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Hanigan MD, Daley VL. Use of Mechanistic Nutrition Models to Identify Sustainable Food Animal Production. Annu Rev Anim Biosci 2020; 8:355-376. [PMID: 31730368 DOI: 10.1146/annurev-animal-021419-083913] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
To feed people in the coming decades, an increase in sustainable animal food production is required. The efficiency of the global food production system is dependent on the knowledge and improvement of its submodels, such as food animal production. Scientists use statistical models to interpret their data, but models are also used to understand systems and to integrate their components. However, empirical models cannot explain systems. Mechanistic models yield insight into the mechanism and provide guidance regarding the exploration of the system. This review offers an overview of models, from simple empirical to more mechanistic models. We demonstrate their applications to amino acid transport, mass balance, whole-tissue metabolism, digestion and absorption, growth curves, lactation, and nutrient excretion. These mechanistic models need to be integrated into a full model using big data from sensors, which represents a new challenge. Soon, training in quantitative and computer science skills will be required to develop, test, and maintain advanced food system models.
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Affiliation(s)
- Mark D Hanigan
- Department of Dairy Science, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA; ,
| | - Veridiana L Daley
- Department of Dairy Science, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA; , .,National Animal Nutrition Program (NANP), Department of Animal & Food Sciences, University of Kentucky, Lexington, Kentucky 40546, USA
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Alberga AS, Farnesi BC, Lafleche A, Legault L, Komorowski J. The effects of resistance exercise training on body composition and strength in obese prepubertal children. PHYSICIAN SPORTSMED 2013; 41:103-9. [PMID: 24113708 DOI: 10.3810/psm.2013.09.2028] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE To assess the effects of resistance exercise training on body composition and muscular strength in obese prepubertal children. DESIGN Study participants, who were between the ages of 8 and 12 years, met Tanner I (stage) criteria, had a body mass index ≥ 95th percentile for age and sex, were randomized to either high-repetition, moderate-intensity resistance training (n = 12) or to the non-intervention control group (n = 7) for 12 weeks. Exercise training was performed twice a week for 75 minutes per session. Body composition was assessed using dual energy x-ray absorptiometry and muscular strength was evaluated using a 1-repetition-maximum test. RESULTS Exercise-group participants attended 98% of the 24 total sessions and showed a significant increase in body weight (57.6± 13.5 vs 59.6± 14.1 kg), height (144.9± 9 vs 146.6± 10.4 cm), lean body mass (32.6± 6.8 vs 34.0± 7.0 kg), lean body mass index (lean body mass in kg/height2; 15.3± 1.6 vs 15.6± 1.5 kg/m2), arm strength (28.4± 5.8 vs 31.2± 6.0 kg), and leg strength (89.4± 31.7 vs 113.4± 34 2 kg) from baseline measures (P < 0.05). Control group participants also showed significant increases in weight, height, and lean body mass from baseline measures (P < 0.05) but not in arm or leg strength. When the changes in participant body composition and muscular strength were compared between the exercise and control groups, significant differences were found in leg lean mass and leg strength (P < 0.05). There were no changes in percent body fat and fat mass index [FM/height2(kg/m2)] in either group. CONCLUSION Resistance training increases leg lean mass and leg strength in obese prepubertal youth and may have a positive effect on overall physical activity and health.
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Affiliation(s)
- Angela S Alberga
- Human and Environmental Physiology Research Unit, School of Human Kinetics, University of Ottawa, Ontario, Canada
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Stuss DP, Cheema M, Ng MK, Martinez de Paz A, Williamson B, Missiaen K, Cosman JD, McPhee D, Esteller M, Hendzel M, Delaney K, Ausió J. Impaired in vivo binding of MeCP2 to chromatin in the absence of its DNA methyl-binding domain. Nucleic Acids Res 2013; 41:4888-900. [PMID: 23558747 PMCID: PMC3643609 DOI: 10.1093/nar/gkt213] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
MeCP2 is a methyl-CpG-binding protein that is a main component of brain chromatin in vertebrates. In vitro studies have determined that in addition to its specific methyl-CpG-binding domain (MBD) MeCP2 also has several chromatin association domains. However, the specific interactions of MeCP2 with methylated or non-methylated chromatin regions and the structural characteristics of the resulting DNA associations in vivo remain poorly understood. We analysed the role of the MBD in MeCP2–chromatin associations in vivo using an MeCP2 mutant Rett syndrome mouse model (Mecp2tm1.1Jae) in which exon 3 deletion results in an N-terminal truncation of the protein, including most of the MBD. Our results show that in mutant mice, the truncated form of MeCP2 (ΔMeCP2) is expressed in different regions of the brain and liver, albeit at 50% of its wild-type (wt) counterpart. In contrast to the punctate nuclear distribution characteristic of wt MeCP2, ΔMeCP2 exhibits both diffuse nuclear localization and a substantial retention in the cytoplasm, suggesting a dysfunction of nuclear transport. In mutant brain tissue, neuronal nuclei are smaller, and ΔMeCP2 chromatin is digested faster by nucleases, producing a characteristic nuclease-resistant dinucleosome. Although a fraction of ΔMeCP2 is found associated with nucleosomes, its interaction with chromatin is transient and weak. Thus, our results unequivocally demonstrate that in vivo the MBD of MeCP2 together with its adjacent region in the N-terminal domain are critical for the proper interaction of the protein with chromatin, which cannot be replaced by any other of its protein domains.
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Affiliation(s)
- David P Stuss
- Department of Biology, University of Victoria, British Columbia, V8W 2Y2, Canada
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Su L, Mruk DD, Lee WM, Cheng CY. Differential effects of testosterone and TGF-β3 on endocytic vesicle-mediated protein trafficking events at the blood-testis barrier. Exp Cell Res 2010; 316:2945-60. [PMID: 20682309 DOI: 10.1016/j.yexcr.2010.07.018] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2010] [Revised: 06/22/2010] [Accepted: 07/25/2010] [Indexed: 01/17/2023]
Abstract
The intricate interaction between protein endocytosis, transcytosis, recycling and endosome- or ubiquitin-mediated protein degradation determines the junction integrity in epithelial cells including Sertoli cells at the blood-testis barrier (BTB). Studies have shown that androgens and cytokines (e.g., TGF-β3) that are known to promote and disrupt BTB integrity, respectively, accelerate protein endocytosis at the BTB. We hypothesized that testosterone-induced endocytosed proteins are transcytosed and recycled back to the Sertoli cell surface, whereas cytokine-induced endocytosed proteins are degraded so that androgens and cytokines have opposing effects on BTB integrity. Herein, we report that both testosterone and TGF-β3 induced the steady-state level of clathrin, an endocytic vesicle protein. Testosterone and TGF-β3 also induced the association between internalized occludin (a BTB integral membrane protein) and clathrin, as well as early endosome antigen-1 (EEA-1). Interestingly, testosterone, but not TGF-β3, also induced the levels of proteins that regulate protein transcytosis (e.g., caveolin-1) and recycling (e.g., Rab11), and their association with internalized occludin and N-cadherin from the cell surface. In contrast, TGF-β3, but not testosterone, induced the level of ubiquitin-conjugating enzyme E2 J1 (Ube2j1), a protein crucial to the intracellular protein degradation pathway, and its association with internalized occludin. Based on these findings and recent reports in the field, we hypothesize that the concerted effects of testosterone and TGF-β3 likely facilitate the transit of preleptotene spermatocytes at the BTB while maintaining the immunological barrier in that testosterone induces the assembly of "new" tight junction (TJ)-fibrils below migrating spermatocytes via protein transcytosis and recycling before cytokines induce the disassembly of "old" TJ-fibrils above spermatocytes via endocytic vesicle-mediated degradation of internalized proteins. This thus provides a unique mechanism in the testis to facilitate the transit of preleptotene spermatocytes, many of which are connected in "clones" via cytoplasmic bridges, at the BTB while maintaining the immunological barrier during stage VIII of the seminiferous epithelial cycle of spermatogenesis.
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Affiliation(s)
- Linlin Su
- Center for Biomedical Research, Population Council, New York, NY 10065, USA
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Johnson HA, Calvert CC, Klasing KC. Challenging the Assumptions in Estimating Protein Fractional Synthesis Rate Using a Model of Rodent Protein Turnover. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2003; 537:221-37. [PMID: 14995039 DOI: 10.1007/978-1-4419-9019-8_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Published estimates of protein fractional synthetic rate vary widely (Johnson et al., 1999a). Contributing to the large standard deviation for FSR are physiological and methodological differences that do not account for changes in specific radioactivities of I, E, T, and P. Current methods for estimating FSR are based on four assumptions which may not be valid. The first assumption, that the free amino acid pool is homogenous and reflects the specific radioactivity of the true precursor pool (aminoacyl tRNA), can cause FSR estimates to increase by up to 8%/d. The second assumption, that recycling has an insignificant effect on FSR estimates, could result in decreases in estimates of FSR from 10 to 20%/d. The third assumption, that the protein pool is homogeneous and will not change over time, results in a 4-10%/d change using the flooding dose method. The fourth assumption, that growth will not affect estimated FSR over a short experimental time, is true if aminoacyl tRNA specific radioactivity is used to estimate FSR. Otherwise, estimates can vary 4-5%/d. Although specific radioactivity of aminoacyl tRNA is difficult to measure, the first and fourth assumptions are valid if aminoacyl tRNA specific radioactivity is used. Using a model of protein turnover, as described in this paper, to interpret specific radioactivity data allows the inclusion of all four assumptions and the potential to better quantify changes in FSR under different physiological conditions.
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Affiliation(s)
- Heidi A Johnson
- Department of Animal Science, University of California, Davis, CA 95616, USA.
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Abstract
Weight lifting, or resistance training, is a potent stimulus to the neuromuscular system. Depending on the specific program design, resistance training can enhance strength, power, or local muscular endurance. These improvements in performance are directly related to the physiologic adaptations elicited through prolonged resistance training. Optimal resistance training programs are individualized to meet specific training goals. When trained properly (i.e., similar intensity and volume), these functional and physiologic adaptations are similarly impressive among women and the aged as they are among young men. Yet, in contrast to relative measurements, sex and age differences exist in the absolute magnitude of adaptation. Of equal importance, perhaps most notably among the elderly, are the important health benefits that may also be derived from resistance training. For example, bone density, insulin sensitivity, and co-morbidities associated with obesity can be effectively managed with resistance exercise when it is conducted on a regular basis. The extent of the functional and health benefits to be accrued from resistance training depend on factors such as initial performance and health status, along with the specification of program design variables such as frequency, duration, intensity, volume, and rest intervals.
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Affiliation(s)
- Michael R Deschenes
- Department of Kinesiology, The College of William and Mary, Williamsburg, VA 23187-8795, USA
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Deschenes MR, Giles JA, McCoy RW, Volek JS, Gomez AL, Kraemer WJ. Neural factors account for strength decrements observed after short-term muscle unloading. Am J Physiol Regul Integr Comp Physiol 2002; 282:R578-83. [PMID: 11792669 DOI: 10.1152/ajpregu.00386.2001] [Citation(s) in RCA: 110] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Strength decrements observed after extended (4-6 wk) periods of muscle unloading are associated with significant atrophy. Because early (up to 2 wk) strength gains from resistance exercise are related to improved neural recruitment, we hypothesized that the loss of strength resulting from 2 wk of muscle unloading [unilateral lower limb suspension (ULLS)] was due to impaired neural activation of the affected muscle. Blood samples, muscle biopsy specimens, muscle function data, and electromyography (EMG) recordings were analyzed before and after 14 days of muscle unloading. Pre- to postunloading data showed significant (P < or = 0.05) decrements in peak torque and total work performed by knee extensors and flexors. This was coupled with decreased EMG activity, but no change in neuromuscular efficiency (total torque/EMG). Resistance to muscle fatigue was enhanced after ULLS. The 14-day intervention failed to alter the size or fiber type distribution of muscle samples. However, resting plasma cortisol levels were significantly increased after muscle unloading, suggesting an endocrine environment favorable to muscle atrophy. Our data confirm that the diminution in muscle function displayed after 2 wk of unloading is mainly due to neural, rather than contractile, disturbances.
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Affiliation(s)
- Michael R Deschenes
- Department of Kinesiology, The College of William & Mary, Williamsburg, Virginia 23187-8795, USA.
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