SynthesisNeuropsychology review2020
The Effects of Cognitive Training on Brain Network Activity and Connectivity in Aging and Neurodegenerative Diseases: a Systematic Review.
Synthesis in Neuropsychology review, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
61 citing papers in PubMed, 8 syntheses or guidelines pooled it, 110 citations in OpenAlex.
- Domain-general behavioral gains and neural correlates of cognitive training in healthy populations: a neuroimaging meta-analysis.Behavioral and brain functions : BBF · 2026Pooled it
- Cognitive training in neurological disorders: meta-analytic evidence for behavioral gains and neural correlates.Behavioral and brain functions : BBF · 2026Pooled it
- Cognitive Training During Midlife: A Systematic Review and Meta-Analysis.Neuropsychology review · 2025Pooled it
- Pooled it
- Cognition, body, and mind: A three-in-one coordinate-based fMRI meta-analysis on cognitive, physical, and meditative trainings.Human brain mapping · 2023Pooled it
- Effectiveness of online-based cognitive intervention in community-dwelling older adults with cognitive dysfunction: A systematic review and meta-analysis.International journal of geriatric psychiatry · 2023Pooled it
- Evaluation of Computerized Cognitive Training and Cognitive and Daily Function in Patients Living With HIV: A Meta-analysis.JAMA network open · 2022Pooled it
- Effects of preventive interventions on neuroimaging biomarkers in subjects at-risk to develop Alzheimer's disease: A systematic review.Frontiers in aging neuroscience · 2022Pooled it
- A randomised controlled trial of physical activity and cognitive training in older adults: the PhABHeaD study.Trials · 2026Trial
- Improving Recovery and Outcomes Every Day After the ICU (IMPROVE): A Randomized Controlled Trial.Critical care medicine · 2025Trial
- Efficacy of a group-based 8-week multicomponent cognitive training on cognition, mood and activities of daily living among healthy older adults: A two-year follow-up of a randomized controlled trial.The journal of prevention of Alzheimer's disease · 2025Trial
- Feasibility and effects of cognitive training on cognition and psychosocial function in Huntington's disease: a randomised pilot trial.Journal of neurology · 2025Trial
- Effects of combined dietary intervention and physical-cognitive exercise on cognitive function and cardiometabolic health of postmenopausal women with obesity: a randomized controlled trial.The international journal of behavioral nutrition and physical activity · 2024Trial
- Trial
- Effects of Exercise Alone or Combined With Cognitive Training and Vitamin D Supplementation to Improve Cognition in Adults With Mild Cognitive Impairment: A Randomized Clinical Trial.JAMA network open · 2023Trial
- Combining exercise with cognitive training and vitamin DGeroScience · 2023Trial
- Inter-individual differences in baseline dynamic functional connectivity are linked to cognitive aftereffects of tDCS.Scientific reports · 2022Trial
- Proximal improvement and higher-order resting state network change after multidomain cognitive training intervention in healthy older adults.GeroScience · 2022Trial
- Eight-week multi-domain cognitive training does not impact large-scale resting-state brain networks in Parkinson's disease.NeuroImage. Clinical · 2022Trial
- Cognitive and Neural Preservation in Older Language Learners: The CNPOLL Framework.Journal of psycholinguistic research · 2026Review
1 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cognitive training (CT) is an increasingly popular, non-pharmacological intervention for improving cognitive functioning in neurodegenerative diseases and healthy aging. Although meta-analyses support the efficacy of CT in improving cognitive functioning, the neural mechanisms underlying the effects of CT are still unclear. We performed a systematic review of literature in the PubMed, Embase and PsycINFO databases on controlled CT trials (N > 20) in aging and neurodegenerative diseases with pre- and post-training functional MRI outcomes up to November 23rd 2018 (PROSPERO registration number CRD42019103662). Twenty articles were eligible for our systematic review. We distinguished between multi-domain and single-domain CT. CT induced both increases and decreases in task-related functional activation, possibly indicative of an inverted U-shaped curve association between regional brain activity and task performance. Functional connectivity within 'cognitive' brain networks was consistently reported to increase after CT while a minority of studies additionally reported increased segregation of frontoparietal and default mode brain networks. Although we acknowledge the large heterogeneity in type of CT, imaging methodology, in-scanner task paradigm and analysis methods between studies, we propose a working model of the effects of CT on brain activity and connectivity in the context of current knowledge on compensatory mechanisms that are associated with aging and neurodegenerative diseases.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.