1
|
Meijs DAM, Wynants L, van Kuijk SMJ, Scheeren CIE, Hana A, Mehagnoul-Schipper J, Stessel B, Vander Laenen M, Cox EGM, Sels JWEM, Smits LJM, Bickenbach J, Mesotten D, van der Horst ICC, Marx G, van Bussel BCT. Boosting the accuracy of existing models by updating and extending: using a multicenter COVID-19 ICU cohort as a proxy. Sci Rep 2024; 14:26344. [PMID: 39487145 PMCID: PMC11530535 DOI: 10.1038/s41598-024-70333-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 08/14/2024] [Indexed: 11/04/2024] Open
Abstract
Most published prediction models for Coronavirus Disease 2019 (COVID-19) were poorly reported, at high risk of bias, and heterogeneous in model performance. To tackle methodological challenges faced in previous prediction studies, we investigated whether model updating and extending improves mortality prediction, using the Intensive Care Unit (ICU) as a proxy. All COVID-19 patients admitted to seven ICUs in the Euregio-Meuse Rhine during the first pandemic wave were included. The 4C Mortality and SEIMC scores were selected as promising prognostic models from an external validation study. Five predictors could be estimated based on cohort size. TRIPOD guidelines were followed and logistic regression analyses with the linear predictor, APACHE II score, and country were performed. Bootstrapping with backward selection was applied to select variables for the final model. Additionally, shrinkage was performed. Model discrimination was displayed as optimism-corrected areas under the ROC curve and calibration by calibration slopes and plots. The mortality rate of the 551 included patients was 36%. Discrimination of the 4C Mortality and SEIMC scores increased from 0.70 to 0.74 and 0.70 to 0.73 and calibration plots improved compared to the original models after updating and extending. Mortality prediction can be improved after updating and extending of promising models.
Collapse
Affiliation(s)
- Daniek A M Meijs
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands.
- Department of Intensive Care Medicine, Laurentius Ziekenhuis, Roermond, the Netherlands.
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands.
| | - Laure Wynants
- Department of Epidemiology, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- Department of Development and Regeneration, KULeuven, Leuven, Belgium
- Epi-Centre, KULeuven, Leuven, Belgium
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht UMC+, Maastricht, the Netherlands
| | - Clarissa I E Scheeren
- Department of Intensive Care Medicine, Zuyderland Medisch Centrum, Heerlen/Sittard, the Netherlands
| | - Anisa Hana
- Department of Intensive Care Medicine, Laurentius Ziekenhuis, Roermond, the Netherlands
- Department of Intensive Care Medicine, University Hospital of Zurich, Zurich, Switzerland
| | | | - Björn Stessel
- Department of Intensive Care Medicine, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, UHasselt, Diepenbeek, Belgium
| | - Margot Vander Laenen
- Department of Intensive Care Medicine, Ziekenhuis Oost-Limburg (ZOL), Genk, Belgium
| | - Eline G M Cox
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Department of Intensive Care Medicine, University Medical Center Groningen (UMCG), Groningen, the Netherlands
| | - Jan-Willem E M Sels
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Department of Cardiology, Maastricht UMC+, Maastricht, the Netherlands
| | - Luc J M Smits
- Department of Epidemiology, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Johannes Bickenbach
- Department of Intensive Care Medicine, University Hospital Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen, Aachen, Germany
| | - Dieter Mesotten
- Faculty of Medicine and Life Sciences, UHasselt, Diepenbeek, Belgium
- Department of Intensive Care Medicine, Ziekenhuis Oost-Limburg (ZOL), Genk, Belgium
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Gernot Marx
- Department of Intensive Care Medicine, University Hospital Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen, Aachen, Germany
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
- Department of Epidemiology, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| |
Collapse
|
2
|
Ghossein MA, de Kok JWTM, Eerenberg F, van Rosmalen F, Boereboom R, Duisberg F, Verharen K, Sels JEM, Delnoij T, Geyik Z, Mingels AMA, Meex SJR, van Kuijk SMJ, van Stipdonk AMW, Ghossein C, Prinzen FW, van der Horst ICC, Vernooy K, van Bussel BCT, Driessen RGH. Monitoring of myocardial injury by serial measurements of QRS area and T area: The MaastrICCht cohort. Ann Noninvasive Electrocardiol 2024; 29:e70001. [PMID: 39229961 PMCID: PMC11372660 DOI: 10.1111/anec.70001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 05/03/2024] [Accepted: 07/14/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Manually derived electrocardiographic (ECG) parameters were not associated with mortality in mechanically ventilated COVID-19 patients in earlier studies, while increased high-sensitivity cardiac troponin-T (hs-cTnT) and N-terminal pro-B-type natriuretic peptide (NT-proBNP) were. To provide evidence for vectorcardiography (VCG) measures as potential cardiac monitoring tool, we investigated VCG trajectories during critical illness. METHODS All mechanically ventilated COVID-19 patients were included in the Maastricht Intensive Care Covid Cohort between March 2020 and October 2021. Serum hs-cTnT and NT-proBNP concentrations were measured daily. Conversion of daily 12-lead ECGs to VCGs by a MATLAB-based script provided QRS area, T area, maximal QRS amplitude, and QRS duration. Linear mixed-effect models investigated trajectories in serum and VCG markers over time between non-survivors and survivors, adjusted for confounders. RESULTS In 322 patients, 5461 hs-cTnT, 5435 NT-proBNP concentrations and 3280 ECGs and VCGs were analyzed. Non-survivors had higher hs-cTnT concentrations at intubation and both hs-cTnT and NT-proBNP significantly increased compared with survivors. In non-survivors, the following VCG parameters decreased more when compared to survivors: QRS area (-0.27 (95% CI) (-0.37 to -0.16, p < .01) μVs per day), T area (-0.39 (-0.62 to -0.16, p < .01) μVs per day), and maximal QRS amplitude (-0.01 (-0.01 to -0.01, p < .01) mV per day). QRS duration did not differ. CONCLUSION VCG-derived QRS area and T area decreased in non-survivors compared with survivors, suggesting that an increase in myocardial damage and tissue loss play a role in the course of critical illness and may drive mortality. These VCG markers may be used to monitor critically ill patients.
Collapse
Affiliation(s)
- M A Ghossein
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - J W T M de Kok
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - F Eerenberg
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - F van Rosmalen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - R Boereboom
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - F Duisberg
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - K Verharen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - J E M Sels
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - T Delnoij
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Z Geyik
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - A M A Mingels
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Clinical Chemistry, Central Diagnostic Laboratory, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - S J R Meex
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Clinical Chemistry, Central Diagnostic Laboratory, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - S M J van Kuijk
- Clinical Epidemiology & Medical Technology Assessment (KEMTA), Maastricht University Medical Center+, Maastricht, The Netherlands
| | - A M W van Stipdonk
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - C Ghossein
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
- School for Oncology and Developmental Biology (GROW), Maastricht University, Maastricht, The Netherlands
| | - F W Prinzen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - I C C van der Horst
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - K Vernooy
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - B C T van Bussel
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - R G H Driessen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center+, Maastricht, The Netherlands
| |
Collapse
|
3
|
Heines SJH, de Jongh SAM, de Jongh FHC, Segers RPJ, Gilissen KMH, van der Horst ICC, van Bussel BCT, Bergmans DCJJ. A novel positive end-expiratory pressure titration using electrical impedance tomography in spontaneously breathing acute respiratory distress syndrome patients on mechanical ventilation: an observational study from the MaastrICCht cohort. J Clin Monit Comput 2024:10.1007/s10877-024-01212-8. [PMID: 39196479 DOI: 10.1007/s10877-024-01212-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 08/19/2024] [Indexed: 08/29/2024]
Abstract
There is no universally accepted method for positive end expiratory pressure (PEEP) titration approach for patients on spontaneous mechanical ventilation (SMV). Electrical impedance tomography (EIT) guided PEEP-titration has shown promising results in controlled mechanical ventilation (CMV), current implemented algorithm for PEEP titration (based on regional compliance measurements) is not applicable in SMV. Regional peak flow (RPF, defined as the highest inspiratory flow rate based on EIT at a certain PEEP level) is a new method for quantifying regional lung mechanics designed for SMV. The objective is to study whether RPF by EIT is a feasible method for PEEP titration during SMV. Single EIT measurements were performed in COVID-19 ARDS patients on SMV. Clinical (i.e., tidal volume, airway occlusion pressure, end-tidal CO2) and mechanical (cyclic alveolar recruitment, recruitment, cumulative overdistension (OD), cumulative collapse (CL), pendelluft, and PEEP) outcomes were determined by EIT at several pre-defined PEEP thresholds (1-10% CL and the intersection of the OD and CL curves) and outcomes at all thresholds were compared to the outcomes at baseline PEEP. In total, 25 patients were included. No significant and clinically relevant differences were found between thresholds for tidal volume, end-tidal CO2, and P0.1 compared to baseline PEEP; cyclic alveolar recruitment rates changed by -3.9% to -37.9% across thresholds; recruitment rates ranged from - 49.4% to + 79.2%; cumulative overdistension changed from - 75.9% to + 373.4% across thresholds; cumulative collapse changed from 0% to -94.3%; PEEP levels from 10 up to 14 cmH2O were observed across thresholds compared to baseline PEEP of 10 cmH2O. A threshold of approximately 5% cumulative collapse yields the optimum compromise between all clinical and mechanical outcomes. EIT-guided PEEP titration by the RPF approach is feasible and is linked to improved overall lung mechanics) during SMV using a threshold of approximately 5% CL. However, the long-term clinical safety and effect of this approach remain to be determined.
Collapse
Affiliation(s)
- S J H Heines
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands.
| | - S A M de Jongh
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
| | - F H C de Jongh
- Department of Pulmonology, Medisch Spectrum Twente, Enschede, The Netherlands
| | - R P J Segers
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
| | - K M H Gilissen
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
| | - I C C van der Horst
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, P.O. Box 616, Maastricht, 6200 MD, The Netherlands
| | - B C T van Bussel
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, P.O. Box 616, Maastricht, 6200 MD, The Netherlands
| | - D C J J Bergmans
- Department of Intensive Care, Maastricht University Medical Center+, P. Debyelaan 25, P.O. Box 5800, Maastricht, 6202, AZ, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, P.O. Box 616, Maastricht, 6200 MD, The Netherlands
| |
Collapse
|
4
|
van der Knaap N, de Vreeze F, van Rosmalen F, Wintjens MSJN, van Santen S, Linden DEJ, Staals J, van Mook WNKA, Jansen JFA, van der Horst ICC, van Bussel BCT, Ariës MJH. The incidence of neurological complications in mechanically ventilated COVID-19 ICU patients: An observational single-center cohort study in three COVID-19 periods. Clin Neurol Neurosurg 2024; 241:108311. [PMID: 38704879 DOI: 10.1016/j.clineuro.2024.108311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/07/2024] [Accepted: 04/29/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Neurological complications in COVID-19 patients admitted to an intensive care unit (ICU) have been previously reported. As the pandemic progressed, therapeutic strategies were tailored to new insights. This study describes the incidence, outcome, and types of reported neurological complications in invasively mechanically ventilated (IMV) COVID-19 patients in relation to three periods during the pandemic. METHODS IMV COVID-19 ICU patients from the Dutch Maastricht Intensive Care COVID (MaastrICCht) cohort were included in a single-center study (March 2020 - October 2021). Demographic, clinical, and follow-up data were collected. Electronic medical records were screened for neurological complications during hospitalization. Three distinct periods (P1, P2, P3) were defined, corresponding to periods with high hospitalization rates. ICU survivors with and without reported neurological complications were compared in an exploratory analysis. RESULTS IMV COVID-19 ICU patients (n=324; median age 64 [IQR 57-72] years; 238 males (73.5%)) were stratified into P1 (n=94), P2 (n=138), and P3 (n=92). ICU mortality did not significantly change over time (P1=38.3%; P2=41.3%; P3=37.0%; p=.787). The incidence of reported neurological complications during ICU admission gradually decreased over the periods (P1=29.8%; P2=24.6%; P3=18.5%; p=.028). Encephalopathy/delirium (48/324 (14.8%)) and ICU-acquired weakness (32/324 (9.9%)) were most frequently reported and associated with ICU treatment intensity. ICU survivors with neurological complications (n=53) were older (p=.025), predominantly male (p=.037), and had a longer duration of IMV (p<.001) and ICU stay (p<.001), compared to survivors without neurological complications (n=132). A multivariable analysis revealed that only age was independently associated with the occurrence of neurological complications (ORadj=1.0541; 95% CI=1.0171-1.0925; p=.004). Health-related quality-of-life at follow-up was not significantly different between survivors with and without neurological complications (n = 82, p=.054). CONCLUSIONS A high but decreasing incidence of neurological complications was reported during three consecutive COVID-19 periods in IMV COVID-19 patients. Neurological complications were related to the intensity of ICU support and treatment, and associated with prolonged ICU stay, but did not lead to significantly worse reported health-related quality-of-life at follow-up.
Collapse
Affiliation(s)
- Noa van der Knaap
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Department of Radiology & Nuclear Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Research Institute of Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
| | - Fleur de Vreeze
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Marieke S J N Wintjens
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Susanne van Santen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - David E J Linden
- Research Institute of Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands; Department of Neurology, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Julie Staals
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Neurology, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Jacobus F A Jansen
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Research Institute of Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Marcel J H Ariës
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Research Institute of Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands.
| |
Collapse
|
5
|
Schoenmakers T, Leers MPG, Deneer R, van Rosmalen F, Gorissen SHM, Verboeket-van de Venne WPHG, Vojinovic U, van Mook WNKA, Wolffs PFG, van Bussel BCT, van Loo IHM. The CoLab score is associated with SARS-CoV-2 viral load during admission in individuals admitted to the intensive care unit: the CoLaIC cohort study. Clin Chem Lab Med 2024; 62:1228-1236. [PMID: 38501687 DOI: 10.1515/cclm-2024-0030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 03/01/2024] [Indexed: 03/20/2024]
Abstract
OBJECTIVES The present study examines the temporal association between the changes in SARS-CoV-2 viral load during infection and whether the CoLab-score can facilitate de-isolation. METHODS Nasal swabs and blood samples were collected from ICU-admitted SARS-CoV-2 positive patients at Maastricht UMC+ from March 25, 2020 to October 1, 2021. The CoLab-score was calculated based on 10 blood parameters and age and can range from -43 to 6. Three mixed effects analyses compared patient categories based on initial PCR Ct values (low; Ct≤20, mid; 20>Ct≤30, high; Ct>30), serial PCR Ct values to CoLab-scores over time, and the association between within-patient delta Ct values and CoLab-scores. RESULTS In 324 patients, the median Ct was 33, and the median CoLab-score was -1.78. Mid (n=110) and low (n=41) Ct-categories had higher CoLab-scores over time (+0.60 points, 95 % CI; 0.04-1.17, and +0.28 points, 95 % CI -0.49 to 1.04) compared to the high Ct (n=87) category. Over time, higher serial Ct values were associated with lower serial CoLab-scores, decreasing by -0.07 points (95 % CI; -0.11 to -0.02) per day. Increasing delta Ct values were associated with a decreasing delta CoLab-score of -0.12 (95 % CI; -0.23; -0.01). CONCLUSIONS The study found an association between lower viral load on admission and reduced CoLab-score. Additionally, a decrease in viral load over time was associated with a decrease in CoLab-score. Therefore, the CoLab-score may make patient de-isolation an option based on the CoLab-score.
Collapse
Affiliation(s)
- Tom Schoenmakers
- Department of Clinical Chemistry & Hematology, Zuyderland Medical Center, Sittard-Geleen/Heerlen, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), University of Maastricht, Maastricht, The Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Mathie P G Leers
- Department of Clinical Chemistry & Hematology, Zuyderland Medical Center, Sittard-Geleen/Heerlen, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), University of Maastricht, Maastricht, The Netherlands
- Faculty of Science, Environmental Sciences, Open Universiteit, Heerlen, The Netherlands
| | - Ruben Deneer
- Department of Clinical Chemistry & Hematology, Zuyderland Medical Center, Sittard-Geleen/Heerlen, The Netherlands
- Faculty of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Stefan H M Gorissen
- Zuyderland Academy, Zuyderland Medical Center, Sittard-Geleen/Heerlen, The Netherlands
| | | | - Una Vojinovic
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands
| | - Petra F G Wolffs
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Inge H M van Loo
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
6
|
Aydeniz E, Weberndorfer V, Brandts L, Smulders MW, van Herpt TT, Martens B, Vernooy K, Linz D, van der Horst IC, Wildberger JE, van Bussel BC, Driessen RG, Mihl C. Pericardial Fat Is Associated With Less Severe Multiorgan Failure Over Time in Patients With Coronavirus Disease-19: The Maastricht Intensive Care COVID Cohort. J Thorac Imaging 2024; 39:W32-W39. [PMID: 37624050 PMCID: PMC11027979 DOI: 10.1097/rti.0000000000000732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
PURPOSE Pericardial fat (PF) and epicardial adipose tissue (EAT) may enhance the proinflammatory response in corona virus-19 (COVID-19) patients. Higher PF and EAT volumes might result in multiorgan failure and explain unfavorable trajectories.The aim of this study was to examine the association between the volume of PF and EAT and multiorgan failure over time. MATERIALS AND METHODS All mechanically ventilated COVID-19 patients with an available chest computed tomography were prospectively included (March-June 2020). PF and EAT volumes were quantified using chest computed tomography scans. Patients were categorized into sex-specific PF and EAT tertiles. Variables to calculate Sequential Organ Failure Assessment (SOFA) scores were collected daily to indicate multiorgan failure. Linear mixed-effects regression was used to investigate the association between tertiles for PF and EAT volumes separately and serial SOFA scores over time. All models were adjusted. RESULTS Sixty-three patients were divided into PF and EAT tertiles, with median PF volumes of 131.4 mL (IQR [interquartile range]: 115.7, 143.2 mL), 199.8 mL (IQR: 175.9, 221.6 mL), and 318.8 mL (IQR: 281.9, 376.8 mL) and median EAT volumes of 69.6 mL (IQR: 57.0, 79.4 mL), 107.9 mL (IQR: 104.6, 115.1 mL), and 163.8 mL (IQR: 146.5, 203.1 mL). Patients in the highest PF tertile had a statistically significantly lower SOFA score over time (1.3 [-2.5, -0.1], P =0.033) compared with the lowest PF tertile. EAT tertiles were not significantly associated with SOFA scores over time. CONCLUSION A higher PF volume is associated with less multiorgan failure in mechanically ventilated COVID-19 patients. EAT volumes were not associated with multiorgan failure.
Collapse
Affiliation(s)
- Eda Aydeniz
- Departments of Intensive Care Medicine Maastricht
- Department of Intensive Care Medicine, Laurentius Hospital Roermond, Roermond, The Netherlands
| | - Vanessa Weberndorfer
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Lloyd Brandts
- Clinical Epidemiology and Medical Technology Assessment
| | - Martijn W. Smulders
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Thijs T.W. van Herpt
- Departments of Intensive Care Medicine Maastricht
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Bibi Martens
- Radiology and Nuclear Medicine, Maastricht University Medical Center+
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Kevin Vernooy
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Dominik Linz
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Iwan C.C. van der Horst
- Departments of Intensive Care Medicine Maastricht
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Joachim E. Wildberger
- Radiology and Nuclear Medicine, Maastricht University Medical Center+
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Bas C.T. van Bussel
- Departments of Intensive Care Medicine Maastricht
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht
| | - Rob G.H. Driessen
- Departments of Intensive Care Medicine Maastricht
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| | - Casper Mihl
- Radiology and Nuclear Medicine, Maastricht University Medical Center+
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
| |
Collapse
|
7
|
Schoenmakers T, Leers MPG, Gorissen SHM, van Loo IHM, van Rosmalen F, Aydeniz E, Schellens J, Driessen M, Deneer R, de Venne WPHGVV, Wolffs PFG, van Mook WNKA, van Bussel BCT. The laboratory parameters-derived CoLab score as an indicator of the host response in ICU COVID-19 patients decreases over time: a prospective cohort study. Sci Rep 2024; 14:8220. [PMID: 38589581 PMCID: PMC11001996 DOI: 10.1038/s41598-024-58727-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 04/02/2024] [Indexed: 04/10/2024] Open
Abstract
The CoLab score was developed and externally validated to rule out COVID-19 among suspected patients presenting at the emergency department. We hypothesized a within-patient decrease in the CoLab score over time in an intensive care unit (ICU) cohort. Such a decrease would create the opportunity to potentially rule out the need for isolation when the infection is overcome. Using linear mixed-effects models, data from the Maastricht Intensive Care COVID (MaastrICCht) cohort were used to investigate the association between time and the CoLab score. Models were adjusted for sex, APACHE II score, ICU mortality, and daily SOFA score. The CoLab score decreased by 0.30 points per day (95% CI - 0.33 to - 0.27), independent of sex, APACHE II, and Mortality. With increasing SOFA score over time, the CoLab score decreased more strongly (- 0.01 (95% CI - 0.01 to - 0.01) additional decrease per one-point increase in SOFA score.) The CoLab score decreased in ICU patients on mechanical ventilation for COVID-19, with a one-point reduction per three days, independent of sex, APACHE II, and ICU mortality, and somewhat stronger with increasing multi-organ failure over time. This suggests that the CoLab score would decrease below a threshold where COVID-19 can be excluded.
Collapse
Affiliation(s)
- Tom Schoenmakers
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Center, Sittard-Geleen, Dr. H. Van Der Hoffplein 1, 6162 BG, Sittard-Geleen, The Netherlands.
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands.
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands.
| | - Mathie P G Leers
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Center, Sittard-Geleen, Dr. H. Van Der Hoffplein 1, 6162 BG, Sittard-Geleen, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands
- Faculty of Science, Environmental Sciences, Open Universiteit, Heerlen, The Netherlands
| | - Stefan H M Gorissen
- Zuyderland Academy, Zuyderland Medical Center, Sittard-Geleen/Heerlen, The Netherlands
| | - Inge H M van Loo
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Eda Aydeniz
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Joep Schellens
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Marielle Driessen
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Ruben Deneer
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Center, Sittard-Geleen, Dr. H. Van Der Hoffplein 1, 6162 BG, Sittard-Geleen, The Netherlands
| | - Wilhelmine P H G Verboeket-van de Venne
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Center, Sittard-Geleen, Dr. H. Van Der Hoffplein 1, 6162 BG, Sittard-Geleen, The Netherlands
| | - Petra F G Wolffs
- Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
8
|
Aydeniz E, van Bussel BCT, de Jongh S, Schellens J, Heines SJH, van Kuijk SMJ, Tas J, van Rosmalen F, van der Horst ICC, Bergmans DCJJ. Serial electrical impedance tomography course in different treatment groups; The MaastrICCht cohort. J Crit Care 2024; 80:154506. [PMID: 38113747 DOI: 10.1016/j.jcrc.2023.154506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 10/16/2023] [Accepted: 12/01/2023] [Indexed: 12/21/2023]
Abstract
PURPOSE To describe the effect of dexamethasone and tocilizumab on regional lung mechanics over admission in all mechanically ventilated COVID-19 patients. MATERIALS AND METHODS Dynamic compliance, alveolar overdistension and collapse were serially determined using electric impedance tomography (EIT). Patients were categorized into three groups; no anti-inflammatory therapy, dexamethasone therapy, dexamethasone + tocilizumab therapy. The EIT variables were (I) visualized using polynomial regression, (II) evaluated throughout admission using linear mixed-effects models, and (III) average respiratory variables were compared. RESULTS Visual inspection of EIT variables showed a pattern of decreasing dynamic compliance. Overall, optimal set PEEP was lower in the dexamethasone group (-1.4 cmH2O, -2.6; -0.2). Clinically applied PEEP was lower in the dexamethasone and dexamethasone + tocilizumab group (-1.5 cmH2O, -2.6; -0.2; -2.2 cmH2O, -5.1; 0.6). Dynamic compliance, alveolar overdistension, and alveolar collapse at optimal set PEEP did not significantly differ between the three groups. CONCLUSION Optimal and clinically applied PEEP were lower in the dexamethasone and dexamethasone + tocilizumab groups. The results suggest that the potential beneficial effects of these therapies do not affect lung mechanics favorably. However, this study cannot fully rule out any beneficial effect of anti-inflammatory treatment on pulmonary function due to its observational nature.
Collapse
Affiliation(s)
- Eda Aydeniz
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Department of Intensive Care Medicine, Laurentius Hospital Roermond, Roermond, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands.
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Sebastiaan de Jongh
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Joep Schellens
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Serge J H Heines
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Jeanette Tas
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, the Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Dennis C J J Bergmans
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands
| |
Collapse
|
9
|
Aydeniz E, van Rosmalen F, de Kok J, Martens B, Mingels AMA, Canakci ME, Mihl C, Vernooy K, Prinzen FW, Wildberger JE, van der Horst ICC, van Bussel BCT, Driessen RGH. The association between coronary artery calcification and vectorcardiography in mechanically ventilated COVID-19 patients: the Maastricht Intensive Care COVID cohort. Intensive Care Med Exp 2024; 12:26. [PMID: 38451350 PMCID: PMC10920503 DOI: 10.1186/s40635-024-00611-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 02/29/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Coronary artery calcification (CAC) is associated with poor outcome in critically ill patients. A deterioration in cardiac conduction and loss of myocardial tissue could be an underlying cause. Vectorcardiography (VCG) and cardiac biomarkers provide insight into these underlying causes. The aim of this study was to investigate whether a high degree of CAC is associated with VCG-derived variables and biomarkers, including high-sensitivity troponin-T (hs-cTnT) and N-terminal pro-B-type natriuretic peptide (NT-proBNP). METHODS Mechanically ventilated coronavirus-19 (COVID-19) patients with an available chest computed tomography (CT) and 12-lead electrocardiogram (ECG) were studied. CAC scores were determined using chest CT scans. Patients were categorized into 3 sex-specific tertiles: low, intermediate, and high CAC. Daily 12 leads-ECGs were converted to VCGs. Daily hs-cTnT and NT-proBNP levels were determined. Linear mixed-effects regression models examined the associations between CAC tertiles and VCG variables, and between CAC tertiles and hs-cTnT or NT-proBNP levels. RESULTS In this study, 205 patients (73.2% men, median age 65 years [IQR 57.0; 71.0]) were included. Compared to the lowest CAC tertile, the highest CAC tertile had a larger QRS area at baseline (6.65 µVs larger [1.50; 11.81], p = 0.012), which decreased during admission (- 0.27 µVs per day [- 0.43; - 0.11], p = 0.001). Patients with the highest CAC tertile also had a longer QRS duration (12.02 ms longer [4.74; 19.30], p = 0.001), higher levels of log hs-cTnT (0.79 ng/L higher [0.40; 1.19], p < 0.001) and log NT-proBNP (0.83 pmol/L higher [0.30; 1.37], p = 0.002). CONCLUSION Patients with a high degree of CAC had the largest QRS area and higher QRS amplitude, which decreased more over time when compared to patients with a low degree of CAC. These results suggest that CAC might contribute to loss of myocardial tissue during critical illness. These insights could improve risk stratification and prognostication of patients with critical illness.
Collapse
Affiliation(s)
- Eda Aydeniz
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands.
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Jip de Kok
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Bibi Martens
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Alma M A Mingels
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Central Diagnostic Laboratory, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Mustafa Emin Canakci
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Emergency Department, Eskisehir Osmangazi University School of Medicine, Eskisehir, Turkey
| | - Casper Mihl
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Kevin Vernooy
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Frits W Prinzen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Physiology, Maastricht University, Maastricht, The Netherlands
| | - Joachim E Wildberger
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Rob G H Driessen
- Department of Intensive Care Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Center +, Maastricht, The Netherlands
| |
Collapse
|
10
|
Hulshof AM, Nab L, van Rosmalen F, de Kok J, Mulder MMG, Hellenbrand D, Sels JWEM, Ten Cate H, Cannegieter SC, Henskens YMC, van Bussel BCT. Rotational thromboelastometry as a biomarker for mortality - The Maastricht Intensive Care COVID cohort. Thromb Res 2024; 234:51-58. [PMID: 38159324 DOI: 10.1016/j.thromres.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/18/2023] [Accepted: 12/18/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Patients with severe coronavirus disease 2019 (COVID-19) present with persisting hypercoagulability, hypofibrinolysis and prolonged clot initiation as measured with viscoelastic assays. The objective of this study was to investigate the trajectories of traditional assays of hemostasis, routine and tissue plasminogen activator (tPA) rotational thromboelastometry (ROTEM) in COVID-19 patients and to study their association with mortality. METHODS Patients enrolled within the Maastricht Intensive Care COVID (MaastrICCht) cohort were included. Traditional assays of hemostasis (prothrombin time; PT, fibrinogen and D-dimer) were measured daily and ROTEM EXTEM, FIBTEM and tPA assays were performed weekly. Trajectories of these biomarkers were analyzed over time for survivors and non-survivors using linear mixed-effects models. Additional Fine and Gray competing risk survival analysis was performed for the first available measurement after intubation. RESULTS Of the 138 included patients, 57 (41 %) died in the intensive care unit (ICU). Over 450, 400 and 1900 individual measurements were available for analysis of routine, tPA ROTEM and traditional assays of hemostasis, respectively, with a median [IQR] follow-up of 15 [8-24] days. Non-survivors on average had prolonged CT (clotting time) and increased fibrinogen compared to survivors. MCF (maximum clot firmness), LOT (lysis onset time), LT (lysis time) and PT measurements increased more over time in non-survivors compared to survivors. Associations persisted after adjustment for demographics and disease severity. EXTEM and FIBTEM CT at intubation were associated with increased 45-day ICU mortality. CONCLUSIONS ROTEM measurements demonstrate a further increase of hypercoagulability and (hypo)fibrinolysis parameters in non-survivors throughout ICU admission. Furthermore, prolonged CT at intubation was associated with higher 45-day ICU mortality.
Collapse
Affiliation(s)
- Anne-Marije Hulshof
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands.
| | - Linda Nab
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Jip de Kok
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Mark M G Mulder
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Anesthesiology, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Dave Hellenbrand
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Jan Willem E M Sels
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Hugo Ten Cate
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands; Thrombosis Expert Centre Maastricht, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Suzanne C Cannegieter
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands; Department of Medicine - Thrombosis and Haemostasis, Leiden University Medical Center, Leiden, the Netherlands
| | - Yvonne M C Henskens
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands
| | - Bas C T van Bussel
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| |
Collapse
|
11
|
Mulder MMG, Schellens J, Sels JWEM, van Rosmalen F, Hulshof AM, de Vries F, Segers R, Mihl C, van Mook WNKA, Bast A, Spronk HMH, Henskens YMC, van der Horst ICC, Cate HT, Schurgers LJ, Drent M, van Bussel BCT. Higher levels of circulating desphospho-uncarboxylated matrix Gla protein over time are associated with worse survival: the prospective Maastricht Intensive Care COVID cohort. J Intensive Care 2023; 11:63. [PMID: 38111069 PMCID: PMC10726599 DOI: 10.1186/s40560-023-00712-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/09/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Extra-hepatic vitamin K-status, measured by dephosphorylated uncarboxylated matrix Gla protein (dp-ucMGP), maintains vascular health, with high levels reflecting poor vitamin K status. The occurrence of extra-hepatic vitamin K deficiency throughout the disease of COVID-19 and possible associations with pulmonary embolism (PE), and mortality in intensive care unit (ICU) patients has not been studied. The aim of this study was to investigated the association between dp-ucMGP, at endotracheal intubation (ETI) and both ICU and six months mortality. Furthermore, we studied the associations between serially measured dp-ucMGP and both PE and mortality. METHODS We included 112 ICU patients with confirmed COVID-19. Over the course of 4 weeks after ETI, dp-ucMGP was measured serially. All patients underwent computed tomography pulmonary angiography (CTPA) to rule out PE. Results were adjusted for patient characteristics, disease severity scores, inflammation, renal function, history of coumarin use, and coronary artery calcification (CAC) scores. RESULTS Per 100 pmol/L dp-ucMGP, at ETI, the odds ratio (OR) was 1.056 (95% CI: 0.977 to 1.141, p = 0.172) for ICU mortality and 1.059 (95% CI: 0.976 to 1.059, p = 0.170) for six months mortality. After adjustments for age, gender, and APACHE II score, the mean difference in plasma dp-ucMGP over time of ICU admission was 167 pmol/L (95% CI: 4 to 332, p = 0.047). After additional adjustments for c-reactive protein, creatinine, and history of coumarin use, the difference was 199 pmol/L (95% CI: 50 to 346, p = 0.010). After additional adjustment for CAC score the difference was 213 pmol/L (95% CI: 3 to 422, p = 0.051) higher in ICU non-survivors compared to the ICU survivors. The regression slope, indicating changes over time, did not differ. Moreover, dp-ucMGP was not associated with PE. CONCLUSION ICU mortality in COVID-19 patients was associated with higher dp-ucMGP levels over 4 weeks, independent of age, gender, and APACHE II score, and not explained by inflammation, renal function, history of coumarin use, and CAC score. No association with PE was observed. At ETI, higher levels of dp-ucMGP were associated with higher OR for both ICU and six month mortality in crude and adjusted modes, although not statistically significantly.
Collapse
Affiliation(s)
- Mark M G Mulder
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.
- Department of Anaesthesiology, Maastricht University Medical Centre+, Maastricht, The Netherlands.
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.
| | - Joep Schellens
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Jan-Willem E M Sels
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Anne-Marije Hulshof
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Femke de Vries
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Ruud Segers
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Casper Mihl
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Academy for Postgraduate Medical Training, Maastricht University Medical Centre+, Maastricht, The Netherlands
- School of Health Professions Education, Maastricht University, Maastricht, The Netherlands
| | - Aalt Bast
- Department of Pharmacology and Toxicology, Maastricht University, Maastricht, The Netherlands
| | - Henri M H Spronk
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Yvonne M C Henskens
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Hugo Ten Cate
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Leon J Schurgers
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Marjolein Drent
- Department of Pharmacology and Toxicology, Maastricht University, Maastricht, The Netherlands
- ILD Centre of Excellence, Department of Respiratory Medicine, St. Antonius Hospital, Nieuwegein, The Netherlands
- ILD Care Foundation Research Team, Ede, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
12
|
Wintjens MSJN, van Rosmalen F, Hemmelder MH, Hulsewe-Evers HPMG, Kusters YHAM, Ubben JFH, van Renswouw DAM, Gilissen KMH, van der Horst ICC, van Mook WNKA, van Bussel BCT. Prone positioning is followed by a transient decrease in glomerular filtration rate: the prospective Maastricht Intensive Care COVID cohort. J Nephrol 2023; 36:2669-2671. [PMID: 37668876 DOI: 10.1007/s40620-023-01767-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/13/2023] [Indexed: 09/06/2023]
Affiliation(s)
- Marieke S J N Wintjens
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands.
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Marc H Hemmelder
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Division of Nephrology, Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Hendrina P M G Hulsewe-Evers
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Yvo H A M Kusters
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Division of Nephrology, Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Johannes F H Ubben
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Department of Anesthesiology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Daisy A M van Renswouw
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Katrien M H Gilissen
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- School of Health Professions Education, Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Care and Public, Health Research Institute (CAPHRI), Maastricht, The Netherlands
| |
Collapse
|
13
|
Heines SJH, Becher TH, van der Horst ICC, Bergmans DCJJ. Clinical Applicability of Electrical Impedance Tomography in Patient-Tailored Ventilation: A Narrative Review. Tomography 2023; 9:1903-1932. [PMID: 37888742 PMCID: PMC10611090 DOI: 10.3390/tomography9050150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/05/2023] [Accepted: 10/16/2023] [Indexed: 10/28/2023] Open
Abstract
Electrical Impedance Tomography (EIT) is a non-invasive bedside imaging technique that provides real-time lung ventilation information on critically ill patients. EIT can potentially become a valuable tool for optimising mechanical ventilation, especially in patients with acute respiratory distress syndrome (ARDS). In addition, EIT has been shown to improve the understanding of ventilation distribution and lung aeration, which can help tailor ventilatory strategies according to patient needs. Evidence from critically ill patients shows that EIT can reduce the duration of mechanical ventilation and prevent lung injury due to overdistension or collapse. EIT can also identify the presence of lung collapse or recruitment during a recruitment manoeuvre, which may guide further therapy. Despite its potential benefits, EIT has not yet been widely used in clinical practice. This may, in part, be due to the challenges associated with its implementation, including the need for specialised equipment and trained personnel and further validation of its usefulness in clinical settings. Nevertheless, ongoing research focuses on improving mechanical ventilation and clinical outcomes in critically ill patients.
Collapse
Affiliation(s)
- Serge J. H. Heines
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, 6229 HX Maastricht, The Netherlands; (I.C.C.v.d.H.); (D.C.J.J.B.)
| | - Tobias H. Becher
- Department of Anesthesiology and Intensive Care Medicine, Campus Kiel, University Medical Centre Schleswig-Holstein, 24118 Kiel, Germany;
| | - Iwan C. C. van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, 6229 HX Maastricht, The Netherlands; (I.C.C.v.d.H.); (D.C.J.J.B.)
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, 6229 HX Maastricht, The Netherlands
| | - Dennis C. J. J. Bergmans
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, 6229 HX Maastricht, The Netherlands; (I.C.C.v.d.H.); (D.C.J.J.B.)
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, 6229 ER Maastricht, The Netherlands
| |
Collapse
|
14
|
Schultinge L, Hulshof AM, van Neerven D, Mulder MMG, Sels JWEM, Hulsewe HPMG, Kuiper GJAJM, Olie RH, Ten Cate H, van der Horst ICC, van Bussel BCT, Henskens YMC. Applications of rotational thromboelastometry in heparin monitoring in critical COVID-19 disease: Observations in the Maastricht Intensive Care COVID cohort. THROMBOSIS UPDATE 2023; 12:100140. [PMID: 38620129 PMCID: PMC10245457 DOI: 10.1016/j.tru.2023.100140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 05/16/2023] [Accepted: 06/06/2023] [Indexed: 04/17/2024] Open
Abstract
Background Critically ill COVID-19 patients are at risk for venous thromboembolism (VTE). Therefore, they receive thromboprophylaxis and, when appropriate, therapeutic unfractionated heparin (UFH) or low-molecular-weight heparin (LMWH). To monitor heparins in COVID-19 disease, whole-blood rotational thromboelastometry (ROTEM) may be a promising alternative to the aPTT and anti-Xa assays. Objective To evaluate the ROTEM INTEM/HEPTEM ratios in mechanically ventilated COVID-19 patients treated with UFH and therapeutic LMWH. Material and methods A subcohort of mechanically ventilated COVID-19 patients of the prospective Maastricht Intensive Care Covid (MaastrICCht) cohort was studied. Anti-Xa, aPTT, and ROTEM measurements following treatment with UFH or therapeutic dose of LMWH (nadroparin) were evaluated using uni- and multivariable linear regression analysis and receiver operating characteristics. Results A total of 98 patients were included, of which 82 were treated with UFH and 16 with therapeutic LMWH. ROTEM-measured INTEM/HEPTEM CT ratio was higher in patients using UFH (1.4 [1.3-1.4]) compared to patients treated with LMWH (1.0 [1.0-1.1], p < 0.001). Both the aPTT and anti-Xa were associated with the CT ratio. However, the β-regression coefficient (95%CI) was significantly higher in patients on UFH (0.31 (0.001-0.62)) compared to therapeutic LMWH (0.09 (0.05-0.13)) for comparison with the anti-Xa assay. Furthermore, ROC analysis demonstrated an area under the curve for detecting UFH of 0.936(0.849-1.00), 0.851(0.702-1.000), and 0.645(0.465-0.826) for the CT ratio, aPTT, and anti-Xa, respectively. Conclusion The ROTEM INTEM/HEPTEM CT ratio appears a promising tool to guide anticoagulant therapy in ICU patients with COVID-19 disease, but associations with clinical endpoints are currently lacking.
Collapse
Affiliation(s)
- Lejan Schultinge
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Department of Intensive Care Medicine, Laurentius Hospital Roermond, the Netherlands
| | - Anne-Marije Hulshof
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
| | - Danihel van Neerven
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Department of Anaesthesiology and Pain Treatment Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Mark M G Mulder
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Department of Anaesthesiology and Pain Treatment Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Jan-Willem E M Sels
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
| | - Hendrina P M G Hulsewe
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Gerardus J A J M Kuiper
- Department of Anaesthesiology and Pain Treatment Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Renske H Olie
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Thrombosis Expert Centre Maastricht, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Hugo Ten Cate
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Thrombosis Expert Centre Maastricht, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
- Care and Public Health Research Institute, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Yvonne M C Henskens
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University+, Maastricht, the Netherlands
| |
Collapse
|
15
|
Schoenmakers T, van Bussel BCT, Gorissen SHM, van Loo IHM, van Rosmalen F, Verboeket-van de Venne WPHG, Wolffs PFG, van Mook WNKA, Leers MPG. Validating a clinical laboratory parameter-based deisolation algorithm for patients with COVID-19 in the intensive care unit using viability PCR: the CoLaIC multicentre cohort study protocol. BMJ Open 2023; 13:e069455. [PMID: 36854586 PMCID: PMC9979582 DOI: 10.1136/bmjopen-2022-069455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023] Open
Abstract
INTRODUCTION To investigate whether biochemical and haematological changes due to the patient's host response (CoLab algorithm) in combination with a SARS-CoV-2 viability PCR (v-PCR) can be used to determine when a patient with COVID-19 is no longer infectious.We hypothesise that the CoLab algorithm in combination with v-PCR can be used to determine whether or not a patient with COVID-19 is infectious to facilitate the safe release of patients with COVID-19 from isolation. METHODS AND ANALYSIS This study consists of three parts using three different cohorts of patients. All three cohorts contain clinical, vital and laboratory parameters, as well as logistic data related to isolated patients with COVID-19, with a focus on intensive care unit (ICU) stay. The first cohort will be used to develop an algorithm for the course of the biochemical and haematological changes of the host response of the COVID-19 patient. Simultaneously, a second prospective cohort will be used to investigate the algorithm derived in the first cohort, with daily measured laboratory parameters, next to conventional SARS-CoV-2 reverse transcriptase PCRs, as well as v-PCR, to confirm the presence of intact SARS-CoV-2 particles in the patient. Finally, a third multicentre cohort, consisting of retrospectively collected data from patients with COVID-19 admitted to the ICU, will be used to validate the algorithm. ETHICS AND DISSEMINATION This study was approved by the Medical Ethics Committee from Maastricht University Medical Centre+ (cohort I: 2020-1565/300523) and Zuyderland MC (cohorts II and III: METCZ20200057). All patients will be required to provide informed consent. Results from this study will be disseminated via peer-reviewed journals and congress/consortium presentations.
Collapse
Affiliation(s)
- Tom Schoenmakers
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Centre, Sittard-Geleen/Heerlen, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Stefan H M Gorissen
- Zuyderland Academy, Zuyderland Medical Centre, Sittard-Geleen/Heerlen, The Netherlands
| | - Inge H M van Loo
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Department of Medical Microbiology, Infectious Diseases & Infection Prevention, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Frank van Rosmalen
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | | | - Petra F G Wolffs
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Department of Medical Microbiology, Infectious Diseases & Infection Prevention, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Walter N K A van Mook
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, The Netherlands
- School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands
| | - Mathie P G Leers
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Centre, Sittard-Geleen/Heerlen, The Netherlands
- School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, The Netherlands
| |
Collapse
|
16
|
Ghossein-Doha C, Wintjens MSJN, Janssen EBNJ, Klein D, Heemskerk SCM, Asselbergs FW, Birnie E, Bonsel GJ, van Bussel BCT, Cals JWL, Ten Cate H, Haagsma J, Hemmen B, van der Horst ICC, Kietselaer BLJH, Klok FA, de Kruif MD, Linschoten M, van Santen S, Vernooy K, Willems LH, Westerborg R, Warle M, van Kuijk SMJ. Prevalence, pathophysiology, prediction and health-related quality of life of long COVID: study protocol of the longitudinal multiple cohort CORona Follow Up (CORFU) study. BMJ Open 2022; 12:e065142. [PMID: 36446465 PMCID: PMC9709810 DOI: 10.1136/bmjopen-2022-065142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION The variety, time patterns and long-term prognosis of persistent COVID-19 symptoms (long COVID-19) in patients who suffered from mild to severe acute COVID-19 are incompletely understood. Cohort studies will be combined to describe the prevalence of long COVID-19 symptoms, and to explore the pathophysiological mechanisms and impact on health-related quality of life. A prediction model for long COVID-19 will be developed and internally validated to guide care in future patients. METHODS AND ANALYSIS Data from seven COVID-19 cohorts will be aggregated in the longitudinal multiple cohort CORona Follow Up (CORFU) study. CORFU includes Dutch patients who suffered from COVID-19 at home, were hospitalised without or with intensive care unit treatment, needed inpatient or outpatient rehabilitation and controls who did not suffer from COVID-19. Individual cohort study designs were aligned and follow-up has been synchronised. Cohort participants will be followed up for a maximum of 24 months after acute infection. Next to the clinical characteristics measured in individual cohorts, the CORFU questionnaire on long COVID-19 outcomes and determinants will be administered digitally at 3, 6, 12, 18 and 24 months after the infection. The primary outcome is the prevalence of long COVID-19 symptoms up to 2 years after acute infection. Secondary outcomes are health-related quality of life (eg, EQ-5D), physical functioning, and the prevalence of thromboembolic complications, respiratory complications, cardiovascular diseases and endothelial dysfunction. A prediction model and a patient platform prototype will be developed. ETHICS AND DISSEMINATION Approval was obtained from the medical research ethics committee of Maastricht University Medical Center+ and Maastricht University (METC 2021-2990) and local committees of the participating cohorts. The project is supported by ZonMW and EuroQol Research Foundation. Results will be published in open access peer-reviewed scientific journals and presented at (inter)national conferences. TRIAL REGISTRATION NUMBER NCT05240742.
Collapse
Affiliation(s)
- Chahinda Ghossein-Doha
- Department of Cardiology, Maastricht UMC+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Marieke S J N Wintjens
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht UMC+, Maastricht, The Netherlands
- Intensive Care Medicine, Maastricht UMC+, Maastricht, The Netherlands
| | - Emma B N J Janssen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Obstetrics and Gynaecology, Maastricht UMC+, Maastricht, The Netherlands
| | - Dorthe Klein
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht UMC+, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Stella C M Heemskerk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht UMC+, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, University Medical Centre Utrecht, Utrecht, The Netherlands
- Institute of Cardiovascular Science, Faculty of Population Health Sciences, Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Erwin Birnie
- Scientific Department, EuroQol Research Foundation, Rotterdam, The Netherlands
- Department of Genetics, University Medical Centre Groningen, Groningen, The Netherlands
| | - Gouke J Bonsel
- Scientific Department, EuroQol Research Foundation, Rotterdam, The Netherlands
| | - Bas C T van Bussel
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care, Maastricht UMC+, Maastricht, The Netherlands
| | - Jochen W L Cals
- Department of Family Medicine, Maastricht University, Maastricht, The Netherlands
- Care and Public Health Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Hugo Ten Cate
- Department of Biochemistry, Department of Internal Medicine, Thrombosis Expert Centre, Maastricht, The Netherlands
- Department of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Juanita Haagsma
- Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
| | - Bena Hemmen
- Care and Public Health Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Department of Rehabilitation Medicine, Functioning, Participation & Rehabilitation, Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Bastiaan L J H Kietselaer
- Department of Cardiology, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Department of Cardiovascular Disease, Mayo Clinic, Rochester, Minnesota, USA
| | - Frederikus A Klok
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, The Netherlands
| | - Martijn D de Kruif
- Department of Pulmonology, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
| | - Marijke Linschoten
- Department of Cardiology, University Medical Centre Utrecht, Utrecht, The Netherlands
- Netherlands Heart Institute, Utrecht, The Netherlands
| | - Susanne van Santen
- Department of Intensive Care, Maastricht UMC+, Maastricht, The Netherlands
- Care and Public Health Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Kevin Vernooy
- Department of Cardiology, Maastricht UMC+, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Loes H Willems
- Department of Surgery, Radboudumc Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Rosa Westerborg
- Department of Pulmonology, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
| | - Michiel Warle
- Department of Surgery, Radboudumc Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht UMC+, Maastricht, The Netherlands
- Care and Public Health Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
17
|
van de Berg TW, Mulder MMG, Alnima T, Nagy M, van Oerle R, Beckers EAM, Hackeng TM, Hulshof AM, Sels JWEM, Henskens YMC, van der Horst ICC, ten Cate H, Spronk HMH, van Bussel BCT. Serial thrombin generation and exploration of alternative anticoagulants in critically ill COVID-19 patients: Observations from Maastricht Intensive Care COVID Cohort. Front Cardiovasc Med 2022; 9:929284. [PMID: 36277784 PMCID: PMC9582511 DOI: 10.3389/fcvm.2022.929284] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
Background COVID-19 associated coagulopathy (CAC) is associated with an increase in thromboembolic events. Current guidelines recommend prophylactic heparins in the management of CAC. However, the efficacy of this strategy in the intensive care population remains uncertain. Objective We aimed to measure thrombin generation (TG) to assess CAC in intensive care unit (ICU) patients receiving thromboprophylaxis with low molecular weight heparin (LMWH) or unfractionated heparin (UFH). In addition, we performed statistical modeling to link TG parameters to patient characteristics and clinical parameters. Lastly, we studied the potency of different anticoagulants as an alternative to LMWH treatment in ex vivo COVID-19 plasma. Patients/Methods We included 33 patients with confirmed COVID-19 admitted at the ICU. TG was measured at least twice over the course of 6 weeks after admission. Thrombin generation parameters peak height and endogenous thrombin potential (ETP) were compared to healthy controls. Results were subsequently correlated with a patient characteristics and laboratory measurements. In vitro spiking in TG with rivaroxaban, dabigatran, argatroban and orgaran was performed and compared to LMWH. Results Anti-Xa levels of all patients remained within the therapeutic range throughout follow-up. At baseline, the mean (SE) endogenous thrombin potential (ETP) was 1,727 (170) nM min and 1,620 (460) nM min for ellagic acid (EA) and tissue factor (TF), respectively. In line with this we found a mean (SE) peak height of 353 (45) nM and 264 (96) nM for EA and TF. Although fluctuating across the weeks of follow-up, TG parameters remained elevated despite thromboprophylaxis. In vitro comparison of LMWHs and direct thrombin inhibitors (e.g., agratroban, dabigatran) revealed a higher efficacy in reducing coagulation potential for direct thrombin inhibition in both ellagic acid (EA) and tissue factor (TF) triggered TG. Conclusion In a sub-group of mechanically ventilated, critically ill COVID-19 patients, despite apparent adequate anti-coagulation doses evaluated by anti-Xa levels, thrombin generation potential remained high during ICU admission independent of age, sex, body mass index, APACHE II score, cardiovascular disease, and smoking status. These observations could, only partially, be explained by (anti)coagulation and thrombosis, inflammation, and multi-organ failure. Our in vitro data suggested that direct thrombin inhibition compared with LMWH might offer an alternate, more effective anticoagulant strategy in COVID-19.
Collapse
Affiliation(s)
- Tom W. van de Berg
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands,Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Mark M. G. Mulder
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,*Correspondence: Mark M. G. Mulder
| | - Teba Alnima
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Magdolna Nagy
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Rene van Oerle
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands,Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Erik A. M. Beckers
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Tilman M. Hackeng
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Anne-Marije Hulshof
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Jan-Willem E. M. Sels
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Department of Cardiology, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Yvonne M. C. Henskens
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands,Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Iwan C. C. van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Hugo ten Cate
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands,Thrombosis Expertise Centre Maastricht, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Henri M. H. Spronk
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands,Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Bas C. T. van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands,Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands
| | | |
Collapse
|
18
|
Pulmonary pathophysiology development of COVID-19 assessed by serial Electrical Impedance Tomography in the MaastrICCht cohort. Sci Rep 2022; 12:14517. [PMID: 36008523 PMCID: PMC9403977 DOI: 10.1038/s41598-022-18843-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 08/22/2022] [Indexed: 11/08/2022] Open
Abstract
Patients with SARS-CoV-2 infection present with different lung compliance and progression of disease differs. Measures of lung mechanics in SARS-CoV-2 patients may unravel different pathophysiologic mechanisms during mechanical ventilation. The objective of this prospective observational study is to describe whether Electrical Impedance Tomography (EIT) guided positive end-expiratory pressure (PEEP) levels unravel changes in EIT-derived parameters over time and whether the changes differ between survivors and non-survivors. Serial EIT-measurements of alveolar overdistension, collapse, and compliance change in ventilated SARS-CoV-2 patients were analysed. In 80 out of 94 patients, we took 283 EIT measurements (93 from day 1-3 after intubation, 66 from day 4-6, and 124 from day 7 and beyond). Fifty-one patients (64%) survived the ICU. At admission mean PaO2/FiO2-ratio was 184.3 (SD 61.4) vs. 151.3 (SD 54.4) mmHg, (p = 0.017) and PEEP was 11.8 (SD 2.8) cmH2O vs. 11.3 (SD 3.4) cmH2O, (p = 0.475), for ICU survivors and non-survivors. At day 1-3, compliance was ~ 55 mL/cmH2O vs. ~ 45 mL/cmH2O in survivors vs. non-survivors. The intersection of overdistension and collapse curves appeared similar at a PEEP of ~ 12-13 cmH2O. At day 4-6 compliance changed to ~ 50 mL/cmH2O vs. ~ 38 mL/cmH2O. At day 7 and beyond, compliance was ~ 38 mL/cmH2O with the intersection at a PEEP of ~ 9 cmH2O vs. ~ 25 mL/cmH2O with overdistension intersecting at collapse curves at a PEEP of ~ 7 cmH2O. Surviving SARS-CoV-2 patients show more favourable EIT-derived parameters and a higher compliance compared to non-survivors over time. This knowledge is valuable for discovering the different groups.
Collapse
|
19
|
Martens B, Driessen RG, Brandts L, Hoitinga P, van Veen F, Driessen M, Weberndörfer V, Kietselaer B, Ghossein-Doha C, Gietema HA, Vernooy K, van der Horst IC, Wildberger JE, van Bussel BC, Mihl C. Coronary Artery Calcifications Are Associated With More Severe Multiorgan Failure in Patients With Severe Coronavirus Disease 2019 Infection: Longitudinal Results of the Maastricht Intensive Care COVID Cohort. J Thorac Imaging 2022; 37:217-224. [PMID: 35412497 PMCID: PMC9223512 DOI: 10.1097/rti.0000000000000648] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is regarded as a multisystemic disease. Patients with preexisting cardiovascular disease have an increased risk for a more severe disease course. This study aimed to investigate if a higher degree of coronary artery calcifications (CAC) on a standard chest computed tomography (CT) scan in mechanically ventilated patients was associated with a more severe multiorgan failure over time. MATERIALS AND METHODS All mechanically ventilated intensive care unit patients with SARS-CoV-2 infection who underwent a chest CT were prospectively included. CT was used to establish the extent of CAC using a semiquantitative grading system. We categorized patients into 3 sex-specific tertiles of CAC: lowest, intermediate, and highest CAC score. Daily, the Sequential Organ Failure Assessment (SOFA) scores were collected to evaluate organ failure over time. Linear mixed-effects regression was used to investigate differences in SOFA scores between tertiles. The models were adjusted for age, sex, Acute Physiology and Chronic Health Evaluation II (APACHE II) score, cardiovascular risk factors, and chronic liver, lung, and renal disease. RESULTS In all, 71 patients were included. Patients in the highest CAC tertile had, on average, over time, 1.8 (0.5-3.1) points higher SOFA score, compared with the lowest CAC tertile ( P =0.005). This association remained significant after adjustment for age, sex, and APACHE II score (1.4 [0.1-2.7], P =0.042) and clinically relevant after adjustment for cardiovascular risk factors (1.3 [0.0-2.7], P =0.06) and chronic diseases (1.3 [-0.2 to 2.7], P =0.085). CONCLUSION A greater extent of CAC is associated with a more severe multiorgan failure in mechanically ventilated coronavirus disease 2019 patients.
Collapse
Affiliation(s)
- Bibi Martens
- Departments of Radiology and Nuclear Medicine
- Cardiovascular Research Institute Maastricht (CARIM)
| | - Rob G.H. Driessen
- Intensive Care Medicine
- Cardiology
- Cardiovascular Research Institute Maastricht (CARIM)
| | - Lloyd Brandts
- Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre+
| | | | | | | | | | - Bas Kietselaer
- Department of Cardiology, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
| | - Chahinda Ghossein-Doha
- Intensive Care Medicine
- Cardiovascular Research Institute Maastricht (CARIM)
- School for Oncology & Developmental Biology (GROW)
- Department of Cardiology, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
| | - Hester A. Gietema
- Departments of Radiology and Nuclear Medicine
- School for Oncology & Developmental Biology (GROW)
| | | | | | - Joachim E. Wildberger
- Departments of Radiology and Nuclear Medicine
- Cardiovascular Research Institute Maastricht (CARIM)
| | - Bas C.T. van Bussel
- Intensive Care Medicine
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht
| | - Casper Mihl
- Departments of Radiology and Nuclear Medicine
- Cardiovascular Research Institute Maastricht (CARIM)
| |
Collapse
|
20
|
Abstract
OBJECTIVES In coronavirus disease 2019 (COVID-19), cardiovascular risk factors and myocardial injury relate to increased mortality. We evaluated the extent of cardiac sequelae 6 months after hospital discharge in patients surviving ICU hospitalization for COVID-19. METHODS All survivors of Maastricht-ICU were invited for comprehensive cardiovascular evaluation 6 months after discharge from ICU. Cardiac screening included an electrocardiogram, cardiac biomarkers, echocardiography, cardiac magnetic resonance (CMR) and, wherever indicated, cardiac computed tomography or coronary angiogram. RESULTS Out of 52 survivors, 81% ( n = 42) participated to the cardiovascular follow-up [median follow-up of 6 months, interquartile range (IQR) 6.1-6.7]. Eight patients (19%) had newly diagnosed coronary artery disease (CAD), of which two required a percutaneous intervention. Echocardiographic global longitudinal strain (GLS) was abnormal in 24% and CMR-derived GLS was abnormal in 12%, despite normal left ventricular ejection fraction in all. None of the patients showed elevated T 1 relaxation times and five patients (14%) had an elevated T 2 relaxation time. Late gadolinium enhancement (LGE) reflecting regional myocardial fibrosis was increased in eight patients (21%), of which three had myocarditis and three had pericarditis. CONCLUSION Cardiovascular follow-up at 6 months after ICU-admission for severe COVID-19 revealed that one out of five invasively mechanically ventilated survivors had CAD, a quarter had subclinical left ventricular dysfunction defined as reduced echocardiographic GLS, and 42% of the patients had CMR abnormalities (reduced LVEF, reduced GLS, LGE presence, and elevated T 2 ). On the basis of these findings, long-term cardiovascular follow-up is strongly recommended in all post-IC COVID-19 patients. CLINICAL TRIAL REGISTRATION Trial Register number [NL8613]) https://www.trialregister.nl/trial/8613Video abstract:http://links.lww.com/HJH/B899 .
Collapse
|
21
|
Ghossein MA, Driessen RG, van Rosmalen F, Sels JWE, Delnoij T, Geyik Z, Mingels AM, van Stipdonk AM, Prinzen FW, Ghossein-Doha C, van Kuijk SM, van der Horst IC, Vernooy K, van Bussel BC. Serial Assessment of Myocardial Injury Markers in Mechanically Ventilated Patients With SARS-CoV-2 (from the Prospective MaastrICCht Cohort). Am J Cardiol 2022; 170:118-127. [PMID: 35221103 PMCID: PMC8867902 DOI: 10.1016/j.amjcard.2022.01.030] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 01/07/2022] [Accepted: 01/11/2022] [Indexed: 12/16/2022]
Abstract
Myocardial injury in COVID-19 is associated with in-hospital mortality. However, the development of myocardial injury over time and whether myocardial injury in patients with COVID-19 at the intensive care unit is associated with outcome is unclear. This study prospectively investigates myocardial injury with serial measurements over the full course of intensive care unit admission in mechanically ventilated patients with COVID-19. As part of the prospective Maastricht Intensive Care COVID cohort, predefined myocardial injury markers, including high-sensitivity cardiac troponin T (hs-cTnT), N-terminal pro-B-type natriuretic peptide (NT-proBNP), and electrocardiographic characteristics were serially collected in mechanically ventilated patients with COVID-19. Linear mixed-effects regression was used to compare survivors with nonsurvivors, adjusting for gender, age, APACHE-II score, daily creatinine concentration, hypertension, diabetes mellitus, and obesity. In 90 patients, 57 (63%) were survivors and 33 (37%) nonsurvivors, and a total of 628 serial electrocardiograms, 1,565 hs-cTnT, and 1,559 NT-proBNP concentrations were assessed. Log-hs-cTnT was lower in survivors compared with nonsurvivors at day 1 (β -0.93 [-1.37; -0.49], p <0.001) and did not change over time. Log-NT-proBNP did not differ at day 1 between both groups but decreased over time in the survivor group (β -0.08 [-0.11; -0.04] p <0.001) compared with nonsurvivors. Many electrocardiographic abnormalities were present in the whole population, without significant differences between both groups. In conclusion, baseline hs-cTnT and change in NT-proBNP were strongly associated with mortality. Two-thirds of patients with COVID-19 showed electrocardiographic abnormalities. Our serial assessment suggests that myocardial injury is common in mechanically ventilated patients with COVID-19 and is associated with outcome.
Collapse
|
22
|
Mesotten D, Meijs DAM, van Bussel BCT, Stessel B, Mehagnoul-Schipper J, Hana A, Scheeren CIE, Strauch U, van de Poll MCG, Ghossein-Doha C, Buhre WFFA, Bickenbach J, Vander Laenen M, Marx G, van der Horst ICC. Differences and Similarities Among COVID-19 Patients Treated in Seven ICUs in Three Countries Within One Region: An Observational Cohort Study. Crit Care Med 2022; 50:595-606. [PMID: 34636804 PMCID: PMC8923276 DOI: 10.1097/ccm.0000000000005314] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To investigate healthcare system-driven variation in general characteristics, interventions, and outcomes in coronavirus disease 2019 (COVID-19) patients admitted to the ICU within one Western European region across three countries. DESIGN Multicenter observational cohort study. SETTING Seven ICUs in the Euregio Meuse-Rhine, one region across Belgium, The Netherlands, and Germany. PATIENTS Consecutive COVID-19 patients supported in the ICU during the first pandemic wave. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Baseline demographic and clinical characteristics, laboratory values, and outcome data were retrieved after ethical approval and data-sharing agreements. Descriptive statistics were performed to investigate country-related practice variation. From March 2, 2020, to August 12, 2020, 551 patients were admitted. Mean age was 65.4 ± 11.2 years, and 29% were female. At admission, Acute Physiology and Chronic Health Evaluation II scores were 15.0 ± 5.5, 16.8 ± 5.5, and 15.8 ± 5.3 (p = 0.002), and Sequential Organ Failure Assessment scores were 4.4 ± 2.7, 7.4 ± 2.2, and 7.7 ± 3.2 (p < 0.001) in the Belgian, Dutch, and German parts of Euregio, respectively. The ICU mortality rate was 22%, 42%, and 44%, respectively (p < 0.001). Large differences were observed in the frequency of organ support, antimicrobial/inflammatory therapy application, and ICU capacity. Mixed-multivariable logistic regression analyses showed that differences in ICU mortality were independent of age, sex, disease severity, comorbidities, support strategies, therapies, and complications. CONCLUSIONS COVID-19 patients admitted to ICUs within one region, the Euregio Meuse-Rhine, differed significantly in general characteristics, applied interventions, and outcomes despite presumed genetic and socioeconomic background, admission diagnosis, access to international literature, and data collection are similar. Variances in healthcare systems' organization, particularly ICU capacity and admission criteria, combined with a rapidly spreading pandemic might be important drivers for the observed differences. Heterogeneity between patient groups but also healthcare systems should be presumed to interfere with outcomes in coronavirus disease 2019.
Collapse
Affiliation(s)
- Dieter Mesotten
- Department of Intensive Care, Ziekenhuis Oost-Limburg, Genk, Belgium
- UHasselt, Faculty of Medicine and Life Sciences, Diepenbeek, Belgium
| | - Daniek A M Meijs
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
- Department of Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
- Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Björn Stessel
- UHasselt, Faculty of Medicine and Life Sciences, Diepenbeek, Belgium
- Department of Intensive Care, Jessa Hospital, Hasselt, Belgium
| | | | - Anisa Hana
- Department of Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands
| | - Clarissa I E Scheeren
- Department of Intensive Care, Zuyderland Medisch Centrum, Heerlen/Sittard, The Netherlands
| | - Ulrich Strauch
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Marcel C G van de Poll
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Center +, Maastricht, The Netherlands
- School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Chahinda Ghossein-Doha
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Wolfgang F F A Buhre
- Division for Acute and Emergency Medicine, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Johannes Bickenbach
- Department of Intensive Care, University Hospital Rheinisch Westfälische Hochschule Aachen, Aachen, Germany
| | | | - Gernot Marx
- Department of Intensive Care, University Hospital Rheinisch Westfälische Hochschule Aachen, Aachen, Germany
| | - Iwan C C van der Horst
- Department of Intensive Care, Maastricht University Medical Center +, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| |
Collapse
|
23
|
Meijs DAM, van Bussel BCT, Stessel B, Mehagnoul-Schipper J, Hana A, Scheeren CIE, Peters SAE, van Mook WNKA, van der Horst ICC, Marx G, Mesotten D, Ghossein-Doha C. Better COVID-19 Intensive Care Unit survival in females, independent of age, disease severity, comorbidities, and treatment. Sci Rep 2022; 12:734. [PMID: 35031644 PMCID: PMC8760268 DOI: 10.1038/s41598-021-04531-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 12/13/2021] [Indexed: 12/14/2022] Open
Abstract
Although male Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) patients have higher Intensive Care Unit (ICU) admission rates and a worse disease course, a comprehensive analysis of female and male ICU survival and underlying factors such as comorbidities, risk factors, and/or anti-infection/inflammatory therapy administration is currently lacking. Therefore, we investigated the association between sex and ICU survival, adjusting for these and other variables. In this multicenter observational cohort study, all patients with SARS-CoV-2 pneumonia admitted to seven ICUs in one region across Belgium, The Netherlands, and Germany, and requiring vital organ support during the first pandemic wave were included. With a random intercept for a center, mixed-effects logistic regression was used to investigate the association between sex and ICU survival. Models were adjusted for age, Acute Physiology and Chronic Health Evaluation II (APACHE II) score, comorbidities, and anti-infection/inflammatory therapy. Interaction terms were added to investigate effect modifications by sex with country and sex with obesity. A total of 551 patients (29% were females) were included. Mean age was 65.4 ± 11.2 years. Females were more often obese and smoked less frequently than males (p-value 0.001 and 0.042, respectively). APACHE II scores of females and males were comparable. Overall, ICU mortality was 12% lower in females than males (27% vs 39% respectively, p-value < 0.01) with an odds ratio (OR) of 0.62 (95%CI 0.39-0.96, p-value 0.032) after adjustment for age and APACHE II score, 0.63 (95%CI 0.40-0.99, p-value 0.044) after additional adjustment for comorbidities, and 0.63 (95%CI 0.39-0.99, p-value 0.047) after adjustment for anti-infection/inflammatory therapy. No effect modifications by sex with country and sex with obesity were found (p-values for interaction > 0.23 and 0.84, respectively). ICU survival in female SARS-CoV-2 patients was higher than in male patients, independent of age, disease severity, smoking, obesity, comorbidities, anti-infection/inflammatory therapy, and country. Sex-specific biological mechanisms may play a role, emphasizing the need to address diversity, such as more sex-specific prediction, prognostic, and therapeutic approach strategies.
Collapse
Affiliation(s)
- Daniek A M Meijs
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands.
- Department of Intensive Care Medicine, Laurentius Ziekenhuis, Roermond, the Netherlands.
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Björn Stessel
- Department of Intensive Care Medicine, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, UHasselt, Diepenbeek, Belgium
| | | | - Anisa Hana
- Department of Intensive Care Medicine, Laurentius Ziekenhuis, Roermond, the Netherlands
| | - Clarissa I E Scheeren
- Department of Intensive Care Medicine, Zuyderland Medisch Centrum, Heerlen/Sittard, the Netherlands
| | - Sanne A E Peters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- The George Institute for Global Health, Imperial College London, London, United Kingdom
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Maastricht UMC+ Academy for Postgraduate Medical Education, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht, the Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht, the Netherlands
| | - Gernot Marx
- Department of Intensive Care Medicine, University Hospital Rheinisch Westfälische Hochschule (RWTH) Aachen, Aachen, Germany
| | - Dieter Mesotten
- Department of Intensive Care Medicine, Ziekenhuis Oost-Limburg, Genk, Belgium
- Faculty of Medicine and Life Sciences, UHasselt, Diepenbeek, Belgium
| | - Chahinda Ghossein-Doha
- Department of Intensive Care Medicine, Maastricht University Medical Center + (Maastricht UMC+), P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht, the Netherlands
- Department of Cardiology, Maastricht UMC+, Maastricht, the Netherlands
- School for Oncology and Developmental Biology, Maastricht UMC+, Maastricht, the Netherlands
| |
Collapse
|
24
|
Gijs M, Veugen JMJ, Wolffs PFG, Savelkoul PHM, Tas J, van Bussel BCT, de Kruif MD, Henry RMA, Webers CAB, Dickman MM, Nuijts RMMA. In-Depth Investigation of Conjunctival Swabs and Tear Fluid of Symptomatic COVID-19 Patients, an Observational Cohort Study. Transl Vis Sci Technol 2021; 10:32. [PMID: 34673905 PMCID: PMC8543390 DOI: 10.1167/tvst.10.12.32] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 09/15/2021] [Indexed: 01/08/2023] Open
Abstract
Purpose The putative presence of SARS-CoV-2 in ocular specimen puts healthcare workers at risk. We thoroughly examined conjunctival swabs and tear fluid in a large cohort of COVID-19 patients. Methods A total of 243 symptomatic laboratory-confirmed COVID-19 patients were included in this observational multicenter study. Conjunctival swabs were analyzed by reverse transcription polymerase chain reaction for detection of SARS-CoV-2 RNA. Next-generation sequencing and phylogenetic analysis were performed to identify viral strains and to determine tissue tropism. Schirmer tear samples from 43 hospitalized COVID-19 patients and 25 healthy controls were analyzed by multiplex cytokine immunoassays. Results Viral SARS-CoV-2 RNA was detected in conjunctival swabs from 17 (7.0%) of 243 COVID-19 patients. Conjunctival samples were positive for viral SARS-CoV-2 RNA as long as 12 days after disease onset. Cycle threshold (Ct) values for conjunctival swabs (mean 34.5 ± 5.1) were significantly higher than nasopharyngeal swabs (mean 16.7 ± 3.6). No correlation between Ct values of conjunctival and nasopharyngeal swabs was observed. The majority of positive conjunctival samples were detected only once and primarily during the first visit. Next-generation sequencing analysis revealed that the virus strain found in the conjunctiva was most often identical to the one found in the nasopharynx. Tear cytokine levels IL-1β and IL-6 were elevated in COVID-19 patients compared to healthy controls. Conclusions Conjunctival samples that were positive for SARS-CoV-2 RNA contained the same viral strain as the nasopharynx. Translational Relevance The presence of SARS-CoV-2 viral RNA and elevated cytokines in tear fluid confirm the involvement of the ocular surface in COVID-19 disease.
Collapse
Affiliation(s)
- Marlies Gijs
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
| | - Judith M. J. Veugen
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
- Department of Medical Microbiology, Maastricht University Medical Center, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Petra F. G. Wolffs
- Department of Medical Microbiology, Maastricht University Medical Center, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Paul H. M. Savelkoul
- Department of Medical Microbiology, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Medical Microbiology and Infection Control, Amsterdam Infection and Immunity Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Jeanette Tas
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Bas C. T. van Bussel
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- Department of Intensive Care Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Martijn D. de Kruif
- Department of Pulmonary Medicine, Zuyderland Medical Center, Heerlen, the Netherlands
| | - Ronald M. A. Henry
- Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Carroll A. B. Webers
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
| | - Mor M. Dickman
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
| | - Rudy M. M. A. Nuijts
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
- School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
- Department of Ophthalmology, Zuyderland Medical Center, Heerlen, the Netherlands
| |
Collapse
|
25
|
van Gassel RJJ, Bels J, Remij L, van Bussel BCT, Posthuma R, Gietema HA, Verbunt J, van der Horst ICC, Olde Damink SWM, van Santen S, van de Poll MCG. Functional Outcomes and Their Association With Physical Performance in Mechanically Ventilated Coronavirus Disease 2019 Survivors at 3 Months Following Hospital Discharge: A Cohort Study. Crit Care Med 2021; 49:1726-1738. [PMID: 33967204 PMCID: PMC8439632 DOI: 10.1097/ccm.0000000000005089] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES We performed a comprehensive health assessment in mechanically ventilated coronavirus disease 2019 survivors to assess the impact of respiratory and skeletal muscle injury sustained during ICU stay on physical performance at 3 months following hospital discharge. DESIGN Preregistered prospective observational cohort study. SETTING University hospital ICU. PATIENTS All mechanically ventilated coronavirus disease 2019 patients admitted to our ICU during the first European pandemic wave. MEASUREMENTS AND MAIN RESULTS At 3 months after hospital discharge, 46 survivors underwent a comprehensive physical assessment (6-min walking distance, Medical Research Council sum score and handgrip strength), a full pulmonary function test, and a chest CT scan which was used to analyze skeletal muscle architecture. In addition, patient-reported outcomes measures were collected. Physical performance assessed by 6-minute walking distance was below 80% of predicted in 48% of patients. Patients with impaired physical performance had more muscle weakness (Medical Research Council sum score 53 [51-56] vs 59 [56-60]; p < 0.001), lower lung diffusing capacity (54% [44-66%] vs 68% of predicted [61-72% of predicted]; p = 0.002), and higher intermuscular adipose tissue area (p = 0.037). Reduced lung diffusing capacity and increased intermuscular adipose tissue were independently associated with physical performance. CONCLUSIONS Physical disability is common at 3 months in severe coronavirus disease 2019 survivors. Lung diffusing capacity and intermuscular adipose tissue assessed on CT were independently associated with walking distance, suggesting a key role for pulmonary function and muscle quality in functional disability.
Collapse
Affiliation(s)
- Rob J J van Gassel
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Julia Bels
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Loes Remij
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Rein Posthuma
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Hester A Gietema
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Jeanine Verbunt
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Steven W M Olde Damink
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Susanne van Santen
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Marcel C G van de Poll
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| |
Collapse
|
26
|
Hulshof A, Braeken DCW, Ghossein‐Doha C, van Santen S, Sels JEM, Kuiper GJAJM, van der Horst ICC, ten Cate H, van Bussel BCT, Olie RH, Henskens YMC. Hemostasis and fibrinolysis in COVID-19 survivors 6 months after intensive care unit discharge. Res Pract Thromb Haemost 2021; 5:e12579. [PMID: 34595368 PMCID: PMC8463660 DOI: 10.1002/rth2.12579] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 07/08/2021] [Accepted: 07/15/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The prothrombotic phenotype has been extensively described in patients with acute coronavirus disease 2019 (COVID-19). However, potential long-term hemostatic abnormalities are unknown. OBJECTIVE To evaluate the changes in routine hemostasis laboratory parameters and tissue-type plasminogen activator (tPA) rotational thromboelastometry (ROTEM) 6 months after COVID-19 intensive care unit (ICU) discharge in patients with and without venous thromboembolism (VTE) during admission. METHODS Patients with COVID-19 of the Maastricht Intensive Care COVID cohort with tPA ROTEM measurement at ICU and 6-month follow-up were included. TPA ROTEM is a whole blood viscoelastic assay that illustrates both clot development and fibrinolysis due to simultaneous addition of tissue factor and tPA. Analyzed ROTEM parameters include clotting time, maximum clot firmness (MCF), lysis onset time (LOT), and lysis time (LT). RESULTS Twenty-two patients with COVID-19 were included and showed extensive hemostatic abnormalities before ICU discharge. TPA ROTEM MCF (75 mm [interquartile range, 68-78]-59 mm [49-63]; P ≤ .001), LOT (3690 seconds [2963-4418]-1786 seconds [1465-2650]; P ≤ .001), and LT (7200 seconds [6144-7200]-3138 seconds [2591-4389]; P ≤ .001) normalized 6 months after ICU discharge. Of note, eight and four patients still had elevated fibrinogen and D-dimer concentrations at follow-up, respectively. In general, no difference in median hemostasis parameters at 6-month follow-up was observed between patients with (n=14) and without (n=8) VTE, although fibrinogen appeared to be lower in the VTE group (VTE-, 4.3 g/L [3.7-4.7] vs VTE+, 3.4 g/L [3.2-4.2]; P = .05). CONCLUSIONS Six months after COVID-19 ICU discharge, no persisting hypercoagulable or hypofibrinolytic profile was detected by tPA ROTEM. Nevertheless, increased D-dimer and fibrinogen concentrations persist up to 6 months in some patients, warranting further exploration of the role of hemostasis in long-term morbidity after hospital discharge.
Collapse
Affiliation(s)
- Anne‐Marije Hulshof
- Central Diagnostic LaboratoryMaastricht University Medical Centre+Maastrichtthe Netherlands
- Cardiovascular Research Institute Maastricht (CARIM)Maastricht UniversityMaastrichtthe Netherlands
| | - Dionne C. W. Braeken
- Thrombosis Expertise Centre MaastrichtMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Chahinda Ghossein‐Doha
- Department of CardiologyMaastricht University Medical Centre+Maastrichtthe Netherlands
- Department of Intensive Care MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Susanne van Santen
- Department of Intensive Care MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Jan‐Willem E. M. Sels
- Department of Intensive Care MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | | | - Iwan C. C. van der Horst
- Cardiovascular Research Institute Maastricht (CARIM)Maastricht UniversityMaastrichtthe Netherlands
- Department of Intensive Care MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Hugo ten Cate
- Cardiovascular Research Institute Maastricht (CARIM)Maastricht UniversityMaastrichtthe Netherlands
- Thrombosis Expertise Centre MaastrichtMaastricht University Medical Centre+Maastrichtthe Netherlands
- Department of Internal MedicineSection Vascular MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Bas C. T. van Bussel
- Department of Intensive Care MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
- Care and Public Health Research Institute (CAPHRI)Maastricht UniversityMaastrichtthe Netherlands
| | - Renske H. Olie
- Cardiovascular Research Institute Maastricht (CARIM)Maastricht UniversityMaastrichtthe Netherlands
- Thrombosis Expertise Centre MaastrichtMaastricht University Medical Centre+Maastrichtthe Netherlands
- Department of Internal MedicineSection Vascular MedicineMaastricht University Medical Centre+Maastrichtthe Netherlands
| | - Yvonne M. C. Henskens
- Central Diagnostic LaboratoryMaastricht University Medical Centre+Maastrichtthe Netherlands
| |
Collapse
|
27
|
Mulder MMG, Brandts LI, Brüggemann RAG, Koelmann M, Streng AS, Olie RH, Gietema HA, Spronk HMH, van der Horst ICC, Sels JWEM, Wildberger JE, van Kuijk SMJ, Schnabel RM, Ten Cate H, Henskens YMC, van Bussel BCT. Serial markers of coagulation and inflammation and the occurrence of clinical pulmonary thromboembolism in mechanically ventilated patients with SARS-CoV-2 infection; the prospective Maastricht intensive care COVID cohort. Thromb J 2021; 19:35. [PMID: 34059058 PMCID: PMC8165953 DOI: 10.1186/s12959-021-00286-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 05/07/2021] [Indexed: 12/13/2022] Open
Abstract
Background The incidence of pulmonary thromboembolism is high in SARS-CoV-2 patients admitted to the Intensive Care. Elevated biomarkers of coagulation (fibrinogen and D-dimer) and inflammation (c-reactive protein (CRP) and ferritin) are associated with poor outcome in SARS-CoV-2. Whether the time-course of fibrinogen, D-dimer, CRP and ferritin is associated with the occurrence of pulmonary thromboembolism in SARS-CoV-2 patients is unknown. We hypothesise that patients on mechanical ventilation with SARS-CoV-2 infection and clinical pulmonary thromboembolism have lower concentrations of fibrinogen and higher D-dimer, CRP, and ferritin concentrations over time compared to patients without a clinical pulmonary thromboembolism. Methods In a prospective study, fibrinogen, D-dimer, CRP and ferritin were measured daily. Clinical suspected pulmonary thromboembolism was either confirmed or excluded based on computed tomography pulmonary angiography (CTPA) or by transthoracic ultrasound (TTU) (i.e., right-sided cardiac thrombus). In addition, patients who received therapy with recombinant tissue plasminogen activator were included when clinical instability in suspected pulmonary thromboembolism did not allow CTPA. Serial data were analysed using a mixed-effects linear regression model, and models were adjusted for known risk factors (age, sex, APACHE-II score, body mass index), biomarkers of coagulation and inflammation, and anticoagulants. Results Thirty-one patients were considered to suffer from pulmonary thromboembolism ((positive CTPA (n = 27), TTU positive (n = 1), therapy with recombinant tissue plasminogen activator (n = 3)), and eight patients with negative CTPA were included. After adjustment for known risk factors and anticoagulants, patients with, compared to those without, clinical pulmonary thromboembolism had lower average fibrinogen concentration of − 0.9 g/L (95% CI: − 1.6 – − 0.1) and lower average ferritin concentration of − 1045 μg/L (95% CI: − 1983 – − 106) over time. D-dimer and CRP average concentration did not significantly differ, 561 μg/L (− 6212–7334) and 27 mg/L (− 32–86) respectively. Ferritin lost statistical significance, both in sensitivity analysis and after adjustment for fibrinogen and D-dimer. Conclusion Lower average concentrations of fibrinogen over time were associated with the presence of clinical pulmonary thromboembolism in patients at the Intensive Care, whereas D-dimer, CRP and ferritin were not. Lower concentrations over time may indicate the consumption of fibrinogen related to thrombus formation in the pulmonary vessels. Supplementary Information The online version contains supplementary material available at 10.1186/s12959-021-00286-7.
Collapse
Affiliation(s)
- Mark M G Mulder
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.
| | - LIoyd Brandts
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Renée A G Brüggemann
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Marcel Koelmann
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Alexander S Streng
- Department of Clinical Chemistry, Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Renske H Olie
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Section Vascular Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Hester A Gietema
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Henri M H Spronk
- Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Section Vascular Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Jan-Willem E M Sels
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Department of Cardiology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Joachim E Wildberger
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.,Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Ronny M Schnabel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Hugo Ten Cate
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Section Vascular Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Yvonne M C Henskens
- Department of Clinical Chemistry, Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.,Care and Public Health Research Institute, Maastricht University Medical Centre+, Maastricht, The Netherlands
| |
Collapse
|
28
|
Hulshof AM, Brüggemann RAG, Mulder MMG, van de Berg TW, Sels JWEM, Olie RH, Spaetgens B, Streng AS, Verhezen P, van der Horst ICC, Ten Cate H, Spronk HMH, van Bussel BCT, Henskens YMC. Serial EXTEM, FIBTEM, and tPA Rotational Thromboelastometry Observations in the Maastricht Intensive Care COVID Cohort-Persistence of Hypercoagulability and Hypofibrinolysis Despite Anticoagulation. Front Cardiovasc Med 2021; 8:654174. [PMID: 33981736 PMCID: PMC8107372 DOI: 10.3389/fcvm.2021.654174] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/05/2021] [Indexed: 01/14/2023] Open
Abstract
Background: Coronavirus Disease 2019 (COVID-19) patients often present with thromboembolic events. In COVID-19 patients, routine hemostatic assays cannot correctly identify patients at risk for thromboembolic events. Viscoelastic testing with rotational thromboelastometry (ROTEM) might improve the characterization of COVID-19-associated coagulopathy. Objective: To unravel underlying coagulopathy and fibrinolysis over time as measured by serial assessment heparin-independent (FIBTEM and EXTEM) and fibrinolysis illustrating (tissue plasminogen activator; tPA) ROTEM assays. Patients/Methods: Between April 23 and June 12, consecutive adult patients enrolled within the Maastricht Intensive Care COVID (MaastrICCht) cohort were included, and a comprehensive set of clinical, physiological, pharmaceutical, and laboratory variables were collected daily. Twice per week, EXTEM, FIBTEM, and tPA ROTEM were performed. Clotting time (CT), clot formation time (CFT), maximum clot firmness (MCF), lysis onset time (LOT), and lysis time (LT) were determined to assess clot development and breakdown and were compared to routine hemostatic assays. Results: In 36 patients, 96 EXTEM/FIBTEM and 87 tPA ROTEM tests were performed during a 6-week follow-up. CT prolongation was present in 54% of EXTEM measurements, which were not matched by prothrombin time (PT) in 37%. Respectively, 81 and 99% of all EXTEM and FIBTEM MCF values were above the reference range, and median MCF remained elevated during follow-up. The ROTEM fibrinolysis parameters remained prolonged with median LOT consequently >49 min and unmeasurable LT in 56% of measurements, suggesting a severe hypofibrinolytic phenotype. Conclusion: ROTEM tests in COVID-19 ICU patients show hypercoagulability and severe hypofibrinolysis persisting over at least 6 weeks.
Collapse
Affiliation(s)
- Anne-Marije Hulshof
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands.,Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands
| | - Renée A G Brüggemann
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Mark M G Mulder
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Tom W van de Berg
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands
| | - Jan-Willem E M Sels
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Renske H Olie
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands.,Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands.,Thrombosis Expert Centre Maastricht, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Bart Spaetgens
- Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Alexander S Streng
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Paul Verhezen
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Iwan C C van der Horst
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands.,Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Hugo Ten Cate
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands.,Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands.,Thrombosis Expert Centre Maastricht, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Henri M H Spronk
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands.,Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands
| | - Yvonne M C Henskens
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| |
Collapse
|
29
|
Suggestions for global coagulation assays for the assessment of COVID-19 associated hypercoagulability. Thromb Res 2021; 201:84-89. [PMID: 33662799 PMCID: PMC7903905 DOI: 10.1016/j.thromres.2021.02.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/26/2021] [Accepted: 02/16/2021] [Indexed: 12/15/2022]
Abstract
Introduction Severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) infection is associated with a clear prothrombotic phenotype. Although the exact pathophysiological mechanisms are not yet fully understood, thrombosis is clearly a highly important in the prognosis and outcome of COVID-19. As such, there is a need for diagnostic analysis and quantification of the coagulation potential in these patients, both at diagnosis and follow-up. Global coagulation assays like thrombin generation (TG) and rotational thromboelastometry (ROTEM) might be suitable in estimating COVID-19 associated coagulopathy and thrombosis risk. Therefore, we aimed at validating both assays for samples with high levels of fibrinogen and in the presence of anticoagulant heparins, such as commonly observed for COVID-19 ICU patients. Materials and methods Calibrated Automated Thrombography (CAT) was optimized to assess plasma thrombin generation in the presence of heparins. The final conditions with either 10 μg/mL Ellagic acid (EA) or PPP Reagent HIGH (high tissue factor; HPPH) were validated according to the EP5 protocol for within-run and between-run variability. Overall variability was well below 10%. To estimate the influences of heparins and high fibrinogen levels, CAT was performed on spiked plasma aliquots from 13 healthy volunteers. Comparable to the CAT method, tPA-ROTEM was used to validate the effect of high fibrinogen and heparins on clotting time, clot firmness and clot lysis parameters. Results Our adjusted COVID-19 assay showed a heparin dose dependent decrease in peak height and endogenous thrombin potential (ETP) for both EA and HPPH triggered variants. High fibrinogen did not alter the inhibitory effect of either LMWH or UFH, nor did it influence the peak height or ETP in any of the conditions. The tPA-ROTEM showed a significant prolongation in clotting time with the additions of heparin, which normalized with the addition of high fibrinogen. MCF was markedly increased in all hyperfibrinogenemic conditions. A trend towards increased lysis time and, thus, decreased fibrinolysis was observed. Conclusion Thrombin generation and tPA-ROTEM protocols for measurements in the COVID-19 populations were adjusted and validated. The adjusted thrombin generation assay shows good sensitivity for measurements in heparin spiked plasma. High levels of fibrinogen did not alter the assay or the effectiveness of heparins as measured in this assay. t-PA ROTEM was effective in measurement of both high fibrinogen and heparins spiked samples and was sensitive to the expected relevant coagulant changes by these conditions. No clear fibrinolytic effect was observed in different conditions.
Collapse
|
30
|
van Gassel RJJ, Bels JLM, Raafs A, van Bussel BCT, van de Poll MCG, Simons SO, van der Meer LWL, Gietema HA, Posthuma R, van Santen S. High Prevalence of Pulmonary Sequelae at 3 Months after Hospital Discharge in Mechanically Ventilated Survivors of COVID-19. Am J Respir Crit Care Med 2021; 203:371-374. [PMID: 33326353 PMCID: PMC7874313 DOI: 10.1164/rccm.202010-3823le] [Citation(s) in RCA: 89] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Affiliation(s)
| | - Julia L. M. Bels
- Maastricht University Medical CentreMaastricht, the Netherlandsand
| | - Anne Raafs
- Maastricht University Medical CentreMaastricht, the Netherlandsand
| | | | | | - Sami O. Simons
- Maastricht University Medical CentreMaastricht, the Netherlandsand
| | | | | | - Rein Posthuma
- Maastricht University Medical CentreMaastricht, the Netherlandsand
- Centre of Expertise for Chronic Organ Failure (CIRO)Horn, the Netherlands
| | | |
Collapse
|
31
|
Bels JLM, van Kuijk SMJ, Ghossein-Doha C, Tijssen FH, van Gassel RJJ, Tas J, Collaborators M, Schnabel RM, Aries MJH, van de Poll MCG, Bergmans DCJJ, Meex SJR, van Mook WNKA, van der Horst ICC, van Bussel BCT. Decreased serial scores of severe organ failure assessments are associated with survival in mechanically ventilated patients; the prospective Maastricht Intensive Care COVID cohort. J Crit Care 2020; 62:38-45. [PMID: 33246196 PMCID: PMC7669472 DOI: 10.1016/j.jcrc.2020.11.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/04/2020] [Accepted: 11/10/2020] [Indexed: 01/08/2023]
Abstract
Background The majority of patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection are admitted to the Intensive Care Unit (ICU) for mechanical ventilation. The role of multi-organ failure during ICU admission as driver for outcome remains to be investigated yet. Design and setting Prospective cohort of mechanically ventilated critically ill with SARS-CoV-2 infection. Participants and methods 94 participants of the MaastrICCht cohort (21% women) had a median length of stay of 16 days (maximum of 77). After division into survivors (n = 59) and non-survivors (n = 35), we analysed 1555 serial SOFA scores using linear mixed-effects models. Results Survivors improved one SOFA score point more per 5 days (95% CI: 4–8) than non-survivors. Adjustment for age, sex, and chronic lung, renal and liver disease, body-mass index, diabetes mellitus, cardiovascular risk factors, and Acute Physiology and Chronic Health Evaluation II score did not change this result. This association was stronger for women than men (P-interaction = 0.043). Conclusions The decrease in SOFA score associated with survival suggests multi-organ failure involvement during mechanical ventilation in patients with SARS-CoV-2. Surviving women appeared to improve faster than surviving men. Serial SOFA scores may unravel an unfavourable trajectory and guide decisions in mechanically ventilated patients with SARS-CoV-2.
Collapse
Affiliation(s)
- Julia L M Bels
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Universiteitssingel 40, 6229 ER Maastricht, the Netherlands.
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - Chahinda Ghossein-Doha
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; Department of Cardiology, Maastricht University Medical Centre+, Maastricht, the Netherlands; School for Oncology & Developmental Biology (GROW), Maastricht University, Universiteitssingel 40, 6229 ER Maastricht, the Netherlands.
| | - Fabian H Tijssen
- Department of Anaesthesiology and Pain Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - Rob J J van Gassel
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; Department of Surgery, Maastricht University Medical Centre+, Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Universiteitssingel 40, 6229 ER Maastricht, the Netherlands.
| | - Jeanette Tas
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - MaastrICCht Collaborators
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands
| | - Ronny M Schnabel
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands.
| | - Marcel J H Aries
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - Marcel C G van de Poll
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; Department of Surgery, Maastricht University Medical Centre+, Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Universiteitssingel 40, 6229 ER Maastricht, the Netherlands.
| | - Dennis C J J Bergmans
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands.
| | - Steven J R Meex
- Department of Clinical Chemistry, Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Universiteitssingel 50, 6229 ER Maastricht, the Netherlands.
| | - Walther N K A van Mook
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; School of Health Professions Education, Maastricht University, Universiteitssingel 60, 6229 ER Maastricht, the Netherlands.
| | - Iwan C C van der Horst
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Universiteitssingel 50, 6229 ER Maastricht, the Netherlands.
| | - Bas C T van Bussel
- Department of Intensive Care, Maastricht University Medical Centre+, P. Debyelaan 25, 6202 AZ Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Universiteitssingel 40, 6229 ER Maastricht, the Netherlands.
| |
Collapse
|
32
|
Brüggemann RAG, Spaetgens B, Gietema HA, Brouns SHA, Stassen PM, Magdelijns FJ, Rennenberg RJ, Henry RMA, Mulder MMG, van Bussel BCT, Schnabel RM, van der Horst ICC, Wildberger JE, Stehouwer CDA, Ten Cate H. The prevalence of pulmonary embolism in patients with COVID-19 and respiratory decline: A three-setting comparison. Thromb Res 2020; 196:486-490. [PMID: 33091701 PMCID: PMC7557291 DOI: 10.1016/j.thromres.2020.10.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 09/30/2020] [Accepted: 10/09/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND The risk of pulmonary embolism (PE) in patients with Coronavirus Disease 2019 (COVID-19) is recognized. The prevalence of PE in patients with respiratory deterioration at the Emergency Department (ED), the regular ward, and the Intensive Care Unit (ICU) are not well-established. OBJECTIVES We aimed to investigate how often PE was present in individuals with COVID-19 and respiratory deterioration in different settings, and whether or not disease severity as measured by CT-severity score (CTSS) was related to the occurrence of PE. PATIENTS/METHODS Between April 6th and May 3rd, we enrolled 60 consecutive adult patients with confirmed COVID-19 from the ED, regular ward and ICU who met the pre-specified criteria for respiratory deterioration. RESULTS A total of 24 (24/60: 40% (95% CI: 28-54%)) patients were diagnosed with PE, of whom 6 were in the ED (6/23: 26% (95% CI: 10-46%)), 8 in the regular ward (8/24: 33% (95% CI: 16-55%)), and 10 in the ICU (10/13: 77% (95% CI: 46-95%)). CTSS (per unit) was not associated with the occurrence of PE (age and sex-adjusted OR 1.06 (95%CI 0.98-1.15)). CONCLUSION The number of PE diagnosis among patients with COVID-19 and respiratory deterioration was high; 26% in the ED, 33% in the regular ward and 77% in the ICU respectively. In our cohort CTSS was not associated with the occurrence of PE. Based on the high number of patients diagnosed with PE among those scanned we recommend a low threshold for performing computed tomography angiography in patients with COVID-19 and respiratory deterioration.
Collapse
Affiliation(s)
- Renée A G Brüggemann
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands.
| | - Bart Spaetgens
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Hester A Gietema
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands; Grow school of Oncology and Developmental biology, Maastricht, the Netherlands
| | - Steffie H A Brouns
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Patricia M Stassen
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Fabienne J Magdelijns
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Roger J Rennenberg
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Ronald M A Henry
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Mark M G Mulder
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Ronny M Schnabel
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Joachim E Wildberger
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Coen D A Stehouwer
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Hugo Ten Cate
- Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre+, Maastricht, the Netherlands; Thrombosis Expert Centre Maastricht and Department of Internal Medicine, Section Vascular Medicine, Maastricht University Medical Centre+, Maastricht, the Netherlands
| |
Collapse
|
33
|
Streng AS, Delnoij TS, Mulder MM, Sels JWE, Wetzels RJ, Verhezen PW, Olie RH, Kooman JP, van Kuijk SM, Brandts L, ten Cate H, Lorusso R, van der Horst IC, van Bussel BC, Henskens YM. Monitoring of Unfractionated Heparin in Severe COVID-19: An Observational Study of Patients on CRRT and ECMO. TH OPEN 2020; 4:e365-e375. [PMID: 33235946 PMCID: PMC7676995 DOI: 10.1055/s-0040-1719083] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 09/25/2020] [Indexed: 01/08/2023] Open
Abstract
Objective Severe cases of coronavirus disease 2019 (COVID-19) can require continuous renal replacement therapy (CRRT) and/or extracorporeal membrane oxygenation (ECMO). Unfractionated heparin (UFH) to prevent circuit clotting is mandatory but monitoring is complicated by (pseudo)-heparin resistance. In this observational study, we compared two different activated partial thromboplastin time (aPTT) assays and a chromogenic anti-Xa assay in COVID-19 patients on CRRT or ECMO in relation to their UFH dosages and acute phase reactants. Materials and Methods The aPTT (optical [aPTT-CS] and/or mechanical [aPTT-STA] clot detection methods were used), anti-Xa, factor VIII (FVIII), antithrombin III (ATIII), and fibrinogen were measured in 342 samples from 7 COVID-19 patients on CRRT or ECMO during their UFH treatment. Dosage of UFH was primarily based on the aPTT-CS with a heparin therapeutic range (HTR) of 50-80s. Associations between different variables were made using linear regression and Bland-Altman analysis. Results Dosage of UFH was above 35,000IU/24 hours in all patients. aPTT-CS and aPTT-STA were predominantly within the HTR. Anti-Xa was predominantly above the HTR (0.3-0.7 IU/mL) and ATIII concentration was >70% for all patients; mean FVIII and fibrinogen were 606% and 7.5 g/L, respectively. aPTT-CS correlated with aPTT-STA ( r 2 = 0.68) with a bias of 39.3%. Correlation between aPTT and anti-Xa was better for aPTT-CS (0.78 ≤ r 2 ≤ 0.94) than for aPTT-STA (0.34 ≤ r 2 ≤ 0.81). There was no general correlation between the aPTT-CS and ATIII, FVIII, fibrinogen, thrombocytes, C-reactive protein, or ferritin. Conclusion All included COVID-19 patients on CRRT or ECMO conformed to the definition of heparin resistance. A patient-specific association was found between aPTT and anti-Xa. This association could not be explained by FVIII or fibrinogen.
Collapse
Affiliation(s)
- Alexander S. Streng
- Central Diagnostic Laboratory, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Thijs S.R. Delnoij
- Intensive Care Unit, Maastricht University Medical Centre, Maastricht, the Netherlands
- Cardiovascular Centre, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Mark M.G. Mulder
- Intensive Care Unit, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jan Willem E.M. Sels
- Intensive Care Unit, Maastricht University Medical Centre, Maastricht, the Netherlands
- Cardiovascular Centre, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Rick J.H. Wetzels
- Central Diagnostic Laboratory, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Paul W.M. Verhezen
- Central Diagnostic Laboratory, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Renske H. Olie
- Department of Vascular Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
| | - Jeroen P. Kooman
- Department of Clinical Nephrology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Sander M.J. van Kuijk
- Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
- Care and Public Health Research Institute, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Lloyd Brandts
- Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Hugo ten Cate
- Department of Vascular Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
| | - Roberto Lorusso
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
- Department of Cardiothoracic Surgery, Heart and Vascular Centre, Maastricht University Medical Centre, Maastricht, the Netherlands
| | | | - Bas C.T. van Bussel
- Intensive Care Unit, Maastricht University Medical Centre, Maastricht, the Netherlands
- Care and Public Health Research Institute, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Yvonne M.C. Henskens
- Central Diagnostic Laboratory, Maastricht University Medical Centre, Maastricht, the Netherlands
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
| |
Collapse
|