, San Francisco, CA
| | - David W Mortara
- Core Faculty, UCB/UCSF Graduate Group in Bioengineering, University of California, San Francisco, CA
| | - Xiao Hu
- Department of Physiological Nursing, University of California, San Francisco, CA
- Department of Neurological Surgery, University of California, San Francisco, CA
- Institute for Computational Health Sciences, University of California, San Francisco, CA
- Core Faculty, UCB/UCSF Graduate Group in Bioengineering, University of California, San Francisco, CA
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Pelter MM, Xu Y, Fidler R, Xiao R, Mortara DW, Xiao H. Evaluation of ECG algorithms designed to improve detect of transient myocardial ischemia to minimize false alarms in patients with suspected acute coronary syndrome. J Electrocardiol 2017; 51:288-295. [PMID: 29129350 DOI: 10.1016/j.jelectrocard.2017.10.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Patients hospitalized for suspected acute coronary syndrome (ACS) are at risk for transient myocardial ischemia. During the "rule-out" phase, continuous ECG ST-segment monitoring can identify transient myocardial ischemia, even when asymptomatic. However, current ST-segment monitoring software is vastly underutilized due to false positive alarms, with resultant alarm fatigue. Current ST algorithms may contribute to alarm fatigue because; (1) they are not designed with a delay (minutes), rather alarm to brief spikes (i.e., turning, heart rate changes), and (2) alarm to changes in a single ECG lead, rather than contiguous leads. PURPOSE This study was designed to determine sensitivity, and specificity, of ST algorithms when accounting for; ST magnitude (100μV vs 200μV), duration, and changes in contiguous ECG leads (i.e., aVL, I, - aVR, II, aVF, III; V1, V2, V3, V4, V5, V6, V6, I). METHODS This was a secondary analysis from the COMPARE Study, which assessed occurrence rates for transient myocardial ischemia in hospitalized patients with suspected ACS using 12-lead Holter. Transient myocardial ischemia was identified from Holter using >100μV ST-segment ↑ or ↓, in >1 ECG lead, >1min. Algorithms tested against Holter transient myocardial ischemia were done using the University of California San Francisco (UCSF) ECG algorithm and included: (1)100μV vs 200μV any lead during a 5-min ST average; (2)100μV vs 200μV any lead >5min, (3) 100μV vs 200μV any lead during a 5-min ST average in contiguous leads, and (4) 100μV vs 200μV>5min in contiguous leads (Table below). RESULTS In 361 patients; mean age 63+12years, 63% male, 56% prior CAD, 43 (11%) had transient myocardial ischemia. Of the 43 patients with transient myocardial ischemia, 17 (40%) had ST-segment elevation events, and 26 (60%) ST-segment depression events. A higher proportion of patients with ST segment depression has missed ischemic events. Table shows sensitivity and specificity for the four algorithms tested. CONCLUSIONS Sensitivity was highly variable, due to the ST threshold selected, with the 100μV measurement point being superior to the 200μV amplitude threshold. Of all the algorithms tested, there was moderate sensitivity and specificity (70% and 68%) using the 100μV ST-segment threshold, integrated ST-segment changes in contiguous leads during a 5-min average.
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Affiliation(s)
- Michele M Pelter
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States.
| | - Yuan Xu
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States
| | - Richard Fidler
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States
| | - Ran Xiao
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States
| | - David W Mortara
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States
| | - Hu Xiao
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, United States
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Pelter MM, Loranger D, Kozik TM, Fidler R, Hu X, Carey MG. Unplanned transfer from the telemetry unit to the intensive care unit in hospitalized patients with suspected acute coronary syndrome. J Electrocardiol 2016; 49:775-783. [PMID: 27623400 DOI: 10.1016/j.jelectrocard.2016.08.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND Most patients presenting with suspected acute coronary syndrome (ACS) are admitted to telemetry units. While telemetry is an appropriate level of care, acute complications requiring a higher level of care in the intensive care unit (ICU) occur. PURPOSE Among patients admitted to telemetry for suspected ACS, we determine the frequency of unplanned ICU transfer, and examine whether ECG changes indicative of myocardial ischemia, and/or symptoms preceded unplanned transfer. METHOD This was a secondary analysis from a study assessing occurrence rates for transient myocardial ischemia (TMI) using a 12-lead Holter. Clinicians were blinded to Holter data as it was used in the context research; off-line analysis was performed post discharge. Hospital telemetry monitoring was maintained as per hospital protocol. TMI was defined as >1mm ST-segment ↑ or ↓, in >1 ECG lead, >1minute. Symptoms were assessed by chart review. RESULTS In 409 patients (64±13years), most were men (60%), Caucasian (93%), and had a history of coronary artery disease (47%). Unplanned transfer to the ICU occurred in 9 (2.2%), was equivalent by gender, and age (no transfer 64±13years vs transfer 67±11years). Four patients were transferred following unsuccessful percutaneous coronary intervention (PCI) attempt, four due to recurrent angina, and one due to renal and hepatic failure. Mean time from admission to transfer was 13±6hours, mean time to ECG detected ischemia was 6±5hours, and 8.8±5hours for symptoms prompting transfer. In two patients ECG detected ischemia and acute symptoms prompting transfer were simultaneous. In five patients, ECG detected ischemia was clinically silent. All patients eventually had symptoms that prompted transfer to the ICU. In all nine patients, there was no documentation or nursing notes regarding bedside ECG monitor changes prior to unplanned transfer. Hospital length of stay was longer in the unplanned transfer group (2days ± 2 versus 6days ± 4; p=0.018). CONCLUSIONS In patients with suspected ACS, while unplanned transfer from telemetry to ICU is uncommon, it is associated with prolonged hospitalization. Two primary scenarios were identified; (1) following unsuccessful PCI, and (2) recurrent angina. Symptoms prompting unplanned transfer occurred, but happened on average 8.8 hours after hospital admission; whereas ECG detected ischemia preceding unplanned transfer occurred on average 6 hours after hospital admission.
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Affiliation(s)
| | | | | | - Richard Fidler
- University of California San Francisco, San Francisco, CA
| | - Xiao Hu
- University of California San Francisco, San Francisco, CA
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