Phenomics in sport : Can emerging methodology drive advanced insights?
Journal article
Kiefer, Adam W. and Martin, David. (2022). Phenomics in sport : Can emerging methodology drive advanced insights? Frontiers in Network Physiology. 2, pp. 1-8. https://doi.org/10.3389/fnetp.2022.1060858
Authors | Kiefer, Adam W. and Martin, David |
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Abstract | Methodologies in applied sport science have predominantly driven a reductionist grounding to component-specific mechanisms to drive athlete training and care. While linear mechanistic approaches provide useful insights, they have impeded progress in the development of more complex network physiology models that consider the temporal and spatial interactions of multiple factors within and across systems and subsystems. For this, a more sophisticated approach is needed and the development of such a methodological framework can be considered a Sport Grand Challenge. Specifically, a transdisciplinary phenomics-based scientific and modeling framework has merit. Phenomics is a relatively new area in human precision medicine, but it is also a developed area of research in the plant and evolutionary biology sciences. The convergence of innovative precision medicine, portable non-destructive measurement technologies, and advancements in modeling complex human behavior are central for the integration of phenomics into sport science. The approach enables application of concepts such as phenotypic fitness, plasticity, dose-response dynamics, critical windows, and multi-dimensional network models of behavior. In addition, profiles are grounded in indices of change, and models consider the athlete’s performance or recovery trajectory as a function of their dynamic environment. This new framework is introduced across several example sport science domains for potential integration. Specific factors of emphasis are provided as potential candidate fitness variables and example profiles provide a generalizable modeling approach for precision training and care. Finally, considerations for the future are discussed, including scaling from individual athletes to teams and additional factors necessary for the successful implementation of phenomics. |
Keywords | phenomics; phenotypic plasticity; hormesis; critical windows; phenotypic expression |
Year | 01 Jan 2022 |
Journal | Frontiers in Network Physiology |
Journal citation | 2, pp. 1-8 |
Publisher | Open Access ejournal |
ISSN | 2674-0109 |
Digital Object Identifier (DOI) | https://doi.org/10.3389/fnetp.2022.1060858 |
Web address (URL) | https://www.frontiersin.org/articles/10.3389/fnetp.2022.1060858/full |
Open access | Published as ‘gold’ (paid) open access |
Page range | 1-8 |
Publisher's version | License File Access Level Open |
Output status | Published |
Publication dates | |
Online | 24 Nov 2022 |
Publication process dates | |
Accepted | 08 Nov 2022 |
Deposited | 06 Jun 2024 |
Additional information | © 2022 Kiefer and Martin. |
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is | |
Place of publication | Switzerland |
https://acuresearchbank.acu.edu.au/item/908yv/phenomics-in-sport-can-emerging-methodology-drive-advanced-insights
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Publisher's version
OA_Martin_2022_Phenomics_in_sport_Can_emerging_methodology.pdf | |
License: CC BY 4.0 | |
File access level: Open |
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