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Association between mortality and replacement solution bicarbonate concentration in continuous renal replacement therapy: A propensity-matched cohort study

  • Kianoush Kashani ,

    Roles Conceptualization, Formal analysis, Methodology, Project administration, Writing – original draft, Writing – review & editing

    Kashani.kianoush@mayo.edu

    Affiliations Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America, Division of Pulmonary and Critical Care, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  • Charat Thongprayoon,

    Roles Data curation, Formal analysis, Project administration

    Affiliation Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  • Wisit Cheungpasitporn,

    Roles Data curation, Formal analysis, Project administration

    Affiliation Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  • Gina M. Iacovella,

    Roles Conceptualization, Data curation, Investigation

    Affiliation Division of Pulmonary and Critical Care, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  • Abbasali Akhoundi,

    Roles Data curation, Project administration

    Affiliation Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  • Robert C. Albright Jr

    Roles Conceptualization, Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

    Affiliation Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

Association between mortality and replacement solution bicarbonate concentration in continuous renal replacement therapy: A propensity-matched cohort study

  • Kianoush Kashani, 
  • Charat Thongprayoon, 
  • Wisit Cheungpasitporn, 
  • Gina M. Iacovella, 
  • Abbasali Akhoundi, 
  • Robert C. Albright Jr
PLOS
x

Abstract

Background

Given the known deleterious effects seen with bicarbonate supplementation for acidemia, we hypothesized that utilizing high bicarbonate concentration replacement solution in continuous venovenous hemofiltration (CVVH) would be independently associated with higher mortality.

Methods

In a propensity score-matched historical cohort study conducted at a single tertiary care center from December 9, 2006, through December 31, 2009, a total of 287consecutive adult critically ill patients with Stage III acute kidney injury (AKI) requiring CVVH were enrolled. We excluded patients on maintenance dialysis, those who received other modalities of continuous renal replacement therapies, and patients that received a mixed of 22 and 32 mEq/L bicarbonate solution pre- and post-filter. The primary outcome was in-hospital and 90-day mortality rates.

Results

Among enrollees, 68 were used 32 mEq/L bicarbonate solution, and 219 received 22mEq/L bicarbonate solution for CVVH. Patients on 32 mEq/L bicarbonate solution were more often non-surgical, had lower pH and bicarbonate level but had higher blood potassium and phosphorus levels in comparison with those on 22 mEq/L bicarbonate solution. After adjustment for the baseline characteristics, the use of 32 bicarbonate solution was significantly associated with increased in-hospital (HR = 1.94; 95% CI 1.02–3.79) and 90-day mortality (HR = 1.50; 95% CI 1.03–2.14). There was a significant increase in the hospital (p = .03) and 90-day (p = .04) mortality between the 22 vs. 32 mEq/L bicarbonate solution groups following propensity matching.

Conclusion

Our data showed there is a strong association between using high bicarbonate solution and mortality independent of severity of illness and comorbid conditions. These findings need to be evaluated further in prospective studies.

Introduction

Acute kidney injury (AKI) is a very common complication among intensive care unit (ICU) patients, and it is associated with a significant mortality and morbidity. [1, 2] The severity and length of AKI are directly related to the patient death. [3] Patients who require renal replacement therapy (RRT) for AKI have a higher mortality in comparison with those without a need for RRT. Approximately, 295 cases per million/year develop AKI require RRT. [1, 4] In a recent study, 18% of patients who developed AKI stage III (based on serum creatinine and urine output criteria) developed end-stage kidney disease, and 65% of them died within one year. [3] In the recent years, there have been several studies to compare different modalities of RRT, [510] the timing of RRT initiation, [11, 12] and the appropriate dose of RRT. [13, 14] Despite significant progress in the field, there are many questions regarding the optimum modality of RRT (i.e. intermittent hemodialysis versus continuous renal replacement therapy [CRRT]) and its prescription characteristics.

In a recent report, we described the incidence of adverse events that may be associated with CRRT. [15] We reported the rates of ICU and hospital mortality as 40% and 51%, respectively. Although, the high rate of death in this cohort is mainly due to the severity of critical illness (APACHE III; median Interquartile Range [IQR] in this cohort was 109; IQR, 91–130) and AKI; we seek modifiable factors, which can affect patient outcomes including CRRT prescription characteristics. One such factor of the CRRT prescription is the bicarbonate concentration in the replacement solutions. The higher concentration of bicarbonate is used when patients suffer from more severe acidemia or its associated symptoms. Severe acidemia is defined as arterial plasma with a pH of less than 7.2. [16, 17] The rapid development of severe acidemia could cause cerebral edema, respiratory failure, cardiac dysfunction, systemic vasoplegia, and pulmonary vasoconstriction. [1720] To avoid such effects of rapid, severe acidemia, alkalinizing agents, mainly bicarbonate, are frequently utilized to normalize the systemic pH, quickly. Conversely, the use of bicarbonate has been associated with a higher incidence of sodium and fluid overload, an increase in lactate and carbon dioxide production and decreases in both serum ionized calcium and seizure threshold. Arguments are additionally made with respect to a deleterious paradoxical central nervous system acidosis when bicarbonate is supplemented for lactic acidosis. Ultimately, firm data regarding the beneficial association of bicarbonate utilization on the outcomes of CRRT patients is lacking. In the surviving sepsis campaign, authors recommend “Not using sodium bicarbonate therapy for the purpose of improving hemodynamics or reducing vasopressor requirements in patients with hypoperfusion-induced lactic acidemia with pH ≥7.15.” [16]

During critical illnesses, reactive oxygen species (ROS) participate in worsening organ failure and the patients’ outcomes. Some authors suggest bicarbonate can act as a pro-oxidant agent, which could potentially enhance the adverse effect of ROS during critical illness. [21]

For the ICU patients with AKI, who require RRT and are hemodynamically unstable, CRRT is recommended as the modality of choice. [22] While patients are on CRRT, they receive large quantities of bicarbonate from the replacement fluids or dialysate. Clinicians can choose different concentrations of bicarbonate in such fluids to accommodate the patients’ needs and provide them a more suitable metabolic milieu for recovery. In this study, we report the results of a retrospective propensity matched cohort study of patients who underwent CRRT during an ICU admission to evaluate the impact of the bicarbonate concentration in the replacement fluid on the patients’ mortality and other ICU outcomes.

Methods

Study population and setting

We included all consecutive adult patients who were admitted to the ICUs at Mayo Clinic Hospital—Rochester and underwent CRRT from December 9, 2006, through December 31, 2009. Only the first CRRT treatment of each unique patient was included in the analysis. We excluded those who received a combination of 22mEq/L and 32mEq/L bicarbonate replacement solutions during the CRRT treatment, were on intermittent hemodialysis or peritoneal dialysis prior to hospitalization and received either continuous venovenous hemodialysis (CVVHD) or continuous venovenous hemodiafiltration (CVVHDF). Also, patients with no research authorization, pregnant women, and prisoners were excluded. The study was reviewed and approved by the Mayo Clinic Institutional Review Board, and informed consent was waived.

Data collection

Clinical characteristics, demographic information, and laboratory data were collected using manual and automated retrieval of institutional electronic health records. These included age, sex, race, body mass index (BMI), chronic comorbidities, ICU admission type, AKI etiology, the use of vasopressor and mechanical ventilator at RRT start, and the most recent laboratory data within 24 hours prior to the RRT start. The Charlson Comorbidity Score was computed to assess comorbidities at the time of the RRT start. The primary outcome was all-cause mortality within 90 days after the RRT start. Other outcome variables included ICU mortality, in-hospital mortality, ICU and hospital length of stay, and CRRT duration.

CRRT characteristics

Continuous venovenous hemofiltration was utilized for all patients who require CRRT unless clinicians decide otherwise. Standard CRRT orders in our institution include a blood flow rate (Qb) of 200mL/min and replacement fluid rate of 30 mL/kg/hour, of which 50% is delivered as pre-dialyzer and 50% as post-dialyzer. We used two different calcium-free replacement solutions with 22mEq/L and 32 mEq/L of bicarbonate concentration (PrismaSATE, BGK 4/0/1.2 and PrismaSATE, B22GK 4/0; Gambro®). We utilized regional citrate anticoagulation with a dextrose citrate solution formula A (ADC-A) to achieve 3mmol of citrate for each liter of blood flow with a dose adjustment in patients with severe liver failure.

Statistical analysis

All continuous variables were summarized as the mean and standard deviation (SD). All categorical or ordinal data were summarized as count and percentages. The differences in clinical characteristics, laboratory data prior to RRT initiation, and outcomes between patients treated with a 22mEq/L and 32mEq/L bicarbonate solution were assessed using unpaired t-test for continuous variables and Chi-squared test for categorical variables. The patient survival, from the initiation of RRT to death or the last follow-up time (up to 90-days after RRT initiation), was presented using the Kaplan-Meier plot and compared using the log-rank test. The association between bicarbonate solution group used and the mortality was assessed using a multivariate Cox proportional hazard analysis. The hazard ratio (HR) with 95% confidence interval (CI) is reported. The HR was adjusted for variables with statistically significant differences between the groups in a univariate analysis. The adjusting variables were the ICU admission type, pH, bicarbonate, potassium, and phosphorus. A two-sided P value of <.05 was considered statistically significant. Unless specified, the analyses were performed using JMP statistical software (version 10, SAS, Cary, NC).

To further mitigate selection biases and potential confounders between 22mEq/L and 32mEq/L bicarbonate solution groups, we compared the two groups after propensity score matching (62 matched pairs). [23] The initial cohort prior to matching contained 287 patients (219 patients in the 22mEq/L bicarbonate solution group, and 68 patients in the 32mEq/L bicarbonate solution group). Propensity scores were estimated using logistic regression by using pH, bicarbonate, an interaction term between pH and bicarbonate, the presence of sepsis, use of mechanical ventilation, vasopressor administration, intra-aortic balloon pump (IABP), and Charlson Comorbidity Index as covariates. Matching was performed in R software (version 3.1.1; Vienna, Austria) using the Matching package. [24] Patients in 22mEq/L and 32mEq/L bicarbonate solution groups were matched on a 1:1 basis on the logit of the propensity score with a caliper width equal to 0.2 of the SD of the logit of the propensity score. [25] Covariate balance in the matched sample was assessed using the absolute standard difference (ASD), with an ASD of less than 0.1 considered to denote a negligible imbalance in covariates between the treatment groups. [26, 27] Fig 1 describes the baseline bicarbonate and pH, along with the absolute standardize differences before and after propensity matching.

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Fig 1.

Distribution of A) Bicarbonate and B) pH before and after propensity matching. C) Absolute standardized difference plot for variables identified as most important for matching. D) Absolute standardized difference scheme for all variables in the dataset. Abbreviations: CCI, Charlson Comorbidity Index; MV, Mechanical Ventilation; INR, International Normalized Ratio; PVD, Peripheral Vascular Disease; CVA, Cerebrovascular Accident; CAD, Coronary Artery Disease; BUN, Blood Urea Nitrogen; Rheu, History of Rheumatologic Diseases; CHF, Congestive Heart Failure; Hb, Hemoglobin; CPD, Chronic Pulmonary Disease; BMI, Body Mass Index; Cl, Chloride; metca, Metastatic Cancer; WBC, White Blood Cell; DM, Diabetes Mellitus; GCS, Glasgow Coma Scale; TB, Total Bilirubin; MI, Myocardial Infarction; DBP, Diastolic Blood Pressure; NIV, Non-Invasive Ventilation; ICU, Intensive Care Unit; Htn, Hypertension; COPD, Chronic Obstructive Lung Disease; CKD, Chronic Kidney Disease; SBP, Systolic Blood Pressure; ILD, Interstitial Lung Disease; PU, Peptic Ulcer.

https://doi.org/10.1371/journal.pone.0185064.g001

Results

Among the 595 patients who received CRRT during the study period, 287 patients who received either 22mEq/L or 32mEq/L bicarbonate solution entered the final analysis. In this cohort, 177 (62%) were male, and 237 (83%) were Caucasian. A limited deidentified dataset is provided in S1 Table. The mean (±SD) age, BMI, and Charlson Comorbidity score among this cohort was 62±14 years, 32.6±9.4kg/m2, and 3.4±2.6; respectively. Bicarbonate concentration of 22mEq/L was prescribed in 219 patients while 68 received only the 32mEq/L bicarbonate solution. Patients who received the 32mEq/L bicarbonate solution in comparison with those who received the 22mEq/L bicarbonate solution were more often admitted to the medical ICU (78% vs. 56% for 22mEq/L bicarbonate, P = .001), had a lower pH (7.22 vs 7.34, P<.001), and had a lower bicarbonate level (16 vs. 21mEq/L, P<.001), and had higher potassium and phosphorus levels. Table 1 summarizes the baseline characteristics of the final cohort prior to and after the propensity matching. S1 Fig shows the changes in acid-base related laboratory data during the first 7 days of CRRT in the matched and full cohorts. S2 Fig shows changes in pH among patients who had metabolic alkalosis during the CRRT treatment. S3 Fig indicates the fluid balance and CRRT dose during the first 7 days of CRRT treatment.

Prior to the propensity matching, the in-hospital and 90-day mortalities were significantly higher in those who received the 32mEq/L bicarbonate solution when it was compared with those who received the 22mEq/L bicarbonate solution (P = .01), see Table 2. After adjusting for the ICU admission type, pH, bicarbonate, potassium, and phosphorus, the use of the 32mEq/L bicarbonate solution remained significantly associated with increased in-hospital mortality (HR, 1.94; 95% CI, 1.02–3.79; P = .04) and 90-day mortality (HR = 1.50; 95% CI, 1.03–2.14; P = .03). Among patients who survived the hospital (n = 127), 39 (31%) patients remained on RRT.

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Table 2. Outcomes between 32 and 22 mEq/L bicarbonate groups in full and matched cohort.

https://doi.org/10.1371/journal.pone.0185064.t002

Among the 62 propensity-matched pairs, all baseline characteristics prior to the RRT initiation in patients treated with both bicarbonate solutions were comparable, including the blood bicarbonate level (16±6 vs. 16±5; P = .92) and the pH level (7.23±0.12 vs. 7.23±0.09; P = .96), see Table 1.

In the matched cohort, both in-hospital and 90-day mortalities remained significantly higher in patients who received the 32mEq/L bicarbonate solution (P = .03 and .04, respectively), shown in Table 2. Although the ICU length of stay was significantly longer among those who received the 22mEq/L bicarbonate solution (P = .04) before propensity matching, there was no statistically significant difference after propensity matching. Also, the ICU mortality, hospital length of stay, days on CRRT and the duration of the mechanical ventilator were not different between the two cohorts before or after propensity matching. Kaplan-Meier plots in the full cohort and the matched cohort indicate significant differences in the 90-day mortality among the two groups (Fig 2).

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Fig 2. Kaplan-Meier plot is demonstrating survival in 32mEq/L vs. 22mEq/L HCO3 solution groups.

A) Full cohort adjusted for ICU type, pH, HCO3, K, and phosphorus. The Hazard Ratio is 1.76 (95% CI, 1.26–2.42; P<.001) and the Adjusted Hazard Ratio* was 1.50 (95% CI, 1.03–2.14; P = .03). B) Propensity-matched cohort with a Hazard Ratio of 1.55 (95% CI, 1.01–2.41; P = .04). *adjusted for ICU type, pH, HCO3, K, and phosphorus. Abbreviations: HCO3, Bicarbonate; ICU, Intensive Care Unit; K, Potassium.

https://doi.org/10.1371/journal.pone.0185064.g002

Discussion

In this study, we report the effect of the bicarbonate concentration in the replacement solution on the ICU, hospital, and 90-day mortality rates in a large cohort of ICU patients who required CRRT for AKI. We found the high bicarbonate concentration in the replacement solution is an independent risk factor for the hospital and 90-day mortalities. The difference in mortality remained statistically significant following a successful propensity score matching between the low and high bicarbonate concentration cohorts. There were no differences in the ICU, hospital length of stay, the need for and duration of mechanical ventilation, and the number of days on the CRRT.

Continuous RRT has become a standard-of-care in many institutions for treatment of AKI among critically ill patients in the ICU, particularly those who are hemodynamically unstable or suffer from intracranial hypertension. Despite the widespread utilization of CRRT, there are essential questions regarding the optimized time of initiation, mode and dose of CRRT, and other prescription characteristics that remain unanswered. In this study, we described the role of replacement fluid bicarbonate concentration on patient outcomes. Although data is available for the intravenous prescription of bicarbonate (its benefits and side effects), the data on the delivery of bicarbonate via RRT is scarce. In a study by Rocktäschel et al., the authors concluded that continuous venovenous hemofiltration (CVVH) can correct metabolic acidosis within 24 hours, mainly by the removal of unmeasured anions including phosphate and chloride. Interestingly, the authors noted many patients on CVVH developed metabolic alkalosis within 72 hours. [28]

Our findings are consistent with previous discoveries regarding the potential harmful effects of a bicarbonate prescription in the critically-ill patients. [29] Although severe acidemia is associated with significant complications, such as decreased mean arterial pressure, impaired coronary artery perfusion and myocardial contractility, [30] and higher mortality, the rapid delivery of bicarbonate in order to correct acidemia could be linked to clinically relevant side effects. In small randomized double blinded studies, bicarbonate infusion was not able to improve the hemodynamic state of critically-ill patients. [31, 32] Furthermore, a bicarbonate prescription to manage organic metabolic acidosis (e.g. lactic acidosis) could result in further increase in blood lactate level. One hypothesis to describe this observation is the shift of lactate from the intracellular space to the extracellular compartment. [33] Also, rapid infusion of bicarbonate would lead to a biphasic response in blood pressure. Due to the direct effect of hyperosmolarity induced by bicarbonate and a reflex-mediated mechanism blood pressure reaches a peak around 22±1.5 seconds and then returns to the baseline by 120 seconds. [34] Also, the bicarbonate infusion could attenuate the effect of vasoactive agents, e.g. epinephrine. [35] In other reports, sodium bicarbonate administration found to be associated with angina or ST-segment elevation due to increased myocardial oxygen consumption, promoting demand/perfusion mismatching. [36, 37] Administration of bicarbonate leads to increased carbon dioxide production. Indeed, 100mEq of bicarbonate produces about 2.2 liters of carbon dioxide, which is tenfold in comparison to its production in a healthy individual per minute. [38] As a result, the paradoxical cerebral acidosis or uncoupling of the arterial and cerebrospinal fluid (CSF), pH, and carbon dioxide is considered a deleterious effect of rapid administration of bicarbonate. [39] In animal studies, intracellular hypercarbia has been found to be associated with an attenuated myocardial contractility. [40, 41] Bicarbonate infusion is found to be linked with intracranial hypertension, which starts in about 20 seconds following administration and persists up to 20 minutes[42] and it also leads to hypernatremia, hypokalemia, and hyperosmolarity.[29] Although there is no specific published evidence demonstrating causality between higher bicarbonate dose in CRRT with higher mortality, we extrapolated the data from bicarbonate infusion to hypothesize that higher bicarbonate delivery during CRRT could be potentially associated with harmful effects which resulted in the higher observed mortality among the group who received high bicarbonate doses while on CRRT. The observed 90-day outcomes are potentially a reflection of this putative deleterious hemodynamic physiology and oxidative stress which resulted in subtle changes in recovery of kidney injury or other organ functions in our cohort.

Our study is the subject of several limitations. The most important limitation of the study is the retrospective nature of the design. Clinicians were free to choose one bicarbonate prescription over another, and hence, one might suppose the patients who received the higher bicarbonate replacement solutions were potentially more desperately ill in the eyes of the physician teams making these choices. However, via utilization of propensity matching, we attempted to mitigate the biases associated with retrospective studies and the illness severity issue. We did not account for the amount of extra-dialysis bicarbonate administration by the primary teams, which could potentially result in bias. The decision to not include extra-dialysis bicarbonate in the analysis is mainly due to the inconsistent documentation of such prescription particularly in the cardiopulmonary resuscitation (CPR) or near-CPR conditions.

Our report also has several strengths. The vigorous propensity matching allows us to be able to compare the two closely matched groups for the effect of different bicarbonate concentrations on the outcome. Our paper is also the first report of such association in the literature, which could be used as a hypothesis-generating study for future prospective investigations.

Conclusions

We reported a novel finding regarding the impact of a high bicarbonate solution on the mortality of critically ill patients receiving CRRT. Our results are aligned with previous reports indicating the deleterious effect of intravenous prescription of bicarbonate. Our findings could be utilized as a hypothesis-generating study for the future prospective randomized trials to delineate the side effects of a high bicarbonate solution for CRRT.

Supporting information

S1 Fig. Changes of acid-base related laboratory data during the first 7 days of CRRT in the matched and full cohorts.

https://doi.org/10.1371/journal.pone.0185064.s002

(DOCX)

S2 Fig. Changes in pH among patients who had metabolic alkalosis during the CRRT treatment.

In the matched cohort, among 124 patients in the propensity-matched cohort, only 3 had metabolic alkalosis (defined as pH > 7.43). The trend of pH among these three patients is included in figure (1). Within the full cohort, among 287 patients in the propensity-matched cohort, only 8 had metabolic alkalosis (defined as pH > 7.43). The trend of pH among these three patients is included in (2).

https://doi.org/10.1371/journal.pone.0185064.s003

(DOCX)

S3 Fig. Fluid balance and CRRT dose during the first 7 days of treatment in the matched and full cohorts.

In the matched cohort median (IQR) of serum BUN and Creatinine levels were 47 (35–70), and 2.7 (2.1–3.6) mg/dL, respectively (a). In the full cohort median (IQR) of serum BUN and Creatinine levels were 43 (28–68), and 2.5 (1.7–3.5) mg/dL, respectively (b).

https://doi.org/10.1371/journal.pone.0185064.s004

(DOCX)

References

  1. 1. Bellomo R, Kellum JA, Ronco C. Acute kidney injury. The Lancet. 2012;380(9843):756–66. http://dx.doi.org/10.1016/S0140-6736(11)61454-2.
  2. 2. Kellum JAMDF. Acute kidney injury. Critical Care Medicine Acute Kidney Injury in the ICU. 2008;36(4):S141–S5.
  3. 3. Kellum JA, Sileanu FE, Murugan R, Lucko N, Shaw AD, Clermont G. Classifying AKI by Urine Output versus Serum Creatinine Level. Journal of the American Society of Nephrology. 2015. pmid:25568178
  4. 4. Hsu CY, McCulloch CE, Fan D, Ordonez JD, Chertow GM, Go AS. Community-based incidence of acute renal failure. Kidney international. 2007;72(2):208–12. pmid:17507907.
  5. 5. Wald R, Friedrich J, Bagshaw S, Burns K, Garg A, Hladunewich M, et al. Optimal Mode of clearance in critically ill patients with Acute Kidney Injury (OMAKI)—a pilot randomized controlled trial of hemofiltration versus hemodialysis: a Canadian Critical Care Trials Group project. Critical Care. 2012;16(5):R205. pmid:23095370
  6. 6. Mehta RL, McDonald B, Gabbai FB, Pahl M, Pascual MT, Farkas A, et al. A randomized clinical trial of continuous versus intermittent dialysis for acute renal failure. Kidney international. 2001;60(3):1154–63. pmid:11532112.
  7. 7. Augustine JJ, Sandy D, Seifert TH, Paganini EP. A randomized controlled trial comparing intermittent with continuous dialysis in patients with ARF. American journal of kidney diseases: the official journal of the National Kidney Foundation. 2004;44(6):1000–7. Epub 2004/11/24. pmid:15558520.
  8. 8. Uehlinger DE, Jakob SM, Ferrari P, Eichelberger M, Huynh-Do U, Marti HP, et al. Comparison of continuous and intermittent renal replacement therapy for acute renal failure. Nephrology, dialysis, transplantation: official publication of the European Dialysis and Transplant Association—European Renal Association. 2005;20(8):1630–7. Epub 2005/05/12. pmid:15886217.
  9. 9. Vinsonneau C, Camus C, Combes A, Costa de Beauregard MA, Klouche K, Boulain T, et al. Continuous venovenous haemodiafiltration versus intermittent haemodialysis for acute renal failure in patients with multiple-organ dysfunction syndrome: a multicentre randomised trial. Lancet. 2006;368(9533):379–85. pmid:16876666.
  10. 10. Bagshaw SM, Berthiaume LR, Delaney A, Bellomo R. Continuous versus intermittent renal replacement therapy for critically ill patients with acute kidney injury: A meta-analysis*. Crit Care Med. 2008;36(2):610–7 pmid:18216610
  11. 11. Payen D, Mateo J, Cavaillon JM, Fraisse F, Floriot C, Vicaut E. Impact of continuous venovenous hemofiltration on organ failure during the early phase of severe sepsis: a randomized controlled trial. Critical care medicine. 2009;37(3):803–10. pmid:19237881.
  12. 12. Karvellas CJ, Farhat MR, Sajjad I, Mogensen SS, Leung AA, Wald R, et al. A comparison of early versus late initiation of renal replacement therapy in critically ill patients with acute kidney injury: a systematic review and meta-analysis. Crit Care. 2011;15(1):R72. Epub 2011/03/01. pmid:21352532.
  13. 13. The RRTSI. Intensity of Continuous Renal-Replacement Therapy in Critically Ill Patients. N Engl J Med. 2009;361(17):1627–38. pmid:19846848
  14. 14. Intensity of Renal Support in Critically Ill Patients with Acute Kidney Injury. New England Journal of Medicine. 2008;359(1):7–20. pmid:18492867
  15. 15. Akhoundi A, Singh B, Vela M, Chaudhary S, Monaghan M, Wilson GA, et al. Incidence of Adverse Events during Continuous Renal Replacement Therapy. Blood purification. 2015;39(4):333–9. pmid:26022612
  16. 16. Dellinger RP, Levy MM, Rhodes A, Annane D, Gerlach H, Opal SM, et al. Surviving Sepsis Campaign: International Guidelines for Management of Severe Sepsis and Septic Shock: 2012. Crit Care Med. 2013;41(2):580–637. Epub 2013/01/29. pmid:23353941.
  17. 17. Kraut JA, Madias NE. Metabolic acidosis: pathophysiology, diagnosis and management. Nat Rev Nephrol. 2010;6(5):274–85. pmid:20308999
  18. 18. Jaber S, Jung B, Sebbane M, Ramonatxo M, Capdevila X, Mercier J, et al. Alteration of the piglet diaphragm contractility in vivo and its recovery after acute hypercapnia. Anesthesiology. 2008;108(4):651–8. Epub 2008/03/26. pmid:18362597.
  19. 19. Arieff AI, Gertz EW, Park R, Leach W, Lazarowitz VC. Lactic acidosis and the cardiovascular system in the dog. Clin Sci (Lond). 1983;64(6):573–80. Epub 1983/06/01. pmid:6839663.
  20. 20. Adrogue HJ, Madias NE. Management of life-threatening acid-base disorders. First of two parts. The New England journal of medicine. 1998;338(1):26–34. Epub 1998/01/01 21:21. pmid:9414329.
  21. 21. Richardson DE, Regino CA, Yao H, Johnson JV. Methionine oxidation by peroxymonocarbonate, a reactive oxygen species formed from CO2/bicarbonate and hydrogen peroxide. Free Radic Biol Med. 2003;35(12):1538–50. Epub 2003/12/19. pmid:14680677.
  22. 22. KDIGO. Section 5: Dialysis Interventions for Treatment of AKI. Kidney inter, Suppl. 2012;2(1):89–115.
  23. 23. Rosenbaum PR, Rubin DB. The Central Role of the Propensity Score in Observational Studies for Causal Effects. Biometrika. 1983;70(1):41–55.
  24. 24. Sekhon JS. Multivariate and Propensity Score Matching Software with Automated Balance Optimization: The Matching Package for R. J Stat Softw. 2011;42(7):1–52.
  25. 25. Austin PC. An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies. Multivariate Behavioral Research. 2011;46(3):399–424. pmid:21818162
  26. 26. Normand S-LT, Landrum MB, Guadagnoli E, Ayanian JZ, Ryan TJ, Cleary PD, et al. Validating recommendations for coronary angiography following acute myocardial infarction in the elderly: A matched analysis using propensity scores. Journal of Clinical Epidemiology. 2001;54(4):387–98. http://dx.doi.org/10.1016/S0895-4356(00)00321-8. pmid:11297888
  27. 27. Austin PC. Some Methods of Propensity-Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations. Biometrical Journal. 2009;51(1):171–84. pmid:19197955
  28. 28. Rocktaschel J, Morimatsu H, Uchino S, Ronco C, Bellomo R. Impact of continuous veno-venous hemofiltration on acid-base balance. Int J Artif Organs. 2003;26(1):19–25. Epub 2003/02/27. pmid:12602465.
  29. 29. Vukmir RB, Bircher N, Safar P. Sodium bicarbonate in cardiac arrest: A reappraisal. The American Journal of Emergency Medicine. 1996;14(2):192–206. http://dx.doi.org/10.1016/S0735-6757(96)90133-3. pmid:8924147
  30. 30. Mc EW Jr, Gerdes AJ, Brown EB Jr. Effects of CO2, bicarbonate and pH on the performance of isolated perfused guinea pig hearts. Am J Physiol. 1958;195(2):412–6. Epub 1958/11/01. pmid:13583186.
  31. 31. Cooper DJ, Walley KR, Wiggs BR, Russell JA. Bicarbonate does not improve hemodynamics in critically ill patients who have lactic acidosis. A prospective, controlled clinical study. Ann Intern Med. 1990;112(7):492–8. pmid:2156475.
  32. 32. Mathieu D, Neviere R, Billard V, Fleyfel M, Wattel F. Effects of bicarbonate therapy on hemodynamics and tissue oxygenation in patients with lactic acidosis: a prospective, controlled clinical study. Critical Care Medicine. 1991;19(11):1352–6. pmid:1935152.
  33. 33. Pichette C, Bercovici M, Goldstein M, Stinebaugh B, Tam SC, Halperin M. Elevation of the blood lactate concentration by alkali therapy without requiring additional lactic acid accumulation: theoretical considerations. Critical Care Medicine. 10(5):323–6. pmid:6804171.
  34. 34. Huseby JS, Gumprecht DG. HEmodynamic effects of rapid bolus hypertonic sodium bicarbonate. Chest. 1981;79(5):552–4. pmid:7226933
  35. 35. Gedeborg R, Wiklund L. The biological activity of adrenaline after injection through an intravenous cannula containing alkaline buffer. Resuscitation. 1989;18(1):49–58. pmid:2554446.
  36. 36. Bersin RM, Chatterjee K, Arieff AI. Metabolic and hemodynamic consequences of sodium bicarbonate administration in patients with heart disease. The American Journal of Medicine. 1989;87(1):7–14. http://dx.doi.org/10.1016/S0002-9343(89)80476-0. pmid:2741982
  37. 37. Wu DJ, Mifune J, Taga K, Hifumi S, Takahashi Y, Yamashida S, et al. Anginal attack following a sodium bicarbonate and hydrocortisone injection. Jpn Heart J. 1990;31(1):109–13. Epub 1990/01/01. pmid:2159572.
  38. 38. Grogono AW. Acid-base balance. Int Anesthesiol Clin. 1986;24(1):11–20. pmid:3949404.
  39. 39. Berenyi KJ, Wolk M, Killip T. Cerebrospinal fluid acidosis complicating therapy of experimental cardiopulmonary arrest. Circulation. 1975;52(2):319–24. pmid:238757
  40. 40. Maldonado FA, Weil MH, Tang W, Bisera J, Gazmuri RJ, Johnson B, et al. Myocardial hypercarbic acidosis reduces cardiac resuscitability. Anesthesiology. 1993;78(2):343–52. Epub 1993/02/01. pmid:8439030.
  41. 41. Tang WC, Weil MH, Gazmuri RJ, Bisera J, Rackow EC. Reversible impairment of myocardial contractility due to hypercarbic acidosis in the isolated perfused rat heart. Critical Care Medicine. 1991;19(2):218–24. Epub 1991/02/01. pmid:1899209.
  42. 42. Huseby JS, Gumprecht DG. Hemodynamic effects of rapid bolus hypertonic sodium bicarbonate. Chest. 1981;79(5):552–4. Epub 1981/05/01. pmid:7226933.