ArticleFrontiers in human neuroscience2020
The Role of Moderating Variables on BOLD fMRI Response During Semantic Verbal Fluency and Finger Tapping in Active and Educated Healthy Seniors.
Article in Frontiers in human neuroscience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 10 citations in OpenAlex.
- Electrical stimulation of the cerebellum facilitates automatic but not controlled word retrieval.Brain structure & function · 2023Trial
- Do cognitive reserve proxies capture a common neural signature? A systematic review and meta-analysis of task-based fMRI studies.Psychoradiology · 2026Review
- Sex difference in language cognition in the elderly group: a near-infrared spectroscopy study.Neurophotonics · 2025Article
- Article
- Impact of Using Smartphone While Walking or Standing: A Study Focused on Age and Cognition.Brain sciences · 2023Article
- How the motor system copes with aging: a quantitative meta-analysis of the effect of aging on motor function control.Communications biology · 2022Review
- Sex-Related Differences in Regional Blood-Brain Barrier Integrity in Non-Demented Elderly Subjects.International journal of molecular sciences · 2021Article
- Task and Non-task Brain Activation Differences for Assessment of Depression and Anxiety by fNIRS.Frontiers in psychiatry · 2021Article
- Functional Connectivity and Compensation of Phonemic Fluency in Aging.Frontiers in aging neuroscience · 2021Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Semantic verbal fluency is among the most employed tasks in cognitive aging research and substantial work is devoted to understanding the underlying mechanisms behind age-related differences at the neural and behavioral levels. The present investigation aimed to evaluate the role of moderating variables, such as age, sex, MMSE, and proxies of cognitive reserve (CR) on the hemodynamic response evoked by semantic verbal fluency in healthy young and healthy older adults. So far, no study has been conducted to this end. To elucidate the exclusive effect of the mentioned variables on brain activation during semantic fluency, finger tapping was included as a control task. Results showed that disregarding adjustments for age, older adults displayed important parietal activations during semantic fluency as well as during finger-tapping. Specifically, the anterior intra-parietal sulcus (IPS) and left inferior parietal lobule (IPL) were areas activated in both tasks in the older group. Younger adults, only displayed parietal activations related to age and sex when these demographics were employed as predictors. Concerning proxies of CR in semantic fluency, the only vocabulary was an important moderator in both age groups. Higher vocabulary scores were associated with lesser activation in occipital areas. Education did not show significant correlations with brain activity during semantic fluency in any of the groups. However, both CR proxies were significantly correlated to brain activations of older adults during finger tapping. Specifically, vocabulary was associated with frontal regions, while education correlated with parietal lobe and cingulate gyrus. Finally, the effects of MMSE were mostly observed on brain activation of older adults in both tasks. These findings demonstrate that the effects of moderating variables on shaping brain activation are intricate and not exclusive of complex verbal tasks. Thus, before adjusting for "nuisance variables," their importance needs to be established. This is especially true for samples including older adults for whom a motor task may be a demanding operation due to normal age-related processes of dedifferentiation.
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