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Global prevalence and gender inequalities in at least 60 min of self-reported moderate-to-vigorous physical activity 1 or more days per week:An analysis with 707,616 adolescents

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Journal of Sport and Health Science 2024年第5期13卷 709-716页

作者： Raphael H.O.Araujo AndrúO.Werneck Clarice L.Martins Luciana L.Barboza Rafael M.Tassitano Nicolas Aguilar-Farias Gilmar M.Jesus robinson ramírez-véelez Riki Tesler Adewale L.Oyeyemi Ellen C.M.Silva Robert G.Weaver Mark S.Tremblay Javier Brazo-Sayavera Grégore I.Mielke Danilo R.P.Silva Graduation Program in Health Sciences Londrina State University(UEL)Londrina 86057-970Brazil Center for Epidemiological Research in Nutrition and Health Department of NutritionSchool of Public HealthUniversidade de Sao Paulo(USP)Sao Paulo 01246-904Brazil Department of Physical Education Federal University of ParaıbaParaıba 58051-900Brazil Research Centre of Physical Activity Health and LeisureFaculty of SportsLaboratory for Integrative and Translational Research in Population Health(ITR)University of PortoPorto 4500Portugal Postgraduate Program in Physical Education University of BrasıliaBrasılia 70910-900Brazil Department of Kinesiology and Community Health University of Illinois at Urbana-ChampaignChampaignIL 61801-3841USA Department of Physical Education Sports and RecreationUniversidad de La FronteraTemuco 4680000Chile Department of Health State University of Feira de SantanaFeira de Santana 44036-900Brazil Navarrabiomed Hospital Universitario de Navarra(HUN)Navarra Institute for Health Research(IdiSNA)Universidad Publica de Navarra(UPNA)Pamplona 31006Spain Facultad de Ciencias de la Educacion Unidad Central del Valle del Cauca(UCEVA)TuluaValle del Cauca 763022Colombia Health Management Department Faculty of Heath sciencesAriel UniversityAriel 40700Israel College of Health Solutions Arizona State UniversityPhoenixAZ 85004USA Arnold School of Public Health University of South CarolinaColumbiaSC 29208USA Healthy Active Living and Obesity Research Group Children’s Hospital of Eastern Ontario Research InstituteOttawaON K1H 8L1Canada Department of Pediatrics University of OttawaOttawaON K1H 8L1Canada Department of Health Sciences Carleton UniversityOttawaON K1S 5B6Canada Department of Sports and Computer Science Universidad Pablo de Olavide(UPO)Seville 41013Spain Centro Universitario Regional Noreste Universidad de la RepublicaRivera 40000Uruguay School of Public Health The University of QueenslandBrisbaneQLD 4006Australia Department of Physical Education

Background:Guidelines recommend that adolescents should accumulate an average of 60 min per day of moderate-to-vigorous physical activity(MvPA).However,using only this cut-off could hide important *** instance,from a population-level point of view,increasing physical activity for those with no or low physical activity could provide more health benefits than increasing physical activity for those with intermediate ***,including a more sensitive cut-point of≥1 days per week could be an additional strategy for identifying those with low access/opportunities for physical activity ***,the current study aims to estimate the prevalence of≥60 min of MvPA≥1 days per week among adolescents globally,and to describe any relevant gender ***:We used representative datasets from 146 countries/territories collected between 2003 and *** was *** were grouped into younger(≤14 years old)and older(>14 years old)*** Poisson regression models were used to identify the relative differences in≥60 min of MvPA≥1 days per week between boys and girls,and random-effects meta-analysis models were used to identify the pooled *** were stratified by country and ***:Approximately 80%of both younger and older adolescents reported≥60 min of MvPA≥1 days per *** prevalence was≥94%in Europe and Central Asia and North America,while the estimates for the other regions werevalence of≥60 min of MvPA≥1 days per week was higher among boys than girls,with the largest differences occurring among the oldest adolescents(Prevalence ratio_(≤14y)=1.04(95%confidence interval(95%CI)):1.03-1.04)*** ratio_(>14y)=1.09(95%CI:1.08-1.10)).Conclusion:Approximately 8 out of 10 adolescents reported accumulating≥60 min of MvPA≥1 days per week,with notable differences between *** differences were observed in several countries,especially among the oldest *** fo

关键词： Global School-based Student Health Survey Health Behaviour Among School-aged Children survey Inequality Surveillance Youth

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Exercise training-induced changes in exerkine concentrations may be relevant to the metabolic control of type 2 diabetes mellitus patients:A systematic review and meta-analysis of randomized controlled trials

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Journal of Sport and Health Science 2023年第2期12卷 147-157页

作者： Antonio García-Hermoso robinson ramírez-vélez Javier Díez Arantxa González Mikel Izquierdo Navarrabiomed Public University of Navarra(UPNA)Health Research Institute of Navarra(IdiSNA)University Hospital of NavarraPamplona 310008Spain CIBER of Frailty and Healthy Aging(CIBERFES) Carlos Ⅲ Institute of HealthMadrid 28029Spain Institute for Health Research of Navarra(IDISNA) Pamplona 31008Spain Program of Cardiovascular Diseases Center for Applied Medical ResearchUniversity of NavarraPamplona 31008Spain Centre for Biomedical Research in Cardiovascular Disease Network Carlos Ⅲ Institute of HealthMadrid 28029Spain Departments of Nephrology and Cardiology University of Navarra ClinicPamplona 31008Spain

Background:This study investigates the effects of exercise training on exerkines in patients with type 2 diabetes mellitus to determine the optimal exercise ***:A systematic search for relevant studies was performed in 3 *** controlled trials investigating the effects of exercise training on at least one of the following exerkines were included:adiponectin,apelin,brain-derived neurotrophic factor,fetuin-A,fibroblast growth factor-21,follistatin,ghrelin,interleukin(IL)-6,IL-8,IL-10,IL-15,IL-18,leptin,myostatin,omentin,resistin,retinol-binding protein 4,tumor necrosis factor-α,and ***:Forty randomized controlled trials were selected for data extraction(n=2160).Exercise training induces changes in adiponectin,fetuin-A,fibroblast growth factor-21,IL-6,IL-10,leptin,resistin,and tumor necrosis factor-a levels but has no significant effects on apelin,IL-18,and ghrelin compared to *** exercise training favored large and positive changes in pooled exerkines(i.e.,an overall effect size calculated from several exerkine s)(Hedge’s g=1.02,95%confidence interval(95%CI):0.76-1.28),which in turn were related to changes in glycated hemoglobin(mean difference(MD)=-0.81%,95%CI:-0.95%to-0.67%),fasting glucose(MD=-23.43 mg/dL,95%CI:-30.07 mg/dL to-16.80 mg/dL),waist circumference(MD=-3.04 cm,95%CI:-4.02 cm to-2.07 cm),and body mass(MD=-1.93 kg,95%CI:-2.00 kg to-1.86 kg).Slightly stronger effects were observed with aerobic,resistance,or high-intensity interval protocols at moderate-to vigorous-intensity and with programs longer than 24 weeks that comprise at least 3 sessions per week and more than 60 min per ***:Exercise training represents an anti-inflammatory therapy and metabolism-improving strategy with minimal side effects for patients with type 2 diabetes mellitus.

关键词： Adipokines Exercise training Hepatokines Myokines

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Twenty-four-hour movement guidelines during middle adolescence and their association with glucose outcomes and type 2 diabetes mellitus in adulthood

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Journal of Sport and Health Science 2023年第2期12卷 167-174页

作者： Antonio García-Hermoso JoséFrancisco López-Gil Yasmin Ezzatvar robinson ramírez-vélez Mikel Izquierdo Navarrabiomed Hospital Universitario de Navarra(HUN)Universidad Publica de Navarra(UPNA)IdiSNAPamplona 31008Spain Health and Social Research Center Universidad de Castilla-La ManchaCuenca 16007Spain Department of Nursing Universitat de ValenciaValencia 46010Spain

Purpose:The aim of the present study was to determine the association between adherence to the 24-h movement guidelines during middle adolescence and glucose outcomes(glycated hemoglobin and fasting glucose)and type 2 diabetes mellitus(T2DM)in adulthood,14 and 22 years ***:We analyzed data from apparently healthy adolescents aged 12-18 years who participated in WavesⅠandⅡ(1994-1996,n=14,738),WaveⅣ(2008-2009,n=8913),and Wave v(2016-2018,n=3457)of the National Longitudinal Study of Adolescent to Adult Health(Add Health)in the United *** activity,screen time,and sleep duration were measured using questionnaires,and the 24-h guidelines were defined as:5 or more times moderate-to-vigorous physical activity per week,≤2 h per day of screen time,and 9-11 h of sleep for 12-13 years and 8-10 h for 14-17 *** and venous whole blood was collected and analyzed to determine glycated hemoglobin and fasting glucose for WavesⅣandⅤ,***:Only 2.1%of the adolescents met all the 3 guidelines,and 37.8%met none of *** both wavesⅣandⅤ,adolescents who met physical activity and screen time guidelines had lower odds of T2DM in adulthood than those who did not meet any of these guidelines(WaveⅣ;prevalence ratio(PR)=0.57,95%confidence interval(95%CI):0.21-0.89;Wave v:PR=0.43,95%CI:0.32-0.74).Only for Wave v did adolescents who met all 3 guidelines have lower odds of T2DM at follow-up compared with those who did not meet any of these guidelines(PR=0.47,95%CI:0.24-0.91).Also,for each increase in meeting one of the 24-h recommendations,the odds of T2DM decreased by 18%(PR=0.82,95%CI:0.61-0.99)and 15%(PR=0.85,95%CI:0.65-0.98)in adulthood for WavesⅣandⅤ,***:Promoting all 24-h movement guidelines in adolescence,especially physical activity and screen time,is important for lowering the potential risk of T2DM in adulthood.

关键词： Glucose metabolism Glycated hemoglobin Physical activity Screen time Sleep duration

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Cardiorespiratory fitness measured with cardiopulmonary exercise testing and mortality in patients with cardiovascular disease:A systematic review and meta-analysis

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Journal of Sport and Health Science 2021年第6期10卷 609-619,F0003页

作者： Yasmin Ezzatvar MikelIzquierdo Julio Núñez Joaquín Calatayud robinson ramírez-vélez Antonio García-Hermoso Exercise Intervention for Health Research Group(EXINH-RG) Department of PhysiotherapyUniversitat de ValènciaValencia 46010Spain Navarrabiomed Navarra Hospital Complex(CHN)Public University of Navarra(UPNA)Navarra Medical Research Institute(IdiSNA)Pamplona 31008Spain CIBER of Frailty and Healthy Aging(CIBERFES) Instituto de Salud Carlos IIIMadrid 28029Spain Department of Cardiology Valencia University HospitalBiomedical Research Institute(INCLIVA)Valencia 46010Spain CIBER in Cardiovascular Diseases(CIBERCv) Madrid 28029Spain Sciences of Physical Activity Sports and Health SchoolUniversity of Santiago of Chile(USACH)Santiago 71783-5Chile

Background Cardiorespiratory fitness(CRF)is inversely associated with mortality in apparently healthy subjects and in some clinical populations,but evidence for the association between CRF and all-cause and/or cardiovascular disease(CvD)mortality in patients with established CvD is *** study aimed to quantify this *** We searched for prospective cohort studies that measured CRF with cardiopulmonary exercise testing in patients with CvD and that examined all-cause and CvD mortality with at least 6 months of *** hazard ratios(HRs)were calculated using random-effect inverse-variance *** Data were obtained from 21 studies and included 159,352 patients diagnosed with CvD(38.1%female).Pooled HRs for all-cause and CvD mortality comparing the highest *** category of CRF were 0.42(95%confidence interval(95%CI):0.28–0.61)and 0.27(95%CI:0.16–0.48),*** HRs per 1 metabolic equivalent(1-MET)increment were significant for all-cause mortality(HR=0.81;95%CI:0.74–0.88)but not for CvD mortality(HR=0.75;95%CI:0.48–1.18).Coronary artery disease patients with high CRF had a lower risk of all-cause mortality(HR=0.32;95%CI:0.26–0.41)than did their unfit *** 1-MET increase was associated with lower all-cause mortality risk among coronary artery disease patients(HR=0.83;95%CI:0.76–0.91)but not lower among those with heart failure(HR=0.69;95%CI:0.36–1.32).Conclusion A better CRF was associated with lower risk of all-cause mortality and *** study supports the use of CRF as a powerful predictor of mortality in this population.

关键词： Cardiopulmonary fitness Coronary artery disease Exercise capacity Heart failure Survival

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Is device-measured vigorous physical activity associated with health-related outcomes in children and adolescents? A systematic review and meta-analysis

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Journal of Sport and Health Science 2021年第3期10卷 296-307页

作者： Antonio Garcia-Hermoso Yasmin Ezzatvar robinson ramirez-velez Jordi Olloquequi Mikel Izquierdo Navarrabiomed Navarra Hospital Complex(CHN)Public University of Navarra(UPNA)IdiSNAPamplona 31008Spain University of Santiago of Chile(USACH) Sciences of Physical ActivitySports and Health SchoolSantiago 71783-5Chile Exercise Intervention for Health Research Group(EXINH-RG) Department of PhysiotherapyUniversitat de ValenciaValencia 46010Spain Institute of Biomedical Sciences Faculthy of Health SciencesUniversidad Autonoma de ChileTalca 3460000Chile

Objective:This study sought to analyze the prospective association between vigorous-intensity physical activity(vPA)and health-related outcomes in children and ***:Studies reporting associations between device-measured vPA and health-related factors in children and adolescents aged 318 years were identified through database searches(MEDLINE,EMBASE,and SPORTDiscus).Correlation coefficients were pooled if outcomes were reported by at least 3 studies,using DerSimonian-Laird random effects ***:Data from 23 studies including 13,674 participants were pooled using random effects *** associations were found between vPA at baseline and overall adiposity(r=0.09,95%confidence interval(95%CI):0.15 to0.03;p=0.002;I^(2)=89.8%),cardiometabolic risk score(r=0.13,95%CI:0.24 to0.02,p=0.020;I^(2)=69.6%),cardiorespiratory fitness(r=0.25,95%CI:0.150.35;pvPA seems to be negatively related to adiposity and cardiometabolic risk score and positively related to cardiorespiratory fitness and total body bone mineral density among children and adolescents at ***,our findings support the need to strengthen physical activity recommendations regarding vPA due to its health benefits in children and adolescents.

关键词： Accelerometry Adiposity Fitness Physical activity

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Muscle strength cut-offs for the detection of metabolic syndrome in a nonrepresentative sample of collegiate students from Colombia

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Journal of Sport and Health Science 2020年第3期9卷 283-290页

作者： Antonio Garcia-Hermoso Alejandra Tordecilla-Sanders Jorge Enrique Correa-Bautista Mark D.Peterson Mikel Izquierdo Aura Cristina Quino-ávila Carolina Sandoval-Cuellar Katherine González-Ruíz robinson ramíez-vélez Physical Activity Sport and Health Sciences LaboratoryUniversity of Santiago de ChileSantiago de Chile 7500618Chile Center of Studies in Physical Activity Measurements School of Medicine and Health SciencesUniversidad del RosarioBogot a 111221Colombia Department of Physical Medicine and Rehabilitation University of MichiganAnn ArborMichigan 48109USA Department of Health Sciences Public University of NavarreCIBERFES(CB16/10/00315)Navarre 31009Spain CORPS Group Faculty of Health SciencesUniversity of BoyacáBoyac aTunja 153610Colombia Physical Exercise and Sports Research Group Manuela Beltrán UniversityBogot a 111221Colombia

Background: Evidence shows an association between grip strength and health;however, grip strength cut-offs for the detection of metabolic syndrome(MetS) in Latin American populations are scarce. The purpose of this study was to determine cut-offs of normalized grip strength(NGS)for the detection of MetS in a large nonrepresentative sample of a collegiate student population from ***: A total of 1795 volunteers(61.4% female;age = 20.68 ± 3.10 years, mean ± SD), ranging between 18 and 30 years of age participated in the study. Strength was estimated using a handheld dynamometer and normalized to body mass(handgrip strength(kg)/body mass(kg)). Anthropometrics, serum lipids indices, blood pressure, and fasting plasma glucose were measured. Body composition was measured by bioelectrical impedance analysis. MetS was defined as including ≥3 of the 5 metabolic abnormalities according to the International Diabetes Federation definition. A metabolic risk score was computed from the following components: waist circumference, triglycerides, high-density lipoprotein cholesterol, glucose, and systolic and diastolic blood ***: Receiver operating curve analysis showed significant discriminatory accuracy of NGS in identifying the thresholds and risk *** strength was associated with increased prevalence of MetS. In males, weak, intermediate, and strong NGS values at these points were0.615, respectively. In females, these cut-off points were 0.437, ***: Our sex-specific cut-offs of NGS could be incorporated into a clinical setting for identifying college students at cardiometabolic disease risk.

关键词： Cardiometabolic risk Muscular fitness Receiver operating characteristic curve Thresholds

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Modelling and Characterization of Basalt/vinyl Ester/SiC Micro-and Nano-hybrid Biocomposites Properties Using Novel ANN–GA Approach

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Journal of Bionic Engineering 2024年第2期21卷 938-952页

作者： Yesudhasan Thooyavan Lakshmi Annamali Kumaraswamidhas robinson Dhas Edwin Raj Joseph Selvi Binoj Bright Brailson Mansingh Antony Sagai Francis Britto Alamry Ali Department of Mechanical Engineering Indian Institute of Technology Dhanbad(ISM)DhanbadJharkhand826004India Gati Shakti vishwavidyalaya(GSv-A Central University Funded By GoI in the Ministry of Railways) LalbaugVadodaraGujarat390004India Institute of Mechanical Engineering Saveetha School of EngineeringSaveetha Institute of Medical and Technical Sciences(SIMATS)Saveetha UniversityChennaiTamilnadu602105India Metal Joining Research Centre Department of Mechanical EngineeringSri Ramakrishna Engineering CollegeCoimbatoreTamilnadu641022India Department of Mechanical Engineering Rohini College of Engineering and TechnologyPalkulamTamil Nadu629401India Department of Mechanical Engineering College of Engineering in Al-KharjPrince Sattam Bin Abdulaziz University11942Al-KharjSaudi Arabia

Basalt fiber reinforcement in polymer matrix composites is becoming more and more popular because of its environmental friendliness and mechanical qualities that are comparable to those of synthetic *** fiber strengthened vinyl ester matrix polymeric composite with filler addition of nano-and micro-sized silicon carbide(SiC)element spanning from 2 weight percent to 10 weight percent was studied for its mechanical and wear *** application of Artificial Neural Network(ANN)to correlate the filler addition composition for optimum mechanical properties is required due to the non-linear mechanical and tribological features of *** stuffing blend and composition of the composite are optimized using the hybrid model and Genetic Algorithm(GA)to maximize the mechanical and wear-resistant *** predicted and tested ANN–GA optimal values obtained for the composite combination had a tensile,flexural,impact resilience,hardness and wear properties of 202.93 MPa,501.67 MPa,3.460 J/s,43 Hv and 0.196 g,respectively,for its optimum combination of filler and *** can be noted that the nano-sized SiC filler particle enhances most of the properties of the composite which diversifies its *** predicted mechanical and wear values of the developed ANN–GA model were in closer agreement with the experimental values which validate the model.

关键词： Hybrid polymer composite Prediction Process modelling Artificial neural networks Genetic algorithm

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Highly efficient and stable organic solar cells with SnO_(2)electron transport layer enabled by Uv-curing acrylate oligomers

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Journal of Energy Chemistry 2024年第5期92卷 124-131页

作者： Mwende Mbilo Du Hyeon Ryu Seungjin Lee Muhammad Haris Julius Mwakondo Mwabora robinson Juma Musembi Hang Ken Lee Sang Kyu Lee Chang Eun Song Won Suk Shin Department of Physics Faculty of Science and TechnologyUniversity of Nairobi(UoN)P.O.Box 30197-00100NairobiKenya Advanced Energy Materials Research Center Korea Research Institute of Chemical Technology(KRICT)Daejeon 34114Republic of Korea Advanced Materials and Chemical Engineering University of Science and Technology(UST)Daejeon 34113Republic of Korea

The interfaces between the inorganic metal oxide and organic photoactive layer are of outmost importance for efficiency and stability in organic solar cells(OSCs).Tin oxide(SnO_(2))is one of the promising candidates for the electron transport layer(ETL)in high-performance inverted *** a solution-processed SnO_(2)ETL is employed,however,the presence of interfacial defects and suboptimal interfacial contact can lower the power conversion efficiency(PCE)and operational stability of ***,highly efficient and stable inverted OSCs by modification of the SnO_(2)surface with ultraviolet(Uv)-curable acrylate oligomers(SAR and OCS)are *** highest PCEs of 16.6%and 17.0%are achieved in PM6:Y6-BO OSCs with the SAR and OCS,respectively,outperforming a device with a bare SnO_(2)ETL(PCE 13.8%).The remarkable enhancement of PCEs is attributed to the optimized interfacial contact,leading to mitigated surface *** strikingly,improved light-soaking and thermal stability strongly correlated with the interfacial defects are demonstrated for OSCs based on SnO_(2)/Uv cross-linked resins compared to OSCs utilizing bare SnO_(2).We believe that Uv cross-linking oligomers will play a key role as interfacial modifiers in the future fabrication of large-area and flexible OSCs with high efficiency and stability.

关键词： Organic solar cells SnO_(2) Surface defects Ultraviolet resins Stability Cross-linking oligomers Non-halogenated solvent

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High association strengths are linked to phenotypic similarity,including plumage color and patterns,of participants in mixed-species bird flocks of southwestern China

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Current Zoology 2024年第1期70卷 34-44页

作者： Liping Zhou Christos Mammides Youfang Chen Wenyi Zhou Wenzhang Dai Edward L.Braun Rebecca T.Kimball Yang Liu Scott K.robinson Eben Goodale Guangxi Key Laboratory of Forest Ecology and Conservation College of ForestryGuangxi UniversityNanning 530004China Kunming Natural History Museum of Zoology Kunming Institute of ZoologyChinese Academy of SciencesKunming 650223China Nature Conservation Unit Frederick University7Yianni Frederickou StreetPallouriotissaNicosia 1036Cyprus State Key Laboratory of vegetation and Environmental Change Institute of BotanyChinese Academy of SciencesBeijing 100093China Florida Museum of Natural History University of FloridaGainesvilleFL 34201USA Department of Biology University of FloridaGainesvilleFL 34201USA School of Life Science and Institute of Wetland Ecology Nanjing UniversityNanjing 210000China State Key Laboratory of Biocontrol School of EcologySun-Yatsen UniversityGuangzhou 510275China Department of Health and Environmental Science Xi'an Jiaotong Liverpool UniversitySuzhou 215123China

Participants in mixed-species bird flocks(MSFs)have been shown to associate with species that are similar in body size,diet,and evolutionary history,suggesting that facilitation structures these *** addition,several studies have suggested that species in MsFs resemble each other in their plumage,but this question has not been systematically investigated for any MsF *** the nonbreeding season of 2020 and 2021,we sampled 585 MSFs on 14 transects in 2 habitats of Tongbiguang Nature Reserve in western Yunnan Province,*** performed social network analysis and the Multiple Regression Quadratic Assignment Procedure to evaluate the effect of 4 species traits(body size,overall plumage color,distinctive plumage patterns,and diet)and evolutionary history on species association strength at the whole-MSF and within-MSF *** 41 significant relationships showed that species with stronger associations were more similar in their various *** size had the strongest effect on association strength,followed by phylogeny,plumage patterns,and plumage color;diet had the weakest *** results are consistent with the hypotheses that the benefits of associating with phenotypically similar species outweigh the potential costs of interspecific competition,and that trait matching can occur in plumage characteristics,albeit more weakly than in other *** explanations exist as to why similarities in plumage may occur in MSFs,including that they could reduce predators'ability to target phenotypically"odd"*** trait matching in plumage occurs through assortative processes in ecological time or is influenced by co-evolution requires furtherstudy.

关键词： co-evolution interaction networks mixed-species animal groups phenotypic similarity trait convergence

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Metabolic collaboration between cells in the tumor microenvironment has a negligible effect on tumor growth

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The Innovation 2024年第2期5卷 107-114页

作者： Johan Gustafsson Fariba Roshanzamir Anders Hagnestål Sagar M.Patel Oseeyi I.Daudu Donald F.Becker Jonathan L.robinson Jens Nielsen Department of Life Sciences Chalmers University of TechnologySE-41296 GothenburgSweden Hagnesia AB SE-43854 HindåsSweden Department of Biochemistry and Redox Biology Center University of Nebraska-LincolnLincolnNE 68588USA BioInnovation Institute DK2200 CopenhagenDenmark

The tumor microenvironment is composed of a complex mixture of different cell types interacting under conditions of nutrient deprivation,but the metabolism therein is not fully understood due to difficulties in measuring metabolic fluxes and exchange of metabolites between different cell types in ***-scale metabolic modeling enables estimation of such exchange fluxes as well as an opportunity to gain insight into the metabolic behavior of individual cell ***,we estimated the availability of nutrients and oxygen within the tumor microenvironment using concentration measurements from blood together with a metabolite diffusion *** addition,we developed an approach to efficiently apply enzyme usage constraints in a comprehensive metabolic model of human *** combined modeling reproduced severe hypoxic conditions and the Warburg effect,and we found that limitations in enzymatic capacity contribute to cancer cells’preferential use of glutamine as a substrate to the citric acid ***,we investigated the common hypothesis that some stromal cells are exploited by cancer cells to produce metabolites useful for the cancer *** identified over 200 potential metabolites that could support collaboration between cancer cells and cancer-associated fibroblasts,but when limiting to metabolites previously identified to participate in such collaboration,no growth advantage was *** work highlights the importance of enzymatic capacity limitations for cell behaviors and exemplifies the utility of enzyme-constrained models for accurate prediction of metabolism in cells and tumor microenvironments.

关键词： metabolism effect limitations

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