Renal resistive index as an early predictor and discriminator of acute kidney injury in critically ill patients; A prospective observational cohort study

Jelle L G Haitsma Mulier, Sander Rozemeijer, Jantine G Röttgering, Angelique M E Spoelstra-de Man, Paul W G Elbers, Pieter Roel Tuinman, Monique C de Waard, Heleen M Oudemans-van Straaten, Jelle L G Haitsma Mulier, Sander Rozemeijer, Jantine G Röttgering, Angelique M E Spoelstra-de Man, Paul W G Elbers, Pieter Roel Tuinman, Monique C de Waard, Heleen M Oudemans-van Straaten

Abstract

Background: Acute kidney injury (AKI) complicates shock. Diagnosis is based on rising creatinine, a late phenomenon. Intrarenal vasoconstriction occurs earlier. Measuring flow resistance in the renal circulation, Renal Resistive Index (RRI), could become part of vital organ function assessment using Doppler ultrasound. Our aim was to determine whether RRI on ICU admission is an early predictor and discriminator of AKI developed within the first week.

Methods: In this prospective cohort of mixed ICU patients with and without shock, RRI was measured <24-h of admission. Besides routine variables, sublingual microcirculation and bioelectrical impedance were measured. AKI was defined by the Kidney Disease Improving Global Outcomes criteria. Uni- and multivariate regression and Receiver Operating Characteristics curve analyses were performed.

Results: Ninety-nine patients were included, median age 67 years (IQR 59-75), APACHE III score 67 (IQR 53-89). Forty-nine patients (49%) developed AKI within the first week. AKI patients had a higher RRI on admission than those without: 0.71 (0.69-0.73) vs. 0.65 (0.63-0.68), p = 0.001. The difference was significant for AKI stage 2: RRI = 0.72 (0.65-0.80) and 3: RRI = 0.74 (0.67-0.81), but not for AKI stage 1: RRI = 0.67 (0.61-0.74). On univariate analysis, RRI significantly predicted AKI 2-3: OR 1.012 (1.006-1.019); Area Under the Curve (AUC) of RRI for AKI 2-3 was 0.72 (0.61-0.83), optimal cut-off 0.74, sensitivity 53% and specificity 87%. On multivariate analysis, RRI remained significant, independent of APACHE III and fluid balance; adjusted OR: 1.008 (1.000-1.016).

Conclusions: High RRI on ICU admission was a significant predictor for development of AKI stage 2-3 during the first week. High RRI can be used as an early warning signal RRI, because of its high specificity. A combined score including RRI, APACHE III and fluid balance improved AKI prediction, suggesting that vasoconstriction or poor vascular compliance, severity of disease and positive fluid balance independently contribute to AKI development.

Trial registration: ClinicalTrials.gov NCT02558166.

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1. Flowchart diagram of inclusion.
Fig 1. Flowchart diagram of inclusion.
Fig 2. Renal resistive index (mean, 95%…
Fig 2. Renal resistive index (mean, 95% CI) for patients without AKI and patients developing AKI (A) renal resistive index (mean, 95% CI) for the different stages of AKI (B).
Fig 3. ROC curve of RRI for…
Fig 3. ROC curve of RRI for AKI stage 1,2 and 3 (A) ROC curve for AKI stage 2 and 3: RRI and RRI combined with APACHE III and fluid balance.
(A): RRI; AUC 0.662, (95% CI 0.556–0.769), SE 0.055, p = 0.005 (B), green line: RRI; AUC 0.720, (95% CI 0.612–0.831), SE 0.056, p =

References

    1. Bagshaw SM, George C, Dinu I, Bellomo R. A multi-centre evaluation of the RIFLE criteria for early acute kidney injury in critically ill patients. Nephrol Dial Transpl. 2008;23: 1203–1210. doi:
    1. Hoste EAJ, Bagshaw SM, Bellomo R, Cely CM, Colman R, Cruz DN, et al. Epidemiology of acute kidney injury in critically ill patients: the multinational AKI-EPI study. Intensive Care Med. 2015;41: 1411–1423. doi:
    1. Chertow GM, Burdick E, Honour M, Bonventre J V, Bates DW. Acute kidney injury, mortality, length of stay, and costs in hospitalized patients. J Am Soc Nephrol. 2005;16: 3365–70. doi:
    1. Hoste EAJ, Clermont G, Kersten A, Venkataraman R, Angus DC, De Bacquer D, et al. RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. Crit Care. 2006;10: R73 doi:
    1. Basile D, Anderson M, Sutton T. Pathophysiology of Acute Kidney Injury. Compr Physiol. 2012;2: 1303–1353. doi:
    1. Gomez H, Ince C, De Backer D, Pickkers P, Payen D, Hotchkiss J, et al. A Unified Theory of Sepsis-Induced Acute Kidney Injury. Shock. 2014;41: 3–11. doi:
    1. Ponte B, Pruijm M, Ackermann D, Vuistiner P, Eisenberger U, Guessous I, et al. Reference values and factors associated with renal resistive index in a family-based population study. Hypertension. 2014;63: 136–142. doi:
    1. Spatola L, Andrulli S. Doppler ultrasound in kidney diseases: a key parameter in clinical long-term follow-up. Journal of Ultrasound. 2016. pp. 243–250. doi:
    1. Darmon M, Schnell D, Zeni F. Doppler-Based Renal Resistive Index: A Comprehensive Review In: Vincent JL, editor. Yearbook of Intensive Care and Emergency Medicine. Berlin, Heidelberg: Springer; 2010. pp. 331–338.
    1. Pape L, Offner G, Ehrich J. Renal arterial resistance index. N Engl J Med. 2003;349: 1573–1574. doi:
    1. Ohta Y, Fujii K, Arima H, Matsumura K, Tsuchihashi T, Tokumoto M, et al. Increased renal resistive index in atherosclerosis and diabetic nephropathy assessed by Doppler sonography. J Hypertens. 2005;23: 1905–11. doi:
    1. National Kidney Foundation. K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis. 2002;39: S1–S266.
    1. Geraci G, Mulè G, Geraci C, Mogavero M, D’ignoto F, Morreale M, et al. Association of renal resistive index with aortic pulse wave velocity in hypertensive patients. Eur J Prev Cardiol. 2015;22: 415–422. doi:
    1. Calabia J, Torguet P, Garcia I, Martin N, Mate G, Marin A, et al. The relationship between renal resistive index, arterial stiffness, and atherosclerotic burden: The link between macrocirculation and microcirculation. J Clin Hypertens. 2014;16: 186–191. doi:
    1. Sugiura T, Wada A. Resistive index predicts renal prognosis in chronic kidney disease. Nephrol Dial Transplant. 2009;24: 2780–2785. doi:
    1. Masulli M, Mancini M, Liuzzi R, Daniele S, Mainenti PP, Vergara E, et al. Measurement of the intrarenal arterial resistance index for the identification and prediction of diabetic nephropathy. Nutr Metab Cardiovasc Dis. 2009;19: 358–364. doi:
    1. Bruno RM, Daghini E, Landini L, Versari D, Salvati A, Santini E, et al. Dynamic evaluation of renal resistive index in normoalbuminuric patients with newly diagnosed hypertension or type 2 diabetes. Diabetologia. 2011;54: 2430–2439. doi:
    1. Hamano K, Nitta A, Ohtake T, Kobayashi S. Associations of renal vascular resistance with albuminuria and other macroangiopathy in type 2 diabetic patients. Diabetes Care. 2008;31: 1853–7. doi:
    1. Leoncini G, Martinoli C, Viazzi F, Ravera M, Parodi D, Ratto E, et al. Changes in renal resistive index and urinary albumin excretion in hypertensive patients under long-term treatment with lisinopril or nifedipine GITS. Nephron. 2002;90: 169–173. doi:
    1. Rozemeijer S, Haitsma Mulier JLG, Röttgering JG, Elbers PWG, Spoelstra-de Man AME, Tuinman P-R, et al. Renal resistive index in critically ill patients with and without shock: a cross-sectional study. Intensive Care Med. 2016;4: A104.
    1. Lerolle N, Guérot E, Faisy C, Bornstain C, Diehl JL, Fagon JY. Renal failure in septic shock: Predictive value of Doppler-based renal arterial resistive index. Intensive Care Med. 2006;32: 1553–1559. doi:
    1. Dewitte A, Coquin J, Meyssignac B, Joannès-Boyau O, Fleureau C, Roze H, et al. Doppler resistive index to reflect regulation of renal vascular tone during sepsis and acute kidney injury. Crit Care. 2012;16: R165 doi:
    1. Schnell D, Darmon M. Bedside Doppler ultrasound for the assessment of renal perfusion in the ICU: advantages and limitations of the available techniques. Crit Ultrasound J. 2015;7: 8 doi:
    1. Duranteau J, Deruddre S, Vigue B, Chemla D. Doppler monitoring of renal hemodynamics: why the best is yet to come. Intensive Care Med. 2008;34: 1360–1361. doi:
    1. Jansen TC, Kompanje EJO, Druml C, Menon DK, Wiedermann CJ, Bakker J. Deferred consent in emergency intensive care research: What if the patient dies early? Use the data or not? Intensive Care Medicine. 2007. pp. 894–900. doi:
    1. Jansen TC, Bakker J, Kompanje EJO. Inability to obtain deferred consent due to early death in emergency research: Effect on validity of clinical trial results. Intensive Care Med. 2010;36: 1962–1965. doi:
    1. Bossard G, Bourgoin P, Corbeau JJ, Huntzinger J, Beydon L. Early detection of postoperative acute kidney injury by Doppler renal resistive index in cardiac surgery with cardiopulmonary bypass. Br J Anaesth. 2011;107: 891–898. doi:
    1. Darmon M, Schortgen F, Vargas F, Liazydi A, Schlemmer B, Brun-Buisson C, et al. Diagnostic accuracy of Doppler renal resistive index for reversibility of acute kidney injury in critically ill patients. Intensive Care Med. 2011;37: 68–76. doi:
    1. Kidney Disease: Improving Global Outcomes (KDIGO) Acute Kidney Injury Work Group. KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Int Suppl. 2012;2: 1–138.
    1. Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Developing a New Definition and Assessing New Clinical Criteria for Septic Shock: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016;315: 775–787. doi:
    1. American College of Chest Physicians/Society of Critical Care Medicine Consensus Conference. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. Crit Care Med. 1992;20: 864–874. doi:
    1. Goedhart PT, Khalilzada M, Bezemer R, Merza J, Ince C. Sidestream Dark Field (SDF) imaging: a novel stroboscopic LED ring-based imaging modality for clinical assessment of the microcirculation. Opt Express. 2007;15: 15101–15114. doi:
    1. Bezemer R, Dobbe JG, Bartels SA, Christiaan Boerma E, Elbers PWG, Heger M, et al. Rapid automatic assessment of microvascular density in sidestream dark field images. Med Biol Eng Comput. 2011;49: 1269–1278. doi:
    1. De Backer D, Hollenberg S, Boerma C, Goedhart P, Büchele G, Ospina-Tascon G, et al. How to evaluate the microcirculation: report of a round table conference. Crit Care. 2007;11: R101 doi:
    1. Di Somma S, Lukaski HC, Codognotto M. Consensus paper on the use of BIVA (Bioelectrical Impendance Vector Analysis) in medicine for the management of body hydration. Emerg Care J. 2011;7: 6–14.
    1. Knaus WA, Wagner DP, Draper EA, Zimmerman JE, Bergner M, Bastos PG, et al. The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults. Chest. 1991;100: 1619–36. doi:
    1. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. Intensive Care Med. 1996;22: 707–710. doi:
    1. Altman DG. Practical statistics for medical research. Chapman & Hall; 1991.
    1. Schnell D, Deruddre S, Harrois A, Pottecher J, Cosson C, Adoui N, et al. Renal Resistive Index Better Predicts the Occurrence of Acute Kidney Injury Than Cystatin C. Shock. 2012;38: 592–597. doi:
    1. Wu H, Qin H, Ma W, Zhao H, Zheng J, Li J, et al. Can Renal Resistive Index Predict Acute Kidney Injury After Acute Type A Aortic Dissection Repair? Ann Thorac Surg. 2017;104: 1583–1589. doi:
    1. Gottlieb R, Luhmann K, Oates R. Duplex ultrasound evaluation of normal native kidneys and native kidneys with urinary tract obstruction. J ultrasound Med. 1989;8: 609–611.
    1. Tublin ME, Bude RO, Platt JF. The resistive index in renal Doppler sonography: Where do we stand? American Journal of Roentgenology. 2003. pp. 885–892. doi:
    1. Platt JF, Rubin JM, Ellis JH. Acute renal failure: possible role of duplex Doppler US in distinction between acute prerenal failure and acute tubular necrosis. Radiology. 1991;179: 419–23. doi:
    1. Stevens P, Gwyther S, Hanson M, Boultbee J, Kox W, Phillips M. Noninvasive monitoring of renal blood flow characteristics during acute renal failure in man. Intensive Care Med. 1990;16: 153–158.
    1. Izumi M, Sugiura T, Nakamura H, Nagatoya K, Imai E, Hori M. Differential diagnosis of prerenal azotemia from acute tubular necrosis and prediction of recovery by Doppler ultrasound. Am J Kidney Dis. 2000;35: 713–719.
    1. Barbani F, Boddi M, Cammelli R, Cecchi A, Spinelli E, Bonizzoli M, et al. Prognostic value of doppler-based renal arterial resistive index in critically ill patients with acute kidney injury: Preliminary results [Internet]. Intensive Care Medicine. 2010. p. S177
    1. Ninet S, Schnell D, Dewitte A, Zeni F, Meziani F, Darmon M. Doppler-based renal resistive index for prediction of renal dysfunction reversibility: A systematic review and meta-analysis. J Crit Care. 2015;30: 629–635. doi:
    1. Guinot PG, Bernard E, Abou Arab O, Badoux L, Diouf M, Zogheib E, et al. Doppler-based renal resistive index can assess progression of acute kidney injury in patients undergoing cardiac surgery. J Cardiothorac Vasc Anesth. 2013;27: 890–896. doi:
    1. Arslantas M, Cinel I, Kararmaz A. Early detection of postoperative acute kidney injury by Doppler renal resistive index in major lung and cardiac operations [Internet]. Critical Care. 2014. p. S132
    1. Marty P, Szatjnic S, Ferre F, Conil J-M, Mayeur N, Fourcade O, et al. Doppler renal resistive index for early detection of acute kidney injury after major orthopaedic surgery: A prospective observational study. Eur J Anaesthesiol. 2015;32: 37–43. doi:
    1. Wybraniec MT, Bożentowicz-Wikarek M, Chudek J, Mizia-Stec K. Pre-procedural renal resistive index accurately predicts contrast-induced acute kidney injury in patients with preserved renal function submitted to coronary angiography. Int J Cardiovasc Imaging. 2017;33: 595–604. doi:
    1. Peris A, Barbani F, Spinelli E, Boddi M. Role of renal resistive index to assess renal perfusion in ICU patients. Intern Emerg Med. 2012;7: S1–2. doi:
    1. Boddi M. Renal Ultrasound (and Doppler Sonography) in Hypertension: An Update. Adv Exp Med Biol. 2016; 1–18. doi:
    1. Bude RO, Rubin JM. Relationship between the Resistive Index and Vascular Compliance and Resistance. Radiology. 1999;211: 411–417. doi:
    1. Legrand M, Dupuis C, Simon C, Gayat E, Mateo J, Lukaszewicz AC, et al. Association between systemic hemodynamics and septic acute kidney injury in critically ill patients: a retrospective observational study. Crit Care. 2013;17: R278 doi:
    1. Sutton TA, Fisher CJ, Molitoris BA. Microvascular endothelial injury and dysfunction during ischemic acute renal failure. Kidney International. 2002. pp. 1539–1549. doi:
    1. Cauwenberghs N, Kuznetsova T. Determinants and Prognostic Significance of the Renal Resistive Index. Pulse (Basel, Switzerland). 2016;3: 172–8. doi:
    1. Kuznetsova T, Cauwenberghs N, Knez J, Thijs L, Liu Y, Gu Y, et al. Doppler indexes of left ventricular systolic and diastolic flow and central pulse pressure in relation to renal resistive index. J Hypertens. 2015;28: 535–545.
    1. Lerolle N. Please don’t call me RI anymore; I may not be the one you think I am! Crit Care. 2012;16: 174 doi:
    1. Nisula S, Kaukonen K-M, Vaara ST, Korhonen A-M, Poukkanen M, Karlsson S, et al. Incidence, risk factors and 90-day mortality of patients with acute kidney injury in Finnish intensive care units: the FINNAKI study. Intensive Care Med. 2013;39: 420–8. doi:
    1. Bellomo R, Kellum JA, Ronco C. Acute kidney injury. The Lancet. 2012. pp. 756–766. doi:
    1. Chawla LS, Seneff MG, Nelson DR, Williams M, Levy H, Kimmel PL, et al. Elevated plasma concentrations of IL-6 and elevated APACHE II score predict acute kidney injury in patients with severe sepsis. Clin J Am Soc Nephrol. 2007;2: 22–30. doi:
    1. Thibault R, Makhlouf A-M, Mulliez A, Cristina Gonzalez M, Kekstas G, Kozjek NR, et al. Fat-free mass at admission predicts 28-day mortality in intensive care unit patients: the international prospective observational study Phase Angle Project. Intensive Care Med. 2016;42: 1445–1453. doi:
    1. Marik P, Bellomo R. A rational approach to fluid therapy in sepsis. British Journal of Anaesthesia. 2016. pp. 339–349. doi:
    1. Flechet M, Güiza F, Schetz M, Wouters P, Vanhorebeek I, Derese I, et al. AKIpredictor, an online prognostic calculator for acute kidney injury in adult critically ill patients: development, validation and comparison to serum neutrophil gelatinase-associated lipocalin. Intensive Care Med. 2017;43: 764–773. doi:
    1. Bagshaw SM, Uchino S, Cruz D, Bellomo R, Morimatsu H, Morgera S, et al. A comparison of observed versus estimated baseline creatinine for determination of RIFLE class in patients with acute kidney injury. Nephrol Dial Transplant. 2009;24: 2739–2744. doi:

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