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Structured exercise training improves motor performance and modulates TMS neurophysiological markers in healthy adultsStructured Exercise Training Improves Motor Performance and Brain Markers

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Key Takeaway
Note that structured exercise improves motor performance and neurophysiological markers, but specific optimal protocols remain unclear.

This meta-analysis synthesized data from multiple studies to evaluate how structured exercise training (including resistance, aerobic, skill, balance, or combined training) impacts motor performance and TMS-derived neurophysiological markers in healthy adults. The analysis reported statistically significant pooled effects for both primary and secondary outcomes.

The results showed a Hedges' g of 0.53 (95% CI: 0.10 to 0.95; p < 0.05) for TMS-derived neurophysiological markers and a Hedges' g of 0.58 (95% CI: 0.23 to 0.93; p < 0.01) for motor performance. These findings suggest that exercise training is associated with improvements in these specific metrics.

Several limitations were noted, including moderate between-study heterogeneity (I2 = 64.8% for TMS markers and 54.0% for motor performance). Additionally, prediction intervals crossed zero, several trials had low statistical power, and small subgroup sizes limited the ability to determine which specific training modalities or durations are most effective. Consequently, these results should be viewed as hypothesis-generating rather than definitive evidence for a single optimal exercise protocol.

Researchers looked at how different types of exercise, such as aerobic training, resistance training, and balance exercises, affect the body. They studied a group of healthy adults to see if these workouts changed specific brain signals and physical movement skills.

The results showed that people who followed structured exercise programs had better motor performance compared to those who did not. The study also found that these programs were linked to changes in certain neurophysiological markers measured by brain scans. These findings suggest that consistent training can have a positive impact on both physical ability and brain activity.

It is important to note that the results are not perfectly uniform because different studies used different types of exercise. Because some parts of the study had small groups or limited data, it is not yet clear which specific type of exercise works best. You should talk with a healthcare provider to find the right training plan for your personal goals.

What this means for you:
Structured exercise may improve motor skills and brain markers, but specific types are not yet proven superior.

Common questions

What types of exercise were studied?

The study looked at several types of structured training. These included resistance, aerobic, skill, balance, or a combination of these methods. The researchers found that these programs were linked to improvements in motor performance and neurophysiological markers.

Does this mean any exercise is equally effective?

The study did not find enough evidence to say if one specific type of training or a certain amount of time is better than another. Because the results were not uniform, you should consult a professional to determine the best routine for your needs.

How much did motor performance improve?

The study found statistically significant improvements in motor performance for those who participated in structured exercise programs. These findings suggest that regular training can help with physical movement skills, though results vary across different groups.

Study Details

Study typeMeta analysis
EvidenceLevel 1
PublishedJun 2026
View Original Abstract ↓
BackgroundTranscranial magnetic stimulation (TMS) is a well-established, non-invasive technique for assessing motor cortical and corticospinal function, including corticospinal excitability and intracortical inhibition/facilitation. Because commonly used TMS outcomes reflect different neurophysiological mechanisms, they should not be interpreted as a single construct of “cortical plasticity.” The effects of structured exercise training on these TMS-derived markers and motor performance in healthy adults remain to be systematically clarified.ObjectiveThis systematic review and meta-analysis synthesized evidence from randomized controlled trials (RCTs) to evaluate the effects of exercise training interventions on TMS-derived neurophysiological markers and motor performance in healthy adults.MethodsFollowing PRISMA guidelines, we conducted a comprehensive search of PubMed, Web of Science, Embase, and the Cochrane Central Register of Controlled Trials from inception to December 31, 2025. We included RCTs involving healthy adults (≥18 years) that compared structured exercise training interventions (e.g., resistance, aerobic, skill, balance, or combined training) with control conditions and used TMS to assess neurophysiological outcomes. Data were pooled using random-effects meta-analyses to calculate standardized mean differences (Hedges' g). Heterogeneity, exploratory subgroup differences, sensitivity, and publication bias were examined.ResultsTwelve randomized controlled trials met the inclusion criteria. Across these studies, 14 effect sizes were available for TMS-derived neurophysiological markers and 16 effect sizes were available for motor-performance outcomes. The corresponding analytic samples were 137 exercise and 136 control participants for TMS-derived markers, and 154 exercise and 152 control participants for motor performance. Random-effects meta-analysis showed statistically significant pooled effects for TMS-derived neurophysiological markers (Hedges' g = 0.53; 95% CI: 0.10 to 0.95; p < 0.05) and motor performance (Hedges' g = 0.58; 95% CI: 0.23 to 0.93; p < 0.01). Moderate heterogeneity was observed for both outcomes (I2 = 64.8% and 54.0%, respectively), and prediction intervals crossed zero. Exploratory subgroup analyses suggested possible differences by intervention duration and training modality, but the duration meta-regression was non-significant and several subgroups had very small K. These subgroup findings should therefore be interpreted as hypothesis-generating rather than confirmatory. Certainty of evidence, assessed via GRADE, was moderate for both outcomes after downgrading for risk of bias, inconsistency, and possible publication bias.ConclusionExercise training interventions may improve motor performance and modulate TMS-derived neurophysiological markers in healthy adults, but the certainty and generalizability of these findings are limited. The heterogeneity of TMS markers, moderate between-study heterogeneity, prediction intervals crossing zero, small subgroup sizes, low statistical power of several trials, and possible small-study effects mean that the pooled results should not be interpreted as uniform or definitive effects. Current evidence is insufficient to establish the superiority of any specific training duration or modality. More standardized, adequately powered RCTs are needed to confirm prescription parameters and long-term effects.Systematic review registrationhttps://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD420261343170, identifier: CRD420261343170.
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