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Erschienen in: Critical Care 1/2015

Open Access 01.12.2015 | Letter

Propensity matching cannot substitute for randomization in albumin studies

verfasst von: Christian J Wiedermann, Wolfgang Wiedermann

Erschienen in: Critical Care | Ausgabe 1/2015

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See related article by Frenette et al., http://​ccforum.​com/​content/​18/​6/​602

Competing interests

CJW has received fees for speaking and travel reimbursements from manufacturers of plasma-derived therapies (CSL Behring, Kedrion, Baxter). WW declares that he has no competing interests.

Authors’ contributions

CJW developed the concept for the letter and drafted the manuscript. Both authors revised the manuscript and read and approved the final version.
Abkürzungen
AKI
Acute kidney injury
ALBIOS
Albumin Italian Outcome Sepsis
Large randomized trials such as the Albumin Italian Outcome Sepsis (ALBIOS) trial involving 1,818 patients with severe sepsis have revealed no evidence of acute kidney injury (AKI) attributable to albumin infusion [1]. Such results are difficult to reconcile with an association between albumin and AKI in the retrospective study by Frenette and colleagues of 984 cardiac surgery patients receiving 6% hydroxyethyl starch 130/0.4, 10% pentastarch, 5% albumin and/or 25% albumin in unspecified combinations [2]. Those investigators criticize the ALBIOS trial for a lack of data on timing of AKI in relation to albumin infusion, but that is also among the shortcomings of their own study. Baseline data are not stratified by colloid group, so imbalances cannot be assessed. The dose–response analysis is univariate only. The propensity matching did not include known independent risk factors for AKI such as preoperative hypoalbuminemia [3] and cardiac catheterization [4]. Furthermore, the matching failed to achieve satisfactory balance, since there remained a significant difference in concomitant pentastarch dose.
Frenette and colleagues misinterpret a study on the robustness of propensity scores [5] as suggesting that their study may have underestimated AKI risk associated with albumin infusion. The study showed that mortality was decreased by albumin in randomized trials of critically ill patients with an odds ratio of 0.82 and a 95% confidence interval of 0.67 to 1.00, but mortality was increased with propensity score matching of observational study data (odds ratio, 2.02; confidence interval, 1.43 to 2.84). The difference was significant (ratio of odds ratio, 0.43; confidence interval, 0.29 to 0.63). Thus, propensity scores evidently cannot overcome the tendency to use albumin as salvage treatment in sicker patients.

Authors’ response

Josée Bouchard, Anne Julie Frenette, Stéphan Troyanov and David R Williamson
We agree with Wiedermann and Wiedermann that propensity scores will never replace randomized controlled trials. However, the study design of the ALBIOS trial differed from our study on several points [1]. In the ALBIOS trial, albumin was administered to patients with hypoalbuminemia and severe sepsis or shock according to albumin levels, and not according to the clinical context. In addition, the mean daily dose of albumin administered was substantially lower in this randomized trial (0.4 mg/kg/day over the first 7 days vs 0.9 mg/kg/day in our study) and the period of administration was much longer than our study (28 days vs 36 hours in our study) [1,2]. The timing of AKI in relation to albumin administration was not detailed in the ALBIOS trial, while we summarized these results in a figure and in the text.
Regarding our study, the unbalanced results from the matching of our propensity score would have biased the results toward a decreased AKI rate in the albumin group. In addition, the percentage of patients undergoing cardiac catheterization was similar between the no albumin and albumin groups in the propensity score (27.0% vs 25.5%, P = 0.79). As mentioned, our study does not provide a definitive answer on the use of albumin in patients undergoing cardiac surgery. Future studies should be performed on the use of albumin in surgical populations.

Acknowledgements

This letter is solely the work product of the authors. No other individual or organization made any substantial contribution to the creation and revision of the letter.
This article is licensed under a Creative Commons Attribution 4.0 International 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://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Competing interests

CJW has received fees for speaking and travel reimbursements from manufacturers of plasma-derived therapies (CSL Behring, Kedrion, Baxter). WW declares that he has no competing interests.

Authors’ contributions

CJW developed the concept for the letter and drafted the manuscript. Both authors revised the manuscript and read and approved the final version.
Literatur
1.
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2.
Zurück zum Zitat Frenette AJ, Bouchard J, Bernier P, Charbonneau A, Nguyen LT, Rioux J-P, et al. Albumin administration is associated with acute kidney injury in cardiac surgery: a propensity score analysis. Crit Care. 2014;18:602.CrossRef Frenette AJ, Bouchard J, Bernier P, Charbonneau A, Nguyen LT, Rioux J-P, et al. Albumin administration is associated with acute kidney injury in cardiac surgery: a propensity score analysis. Crit Care. 2014;18:602.CrossRef
3.
Zurück zum Zitat Lee EH, Baek SH, Chin JH, Choi DK, Son HJ, Kim WJ, et al. Preoperative hypoalbuminemia is a major risk factor for acute kidney injury following off-pump coronary artery bypass surgery. Intensive Care Med. 2012;38:1478–86.CrossRef Lee EH, Baek SH, Chin JH, Choi DK, Son HJ, Kim WJ, et al. Preoperative hypoalbuminemia is a major risk factor for acute kidney injury following off-pump coronary artery bypass surgery. Intensive Care Med. 2012;38:1478–86.CrossRef
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Zurück zum Zitat Del Duca D, Iqbal S, Rahme E, Goldberg P, de Varennes B. Renal failure after cardiac surgery: timing of cardiac catheterization and other perioperative risk factors. Ann Thorac Surg. 2007;84:1264–71.CrossRef Del Duca D, Iqbal S, Rahme E, Goldberg P, de Varennes B. Renal failure after cardiac surgery: timing of cardiac catheterization and other perioperative risk factors. Ann Thorac Surg. 2007;84:1264–71.CrossRef
5.
Zurück zum Zitat Zhang Z, Ni H, Xu X. Observational studies using propensity score analysis underestimated the effect sizes in critical care medicine. J Clin Epidemiol. 2014;67:932–9.CrossRef Zhang Z, Ni H, Xu X. Observational studies using propensity score analysis underestimated the effect sizes in critical care medicine. J Clin Epidemiol. 2014;67:932–9.CrossRef
Metadaten
Titel
Propensity matching cannot substitute for randomization in albumin studies
verfasst von
Christian J Wiedermann
Wolfgang Wiedermann
Publikationsdatum
01.12.2015
Verlag
BioMed Central
Erschienen in
Critical Care / Ausgabe 1/2015
Elektronische ISSN: 1364-8535
DOI
https://doi.org/10.1186/s13054-015-0786-z

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