key: cord-0919392-82ivpzgx
authors: Rasch, Sebastian; Schmidle, Paul; Sancak, Sengül; Herner, Alexander; Huberle, Christina; Schulz, Dominik; Mayr, Ulrich; Schneider, Jochen; Spinner, Christoph D.; Geisler, Fabian; Schmid, Roland M.; Lahmer, Tobias; Huber, Wolfgang
title: Increased extravascular lung water index (EVLWI) reflects rapid non-cardiogenic oedema and mortality in COVID-19 associated ARDS
date: 2021-06-01
journal: Sci Rep
DOI: 10.1038/s41598-021-91043-3
sha: c9ef85ac9ae288efee6d7ce548e9ff64296c98b9
doc_id: 919392
cord_uid: 82ivpzgx

Nearly 5% of patients suffering from COVID-19 develop acute respiratory distress syndrome (ARDS). Extravascular lung water index (EVLWI) is a marker of pulmonary oedema which is associated with mortality in ARDS. In this study, we evaluate whether EVLWI is higher in patients with COVID-19 associated ARDS as compared to COVID-19 negative, ventilated patients with ARDS and whether EVLWI has the potential to monitor disease progression. EVLWI and cardiac function were monitored by transpulmonary thermodilution in 25 patients with COVID-19 ARDS subsequent to intubation and compared to a control group of 49 non-COVID-19 ARDS patients. At intubation, EVLWI was noticeably elevated and significantly higher in COVID-19 patients than in the control group (17 (11–38) vs. 11 (6–26) mL/kg; p < 0.001). High pulmonary vascular permeability index values (2.9 (1.0–5.2) versus 1.9 (1.0–5.2); p = 0.003) suggested a non-cardiogenic pulmonary oedema. By contrast, the cardiac parameters SVI, GEF and GEDVI were comparable in both cohorts. High EVLWI values were associated with viral persistence, prolonged intensive care treatment and in-hospital mortality (23.2 ± 6.7% vs. 30.3 ± 6.0%, p = 0.025). Also, EVLWI showed a significant between-subjects (r = − 0.60; p = 0.001) and within-subjects correlation (r = − 0.27; p = 0.028) to Horowitz index. Compared to non COVID-19 ARDS, COVID-19 results in markedly elevated EVLWI-values in patients with ARDS. High EVLWI reflects a non-cardiogenic pulmonary oedema in COVID-19 ARDS and could serve as parameter to monitor ARDS progression on ICU.

www.nature.com/scientificreports/ Single indicator transpulmonary thermodilution (TPTD) is a commercially available technology of advanced hemodynamic monitoring. TPTD provides bedside measurement of extravascular lung water index (EVLWI) which is a marker of pulmonary oedema. Additionally, crucial hemodynamic parameters such as stroke volume index (SVI), global ejection fraction (GEF) and the preload marker global end-diastolic volume index (GEDVI) are derived from TPTD [9] [10] [11] .

Several studies demonstrated significant and independent association of EVLWI and its changes over time with mortality in ARDS [12] [13] [14] [15] [16] [17] . A recent study found EVLWI among the best markers to improve early prediction of 28-days-mortality in patients with non-COVID-19 ARDS compared to traditional scores of ARDS severity 18 . Furthermore, TPTD-monitoring of critically ill patients with non-COVID-19 ARDS was independently associated with a lower mortality in this study.

To date, data on hemodynamic key parameters generated by bedside TPTD, especially on EVLWI, are lacking in COVID-19-patients.

Primary objective of this study is to investigate EVLWI in the context of other key hemodynamic and pulmonary parameters derived from TPTD in mechanically ventilated patients with COVID-19 ARDS compared to a recent cohort with non-COVID-19 ARDS. In addition, we evaluate the potential of EVLWI to predict outcome and monitor ARDS progression in patients with severe COVID-19.

The study protocol was approved by the Institutional Review Board (Ethics committee of Technical University of Munich; Approval No. 178/20S) as part of the register study CORRECT: COVID Registry REChts der Isar intensive care Trial. The study was registered at the Clinical Trial Registry (ISRCTN10077335) and all methods were performed in accordance with the relevant guidelines and regulations. Additional data of the study and control group is reported in supplementary table 1.

All patients or their legal representatives gave written informed consent. The study was conducted in a COVID-19-ICU with 14 beds at the tertiary referral hospital Klinikum rechts der Isar in March and April 2020.

Inclusion and exclusion criteria. All patients were diagnosed with COVID-19 (confirmed by PCR), intubated, mechanically ventilated, and suffered from ARDS, according to the Berlin definition 19 . Patients were excluded if TPTD was contra-indicated (lower extremity peripheral artery disease grade II or above according to the Forestier classification) or not feasible within the first 12 h after intubation. Patients receiving other vasopressors than norepinephrine were also excluded. Since extracorporeal membrane oxygenation (ECMO) might lead to incorrect measurement of EVLWI and GEDVI, TPTD measurements during ECMO therapy were not included 20 .

According to the local standard, TPTD was performed at least once within 24 h as described previously 11, 21 .

In brief a, 5F thermistor-tipped arterial line (PV2025L20, Pulsiocath, Pulsion Medical Systems, SE Feldkirchen Germany) was inserted into the femoral artery. The thermistor line and the pressure line of the arterial catheter as well as a second thermistor on the central venous catheter (CVC) for measurement of the injectate temperature were connected to a hemodynamic monitor (PiCCO-2 or PulsioFlex, both Pulsion Medical Systems, SE Feldkirchen Germany). The TPTD curve was registered and analyzed after injection of 15 mL icecold 0.9% saline solution via CVC. Each TPTD value represents the mean of three consecutive thermodilution measurements within 5 min.

EVLWI was indexed to predicted bodyweight as suggested by the manufacturer 22 .

To derive EVLWI, GEDVI, SVI, GEF and all other parameters provided by the PiCCO, we used the most recent software V3.1, which corrects GEDVI for femoral CVC indicator injection 23 . High pulmonary vascular permeability index (PVPI) values (≥ 3) are associated with inflammation and pulmonary origin, whereas low values indicate cardiogenic or mixed pulmonary oedema. PVPI is calculated as a ratio from unindexed extravascular lung water EVLW divided by pulmonary blood volume (PBV). PBV is assumed to be about 25% of unindexed GEDV (PVPI = EVLW/(0.25*GEDV)) 24 . Since the correction for femoral CVC placement does not pertain to PVPI, PVPI derived from femoral indicator injection (PVPI_fem) was corrected in both cohorts as suggested recently 24 .

Correction is based on two formulas: Statistics. Statistical analysis was performed using IBM SPSS Statistics 25 (SPSS Inc, Chicago, Illinois, USA).

Samples were checked for normal distribution using the Shapiro-Wilk test. Descriptive data of normally distributed parameters are presented as mean ± standard deviation and as median and range for non-parametric parameters. The Mann-Whitney-U and Kruskal-Wallis tests were used to analyze non-parametric variables and the t-test as well as a one-way analysis of variances (ANOVA) to analyze variables with normal distribution.

To compare qualitative parameters, chi-square test and in small samples (expected frequency of test variable less than 5) Fisher's exact test was used. All statistical tests were two-sided, p-values of < 0.05 were considered significant. Multivariate linear regression models were used to identify parameters that are independently associated with higher EVLWI and PVPI values. Factors with a significant p-value below 0.05 in univariate analysis were included in the regression models. Each variables impact in the regression model is reported by the coefficient beta. To control the false discovery rate after multiple testing, we adjusted the level of significance by the Benjamini-Hochberg procedure. Spearman's p was used for nonparametric rank correlation. To assess whether ELVWI can be used to monitor respiratory function and ARDS progression over time we calculated betweensubject and within-subject correlations to Horowitz index as proposed by Bland et al. 25, 26 .

In total, 74 patients with ARDS were included in the study (25 with COVID-19 and 49 without). Patient characteristics are shown in Table 1 .

Biometric data and scores. Patients with COVID-19 were more frequently male compared to non-COVID-19 patients (20/25 (80%) vs. 26/49 (53%); p = 0.041; Table 1 ). SOFA and APACHE-II-score were higher in the non-COVID-19 group.

Respiratory data. Summarizing several of the respiratory parameters (reported in Table 2 ), the oxygenation index (OI = Paw_mean * FiO 2 /pO 2 ) was 66% higher in the COVID-19 cohort (14.1 ± 9.9 vs. 8.5 ± 4.4; p = 0.005).

Parameters derived from TPTD and pulse contour analysis (PCA). TPTD data are reported in Table 3 . (Table 3 ; Fig. 1 boxplots) . PVPI was significantly higher in patients with COVID-19 compared to the non-COVID-19 cohort on day-1 ( Table 2 and Fig. 1) . www.nature.com/scientificreports/ www.nature.com/scientificreports/ In univariate analysis, the initial EVLWI was associated with COVID-19 (r = 0.503; p < 0.001) and there was a weak correlation with low body mass index (BMI) (r = − 0.264; p = 0.035), but not with gender, height, age, heart rate, MAP, SVRI, CVP, GEDVI, dPmax, SVI, CI, CPI or norepinephrine dosage.

Multivariable regression analysis (r = 0.508; R 2 = 0.258) regarding EVLWI including COVID-19 status and BMI demonstrated that both COVID-19 (p < 0.001, Beta = − 0.494) and BMI (p = 0.03, Beta = − 0.228) were independently associated with higher EVLWI values.

PVPI was univariately associated with COVID-19, low BMI (r = − 0.338; p = 0.003) and low SVI (r = − 0.230; p = 0.048), but not with gender, height, age, heart rate, MAP, SVRI, CVP, dPmax, SVI, GEF, CPI or norepinephrine dosage.

In multivariable analysis (r = 0.519; R 2 = 0.269), PVPI was independently associated with COVID-19 (p = 0.001; Beta = − 0.363) and low BMI (p = 0.001, Beta = − 0.355), but not with SVI. GEDVI and EVLWI were not included in the multivariable analysis regarding PVPI, since PVPI is derived from the ratio of unindexed EVLW divided by 0.25*GEDV.

At intubation EVLWI correlated with OI (r = 0.58, p = 0.004). There was no significant correlation to the neutrophil/lymphozyte ratio. A significant EVLWI decrease during the first days of mechanical ventilation was associated with ICU treatment of less than 14 days and inversely associated with mortality (EVLWI at day 10 after intubation: 19.2 ± 7.5 vs. 10.0 ± 1.4, p = 0.002, Fig. 2 ; mortality: deltaEVLWI 7 (0-22) versus 3 (0-12), p = 0.021). There is a significant between-and within-subjects correlation of EVLWI and Horowitz index (r = − 0.60, p = 0.001 and r = − 0.27, p = 0.028).

Persistence of SARS-CoV-2 in respiratory samples of COVID-19 patients during the ICU stay was associated with mortality (17/17 vs. 5/9, p = 0.008). The highest EVLWI is associated with SARS-CoV-2 clearance (29.7 ± 2.5 vs. 24.6 ± 7.4, p = 0.046) and mortality (23.2 ± 6.7 vs. 30.3 ± 6.0, p = 0.025). The highest EVLWI was measured 5.2 ± 4.4 days after intubation in patients with COVID-19 ARDS. 

(GEF) (20.9 ± 6.0 vs. 23.8 ± 7.3%; p = 0.098), stroke volume index (SVI) and dPmax were comparable for patients with and without COVID-19 on day-1 ( Table 2 and supplementary table 1 ).

This study demonstrates that EVLWI values are higher in patients with COVID-19 ARDS than in comparable patients with non-COVID-19 ARDS while there is no difference in TPTD parameters for cardiac function. In addition, a high EVLWI at intubation is associated with a prolonged need or intensive care treatment and increased mortality. During treatment changes in EVLWI correlate with severity of COVID-19 associated ARDS.

Severity of SARS-CoV-2 infections ranges from asymptomatic to severe ARDS. Similarly, some patients with COVID-19 associated ARDS recover within several days while others require mechanical ventilation for weeks or fail to recover at all. The reasons for this discrepancy are unclear and it is difficult to predict an individual patient's prognosis. According to published data, a high EVLWI is associated with mortality in patients with ARDS 13-15 . We found a median EVLWI of 17 ml/kg, which is higher compared to both our previous non-COVID-19 ARDS www.nature.com/scientificreports/ cohort and previous studies performed in patients with non-COVID-19 ARDS 12,14-17 . The absolute, non-indexed EVLW for a 70 kg healthy patient would be around 500 mL. In non-COVID-19 ARDS patients, it is 900 mL with the best cut-off to predict increased mortality at 1000 mL 27 . In COVID-19 patients, EVLW reaches up to 2600 mL. Hence, there is no defined EVLWI cut-off for the prediction of mortality as absolute EVLWI values are not comparable between patients with COVID-19 ARDS and non-COVID-19 ARDS. While mortality is similar in both groups, EVLWI values differ significantly. In conclusion, within patients with COVID-19 high EVLWI values can predict mortality. In addition, the course of EVLWI values can help to monitor respiratory function of COVID-19 patients. Decreasing EVLWI values were associated with improved respiration and consequently less treatment days on ICU. Between-subjects correlation reveals a moderate to good correlation of EVLWI with Horowitz Index. Although weaker, within-subject correlation is also significant. Given these facts and considering its association with mortality, we think EVLWI is a good parameter to monitor ARDS progression in patients with COVID-19. Taking into account the within-subject correlation, EVLWI values have to be interpreted in the context of other clinical parameters, though. The morphologic correlate of pronounced pulmonary inflammation appears as diffuse interstitial oedema on computed tomography (CT) that can affect large parts of the pulmonary tissue 28 . At intubation the comparatively high EVLWI values in COVID-19 patients correlate with a high OI as marker of lung injury 29 . Potentially, the degree of alveolar damage is the lung pathologic determinant of survival. But similar to non-COVID-19 ARDS this cannot be easily measured 30 . In patients that did not survive, a recent autopsy study reported pronounced endothelial damage and widespread capillary microthrombi in COVID-19 ARDS 31 . Similar to sepsis, a massive inflammatory response might explain this microangiopathy. In combination with intravascular coagulation and capillary leakage, this results in extensive pulmonary oedema. Lungs of COVID-19 patients with ARDS have a lower weight at autopsy compared to influenza associated ARDS, which seems contradictive to the increased EVLWI values. However, these two findings might be explained by the different time point when measurements were performed. EVLWI values were derived from the first days after intubation whereas autopsy is carried out later after termination of treatment.

In multivariable regression analysis EVLWI was negatively associated with BMI, whereas Giacomelli et al. suggest body weight to be associated with a bad outcome in COVID-19 32 . However, the negative correlation between EVLWI and BMI was very weak. There is data supporting an indexation to height rather than body weight as height increases EVLWI values and an EVLW indexed to height predicts FiO 2 /pO 2 more accurately than an EVLW indexed to ideal body weight 14, 22 . Increasing height results in lower BMI values which might cause the negative association of BMI and EVLWI.

In addition to the absolute increase in EVLWI, our study gives several hints that the COVID-19 related pulmonary oedema is mainly non-cardiogenic. The PiCCO-device combines TPTD with pulse contour analysis and provides a number of well-validated parameters of cardiac function. To facilitate decision support, a number of ratios is calculated, including PVPI and GEF (GEF = 4*stroke volume divided by GEDV).

PVPI relates EVLWI to preload (PVP = EVLW/(0.25*GEDV)). High PVPI values (in particular > 3) indicate pulmonary origin of the oedema with a normal GEDV. By contrast, elevated EVLWI-values in the context of a PVPI < 2 suggests cardiac dilatation with an elevated GEDVI. A PVPI of 3.1 ± 1.3 in our COVID-19 cohort suggests a non-cardiogenic pulmonary oedema. This is further supported by GEF of 21 ± 6%, SVI of 38 ± 17 mL/m 2 and dPmax of 1133 ± 402 mmHg/s. These parameters were comparable between COVID-19-and non-COVID-19 patients in our study. Mean values of GEF, SVI and dPmax were slightly below the normal range. However, reference ranges are given for a population with a representative age distribution. A recent study demonstrated that cardiac function as measured by cardiac output (CO) substantially decreases with older age (independent decrease of CO of 66 mL/min per year) 33 . Therefore, GEF, SVI and dPmax might be considered within the age-adjusted normal range.

Repeated CT scans are an alternative diagnostic tool to monitor inflammation and ARDS progression. However, inter-observer agreement depends on experienced staff and transport of ventilated patient always inherits a risk for the patient 34 . As demonstrated in our study, TPTD is a bedside available method to directly measure EVLWI with limited invasiveness in the ICU-setting. It has been well validated compared to the more invasive double-indicator technique 27, 35, 36 . EVLWI has not only the potential to predict mortality, but also to monitor ARDS and the extent of pulmonary oedema during intensive care treatment.

Limitations of the study. As a single center study the results could be prone to a selection bias and confirmation of the reported findings in a larger multi-center cohort would be preferable.

Slight baseline differences of the biometric data from COVID-19 and non-COVID-19 cohorts can most likely be explained by older age and predominantly male gender in the COVID-19 cohort. Administration of intravenous fluids might influence TPTD parameters. However, as reflected in the different SOFA scores multi-organ failure was more frequent in the non-COVID-19 patients compared to a predominantly respiratory failure in the COVID-19 patients. So fluid administration would result in higher EVLWI values, especially in the non-COVID-19 cohort. Therefore, we do not think, that treatment with intravenous fluid has a relevant impact on our conclusions.

EVLWI values in COVID-19 patients with ARDS are significantly higher than in non-COVID-19 ARDS patients. High EVLWI values are associated with increased mortality in patients with COVID-19 ARDS. Elevated EVLWI reflects a non-cardiogenic pulmonary oedema in COVID-19 associated ARDS and might serve as a parameter to monitor ARDS progression in ventilated patients on ICU. www.nature.com/scientificreports/

All data relevant for the analysis and conclusions of this study are included in this published article (and its Supplementary Information files). Exceeding information is available from the corresponding author on reasonable request.

Received: 28 September 2020; Accepted: 19 May 2021

Clinical features of patients infected with 2019 novel coronavirus in Wuhan

Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: A retrospective cohort study

Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China

COVID-19: What has been learned and to be learned about the novel coronavirus disease

Clinical characteristics of refractory COVID-19 pneumonia in Wuhan, China

The response of Milan's emergency medical system to the COVID-19 outbreak in Italy

Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus-infected pneumonia in Wuhan

Coronavirus infections and immune responses

Estimation of left ventricular systolic function by single transpulmonary thermodilution

Evaluation of cardiac function index as measured by transpulmonary thermodilution as an indicator of left ventricular ejection fraction in cardiogenic shock

Volume assessment in patients with necrotizing pancreatitis: a comparison of intrathoracic blood volume index, central venous pressure, and hematocrit, and their correlation to cardiac index and extravascular lung water index

Comparison of thermodilution measured extravascular lung water with chest radiographic assessment of pulmonary oedema in patients with acute lung injury

Extravascular lung water indexed to predicted body weight is a novel predictor of intensive care unit mortality in patients with acute lung injury

Association between different indexations of extravascular lung water (EVLW) and PaO2/FiO2: A two-center study in 231 patients

Extravascular lung water is an independent prognostic factor in patients with acute respiratory distress syndrome

Early-phase changes of extravascular lung water index as a prognostic indicator in acute respiratory distress syndrome patients

Prognostic value of extravascular lung water assessed with lung ultrasound score by chest sonography in patients with acute respiratory distress syndrome

Prediction of outcome in patients with ARDS: A prospective cohort study comparing ARDS-definitions and other ARDS-associated parameters, ratios and scores at intubation and over time

Acute respiratory distress syndrome: The Berlin definition

Transpulmonary thermodilution before and during veno-venous extra-corporeal membrane oxygenation ECMO: An observational study on a potential loss of indicator into the extra-corporeal circuit

Common pitfalls and tips and tricks to get the most out of your transpulmonary thermodilution device: Results of a survey and state-of-the-art review

Extravascular lung water and its association with weight, height, age, and gender: a study in intensive care unit patients

Transpulmonary thermodilution using femoral indicator injection: A prospective trial in patients with a femoral and a jugular central venous catheter

Comparison of pulmonary vascular permeability index PVPI and global ejection fraction GEF derived from jugular and femoral indicator injection using the PiCCO-2 device: A prospective observational study

Calculating correlation coefficients with repeated observations: Part 2-Correlation between subjects

Calculating correlation coefficients with repeated observations: Part 1-Correlation within subjects

Assessment of cardiac preload and extravascular lung water by single transpulmonary thermodilution

CT image visual quantitative evaluation and clinical classification of coronavirus disease (COVID-19)

Comparison of two fluid-management strategies in acute lung injury

Acute respiratory distress syndrome

Pulmonary vascular endothelialitis, thrombosis, and angiogenesis in Covid-19

30-day mortality in patients hospitalized with COVID-19 during the first wave of the Italian epidemic: A prospective cohort study

Indexation of cardiac output to biometric parameters in critically ill patients: A systematic analysis of a transpulmonary thermodilution-derived database

Intraobserver and interobserver agreement of volume perfusion CT (VPCT) measurements in patients with lung lesions

Accuracy of transpulmonary thermodilution versus gravimetric measurement of extravascular lung water

Validation of extravascular lung water measurement by single transpulmonary thermodilution: human autopsy study

S.R., P.S., J.S., C.D.S., F.G., R.M.S., T.L. and W.H. contributed to the design of the study. S.R., S.S., A.H., C.H., D.S., U.M. and T.L. were responsible for data collection. S.R., P.S., T.L. and W.H. analysed the data. S.R. and W.H. drafted the manuscript, all authors contributed to editing and approved its final version.

Open Access funding enabled and organized by Projekt DEAL.

Tobias Lahmer received travel grants from Gilead, Pfizer and MSD. Sebastian Rasch received travel grants from Gilead. Christoph Spinner collaborates with AbbVie, Gilead, Janssen-Cilag, MSD and ViiV Healthcare/GSK as member of the advisory board and received travel and study grants. Wolfgang Huber collaborated with Pulsion Medical Systems SE, Feldkirchen, Germany as member of the Medical Advisory Board. All other authors declare no conflict of interest.

The online version contains supplementary material available at https:// doi. org/ 10. 1038/ s41598-021-91043-3.Correspondence and requests for materials should be addressed to S.R.

Publisher's note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http:// creat iveco mmons. org/ licen ses/ by/4. 0/.