Ability of Nontraditional Risk Factors and Inflammatory Biomarkers for Cardiovascular Disease to Identify High Cardiometabolic Risk in Adolescents: Results From the LabMed Physical Activity Study

被引:14
作者
Agostinis-Sobrinho, Cesar [1 ]
Ruiz, Jonatan R. [2 ]
Moreira, Carla [1 ]
Abreu, Sandra [1 ]
Lopes, Luis [1 ,3 ]
Oliveira-Santos, Jose [1 ]
Mota, Jorge [1 ]
Santos, Rute [1 ,3 ]
机构
[1] Univ Porto, Fac Sport, Res Ctr Phys Act Hlth & Leisure, Rua Dr Placido Costa 91, P-4200450 Oporto, Portugal
[2] Univ Granada, Fac Sport Sci, Dept Phys Educ & Sport, PROFITH PROmoting FITness & Hlth Phys Act Res Grp, Granada, Spain
[3] Univ Wollongong, Sch Educ, Fac Social Sci, Early Start Res Inst, Wollongong, NSW, Australia
基金
澳大利亚研究理事会;
关键词
Youth; Cardiometabolic biomarkers; Low-grade inflammation; ROC curves; METABOLIC SYNDROME; MYOCARDIAL-INFARCTION; INSULIN-RESISTANCE; CHILDREN; PLASMA; LEPTIN; YOUTH; FITNESS; OBESITY; COUNT;
D O I
10.1016/j.jadohealth.2017.09.012
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
Purpose: Then objective of this study was to evaluate the ability of several nontraditional cardiometabolic and inflammatory biomarkers in identifying high cardiometabolic risk in adolescents. Methods: A cross-sectional study was conducted with 529 Portuguese adolescents (267 girls) aged 14.3 +/- 1.7 years. A clustered cardiometabolic risk score (body fat percentage, systolic blood pressure, ratio of total cholesterol to high-density lipoprotein cholesterol, triglycerides, homeostatic model assessment of insulin resistance, and negative values of cardiorespiratory fitness) was computed. The nontraditional cardiometabolic biomarkers assessed were complement factors (C3 and C4), C-reactive protein (CRP), fibrinogen, leptin, white blood cells (WBCs), albumin, interleukin6, and a clustered score of inflammatory biomarkers (InflaScore) (C3, C4, CRP, fibrinogen, and leptin). Results: Receiver operating characteristic curves analyses showed that C3, C4, CRP, fibrinogen, leptin, and the InflaScore were able to present discriminatory ability in identifying an unfavorable cardiometabolic profile in both girls and boys (p<.01 for all). Logistic regression analyses showed that C3, C4, CRP, fibrinogen, leptin, the InflaScore (in both sexes), and WBC (boys) were associated with high cardiometabolic risk, independent of age, pubertal stage, socioeconomic status, or adherence to a Mediterranean diet (p<.05 for all). Conclusions: C3, C4, CRP, fibrinogen, and leptin were associated with high cardiometabolic risk in both sexes and WBC in boys. In addition, the clustered inflammatory biomarkers seem to have a better diagnostic accuracy in identifying an unfavorable cardiometabolic profile than single biomarkers. Such biomarkers may have utility in motivating health professionals, public health workers, and adolescents' families toward lifestyle changes, improving prevention efforts early in life. (c) 2017 Society for Adolescent Health and Medicine. All rights reserved.
引用
收藏
页码:320 / 326
页数:7
相关论文
共 40 条
[1]   Association between serum adiponectin levels and muscular fitness in Portuguese adolescents: LabMed Physical Activity Study [J].
Agostinis-Sobrinho, C. ;
Santos, R. ;
Moreira, C. ;
Abreu, S. ;
Lopes, L. ;
Oliveira-Santos, J. ;
Rosario, R. ;
Povoas, S. ;
Mota, J. .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2016, 26 (06) :517-524
[2]   Physical activity and clustered cardiovascular risk in children: a cross-sectional study (The European Youth Heart Study) [J].
Andersen, Lars Bo ;
Harro, Maarike ;
Sardinha, Luis B. ;
Froberg, Karsten ;
Ekelund, Ulf ;
Brage, Soren ;
Anderssen, Sigmund Alfred .
LANCET, 2006, 368 (9532) :299-304
[3]   A New Approach to Define and Diagnose Cardiometabolic Disorder in Children [J].
Andersen, Lars Bo ;
Lauersen, Jeppe Bo ;
Brond, Jan Christian ;
Anderssen, Sigmund Alfred ;
Sardinha, Luis B. ;
Steene-Johannessen, Jostein ;
McMurray, Robert G. ;
Barros, Mauro V. G. ;
Kriemler, Susi ;
Moller, Niels Christian ;
Bugge, Anna ;
Kristensen, Peter Lund ;
Ried-Larsen, Mathias ;
Grontved, Anders ;
Ekelund, Ulf .
JOURNAL OF DIABETES RESEARCH, 2015, 2015
[4]   Cytokines and clustered cardiovascular risk factors in children [J].
Andersen, Lars Bo ;
Muller, Klaus ;
Eiberg, Stig ;
Froberg, Karsten ;
Andersen, Johnny Fredsbo Borm ;
Bugge, Anna ;
Hermansen, Bianca El-Naaman ;
McMurray, Robert G. .
METABOLISM-CLINICAL AND EXPERIMENTAL, 2010, 59 (04) :561-566
[5]   TRACKING OF CARDIOVASCULAR-DISEASE RISK-FACTORS INCLUDING MAXIMAL OXYGEN-UPTAKE AND PHYSICAL-ACTIVITY FROM LATE TEENAGE TO ADULTHOOD - AN 8-YEAR FOLLOW-UP-STUDY [J].
ANDERSEN, LB ;
HARALDSDOTTIR, J .
JOURNAL OF INTERNAL MEDICINE, 1993, 234 (03) :309-315
[6]   Muscular fitness, fatness and inflammatory biomarkers in adolescents [J].
Artero, E. G. ;
Espana-Romero, V. ;
Jimenez-Pavon, D. ;
Martinez-Gomez, D. ;
Warnberg, J. ;
Gomez-Martinez, S. ;
Gonzalez-Gross, M. ;
Vanhelst, J. ;
Kafatos, A. ;
Molnar, D. ;
De Henauw, S. ;
Moreno, L. A. ;
Marcos, A. ;
Castillo, M. J. .
PEDIATRIC OBESITY, 2014, 9 (05) :391-400
[7]   Lifestyle-only intervention attenuates the inflammatory state associated with obesity: A randomized controlled study in adolescents [J].
Balagopal, P ;
George, D ;
Patton, N ;
Yarandi, H ;
Roberts, WL ;
Bayne, E ;
Gidding, S .
JOURNAL OF PEDIATRICS, 2005, 146 (03) :342-348
[8]   Nontraditional Risk Factors and Biomarkers for Cardiovascular Disease: Mechanistic, Research, and Clinical Considerations for Youth A Scientific Statement From the American Heart Association [J].
Balagopal, Prabhakaran ;
de Ferranti, Sarah D. ;
Cook, Stephen ;
Daniels, Stephen R. ;
Gidding, Samuel S. ;
Hayman, Laura L. ;
McCrindle, Brian W. ;
Mietus-Snyder, Michele L. ;
Steinberger, Julia .
CIRCULATION, 2011, 123 (23) :2749-2769
[9]   The role of complement factor C3 in lipid metabolism [J].
Barbu, Andreea ;
Hamad, Osama A. ;
Lind, Lars ;
Ekdahl, Kristina N. ;
Nilsson, Bo .
MOLECULAR IMMUNOLOGY, 2015, 67 (01) :101-107
[10]   Obesity, systemic inflammation, and increased risk for cardiovascular disease and diabetes among adolescents: A need for screening tools to target interventions [J].
DeBoer, Mark D. .
NUTRITION, 2013, 29 (02) :379-386