Abstract
Purpose
We sought to identify the national incidence of acute kidney injury (AKI) associated with pediatric posterior spinal fusion (PSF) surgery for scoliosis, and to determine factors that increase risk.
Methods
The 1998–2014 National Inpatient Sample (NIS), a large United States hospital discharge database, was queried for discharges aged 0–17 years with International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes for scoliosis undergoing PSF for the outcome of AKI. Discharges were divided into those with AKI and unaffected. We fit adjusted logistic regression models to yield point estimates, odds ratios, 95% confidence intervals, and p values for the weighted, national population sample with postulated risk factors. The fit of the multivariable regression model was tested using the Hosmer–Lemeshow test, and collinearity using the variance inflation factor.
Results
The NIS contained 103,270 weighted discharges meeting inclusion criteria. AKI incidence was 0.1%. Multivariable logistic regression model showed significantly increased odds ratios with thrombocytopenia, rhabdomyolysis, chronic kidney disease, abnormal coagulation, and male sex. AKI increased both hospital stay and cost by threefold compared to unaffected children.
Conclusion
This study suggests that AKI after pediatric PSF is rare. It is associated with abnormal coagulation, chronic kidney disease, and rhabdomyolysis, but not with the number of vertebral levels fused. Female sex appears to be protective. The retrospective nature of study and reliance on ICD-9-CM codes may under-represent the incidence of AKI in pediatric PSF patients.
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This work was presented in part at the Annual Meeting of the American Society of Anesthesiologists, San Francisco, California, in October 2018.
References
Barasch J, Zager R, Bonventre JV (2017) Acute kidney injury: a problem of definition. Lancet (London, England) 389(10071):779–781
Akcan-Arikan A, Zappitelli M, Loftis LL, Washburn KK, Jefferson LS, Goldstein SL (2007) Modified RIFLE criteria in critically ill children with acute kidney injury. Kidney Int 71(10):1028–1035
Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P (2004) Acute renal failure—definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care (London, England) 8(4):R204–R212
Colantonio DA, Kyriakopoulou L, Chan MK et al (2012) Closing the gaps in pediatric laboratory reference intervals: a CALIPER database of 40 biochemical markers in a healthy and multiethnic population of children. Clin Chem 58:854–868
Finney H, Newman DJ, Thakkar H et al (2000) Reference ranges for plasma cystatin C and creatinine measurements in premature infants, neonates, and older children. Arch Dis Child 82(1):71–75
Sutherland SM, Byrnes JJ, Kothari M et al (2015) AKI in hospitalized children: comparing the pRIFLE, AKIN, and KDIGO definitions. Clin J Am Soc Nephrol CJASN 10(4):554–561
Kaddourah A, Basu RK, Bagshaw SM, Goldstein SL (2017) Epidemiology of acute kidney injury in critically ill children and young adults. N Engl J Med 376(1):11–20
Mammen C, Al Abbas A, Skippen P et al (2012) Long-term risk of CKD in children surviving episodes of acute kidney injury in the intensive care unit: a prospective cohort study. Am J Kidney Dis 59(4):523–530
Sutherland SM, Ji J, Sheikhi FH et al (2013) AKI in hospitalized children: epidemiology and clinical associations in a national cohort. Clin J Am Soc Nephrol CJASN 8(10):1661–1669
Mamikonian LS, Mamo LB, Smith PB, Koo J, Lodge AJ, Turi JL (2014) Cardiopulmonary bypass is associated with hemolysis and acute kidney injury in neonates, infants, and children. Pediatr Crit Care Med 15(3):e111–e119
https://www.spineuniverse.com/conditions/scoliosis/scoliosis-children. Accessed 25 Apr 2019
Nakhla J, de la Garza Ramos R, Bhashyam N et al (2017) The impact of kidney disease on acute tubular necrosis and surgical site infection after lumbar fusion. World Neurosurg 105:498–502
Naik BI, Colquhoun DA, McKinney WE et al (2014) Incidence and risk factors for acute kidney injury after spine surgery using the RIFLE classification. J Neurosurg Spine 20(5):505–511
Rubin DS, Parakati I, Lee LA, Moss HE, Joslin CE, Roth S (2016) Perioperative visual loss in spine fusion surgery: ischemic optic neuropathy in the United States from 1998 to 2012 in the nationwide inpatient sample. Anesthesiology 125(3):457–464
Quality AfHRa (2016) Introduction to the HCUP National Inpatient sample (NIS) 2016. Healthcare Cost and Utilization Project—HCUP 2018. https://www.hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2016.pdf. Accessed Feb 2019
Rubin DS, Matsumoto MM, Weinberg G, Roth S (2018) Local anesthetic systemic toxicity in total joint arthroplasty: incidence and risk factors in the United States from the national inpatient sample 1998–2013. Reg Anesth Pain Med 43(2):131–137
Moss HE, Joslin CE, Rubin DS, Roth S (2019) Big data research in neuro-ophthalmology: promises and pitfalls. J Neuro Ophthalmol 39:480
Houchens RL, Elixhauser A (2015) Using the HCUP national inpatient sample to estimate trends. In: HCUP Methods Series Report #2006–2005: U.S. Agency for Healthcare Research and Quality; 2015
Barret M, Whalen D (2007) Summary 2007 HCUP Nationwide Inpatient Sample (NIS) Comparison Report. In: Quality USAfHRa, ed. HCUP Method Series Report # 2010–2003. Online
von Elm E, Altman DG, Egger M, Pocock SJ, Gotzsche PC, Vandenbroucke JP (2008) The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. J Clin Epidemiol 61(4):344–349
Beer SS, Juarez MD, Vega MW, Canada NL (2015) Pediatric malnutrition: putting the new definition and standards into practice. Nutr Clin Pract 30(5):609–624
Dakwar E, Rifkin SI, Volcan IJ, Goodrich JA, Uribe JS (2011) Rhabdomyolysis and acute renal failure following minimally invasive spine surgery: report of 5 cases. J Neurosurg Spine 14(6):785–788
Taniguchi Y, Oichi T, Ohya J et al (2018) In-hospital mortality and morbidity of pediatric scoliosis surgery in Japan: analysis using a national inpatient database. Medicine 97(14):e0277
Yoo W, Mayberry R, Bae S, Singh K, Peter He Q, Lillard JW Jr (2014) A study of effects of multicollinearity in the multivariable analysis. Int J Appl Sci Technol 4(5):9–19
Hsieh FY, Bloch DA, Larsen MD (1998) A simple method of sample size calculation for linear and logistic regression. Stat Med 17(14):1623–1634
Jöbsis JJ, Alabbas A, Milner R, Reilly C, Mulpuri K, Mammen C (2017) Acute kidney injury following spinal instrumentation surgery in children. World J Nephrol 6(2):79–85
Neugarten J, Golestaneh L (2018) Female sex reduces the risk of hospital-associated acute kidney injury: a meta-analysis. BMC Nephrol 19(1):314
D’Arienzo D, Hessey E, Ali R et al (2019) A validation study of administrative health care data to detect acute kidney injury in the pediatric intensive care unit. Can J Kidney Health Dis 6:2054358119827525
Burton BN, Lin TC, Said ET, Gabriel RA (2019) National trends and factors associated with inpatient mortality in adult patients with opioid overdose. Anesth Analg 128(1):152–160
Siddiqui M, Minhaj M, Mueller A et al (2017) Increased perinatal morbidity and mortality among Asian American and Pacific Islander women in the United States. Anesth Analg 124(3):879–886
Eamer G, Al-Amoodi MJH, Holroyd-Leduc J, Rolfson DB, Warkentin LM, Khadaroo RG (2018) Review of risk assessment tools to predict morbidity and mortality in elderly surgical patients. Am J Surg 216(3):585–594
Walsh JA, Adejoro O, Chastek B, Palmer JB, Hur P (2018) Treatment patterns among patients with psoriatic arthritis treated with a biologic in the United States: descriptive analyses from an administrative claims database. J Manag Care Spec Pharm 24:1–11
Dutton RP (2014) Registries of the anesthesia quality institute. Int Anesthesiol Clin 52(1):1–14
Kwiatkowski DM, Sutherland SM (2017) Acute kidney injury in pediatric patients. Best Pract Res Clin Anaesthesiol 31(3):427–439
Funding
National Institutes of Health (Bethesda, MD) Grants EY027447 (to Dr. Roth), UL1TR002003 to the University of Chicago Institute for Translational Medicine, UL1TR002389 to the University of Illinois Clinical and Translational Sciences, and the Michael Reese Pioneers Award (Chicago, IL, to Dr. Roth).
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JEE: Primary author who conceived and designed study, identified diagnoses and procedures, reviewed results, composed and revised manuscript. Approved final version; SHS: Assisted with data acquisition and statistical analysis, and organized data into tables. Approved final version; DSR: Assisted with database search, data acquisition and statistical analysis, and reviewed results. Approved final version; EMM: Assisted with conception of the study, reviewed results, and revised manuscript for important intellectual content. Approved final version; AIM: Reviewed results and revised manuscript for important intellectual content. Approved final version; HHL: Reviewed results and revised manuscript for important intellectual content. Approved final version; SR: Assisted with study conception and project planning, reviewed data and analyses, and assisted with drafting and reviewing of manuscript. Approved final version
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Eklund, J.E., Shah, S.H., Rubin, D.S. et al. Incidence of and factors associated with acute kidney injury after scoliosis surgery in pediatric patients. Spine Deform 8, 991–999 (2020). https://doi.org/10.1007/s43390-020-00126-0
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DOI: https://doi.org/10.1007/s43390-020-00126-0