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. 2025 Feb;10(1):286-297.
doi: 10.1002/epi4.13118. Epub 2024 Dec 19.

Verbal paired associates learning lateralizes left hippocampal sclerosis in temporal lobe epilepsy

Affiliations

Verbal paired associates learning lateralizes left hippocampal sclerosis in temporal lobe epilepsy

Andy Sitoh et al. Epilepsia Open. 2025 Feb.

Abstract

Objective: Left hippocampal sclerosis (HS) is associated with verbal-specific memory impairment. This association is well established for word list learning tasks, and there is some evidence that this may also be relevant to verbal paired associates learning (PAL), though the evidence is limited. We aimed to evaluate the utility of verbal PAL as a marker for left HS, compare this with word list learning, and derive cutoff scores to facilitate clinical application.

Methods: Retrospective analysis of Rey Auditory Verbal Learning Test (RAVLT) and PAL scores obtained from 116 surgically naïve temporal lobe epilepsy patients with HS (14 bilateral, 57 left, 45 right; range of N across test indices: 77-110).

Results: Relative to right HS, left HS and bilateral HS were associated with poorer performance on PAL Hard Pairs (p < 0.001) and all RAVLT indices (p < 0.001), with performance comparable in left HS and bilateral HS (p > 0.05). PAL Hard Pairs and all RAVLT indices displayed acceptable discriminatory ability (AUC > 0.70) in classifying left-sided HS (unilateral left or bilateral HS), with RAVLT delayed recall the strongest predictor (AUC = 0.87; PAL Hard Pairs Learning and Delay = 0.80 and 0.83, respectively). Optimal cutoff scores for left-sided HS classification were generated.

Significance: Although the RAVLT delayed recall was the strongest predictor of left-sided HS, PAL Hard Pairs also demonstrated excellent discriminatory capacity, offering an additional cognitive marker of left hippocampal integrity to complement word list learning in clinical assessments.

Plain language statement: The results of the study show that the ability to learn unrelated pairs of words (e.g., "silver"-"run") is compromised in the setting of epilepsy with left-sided hippocampal sclerosis (HS), be it unilateral left HS or bilateral HS. The ability of unrelated word pair learning to discriminate left vs. right HS was comparable to word list learning, a task with demonstrated sensitivity to left HS. Our results suggest that the ability to learn unrelated pairs of words provides another useful marker of left-sided hippocampal compromise in epilepsy. We provide cutoff scores to facilitate clinical interpretation.

Keywords: Rey auditory verbal learning task; Weschler memory scale; receiver operating characteristic; verbal memory; verbal paired associate learning; word list learning.

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Conflict of interest statement

PP is supported by an Emerging Leadership Investigator Grant from the Australian National Health and Medical Research Council (APP2017651), The University of Melbourne, Monash University, the Austin Medical Research Foundation, and the Norman Beischer Medical Research Foundation. He has received speaker honoraria or consultancy fees to his institution from Chiesi, Eisai, LivaNova, Novartis, Sun Pharma, Supernus, and UCB Pharma, outside the submitted work. He is an Associate Editor for Epilepsia Open. The remaining authors have no conflicts of interest. We confirm that we have read the Journal's position on issues involved in ethical publication and affirm that this report is consistent with those guidelines.

Figures

FIGURE 1
FIGURE 1
Stylized coronal slices through the hippocampus showing unilateral right HS (A, blue circle), unilateral left HS (B, green circle), and bilateral HS (C, red circles). (D–H) summarize performance on the hard pairs from the verbal PAL and on the RAVLT. Relative to unilateral right HS (blue), HS affecting the left hippocampus—be it unilateral (green) or in the setting of bilateral HS (red)—is associated with reduced learning (D) and delayed recall (E) of hard pairs on the PAL, and with reduced learning (F), post‐interference recall ("A6") and delayed recall ("A7") (G) on the RAVLT. Bars represent mean scores; error bars represent 95% confidence intervals. HS, hippocampal sclerosis; PAL, paired associates learning; RAVLT, Rey Auditory Verbal Learning Test.
FIGURE 2
FIGURE 2
Receiver Operating Characteristic (ROC) curves for immediate recall (A) and delayed recall indices (B) for both PAL Hard Pairs and the RAVLT in classifying left‐sided HS (unilateral left HS or bilateral HS). HS, hippocampal sclerosis; PAL, paired associates learning; RAVLT, Rey Auditory Verbal Learning Test.

References

    1. Baxendale S, Wilson SJ, Baker GA, Barr W, Helmstaedter C, Hermann BP, et al. Indications and expectations for neuropsychological assessment in epilepsy surgery in children and adults. Epileptic Disord. 2019;21(3):221–234. - PubMed
    1. Baxendale SA, Van Paesschen W, Thompson PJ, Connelly A, Duncan JS, Harkness WF, et al. The relationship between quantitative MRI and neuropsychological functioning in temporal lobe epilepsy. Epilepsia. 1998;39(2):158–166. - PubMed
    1. Hermann BP, Seidenberg M, Schoenfeld J, Davies K. Neuropsychological characteristics of the syndrome of mesial temporal lobe epilepsy. Arch Neurol. 1997;54(4):369–376. - PubMed
    1. Witt J, Coras R, Schramm J, Becker AJ, Elger CE, Blümcke I, et al. The overall pathological status of the left hippocampus determines preoperative verbal memory performance in left mesial temporal lobe epilepsy. Hippocampus. 2014;24(4):446–454. - PubMed
    1. Ljung H, Strandberg MC, Björkman‐Burtscher IM, Psouni E, Källén K. Test‐specific differences in verbal memory assessments used prior to surgery in temporal lobe epilepsy. Epilepsy Behav. 2018;87:18–24. - PubMed

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