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Spanakis M, Fragkiadaki P, Renieri E, Vakonaki E, Fragkiadoulaki I, Alegakis A, Kiriakakis M, Panagiotou N, Ntoumou E, Gratsias I, Zoubaneas E, Morozova GD, Ovchinnikova MA, Tsitsimpikou C, Tsarouhas K, Drakoulis N, Skalny AV, Tsatsakis A. Advancing athletic assessment by integrating conventional methods with cutting-edge biomedical technologies for comprehensive performance, wellness, and longevity insights. Front Sports Act Living 2024; 5:1327792. [PMID: 38260814 PMCID: PMC10801261 DOI: 10.3389/fspor.2023.1327792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/19/2023] [Indexed: 01/24/2024] Open
Abstract
In modern athlete assessment, the integration of conventional biochemical and ergophysiologic monitoring with innovative methods like telomere analysis, genotyping/phenotypic profiling, and metabolomics has the potential to offer a comprehensive understanding of athletes' performance and potential longevity. Telomeres provide insights into cellular functioning, aging, and adaptation and elucidate the effects of training on cellular health. Genotype/phenotype analysis explores genetic variations associated with athletic performance, injury predisposition, and recovery needs, enabling personalization of training plans and interventions. Metabolomics especially focusing on low-molecular weight metabolites, reveal metabolic pathways and responses to exercise. Biochemical tests assess key biomarkers related to energy metabolism, inflammation, and recovery. Essential elements depict the micronutrient status of the individual, which is critical for optimal performance. Echocardiography provides detailed monitoring of cardiac structure and function, while burnout testing evaluates psychological stress, fatigue, and readiness for optimal performance. By integrating this scientific testing battery, a multidimensional understanding of athlete health status can be achieved, leading to personalized interventions in training, nutrition, supplementation, injury prevention, and mental wellness support. This scientifically rigorous approach hereby presented holds significant potential for improving athletic performance and longevity through evidence-based, individualized interventions, contributing to advances in the field of sports performance optimization.
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Affiliation(s)
- Marios Spanakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology – Hellas, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Persefoni Fragkiadaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Elisavet Renieri
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Elena Vakonaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Irene Fragkiadoulaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Athanasios Alegakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Mixalis Kiriakakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | | | | | - Ioannis Gratsias
- Check Up Medicus Biopathology & Ultrasound Diagnostic Center – Polyclinic, Athens, Greece
| | | | - Galina Dmitrievna Morozova
- Bioelementology and Human Ecology Center, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Marina Alekseevna Ovchinnikova
- Department of Sport Medicine and Medical Rehabilitation, I.M. Sechenov First Moscow State Medical University (Sechenov Univercity), Moscow, Russia
| | | | | | - Nikolaos Drakoulis
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | - Anatoly Viktorovich Skalny
- Bioelementology and Human Ecology Center, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
- Medical Elementology Department, Peoples Friendship University of Russia, Moscow, Russia
| | - Aristides Tsatsakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology – Hellas, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
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Wang L, Fan W, Cui L, Yang N, Zhang X, Yu S, Li Y, Wang B. Synthesis and Biological Activity Evaluation of Novel Chalcone Analogues Containing a Methylxanthine Moiety and Their N-Acyl Pyrazoline Derivatives. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:19343-19356. [PMID: 38047436 DOI: 10.1021/acs.jafc.3c05008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
On the basis of the structures of natural methylxanthines and chalcone, a series of novel chalcone analogues containing a methylxanthine moiety, Ia-Ig, and their N-acyl pyrazoline derivatives IIa-IIz and IIaa-IIaf were synthesized and identified through melting points, 1H NMR, 13C NMR, and HRMS. The single crystal of compound IId was obtained, which further illustrated the structural characteristics of the methylxanthine-acylpyrazoline compounds. The biological tests showed that some of them displayed favorable insecticidal activities toward Plutella xylostella L. and were superior to the natural methylxanthine compound caffeine while being comparable with the insecticide triflumuron (e.g., compound Ic: LC50 = 16.8508 mg/L, IIf: LC50 = 1.5721 mg/L, against P. xylostella). Of these compounds, Ic, IIf, and IIu could serve as novel insecticidal leading structures for further study. Some of the compounds showed good fungicidal activities (e.g., compound Ig: EC50 = 14.74 μg/mL, against Rhizoctonia cerealis; IIf: EC50 = 7.06 μg/mL, against Physalospora piricola; IIac: EC50 = 5.37 and 8.19 μg/mL, against Phytophthora capsici and Sclerotinia sclerotiorum, respectively); Ic, Ig, IIa, IIf, IIr, IIs, IIv, IIac, and IIaf could be novel fungicidal leading compounds for further exploration. Furthermore, most of the tested compounds exhibited apparent herbicidal activities against Brassica campestris at a concentration of 100 μg/mL; among others, compound IIa was the best one both toward Brassica campestris and Echinochloa crusgalli and deserves further investigation. The structure-activity relationships of these compounds were also summarized and discussed in detail. The contrast experiment results of compounds C-1 and C-2 showed a positive effect on the biological activity enhancement from the combination of the methylxanthine moiety with the N-dichloroacetyl phenylpyrazoline skeleton. In addition, two 3D-QSAR models with predictive capability were constructed based on the insecticidal and fungicidal activities to afford deep insight into the bioactivity profiles of these compounds. This research provides useful guidance and reference for the discovery and development of novel xanthine natural product-based pesticides.
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Affiliation(s)
- Lei Wang
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Wenqi Fan
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Li Cui
- Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Na Yang
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Xiao Zhang
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Shujing Yu
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Yonghong Li
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Baolei Wang
- State Key Laboratory of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
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