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Autonomic flexibility reflects learning and associated neuroplasticity in old age
- Source :
- Human Brain Mapping
- Publication Year :
- 2020
- Publisher :
- Wiley, 2020.
-
Abstract
- Effective learning in old age, particularly in those at risk for dementia, is essential for prolonging independent living. Individual variability in learning, however, is remarkable; that is, months of cognitive training to improve learning may be beneficial for some individuals but not others. So far, little is known about which neurophysiological mechanisms account for the observed variability in learning induced by cognitive training in older adults. By combining Lövdén et al.'s (2010, A theoretical framework for the study of adult cognitive plasticity. Psychological Bulletin, 136, 659–676) framework proposing the role of adaptation capacity in neuroplasticity and a neurovisceral integration model of the relationship between autonomic nervous system (ANS) and brain with a novel shapelet analytical approach that allows for accurate and interpretable analysis of time series data, we discovered an acute, ECG‐derived ANS segment in response to cognitive training tasks at baseline that predicted learning outcomes from a 6‐week cognitive training intervention. The relationship between the ANS segment and learning was robust in both cross‐participant and cross‐task analyses among a group of older adults with amnestic mild cognitive impairment. Furthermore, the revealed ANS shapelet significantly predicted training‐induced neuroplasticity in the dorsal anterior cingulate cortex and select frontal regions during task fMRI. Across outcome measures, individuals were less likely to prospectively benefit from the cognitive training if their ECG data were more similar to this particular ANS segment at baseline. Our findings are among the first empirical evidence to confirm that adaptation capacity, indexed by ANS flexibility, predicts individual differences in learning and associated neuroplasticity beyond individual characteristics (e.g., age, education, neurodegeneration, total training).<br />We provide first line of empirical evidence confirming the theoretical relationship between adaptation capacity, ANS flexibility is a main indictor of which, and neuroplasticity. The identified ANS segment can help determine which individuals may be more responsive to a particular cognitive training.
- Subjects :
- Male
Aging
education
050105 experimental psychology
amnestic mild cognitive impairment
Electrocardiography
03 medical and health sciences
0302 clinical medicine
Double-Blind Method
Neuroplasticity
medicine
Humans
Dementia
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Research Articles
Anterior cingulate cortex
Aged
Aged, 80 and over
learning
Neuronal Plasticity
Radiological and Ultrasound Technology
autonomic nervous system
05 social sciences
Flexibility (personality)
Neurophysiology
medicine.disease
Adaptation, Physiological
Magnetic Resonance Imaging
Cognitive training
anterior cingulate cortex
Autonomic nervous system
medicine.anatomical_structure
Neurology
Practice, Psychological
Female
Neurology (clinical)
adaptation capacity
Anatomy
Psychology
030217 neurology & neurosurgery
Independent living
Research Article
Cognitive psychology
Subjects
Details
- ISSN :
- 10970193 and 10659471
- Volume :
- 41
- Database :
- OpenAIRE
- Journal :
- Human Brain Mapping
- Accession number :
- edsair.doi.dedup.....e5b9d221a8cc5778e4d9ffb4e18787ec
- Full Text :
- https://doi.org/10.1002/hbm.25034