- Open Access
Pulmonary hypertension at admission predicts ICU mortality in elderly critically ill with severe COVID-19 pneumonia: retrospective cohort study
Cardiovascular Ultrasound volume 21, Article number: 1 (2023)
Point-of-care ultrasound (POCUS) is a useful diagnostic tool for non-invasive assessment of critically ill patients. Mortality of elderly patients with COVID-19 pneumonia is high and there is still scarcity of definitive predictors. Aim of our study was to assess the prediction value of combined lung and heart POCUS data on mortality of elderly critically ill patients with severe COVID-19 pneumonia.
This was a retrospective observational study. Data of patients older than 70 years, with severe COVID-19 pneumonia admitted to mixed 25-bed, level 3, intensive care unit (ICU) was analyzed retrospectively. POCUS was performed at admission; our parameters of interest were pulmonary artery systolic pressure (PASP) and presence of diffuse B-line pattern (B-pattern) on lung ultrasound.
Between October 2020 and March 2021, 117 patients aged 70 years or more (average age 77 ± 5 years) were included. Average length of ICU stay was 10.7 ± 8.9 days. High-flow oxygenation, non-invasive ventilation and invasive mechanical ventilation were at some point used to support 36/117 (31%), 39/117 (33%) and 75/117 (64%) patients respectively. ICU mortality was 50.9%. ICU stay was shorter in survivors (8.8 ± 8.3 vs 12.6 ± 9.3 days, p = 0.02). PASP was lower in ICU survivors (32.5 ± 9.8 vs. 40.4 ± 14.3 mmHg, p = 0.024). B-pattern was more often detected in non-survivors (35/59 (59%) vs. 19/58 (33%), p = 0.005). PASP and B-pattern at admission, and also mechanical ventilation and development of VAP, were univariate predictors of mortality. PASP at admission was an independent predictor of ICU (OR 1.061, 95%CI 1.003–1.124, p = 0.039) and hospital (OR 1.073, 95%CI 1.003–1.146, p = 0.039) mortality.
Pulmonary artery systolic pressure at admission is an independent predictor of ICU and hospital mortality of elderly patients with severe COVID-19 pneumonia.
Coronavirus disease 2019 (COVID-19) is a multi-system disease caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) .
In-hospital mortality of older hospitalised COVID-19 patients is high . Frailty is independently associated with higher in-hospital mortality, even though COVID-19 patients with frailty are presented to the hospital earlier and with less severe symptoms . Factors associated with mortality of elderly people diagnosed with SARS-CoV-2 who lived in institutions or who were hospitalized because of the disease were dementia, diabetes, chronic kidney disease and hypertension .
Echocardiography has become a useful clinical tool both in medical wards and in critical care setting, since it is able to provide information on concomitant clinical conditions (e.g., heart failure) and on current hemodynamic status and heart–lung interactions . In COVID-19 patients, the echocardiographic assessment of the right ventricle (RV) represents a pivotal element in the understanding of current disease status and in monitoring disease progression .
Most patients hospitalized with COVID-19 had lung ultrasound abnormalities on admission. Point-of-care ultrasound (POCUS) can aid in risk stratification for patients with COVID-19 admitted to general wards and into ICUs .
Aim of current study was to evaluate predictive value on mortality of point-of-care echocardiography and lung ultrasound (LUS) in elderly critically ill at ICU admission.
A retrospective study was conducted in mixed 25-bed, level 3, ICU in General and Teaching Hospital Celje, Slovenia during a 6-month period (from October 2020 to March 2021).
This ICU was specially dedicated for treatment of SARS-CoV-2 positive adult (≥ 18 years old) patients. The diagnosis of COVID-19 was made in the presence of at least one positive real-time polymerase chain reaction (RT-PCR) test for SARS-CoV-2 on respiratory specimen/s (nasopharyngeal swab, sputum, and/or lower respiratory tract specimens).
Pregnant women were not treated in our ICU. Only elderly critically ill patients (≥ 70 years old) were included into final analysis of the study. Patients with previous history of systolic left (severely diminished left ventricular ejection fraction, < 30%) or right heart failure and/or previously detected pulmonary hypertension (estimated PASP > 35 mmHg) were not included in the study.
Study was conducted after receiving positive agreement from the Republic of Slovenia National Medical Ethics Committee (No. 0120–168/2021/7, 22 July 2021) and from the Institutional Review Board of General Hospital Celje (No. 17/KS/2021–1, 5 March 2021). Informed consent was omitted due to the retrospective nature of the study.
The following patient data was collected from the hospital electronic database BIRPIS21 (SRC Infonet, Kranj, Slovenia): basic demographic data, previous medical history, chronic illnesses (e.g., malignant disease, arterial hypertension, diabetes, heart failure, chronic obstructive pulmonary disease, chronic renal disease).
Majority of laboratory analysis was done in General Laboratory of our institution. In laboratory data we focused on admission data and also on clinically worst laboratory data during the whole ICU stay (e.g., lowest pH, highest pCO2, lowest pO2, highest D-dimer, highest troponin T, highest procalcitonin (PCT), highest C-reactive protein (CRP), highest creatinine, highest leucocyte count, etc.).
Transthoracic echocardiographic exam with cardiac probe (GE Vivid S60 Ultrasound machine, GE healthcare, USA) was performed by the intensive care specialist at admission. Protocol based admission echocardiography data was recorded in the intensive care information system (Centricity Critical Care, GE healthcare, USA). The examination was recorded for later off-line re-evaluation on the workstation (GE EchoPAC Clinical Workstation Software, GE Healthcare, USA) by the experienced ICU care specialist focusing more on cardiology (MP). The following data was collected: left ventricular ejection fraction (LVEF) by eyeballing, velocity time integral (VTI) in left ventricular outflow tract (LVOT), tricuspid annular plane systolic excursion (TAPSE), minimal and maximal inferior vena cava diameter (VCI min, VCI max, respectively) and pulmonary artery systolic pressure (PASP). PASP was estimated with Bernoulli equation from maximal velocity of tricuspid regurgitation and central venous pressure (CVP) . CVP was measured invasively. The definitions of RV dysfunction were based on the American Heart Association Guidelines .
Lung ultrasound exam with a linear probe (GE Vivid S60 Ultrasound machine, GE Healthcare, USA) was performed by the intensive care specialist at admission. Eight lung areas  were examined, four on each side (apical anterior area around upper midclavicular line, basal anterior area around lower midclavicular line, apical lateral area around upper midaxillary line and basal lateral area around lower midaxillary line). Patients were classified into: A-pattern when A lines were detected in all examined positions, mixed pattern, when A and B lines were detected, or diffuse B-lines pattern, when only B-lines or lung consolidations were detected in all examined positions. Presence of pleural effusions and lung consolidations were also recorded . The protocol-based admission LUS data was collected from the intensive care information system (Centricity Critical Care, GE Healthcare, USA). Please refer to Study limitations section for additional comments.
Treatment data was collected from the intensive care information system (Centricity Critical Care, GE healthcare, USA). All patients were initially treated with methylprednisolone 1 mg/kg body weight daily as adapted from protocol used at the time .
For characterizing respiratory support, we collected the following data: performance of self proning and proning during mechanical ventilation; frequency and duration of high-flow nasal cannula (HFNC) oxygen therapy, non-invasive ventilation (NIV) and invasive mechanical ventilation (IMV). Duration of HFNC and NIV ventilation was guided by using ROX index . In patients supported with IMV the data of maximal positive end-expiratory pressure (PEEP), maximal peak pressure and maximal tidal volume ever recorded during treatment was recorded. Use of nitric oxide inhalation therapy, norepinephrine, levosimendan, systemic thrombolytic treatment and renal replacement therapy were also recorded.
Complications and mortality
The intensive care and hospital information system were used to collect data on complications (e.g., ventilator associated pneumonia (VAP), catheter-related bloodstream infections, urosepsis, fungal infections), ICU and hospital mortality.
VAP was defined as new or changing chest X-ray infiltrate/s occurring more than 48 h after initiation of invasive mechanical ventilation, plus both of the following: (i) new onset of fever (body temperature ≥ 38 °C)/hypothermia (body temperature ≤ 35 °C) and/or leukocytosis (total peripheral white blood cell count ≥ 10,000 cells/µL)/leukopenia (total WBC count ≤ 4500 cells/µL)/ > 15% immature neutrophils; (ii) new onset of suctioned respiratory secretions and/or need for acute ventilator support system changes to enhance oxygenation .
Catheter-related bloodstream infection (CRBSI) was defined as the presence of bacteremia originating from an intravenous catheter. Microbiological samples were performed using BacT/ALERT SA (aerobic) and BacT/ALERT SN (anaerobic) bottles incubated in the BacT/Alert 3D blood culture instrument (bioMérieux, Ballerup, Denmark) .
Fungal infection was diagnosed as previously described .
Primary outcomes were mortality at ICU discharge and at hospital discharge. The relationship of echocardiography and lung ultrasound data at admission to the primary outcomes.
Secondary outcome was an exploration of the relationship between compilations and ICU mortality.
Sample size estimation
To achieve 80% power with type-I error rate of 0.05 (two-tailed) for detecting statistically significant differences in PASP between ICU survivors and non-survivors, a sample size of 53 subjects per group (total of 106 patients) was determined to be required. PASP difference of 8 mmHg with standard deviation of 14 mmHg between ICU survivors and non-survivors was assumed. MedCalc ver. 12.5 (MedCalc Software Ltd, Ostend, Belgium) was used for sample size estimation.
Data were summarized as mean (± standard deviation) for metric variables; absolute and relative frequencies for categorical variables. Tests for normal distributions were carried out on continuous variables. The Student's t-test was used for metric variables and Chi-Square for categorical data. Univariate and multivariate logistic regression modelling, with odds ratio calculations, was used to test the relationship between echocardiography, LUS data, complications and ICU/hospital mortality. A receiver operating characteristic (ROC) curve analysis was used for testing the predictive ability of PASP for ICU/hospital mortality. The analyses were performed using SPSS v.25.0 software package (SPSS Inc., Chicago, IL, USA) and MedCalc ver. 12.5 (MedCalc Software Ltd, Ostend, Belgium). A p-value of < 0.05 was considered to define statistical significance.
Three-hundred-forty-three patients were admitted into our ICU during the study period. 208 patients, who were younger than 70 years and 28 patients, who had previously detected pulmonary hypertension/or left heart failure, were excluded. There was an overlap of ten patients who were younger than 70 years with existing excluding comorbidities as defined in methods. 117 patients were included in the final analysis, 58 ICU survivors and 59 non-survivors. ICU mortality was 50.9%. The general description of patients, previous history and chronic therapy is presented in Table 1. Tests for normal distributions did not reject the null hypothesis that variables were normally distributed. There was no difference in average age between survivors and non-survivors (76 ± 5 vs. 77 ± 5 years, p = 0.2). ICU length of stay was shorter in ICU survivors compared to non-survivors (8.8 ± 8.3 vs. 12.6 ± 9.3 days, p = 0.02).
At admission there was no difference between survivors and non-survivors in vital parameters, however serum lactic values were lower in survivors (2.1 ± 1.6 vs. 3.8 ± 4.2 mmol/l, p = 0.004) (Table 2). Admission PaO2/FiO2 was 80.5 ± 52.1 mmHg, without difference between groups (Table 2).
During ICU stay lower values of pH, higher pCO2, lower hemoglobin oxygen saturation (StHbO2), higher leukocyte count, higher creatinine levels, higher C-reactive protein and higher D-dimer were detected in non-survivors compared to survivors (Table 2).
All patients were treated with methylprednisolone (see Methods, Treatment subsection) (Table 3). Survivors had been shortly non-invasively ventilated (NIV) (1.5 ± 0.8 vs. 3.2 ± 2.5 days, p = 0.01) and were less often invasively mechanically ventilated (47% vs 81%, p = 0.001). There was no difference between groups in maximal PEEP or tidal volume recorded during ICU stay; however, recorded maximal peak pressure on ventilators was higher in non-survivors. Ventilator associated pneumonia (VAP) was more often detected in non-survivors (49% vs. 21%, p = 0.001). Comparison of VAP incidence in groups of survivors and non-survivors, who were mechanically ventilated, showed no difference (44% vs. 42%, p = 0.54).
An echocardiogram was performed on all patients at admission into ICU (Table 4). There were no differences between groups in LV EF, velocity time integral in left ventricular outflow tract in systole, TAPSE or inferior vena cava diameter during respiration. PASP at admission was lower in survivors compared to non-survivors (32.5 ± 9.8 vs. 40.4 ± 14.3 mmHg, p = 0.024).
At ICU admission diffuse B-line pattern and mixed B-line/A-line pattern were most often detected on lung ultrasound examination (Table 4). Diffuse B-line pattern was more often recorded in non-survivors than survivors (59% vs. 33%, p = 0.005).
PASP and diffuse B-line pattern were univariate predictors of ICU and hospital mortality (Table 5). PASP was the only independent predictor of ICU mortality (odds ratio [OR] 1.061, 95% confidence interval [CI] 1.003–1.124, p = 0.039) and also hospital (OR 1.073, 95% CI 1.003–1.146, p = 0.039) mortality. Results of receiver operating characteristic (ROC) curve analysis of PASP as ICU and hospital mortality predictor are presented in Tables 6 and 7.
Development of VAP and mechanical ventilation were strong univariate predictors of ICU and hospital mortality, but did not retain statistical significance in multivariate models (Table 5).
Our study confirmed that PASP at admission is an independent predictor of ICU and also hospital mortality of elderly patients with severe COVID-19 pneumonia.
Right heart failure (“acute cor pulmonale”) is a long-recognized complication of acute respiratory distress syndrome (ARDS) in relation to severity of the disease and ventilatory strategies associated with hyper-inflated lungs and permissive hypercapnia [16, 17]. Right heart is also vulnerable in the setting of COVID-19 pneumonia . In our study we have analyzed robust and easily obtainable echocardiographic parameters which we measured in all patients at admission to our ICU. We always estimated relative dimension of RV compared to left ventricle (LV) (i.e., smaller, same size, larger); we measured PASP, TAPSE and VCI respiratory dynamics. That is why we have not used more sophisticated parameters of RV function such as RV longitudinal strain obtained by speckle-tracking echocardiography.
In previous study of younger patients (age 62 ± 13 years) RV dysfunction was found in 25.5% of unselected patients, 28.9% patients requiring high-flow oxygen and 41.7% patients requiring mechanical ventilation . Incidence of LV and RV dysfunction was higher in non-survivors than survivors. In multivariate Cox analysis, high-sensitivity troponin (hs-TNI) elevation, mechanical ventilation and RV dysfunction were independent predictors of higher mortality.
In small cohort of critically ill (age 64.5 ± 10 years) elevated PASP and decreased TAPSE were associated with disease severity and composite endpoints, as well as in-hospital mortality (50%). Equivalent level of mortality was also observed in the present study .
In 510 non-ICU patients (age 64 ± 14 years, 66% male) RV dilation and dysfunction were present in 35% and 15%, respectively . Pulmonary artery pressure was higher in patients who had RV dilatation. There was no difference in TAPSE between patients with or without RV dysfunction or RV dilatation, however TAPSE values were low (1.9 ± 0.5 cm). We have also found no difference in TAPSE between survivors and non-survivors, which was low in both our groups (Table 4).
In recent systematic review and meta-analysis TAPSE was related to mortality in unselected COVID-19 patients . Every 1 mm decrease in TAPSE was associated with an increase in mortality of approximately 20%.
In study analyzing predictive role of combined cardiac and lung ultrasound in 200 COVID-19 non-ICU patients (age 64.2 ± 19.2 years) hemodynamic right-side assessment included measurement of pulmonic flow acceleration time velocity to assess pulmonary vascular resistance, surrogate of pulmonary artery hypertension, and estimated right atrial pressure using the inferior vena cava . Estimation of systolic pulmonary pressure on the basis of tricuspid regurgitation pressure gradient was possible in only 18%, compared to 100% in our older critically ill. In this study the only echocardiographic parameters associated with adverse outcome in non-adjusted analyses were LVEF, stroke volume index, pulmonic flow acceleration time, and TAPSE. The cutoff values for TAPSE and LVEF were within the lower normal range and thus unlikely to be discriminatory in other populations . However, because of the heightened adrenergic tone in patients with respiratory failure, a ‘‘lower normal range’’ TAPSE or LVEF may reflect early cardiac deterioration. As mentioned previously, in our study, TAPSE, which was low in both groups, was not discriminatory.
More advanced echocardiography based on speckle-tracking (e.g., global LV strain, RV longitudinal strain), which can detect subtle function changes , were also studied in COVID-19 patients. In 120 non-ICU patients (age 61 ± 14 years) LV and RV strain was abnormal in 40% of patients . Poorer clinical grade and clinical deterioration were mostly associated with worsening RV segmental strain, in a pattern suggestive of acute cor pulmonale. LV and RV strains were strong predictors of mortality and need for intubation in patients with SARS-CoV-2 infection.
Pulmonary artery hypertension in the present study was mild to moderate as based on echocardiographic estimates of PASP. A mean PASP of 40 mmHg in the non-survivors would indeed be at the upper limit of normal range, taken into account age, sex, and body weight . On the other hand, TAPSE was decreased but still above the lower limit of normal (18 mm) in non-survivors.
In a recently published study (age of survivors (n = 69) 62 ± 13 years vs age of non-survivors (n = 25) 68 ± 12 years), authors hypothesized that myocardial injury and inflammatory changes in COVID-19 could be additional causes of ARDS-related acute right heart failure . They therefore assessed the coupling of RV function to the pulmonary circulation in COVID-19 ARDS patients. For this purpose, they used bedside transthoracic echocardiography with focus on TAPSE/PASP ratio, previously shown to be a valid surrogate of the gold standard ratio of end-systolic to arterial elastance (Ees/Ea) for the assessment of RV-arterial coupling  and an independent predictor of outcome in heart failure and pulmonary arterial hypertension .
TAPSE/PASP is easier to assess and can therefore be part of standard bedside echocardiographic assessments as it does not require off-line analysis of images, specific software and may be a more sensitive assessment of RV-pulmonary artery coupling. High prevalence of RV dilatation and dysfunction in the range of 40–50% recently reported in patients with COVID-19 underscore the exquisite sensitivity of the RV to this newly appeared viral infection [29, 30]. In their study TAPSE/ PASP emerged with equally potent prognostic capability for mortality (HR 0.026, 95% CI 0.01–0.58, p = 0.019), suggesting a major component of acute cor-pulmonale in COVID-19 ARDS pathophysiology. ROC-determined cut-off TAPSE/PASP value of 0.635 mm/mmHg. In our study survivors and non-survivors had low TAPSE/PASP values compared to upper mentioned cut-off. In our study there was no difference in TAPSE/PASP ratio between groups, this could be related to age and severity of the disease.
Previous study not focused on elderly confirmed that markers of RV (TAPSE < 18.5 mm) and LV (LVEF < 64%) dysfunction assessed by bedside echo and older age (age ≥ 63 years) were independent predictors of mortality in hospitalized moderate to severely ill COVID-19 patients . In this study other variables of RV function, such as fractional area change, were higher, and also RV basal dimension was shorter in survivors. Surprisingly, authors have not detected any difference in PASP between survivors and non-survivors.
As in COVID-19 ARDS patients, the relationship of PASP and TAPSE was investigated on cohorts of all-cause ARDS patients. Investigators of European Collaborative ARDS Study  determined elevated PASP on admission (and at 48 h) as independent predictor of mortality as consistent with our COVID-19 cohort. Lower TAPSE values were strongly predictive of higher mortality in cohort of 38 patients , in contrast to our study in which we did not find relationship between TAPSE and mortality.
The pathophysiology of RV is complex and multifactorial. Direct viral damage, aggravation of systemic inflammatory response and hypoxemia may all contribute to cardiac injury . Furthermore, RV function can be worsened by increased afterload, which is likely to be caused by ARDS, hypoxic pulmonary vasoconstriction, micro-thrombi within the pulmonary vasculature and microvascular injury. More research is needed to elucidate the inflammatory pathways and myocardial pathology responsible for RV dysfunction in patients with COVID-19, and determine whether survivors with pathological RV remodeling remain at risk of adverse outcomes .
The most potent predictor of outcome in ARDS is the PaO2/FiO2 ratio, which as such is part of the definition of the syndrome . The PaO2/FiO2 ratio was severely low in our cohort. Most patients in our study have pronounced changes detected on LUS, almost half of included patients and almost 60% of non-survivors had diffuse B-pattern. B-pattern was univariate predictor of ICU and hospital mortality; however, it lost its predictive power in model with PASP, VAP development and mechanical ventilation. Use of LUS as a diagnostic tool in critically ill patients for establishing the degree of parenchymal involvement, to assess treatment response, and during follow-up is a common practice that has become a high-quality patient bedside standard of care .
Mortality of our cohort was in range of one other study with the same age range of included patients . Ventilator associated pneumonia in our patients was a complication, which was associated with increased ICU mortality. Incidence of VAP in our older cohort was higher compered to previously published data (age 64 years, IQR 57–71 years), 35% vs. 29%, respectively; however, the fatality rates were identical . In previous study septic shock at VAP onset (OR 3.30, 95% CI 1.43–7.61, p = 0.005) and acute respiratory distress syndrome at VAP onset (OR 13.21, 95% CI 3.05–57.26, p < 0.001) were strongly associated with mortality .
Recent documents published by the European Association of Cardiovascular Imaging and the American Society of Echocardiography have recommended a FoCUS approach in patients with COVID-19 [38, 39]. As these guidelines were based on expert opinion rather than outcome data, we aimed to assess whether an even more limited approach is sufficient. We found that an optimal model including only one echocardiographic parameter, PASP, provides information that is potentially valuable for clinical management of elder critically ill with severe COVID-19 pneumonia without previously known pulmonary artery hypertension and with preserved LV function. Further prospective study using easy obtainable parameters confirming our data would be appreciated.
Our study has at least four weaknesses. The first major limitation is, that this is a retrospective cohort study. Therefore, we have only been able to collect and re-evaluate everyday ICU clinical practice echocardiography and LUS data. On the other hand, we perceive this also as an advantage, especially because both ultrasound examinations are part of local standard at admission protocol in our ICU for all patients, COVID and non-COVID. Second major limitation is that lung ultrasound was performed only on anterior and lateral regions, omitting posterior lung segments. We acknowledge that this approach could decrease predictive power of LUS examination and are aware that it would be even more useful to also inspect posterior lung areas. We omitted that in light of practical difficulty. Most our patients were unable to actively participate when examined. For posterior examination sitting position is required which would necessitate additional personnel, which was in especially short supply during COVID-19 pandemic. Time and personnel limitations were, unfortunately, main limiting factors that we did not revise our approach to perform more advanced lung ultrasound examination at admission, e.g., 12-zone lung ultrasound protocol . We still perceive our approach as a positive, especially in light of the fact that our approach resembles similarities to the one of Levy Adatto et al.  who compared rapid 8-zone lung ultrasound protocol to a full 12-zone protocol for outcome prediction in hospitalized COVID-19 patients in which they also omitted posterior lung areas examination and found good correlation between the two. Thirdly, we acknowledge that more sophisticated and time-consuming echocardiographic methods (e.g., speckle-tracking) would confirm additional and subtler RV dysfunctions; however, in critically ill, heart dysfunctions are usually more prominent and that is why they can also be easily detected with robust methods. Fourth major limitation is relatively low number of included patients. Number of included patients has not allowed us to construct and test more complex regression models.
Current retrospective cohort study, which included elderly critically ill patients with severe COVID-19 pneumonia without previous history of heart failure or elevated PASP, confirmed that PASP at admission predicts the ICU and the hospital mortality.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Acute respiratory distress syndrome
Area under the curve
Body mass index
Brain natriuretic peptide
Diffuse B-line pattern
Chronic obstructive pulmonary disease
Coronavirus disease 2019
Catheter-related bloodstream infection
Central venous pressure
Diastolic arterial pressure
- FiO2 :
Fraction of inspired oxygen
Focused cardiac ultrasound study
High-flow nasal cannula
High sensitivity troponin I
Intensive care unit
Invasive mechanical ventilation
Length of stay
Left ventricular outflow tract
Non-invasive mechanical ventilation
Pulmonary artery systolic pressure
- PaCO2 :
Partial arterial carbon dioxide pressure
Positive end-expiratory pressure
- PaO2 :
Partial arterial oxygen pressure
Receiver operating characteristic
Recombinant tissue plasminogen activator
Real-time polymerase chain reaction
Systolic arterial pressure
Severe acute respiratory syndrome coronavirus 2
- StHbO2 :
Tricuspid annular plane systolic excursion
Velocity time integral
Vena cava inferior
White blood cell
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The authors would like to acknowledge the importance of nurses, physiotherapy team and all supportive teams for treatment of our patients. Our thanks to all members of Celje COVID-study group: Parežnik R., Hudournik B., Mežnar M., Valović J., Gulan M., Žgavc B., Gabršček Parežnik L., Triller K., Kolenc A., Kotnik G., Majcen M., Kolenc Dolinar M., Kosi M., Skočir A., Ban B., Štern S., Kalušević D., Mazi P., Berlec M., Jagodič Korošec H., Lalić D., Kus A., Parežnik Slatinek A., Lazić J, Globočnik Šali M., Brecl E., Tumpaj T., Sajovic E., Vajdl T, Tacar P, Markoska M.
This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.
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The study was approved by Republic of Slovenia National Medical Ethics Committee (No. 0120–168/2021/7, 22 July 2021) and from the Institutional Review Board of General Hospital Celje (No. 17/KS/2021–1, 5 March 2021). As it was a retrospective analysis, consent to participate does not apply.
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Kurnik, M., Božič, H., Vindišar, A. et al. Pulmonary hypertension at admission predicts ICU mortality in elderly critically ill with severe COVID-19 pneumonia: retrospective cohort study. Cardiovasc Ultrasound 21, 1 (2023). https://doi.org/10.1186/s12947-023-00300-0
- Lung ultrasound
- Pulmonary artery systolic pressure
- Pulmonary hypertension