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March 16, 2023Research Article

Characterization and Prediction of Short-Term Outcomes in Memory Following Temporal Lobe Resection in Children With Epilepsy

Navkiranjot Kaur, Amy S. Nowacki, Deepak K. Lachhwani, Madison M Berl, Marla J. Hamberger, Patricia Klaas, William Bingaman, View ORCID ProfileRobyn M Busch
First published March 16, 2023, DOI: https://doi.org/10.1212/WNL.0000000000207143
Navkiranjot Kaur
1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
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Amy S. Nowacki
1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
2Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
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Deepak K. Lachhwani
3Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH
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Madison M Berl
4Division of Pediatric Neuropsychology, Childrens National Medical Center, Washington, DC
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Marla J. Hamberger
5Department of Neurology, Columbia University Medical Center, New York, NY
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Patricia Klaas
6Department of Psychiatry & Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH
7Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH
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William Bingaman
3Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH
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Robyn M Busch
1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
3Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH
6Department of Psychiatry & Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH
7Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH
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  • ORCID record for Robyn M Busch
  • For correspondence: buschr@ccf.org
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Characterization and Prediction of Short-Term Outcomes in Memory Following Temporal Lobe Resection in Children With Epilepsy
Navkiranjot Kaur, Amy S. Nowacki, Deepak K. Lachhwani, Madison M Berl, Marla J. Hamberger, Patricia Klaas, William Bingaman, Robyn M Busch
Neurology Mar 2023, 10.1212/WNL.0000000000207143; DOI: 10.1212/WNL.0000000000207143

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Abstract

Objectives: To (1) characterize short-term outcomes in episodic memory, as assessed by the Children’s Memory Scale (CMS), following temporal lobe resection in children with epilepsy using empirical methods for assessing cognitive change (i.e., reliable change indices: RCIs and standardized regression-based change scores: SRBs) and (2) develop and internally validate clinically-applicable models to predict postoperative memory decline.

Methods: This retrospective cohort study included children aged 6-16 years who underwent resective epilepsy surgery that included the temporal lobe (temporal-only: “temporal” and multilobar: “temporal-plus”) and who completed pre- and postoperative neuropsychological assessments including the CMS. Change scores on CMS delayed memory subtests (Faces, Stories, and Word Pairs) were classified as decline, no change, or improvement using epilepsy-specific RCIs and SRBs. Logistic regression models for predicting postoperative memory decline were developed and internally validated with bootstrapping.

Results: Of the 126 children included, most demonstrated either no significant RCI change (54-69%) or improvement (8-14%) in memory performance on individual measures a median of 7 months after surgery. A subset of children (23-33%) showed postoperative declines. Change distributions obtained using RCIs and SRBs were not statistically significantly different from each other. Preoperative memory test score, surgery side, surgery extent, and preoperative full scale IQ were predictors of memory decline. Prediction models for memory decline included subsets of these variables with bias-corrected concordance (c) statistics ranging from 0.70-0.75. The models were well calibrated although slightly overestimated the probability of verbal memory decline in high risk patients.

Discussion: This study used empiric methodology to characterize memory outcome in children following temporal lobe resection. Provided online calculator and nomograms may be used by clinicians to estimate the risk of postoperative memory decline for individual patients prior to surgery.

  • Received August 30, 2022.
  • Accepted in final form January 19, 2023.
  • © 2023 American Academy of Neurology

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