Abstract
Objectives
To evaluate the performance of the empiric tool by Gupta et al. in predicting neurological outcomes in children admitted to the pediatric intensive care unit (PICU) and to evaluate the association of biomarkers S100B and NSE with neurological outcomes.
Methods
This prospective observational study was conducted in 163 critically ill children aged 2 mo to 17 y admitted to the PICU from June 2020 to July 2021. The authors used the prediction tool developed by Gupta et al.; the tool was applied at admission and at PICU discharge/death. Samples for NSE and S100B were collected at admission and discharge. The performance of the new tool was assessed through discrimination and calibration. Risk factors for “unfavorable outcomes” (decline in PCPC score by > 1) were evaluated by multivariate analysis.
Results
The PICU mortality was 28% (n = 45). When the tool developed by Gupta et al. was used at the time of admission, favorable neurological outcomes were predicted for 69% (112) children. The area under the curve for the new tool at admission was 0.72 and at discharge/death it was 0.99, and the calibration was excellent at both time points. Independent factors associated with unfavorable neurological outcomes were higher PCPC scores and organ failure. As the number of samples processed for NSE and S100B was less, statistical analysis was not attempted.
Conclusions
The new tool by Gupta et al. has good discrimination, calibration, sensitivity, and specificity and can be used as a prediction tool. NSE and S100B are promising biomarkers and need further evaluation.
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References
Shann F, Pearson G, Slater A, Wilkinson K. Paediatric index of mortality (PIM): A mortality prediction model for children in intensive care. Intensive Care Med. 1997;23:201–7.
Slater A, Shann F, Pearson G. Paediatric Index of Mortality (PIM) Study Group. PIM2: a revised version of the Paediatric Index of Mortality. Intensive Care Med. 2003;29:278–85.
Jeffries HE, Soto-Campos G, Katch A, Gall C, Rice TB, Wetzel R. Pediatric index of cardiac surgical intensive care mortality risk score for pediatric cardiac critical care. Pediatr Crit Care Med. 2015;16:846–52.
Fiser DH. Assessing the outcome of pediatric intensive care. J Pediatr. 1992;121:68–74.
Heneghan JA, Pollack MM. Morbidity: changing the outcome paradigm for pediatric critical care. Pediatr Clin North Am. 2017;64:1147–65.
Pollack MM, Holubkov R, Glass P, et al. Eunice Kennedy Shriver National Institute of Child Health and Human Development Collaborative Pediatric Critical Care Research Network. Functional Status Score (FSS): new pediatric outcome measure. Pediatrics. 2009;124:e18–28.
Pollack MM, Holubkov R, Funai T, et al. Relationship between the functional status scale and the pediatric overall performance category and pediatric cerebral performance category scales. JAMA Pediatr. 2014;168:671–6.
White JR, Farukhi Z, Bull C, et al. Predictors of outcome in severely head-injured children. Crit Care Med. 2001;29:534–40.
Gupta P, Rettiganti M, Gossett JM, Daufeldt J, Rice TB, Wetzel RC. Development and validation of an empiric tool to predict favorable neurologic outcomes among PICU patients. Crit Care Med. 2018;46:108–15.
Sankar J, Moodu S, Kumar K, Sankar MJ, Kabra SK, Lodha R. Functional outcomes at 1 year after picu discharge in critically ill children with severe sepsis. Pediatr Crit Care Med. 2021;22:40–9.
Marino BS, Lipkin PH, Newburger JW, et al. American Heart Association Congenital Heart Defects Committee, Council on Cardiovascular Disease in the Young, Council on Cardiovascular Nursing, and Stroke Council. Neurodevelopmental outcomes in children with congenital heart disease: Evaluation and management: A scientific statement from the American Heart Association. Circulation. 2012;126:1143–72.
Ducrocq SC, Meyer PG, Orliaguet GA, et al. Epidemiology and early predictive factors of mortality and outcome in children with traumatic severe brain injury: Experience of a French pediatric trauma centre. Pediatr Crit Care Med. 2006;7:461–7.
Madame ET, Havens PL, Bresnahan JM, Babel KL, Splaingard ML. Survival and functional outcome of children requiring mechanical ventilation during therapy for acute bacterial meningitis. Crit Care Med. 1995;23:1279–83.
Farris RW, Weiss NS, Zimmerman JJ. Functional outcomes in pediatric severe sepsis: Further analysis of the researching severe sepsis and organ dysfunction in children: a global prospective trial. Pediatr Crit Care Med. 2013;14:835–42.
Typpo KV, Petersen NJ, Hallman DM, Markovitz BP, Mariscalco MM. Day 1 multiple organ dysfunction syndrome is associated with poor functional outcome and mortality in the pediatric intensive care unit. Pediatr Crit Care Med. 2009;10:562–70.
Knoester H, Bronner MB, Bos AP. Surviving pediatric intensive care: physical outcome after 3 months. Intensive Care Med. 2008;34:1076–82.
Volakli E, Sdougka M, Mantzafleri PE, et al. Functional outcome following pediatric intensive care: Pediatric cerebral performance category (PCPC) and pediatric overall performance category (POPC) during a prospective two years follow-up period. Greek e J Perioper Med. 2015;13:2–15.
Au AK, Bell MJ, Fink EL, Aneja RK, Kochanek PM, Clark RSB. Brain-specific serum biomarkers predict neurological morbidity in diagnostically diverse pediatric intensive care unit patients. Neurocrit Care. 2018;28:26–34.
Cheng F, Yuan Q, Yang J, Wang W, Liu H. The prognostic value of serum neuron-specific enolase in traumatic brain injury: systematic review and meta-analysis. PLoS ONE. 2014;9:e106680.
Daubin C, Quentin C, Allouche S, et al. Serum neuron-specific enolase as predictor of outcome in comatose cardiac-arrest survivors: a prospective cohort study. BMC Cardiovasc Disord. 2011;11:48.
Fugate JE, Wijdicks EF, Mandrekar J, et al. Predictors of neurologic outcome in hypothermia after cardiac arrest. Ann Neurol. 2010;68:907–14.
Einav S, Kaufman N, Algur N, Kark JD. Modeling serum biomarkers S100 beta and neuron-specific enolase as predictors of outcome after out-of-hospital cardiac arrest: an aid to clinical decision making. J Am Coll Cardiol. 2012;60:304–11.
Heidari K, Vafaee A, Rastekenari AM, et al. S100B protein as a screening tool for computed tomography findings after mild traumatic brain injury: Systematic review and meta-analysis. Brain Inj. 2015;29:1146–57.
Acknowledgements
The authors would like to sincerely acknowledge the contribution of the Indian Journal of Pediatrics for providing the logistics to estimate the NSE and S-100B markers in the study. The authors would like to sincerely thank the contributions of the residents and the staff posted at the ICU during the study period.
Funding
Kumar Himanshu Bhadani received the Indian Journal of Pediatrics, Post Graduate thesis grant for the year 2020–21 for the thesis work.
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KHB, JS, and SKD contributed with conception of work, acquisition, analysis, and interpretation of data, and drafting the work; ST, RL, SKK, KRJ contributed with conception of work, interpretation of data, and revising the work. All authors have approved the final version and agreed to accountability for accuracy of work. SKK will act as the guarantor for this paper.
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The AIIMS, Institute Ethics Committee reviewed and approved the study and the approval number is IECPG-681/19.12.2019.
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Bhadani, K.H., Sankar, J., Datta, S.K. et al. Validation of a Clinical Tool to Predict Neurological Outcomes in Critically Ill Children—A Prospective Observational Study. Indian J Pediatr 91, 10–16 (2024). https://doi.org/10.1007/s12098-023-04482-3
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DOI: https://doi.org/10.1007/s12098-023-04482-3