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Published in: Intensive Care Medicine 9/2023

08-08-2023 | Acute Kidney Injury | Review

Precision management of acute kidney injury in the intensive care unit: current state of the art

Authors: Natalja L. Stanski, Camila E. Rodrigues, Michael Strader, Patrick T. Murray, Zoltan H. Endre, Sean M. Bagshaw

Published in: Intensive Care Medicine | Issue 9/2023

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Abstract

Acute kidney injury (AKI) is a prototypical example of a common syndrome in critical illness defined by consensus. The consensus definition for AKI, traditionally defined using only serum creatinine and urine output, was needed to standardize the description for epidemiology and to harmonize eligibility for clinical trials. However, AKI is not a simple disease, but rather a complex and multi-factorial syndrome characterized by a wide spectrum of pathobiology. AKI is now recognized to be comprised of numerous sub-phenotypes that can be discriminated through shared features such as etiology, prognosis, or common pathobiological mechanisms of injury and damage. The characterization of sub-phenotypes can serve to enable prognostic enrichment (i.e., identify subsets of patients more likely to share an outcome of interest) and predictive enrichment (identify subsets of patients more likely to respond favorably to a given therapy). Existing and emerging biomarkers will aid in discriminating sub-phenotypes of AKI, facilitate expansion of diagnostic criteria, and be leveraged to realize personalized approaches to management, particularly for recognizing treatment-responsive mechanisms (i.e., endotypes) and targets for intervention (i.e., treatable traits). Specific biomarkers (e.g., serum renin; olfactomedin 4 (OLFM4); interleukin (IL)-9) may further enable identification of pathobiological mechanisms to serve as treatment targets. However, even non-specific biomarkers of kidney injury (e.g., neutrophil gelatinase-associated lipocalin, NGAL; [tissue inhibitor of metalloproteinases 2, TIMP2]·[insulin like growth factor binding protein 7, IGFBP7]; kidney injury molecule 1, KIM-1) can direct greater precision management for specific sub-phenotypes of AKI. This review will summarize these evolving concepts and recent innovations in precision medicine approaches to the syndrome of AKI in critical illness, along with providing examples of how they can be leveraged to guide patient care.
Literature
1.
go back to reference Zarbock A, Nadim MK, Pickkers P, Gomez H, Bell S, Joannidis M, Kashani K, Koyner JL, Pannu N, Meersch M et al (2023) Sepsis-associated acute kidney injury: consensus report of the 28th Acute Disease Quality Initiative workgroup. Nat Rev Nephrol 19:401–417PubMedCrossRef Zarbock A, Nadim MK, Pickkers P, Gomez H, Bell S, Joannidis M, Kashani K, Koyner JL, Pannu N, Meersch M et al (2023) Sepsis-associated acute kidney injury: consensus report of the 28th Acute Disease Quality Initiative workgroup. Nat Rev Nephrol 19:401–417PubMedCrossRef
2.
go back to reference Ferguson ND, Fan E, Camporota L, Antonelli M, Anzueto A, Beale R, Brochard L, Brower R, Esteban A, Gattinoni L et al (2012) The Berlin definition of ARDS: an expanded rationale, justification, and supplementary material. Intensive Care Med 38(10):1573–1582PubMedCrossRef Ferguson ND, Fan E, Camporota L, Antonelli M, Anzueto A, Beale R, Brochard L, Brower R, Esteban A, Gattinoni L et al (2012) The Berlin definition of ARDS: an expanded rationale, justification, and supplementary material. Intensive Care Med 38(10):1573–1582PubMedCrossRef
3.
go back to reference Force ADT, Ranieri VM, Rubenfeld GD, Thompson BT, Ferguson ND, Caldwell E, Fan E, Camporota L, Slutsky AS (2012) Acute respiratory distress syndrome: the Berlin Definition. JAMA 307(23):2526–2533 Force ADT, Ranieri VM, Rubenfeld GD, Thompson BT, Ferguson ND, Caldwell E, Fan E, Camporota L, Slutsky AS (2012) Acute respiratory distress syndrome: the Berlin Definition. JAMA 307(23):2526–2533
4.
go back to reference Disease K (2012) Improving Global Outcomes: KDIGO Clinical Practice Guidelines for Acute Kidney Injury. Kidney Int 2:1–138 Disease K (2012) Improving Global Outcomes: KDIGO Clinical Practice Guidelines for Acute Kidney Injury. Kidney Int 2:1–138
5.
go back to reference Seymour CW, Kennedy JN, Wang S, Chang CH, Elliott CF, Xu Z, Berry S, Clermont G, Cooper G, Gomez H et al (2019) Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. JAMA 321(20):2003–2017PubMedPubMedCentralCrossRef Seymour CW, Kennedy JN, Wang S, Chang CH, Elliott CF, Xu Z, Berry S, Clermont G, Cooper G, Gomez H et al (2019) Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. JAMA 321(20):2003–2017PubMedPubMedCentralCrossRef
6.
7.
go back to reference Maslove DM, Tang B, Shankar-Hari M, Lawler PR, Angus DC, Baillie JK, Baron RM, Bauer M, Buchman TG, Calfee CS et al (2022) Redefining critical illness. Nat Med 28(6):1141–1148PubMedCrossRef Maslove DM, Tang B, Shankar-Hari M, Lawler PR, Angus DC, Baillie JK, Baron RM, Bauer M, Buchman TG, Calfee CS et al (2022) Redefining critical illness. Nat Med 28(6):1141–1148PubMedCrossRef
8.
go back to reference Reddy K, Sinha P, O’Kane CM, Gordon AC, Calfee CS, McAuley DF (2020) Subphenotypes in critical care: translation into clinical practice. Lancet Respir Med 8(6):631–643PubMedCrossRef Reddy K, Sinha P, O’Kane CM, Gordon AC, Calfee CS, McAuley DF (2020) Subphenotypes in critical care: translation into clinical practice. Lancet Respir Med 8(6):631–643PubMedCrossRef
9.
go back to reference Vaara ST, Bhatraju PK, Stanski NL, McMahon BA, Liu K, Joannidis M, Bagshaw SM (2022) Subphenotypes in acute kidney injury: a narrative review. Crit Care 26(1):251PubMedPubMedCentralCrossRef Vaara ST, Bhatraju PK, Stanski NL, McMahon BA, Liu K, Joannidis M, Bagshaw SM (2022) Subphenotypes in acute kidney injury: a narrative review. Crit Care 26(1):251PubMedPubMedCentralCrossRef
10.
go back to reference Krewulak KD, Stelfox HT, Ely EW, Fiest KM (2020) Risk factors and outcomes among delirium subtypes in adult ICUs: A systematic review. J Crit Care 56:257–264PubMedCrossRef Krewulak KD, Stelfox HT, Ely EW, Fiest KM (2020) Risk factors and outcomes among delirium subtypes in adult ICUs: A systematic review. J Crit Care 56:257–264PubMedCrossRef
11.
go back to reference Neyton LPA, Zheng X, Skouras C, Doeschl-Wilson A, Gutmann MU, Uings I, Rao FV, Nicolas A, Marshall C, Wilson LM et al (2022) Molecular Patterns in Acute Pancreatitis Reflect Generalizable Endotypes of the Host Response to Systemic Injury in Humans. Ann Surg 275(2):e453–e462PubMedCrossRef Neyton LPA, Zheng X, Skouras C, Doeschl-Wilson A, Gutmann MU, Uings I, Rao FV, Nicolas A, Marshall C, Wilson LM et al (2022) Molecular Patterns in Acute Pancreatitis Reflect Generalizable Endotypes of the Host Response to Systemic Injury in Humans. Ann Surg 275(2):e453–e462PubMedCrossRef
12.
go back to reference Calfee CS, Delucchi K, Parsons PE, Thompson BT, Ware LB, Matthay MA, Network NA (2014) Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med 2(8):611–620PubMedPubMedCentralCrossRef Calfee CS, Delucchi K, Parsons PE, Thompson BT, Ware LB, Matthay MA, Network NA (2014) Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med 2(8):611–620PubMedPubMedCentralCrossRef
13.
go back to reference Calfee CS, Delucchi KL, Sinha P, Matthay MA, Hackett J, Shankar-Hari M, McDowell C, Laffey JG, O’Kane CM, McAuley DF et al (2018) Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial. Lancet Respir Med 6(9):691–698PubMedPubMedCentralCrossRef Calfee CS, Delucchi KL, Sinha P, Matthay MA, Hackett J, Shankar-Hari M, McDowell C, Laffey JG, O’Kane CM, McAuley DF et al (2018) Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial. Lancet Respir Med 6(9):691–698PubMedPubMedCentralCrossRef
14.
go back to reference Rodrigues CE, Endre ZH (2023) Definitions, phenotypes, and subphenotypes in acute kidney injury-Moving towards precision medicine. Nephrology (Carlton) 28(2):83–96PubMedCrossRef Rodrigues CE, Endre ZH (2023) Definitions, phenotypes, and subphenotypes in acute kidney injury-Moving towards precision medicine. Nephrology (Carlton) 28(2):83–96PubMedCrossRef
15.
go back to reference de Caestecker M, Humphreys BD, Liu KD, Fissell WH, Cerda J, Nolin TD, Askenazi D, Mour G, Harrell FE Jr, Pullen N et al (2015) Bridging Translation by Improving Preclinical Study Design in AKI. J Am Soc Nephrol 26(12):2905–2916PubMedPubMedCentralCrossRef de Caestecker M, Humphreys BD, Liu KD, Fissell WH, Cerda J, Nolin TD, Askenazi D, Mour G, Harrell FE Jr, Pullen N et al (2015) Bridging Translation by Improving Preclinical Study Design in AKI. J Am Soc Nephrol 26(12):2905–2916PubMedPubMedCentralCrossRef
16.
go back to reference Liu KD, Humphreys BD, Endre ZH (2017) The ten barriers for translation of animal data on AKI to the clinical setting. Intensive Care Med 43(6):898–900PubMedPubMedCentralCrossRef Liu KD, Humphreys BD, Endre ZH (2017) The ten barriers for translation of animal data on AKI to the clinical setting. Intensive Care Med 43(6):898–900PubMedPubMedCentralCrossRef
17.
go back to reference Ostermann M, Zarbock A, Goldstein S, Kashani K, Macedo E, Murugan R, Bell M, Forni L, Guzzi L, Joannidis M et al (2020) Recommendations on Acute Kidney Injury Biomarkers From the Acute Disease Quality Initiative Consensus Conference: A Consensus Statement. JAMA Netw Open 3(10):e2019209PubMedCrossRef Ostermann M, Zarbock A, Goldstein S, Kashani K, Macedo E, Murugan R, Bell M, Forni L, Guzzi L, Joannidis M et al (2020) Recommendations on Acute Kidney Injury Biomarkers From the Acute Disease Quality Initiative Consensus Conference: A Consensus Statement. JAMA Netw Open 3(10):e2019209PubMedCrossRef
18.
go back to reference Juncos LA, Wieruszewski PM, Kashani K (2022) Pathophysiology of Acute Kidney Injury in Critical Illness: A Narrative Review. Compr Physiol 12(4):3767–3780PubMedCrossRef Juncos LA, Wieruszewski PM, Kashani K (2022) Pathophysiology of Acute Kidney Injury in Critical Illness: A Narrative Review. Compr Physiol 12(4):3767–3780PubMedCrossRef
19.
go back to reference Pickkers P, Darmon M, Hoste E, Joannidis M, Legrand M, Ostermann M, Prowle JR, Schneider A, Schetz M (2021) Acute kidney injury in the critically ill: an updated review on pathophysiology and management. Intensive Care Med 47(8):835–850PubMedPubMedCentralCrossRef Pickkers P, Darmon M, Hoste E, Joannidis M, Legrand M, Ostermann M, Prowle JR, Schneider A, Schetz M (2021) Acute kidney injury in the critically ill: an updated review on pathophysiology and management. Intensive Care Med 47(8):835–850PubMedPubMedCentralCrossRef
21.
go back to reference Basile DP, Donohoe D, Roethe K, Osborn JL (2001) Renal ischemic injury results in permanent damage to peritubular capillaries and influences long-term function. Am J Physiol Renal Physiol 281(5):F887-899PubMedCrossRef Basile DP, Donohoe D, Roethe K, Osborn JL (2001) Renal ischemic injury results in permanent damage to peritubular capillaries and influences long-term function. Am J Physiol Renal Physiol 281(5):F887-899PubMedCrossRef
22.
go back to reference Funk JA, Schnellmann RG (2012) Persistent disruption of mitochondrial homeostasis after acute kidney injury. Am J Physiol Renal Physiol 302(7):F853-864PubMedCrossRef Funk JA, Schnellmann RG (2012) Persistent disruption of mitochondrial homeostasis after acute kidney injury. Am J Physiol Renal Physiol 302(7):F853-864PubMedCrossRef
23.
go back to reference Jiang M, Wei Q, Dong G, Komatsu M, Su Y, Dong Z (2012) Autophagy in proximal tubules protects against acute kidney injury. Kidney Int 82(12):1271–1283PubMedPubMedCentralCrossRef Jiang M, Wei Q, Dong G, Komatsu M, Su Y, Dong Z (2012) Autophagy in proximal tubules protects against acute kidney injury. Kidney Int 82(12):1271–1283PubMedPubMedCentralCrossRef
24.
go back to reference Lee S, Huen S, Nishio H, Nishio S, Lee HK, Choi BS, Ruhrberg C, Cantley LG (2011) Distinct macrophage phenotypes contribute to kidney injury and repair. J Am Soc Nephrol 22(2):317–326PubMedPubMedCentralCrossRef Lee S, Huen S, Nishio H, Nishio S, Lee HK, Choi BS, Ruhrberg C, Cantley LG (2011) Distinct macrophage phenotypes contribute to kidney injury and repair. J Am Soc Nephrol 22(2):317–326PubMedPubMedCentralCrossRef
25.
go back to reference Yang L, Besschetnova TY, Brooks CR, Shah JV, Bonventre JV (2010) Epithelial cell cycle arrest in G2/M mediates kidney fibrosis after injury. Nat Med 16(5):535–543PubMedPubMedCentralCrossRef Yang L, Besschetnova TY, Brooks CR, Shah JV, Bonventre JV (2010) Epithelial cell cycle arrest in G2/M mediates kidney fibrosis after injury. Nat Med 16(5):535–543PubMedPubMedCentralCrossRef
26.
go back to reference Nejat M, Pickering JW, Walker RJ, Westhuyzen J, Shaw GM, Frampton CM, Endre ZH (2010) Urinary cystatin C is diagnostic of acute kidney injury and sepsis, and predicts mortality in the intensive care unit. Crit Care 14(3):R85PubMedPubMedCentralCrossRef Nejat M, Pickering JW, Walker RJ, Westhuyzen J, Shaw GM, Frampton CM, Endre ZH (2010) Urinary cystatin C is diagnostic of acute kidney injury and sepsis, and predicts mortality in the intensive care unit. Crit Care 14(3):R85PubMedPubMedCentralCrossRef
27.
go back to reference Khorashadi M, Beunders R, Pickkers P, Legrand M (2020) Proenkephalin: A New Biomarker for Glomerular Filtration Rate and Acute Kidney Injury. Nephron 144(12):655–661PubMedCrossRef Khorashadi M, Beunders R, Pickkers P, Legrand M (2020) Proenkephalin: A New Biomarker for Glomerular Filtration Rate and Acute Kidney Injury. Nephron 144(12):655–661PubMedCrossRef
28.
go back to reference Andrew BY, Pieper CF, Cherry AD, Pendergast JF, Privratsky JR, Mathew JP, Stafford-Smith M (2022) Identification of Trajectory-Based Acute Kidney Injury Phenotypes Among Cardiac Surgery Patients. Ann Thorac Surg 114(6):2235–2243PubMedCrossRef Andrew BY, Pieper CF, Cherry AD, Pendergast JF, Privratsky JR, Mathew JP, Stafford-Smith M (2022) Identification of Trajectory-Based Acute Kidney Injury Phenotypes Among Cardiac Surgery Patients. Ann Thorac Surg 114(6):2235–2243PubMedCrossRef
29.
go back to reference Bhatraju PK, Mukherjee P, Robinson-Cohen C, O’Keefe GE, Frank AJ, Christie JD, Meyer NJ, Liu KD, Matthay MA, Calfee CS et al (2016) Acute kidney injury subphenotypes based on creatinine trajectory identifies patients at increased risk of death. Crit Care 20(1):372PubMedPubMedCentralCrossRef Bhatraju PK, Mukherjee P, Robinson-Cohen C, O’Keefe GE, Frank AJ, Christie JD, Meyer NJ, Liu KD, Matthay MA, Calfee CS et al (2016) Acute kidney injury subphenotypes based on creatinine trajectory identifies patients at increased risk of death. Crit Care 20(1):372PubMedPubMedCentralCrossRef
31.
go back to reference Pickkers P, Mehta RL, Murray PT, Joannidis M, Molitoris BA, Kellum JA, Bachler M, Hoste EAJ, Hoiting O, Krell K et al (2018) Effect of Human Recombinant Alkaline Phosphatase on 7-Day Creatinine Clearance in Patients With Sepsis-Associated Acute Kidney Injury: A Randomized Clinical Trial. JAMA 320(19):1998–2009PubMedPubMedCentralCrossRef Pickkers P, Mehta RL, Murray PT, Joannidis M, Molitoris BA, Kellum JA, Bachler M, Hoste EAJ, Hoiting O, Krell K et al (2018) Effect of Human Recombinant Alkaline Phosphatase on 7-Day Creatinine Clearance in Patients With Sepsis-Associated Acute Kidney Injury: A Randomized Clinical Trial. JAMA 320(19):1998–2009PubMedPubMedCentralCrossRef
32.
go back to reference Xu K, Rosenstiel P, Paragas N, Hinze C, Gao X, Huai Shen T, Werth M, Forster C, Deng R, Bruck E et al (2017) Unique Transcriptional Programs Identify Subtypes of AKI. J Am Soc Nephrol 28(6):1729–1740PubMedCrossRef Xu K, Rosenstiel P, Paragas N, Hinze C, Gao X, Huai Shen T, Werth M, Forster C, Deng R, Bruck E et al (2017) Unique Transcriptional Programs Identify Subtypes of AKI. J Am Soc Nephrol 28(6):1729–1740PubMedCrossRef
33.
go back to reference Endre ZH, Kellum JA, Di Somma S, Doi K, Goldstein SL, Koyner JL, Macedo E, Mehta RL, Murray PT (2013) Differential diagnosis of AKI in clinical practice by functional and damage biomarkers: workgroup statements from the tenth Acute Dialysis Quality Initiative Consensus Conference. Contrib Nephrol 182:30–44PubMedCrossRef Endre ZH, Kellum JA, Di Somma S, Doi K, Goldstein SL, Koyner JL, Macedo E, Mehta RL, Murray PT (2013) Differential diagnosis of AKI in clinical practice by functional and damage biomarkers: workgroup statements from the tenth Acute Dialysis Quality Initiative Consensus Conference. Contrib Nephrol 182:30–44PubMedCrossRef
34.
go back to reference Gocze I, Jauch D, Gotz M, Kennedy P, Jung B, Zeman F, Gnewuch C, Graf BM, Gnann W, Banas B et al (2018) Biomarker-guided Intervention to Prevent Acute Kidney Injury After Major Surgery: The Prospective Randomized BigpAK Study. Ann Surg 267(6):1013–1020PubMedCrossRef Gocze I, Jauch D, Gotz M, Kennedy P, Jung B, Zeman F, Gnewuch C, Graf BM, Gnann W, Banas B et al (2018) Biomarker-guided Intervention to Prevent Acute Kidney Injury After Major Surgery: The Prospective Randomized BigpAK Study. Ann Surg 267(6):1013–1020PubMedCrossRef
35.
go back to reference Meersch M, Schmidt C, Hoffmeier A, Van Aken H, Wempe C, Gerss J, Zarbock A (2017) Prevention of cardiac surgery-associated AKI by implementing the KDIGO guidelines in high risk patients identified by biomarkers: the PrevAKI randomized controlled trial. Intensive Care Med 43(11):1551–1561PubMedPubMedCentralCrossRef Meersch M, Schmidt C, Hoffmeier A, Van Aken H, Wempe C, Gerss J, Zarbock A (2017) Prevention of cardiac surgery-associated AKI by implementing the KDIGO guidelines in high risk patients identified by biomarkers: the PrevAKI randomized controlled trial. Intensive Care Med 43(11):1551–1561PubMedPubMedCentralCrossRef
36.
go back to reference Johnson ACM, Zager RA (2018) Mechanisms Underlying Increased TIMP2 and IGFBP7 Urinary Excretion in Experimental AKI. J Am Soc Nephrol 29(8):2157–2167PubMedPubMedCentralCrossRef Johnson ACM, Zager RA (2018) Mechanisms Underlying Increased TIMP2 and IGFBP7 Urinary Excretion in Experimental AKI. J Am Soc Nephrol 29(8):2157–2167PubMedPubMedCentralCrossRef
37.
38.
go back to reference Delucchi K, Famous KR, Ware LB, Parsons PE, Thompson BT, Calfee CS, Network A (2018) Stability of ARDS subphenotypes over time in two randomised controlled trials. Thorax 73(5):439–445PubMedCrossRef Delucchi K, Famous KR, Ware LB, Parsons PE, Thompson BT, Calfee CS, Network A (2018) Stability of ARDS subphenotypes over time in two randomised controlled trials. Thorax 73(5):439–445PubMedCrossRef
39.
go back to reference Maddali MV, Churpek M, Pham T, Rezoagli E, Zhuo H, Zhao W, He J, Delucchi KL, Wang C, Wickersham N et al (2022) Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis. Lancet Respir Med 10(4):367–377PubMedPubMedCentralCrossRef Maddali MV, Churpek M, Pham T, Rezoagli E, Zhuo H, Zhao W, He J, Delucchi KL, Wang C, Wickersham N et al (2022) Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis. Lancet Respir Med 10(4):367–377PubMedPubMedCentralCrossRef
40.
go back to reference Sanchez-Pinto LN, Stroup EK, Pendergrast T, Pinto N, Luo Y (2020) Derivation and Validation of Novel Phenotypes of Multiple Organ Dysfunction Syndrome in Critically Ill Children. JAMA Netw Open 3(8):e209271PubMedPubMedCentralCrossRef Sanchez-Pinto LN, Stroup EK, Pendergrast T, Pinto N, Luo Y (2020) Derivation and Validation of Novel Phenotypes of Multiple Organ Dysfunction Syndrome in Critically Ill Children. JAMA Netw Open 3(8):e209271PubMedPubMedCentralCrossRef
41.
go back to reference Chaudhary K, Vaid A, Duffy A, Paranjpe I, Jaladanki S, Paranjpe M, Johnson K, Gokhale A, Pattharanitima P, Chauhan K et al (2020) Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury. Clin J Am Soc Nephrol 15(11):1557–1565PubMedPubMedCentralCrossRef Chaudhary K, Vaid A, Duffy A, Paranjpe I, Jaladanki S, Paranjpe M, Johnson K, Gokhale A, Pattharanitima P, Chauhan K et al (2020) Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury. Clin J Am Soc Nephrol 15(11):1557–1565PubMedPubMedCentralCrossRef
42.
go back to reference Bhatraju PK, Zelnick LR, Herting J, Katz R, Mikacenic C, Kosamo S, Morrell ED, Robinson-Cohen C, Calfee CS, Christie JD et al (2019) Identification of Acute Kidney Injury Subphenotypes with Differing Molecular Signatures and Responses to Vasopressin Therapy. Am J Respir Crit Care Med 199(7):863–872PubMedPubMedCentralCrossRef Bhatraju PK, Zelnick LR, Herting J, Katz R, Mikacenic C, Kosamo S, Morrell ED, Robinson-Cohen C, Calfee CS, Christie JD et al (2019) Identification of Acute Kidney Injury Subphenotypes with Differing Molecular Signatures and Responses to Vasopressin Therapy. Am J Respir Crit Care Med 199(7):863–872PubMedPubMedCentralCrossRef
43.
go back to reference Wiersema R, Jukarainen S, Vaara ST, Poukkanen M, Lakkisto P, Wong H, Linder A, van der Horst ICC, Pettila V (2020) Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery. Crit Care 24(1):150PubMedPubMedCentralCrossRef Wiersema R, Jukarainen S, Vaara ST, Poukkanen M, Lakkisto P, Wong H, Linder A, van der Horst ICC, Pettila V (2020) Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery. Crit Care 24(1):150PubMedPubMedCentralCrossRef
44.
go back to reference Bhatraju PK, Cohen M, Nagao RJ, Morrell ED, Kosamo S, Chai XY, Nance R, Dmyterko V, Delaney J, Christie JD et al (2020) Genetic variation implicates plasma angiopoietin-2 in the development of acute kidney injury sub-phenotypes. BMC Nephrol 21(1):284PubMedPubMedCentralCrossRef Bhatraju PK, Cohen M, Nagao RJ, Morrell ED, Kosamo S, Chai XY, Nance R, Dmyterko V, Delaney J, Christie JD et al (2020) Genetic variation implicates plasma angiopoietin-2 in the development of acute kidney injury sub-phenotypes. BMC Nephrol 21(1):284PubMedPubMedCentralCrossRef
45.
go back to reference Vasquez-Rios G, Oh W, Lee S, Bhatraju P, Mansour SG, Moledina DG, Gulamali FF, Siew ED, Garg AX, Sarder P et al (2023) Joint modeling of clinical and biomarker data in acute kidney injury defines unique subphenotypes with differing outcomes: The ASSESS-AKI Study. Clin J Am Soc Nephrol 18(6):716–726PubMedCrossRef Vasquez-Rios G, Oh W, Lee S, Bhatraju P, Mansour SG, Moledina DG, Gulamali FF, Siew ED, Garg AX, Sarder P et al (2023) Joint modeling of clinical and biomarker data in acute kidney injury defines unique subphenotypes with differing outcomes: The ASSESS-AKI Study. Clin J Am Soc Nephrol 18(6):716–726PubMedCrossRef
46.
go back to reference Zador Z, Landry A, Cusimano MD, Geifman N (2019) Multimorbidity states associated with higher mortality rates in organ dysfunction and sepsis: a data-driven analysis in critical care. Crit Care 23(1):247PubMedPubMedCentralCrossRef Zador Z, Landry A, Cusimano MD, Geifman N (2019) Multimorbidity states associated with higher mortality rates in organ dysfunction and sepsis: a data-driven analysis in critical care. Crit Care 23(1):247PubMedPubMedCentralCrossRef
47.
go back to reference Fiorentino M, Xu Z, Smith A, Singbartl K, Palevsky PM, Chawla LS, Huang DT, Yealy DM, Angus DC, Kellum JA et al (2020) Serial Measurement of Cell-Cycle Arrest Biomarkers [TIMP-2]. [IGFBP7] and Risk for Progression to Death, Dialysis, or Severe Acute Kidney Injury in Patients with Septic Shock. Am J Respir Crit Care Med 202(9):1262–1270PubMedPubMedCentralCrossRef Fiorentino M, Xu Z, Smith A, Singbartl K, Palevsky PM, Chawla LS, Huang DT, Yealy DM, Angus DC, Kellum JA et al (2020) Serial Measurement of Cell-Cycle Arrest Biomarkers [TIMP-2]. [IGFBP7] and Risk for Progression to Death, Dialysis, or Severe Acute Kidney Injury in Patients with Septic Shock. Am J Respir Crit Care Med 202(9):1262–1270PubMedPubMedCentralCrossRef
48.
go back to reference Goldstein SL, Akcan-Arikan A, Alobaidi R, Askenazi DJ, Bagshaw SM, Barhight M, Barreto E, Bayrakci B, Bignall ONR, Bjornstad E et al (2022) Consensus-Based Recommendations on Priority Activities to Address Acute Kidney Injury in Children: A Modified Delphi Consensus Statement. JAMA Netw Open 5(9):e2229442PubMedPubMedCentralCrossRef Goldstein SL, Akcan-Arikan A, Alobaidi R, Askenazi DJ, Bagshaw SM, Barhight M, Barreto E, Bayrakci B, Bignall ONR, Bjornstad E et al (2022) Consensus-Based Recommendations on Priority Activities to Address Acute Kidney Injury in Children: A Modified Delphi Consensus Statement. JAMA Netw Open 5(9):e2229442PubMedPubMedCentralCrossRef
49.
go back to reference Hukriede NA, Soranno DE, Sander V, Perreau T, Starr MC, Yuen PST, Siskind LJ, Hutchens MP, Davidson AJ, Burmeister DM et al (2022) Experimental models of acute kidney injury for translational research. Nat Rev Nephrol 18(5):277–293PubMedCrossRef Hukriede NA, Soranno DE, Sander V, Perreau T, Starr MC, Yuen PST, Siskind LJ, Hutchens MP, Davidson AJ, Burmeister DM et al (2022) Experimental models of acute kidney injury for translational research. Nat Rev Nephrol 18(5):277–293PubMedCrossRef
50.
51.
go back to reference Stanski NL, Stenson EK, Cvijanovich NZ, Weiss SL, Fitzgerald JC, Bigham MT, Jain PN, Schwarz A, Lutfi R, Nowak J et al (2020) PERSEVERE Biomarkers Predict Severe Acute Kidney Injury and Renal Recovery in Pediatric Septic Shock. Am J Respir Crit Care Med 201(7):848–855PubMedPubMedCentralCrossRef Stanski NL, Stenson EK, Cvijanovich NZ, Weiss SL, Fitzgerald JC, Bigham MT, Jain PN, Schwarz A, Lutfi R, Nowak J et al (2020) PERSEVERE Biomarkers Predict Severe Acute Kidney Injury and Renal Recovery in Pediatric Septic Shock. Am J Respir Crit Care Med 201(7):848–855PubMedPubMedCentralCrossRef
52.
53.
go back to reference Horiuchi Y, Wettersten N, van Veldhuisen DJ, Mueller C, Filippatos G, Nowak R, Hogan C, Kontos MC, Cannon CM, Mueller GA et al (2022) Decongestion, kidney injury and prognosis in patients with acute heart failure. Int J Cardiol 354:29–37PubMedCrossRef Horiuchi Y, Wettersten N, van Veldhuisen DJ, Mueller C, Filippatos G, Nowak R, Hogan C, Kontos MC, Cannon CM, Mueller GA et al (2022) Decongestion, kidney injury and prognosis in patients with acute heart failure. Int J Cardiol 354:29–37PubMedCrossRef
54.
go back to reference Zarbock A, Kullmar M, Ostermann M, Lucchese G, Baig K, Cennamo A, Rajani R, McCorkell S, Arndt C, Wulf H et al (2021) Prevention of Cardiac Surgery-Associated Acute Kidney Injury by Implementing the KDIGO Guidelines in High-Risk Patients Identified by Biomarkers: The PrevAKI-Multicenter Randomized Controlled Trial. Anesth Analg 133(2):292–302PubMedCrossRef Zarbock A, Kullmar M, Ostermann M, Lucchese G, Baig K, Cennamo A, Rajani R, McCorkell S, Arndt C, Wulf H et al (2021) Prevention of Cardiac Surgery-Associated Acute Kidney Injury by Implementing the KDIGO Guidelines in High-Risk Patients Identified by Biomarkers: The PrevAKI-Multicenter Randomized Controlled Trial. Anesth Analg 133(2):292–302PubMedCrossRef
55.
go back to reference Bhatraju PK, Robinson-Cohen C, Mikacenic C, Harju-Baker S, Dmyterko V, Slivinski NSJ, Liles WC, Himmelfarb J, Heckbert SR, Wurfel MM (2017) Circulating levels of soluble Fas (sCD95) are associated with risk for development of a nonresolving acute kidney injury subphenotype. Crit Care 21(1):217PubMedPubMedCentralCrossRef Bhatraju PK, Robinson-Cohen C, Mikacenic C, Harju-Baker S, Dmyterko V, Slivinski NSJ, Liles WC, Himmelfarb J, Heckbert SR, Wurfel MM (2017) Circulating levels of soluble Fas (sCD95) are associated with risk for development of a nonresolving acute kidney injury subphenotype. Crit Care 21(1):217PubMedPubMedCentralCrossRef
56.
go back to reference Lazzareschi D, Mehta RL, Dember LM, Bernholz J, Turan A, Sharma A, Kheterpal S, Parikh CR, Ali O, Schulman IH et al (2022) Overcoming barriers in the design and implementation of clinical trials for Acute Kidney Injury: a report from the 2020 Kidney Disease Clinical Trialists meeting. Nephrol Dial Transplant 38(4):834–844PubMedCentralCrossRef Lazzareschi D, Mehta RL, Dember LM, Bernholz J, Turan A, Sharma A, Kheterpal S, Parikh CR, Ali O, Schulman IH et al (2022) Overcoming barriers in the design and implementation of clinical trials for Acute Kidney Injury: a report from the 2020 Kidney Disease Clinical Trialists meeting. Nephrol Dial Transplant 38(4):834–844PubMedCentralCrossRef
57.
go back to reference Engelman DT, Crisafi C, Germain M, Greco B, Nathanson BH, Engelman RM, Schwann TA (2020) Using urinary biomarkers to reduce acute kidney injury following cardiac surgery. J Thorac Cardiovasc Surg 160(5):1235–1246PubMedCrossRef Engelman DT, Crisafi C, Germain M, Greco B, Nathanson BH, Engelman RM, Schwann TA (2020) Using urinary biomarkers to reduce acute kidney injury following cardiac surgery. J Thorac Cardiovasc Surg 160(5):1235–1246PubMedCrossRef
58.
go back to reference Angeli P, Garcia-Tsao G, Nadim MK, Parikh CR (2019) News in pathophysiology, definition and classification of hepatorenal syndrome: A step beyond the International Club of Ascites (ICA) consensus document. J Hepatol 71(4):811–822PubMedCrossRef Angeli P, Garcia-Tsao G, Nadim MK, Parikh CR (2019) News in pathophysiology, definition and classification of hepatorenal syndrome: A step beyond the International Club of Ascites (ICA) consensus document. J Hepatol 71(4):811–822PubMedCrossRef
59.
go back to reference Allegretti AS, Parada XV, Endres P, Zhao S, Krinsky S, St Hillien SA, Kalim S, Nigwekar SU, Flood JG, Nixon A et al (2021) Urinary NGAL as a Diagnostic and Prognostic Marker for Acute Kidney Injury in Cirrhosis: A Prospective Study. Clin Transl Gastroenterol 12(5):e00359PubMedPubMedCentralCrossRef Allegretti AS, Parada XV, Endres P, Zhao S, Krinsky S, St Hillien SA, Kalim S, Nigwekar SU, Flood JG, Nixon A et al (2021) Urinary NGAL as a Diagnostic and Prognostic Marker for Acute Kidney Injury in Cirrhosis: A Prospective Study. Clin Transl Gastroenterol 12(5):e00359PubMedPubMedCentralCrossRef
60.
go back to reference Huelin P, Sola E, Elia C, Sole C, Risso A, Moreira R, Carol M, Fabrellas N, Bassegoda O, Juanola A et al (2019) Neutrophil Gelatinase-Associated Lipocalin for Assessment of Acute Kidney Injury in Cirrhosis: A Prospective Study. Hepatology 70(1):319–333PubMedCrossRef Huelin P, Sola E, Elia C, Sole C, Risso A, Moreira R, Carol M, Fabrellas N, Bassegoda O, Juanola A et al (2019) Neutrophil Gelatinase-Associated Lipocalin for Assessment of Acute Kidney Injury in Cirrhosis: A Prospective Study. Hepatology 70(1):319–333PubMedCrossRef
61.
go back to reference Ro X, C H, DF B (2016) Urinary NGAL biomarker predicts non response to therapy with albumin and terlipressin in patients with hepatorenal syndrome. Hepatology 64(Suppl 1):1035A Ro X, C H, DF B (2016) Urinary NGAL biomarker predicts non response to therapy with albumin and terlipressin in patients with hepatorenal syndrome. Hepatology 64(Suppl 1):1035A
62.
go back to reference Gambino C, Piano S, Stenico M, Tonon M, Brocca A, Calvino V, Incicco S, Zeni N, Gagliardi R, Cosma C et al (2023) Diagnostic and prognostic performance of urinary neutrophil gelatinase-associated lipocalin in patients with cirrhosis and acute kidney injury. Hepatology 77(5):1630–1638PubMedCrossRef Gambino C, Piano S, Stenico M, Tonon M, Brocca A, Calvino V, Incicco S, Zeni N, Gagliardi R, Cosma C et al (2023) Diagnostic and prognostic performance of urinary neutrophil gelatinase-associated lipocalin in patients with cirrhosis and acute kidney injury. Hepatology 77(5):1630–1638PubMedCrossRef
63.
go back to reference Fudim M, Loungani R, Doerfler SM, Coles A, Greene SJ, Cooper LB, Fiuzat M, O’Connor CM, Rogers JG, Mentz RJ (2018) Worsening renal function during decongestion among patients hospitalized for heart failure: Findings from the Evaluation Study of Congestive Heart Failure and Pulmonary Artery Catheterization Effectiveness (ESCAPE) trial. Am Heart J 204:163–173PubMedCrossRef Fudim M, Loungani R, Doerfler SM, Coles A, Greene SJ, Cooper LB, Fiuzat M, O’Connor CM, Rogers JG, Mentz RJ (2018) Worsening renal function during decongestion among patients hospitalized for heart failure: Findings from the Evaluation Study of Congestive Heart Failure and Pulmonary Artery Catheterization Effectiveness (ESCAPE) trial. Am Heart J 204:163–173PubMedCrossRef
64.
go back to reference Ahmad T, Jackson K, Rao VS, Tang WHW, Brisco-Bacik MA, Chen HH, Felker GM, Hernandez AF, O’Connor CM, Sabbisetti VS et al (2018) Worsening Renal Function in Patients With Acute Heart Failure Undergoing Aggressive Diuresis Is Not Associated With Tubular Injury. Circulation 137(19):2016–2028PubMedPubMedCentralCrossRef Ahmad T, Jackson K, Rao VS, Tang WHW, Brisco-Bacik MA, Chen HH, Felker GM, Hernandez AF, O’Connor CM, Sabbisetti VS et al (2018) Worsening Renal Function in Patients With Acute Heart Failure Undergoing Aggressive Diuresis Is Not Associated With Tubular Injury. Circulation 137(19):2016–2028PubMedPubMedCentralCrossRef
65.
go back to reference Brisco MA, Zile MR, Hanberg JS, Wilson FP, Parikh CR, Coca SG, Tang WH, Testani JM (2016) Relevance of Changes in Serum Creatinine During a Heart Failure Trial of Decongestive Strategies: Insights From the DOSE Trial. J Card Fail 22(10):753–760PubMedPubMedCentralCrossRef Brisco MA, Zile MR, Hanberg JS, Wilson FP, Parikh CR, Coca SG, Tang WH, Testani JM (2016) Relevance of Changes in Serum Creatinine During a Heart Failure Trial of Decongestive Strategies: Insights From the DOSE Trial. J Card Fail 22(10):753–760PubMedPubMedCentralCrossRef
66.
go back to reference Mullens W, Damman K, Testani JM, Martens P, Mueller C, Lassus J, Tang WHW, Skouri H, Verbrugge FH, Orso F et al (2020) Evaluation of kidney function throughout the heart failure trajectory - a position statement from the Heart Failure Association of the European Society of Cardiology. Eur J Heart Fail 22(4):584–603PubMedCrossRef Mullens W, Damman K, Testani JM, Martens P, Mueller C, Lassus J, Tang WHW, Skouri H, Verbrugge FH, Orso F et al (2020) Evaluation of kidney function throughout the heart failure trajectory - a position statement from the Heart Failure Association of the European Society of Cardiology. Eur J Heart Fail 22(4):584–603PubMedCrossRef
67.
go back to reference Shrivastava A, Haase T, Zeller T, Schulte C (2020) Biomarkers for Heart Failure Prognosis: Proteins, Genetic Scores and Non-coding RNAs. Front Cardiovasc Med 7:601364PubMedPubMedCentralCrossRef Shrivastava A, Haase T, Zeller T, Schulte C (2020) Biomarkers for Heart Failure Prognosis: Proteins, Genetic Scores and Non-coding RNAs. Front Cardiovasc Med 7:601364PubMedPubMedCentralCrossRef
68.
go back to reference Bellomo R, Forni LG, Busse LW, McCurdy MT, Ham KR, Boldt DW, Hastbacka J, Khanna AK, Albertson TE, Tumlin J et al (2020) Renin and Survival in Patients Given Angiotensin II for Catecholamine-Resistant Vasodilatory Shock A Clinical Trial. Am J Respir Crit Care Med 202(9):1253–1261PubMedPubMedCentralCrossRef Bellomo R, Forni LG, Busse LW, McCurdy MT, Ham KR, Boldt DW, Hastbacka J, Khanna AK, Albertson TE, Tumlin J et al (2020) Renin and Survival in Patients Given Angiotensin II for Catecholamine-Resistant Vasodilatory Shock A Clinical Trial. Am J Respir Crit Care Med 202(9):1253–1261PubMedPubMedCentralCrossRef
69.
go back to reference Tumlin JA, Murugan R, Deane AM, Ostermann M, Busse LW, Ham KR, Kashani K, Szerlip HM, Prowle JR, Bihorac A et al (2018) Outcomes in Patients with Vasodilatory Shock and Renal Replacement Therapy Treated with Intravenous Angiotensin II. Crit Care Med 46(6):949–957PubMedPubMedCentralCrossRef Tumlin JA, Murugan R, Deane AM, Ostermann M, Busse LW, Ham KR, Kashani K, Szerlip HM, Prowle JR, Bihorac A et al (2018) Outcomes in Patients with Vasodilatory Shock and Renal Replacement Therapy Treated with Intravenous Angiotensin II. Crit Care Med 46(6):949–957PubMedPubMedCentralCrossRef
70.
go back to reference Russell JA, Walley KR, Singer J, Gordon AC, Hebert PC, Cooper DJ, Holmes CL, Mehta S, Granton JT, Storms MM et al (2008) Vasopressin versus norepinephrine infusion in patients with septic shock. N Engl J Med 358(9):877–887PubMedCrossRef Russell JA, Walley KR, Singer J, Gordon AC, Hebert PC, Cooper DJ, Holmes CL, Mehta S, Granton JT, Storms MM et al (2008) Vasopressin versus norepinephrine infusion in patients with septic shock. N Engl J Med 358(9):877–887PubMedCrossRef
71.
go back to reference Moledina DG, Eadon MT, Calderon F, Yamamoto Y, Shaw M, Perazella MA, Simonov M, Luciano R, Schwantes-An TH, Moeckel G et al (2022) Development and external validation of a diagnostic model for biopsy-proven acute interstitial nephritis using electronic health record data. Nephrol Dial Transplant 37(11):2214–2222PubMedCrossRef Moledina DG, Eadon MT, Calderon F, Yamamoto Y, Shaw M, Perazella MA, Simonov M, Luciano R, Schwantes-An TH, Moeckel G et al (2022) Development and external validation of a diagnostic model for biopsy-proven acute interstitial nephritis using electronic health record data. Nephrol Dial Transplant 37(11):2214–2222PubMedCrossRef
72.
go back to reference Moledina DG, Wilson FP, Kukova L, Obeid W, Luciano R, Kuperman M, Moeckel GW, Kashgarian M, Perazella MA, Cantley LG et al (2021) Urine interleukin-9 and tumor necrosis factor-alpha for prognosis of human acute interstitial nephritis. Nephrol Dial Transplant 36(10):1851–1858PubMedCrossRef Moledina DG, Wilson FP, Kukova L, Obeid W, Luciano R, Kuperman M, Moeckel GW, Kashgarian M, Perazella MA, Cantley LG et al (2021) Urine interleukin-9 and tumor necrosis factor-alpha for prognosis of human acute interstitial nephritis. Nephrol Dial Transplant 36(10):1851–1858PubMedCrossRef
73.
go back to reference Moledina DG, Wilson FP, Pober JS, Perazella MA, Singh N, Luciano RL, Obeid W, Lin H, Kuperman M, Moeckel GW et al (2019) Urine TNF-alpha and IL-9 for clinical diagnosis of acute interstitial nephritis. JCI Insight 4:10CrossRef Moledina DG, Wilson FP, Pober JS, Perazella MA, Singh N, Luciano RL, Obeid W, Lin H, Kuperman M, Moeckel GW et al (2019) Urine TNF-alpha and IL-9 for clinical diagnosis of acute interstitial nephritis. JCI Insight 4:10CrossRef
74.
go back to reference Stark JE, Opoka AM, Mallela J, Devarajan P, Ma Q, Levinsky NC, Stringer KF, Wong HR, Alder MN (2020) Juvenile OLFM4-null mice are protected from sepsis. Am J Physiol Renal Physiol 318(3):F809–F816PubMedPubMedCentralCrossRef Stark JE, Opoka AM, Mallela J, Devarajan P, Ma Q, Levinsky NC, Stringer KF, Wong HR, Alder MN (2020) Juvenile OLFM4-null mice are protected from sepsis. Am J Physiol Renal Physiol 318(3):F809–F816PubMedPubMedCentralCrossRef
75.
go back to reference Hasson DC, Krallman K, VanDenHeuvel K, Menon S, Piraino G, Devarajan P, Goldstein SL, Alder MN (2022) Olfactomedin 4 as a novel loop of Henle-specific acute kidney injury biomarker. Physiol Rep 10(18):e15453PubMedPubMedCentralCrossRef Hasson DC, Krallman K, VanDenHeuvel K, Menon S, Piraino G, Devarajan P, Goldstein SL, Alder MN (2022) Olfactomedin 4 as a novel loop of Henle-specific acute kidney injury biomarker. Physiol Rep 10(18):e15453PubMedPubMedCentralCrossRef
77.
go back to reference Stanski NL, Wong HR, Basu RK, Cvijanovich NZ, Fitzgerald JC, Weiss SL, Bigham MT, Jain PN, Schwarz A, Lutfi R et al (2021) Recalibration of the Renal Angina Index for Pediatric Septic Shock. Kidney Int Rep 6(7):1858–1867PubMedPubMedCentralCrossRef Stanski NL, Wong HR, Basu RK, Cvijanovich NZ, Fitzgerald JC, Weiss SL, Bigham MT, Jain PN, Schwarz A, Lutfi R et al (2021) Recalibration of the Renal Angina Index for Pediatric Septic Shock. Kidney Int Rep 6(7):1858–1867PubMedPubMedCentralCrossRef
79.
go back to reference Bagshaw SM, Al-Khafaji A, Artigas A, Davison D, Haase M, Lissauer M, Zacharowski K, Chawla LS, Kwan T, Kampf JP et al (2021) External validation of urinary C-C motif chemokine ligand 14 (CCL14) for prediction of persistent acute kidney injury. Crit Care 25(1):185PubMedPubMedCentralCrossRef Bagshaw SM, Al-Khafaji A, Artigas A, Davison D, Haase M, Lissauer M, Zacharowski K, Chawla LS, Kwan T, Kampf JP et al (2021) External validation of urinary C-C motif chemokine ligand 14 (CCL14) for prediction of persistent acute kidney injury. Crit Care 25(1):185PubMedPubMedCentralCrossRef
80.
go back to reference Rewa OG, Bagshaw SM, Wang X, Wald R, Smith O, Shapiro J, McMahon B, Liu KD, Trevino SA, Chawla LS et al (2019) The furosemide stress test for prediction of worsening acute kidney injury in critically ill patients: A multicenter, prospective, observational study. J Crit Care 52:109–114PubMedPubMedCentralCrossRef Rewa OG, Bagshaw SM, Wang X, Wald R, Smith O, Shapiro J, McMahon B, Liu KD, Trevino SA, Chawla LS et al (2019) The furosemide stress test for prediction of worsening acute kidney injury in critically ill patients: A multicenter, prospective, observational study. J Crit Care 52:109–114PubMedPubMedCentralCrossRef
81.
go back to reference Advani A (2020) Acute Kidney Injury: A Bona Fide Complication of Diabetes. Diabetes 69(11):2229–2237PubMedCrossRef Advani A (2020) Acute Kidney Injury: A Bona Fide Complication of Diabetes. Diabetes 69(11):2229–2237PubMedCrossRef
82.
go back to reference Demirjian S, Bashour CA, Shaw A, Schold JD, Simon J, Anthony D, Soltesz E, Gadegbeku CA (2022) Predictive Accuracy of a Perioperative Laboratory Test-Based Prediction Model for Moderate to Severe Acute Kidney Injury After Cardiac Surgery. JAMA 327(10):956–964PubMedPubMedCentralCrossRef Demirjian S, Bashour CA, Shaw A, Schold JD, Simon J, Anthony D, Soltesz E, Gadegbeku CA (2022) Predictive Accuracy of a Perioperative Laboratory Test-Based Prediction Model for Moderate to Severe Acute Kidney Injury After Cardiac Surgery. JAMA 327(10):956–964PubMedPubMedCentralCrossRef
83.
go back to reference Finlay S, Bray B, Lewington AJ, Hunter-Rowe CT, Banerjee A, Atkinson JM, Jones MC (2013) Identification of risk factors associated with acute kidney injury in patients admitted to acute medical units. Clin Med (Lond) 13(3):233–238PubMedCrossRef Finlay S, Bray B, Lewington AJ, Hunter-Rowe CT, Banerjee A, Atkinson JM, Jones MC (2013) Identification of risk factors associated with acute kidney injury in patients admitted to acute medical units. Clin Med (Lond) 13(3):233–238PubMedCrossRef
84.
go back to reference Hoste E, Bihorac A, Al-Khafaji A, Ortega LM, Ostermann M, Haase M, Zacharowski K, Wunderink R, Heung M, Lissauer M et al (2020) Identification and validation of biomarkers of persistent acute kidney injury: the RUBY study. Intensive Care Med 46(5):943–953PubMedPubMedCentralCrossRef Hoste E, Bihorac A, Al-Khafaji A, Ortega LM, Ostermann M, Haase M, Zacharowski K, Wunderink R, Heung M, Lissauer M et al (2020) Identification and validation of biomarkers of persistent acute kidney injury: the RUBY study. Intensive Care Med 46(5):943–953PubMedPubMedCentralCrossRef
85.
go back to reference Chawla LS, Davison DL, Brasha-Mitchell E, Koyner JL, Arthur JM, Shaw AD, Tumlin JA, Trevino SA, Kimmel PL, Seneff MG (2013) Development and standardization of a furosemide stress test to predict the severity of acute kidney injury. Crit Care 17(5):R207PubMedPubMedCentralCrossRef Chawla LS, Davison DL, Brasha-Mitchell E, Koyner JL, Arthur JM, Shaw AD, Tumlin JA, Trevino SA, Kimmel PL, Seneff MG (2013) Development and standardization of a furosemide stress test to predict the severity of acute kidney injury. Crit Care 17(5):R207PubMedPubMedCentralCrossRef
86.
go back to reference Koyner JL, Davison DL, Brasha-Mitchell E, Chalikonda DM, Arthur JM, Shaw AD, Tumlin JA, Trevino SA, Bennett MR, Kimmel PL et al (2015) Furosemide Stress Test and Biomarkers for the Prediction of AKI Severity. J Am Soc Nephrol 26(8):2023–2031PubMedPubMedCentralCrossRef Koyner JL, Davison DL, Brasha-Mitchell E, Chalikonda DM, Arthur JM, Shaw AD, Tumlin JA, Trevino SA, Bennett MR, Kimmel PL et al (2015) Furosemide Stress Test and Biomarkers for the Prediction of AKI Severity. J Am Soc Nephrol 26(8):2023–2031PubMedPubMedCentralCrossRef
Metadata
Title
Precision management of acute kidney injury in the intensive care unit: current state of the art
Authors
Natalja L. Stanski
Camila E. Rodrigues
Michael Strader
Patrick T. Murray
Zoltan H. Endre
Sean M. Bagshaw
Publication date
08-08-2023
Publisher
Springer Berlin Heidelberg
Published in
Intensive Care Medicine / Issue 9/2023
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-023-07171-z

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