Joshua Dill1, Billie Bixby1, Huthayfa Ateeli1, Benjamin Sarsah2, Khushboo Goel3, Ryan Buckley3, Ilya Finkelshteyn3, Bijin Thajudeen2, Pradeep V Kadambi4, Christian Bime1. 1. Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, The University of Arizona, Tucson, AZ, USA. 2. Division of Nephrology, Department of Medicine, The University of Arizona, Tucson, AZ, USA, bijint@deptofmed.arizona.edu. 3. General Internal Medicine, Department of Medicine, The University of Arizona, Tucson, AZ, USA. 4. Department of Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA.
Abstract
BACKGROUND: Patients with acute respiratory distress syndrome (ARDS) who develop acute kidney injury have increased mortality and frequently require renal replacement therapy (RRT). The optimal timing for initiation of RRT after onset of ARDS to improve survival is not known. METHODS: We retrospectively reviewed clinical data on patients admitted to our health system over a 2-year period. Individual charts were carefully reviewed to ascertain that patients met the Berlin criteria for ARDS and to categorize RRT utilization. The Kaplan-Meier analysis was conducted to compare early (£48 hours postintubation) versus late (>48 hours postintubation) initiation of RRT. Associations between RRT initiation and mortality were evaluated using Cox proportional hazards regression. RESULTS: A total of 75 patients were identified with ARDS, 95% of whom received RRT. Mortality of patients who required RRT was 56%. The main indications for RRT initiation were fluid overload (75%), metabolic acidosis (64%), and hyperkalemia (33%). The Kaplan-Meier analysis comparing early initiation of RRT to late initiation of RRT showed no survival benefit. Cox proportional hazard models testing the association between timing of RRT initiation with survival and adjusting for sex, race, ethnicity, and Acute Physiology and Chronic Health Evaluation II score did not reach statistical significance (HR=0.94, 95% CI=0.48-1.86). CONCLUSION: Timing of RRT initiation was not associated with a survival benefit. Prospective study in the utilization and outcomes of RRT in ARDS could assist in optimizing its usage in this population.
BACKGROUND: Patients with acute respiratory distress syndrome (ARDS) who develop acute kidney injury have increased mortality and frequently require renal replacement therapy (RRT). The optimal timing for initiation of RRT after onset of ARDS to improve survival is not known. METHODS: We retrospectively reviewed clinical data on patients admitted to our health system over a 2-year period. Individual charts were carefully reviewed to ascertain that patients met the Berlin criteria for ARDS and to categorize RRT utilization. The Kaplan-Meier analysis was conducted to compare early (£48 hours postintubation) versus late (>48 hours postintubation) initiation of RRT. Associations between RRT initiation and mortality were evaluated using Cox proportional hazards regression. RESULTS: A total of 75 patients were identified with ARDS, 95% of whom received RRT. Mortality of patients who required RRT was 56%. The main indications for RRT initiation were fluid overload (75%), metabolic acidosis (64%), and hyperkalemia (33%). The Kaplan-Meier analysis comparing early initiation of RRT to late initiation of RRT showed no survival benefit. Cox proportional hazard models testing the association between timing of RRT initiation with survival and adjusting for sex, race, ethnicity, and Acute Physiology and Chronic Health Evaluation II score did not reach statistical significance (HR=0.94, 95% CI=0.48-1.86). CONCLUSION: Timing of RRT initiation was not associated with a survival benefit. Prospective study in the utilization and outcomes of RRT in ARDS could assist in optimizing its usage in this population.
Acute respiratory distress syndrome (ARDS), a severe form of acute respiratory failure, is characterized by a disruption of the endothelial barrier of capillaries lining the alveoli with increased permeability, leading to an intense inflammatory insult, alveolar epithelial injury, and influx of a protein-rich edema fluid into the alveoli and causing defective gas exchange, decreased lung compliance and increased work of breathing.1,2 Up to 35% of patients with ARDS develop acute kidney injury (AKI) during the course of stay in the intensive care unit (ICU), with multiple studies over the past 20 years describing a concomitant relationship between acute respiratory failure, including ARDS, and increased mortality in patients who develop AKI.3,4 Extracorporeal renal replacement therapy (RRT) has been used as a supportive treatment in the setting of AKI and has traditionally focused on averting the life-threatening derangements associated with kidney failure, including metabolic acidosis, hyperkalemia, uremia, and/or fluid overload, while allowing time for organ recovery.5A critical decision in the management of patients with ARDS is when to initiate RRT. There are currently numerous clinical, biochemical, and physiological factors that are considered when deciding to initiate RRT. In routine clinical practice, several factors such as availability of personnel and equipment and placement of appropriate vascular access influence the timing of RRT initiation once patients develop ARDS. The ideal time to initiate RRT in ARDS patients who develop AKI has not been determined. The few studies examining this question have not agreed on what should constitute early versus late in terms of the event that decides early versus late initiation of RRT. Some studies have used admission to the ICU, whereas others have used onset of ARDS.1,6 A recent study prospectively evaluated patients with ARDS of various etiologies for the effect of early initiation of RRT (<12 hours after diagnosis of ARDS versus >48 hours) on mortality.1 Although it did not show a statistically significant decrease in mortality with early initiation of RRT, it did show an improvement in terms of oxygenation and decreased ventilator days. Our objective was to determine the ideal time to initiate RRT in patients with ARDS using time of intubation as the reference event. We hypothesized that early initiation of RRT in patients with ARDS (within 48 hours of intubation) would improve in-hospital mortality when compared with late initiation (>48 hours postintubation).
Methods
Subjects and study design
This was a retrospective chart review using a convenience sample of patients aged 18 years or older who were admitted to any ICU (medical, surgical, or trauma) at Banner – University Medical Center Tucson and Banner – University Medical Center South from November 1, 2013, to October 31, 2015, with a diagnosis of ARDS according to the Berlin criteria.7 The exclusion criteria are represented in Table 1. The institutional review board (IRB) of the University of Arizona approved this study. All the information collected were recorded in such a manner that subjects could not be identified, directly or through identifiers linked to the subjects. Additionally, the study used only existing data, documents, or records, and no information prior to November 1, 2013, was collected. Hence, a waiver of authorization for consent was granted by the IRB.
Table 1
Exclusion criteria
Patients with ARDS who required use of extracorporal membrane oxygenation during admission
Patients with a diagnosis of respiratory failure from CHF
Patients with acute exacerbation of COPD or asthma
Patients who required RRT prior to intubation
Patients with advanced CKD prior to admission (CKD stage 5, estimated glomerular filtration rate <15 mL/min/m2 based on the Modification of Diet in Renal Disease study equation)
Patients were identified from the electronic health record (EHR) utilizing our Biomedical Informatics Services database that has a collaborative relationship between the University of Health Sciences and Banner–University Medicine. International Classification of Diseases, ninth revision, clinical modification (ICD-9 CM) codes were used to identify specific patients based on our disease-specific algorithm (Figure 1). Patients who required mechanical ventilation (ICD-9 96.70, 96.71, 96.72) and had ARDS based on Berlin criteria were identified. Those who had a history of end-stage renal disease or stage 5 chronic kidney disease (ICD-9 585.5, 585.6) and/or acute exacerbation of asthma or chronic obstructive pulmonary disorder (491.21, 493.91, 493.92) were excluded. The same algorithm was used without ICD-9 585.5 and 585.6 to identify non-RRT patients. Three pulmonary and critical fellows then carefully reviewed individual charts based on prespecified criteria and definitions as mentioned earlier. Patients who met criteria for ARDS were then categorized into those who required RRT and those who did not. Chart review was done to obtain demographic information, past medical history, and other clinical characteristics, such as Acute Physiology and Chronic Health Evaluation II (APACHE) II data, partial pressure of oxygen in arterial blood, and percentage of inspired oxygen at the time of intubation. For each patient, the time of intubation was considered as zero when determining time to initiation of RRT. Patients who were started on RRT within 48 hours postintubation were regarded as early RRT and those who were started on RRT at >48 hours postintubation were regarded as late RRT. A nephrology attending and fellow reviewed all RRT patient charts, and indications were identified retrospectively based on objective data and clinician judgment as documented in the EHR. Acute kidney injury (AKI) was defined based on AKI network classification.
Figure 1
Flow diagram of algorithm used to select patients for chart review.
Note: Any ICU bed includes medical, surgical/trauma, cardiothoracic, or cardiac care.
Abbreviations: ICU, intensive care unit; BUMC, Banner University Medical Center; ESRD, end-stage renal disease; ICD, International Classification of Diseases; COPD, chronic obstructive pulmonary disorder; ARDS, acute respiratory distress syndrome; RRT, renal replacement therapy.
Statistical analysis
Chi-square test was used to compare categorical variables and analysis of variance for continuous data.8 The primary outcome was survival at hospital discharge. Survival curves were constructed using the Kaplan–Meier analysis. We compared patients based on early (≤48 hours) versus late (>48 hours) initiation of RRT. Tests of equality for survival distributions was done using logrank (Mantel–Cox), Breslow (generalized Wilcoxon), and Tarone–Ware tests.9 Cox proportional hazards models were used to estimate HRs and 95% CIs for the association between timing of RRT initiation and mortality in ARDS patients. Potential confounders examined from the medical chart included demographic information, presence of comorbidities, APACHE II score, creatinine, and RRT indication. The software used for analysis were IBM Statistics for Macintosh SPSS, Version 24.0 (IBM Corporation, Armonk, NY, USA) and Stata 14.0 (StataCorp LP, College Station, TX, USA).
Results
Patient demographics
A total of 75 patients were identified using our database algorithm and chart review (Figure 1). In all, 72 (96%) patients underwent RRT during their course of treatment in the ICU. In the RRT group, the patients were 46% female, 79% white, and 38% Latino with a median age of 57 years (interquartile range [IQR] 47–67 years) and a mortality rate of 56% (Table 2). Median values for patients who received RRT were PaO2/FiO2 at intubation of 116 (IQR 68.5–163.6) and APACHE II score at ICU admission of 26 (IQR 20–32). In all, 57 (79%) patients had two or more comorbidities (Figure 2). The most common diagnosis was hypertension, which was present in 50% of patients, with the second most common disease being liver disease (36%) (Table 2).
Table 2
Characteristics of ARDS patient who received ARDS compared with those who did not
Characteristics
ARDS with RRT (n=72)
ARDS without RRT (n=3)
Median values with IQR
Age (years)
57 (47–67)
59 (43–75)
Height (cm)
170 (164–176)
172 (165–179)
Weight (kg)
79 (67–92)
82 (66–98)
PaO2 (mmHg)a
87 (59–115)
90.5 (78.5–102.5)
FiO2a
1.0 (0.83–1.17)
0.7 (0.58–0.83)
PaO2/FiO2a
116 (68.5–163.5)
116.8 (105.5–128)
APACHE II score
26 (20–32)
17 (9.1–24.9)
Female sex, n (%)
33 (46)
1 (33)
Race, n (%)
African American
4 (6)
0
White
57 (79)
3 (100)
Native American
8 (11)
0
Asian American
0
0
Other
3 (4)
0
Latino ethnicity, n (%)
27 (38)
3 (100)
Comorbidities, n (%)
DM (type 1 or 2)
25 (35)
0
CHF (any type)
8 (11)
0
HIV
1(1)
0
Immunocompromised (immunocompromised status from medications)
10 (14)
1 (33)
CKD (stages 1–4 based on admission history)
15 (21)
1 (33)
COPD
6 (8)
2 (67)
Malignancy (active cancer of any kind)
9 (13)
0
CAD
13 (18)
1 (33)
HTN
36 (50)
1 (33)
Liver disease (any type of chronic liver disease)
26 (36)
1 (33)
Note:
Values represent time of intubation.
Abbreviations: ARDS, acute respiratory distress syndrome; RRT, renal replacement therapy; IQR, interquartile range; PaO2, partial pressure of oxygen in arterial blood; FiO2, percentage of inspired oxygen; PaO2/FiO2, ratio of partial pressure of oxygen in arterial blood to the percentage of inspired oxygen; APACHE II, Acute Physiology and Chronic Health Evaluation II; DM, diabetes mellitus; CHF, congestive heart failure; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disorder; CAD, coronary artery disease; HTN, hypertension.
Figure 2
Number of patients who had one or more medical comorbidities on admission.
Notes: x-axis represents number of comorbidities present. y-axis represents percentage of patients with each number of comorbidities.
Indications for RRT
The primary modes of RRT were continuous venovenous hemodiafiltration and continuous venovenous hemofiltration. Three different indications for RRT were identified in addition to AKI and oliguria: fluid overload, metabolic acidosis, and hyperkalemia. AKI based on AKI network classification was diagnosed in 97.3% (73/75) patients. In all, 40% of patients requiring RRT had one indication, 49% of patients had two indications, and 11% of patients had three indications for initiating RRT (Figure 3).
Figure 3
Three indications for RRT.
Note: Patients may have had one or more indications for initiation of RRT.
Abbreviation: RRT, renal replacement therapy.
Time to initiation of RRT distribution
The majority of patients (35%) were initiated on RRT within 2 days of intubation. Over the next 48 hours, another 24 (33%) patients were initiated on RRT, with the remaining 23 (32%) of patients being initiated on RRT between days 5 and 15 after intubation (Figure 4).
Figure 4
Time to initiation of RRT (time 0 at intubation).
Notes: x-axis represents days. y-axis represents number of patients in percentage.
Abbreviation: RRT, renal replacement therapy.
Survival analysis for timing of RRT initiation
The Kaplan–Meier analysis was conducted to compare early initiation of RRT (within 48 hours of intubation for ARDS) to late initiation of RRT (>48 hours post intubation for ARDS), but no survival benefit was identified (Figure 5). Cox proportional hazard models testing the association between timing of RRT initiation with survival and adjusting for sex, race, ethnicity, and APACHE II score did not reach statistical significance (HR=0.94, 95% CI=0.48–1.86).
Figure 5
Kaplan–Meier survival analysis for timing of RRT initiation comparing patients who had initiated RRT £2 days (48 hours) after intubation versus >2 days after intubation.
Abbreviation: RRT, renal replacement therapy.
Discussion
This retrospective observational study comparing early versus late initiation of RRT in critically ill patients with ARDS suggests that there is no difference in survival between these two groups. To the best of our knowledge, this is the first study to address the question of whether the time from intubation and mechanical ventilation to initiation of RRT would influence survival in the patients with ARDS. In contrast to previous studies, we intentionally decided to take time of intubation as the reference point for calculating the time to RRT initiation because of the inherent challenges in determining the actual timing of onset of ARDS. Although a patient might have been developing ARDS based on reviewing the chart for 12–24 hours prior to the intubation, the objective data (ie, recent chest X-ray, arterial blood gas, positive end-expiratory pressure) most often were not there to make a definitive assessment. Using time of intubation gave those needed data despite its other imperfections. Furthermore, we reasoned that the time of intubation represents the closest approximation of the worst patient deterioration during the course of ARDS. Our results do not confirm some of the previous findings suggesting that early RRT was associated with favorable outcomes in critically ill patients.1,10,11 One of the reasons for this discrepancy could be because the initiation of RRT in those studies occurred within a few hours of admission to the ICU. Interestingly, our survival analysis showed a trend toward a survival benefit for patients with RRT initiation after >48 hours but was not statistically significant.Early initiation of hemofiltration within 12 hours of ICU admission can help volume management and pulmonary edema better than if initiated after 48 hours.1 In addition to the benefits of maintaining fluid balance and correcting electrolyte abnormalities, initiation of RRT also allows for the administration of adequate nutrition, medications, and blood products, while avoiding further fluid accumulation. However, at the same time, early initiation of RRT also has its disadvantages. Early aggressive fluid removal may be associated with worsening of hemodynamic instability in the presence of capillary leak, an important cause of intravascular volume loss in patients with sepsis.2,12 This may in turn impact the oxygenation of tissues resulting from hypoperfusion of organs, and adequate organ perfusion is an important component of management of critically ill patients.2 There are clinical studies showing that early hemofiltration results in worse outcomes and prolongation of organ support.13,14 Another important issue with early initiation of RRT in critically ill patients is the removal of antibiotics. We are still unaware of the effect of RRT on these lifesaving drugs. There could be under dosing of antibiotics that in turn could result in lack of benefits to some of these patients.15In our study, the most common indication for initiation of RRT was fluid overload (75%). Similar trends have been noted in other RRT clinical trials. In a renal trial that was not specific for ARDS, 43% of the patients were started on RRT due to organ edema.16 This high percentage of fluid overload noted at the time of initiation of RRT may be due to the liberal fluid strategy we use in our ICU patients with hemodynamic instability as part of the early goal-directed therapy. The administration of excess fluids beyond what is recommended for the initial management of patients, especially in the presence of AKI, capillary leak, and myocardial dysfunction, will expand the extracellular fluid compartment. This in turn can result in impaired tissue perfusion and progressive organ dysfunction.17 While massive fluid resuscitation in the context of underlying disorders including sepsis could be detrimental, clinical studies have come up with conflicting reports. The effects of fluid overload and outcomes were investigated by the ARDS network trial. In the ARDS network fluids and catheters treatment trial, liberal versus conservative fluid strategy in lung injury patients did not change mortality, although the conservative arm had less ventilator days.18 Similarly, studies showing the use of diuretics to maintain fluid balance have not found substantial benefit in patients with ARDS.19The mortality rate in our study (56%) was similar to findings reported in other studies involving critically ill patients who underwent RRT. In the study performed on patients admitted to a Canadian tertiary ICU, the mean APACHE II score was 28 and the overall hospital mortality was close to 60%.20 Similarly, in the Acute Renal Failure Trial Network trial, the mean APACHE II score was 26 and the 60-day mortality was 52%.21 Mortality data on ARDS patients also give a similar picture. A prospective, multicenter, cohort study looking at ARDS recognition and treatment reported unadjusted mortality based on mild, moderate, and severe ARDS at 35%, 40%, and 46%, respectively.22 Our RRT patient group had a mean PaO2/FiO2 of 133.5, which would categorize as moderate ARDS. However, adjusting for the APACHE II score of 27.6, the predicted mortality rate in moderate ARDS patients can be in the range of 50%–60%, which is similar to our observed mortality rate.23Another key finding in our study is that the utilization of RRT in critically ill patients with AKI is up to 96%. RRT is utilized in 8%–10% of critically ill patients and has grown by >10%/year in the last 10 years.24 The AKI-epidemiologic prospective investigation study found that continuous renal replacement therapy (CRRT) is the predominant form of RRT utilized in critically ill patients. It is the initial RRT modality used in >75% of critically ill patients.25 This high utilization of CRRT also represents a significant escalation in the complexity and cost. There is need for circuit anticoagulation, patient immobility, and intensive nursing requirements. A high utilization of CRRT despite a significant amount of supportive evidence is mainly due to lack of effective alternate options. There are only limited treatment options available at this point for renal replacement in patients who are hemodynamically unstable. CRRT has been advocated as a means of mitigating blood pressure lability that may occur with conventional intermittent hemodialysis. At the same time, use of intermittent forms of dialysis like sustained low efficiency dialysis (SLED) has come up as an alternative to CRRT in hemodynamically unstable patients. Data have shown that there is no survival benefit for CRRT over SLED and the ultrafiltration and solute removal are comparable.26,27 Although some studies show that the patients treated with CRRT have a higher likelihood of renal recovery and improved renal outcomes over the long term, this has not been proven in a randomized trial.28Despite some of the interesting findings, inferences from our study are limited for various reasons. Consequent to the relatively low number of subjects and retrospective design of the study, we were unable to calculate effect sizes for the outcome of interest, which is mortality. Although we defined patients into early and late based on relation to intubation, the actual initiation of CRRT will be determined by several factors, including clinical status, volume status, decision of the treating physician, and technical delays in the initiation of RRT. This may make the definition of early versus late imprecise. These limitations of the retrospective study emphasize the importance of hypothesis testing using randomized controlled trial (RCT) designs. Interestingly, there are only a few RCT done in this field, and a definite conclusion could not be obtained from these studies.
Conclusion
Our study did not find a survival benefit in regard to timing of RRT initiation in our ARDS patient population. A total of 96% of patients received RRT during their hospital stay, with fluid overload being the most frequent indication for RRT initiation. In all, 35% of patients were initiated on RRT within 48 hours after intubation and 68% of patients were initiated within 96 hours from intubation. Timing of RRT initiation could be a good area for future prospective study to definitively answer the question of its benefit in this population.
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