Effects of Linear and Undulating Resistance Training Periodization on Executive Functions, Physical Adaptations, and Peripheral Muscle-Brain Axis Biomarkers in Young University Students: A Randomized Pilot Trial

Palabras clave: Resistance training, periodization, executive functions, muscle-brain axis, BDNF

Resumen

The potential contribution of resistance training to cognitive and systemic health has received increasing attention; however, less is known about whether different periodization models can be feasibly implemented in university settings while producing preliminary signals in executive functions, physical adaptations, and peripheral biomarkers related to the muscle-brain axis. This pilot randomized controlled trial examined the feasibility, safety, acceptability, and preliminary effects of 12 weeks of linear and undulating resistance training periodization compared with an active control condition in young university students. Sixty participants were randomized in a 1:1:1 ratio to linear periodization, undulating periodization, or active control. The primary outcome was feasibility, assessed through retention, adherence, data completeness, fidelity, acceptability, and adverse events. Secondary outcomes included inhibitory control, working memory, cognitive flexibility, estimated maximal strength, handgrip strength, countermovement jump, muscle mass, and body fat. Exploratory outcomes included peripheral BDNF, cathepsin B, IGF-1, IL-6, and C-reactive protein. Analyses included descriptive statistics, linear mixed models, ANCOVA sensitivity models, complete-case and per-protocol comparisons, Hedges’ g, and exploratory association analyses. Posttest retention was 95.0%, data completeness was 95.0%, per-protocol inclusion was 90.0%, and no serious adverse events were observed. Adherence was high across groups, and acceptability was favorable, although lower in the active control group. Significant group-by-time signals were observed for executive function outcomes, physical performance, body composition, and peripheral biomarkers, with larger preliminary changes in the resistance training groups than in the active control condition. The findings support the feasibility and preliminary analytical stability of a university-based periodized resistance training protocol. Nevertheless, biomarker findings should be interpreted as peripheral exploration signals rather than direct evidence of central neuroplasticity. A fully powered preregistered trial is warranted to confirm efficacy and clarify mechanisms.

Descargas

La descarga de datos todavía no está disponible.

Citas

Chan, A.-W., Tetzlaff, J. M., Altman, D. G., Laupacis, A., Gøtzsche, P. C., Krleža-Jerić, K., Hróbjartsson, A., Mann, H., Dickersin, K., Berlin, J. A., Doré, C. J., Parulekar, W. R., Summerskill, W. S. M., Groves, T., Schulz, K. F., Sox, H. C., Rockhold, F. W., Rennie, D., & Moher, D. (2013). SPIRIT 2013 statement: Defining standard protocol items for clinical trials. Annals of Internal Medicine, 158(3), 200-207. https://doi.org/10.7326/0003-4819-158-3-201302050-00583

Diamond, A. (2013). Executive functions. Annual Review of Psychology, 64, 135-168. https://doi.org/10.1146/annurev-psych-113011-143750

Eldridge, S. M., Chan, C. L., Campbell, M. J., Bond, C. M., Hopewell, S., Thabane, L., Lancaster, G. A., & PAFS Consensus Group. (2016). CONSORT 2010 statement: Extension to randomised pilot and feasibility trials. BMJ, 355, i5239. https://doi.org/10.1136/bmj.i5239

Grgic, J., Mikulic, P., Podnar, H., & Pedisic, Z. (2017). Effects of linear and daily undulating periodized resistance training programs on measures of muscle hypertrophy: A systematic review and meta-analysis. PeerJ, 5, e3695. https://doi.org/10.7717/peerj.3695

Harries, S. K., Lubans, D. R., & Callister, R. (2015). Systematic review and meta-analysis of linear and undulating periodized resistance training programs on muscular strength. Journal of Strength and Conditioning Research, 29(4), 1113-1125. https://doi.org/10.1519/JSC.0000000000000712

Hoffmann, T. C., Glasziou, P. P., Boutron, I., Milne, R., Perera, R., Moher, D., Altman, D. G., Barbour, V., Macdonald, H., Johnston, M., Lamb, S. E., Dixon-Woods, M., McCulloch, P., Wyatt, J. C., Chan, A.-W., & Michie, S. (2014). Better reporting of interventions: Template for Intervention Description and Replication (TIDieR) checklist and guide. BMJ, 348, g1687. https://doi.org/10.1136/bmj.g1687

Huang, T.-Y., Chen, F.-T., Li, R.-H., Hillman, C. H., Cline, T. L., Chu, C.-H., Hung, T.-M., & Chang, Y.-K. (2022). Effects of acute resistance exercise on executive function: A systematic review of the moderating role of intensity and executive function domain. Sports Medicine - Open, 8, 141. https://doi.org/10.1186/s40798-022-00527-7

Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49-100. https://doi.org/10.1006/cogp.1999.0734

Moon, H. Y., Becke, A., Berron, D., Becker, B., Sah, N., Benoni, G., Janke, E., Lubejko, S. T., Greig, N. H., Mattison, J. A., Duzel, E., & van Praag, H. (2016). Running-induced systemic cathepsin B secretion is associated with memory function. Cell Metabolism, 24(2), 332-340. https://doi.org/10.1016/j.cmet.2016.05.025

Morris, S. B. (2008). Estimating effect sizes from pretest-post test-control group designs. Organizational Research Methods, 11(2), 364-386. https://doi.org/10.1177/1094428106291059

Secretaría de Salud. (2013). NOM-012-SSA3-2012, que establece los criterios para la ejecución de proyectos de investigación para la salud en seres humanos. Diario Oficial de la Federación. https://www.dof.gob.mx/nota_detalle.php?codigo=5284148&fecha=04/01/2013

Severinsen, M. C. K., & Pedersen, B. K. (2020). Muscle-organ crosstalk: The emerging roles of myokines. Endocrine Reviews, 41(4), 594-609. https://doi.org/10.1210/endrev/bnaa016

Singh, B., Bennett, H., Miatke, A., Dumuid, D., Curtis, R., Ferguson, T., Brinsley, J., Szeto, K., Petersen, J. M., Gough, C., Eglitis, E., Simpson, C. E. M., Ekegren, C. L., Smith, A. E., Erickson, K. I., & Maher, C. (2025). Effectiveness of exercise for improving cognition, memory and executive function: A systematic umbrella review and meta-meta-analysis. British Journal of Sports Medicine, 59(12), 866-876. https://doi.org/10.1136/bjsports-2024-108589

Slade, S. C., Dionne, C. E., Underwood, M., & Buchbinder, R. (2016). Consensus on Exercise Reporting Template (CERT): Explanation and elaboration statement. British Journal of Sports Medicine, 50(23), 1428-1437. https://doi.org/10.1136/bjsports-2016-096651

Want, A., Morgan, J. E., & Barde, Y.-A. (2023). Brain-derived neurotrophic factor measurements in mouse serum and plasma using a sensitive and specific enzyme-linked immunosorbent assay. Scientific Reports, 13, 7740. https://doi.org/10.1038/s41598-023-34262-0

World Medical Association. (2025). World Medical Association Declaration of Helsinki: Ethical principles for medical research involving human participants. JAMA, 333(1), 71-74. https://doi.org/10.1001/jama.2024.21972

Zhang, Z., Ya, X., Zhao, X., Liu, Z., Luo, J., Liu, Y., & Bu, Y. (2026). Comparison of linear and undulating periodization resistance training on athletic capacities and health promotion: A systematic review and meta-analysis. Frontiers in Public Health, 14, 1707627. https://doi.org/10.3389/fpubh.2026.1707627

Publicado
2026-07-03
Cómo citar
Valdez Lizárraga, P. A., Wlin Rodríguez, P. J., Martínez García, V. M., Díaz Romero, Y., & Garcia Lopez, G. P. (2026). Effects of Linear and Undulating Resistance Training Periodization on Executive Functions, Physical Adaptations, and Peripheral Muscle-Brain Axis Biomarkers in Young University Students: A Randomized Pilot Trial. Ciencia Latina Revista Científica Multidisciplinar, 10(3), 4544-4578. https://doi.org/10.37811/cl_rcm.v10i3.24499
Sección
Ciencias y Tecnologías