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      Phenomics in sport: Can emerging methodology drive advanced insights?

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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.

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          Most cited references51

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              Phenotypic plasticity in the interactions and evolution of species.

              When individuals of two species interact, they can adjust their phenotypes in response to their respective partner, be they antagonists or mutualists. The reciprocal phenotypic change between individuals of interacting species can reflect an evolutionary response to spatial and temporal variation in species interactions and ecologically result in the structuring of food chains. The evolution of adaptive phenotypic plasticity has led to the success of organisms in novel habitats, and potentially contributes to genetic differentiation and speciation. Taken together, phenotypic responses in species interactions represent modifications that can lead to reciprocal change in ecological time, altered community patterns, and expanded evolutionary potential of species.
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                Author and article information

                Contributors
                Journal
                Front Netw Physiol
                Front Netw Physiol
                Front. Netw. Physiol.
                Frontiers in Network Physiology
                Frontiers Media S.A.
                2674-0109
                24 November 2022
                2022
                : 2
                : 1060858
                Affiliations
                [1] 1 Department of Exercise and Sport Science , University of North Carolina at Chapel Hill , Chapel Hill, NC, United States
                [2] 2 Apeiron Life , Menlo Park, CA, United States
                [3] 3 School of Behavioral and Health Sciences , Australia Catholic University , Melbourne, NSW, Australia
                Author notes

                Edited by: Robert Hristovski, Saints Cyril and Methodius University of Skopje, North Macedonia

                Reviewed by: Sergi Garcia-Retortillo, Wake Forest University, United States

                *Correspondence: Adam W. Kiefer, awkiefer@ 123456email.unc.edu

                This article was submitted to Network Physiology of Exercise, a section of the journal Frontiers in Network Physiology

                Article
                1060858
                10.3389/fnetp.2022.1060858
                10012997
                36926080
                fd1ea88c-f393-4b9f-9c78-ebbc7ed6a7b7
                Copyright © 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 cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 03 October 2022
                : 08 November 2022
                Categories
                Network Physiology
                Perspective

                phenomics,phenotypic plasticity,hormesis,critical windows,phenotypic expression

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