Personalized Sports Nutrition Intervention Using Genetic Testing and Wearable Devices

被引:0
作者
Yang, Jitao [1 ]
机构
[1] Beijing Language & Culture Univ, Sch Informat Sci, Beijing 100083, Peoples R China
来源
ICT FOR HEALTH, ACCESSIBILITY AND WELLBEING, IHAW 2022 | 2023年 / 1799卷
基金
中央高校基本科研业务费专项资金资助;
关键词
Personalized Nutrition; Sports Nutrition; Personalized Sports; Genetic Testing; Wearable Devices; Lifestyle;
D O I
10.1007/978-3-031-29548-5_12
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Individuals' characteristics are different, therefore we need personalized sports nutrition programs. Modern sports nutrition programs should analyze multi-dimensional data such as genetic information, clinical manifestations (e.g., gender, age, health status, family history, diet preference, food tolerance and allergens), biometric data, and sports ability to improve health and sports performance. Revealing the genetic and biological mechanism of human sports ability at the molecular level has made some remarkable achievements in the fields of sports nutrition supplementation, sports injury prevention, sports performance improvement, etc. Wearable devices such as smart watches are broadly used to monitor the biometric data of users. In this paper, we first introduce the development of wearable devices, and describe the genetic factors affecting sports and nutrition, then we summarize the physiological indicators could be collected by wearable devices and discuss the indicators suitable for application in the field of personalized nutrition. Further, we demonstrate our sports genetic testing service. Combing genetic testing data, wearable device data, and lifestyle data, finally, we give our personalized sports and nutrition solution, which can improve individual's sports effect and health effectively.
引用
收藏
页码:177 / 186
页数:10
相关论文
共 22 条
[1]   Genome-Wide Association Study Reveals a Novel Association Between MYBPC3 Gene Polymorphism, Endurance Athlete Status, Aerobic Capacity and Steroid Metabolism [J].
Al-Khelaifi, Fatima ;
Yousri, Noha A. ;
Diboun, Ilhame ;
Semenova, Ekaterina A. ;
Kostryukova, Elena S. ;
Kulemin, Nikolay A. ;
Borisov, Oleg V. ;
Andryushchenko, Liliya B. ;
Larin, Andrey K. ;
Generozov, Edward V. ;
Miyamoto-Mikami, Eri ;
Murakami, Haruka ;
Zempo, Hirofumi ;
Miyachi, Motohiko ;
Takaragawa, Mizuki ;
Kumagai, Hiroshi ;
Naito, Hisashi ;
Fuku, Noriyuki ;
Abraham, David ;
Hingorani, Aroon ;
Donati, Francesco ;
Botre, Francesco ;
Georgakopoulos, Costas ;
Suhre, Karsten ;
Ahmetov, Ildus I. ;
Albagha, Omar ;
Elrayess, Mohamed A. .
FRONTIERS IN GENETICS, 2020, 11
[2]   Establishing a Global Standard for Wearable Devices in Sport and Fitness: Perspectives from the New England Chapter of the American College of Sports Medicine Members [J].
Ash, Garrett I. ;
Stults-Kolehmainen, Matthew ;
Busa, Michael A. ;
Gregory, Robert ;
Garber, Carol Ewing ;
Liu, Jason ;
Gerstein, Mark ;
Casajus, Jose Antonio ;
Gonzalez-Aguero, Alex ;
Constantinou, Demitri ;
Geistlinger, Michael ;
Guppy, Fergus M. ;
Pigozzi, Fabio ;
Pitsiladis, Yannis P. .
CURRENT SPORTS MEDICINE REPORTS, 2020, 19 (02) :45-49
[3]   Higher Serum 25-Hydroxyvitamin D Concentrations Associate with a Faster Recovery of Skeletal Muscle Strength after Muscular Injury [J].
Barker, Tyler ;
Henriksen, Vanessa T. ;
Martins, Thomas B. ;
Hill, Harry R. ;
Kjeldsberg, Carl R. ;
Schneider, Erik D. ;
Dixon, Brian M. ;
Weaver, Lindell K. .
NUTRIENTS, 2013, 5 (04) :1253-1275
[4]   Accuracy of Optical Heart Rate Sensing Technology in Wearable Fitness Trackers for Young and Older Adults: Validation and Comparison Study [J].
Chow, Hsueh-Wen ;
Yang, Chao-Ching .
JMIR MHEALTH AND UHEALTH, 2020, 8 (04)
[5]   Wearable Sleep Technology in Clinical and Research Settings [J].
De Zambotti, Massimiliano ;
Cellini, Nicola ;
Goldstone, Aimee ;
Colrain, Ian M. ;
Baker, Fiona C. .
MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2019, 51 (07) :1538-1557
[6]   Wrist-Worn Wearables for Monitoring Heart Rate and Energy Expenditure While Sitting or Performing Light-to-Vigorous Physical Activity: Validation Study [J].
Dueking, Peter ;
Giessing, Laura ;
Frenkel, Marie Ottilie ;
Koehler, Karsten ;
Holmberg, Hans-Christer ;
Sperlich, Billy .
JMIR MHEALTH AND UHEALTH, 2020, 8 (05)
[7]   Endurance Performance: Genes or Gene Combinations? [J].
Gomez-Gallego, F. ;
Santiago, C. ;
Gonzalez-Freire, M. ;
Muniesa, C. A. ;
del Valle, M. Fernandez ;
Perez, M. ;
Foster, C. ;
Lucia, A. .
INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2009, 30 (01) :66-72
[8]   Monitoring Training Load to Understand Fatigue in Athletes [J].
Halson, Shona L. .
SPORTS MEDICINE, 2014, 44 :S139-S147
[9]   The Impact of Wearable Technologies in Health Research: Scoping Review [J].
Huhn, Sophie ;
Axt, Miriam ;
Gunga, Hanns-Christian ;
Maggioni, Martina Anna ;
Munga, Stephen ;
Obor, David ;
Sie, Ali ;
Boudo, Valentin ;
Bunker, Aditi ;
Sauerborn, Rainer ;
Baernighausen, Till ;
Barteit, Sandra .
JMIR MHEALTH AND UHEALTH, 2022, 10 (01)
[10]   Single Nucleotide Polymorphisms Upstream from the β-Carotene 15,15′-Monoxygenase Gene Influence Provitamin A Conversion Efficiency in Female Volunteers [J].
Lietz, Georg ;
Oxley, Anthony ;
Leung, Wing ;
Hesketh, John .
JOURNAL OF NUTRITION, 2012, 142 (01) :161S-165S