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Kaas-Hansen BS, Granholm A, Sivapalan P, Anthon CT, Schjørring OL, Maagaard M, Kjaer MBN, Mølgaard J, Ellekjaer KL, Fagerberg SK, Lange T, Møller MH, Perner A. Real-world causal evidence for planned predictive enrichment in critical care trials: A scoping review. Acta Anaesthesiol Scand 2024; 68:16-25. [PMID: 37649412 DOI: 10.1111/aas.14321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 08/01/2023] [Accepted: 08/12/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Randomised clinical trials in critical care are prone to inconclusiveness due, in part, to undue optimism about effect sizes and suboptimal accounting for heterogeneous treatment effects. Although causal evidence from rich real-world critical care can help overcome these challenges by informing predictive enrichment, no overview exists. METHODS We conducted a scoping review, systematically searching 10 general and speciality journals for reports published on or after 1 January 2018, of randomised clinical trials enrolling adult critically ill patients. We collected trial metadata on 22 variables including recruitment period, intervention type and early stopping (including reasons) as well as data on the use of causal evidence from secondary data for planned predictive enrichment. RESULTS We screened 9020 records and included 316 unique RCTs with a total of 268,563 randomised participants. One hundred seventy-three (55%) trials tested drug interventions, 101 (32%) management strategies and 42 (13%) devices. The median duration of enrolment was 2.2 (IQR: 1.3-3.4) years, and 83% of trials randomised less than 1000 participants. Thirty-six trials (11%) were restricted to COVID-19 patients. Of the 55 (17%) trials that stopped early, 23 (42%) used predefined rules; futility, slow enrolment and safety concerns were the commonest stopping reasons. None of the included RCTs had used causal evidence from secondary data for planned predictive enrichment. CONCLUSION Work is needed to harness the rich multiverse of critical care data and establish its utility in critical care RCTs. Such work will likely need to leverage methodology from interventional and analytical epidemiology as well as data science.
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Affiliation(s)
- Benjamin Skov Kaas-Hansen
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Anders Granholm
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Praleene Sivapalan
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Carl Thomas Anthon
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Olav Lilleholt Schjørring
- Department of Anaesthesia and Intensive Care, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Mathias Maagaard
- Centre for Anaesthesiological Research, Department of Anaesthesiology, Zealand University Hospital, Køge, Denmark
| | | | - Jesper Mølgaard
- Department of Anesthesiology, Centre for Cancer and Organ Dysfunction, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Karen Louise Ellekjaer
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Steen Kåre Fagerberg
- Department of Anaesthesia and Intensive Care, Aalborg University Hospital, Aalborg, Denmark
| | - Theis Lange
- Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Morten Hylander Møller
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Anders Perner
- Department of Intensive Care, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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Rasmussen SS, Grønbæk KK, Mølgaard J, Haahr-Raunkjær C, Meyhoff CS, Aasvang EK, Sørensen HBD. Quantifying physiological stability in the general ward using continuous vital signs monitoring: the circadian kernel density estimator. J Clin Monit Comput 2023; 37:1607-1617. [PMID: 37266711 PMCID: PMC10651555 DOI: 10.1007/s10877-023-01032-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/07/2023] [Indexed: 06/03/2023]
Abstract
Technological advances seen in recent years have introduced the possibility of changing the way hospitalized patients are monitored by abolishing the traditional track-and-trigger systems and implementing continuous monitoring using wearable biosensors. However, this new monitoring paradigm raise demand for novel ways of analyzing the data streams in real time. The aim of this study was to design a stability index using kernel density estimation (KDE) fitted to observations of physiological stability incorporating the patients' circadian rhythm. Continuous vital sign data was obtained from two observational studies with 491 postoperative patients and 200 patients with acute exacerbation of chronic obstructive pulmonary disease. We defined physiological stability as the last 24 h prior to discharge. We evaluated the model against periods of eight hours prior to events defined either as severe adverse events (SAE) or as a total score in the early warning score (EWS) protocol of ≥ 6, ≥ 8, or ≥ 10. The results found good discriminative properties between stable physiology and EWS-events (area under the receiver operating characteristics curve (AUROC): 0.772-0.993), but lower for the SAEs (AUROC: 0.594-0.611). The time of early warning for the EWS events were 2.8-5.5 h and 2.5 h for the SAEs. The results showed that for severe deviations in the vital signs, the circadian KDE model can alert multiple hours prior to deviations being noticed by the staff. Furthermore, the model shows good generalizability to another cohort and could be a simple way of continuously assessing patient deterioration in the general ward.
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Affiliation(s)
- Søren S Rasmussen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, Ørsteds Plads, Building 345B, 2800 Kgs, Lyngby, Denmark.
| | - Katja K Grønbæk
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anaesthesiology, the Center for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Camilla Haahr-Raunkjær
- Department of Anaesthesiology, the Center for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Christian S Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Eske K Aasvang
- Department of Anaesthesiology, the Center for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Helge B D Sørensen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, Ørsteds Plads, Building 345B, 2800 Kgs, Lyngby, Denmark
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Kjærgaard K, Mølgaard J, Rasmussen SM, Meyhoff CS, Aasvang EK. The effect of technical filtering and clinical criteria on alert rates from continuous vital sign monitoring in the general ward. Hosp Pract (1995) 2023; 51:295-302. [PMID: 38126772 DOI: 10.1080/21548331.2023.2298185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/19/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVES Continuous vital sign monitoring at the general hospital ward has major potential advantages over intermittent monitoring but generates many alerts with risk of alert fatigue. We hypothesized that the number of alerts would decrease using different filters. METHODS This study was an exploratory analysis of the alert reducing effect from adding two different filters to continuously collected vital sign data (peripheral oxygen saturation, blood pressure, heart rate, and respiratory rate) in patients admitted after major surgery or severe medical disease. Filtered data were compared to data without artifact removal. Filter one consists of artifact removal, filter two consists of artifact removal plus duration criteria adjusted for severity of vital sign deviation. Alert thresholds were based on the National Early Warning Score (NEWS) threshold. RESULTS A population of 716 patients admitted for severe medical disease or major surgery with continuous wireless vital sign monitoring at the general ward with a mean monitoring time of 75.8 h, were included for the analysis. Without artifact removal, we found a median of 137 [IQR: 87-188] alerts per patient/day, artifact removal resulted in a median of 101 [IQR: 56-160] alerts per patient/day and with artifact removal combined with a duration-severity criterion, we found a median of 19 [IQR: 9-34] alerts per patient/day. Reduction of alerts was 86.4% (p < 0.001) for values without artifact removal (137 alerts) vs. the duration criteria and a reduction (19 alerts) of 81.5% (p < 0.001) for the criteria with artifact removal (101 alerts) vs. the duration criteria (19 alerts). CONCLUSION We conclude that a combination of artifact removal and duration-severity criteria approach substantially reduces alerts generated by continuous vital sign monitoring.
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Affiliation(s)
- Karoline Kjærgaard
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Søren M Rasmussen
- Digital Health Section, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Christian Sylvest Meyhoff
- Department of Anesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Eske Kvanner Aasvang
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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4
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Johansen AO, Mølgaard J, Rasmussen SS, Gu Y, Grønbæk KK, Sørensen HBD, Aasvang EK, Meyhoff CS. Deviations in continuously monitored electrodermal activity before severe clinical complications: a clinical prospective observational explorative cohort study. J Clin Monit Comput 2023; 37:1573-1584. [PMID: 37195623 PMCID: PMC10651525 DOI: 10.1007/s10877-023-01030-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
Monitoring of high-risk patients in hospital wards is crucial in identifying and preventing clinical deterioration. Sympathetic nervous system activity measured continuously and non-invasively by Electrodermal activity (EDA) may relate to complications, but the clinical use remains untested. The aim of this study was to explore associations between deviations of EDA and subsequent serious adverse events (SAE). Patients admitted to general wards after major abdominal cancer surgery or with acute exacerbation of chronic obstructive pulmonary disease were continuously EDA-monitored for up to 5 days. We used time-perspectives consisting of 1, 3, 6, and 12 h of data prior to first SAE or from start of monitoring. We constructed 648 different EDA-derived features to assess EDA. The primary outcome was any SAE and secondary outcomes were respiratory, infectious, and cardiovascular SAEs. Associations were evaluated using logistic regressions with adjustment for relevant confounders. We included 714 patients and found a total of 192 statistically significant associations between EDA-derived features and clinical outcomes. 79% of these associations were EDA-derived features of absolute and relative increases in EDA and 14% were EDA-derived features with normalized EDA above a threshold. The highest F1-scores for primary outcome with the four time-perspectives were 20.7-32.8%, with precision ranging 34.9-38.6%, recall 14.7-29.4%, and specificity 83.1-91.4%. We identified statistically significant associations between specific deviations of EDA and subsequent SAE, and patterns of EDA may be developed to be considered indicators of upcoming clinical deterioration in high-risk patients.
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Affiliation(s)
- Andreas Ohrt Johansen
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark.
| | - Jesper Mølgaard
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | | | - Ying Gu
- Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Katja Kjær Grønbæk
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Helge B D Sørensen
- Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Eske Kvanner Aasvang
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Christian Sylvest Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Thy SA, Johansen AO, Thy A, Sørensen HH, Mølgaard J, Foss NB, Toft P, Meyhoff CS, Aasvang EK. Associations between clinical interventions and transcutaneous blood gas values in postoperative patients. J Clin Monit Comput 2023; 37:1255-1264. [PMID: 36808596 DOI: 10.1007/s10877-023-00982-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 01/29/2023] [Indexed: 02/21/2023]
Abstract
PURPOSE Postoperative monitoring of circulation and respiration is pivotal to guide intervention strategies and ensure patient outcomes. Transcutaneous blood gas monitoring (TCM) may allow for noninvasive assessment of changes in cardiopulmonary function after surgery, including a more direct assessment of local micro-perfusion and metabolism. To form the basis for studies assessing the clinical impact of TCM complication detection and goal-directed-therapy, we examined the association between clinical interventions in the postoperative period and changes in transcutaneous blood gasses. METHODS Two-hundred adult patients who have had major surgery were enrolled prospectively and monitored with transcutaneous blood gas measurements (oxygen (TcPO2) and carbon dioxide (TcPCO2)) for 2 h in the post anaesthesia care unit, with recording of all clinical interventions. The primary outcome was changes in TcPO2, secondarily TcPCO2, from 5 min before a clinical intervention versus 5 min after, analysed with paired t-test. RESULTS Data from 190 patients with 686 interventions were analysed. During clinical interventions, a mean change in TcPO2 of 0.99 mmHg (95% CI-1.79-0.2, p = 0.015) and TcPCO2 of-0.67 mmHg (95% CI 0.36-0.98, p < 0.001) was detected. CONCLUSION Clinical interventions resulted in significant changes in transcutaneous oxygen and carbon dioxide. These findings suggest future studies to assess the clinical value of changes in transcutaneous PO2 and PCO2 in a postoperative setting. TRIAL REGISTRY Clinical trial number: NCT04735380. CLINICAL TRIAL REGISTRY https://clinicaltrials.gov/ct2/show/NCT04735380.
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Affiliation(s)
- Sandra A Thy
- Department of Anesthesiology, Center for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark.
- Department of Anesthesiology, Odense University Hospital and Faculty of Health Science, University of Southern Denmark, Odense, Denmark.
| | - Andreas O Johansen
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - André Thy
- Department of Anesthesiology, Center for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Henrik H Sørensen
- Department of Anesthesiology, Center for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anesthesiology, Center for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Nicolai B Foss
- Department of Anesthesia and Intensive Care, Copenhagen University Hospital-Amager and Hvidovre, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Palle Toft
- Department of Anesthesiology, Odense University Hospital and Faculty of Health Science, University of Southern Denmark, Odense, Denmark
| | - Christian S Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Eske K Aasvang
- Department of Anesthesiology, Center for Cancer and Organ Dysfunction, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Songthawornpong N, Elvekjaer M, Mølgaard J, Rasmussen SM, Meyhoff CS, Aasvang EK, Eriksen VR. Deviating vital signs in continuous monitoring prior to discharge and risk of readmission: an observational study. Intern Emerg Med 2023; 18:1453-1461. [PMID: 37326796 DOI: 10.1007/s11739-023-03318-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/17/2023] [Indexed: 06/17/2023]
Abstract
Premature discharge may result in readmission while longer hospitalization may increase risk of complications such as immobilization and reduce hospital capacity. Continuous monitoring detects more deviating vital signs than intermittent measurements and may help identify patients at risk of deterioration after discharge. We aimed to investigate the association between deviating vital signs detected by continuous monitoring prior to discharge and risk of readmission within 30 days. Patients undergoing elective major abdominal surgery or admitted with acute exacerbation of chronic obstructive pulmonary disease were included in this study. Eligible patients had vital signs monitored continuously within the last 24 h prior to discharge. The association between sustained deviated vital signs and readmission risk was analyzed by using Mann-Whitney's U test and Chi-square test. A total of 51 out of 265 patients (19%) were readmitted within 30 days. Deviated respiratory vital signs occurred frequently in both groups: desaturation < 88% for at least ten minutes was seen in 66% of patients who were readmitted and in 62% of those who were not (p = 0.62) while desaturation < 85% for at least five minutes was seen in 58% of readmitted and 52% of non-readmitted patients (p = 0.5). At least one sustained deviated vital sign was detected in 90% and 85% of readmitted patients and non-readmitted patients, respectively (p = 0.2). Deviating vital signs prior to hospital discharge were frequent but not associated with increased risk of readmission within 30 days. Further exploration of deviating vital signs using continuous monitoring is needed.
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Affiliation(s)
- Nicharatch Songthawornpong
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Bispebjerg, Bakke 23, 2400, Copenhagen, NV, Denmark.
- Copenhagen Center for Translational Research, Copenhagen University Hospital, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.
| | - Mikkel Elvekjaer
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Bispebjerg, Bakke 23, 2400, Copenhagen, NV, Denmark
- Copenhagen Center for Translational Research, Copenhagen University Hospital, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anaesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Søren M Rasmussen
- Biomedical Engineering, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Christian S Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Bispebjerg, Bakke 23, 2400, Copenhagen, NV, Denmark
- Copenhagen Center for Translational Research, Copenhagen University Hospital, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Eske K Aasvang
- Department of Anaesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Vibeke R Eriksen
- Department of Anaesthesiology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
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Fabricius Ekenberg L, Høfsten DE, Rasmussen SM, Mølgaard J, Hasbak P, Sørensen HBD, Meyhoff CS, Aasvang EK. Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy. Sensors (Basel) 2023; 23:2962. [PMID: 36991673 PMCID: PMC10051714 DOI: 10.3390/s23062962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/05/2023] [Accepted: 03/06/2023] [Indexed: 06/19/2023]
Abstract
Wearable wireless electrocardiographic (ECG) monitoring is well-proven for arrythmia detection, but ischemia detection accuracy is not well-described. We aimed to assess the agreement of ST-segment deviation from single- versus 12-lead ECG and their accuracy for the detection of reversible ischemia. Bias and limits of agreement (LoA) were calculated between maximum deviations in ST segments from single- and 12-lead ECG during 82Rb PET-myocardial cardiac stress scintigraphy. Sensitivity and specificity for reversible anterior-lateral myocardial ischemia detection were assessed for both ECG methods, using perfusion imaging results as a reference. Out of 110 patients included, 93 were analyzed. The maximum difference between single- and 12-lead ECG was seen in II (-0.019 mV). The widest LoA was seen in V5, with an upper LoA of 0.145 mV (0.118 to 0.172) and a lower LoA of -0.155 mV (-0.182 to -0.128). Ischemia was seen in 24 patients. Single-lead and 12-lead ECG both had poor accuracy for the detection of reversible anterolateral ischemia during the test: single-lead ECG had a sensitivity of 8.3% (1.0-27.0%) and specificity of 89.9% (80.2-95.8%), and 12-lead ECG a sensitivity of 12.5% (3.0-34.4%) and a specificity of 91.3% (82.0-96.7%). In conclusion, agreement was within predefined acceptable criteria for ST deviations, and both methods had high specificity but poor sensitivity for the detection of anterolateral reversible ischemia. Additional studies must confirm these results and their clinical relevance, especially in the light of the poor sensitivity for detecting reversible anterolateral cardiac ischemia.
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Affiliation(s)
- Luna Fabricius Ekenberg
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Rigshospitalet Copenhagen University Hospital, Blegdamsvej 9, 2200 Copenhagen, Denmark
| | - Dan Eik Høfsten
- Department of Cardiology, Rigshospitalet Copenhagen University Hospital, 2100 Copenhagen, Denmark
| | - Søren M. Rasmussen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Jesper Mølgaard
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Rigshospitalet Copenhagen University Hospital, Blegdamsvej 9, 2200 Copenhagen, Denmark
| | - Philip Hasbak
- Department of Clinical Physiological and Nuclear Medicine, Center for Diagnostics, Rigshospitalet Copenhagen University Hospital, 2100 Copenhagen, Denmark
| | - Helge B. D. Sørensen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Christian S. Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital-Bispebjerg and Frederiksberg Hospital, 2400 Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Eske K. Aasvang
- Department of Anesthesiology, Centre for Cancer and Organ Diseases, Rigshospitalet Copenhagen University Hospital, Blegdamsvej 9, 2200 Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark
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Mølgaard J, Rasmussen SS, Eiberg J, Sørensen HBD, Meyhoff CS, Aasvang EK. Continuous wireless pre- and postoperative vital sign monitoring reveal new, severe desaturations after vascular surgery. Acta Anaesthesiol Scand 2023; 67:19-28. [PMID: 36267029 PMCID: PMC10092470 DOI: 10.1111/aas.14158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/20/2022] [Accepted: 10/17/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVES Postoperative deviating physiologic values (vital signs) may represent postoperative stress or emerging complications. But they can also reflect chronic preoperative values. Distinguishing between the two circumstances may influence the utility of using vital signs in patient monitoring. Thus, we aimed to describe the occurrence of vital sign deviations before and after major vascular surgery, hypothesising that preoperative vital sign deviations were longer in duration postoperatively. METHODS In this prospective observational study, arterial vascular patients were continuously monitored wirelessly - from the day before until 5 days after surgery. Recorded values were: heart rate, respiration rate, peripheral arterial oxygen saturation (SpO2 ) and blood pressure. The outcomes were 1. cumulative duration of SpO2 < 85% / 24 h, and 2. cumulative duration per 24 h of vital sign deviations. RESULTS Forty patients were included with a median monitoring time of 21 h preoperatively and 42 h postoperatively. The median duration of SpO2 < 85% preoperatively was 14.4 min/24 h whereas it was 28.0 min/24 h during day 0 in the ward (p = .09), and 16.8 min/24 h on day 1 in the ward (p = 0.61). Cumulative duration of SpO2 < 80% was significantly longer on day 0 in the ward 2.4 min/24 h (IQR 0.0-4.6) versus 6.7 min/24 h (IQR 1.8-16.2) p = 0.01. CONCLUSION Deviating physiology is common in patients before and after vascular surgery. A longer duration of severe desaturation was found on the first postoperative day in the ward compared to preoperatively, whereas moderate desaturations were reflected in postoperative desaturations. Cumulative duration outside thresholds is, in some cases, exacerbated after surgery.
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Affiliation(s)
- Jesper Mølgaard
- Department of Anaesthesiology, the Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Søren Straarup Rasmussen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jonas Eiberg
- Department of Vascular Surgery, the Heartcenter, Rigshospitalet, Copenhagen, Denmark.,Copenhagen Academy for Medical Education and Simulation (CAMES), Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Helge Bjarup Dissing Sørensen
- Biomedical Signal Processing & AI Research Group, Digital Health Section, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Christian Sylvest Meyhoff
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Department of Anaesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospitals, Copenhagen, Denmark
| | - Eske Kvanner Aasvang
- Department of Anaesthesiology, the Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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9
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Skovbye M, Mølgaard J, Rasmussen SM, Sørensen HB, Meyhoff CS, Aasvang EK. The association between vital signs abnormalities during postanaesthesia care unit stay and deterioration in the general ward following major abdominal cancer surgery assessed by continuous wireless monitoring. CRIT CARE RESUSC 2022; 24:330-340. [PMID: 38047011 PMCID: PMC10692640 DOI: 10.51893/2022.4.oa3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Abstract
Objective: Vital signs abnormalities in the post-anaesthesia care unit (PACU) may identify patients at risk of severe postoperative complications in the general ward, but are sparsely investigated by continuous monitoring. We aimed to assess if the severity of vital signs abnormalities in the PACU was correlated to the duration of severe vital signs abnormalities and serious adverse events (SAEs) in the general ward. Design: Prospective cohort study. Primary exposure was PACU vital signs abnormalities assessed by a standardised PACU recovery score. Participants: Adult patients, aged ≥ 60 years, who underwent major abdominal cancer surgery. Main outcome measures: The duration of severe vital signs abnormalities were assessed by continuous wireless vital signs monitoring and, secondly, by any SAE within the first 96 hours in the general ward. Results: One-hundred patients were included, and 92 patients with a median of 91 hours (interquartile range, 71-95 hours) of vital signs recording were analysed. The maximum vital signs abnormalities in the PACU were not significantly correlated to overall vital signs abnormalities in the general ward (R = 0.13; P = 0.22). Severe circulatory abnormalities in the overall PACU stay and at discharge were significantly correlated to the duration of circulatory vital signs abnormalities on the ward (R = 0.32 [P = 0.00021] and R = 0.26 [P = 0.014], respectively). Seventeen patients (18%) experienced SAEs, without significant association to the PACU stay (area under the receiver operating characteristic [AUROC], 0.59; 95% CI, 0.46-0.73). Conclusion: Vital signs abnormalities in the PACU did not show a tendency towards predicting overall severe vital signs abnormalities or SAEs during the first days in the general ward. Circulatory abnormalities in the PACU showed a tendency towards predicting circulatory complications in the ward.
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Affiliation(s)
- Magnus Skovbye
- Department of Anaesthesiology, the Centre for Cancer and Organ Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anaesthesiology, the Centre for Cancer and Organ Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Søren M. Rasmussen
- Department of Health Technology, Technical University of Denmark, Kgs Lyngby, Denmark
| | - Helge B.D. Sørensen
- Department of Health Technology, Technical University of Denmark, Kgs Lyngby, Denmark
| | - Christian S. Meyhoff
- Department of Anaesthesia and Intensive Care, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Eske K. Aasvang
- Department of Anaesthesiology, the Centre for Cancer and Organ Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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10
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Kaas‐Hansen BS, Granholm A, Anthon CT, Kjær MN, Sivapalan P, Maagaard M, Schjørring OL, Fagerberg SK, Ellekjær KL, Mølgaard J, Ekstrøm CT, Møller MH, Perner A. Causal inference for planning randomised critical care trials: Protocol for a scoping review. Acta Anaesthesiol Scand 2022; 66:1274-1278. [PMID: 36054374 PMCID: PMC9826202 DOI: 10.1111/aas.14142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 08/17/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Randomised clinical trials in critical care are prone to inconclusiveness owing, in part, to undue optimism about effect sizes and suboptimal accounting for heterogeneous treatment effects. Planned predictive enrichment based on secondary critical care data (often very rich with respect to both data types and temporal granularity) and causal inference methods may help overcome these challenges, but no overview exists about their use to this end. METHODS We will conduct a scoping review to assess the extent and nature of the use of causal inference from secondary data for planned predictive enrichment of randomised clinical trials in critical care. We will systematically search 10 general and specialty journals for reports published on or after 1 January 2018, of randomised clinical trials enrolling adult critically ill patients. We will collect trial metadata (e.g., recruitment period and phase) and, when available, information pertaining to the focus of the review (predictive enrichment based on causal inference estimates from secondary data): causal inference methods, estimation techniques and software used; types of patient populations; data provenance, types and models; and the availability of the data (public or not). The results will be reported in a descriptive manner. DISCUSSION The outlined scoping review aims to assess the use of causal inference methods and secondary data for planned predictive enrichment in randomised critical care trials. This will help guide methodological improvements to increase the utility, and facilitate the use, of causal inference estimates when planning such trials in the future.
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Affiliation(s)
- Benjamin Skov Kaas‐Hansen
- Department of Intensive CareCopenhagen University HospitalCopenhagenDenmark,Section for Biostatistics, Department of Public HealthUniversity of CopenhagenCopenhagenDenmark
| | - Anders Granholm
- Department of Intensive CareCopenhagen University HospitalCopenhagenDenmark
| | - Carl Thomas Anthon
- Department of Intensive CareCopenhagen University HospitalCopenhagenDenmark
| | | | - Praleene Sivapalan
- Department of Intensive CareCopenhagen University HospitalCopenhagenDenmark
| | - Mathias Maagaard
- Department of Anaesthesiology, Centre for Anaesthesiological Research, Zealand University Hospital KøgeKøgeDenmark
| | - Olav Lilleholt Schjørring
- Department of Anaesthesia and Intensive CareAalborg University HospitalAalborgDenmark,Department of Clinical MedicineAalborg UniversityAalborgDenmark
| | - Steen Kåre Fagerberg
- Department of Anaesthesia and Intensive CareAalborg University HospitalAalborgDenmark
| | | | - Jesper Mølgaard
- Department of Anesthesiology, Centre for Cancer and Organ DysfunctionCopenhagen University HospitalCopenhagenDenmark
| | - Claus Thorn Ekstrøm
- Section for Biostatistics, Department of Public HealthUniversity of CopenhagenCopenhagenDenmark
| | | | - Anders Perner
- Department of Intensive CareCopenhagen University HospitalCopenhagenDenmark
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11
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Elvekjaer M, Rasmussen SM, Grønbæk KK, Porsbjerg CM, Jensen JU, Haahr-Raunkjær C, Mølgaard J, Søgaard M, Sørensen HBD, Aasvang EK, Meyhoff CS. Clinical impact of vital sign abnormalities in patients admitted with acute exacerbation of chronic obstructive pulmonary disease: an observational study using continuous wireless monitoring. Intern Emerg Med 2022; 17:1689-1698. [PMID: 35593967 DOI: 10.1007/s11739-022-02988-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 04/08/2022] [Indexed: 11/27/2022]
Abstract
Early detection of abnormal vital signs is critical for timely management of acute hospitalised patients and continuous monitoring may improve this. We aimed to assess the association between preceding vital sign abnormalities and serious adverse events (SAE) in patients hospitalised with acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Two hundred patients' vital signs were wirelessly and continuously monitored with peripheral oxygen saturation, heart rate, and respiratory rate during the first 4 days after admission for AECOPD. Non-invasive blood pressure was also measured every 30-60 min. The primary outcome was occurrence of SAE according to international definitions within 30 days and physiological data were analysed for preceding vital sign abnormalities. Data were presented as the mean cumulative duration of vital sign abnormalities per 24 h and analysed using Wilcoxon rank sum test. SAE during ongoing continuous monitoring occurred in 50 patients (25%). Patients suffering SAE during the monitoring period had on average 455 min (SD 413) per 24 h of any preceding vital sign abnormality versus 292 min (SD 246) in patients without SAE, p = 0.08, mean difference 163 min [95% CI 61-265]. Mean duration of bradypnea (respiratory rate < 11 min-1) was 48 min (SD 173) compared with 30 min (SD 84) in patients without SAE, p = 0.01. In conclusion, the duration of physiological abnormalities was substantial in patients with AECOPD. There were no statistically significant differences between patients with and without SAE in the overall duration of preceding physiological abnormalities.Study registration: http://ClinicalTrials.gov (NCT03660501). Date of registration: Sept 6 2018.
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Affiliation(s)
- Mikkel Elvekjaer
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark.
- Copenhagen Center for Translational Research, Bispebjerg and Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark.
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
| | - Søren M Rasmussen
- Biomedical Engineering, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Katja K Grønbæk
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark
- Copenhagen Center for Translational Research, Bispebjerg and Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Celeste M Porsbjerg
- Copenhagen Center for Translational Research, Bispebjerg and Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark
- Respiratory Research Unit, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Jens-Ulrik Jensen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Internal Medicine, Respiratory Medicine Section, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, CHIP and PERSIMUNE, Rigshospitalet, Copenhagen, Denmark
| | - Camilla Haahr-Raunkjær
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jesper Mølgaard
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Marlene Søgaard
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark
- Copenhagen Center for Translational Research, Bispebjerg and Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark
| | - Helge B D Sørensen
- Biomedical Engineering, Department of Health Technology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Eske K Aasvang
- Department of Anaesthesiology, Centre for Cancer and Organ Dysfunction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Christian S Meyhoff
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, NV, Denmark
- Copenhagen Center for Translational Research, Bispebjerg and Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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12
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Kristinsson ÆÖ, Gu Y, Rasmussen SM, Mølgaard J, Haahr-Raunkjær C, Meyhoff CS, Aasvang EK, Sørensen HB. Prediction of serious outcomes based on continuous vital sign monitoring of high-risk patients. Comput Biol Med 2022; 147:105559. [DOI: 10.1016/j.compbiomed.2022.105559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 04/06/2022] [Accepted: 04/22/2022] [Indexed: 11/03/2022]
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13
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Haahr‐Raunkjaer C, Mølgaard J, Elvekjaer M, Rasmussen SM, Achiam MP, Jorgensen LN, Søgaard MI, Grønbæk KK, Oxbøll A, Sørensen HBD, Meyhoff CS, Aasvang EK. Continuous monitoring of vital sign abnormalities; association to clinical complications in 500 postoperative patients. Acta Anaesthesiol Scand 2022; 66:552-562. [PMID: 35170026 PMCID: PMC9310747 DOI: 10.1111/aas.14048] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/12/2022] [Accepted: 02/07/2022] [Indexed: 12/15/2022]
Abstract
Background Patients undergoing major surgery are at risk of complications, so‐called serious adverse events (SAE). Continuous monitoring may detect deteriorating patients by recording abnormal vital signs. We aimed to assess the association between abnormal vital signs inspired by Early Warning Score thresholds and subsequent SAEs in patients undergoing major abdominal surgery. Methods Prospective observational cohort study continuously monitoring heart rate, respiratory rate, peripheral oxygen saturation, and blood pressure for up to 96 h in 500 postoperative patients admitted to the general ward. Exposure variables were vital sign abnormalities, primary outcome was any serious adverse event occurring within 30 postoperative days. The primary analysis investigated the association between exposure variables per 24 h and subsequent serious adverse events. Results Serious adverse events occurred in 37% of patients, with 38% occurring during monitoring. Among patients with SAE during monitoring, the median duration of vital sign abnormalities was 272 min (IQR 110–447), compared to 259 min (IQR 153–394) in patients with SAE after monitoring and 261 min (IQR 132–468) in the patients without any SAE (p = .62 for all three group comparisons). Episodes of heart rate ≥110 bpm occurred in 16%, 7.1%, and 3.9% of patients in the time before SAE during monitoring, after monitoring, and without SAE, respectively (p < .002). Patients with SAE after monitoring experienced more episodes of hypotension ≤90 mm Hg/24 h (p = .001). Conclusion Overall duration of vital sign abnormalities at current thresholds were not significantly associated with subsequent serious adverse events, but more patients with tachycardia and hypotension had subsequent serious adverse events. Trial registration Clinicaltrials.gov, identifier NCT03491137.
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Affiliation(s)
- Camilla Haahr‐Raunkjaer
- Department of Anaesthesiology Centre for Cancer and Organ Diseases Rigshospitalet University of Copenhagen Copenhagen Denmark
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Jesper Mølgaard
- Department of Anaesthesiology Centre for Cancer and Organ Diseases Rigshospitalet University of Copenhagen Copenhagen Denmark
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Mikkel Elvekjaer
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Søren M. Rasmussen
- Biomedical Engineering Department of Health Technology Technical University of Denmark Lyngby Denmark
| | - Michael P. Achiam
- Department of Surgical Gastroenterology Centre for Cancer and Organ Diseases Rigshospitalet University of Copenhagen Copenhagen Denmark
| | - Lars N. Jorgensen
- Digestive Disease Centre, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Department of Clinical Medicine University of Copenhagen Copenhagen Denmark
| | - Mette I.V. Søgaard
- Department of Anaesthesiology Centre for Cancer and Organ Diseases Rigshospitalet University of Copenhagen Copenhagen Denmark
| | - Katja K. Grønbæk
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Anne‐Britt Oxbøll
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Helge B. D. Sørensen
- Biomedical Engineering Department of Health Technology Technical University of Denmark Lyngby Denmark
| | - Christian S. Meyhoff
- Department of Anaesthesia and Intensive Care, Bispebjerg and Frederiksberg Hospital University of Copenhagen Copenhagen Denmark
- Copenhagen Centre for Translational Research Copenhagen University Hospital Bispebjerg and Frederiksberg Copenhagen Denmark
| | - Eske K. Aasvang
- Department of Anaesthesiology Centre for Cancer and Organ Diseases Rigshospitalet University of Copenhagen Copenhagen Denmark
- Department of Clinical Medicine University of Copenhagen Copenhagen Denmark
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14
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Abstract
During 50 years of extracorporeal life support (ECLS), this highly invasive technology has left a considerable imprint on modern medicine, and it still confronts researchers, clinicians and policymakers with multifarious ethical challenges. After half a century of academic discussion about the ethics of ECLS, it seems appropriate to review the state of the argument and the trends in it. Through a comprehensive literature search on PubMed, we identified three ethical discourses: (1) trials and evidence accompanying the use of ECLS, (2) ECLS allocation, decision-making and limiting care, and (3) death on ECLS and ECLS in organ donation. All included articles were carefully reviewed, arguments extracted and grouped into the three discourses. This article provides a narrative synthesis of these arguments, evaluates the opportunities for mediation and substantiates the necessity of a shared decision-making approach at the limits of medical care. ![]()
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Affiliation(s)
- Alexandra Schou
- Department of Anaesthesiology and Intensive Care Medicine, Aalborg University Hospital, Hobrovej 18-22, 9100, Aalborg, Denmark
| | - Jesper Mølgaard
- Centre for Cancer and Organ Diseases, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Lars Willy Andersen
- Heart Centre, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Søren Holm
- Department of Law, School of Social Sciences, Faculty of Humanities, University of Manchester, Williamson Building, Oxford Road, Manchester, M13 9PL, UK
| | - Marc Sørensen
- Heart Centre, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark.
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15
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Mølgaard J, Riedel CS, West AS. [Consequences of sleep deprivation on healthcare workers]. Ugeskr Laeger 2021; 183:V08200579. [PMID: 34219634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Healthcare workers doing night shifts are at risk of lack of sleep or/and circadian rhythm disturbances. The ability to make complex rational decisions is reduced with sleep deprivation; thus, one should try to take the proper precautions. This can be done by reducing the complexity and decision speed as much as possible at nights. Furthermore, as suggested in this review, several individual and organisational measures can reduce the risk of circadian rhythm disorders and make the body ready for a new shift more quickly. Driving motor vehicles should be avoided after night shifts with insufficient sleep.
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16
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Mølgaard J, Christensen M. [Not Available]. Ugeskr Laeger 2019; 181:V70784. [PMID: 31908265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
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17
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Bergstrand L, Erikson U, Holme I, Johansson J, Olsson AG, Mølgaard J, Nilsson S, Stenport G, Walldius G. Reproducibility of Quantitative Arteriographic Assessment of Atherosclerosis in the Femoral Artery. Acta Radiol 2016. [DOI: 10.1177/028418519303400616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Results from computer-analysed angiograms in the Probucol Quantitative Regression Swedish Trial (PQRST) were analysed to determine the reproducibility of the method and any drift in the analysing system. The precision index (P(μ)) for 2 angiography series, made at 10 min intervals, of the femoral artery in 276 patients was 10.5 for lumen volume and 21.9 for roughness (edge irregularity). No difference in reproducibility was found between patients with and without symptoms of peripheral atherosclerosis or when looking at the reproducibility over years. A drift of 0.67% per year in the radiographic equipment (but not in the analysis system) was found, confirmed by use of phantoms. Computer-based analysis of femoral atherosclerosis is a reliable method for follow-up trials, giving high reproducibility even if the trial spans over several years and involves different centres. The use of phantoms is essential for checking the method over time.
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18
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Abstract
The present report describes a case of postoperative paralysis of the left recurrent laryngeal nerve in a patient undergoing surgery at a site far from the anatomic course of the nerve. Possible aetiological factors, symptoms, management and prophylaxis are discussed.
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Affiliation(s)
- R J Laursen
- Department of Anaesthesiology and Intensive Care, Herning Hospital, Denmark
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19
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Elinder LS, Hådell K, Johansson J, Mølgaard J, Holme I, Olsson AG, Walldius G. Probucol treatment decreases serum concentrations of diet-derived antioxidants. Arterioscler Thromb Vasc Biol 1995; 15:1057-63. [PMID: 7627696 DOI: 10.1161/01.atv.15.8.1057] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The effect of probucol, which is both a cholesterol-lowering drug and an antioxidant, on the serum concentrations of diet-derived antioxidants vitamin E, beta-carotene, lycopene, and vitamin A was studied in 303 hypercholesterolemic subjects. In a 3-year, double-blind, randomized trial we investigated to determine whether combined treatment with diet, cholestyramine, and probucol could reduce the progression of femoral atherosclerosis. Serum and lipoprotein antioxidant levels were measured by reverse-phase high-performance liquid chromatography. Cholestyramine significantly lowered serum concentrations of vitamin E by 7%, beta-carotene by 40%, and lycopene by 30% (all P < .001) due to impairment of gastrointestinal absorption and to serum cholesterol lowering. Probucol reduced serum vitamin E by 14% (P < .001) secondary to cholesterol and triglyceride lowering. The carotenoids were reduced by probucol by 30% to 40% (P < .001) most probably due to reductions in lipoprotein particle size and to competition with these substances for incorporation into VLDL during its assembly in the liver. This study shows that the use of a lipid-soluble antioxidant and cholesterol-lowering drug may have unfavorable effects on blood levels of diet-derived antioxidants.
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Affiliation(s)
- L S Elinder
- Department of Internal Medicine, King Gustaf V Research Institute, Karolinska Institute, Stockholm, Sweden
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20
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Scha¨fer Elinder L, Ha˚dell K, Johansson J, Mølgaard J, Holme I, Olsson A, Walldius G. Probucol displaces carotenoids from LDL. Atherosclerosis 1994. [DOI: 10.1016/0021-9150(94)93857-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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21
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Bergstrand L, Erikson U, Holme I, Johansson J, Olsson AG, Mølgaard J, Nilsson S, Stenport G, Walldius G. Reproducibility of quantitative arteriographic assessment of atherosclerosis in the femoral artery. Acta Radiol 1993; 34:612-7. [PMID: 8240898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Results from computer-analysed angiograms in the Probucol Quantitative Regression Swedish Trial (PQRST) were analysed to determine the reproducibility of the method and any drift in the analysing system. The precision index (P(mu)) for 2 angiography series, made at 10 min intervals, of the femoral artery in 276 patients was 10.5 for lumen volume and 21.9 for roughness (edge irregularity). No difference in reproducibility was found between patients with and without symptoms of peripheral atherosclerosis or when looking at the reproducibility over years. A drift of 0.67% per year in the radiographic equipment (but not in the analysis system) was found, confirmed by use of phantoms. Computer-based analysis of femoral atherosclerosis is a reliable method for follow-up trials, giving high reproducibility even if the trial spans over several years and involves different centres. The use of phantoms is essential for checking the method over time.
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Affiliation(s)
- L Bergstrand
- Department of Diagnostic Radiology, University Hospital, Uppsala, Sweden
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22
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Bergstrand L, Erikson U, Holme I, Johansson J, Olsson AG, Mølgaard J, Nilsson S, Stenport G, Walldius G. Reproducibility of Quantitative Arteriographic Assessment of Atherosclerosis in the Femoral Artery. Acta Radiol 1993. [DOI: 10.3109/02841859309175417] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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23
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Mandøe H, Nikolajsen L, Lintrup U, Jepsen D, Mølgaard J. Sore throat after endotracheal intubation. Anesth Analg 1992; 74:897-900. [PMID: 1595921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Nitrous oxide can diffuse into the cuff of an endotracheal tube during tracheal intubation, and the cuff pressure against the tracheal wall may cause mucosal damage. An endotracheal tube has been developed (Brandt Anesthesia Tube) that effectively limits nitrous oxide-related intracuff pressure increases. We determined whether the incidence of postoperative sore throat could be reduced by using this tube. Forty-eight female patients, 18-50 yr of age, were included in the study. Endotracheal intubation was performed with either a Brandt Anesthesia Tube or a Mallinckrodt endotracheal tube. All patients were interviewed postoperatively after 20-30 h by individuals who did not know which tube was used. In the Mallinckrodt group, 12 of 20 patients had a sore throat and 10 patients had intracuff pressures greater than 25 mm Hg. Only 3 of 20 patients in the Brandt group had a sore throat. We found that the incidence of sore throats after intubation could be significantly reduced by using the Brandt Anesthesia Tube (P less than 0.005).
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Affiliation(s)
- H Mandøe
- Department of Anesthesia, Central Hospital, Herning, Denmark
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24
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Nikolajsen L, Mandøe H, Mølgaard J. [Capnometry. Technique and clinical use in anesthesia and emergency medicine]. Ugeskr Laeger 1991; 153:2940-4. [PMID: 1949318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
By capnometry is understood measurement of carbon dioxide in the expiratory air. The concentration can be determined by various forms of spectometry. A new acoustic principle of measurement is more sensitive than the methods hitherto employed. Capnometry registers rapid intubation of the oesophagus. Sudden changes in expired carbon dioxide may be signs of malignant hyperthermia or pulmonary embolism. In addition, capnometry is a valuable aid in the regulation of mechanical ventilation. Recent investigations suggest that capnometry can be employed to confirm or refute clinical suspicion of pulmonary embolism and that measurement of expired carbon dioxide may be of prognostic value in resuscitation. It has not yet be elucidated whether nasal measurements in patients who are not intubated can provide reliable values.
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Affiliation(s)
- L Nikolajsen
- Herning Centralsygehus, anaestesi- og intensivafdelingen
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Ahlburg P, Mølgaard J, Rasmussen BS, Noreng MF. Intrapleural administration of 0.5% plain bupivacaine compared to 0.5% epinephrine: a hemodynamic and ventilatory study. Reg Anesth 1991; 16:257-61. [PMID: 1958601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The ventilatory and hemodynamic effects of 20 ml 0.5% intrapleural bupivacaine with and without 5 micrograms/ml epinephrine were studied. Ten patients scheduled for intrapleural block in the treatment of chronic visceral pain had a left-sided intrapleural catheter inserted. In a double-blind, crossover design they received 20 ml 0.5% bupivacaine with and without 5 micrograms/ml epinephrine. Forced vital capacity, vital capacity, and forced expiratory volume in one second were measured before and 30 minutes after the injection. Mean blood pressure, heart rate, and cardiac output were recorded before the injection and at five-minute intervals for 30 minutes. Vital capacity, forced vital capacity, and forced expiratory volume in one second were unchanged in both groups. There were no differences in any of the pulmonary function tests between the groups. When data from both groups are pooled, vital capacity shows a decrease of 7% (p less than 0.05). No changes in heart rate or mean blood pressure were seen in either group. Bupivacaine without epinephrine did not affect the cardiac output, whereas bupivacaine with epinephrine resulted in a rise in cardiac output of 15% at 15 and 20 minutes after the injection. We did not find any major effects of intrapleural injection of 20 ml 0.5% bupivacaine with and without 5 micrograms/ml epinephrine on ventilatory capacity or cardiovascular function in patients treated for chronic visceral pain.
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Affiliation(s)
- P Ahlburg
- Department of Anesthesia, Aarhus Kommunehospital, Denmark
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Ahlburg P, Mølgaard J. [Treatment of interpleural pain]. Ugeskr Laeger 1990; 152:2632-4. [PMID: 2219484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Since then, a great deal of work on this topic has been published. The literature is reviewed and indications, contraindications, dosage, mechanism of action and side effects are discussed.
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Affiliation(s)
- P Ahlburg
- Anaestesiafdelingen, Arhus Kommunehospital
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Abstract
This study comprised 12 patients admitted for interpleural catheter treatment of chronic pancreatic pain. After the insertion of a left-sided interpleural catheter, 20 ml of bupivacaine 0.5% plain was given, followed by top-ups of 10-20 ml bupivacaine 0.5% as needed. Catheters were left in situ for 12-30 h. Immediate pain relief was achieved in all patients. Five patients had only a single blockade offering pain relief for a median of 33 days. One patient suffering from pancreatic carcinoma remained pain-free until death 45 days later. Seven patients returned for a second blockade after a median of 10 days. After this second blockade long-lasting pain relief was achieved in three patients for 70, 105 and 145 days. Two patients experienced pain relief lasting 11-14 days, while in two patients only a short-lived effect was observed, 3-8 days. Unimportant pneumothorax occurred in one patient. No cardiovascular or respiratory side-effects were recorded. We consider interpleural blockade an alternative worth further investigations in the future in the treatment of patients suffering from chronic pancreatic pain.
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Affiliation(s)
- P Ahlburg
- Department of Anaesthesia, Aarhus Municipal Hospital, Denmark
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Ahlburg P, Noreng MF, Mølgaard J. [Interpleural bupivacaine (Marcain) in the treatment of pain in a patient with chronic pancreatitis]. Ugeskr Laeger 1989; 151:3167-8. [PMID: 2595847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
A case of long-term relief of pain after interpleural blockade with bupivacaine in a patient suffering from severe chronic pancreatitis is reported.
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Iversen G, Hansen KB, Mølgaard J. [Distal tubular acidosis accompanied by severe hypokalemic paralysis--amiloride induced?]. Ugeskr Laeger 1986; 148:902. [PMID: 3705237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Andersen PT, Møller-Petersen J, Nielsen LK, Mølgaard J. Comparisons between CK-B and other clinical indicators of cardiac contusion following multiple trauma. Scand J Thorac Cardiovasc Surg 1986; 20:93-6. [PMID: 3704604 DOI: 10.3109/14017438609105922] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The activity of creatine kinase (CK) and creatine kinase B(CK-B) was measured in 17 patients with injuries to multiple organ systems, including the chest. The patients were closely observed for clinical signs of disturbed cardiac function by means of serial ECG, continuous monitoring of cardiac rhythm, daily cardiac auscultation, serial chest roentgenography and monitoring of central hemodynamic parameters. No statistically significant difference in CK and CK-B activity was found between the group of patients with normal cardiac function and the group with disturbed cardiac function. The CK-B activity was markedly elevated, but CK-B activity relative to CK activity was normal in both groups during the first 7 days after the trauma. The authors conclude that the significance of these enzymes' serum activity, measured with the immunoinhibition method, is diagnostically doubtful not only as regards cardiac contusions, but also in other cardiopathy preceding or following major trauma.
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Andersen PT, Mølgaard J. [Systemic allergic reactions precipitated by neuromuscular blocking agents]. Ugeskr Laeger 1985; 147:4181-3. [PMID: 4090060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Andersen BN, Mølgaard J, Nielsen FB, Knudsen F. [The transurethral resection syndrome treated with dopamine]. Ugeskr Laeger 1984; 146:2486-7. [PMID: 6515859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Mølgaard J, Ekelund S, Påby P. [Hyperglycinemia during transurethral resection of the prostate with glycine as the irrigating fluid]. Ugeskr Laeger 1984; 146:2084-6. [PMID: 6515796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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