early reversible acute kidney injury is associated with improved survival in septic shock
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Early reversible acute kidney injury is associated with improved survival inseptic shock
Manish M. Sood, Leigh Anne Shafer, Julie Ho, Martina Reslerova, GregMartinka, Sean Keenan, Sandra Dial, Gordon Wood, Claudio Rigatto, AnandKumar
PII: S0883-9441(14)00140-3DOI: doi: 10.1016/j.jcrc.2014.04.003Reference: YJCRC 51494
To appear in: Journal of Critical Care
Received date: 24 November 2013Revised date: 11 March 2014Accepted date: 9 April 2014
Please cite this article as: Sood Manish M., Shafer Leigh Anne, Ho Julie, ReslerovaMartina, Martinka Greg, Keenan Sean, Dial Sandra, Wood Gordon, Rigatto Claudio,Kumar Anand, Early reversible acute kidney injury is associated with improved survivalin septic shock, Journal of Critical Care (2014), doi: 10.1016/j.jcrc.2014.04.003
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Early reversible acute kidney injury is associated with improved
survival in septic shock
(Running head: Reversible AKI improves survival)
Manish M Sood1, Leigh Anne Shafer
2, Julie Ho
2, Martina Reslerova
2, Greg Martinka
3, Sean
Keenan4, Sandra Dial
5, Gordon Wood
6, Claudio Rigatto
2 and Anand Kumar
7 for the Cooperative
Antimicrobial Therapy in Septic Shock (CATSS) Database Research Group.
1Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
2Section of Nephrology, University of Manitoba, Manitoba, Canada
3Richmond General Hospital, Vancouver, British Columbia, Canada
4Royal Columbian Hospital, Vancouver, British Columbia, Canada
5McGill University, Montreal Quebec, Canada
6Royal Jubilee Hospital/Victoria General Hospital, Victoria British Columbia, Canada
7Section of Critical Care Medicine, University of Manitoba, Manitoba, Canada
Word Count: Abstract 365, Body 3330, Figures 6, Tables 2
References: 36
All authors approved of this manuscript.
There are no conflicts of interest.
Corresponding Author:
Anand Kumar
Health Sciences Centre
JJ399
700 William Ave
Winnipeg MB
R3A-1R9
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Abstract
Introduction: The fact that acute kidney injury (AKI) is associated with worse clinical outcomes
forms the basis of most AKI prognostic scoring systems. However, early reversibility of renal
dysfunction in acute illness is not considered in such systems. We sought to determine whether
early (≤24 hrs after shock documentation) reversibility of AKI was independently associated
with in-hospital mortality in septic shock.
Methods: Patient information was derived from an international database of septic shock cases
from 28 different institutions in Canada, the United States and Saudi Arabia. Data from a final
cohort of 5443 patients admitted with septic shock between Jan 1996 and Dec 2009 was
analyzed. The following four definitions were used in regards to AKI status: 1) reversible AKI =
AKI of any RIFLE severity prevalent at shock diagnosis or incident at 6 hours post-diagnosis
that reverses by 24 hours 2) persistent AKI = AKI prevalent at shock diagnosis and persisting
during the entire 24 hours post-shock diagnosis, 3) new AKI = AKI incident between 6-24 hours
post-shock diagnosis and 4) improved AKI = AKI prevalent at shock diagnosis or incident at 6
hrs post followed by improvement of AKI severity across at least one RIFLE category over the
first 24 hours. Cox proportional hazards were used to determine the association between AKI
status and in-hospital mortality.
Results: During the first 24 hours, reversible AKI occurred in 13.0%, persistent AKI in 54.9%,
new AKI in 11.7% and no AKI in 22.4%. In adjusted analyses, reversible AKI was associated
with improved survival (HR 0.64 95%CI 0.53-0.77) compared to no AKI (referent), persistent
AKI (HR 0.99 95% CI 0.88-1.11) and new AKI (HR 1.41 95% CI 1.22-1.62). Improved AKI
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occurred in 19.1% with improvement across any RIFLE category associated with a significant
decrease in mortality (0.53 (95% CI 0.45-0.63). More rapid antimicrobial administration, lower
Apache II score, lower age, and a smaller number of failed organs (excluding renal) on the day
of shock as well as community-acquired infection were independently associated with reversible
AKI.
Conclusion: In septic shock, reversible AKI within the first 24 hours of admission confers a
survival benefit compared to no, new, or persistent AKI. Prognostic AKI classification schemes
should consider integration of early AKI reversibility into the scoring system.
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Introduction
Acute kidney injury (AKI) is associated with adverse outcomes, universally increasing
mortality, length of hospital stay and the risk of long term chronic kidney disease and kidney
failure (1-10). In septic shock, AKI is especially common with the risk of worse outcomes
increasing with the severity of injury (2, 4, 11-16).
Current classification schemes for defining AKI, such as the Risk, Injury, Failure, Loss of
kidney function, and End-stage kidney disease (RIFLE) system and the Acute Kidney Injury
Network (AKIN) system define the stage and severity of AKI using criteria based on declining
urine output and changes in serum creatinine compared to baseline (17-21). AKI is then
classified according to the most severe stage achieved at any time point, regardless of
reversibility. Although this classification has been validated in large international AKI datasets,
little is known regarding the impact of earl (≤24 hours) reversibility of AKI on outcomes(17-19).
In this retrospective analysis, we examined the effect of early reversibility of AKI on in-hospital
mortality in septic shock.
Methods
Study Population
The Cooperative Antimicrobial Therapy of Septic Shock (CATSS) database is an
international, multicenter database of patients admitted with septic shock to an intensive care
unit. The CATSS database, which has been described in detail previously, uses standardized case
definitions and includes repeat serum creatinine measurements during the first 24 hours of
admission (13, 22, 23). The database captures information on consecutive adult (> 18 years old)
patients admitted with septic shock from 28 medical institutions in Canada, the United States and
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Saudi Arabia. Patients from discrete periods between Jan. 1996 and Dec. 2008 were screened
and included if they meet the criteria for septic shock as defined by the ACCP/SCCM consensus
conference guidelines (N=7,390) (23, 24). For the current study, we excluded patients who had a
history of chronic kidney disease (N=566) or had dialysis therapy prior to ICU admission
(N=563). Patients without serum creatinine levels at each assessment time point (N=818) were
also excluded. This left 5,443 patients in the study population (Figure 1). Chronic kidney disease
(CKD) was pre-defined at database creation as a stable creatinine > 160 µmol/L (1.5 X normal)
prior to shock occurrence. Dialysis status on admission was defined as the need for renal
replacement therapy (either peritoneal or hemodialysis) as an outpatient immediately prior to
hospitalization. This study was approved by the Health Research Ethics Board at the University
of Manitoba and all participating institutions.
Data Collection
Data collection definitions and methodology have been outlined previously (22, 23). All
patients required vasopressor therapy for at least 3 hours. Trained research personnel
prospectively collected data on patient demographics, co-morbidities, physiological
characteristics, ICU treatments and ICU and in-hospital outcomes. Serum creatinine
measurements were taken at baseline (N= 7,390), approximately 6 hours (range 4-8, N=6385)
and approximately 24 hours (range 20-28, N=6971). Acute Physiology and Chronic Health
Evaluation (APACHE) II scores were calculated based on the most aberrant values within 24
hours of the diagnosis of septic shock(25). Similarly, the number of organ failures was inclusive
of occurrence with the first 24 hours after the diagnosis (ie Day 1).
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Definitions
AKI was defined and classified according to the RIFLE criteria. As pre-ICU creatinine values
were not consistently available in our study cohort, we assumed a baseline renal function for all
patients after excluding those with a history of CKD and dialysis (based on hospital, clinic and
external records). Patients without a history of CKD or dialysis were assumed to have a baseline
eGFR of 75 mL/min/m2. We calculated the eGFR using the Modification of Diet, in Renal
Disease (MDRD) formula(26) for all patients using the creatinine at ICU admission and at 6 and
24 hours post ICU admission. AKI was then determined using RIFLE criteria for eGFR
changes. As urine output changes were not captured in our cohort, only eGFR-based changes
were used in the determination of AKI. Patients were classified as AKI if they experienced the
injury upon any measure of renal function.
The following four definitions were used in regards to AKI status: 1) reversible AKI =
AKI of any RIFLE severity prevalent at shock diagnosis or incident at 6 hours post-diagnosis
that reverses by 24 hours 2) persistent AKI = AKI prevalent at shock diagnosis and persisting
during the entire 24 hours post-shock diagnosis, 3) new AKI = AKI incident between 6-24 hours
post-shock diagnosis and 4) improved AKI = AKI prevalent at shock diagnosis or incident at 6
hrs post followed by improvement of AKI severity across at least one RIFLE category over the
first 24 hours. Categories were not mutually exclusive. For example if a patient upon shock
diagnosis had AKI RIFLE class failure and then at 24 hours AKI RIFLE class risk they were
categorized as both persistent AKI and improved AKI.
Outcome
The primary outcome of interest was in-hospital mortality.
Statistical Analysis
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Continuous variables of interest were summarized as mean or medians with standard
deviation or inter-quartile range as appropriate. Differences in baseline characteristics were
determined by student’s t-test or one-way ANOVA for continuous variables and chi-square for
dichotomous variables. All analyses were conducted using PASW v. 18
(www.ibm.com/SPSS_Statistics) and Stata v.11.2 (StatCorp LP).
We examined the impact of AKI status on in-hospital mortality by the Kaplan Meier
(KM) method and Cox proportional hazards model. Statistical significance was determined by
the log rank method for the KM. The assumptions of proportionality for the Cox model were
assessed by examining log-minus-log survival plots. Cox models were adjusted for
demographics (age, sex), co-morbidity (cancer, immunosuppression, , congestive heart failure,
coronary artery disease, chronic obstructive pulmonary disease, diabetes mellitus, alcohol or
intravenous recreational drug abuse, surgical status), illness severity (APACHE II score, number
of day 1 organ failures, community vs nosocomial infection), and treatment (appropriate empiric
antimicrobials administered).
We investigated whether improvements across any category of AKI severity (both AKI
reversible and AKI improved groups) impacted mortality by including any AKI improvement as
a covariate in our models. We further categorized each possible type of improvement (AKI
failure to injury, AKI failure to risk, AKI failure reversal to no AKI, AKI injury to risk, AKI
injury reversal to no AKI, AKI risk reversal to no AKI) and compared their association with
mortality to individuals with no AKI (at baseline and throughout) and those with non-improved
AKI failure, AKI injury and AKI risk.
Exploratory and Sensitivity Analyses
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With the use of an imputed baseline creatinine of 75 mls/min/m2, there is a significant
potential of misclassifying individuals with CKD as AKI. We thereby performed a series of
sensitivity analyses investigating the change in creatinine values (Δcr) between the first available
(baseline) at documented onset of hypotension and 6 hours (Δcr6) or 24 hours after hypotension
documentation (Δcr24). All models were adjusted for demographics (age, sex), co-morbidity
(cancer, congestive heart failure, coronary artery disease, diabetes mellitus, surgical status),
illness severity (APACHE, number of organ failures, nosocomial infection), treatment
(appropriate antimicrobials administered) and first available creatinine value. Both Δcr6 and
Δcr24 were investigated as continuous variables and categorized for illustrative purposes.
To investigate whether time varying changes altered the impact of AKI and in-hospital
mortality, we repeated the crude and adjusted Cox proportional hazards models accounting for
repeat measures of renal function upon documented hypotension onset and after 6 and 24 hours.
There were no qualitative differences in the point estimates or statistical significance in the crude
or adjusted analyses.
In an exploratory analysis, we analyzed variables associated with reversible AKI using
backward logistic regression limiting the analysis to individuals with AKI only. Time to
initiation of appropriate antimicrobial administration (from documentation of initial hypotension)
was divided into tertiles. Utilizing unadjusted and adjusted logistic regression models, we
examined the association between reversible AKI and time to antimicrobial administration. The
model was adjusted for the previously mentioned variables.
Results:
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During the study period, 709 (13.0%) exhibited reversible AKI, 2,878 (54.9%) persistent
AKI, 635 (11.7%) new AKI and 1,221 (22.4%) no AKI. Improved AKI occurred in
1,041(19.1%) individuals. ICU and in-hospital morality occurred in 1851 (34.0%) and 2,477
(45.5%), respectively. In hospital mortality occurred in 150 (21.2%) with reversible AKI, 1524
(53.0%) with persistent AKI, 389 (61.3%) with new AKI and 414 (33.9%) with no AKI. Table 1
outlines the study characteristics stratified by AKI status. Patients with persistent AKI were older
and more likely to be female. Persistent AKI patients were more likely to have CHF, CAD and
diabetes mellitus. In general, patients with persistent AKI had higher APACHE II scores and
number of failed organs on the first day of shock. Patients with reversible AKI were more likely
to have community-acquired infection as a cause of septic shock and to have received
appropriate initial empiric antimicrobials.
In-hospital survival stratified by AKI status is presented in Figure 2. Survival was
significantly different among the groups (p<0.001). The crude hazard ratio for mortality of
reversible AKI was 0.61 (95% CI 0.51-0.73) compared to 1.92 (95% CI 1.73-2.13) with
persistent AKI, 2.09 (95% CI 1.83-2.39) with new AKI and with no AKI used as the referent.
After adjustment for demographics, co-morbidities, illness severity and initiation of microbially
appropriate empiric antimicrobial therapy, the risk of mortality for reversible AKI remained
similar (adjusted HR 0.63 95%CI 0.52-0.76) (Figure 3). Furthermore, AKI improvement across
any category was significantly associated with a survival benefit with a crude and adjusted HR of
0.44 (95% CI 0.37-0.53) and 0.53 (95% CI 0.45-0.63). The survival benefit was greatest for
patients with complete reversal of AKI (reversible AKI group) with a trend towards greater
benefit in those who completely resolved from the most severe injury (RIFLE failure resolution
HR 0.31 95% CI 0.23-0.43, injury resolution HR 0.33 95% CI 0.22-0.48, risk resolution HR 0.51
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95% CI 0.40-0.64) (Figure 4). The results were similar after adjustment for demographics, co-
morbidities, illness acuity and therapeutic interventions. In a sensitivity analysis investigating
changes in creatinine between documented hypotension onset and both 6 (Figure 5a) and 24
(Figure 5b) hours, the largest declines in creatinine were associated with greater improvements in
mortality.
Increasing antimicrobial delay, higher illness severity (APACHE and number of organ
failures) and greater age as well as nosocomial infection as the cause of septic shock were
independently associated with decreased probability of reversible AKI (Table 2). The
relationship between time to antimicrobial administration and reversible AKI is presented in
Figure 6. Reversible AKI was significantly associated with a shorter time to antimicrobial
administration in both unadjusted and adjusted models (time < 2.5 hours adjusted OR referent,
2.5 -7.8 hours adjusted OR 0.84 95%CI 0.68-1.03, > 7.8 hours adjusted OR 0.52 95%CI 0.40-
0.66 for reversible AKI).
Discussion:
In this large, international, observational cohort study of patients with septic shock
admitted to the ICU, reversibility of AKI was associated with a decreased risk of mortality.
Even without complete reversal of AKI, a survival benefit was noted with any improvement in
AKI severity. Furthermore independent of AKI classification, individuals with the largest decline
in creatinine with the first 24 hours of ICU admission demonstrated a similar survival benefit.
These findings suggest that reversibility of AKI has important prognostic implications.
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Few studies have investigated whether reversibility of AKI specifically alters outcomes
(27-29). All were retrospective, observational studies with two in diverse hospitalized
populations and another investigating reversible AKI in post-acute coronary syndrome. All
studies found reversible AKI to be associated with increased mortality compared to no AKI, a
finding contrasting our own. One potential reason for this discrepancy may be differences in the
study populations including the exclusion of patients with pre-existing CKD in our study. We
excluded patients with CKD and previous dialysis to reduce the possibility of a misclassification.
The accuracy of the RIFLE classification for predicting outcomes has been shown to
significantly improve with exclusion of patients with pre-existing CKD (27). In addition, the
cohorts involving hospitalized populations in the previous studies were heterogeneous with
differing etiologies of admission and treatments. In contrast, our study had a relatively
homogenous, well defined etiology, and as such subsequent interventions and therapies more
consistent.
Perhaps more important are differences with our study in respect to the time frame over
which AKI reversibility was assessed. The previous studies assessed reversibility over longer
time periods (48-72 hours) whereas we assessed reversibility within the first 24 hours. The
length of time required to reverse to normal renal function may be a surrogate marker of a more
severe injury such as acute tubular necrosis (ATN) or delays in treatment, factors associated with
an increased mortality (22, 30). Rapid (<24 hr) reversal of AKI denotes both adequacy of
resuscitative efforts including antimicrobials and absence of fixed renal injury such as ATN.
This may be reflected by the lower APACHE II score and fewer day 1 organ failures in this
group compared to those with new AKI or persistent AKI (Table 1).
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In our study, we found rapid reversal of AKI was significantly and consistently
associated with a decrease in mortality. In-hospital mortality increased substantially from
reversible AKI (decreased HR) through persistent AKI to new AKI (increased HR) compared to
the absence of AKI by RIFLE criteria at any point (Figure 2 and 3). In addition, the survival
benefit was apparent in patients who experienced any improvement in the severity of their AKI
(Figure 3). Among individuals with reversible AKI, there was a trend towards decreased
mortality with greater degrees of reversal (Figure 4). However, this also means that those
patients with the highest degree of AKI reversal also start with the highest degree of AKI (ie
revert from failure at presentation to normal function at 24 hours). To examine this issue more
closely, we examined changes in serum creatinine over time (Δcr) from shock presentation and
found consistent results in magnitude and effect. Sequentially larger decreases in serum
creatinine over 6 and 24 hour periods were associated with a higher probability of survival
(Figure 5a and 5b). In addition, an intriguing finding is that faster administration of appropriate
antimicrobial therapy was associated with a higher probability of early AKI reversibility (Figure
6). This could reflect covariance with early, aggressive fluid resuscitation or could indicate that
early antimicrobials are intrinsically protective.
The use of serum creatinine changes illustrates the importance of improvement in renal
function within the first 24 hours of ICU admission independent of pre-existing renal function.
These are novel observations as previous AKI literature often classifies patients based on their
most severe degree of AKI associating that with outcomes such as mortality and ESRD (2, 12,
16, 31). We have shown that even small degrees of improvement, for example from AKI RIFLE
failure to AKI RIFLE injury are associated with an improvement in mortality.
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Our data illustrates the importance of evolving changes over time in renal function and
that determining mortality solely based on the most severe degree of AKI may not be appropriate
as it would significantly overestimate the mortality risk in individuals with AKI that improves.
Currently none of the existing AKI classifications schemes such as AKIN, RIFLE and the
pending KDIGO recommendations account for reversibility of AKI, a future consideration if our
findings are validated in other cohorts (20, 21).
The etiology of reversible AKI may be multifactorial. Physiologically, rapid reversibility
may be explained by early effective resuscitation of volume depletion/decreased effective
circulating volume (pre-renal azotemia) or alleviation of renal obstruction. With respect to
terminology, we prefer reversible AKI as epidemiological studies of AKI often do not specify
distinct etiologies of AKI and distinguishing them may be problematic. Patients who experience
reversibility may have less severe illness in general or may be responding to therapies which
have been shown to improve outcomes (13, 22, 32). In our investigation, we observed that
delays in antimicrobial administration were associated with a deleterious effect and a lower
likelihood of developing reversible AKI (Figure 6). It is unlikely that all of the antimicrobials
used in septic shock are directly reno-protective. As part of the pathophysiology of septic shock,
intense vasodilation occurs secondary to a systemic inflammatory response induced by microbial
toxins and/or cytokine release (33). Given this pathophysiology, it seems more likely that early
antimicrobials slow the progression of and severity of the septic inflammatory response leading
to less severe septic shock. In addition, early appropriate antimicrobial administration may
represent a surrogate marker for early aggressive non-antimicrobial therapy elements including
fluid resuscitation and pressor initiation.
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Strengths of our study include repeat measures of renal function with the first 24 hours of
ICU admission, a large international well defined cohort and consistency of findings. The
CATSS database has well ascertained and detailed data allowing us to appropriately adjust for
comorbid conditions with little missing data.
Our results have some potential limitations. One is that our dataset was limited to septic
shock and the mortality benefits with reversible AKI may or may not be applicable to other
populations. We do not have sequential data on renal function beyond 24 hours and are therefore
unable to ascertain the occurrence of late deterioration or improvement of renal function. For
example, we do not know whether patients with reversible AKI had sustained improvement
(apart from improved survival). In addition, in this study we lacked data on urine output. This
limited our ability to diagnose AKI according to the full RIFLE criteria. However, the
importance the urine output aspect of the RIFLE criteria for AKI has recently been called in to
question as it is a poor predictor of subsequent rises in creatinine and is associated with lower
mortality than the creatinine criteria(34, 35). Another issue is that the lack of pre-ICU creatinine
values for all of the patients in the cohort may have resulted in misclassification of in some
individuals with CKD as AKI. We attempted to reduce this bias by excluding all patients with
known CKD and/or persistent pre-ICU serum creatinine elevation. However the original design
of the CATSS database defined CKD based on serum creatinine criteria, as opposed to eGFR
criteria, and was arbitrarily defined as a pre-existing serum creatinine ≥ 160 µmol/L. If no
previous history of CKD was available, they were assumed to have a baseline eGFR of 75
mL/min/m2. Use of an estimated baseline GFR of 75 mL/min/m
2 is accepted method of
assessing AKI in renal research with considerable improvement in accuracy if patients with
known CKD are excluded (36, 37). Results of our sensitivity analyses examining changes in
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serum creatinine (Figure 5) avoided this potential misclassification and the results were
consistent in magnitude and effect. None-the-less, the potential misclassifications may account in
part for the unexpectedly high mortality of the no AKI group (compared to the lower mortality to
the reversible AKI group).
Another potential limitation is the very use of RIFLE criteria for renal dysfunction in the
study. Because we have examined changes in renal function over only the initial 24 hours after
documentation of hypotension in patients with septic shock, changes in serum creatinine will be
limited by the time available for creatinine rise (either 6 or 24 hours of shock). Serum creatinine
increases at a finite rate even with anephric level kidney injury. Within 24 hours of shock onset,
creatinine rises may be limited with even with severe dysfunction. We classified patients as
RIFLE risk if the eGFR decline was >25%. However, it is well established that smaller declines
are associated with mortality(9). The no AKI group therefore is likely to be very heterogenous
in terms of actual kidney dysfunction. Regardless our observations with respect to other groups
will be unchanged despite the potential heterogeneity of the reference group.
In conclusion, our study demonstrates that reversibility of AKI is associated with
improved survival in patients with septic shock. Even partial reversibility (in those with AKI and
any improvement in severity within the first 24 hours) is associated with reduced mortality.
Importantly, delays in antimicrobial administration appear to decrease the likelihood of
reversibility in AKI. Our results illustrate the heterogeneity in the dynamics of septic AKI and
suggest that at least in septic AKI, AKI classification schemes should ideally include criteria to
account for early reversibility of AKI.
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Conflict of Interest Statement:
Anand Kumar received unrestricted grant funding from Pfizer, Lilly, Astellas, Bayer, and Merck
for the initial development of the CATSS Database. Additional grant funding has been provided
by the Manitoba Research Council, the Health Sciences Foundation and the Deacon Foundation.
No other author has significant conflict of interest. This specific analysis has not been supported.
Manish Sood has salary support through the Jindal Research Chair for the Prevention of Kidney
Disease at the University of Ottawa
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Figures:
Figure 1: Development of the study cohort.
Figure 2: In-hospital survival curves based on AKI status.
Improved survival is seen in those with reversible AKI (black line) compared to No AKI (dashed
line), Persistent AKI (dark grey line) and New AKI (light grey). Survival expression as a
fractional value. AKI= acute kidney injury
Figure 3: Crude and adjusted hazard ratio for in-hospital mortality.
Mortality is lower in patients with reversible AKI compared to No AKI (referent), Persistent
AKI and New AKI. Adjusted for age, sex, co-morbidities (cancer, immunosuppression, coronary
artery disease, hypertension, congestive heart failure, chronic obstructive pulmonary disease,
diabetes mellitus, surgical status, alcohol or recreational drug abuse), and illness severity and
treatment characteristics (APACHE II score, number of organ failures, use of empirically
appropriate antimicrobials, presence of nosocomial infection). AKI=acute kidney injury
Figure 4: Unadjusted hazard ratio for in-hospital mortality.
Improved survival is noted with any degree of AKI improvement with the greatest benefit in
those with reversible AKI.
AKI= acute kidney injury, HR= hazard ratio, CI=confidence interval, NO AKI = referent
Figure 5: Sensitivity analysis depicting adjusted hazard ratios for in-hospital mortality
stratified by changes in serum creatinine (Δcr) between initial documentation of
hypotension and 6 hours (a) and 24 hours (b) following documentation.
A negative value of Δcr denotes a decrease in creatinine values between admission and 6 or 24
hour measurement. Δcr -4 to 2 µmol/L = referent
All models were adjusted for demographics (age, sex), co-morbidity (cancer,
immunosuppression, congestive heart failure, coronary artery disease, diabetes mellitus, surgical
status), illness severity (APACHE II score, number of organ failures, nosocomial infection), use
of appropriate initial empiric antimicrobial therapy and first available creatinine value.
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Figure 6: The crude and adjusted odds ratio for developing reversible AKI.
Probability of reversible AKI decreases with increased delays in antimicrobial administration.
All models were adjusted for demographics (age, sex), co-morbidity (cancer,
immunosuppression, congestive heart failure, coronary artery disease, diabetes mellitus, surgical
status), illness severity (APACHE II score, number of organ failures, nosocomial infection) and
use of appropriate initial empiric antimicrobial therapy
AKI=acute kidney injury
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Table 1: Characteristics of septic shock patients stratified by AKI status.
Reversible AKI
Persistent AKI
New AKI No AKI
P value
Variable: N = 709
(13.0%)
N = 2878
(52.9%)
N = 635
(11.7%)
N = 1221
(22.4%)
Sex (%F) 41.7 47.4 38.1 37.8 <0.0001
Age 60.3±16.8 65.6±15.4 60.0±17.6 57.0±17.8 <0.0001
Co-morbidities (%):
Cancer 15.7 18.6 23.9 20.7 0.001
Immunosuppression 12.0 14.9 18.0 12.4 0.02
CHF 8.3 10.6 6.9 6.1 <0.0001
CAD 11.4 12.7 9.3 9.3 0.004
HTN 16.4 17.0 10.4 12.9 <0.0001
COPD 15.7 13.2 15.6 17.2 0.008
DM 21.4 26.0 19.7 18.3 <0.0001
Surgery 18.3 19.7 25.8 24.7 <0.0001
Alcohol abuse 15.7 12.8 16.5 17.2 0.001
ICU characteristics:
APACHE II score 21.2±6.9 26.5±7.8 24.5±7.3 20.6±6.5 <0.0001
Number of failed
organ(s)
3.4±1.4 4.3±1.5 4.1±1.5 3.3±1.4 <0.0001
Community
infection (%)
26.7 36.6 50.4 43.0 <0.0001
Appropriate
empiric antimicrobials
90.6 84.1 80.6 87.2 <0.0001
Heart rate and WBC values are most aberrant values within 24 hours of the diagnosis of septic
shock. AKI acute kidney injury, F female, BMI body mass index, AIDS acquired
immunodeficiency syndrome, CHF congestive heart failure, CAD coronary artery disease, HTN
hypertension, COPD chronic obstructive pulmonary disease, DM diabetes mellitus, ICU
intensive care unit, WBC white blood cell, % percentage, APACHE acute physiology and
chronic health evaluation; continuous data presented as mean ± standard deviation
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Table 2: Characteristics associated with reversible AKI.
Characteristics: Odds Ratio 95% Confidence Interval
Antimicrobial delay <2.5 hours (referent) 1
2.5 – 7.8 hours 0.81 0.66-1.00
> 7.8 hours 0.48 0.38-0.62
Age (per year) 0.99 0.98-1.00
APACHE II score (per point) 0.95 0.94-0.96
Number of organ failure(s) 0.87 0.82-0.93
Nosocomial infection 0.65 0.53-0.80
APACHE; Acute Physiology and Chronic Health Evaluation