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VOLUME 27 , ISSUE 10 ( October, 2023 ) > List of Articles

Original Article

Incidence, Outcomes, and Predictors of Subphenotypes of Acute Kidney Injury among Acute Respiratory Distress Syndrome Patients: A Prospective Observational Study

Thejesh Srinivas

Keywords : Acute respiratory distress syndrome, Acute kidney injury, DRONE score (driving pressure, oxygenation, and nutritional evaluation), Mortality, Non-resolving, Subphenotypes, Serum creatinine trajectory

Citation Information : Srinivas T. Incidence, Outcomes, and Predictors of Subphenotypes of Acute Kidney Injury among Acute Respiratory Distress Syndrome Patients: A Prospective Observational Study. Indian J Crit Care Med 2023; 27 (10):724-731.

DOI: 10.5005/jp-journals-10071-24553

License: CC BY-NC 4.0

Published Online: 29-09-2023

Copyright Statement:  Copyright © 2023; The Author(s).


Abstract

Background: Acute kidney injury (AKI) is a heterogeneous syndrome with subphenotypes. Acute kidney injury is one of the most common complications in acute respiratory distress syndrome (ARDS) patients, which influences mortality. Material and methods: It was a single-center observational study on 266 ARDS patients on invasive mechanical ventilation (IMV) to determine the subphenotypes of AKI associated with ARDS. Subphenotyping was done based on the serum creatinine (SCr) trajectories from day 1 to day 5 of IMV into resolving (subphenotype 1) or non-resolving (subphenotype 2) AKI. Results: Out of 266 ARDS patients, 222 patients were included for data analysis. 141 patients (63.51%) had AKI. The incidence of subphenotype 2 AKI among the ARDS cohort was 78/222 (35.13%). Subphenotype 2 AKI was significantly more among the non-survivors (87.7% vs 36.2 %, p < 0.001). Subphenotype 2 AKI was an independent predictor of mortality among ARDS patients (p < 0.001, adjusted odds ratio 8.978, 95% CI [2.790–28.89]. AKI subphenotype 1 had higher median day 1 SCr than subphenotype 2 but lower levels by day 3 and day 5 of IMV. The median time of survival was 8 days in AKI subphenotype 2 vs 45 days in AKI with subphenotype 1 [Log-Rank (Mantel-Cox) p < 0.001]. The novel DRONE score (Driving pressure, Oxygenation, and Nutritional Evaluation) ≥ 4 predicted subphenotype 2 AKI. Conclusion: The incidence of subphenotype 2 (non-resolving) AKI among ARDS patients on IMV was about 35% (vs 20% subphenotype 1 AKI), and it was an independent predictor of mortality. The DRONE score ≥4 can predict the AKI subphenotype 2. Highlights: The serum creatinine trajectory-based subphenotype of AKI (resolving vs non-resolving) determines survival in ARDS patients. Non-resolving AKI subphenotype 2 is an independent predictor of mortality in ARDS. The novel DRONE score (driving pressure, oxygenation, and nutritional evaluation) ≥ 4 within 48 hours of IMV predicted the AKI subphenotype 2 among ventilated ARDS patients.


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  1. Kallet RH, Lipnick MS, Zhuo H, Pangilinan LP, Gomez A. Characteristics of nonpulmonary organ dysfunction at onset of ARDS based on the Berlin definition. Respir Care 2019;64(5):493–501. DOI: 10.4187/respcare.06165.
  2. Panitchote A, Mehkri O, Hastings A, Hanane T, Demirjian S, Torbic H, et al. Factors associated with acute kidney injury in acute respiratory distress syndrome. Ann Intensive Care 2019;9(1):74. DOI: 10.1186/s13613-019-0552-5. Erratum in: Ann Intensive Care 2019;9(1):84.
  3. Liu KD, Glidden DV, Eisner MD, Parsons PE, Ware LB, Wheeler A, et al. Predictive and pathogenetic value of plasma biomarkers for acute kidney injury in patients with acute lung injury. Crit Care Med 2007;35(12):2755–2761. PMID: 18074478.
  4. Clemens MS, Stewart IJ, Sosnov JA, Howard JT, Belenkiy SM, Sine CR, et al. Reciprocal risk of acute kidney injury and acute respiratory distress syndrome in critically ill burn patients. Crit Care Med 2016;44(10):e915–e922. DOI: 10.1097/CCM.0000000000001812.
  5. Vaara ST, Bhatraju PK, Stanski NL, McMahon BA, Liu K, Joannidis M, et al. Sub-phenotypes in acute kidney injury: a narrative review. Crit Care 2022;26(1):251. DOI: 10.1186/s13054-022-04121-x.
  6. Bhatraju PK, Mukherjee P, Robinson-Cohen C, O’Keefe GE, Frank AJ, Christie JD, et al. Acute kidney injury sub-phenotypes based on creatinine trajectory identifies patients at increased risk of death. Crit Care 2016;20(1):372. DOI: 10.1186/s13054-016-1546-4.
  7. Ostermann M, Zarbock A, Goldstein S, Kashani K, Macedo E, Murugan R, et al. Recommendations on acute kidney injury biomarkers from the acute disease quality initiative consensus conference: A consensus statement. JAMA Netw Open 2020;3(10):e2019209. DOI: 10.1001/jamanetworkopen.2020.19209. Erratum in: JAMA Netw Open 2020;3(11):e2029182.
  8. Smith TD, Soriano VO, Neyra JA, Chen J. Identifying KDIGO trajectory phenotypes associated with increased inpatient mortality. IEEE Int Conf Healthc Inform 2019;2019:10.1109/ichi.2019.8904739. DOI: 10.1109/ichi.2019.8904739.
  9. Saxena A, Meshram S V. Predictors of mortality in acute kidney injury patients admitted to medicine intensive care unit in a rural tertiary care hospital. Indian J Crit Care Med 2018;22(4):231–237. DOI: 10.4103/ijccm.IJCCM_462_17.
  10. Kellum JA, Sileanu FE, Bihorac A, Hoste EA, Chawla LS. Recovery after acute kidney injury. Am J Respir Crit Care Med 2017;195(6):784–791. DOI: 10.1164/rccm.201604-0799OC.
  11. Todur P, Nileshwar A, Chaudhuri S, Shwethapriya R, Shanbhag V, Tatineni S. Development and internal validation of a novel prognostic score to predict mortality in acute respiratory distress syndrome – driving pressure, oxygenation and nutritional evaluation – “DRONE Score”. J Emerg Trauma and Shock 2023.DOI: 10.4103/jets.jets_12_23.
  12. Ata Ur-Rehman HM, Ishtiaq W, Yousaf M, Bano S, Mujahid AM, Akhtar A. Modified nutrition risk in critically ill (mNUTRIC) score to assess nutritional risk in mechanically ventilated patients: A prospective observational study from the Pakistani Population. Cureus 2018;10(12):e3786. DOI: 10.7759/cureus.3786.
  13. Khwaja A. KDIGO clinical practice guidelines for acute kidney injury. Nephron Clin Pract 2012;120(4):c179–c184. DOI: 10.1159/000339789.
  14. Park BD, Faubel S. Acute kidney injury and acute respiratory distress syndrome. Crit Care Clin 2021;37(4):835–849. DOI: 10.1016/j.ccc.2021.05.007.
  15. Andrivet P, Adnot S, Sanker S, Chabrier PE, Macquin-Mavier I, Braquet P, et al. Hormonal interactions and renal function during mechanical ventilation and ANF infusion in humans. J Appl Physiol (1985) 1991;70(1):287–292. DOI: 10.1152/jappl.1991.70.1.287.
  16. McNicholas BA, Rezoagli E, Simpkin AJ, Khanna S, Suen JY, Yeung P, et al.CCCC Consortium. Epidemiology and outcomes of early-onset AKI in COVID-19-related ARDS in comparison with non-COVID-19-related ARDS: Insights from two prospective global cohort studies. Crit Care 2023;27(1):3. DOI: 10.1186/s13054-022-04294-5. Erratum in: Crit Care 2023;27(1):202.
  17. Vashisht R, Duggal A. Acute kidney injury in acute respiratory distress syndrome: Why ventilator settings matter. Ann Transl Med 2020;8(9):573. DOI: 10.21037/atm-20-2163.
  18. Leite TT, Gomes CAM, Valdivia JMC, Libório AB. Respiratory parameters and acute kidney injury in acute respiratory distress syndrome: A causal inference study. Ann Transl Med 2019;7(23):742. DOI: 10.21037/atm.2019.11.92.
  19. Metnitz PG, Krenn CG, Steltzer H, Lang T, Ploder J, Lenz K, et al. Effect of acute renal failure requiring renal replacement therapy on outcome in critically ill patients. Crit Care Med 2002;30(9):2051–2058. DOI: 10.1097/00003246-200209000-00016.
  20. Barbar SD, Clere-Jehl R, Bourredjem A, Hernu R, Montini F, Bruyere R, et al. Timing of renal-replacement therapy in patients with acute kidney injury and sepsis. N Engl J Med 2018;379(15):1431–1442. DOI: 10.1056/NEJMoa1803213.
  21. Amato MB, Meade MO, Slutsky AS, Brochard L, Costa ELV, Schoenfeld DA, et al. Driving pressure and survival in the acute respiratory distress syndrome. N Engl J Med 2015; 372:747–755. DOI: 10.1056/NEJMsa1410639.
  22. Vemuri SV, Rolfsen ML, Sykes AV, Takiar PG, Leonard AJ, Malhotra A, et al. Association between acute kidney injury during invasive mechanical ventilation and ICU outcomes and respiratory system mechanics. Crit Care Explor 2022;4(7):e0720. DOI: 10.1097/CCE.0000000000000720.
  23. Panitchote A, Mehkri O, Hastings A, Hanane T, Demirjian S, Torbic H, et al. Clinical predictors of renal non-recovery in acute respiratory distress syndrome. BMC Nephrol 2019;20(1):255. DOI: 10.1186/s12882-019-1439-2. Erratum in: BMC Nephrol 2019;20(1):286.
  24. Ramakrishnan N, Shankar B. Nutrition support in critically ill patients with AKI. Indian J Crit Care Med 2020;24(Suppl 3):S135-S139. DOI: 10.5005/jp-journals-10071-23397.
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