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DOI 10.3389/fnagi.2026.1921302

Медицинская библиотека · Frontiers in aging neuroscience · 2026

Behavioral markers of motor reserve: stability, lateralization, and consistency.

Vagni David, Principe Emanuela, Pirrotta Melissa, Catalano Laura, Milasi Chiara, De Francesco Morena, Giustiniani Andreina, Arena Chiara, Scarfone Francesco, Quartarone Angelo, Bosco Domenico, Pioggia Giovanni, Cerasa Antonio

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Аннотация

BACKGROUND

Motor reserve has been phenomenologically defined as the capacity to maintain motor performance despite aging-related or disease-related changes, but its objective kinematic basis remains insufficiently characterized. We operationalized motor reserve using measures from a sensor-equipped glove and tested whether they capture inter-individual differences beyond chronological aging.

METHODS

We enrolled 100 healthy adults (50 older and 50 younger) with a deliberately bimodal age distribution contrasting a young baseline with an older sample of interest. The glove recorded finger-level contact events during four tapping tasks (self-paced, maximum-velocity, synchronization to a 2-Hz metronome, and continuation after metronome withdrawal), each performed under right-hand, left-hand, and bilateral conditions. Motor reserve was assessed with the Motor Reserve Index questionnaire. Candidate kinematic indices were constructed to capture endogenous timing stability, externally paced velocity, bimanual coordination, touch-duration lateralization, and cross-context consistency (ClinicalTrials.gov database n° NCT07634055).

RESULTS

The central finding concerns which kinematic dimensions survive adjustment for chronological age. Aging affected a broad set of glove-derived parameters, most strongly under external pacing. After formal assessment of age confounding, three of the five candidate axes-endogenous timing stability, touch-duration lateralization, and cross-context consistency-retained an association with the Motor Reserve Index questionnaire (MRIq) independent of age, whereas externally paced velocity tracked age rather than reserve. A residual index (rMR) combining the three retained axes was associated with MRIq within the older group and predicted it out-of-sample (leave-one-out r = +0.50; r = +0.42 under nested cross-validation). Supporting analyses showed that the association was absent in the younger group, that the group-by-index interaction was significant, and that rMR was related to MRIq but not to cognitive reserve (CRIq) or to general neuropsychological performance.

CONCLUSION

These findings provide initial evidence for a candidate kinematic index of motor reserve in healthy aging. Motor reserve was not reducible to global motor speed or chronological age but expressed as a multidimensional profile of timing stability, lateralized motor organization, and consistency across task contexts.

Для цитирования: Vagni David, Principe Emanuela, Pirrotta Melissa, Catalano Laura, Milasi Chiara, De Francesco Morena, Giustiniani Andreina, Arena Chiara, Scarfone Francesco, Quartarone Angelo, Bosco Domenico, Pioggia Giovanni, Cerasa Antonio. Behavioral markers of motor reserve: stability, lateralization, and consistency.. Frontiers in aging neuroscience. 2026. DOI: 10.3389/fnagi.2026.1921302.
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