Abstract
Summary
Adipose tissue produces different inflammatory cytokines which compromise bone mineral accrual during puberty. Vascular endothelial growth factor (VEGF), epidermal growth factor (EGF), interleukin (IL)-8, and interferon-gamma (IFN-γ) are significantly related to bone mineral accrual during pubertal maturation in boys with different BMI values.
Introduction
This longitudinal study aims to identify the inflammatory markers that most strongly associate with pubertal bone mineral density (BMD) increment in boys with overweight and obesity (OWB).
Methods
Twenty-six OWB and 29 normal-weight boys were followed yearly for 3 years to measure changes in 12 serum inflammatory markers, BMD (by DXA), and apparent volumetric BMD. The OWB group was further divided into two subgroups according to their BMI gain during the 3-year period. Data through time points presented as slopes were used to calculate correlation coefficients to explore the possible relationships between variables of interest. In the whole study group, linear mixed effects (LME) models were also used.
Results
Increment in serum VEGF concentration was inversely associated with an increase in total body (TB) BMD (r = − 0.82, P = 0.02) and TB bone mineral content (BMC)/height (r = − 0.82, P = 0.02) in those OWB whose BMI gain was higher during pubertal years. In the whole study group, the LME model confirmed the inverse association between VEGF and TB BMC/height (P < 0.05). EGF was inversely associated with LS BMD and LS BMAD (P < 0.05), whereas there was a positive association between IL-8 and TB BMAD and between IFN-γ and LS BMD (P < 0.05).
Conclusions
Lower increment in BMD in OWB with higher BMI gain is associated with increasing serum VEGF concentration during pubertal maturation. VEGF, EGF, IL-8, and IFN-γ are significantly associated with BMD during pubertal maturation in boys with different BMI values.
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References
De Leonibus C, Marcovecchio ML, Chiavaroli V, de Giorgis T, Chiarelli F, Mohn A (2013) Timing of puberty and physical growth in obese children: a longitudinal study in boys and girls. Pediatr Obes 9(4):292–299. https://doi.org/10.1111/j.2047-6310.2013.00176.x
Palermo A, Tuccinardi D, Defeudis G, Watanabe M, D’Onofrio L, Lauria Pantano A, Napoli N, Pozzilli P, Manfrini S (2016) BMI and BMD: the potential interplay between obesity and bone fragility. Int J Envrion Res Public Health 13(6): pii:E544. doi: https://doi.org/10.3390/ijerph13060544
Reinehr T, Roth CL (2010) A new link between skeleton, obesity and insulin resistance: relationships between osteocalcin, leptin and insulin resistance in obese children before and after weight loss. Int J Obes 34(5):852–858. https://doi.org/10.1038/ijo.2009.282
Dimitri P, Bishop N, Walsh JS, Eastell R (2012) Obesity is risk factor for fracture in children but is protective against fracture in adults: a paradox. Bone 50(2):457–466. https://doi.org/10.1016/j.bone.2011.05.011
Utsal L, Tillmann V, Zilmer M, Mäestu J, Purge P, Saar M, Lätt E, Jürimäe T, Maasalu K, Jürimäe J (2014) Serum interferon gamma concentration is associated with bone mineral density in overweight boys. J Endocrinol Investig 37(2):175–180. https://doi.org/10.1007/s40618-013-0029-6
Yilmaz D, Ersoy B, Bilgin E, Gümüşer G, Onur E et al (2005) Bone mineral density in girls and boys at different pubertal stages: relation with gonadal steroids, bone formation markers, and growth parameters. J Bone Miner Metab 23(6):476–482. https://doi.org/10.1007/s00774-005-0631-6
Dimitri P, Jacques RM, Paggiosi M, King D, Walsh J, Taylor ZA, Frangi AF, Bishop N, Eastell R (2015) Leptin may play a role in bone microstructural alterations in obese children. J Clin Endocrinol Metab 100(2):594–602. https://doi.org/10.1210/jc.2014-3199
Ivuskans A, Lätt E, Mäestu J, Saar M, Purge P, Maasalu K, Jürimäe T, Jürimäe J (2013) Bone mineral density in 11-13-year-old boys: relative importance of the weight status and body composition factors. Rheumatol Int 33(7):1681–1687. https://doi.org/10.1007/s00296-012-2612-0
Gracia-Marco L, Ortega FB, Jiménez-Pavón D, Rodríguez G, Castillo MJ, Vicente-Rodríguez G, Moreno LA (2012) Adiposity and bone health in Spanish adolescents. The HELENA study. Osteoporos Int 23(3):937–947. https://doi.org/10.1007/s00198-011-1649-3
Mengel E, Tillmann V, Remmel L, Kool P, Purge P, Lätt E, Jürimäe J (2017) Extensive BMI gain in puberty is associated with lower increments in bone mineral density in Estonian boys with overweight and obesity: a 3-year longitudinal study. Calcif Tissue Int 101(2):174–181. https://doi.org/10.1007/s00223-017-0273-4
Farr JN, Dimitri P (2017) The impact of fat and obesity on bone microarchitecture and strength in children. Calcif Tissue Int 100(5):500–513. https://doi.org/10.1007/s00223-016-0218-3
González-Gil E, Gracia-Marco L, Santabárbara J, Molnar D, Amaro Gahete FJ et al (2017) Inflammation and insulin resistance according to body composition in European adolescents: the HELENA study. Nutr Hosp 34(5):1033–1043. https://doi.org/10.20960/nh.747
Hanks LJ, Casazza K, Alvarez JA, Fernandez JR (2010) Does fat fuel the fire: independent and interactive effects of genetic, physiological, and environmental factors on variations in fat deposition and distribution across populations. J Pediatr Endocrinol Metab 23(12):1233–1244
Schett G (2011) Effects of inflammatory and anti-inflammatory cytokines on the bone. Eur J Clin Investig 41(12):1361–1366. https://doi.org/10.1111/j.1365-2362.2011.02545.x
Iwaniec UT, Turner RT (2016) Influence of body weight on bone mass, architecture and turnover. J Endocrinol 230(3):R115–R130. https://doi.org/10.1530/JOE-16-0089
Ding C, Parameswaran V, Udayan R, Burgess J, Jones G (2008) Circulating levels of inflammatory markers predict change in bone mineral density and resorption in older adults: a longitudinal study. J Clin Endocrinol Metab 93(5):1952–1958. https://doi.org/10.1210/jc.2007-2325
Tam CS, Garnett SP, Cowell CT, Heilbronn LK, Lee JW, Wong M, Baur LA (2010) IL-6, IL-8 and IL-10 levels in healthy weight and overweight children. Horm Res Paediatr 73(2):128–134. https://doi.org/10.1159/000277632
Magrone T, Jirillo E (2015) Childhood obesity: immune response and nutritional approaches. Front Immunol 6(76). doi:https://doi.org/10.3389/fimmu.2015.00076.
Morimoto Y, Conroy SM, Ollberding NJ, Kim Y, Lim U, Cooney RV, Franke AA, Wilkens LR, Hernandez BY, Goodman MT, Henderson BE, Kolonel LN, le Marchand L, Maskarinec G (2014) Ethnic differences in serum adipokine and C-reactive protein levels: the Multiethnic Cohort. Int J Obes 38(11):1416–1422. https://doi.org/10.1038/ijo.2014.25
Azizieh F, Raghupathy R, Shebab D, Al-Jarallah K, Gupta R (2017) Cytokine profiles in osteoporosis sugest a proresorptive bias. Menopause 24:1057–1064. https://doi.org/10.1097/GME.0000000000000885
Senel K, Baykal T, Seferoglu B, Altas EU, Baygutalp F, Ugur M, Kiziltunc A (2013) Circulating vascular endothelial growth factor concentrations in patients with postmenopausal osteoporosis. Arch Med Sci 9(4):709–712. https://doi.org/10.5114/aoms.2013.36896.
Mengel E, Tillmann V, Remmel L, Kool P, Purge P, Lätt E, Jürimäe J (2017) Changes in inflammatory markers in Estonian pubertal boys with different BMI values and increments: a 3-year follow-up study. Obesity (Silver Spring) 25(3):600–607. https://doi.org/10.1002/oby.21756
Eesti KMI kõverad (Estonian BMI charts). http://kliinikum.ee/lastekliinik/eesti-kmi-koverad (accessed 01.06.2017)
Matsudo SMM, Matsudo VKR (1994) Self-assessment and physician assessment of sexual maturation in Brazilian boys and girls: concordance and reproducibility. Am J Hum Biol 6(4):451–455. https://doi.org/10.1002/ajhb.1310060406
Cheng J, Lloyd JE, Maldonado-Molina MM, Komro KA, Muller KE (2010) Real longitudinal data analysis for real people: building a good enough mixed model. Stat Med 29:504–520. https://doi.org/10.1002/sim.3775.
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B Stat Methodol 57(1):289–300 URL http://www.jstor.org/stable/2346101
Glickman ME, Rao SR, Schultz MR (2014) False discovery rate control is a recommended alternative to Bonferroni-type adjustments in health studies. J Clin Epidemiol 67(8):850–857. https://doi.org/10.1016/j.jclinepi.2014.03.012
Liu Y, Berendsen AD, Jia S, Lotinun S, Baron R, Ferrera N et al (2012) Intracellular VEGF regulates the balance between osteoblast and adipocyte differentiation. J Clin Invest 122(9):3101–3113. https://doi.org/10.1172/JCI61209
Costa N, Paramanathan S, Mac Donald D, Wierzbicki AS, Hampson C (2009) Factors regulating circulating vascular endothelial growth factor (VEGF): association with bone mineral density (BMD) in post- menopausal osteoporosis. Cytokine 46(3):376–381. https://doi.org/10.1016/j.cyto.2009.03.012
Mazidi M, Rezaie P, Kengne AP, Stathopoulou MG, Azimi-Nezhad M, Siest S (2017) VEGF, the underlying factor for metabolic syndrome; fact or fiction? Diab Metab Syndr Suppl 1:S61–S64. https://doi.org/10.1016/j.dsx.2016.12.004
Loebig M, Klement J, Schmoller A, Betz S, Heuck N, Schweiger U, Peters A, Schultes B, Oltmanns KM (2010) Evidence for a relationship between VEGF and BMI independent of insulin sensitivity by glucose clamp procedure in a homogenous group healthy young men. PLoS One 5(9):e12610. https://doi.org/10.1371/journal.pone.0012610
Zabaleta J, Velasco-Gonzalez C, Estrada J, Ravussin E, Pelligrino N, Mohler MC, Larson-Meyer E, Boulares AH, Powell-Young Y, Bennett B, Happel K, Cefalu W, Scribner R, Tseng TS, Sothern M (2014) Inverse correlation of serum inflammatory markers with metabolic parameters in healthy, Black and White prepubertal youth. Int J Obes 38(4):563–568. https://doi.org/10.1038/ijo.2013.220
Balagopal PB, de Ferranti SD, Cook S, Daniels SR, Gidding SS, Hayman LL, McCrindle BW, Mietus-Snyder ML, Steinberger J, on behalf of the American Heart Association Committee on Atherosclerosis, Hypertension and Obesity in Youth of the Council on Cardiovascular Disease in the Young, Council on Nutrition, Physical Activity and Metabolism, and Council on Epidemiology and Prevention (2011) Nontraditional risk factors and biomarkers for cardiovascular disease: mechanistic, research, and clinical considerations for youth: a scientific statement from the American Heart Association. Circulation 123(23):2749–2769. https://doi.org/10.1161/CIR.0b013e31821c7c64
De Benedetti F, Rucci N, Del Fattore A, Peruzzi B, Paro R, Longo M et al (2006) Impaired skeletal development in interleukin-6–transgenic mice: a model for the impact of chronic inflammation on the growing skeletal system. Arthritis Rheum 54(11):3551–3563
Xian CJ (2007) Roles of epidermal growth factor family in the regulation of postnatal somatic growth. Endocr Rev 28(3):284–296. https://doi.org/10.1210/er.2006-0049
Serrero G, Mills D (1991) Physiological role of epidermal growth factor on adipose tissue development in vivo. Proc Natl Acad Sci U S A 88(9):3912–3916
Miller JA, Thompson PA, Hakim IA, Lopez AM, Thomson CA, Hsu CH, Chow HHS (2013) Expression of epidermal growth factor, transforming growth factor-β1 and adiponectin in nipple aspirate fluid and plasma of pre and post-menopausal women. Biomark Res 1:18. https://doi.org/10.1186/2050-7771-1-18
Accattato F, Greco M, Pullano SA, Carè I, Fiorillo AS, Pujia A, Montalcini T, Foti DP, Brunetti A, Gulletta E (2017) Effects of acute physical exercise on oxidative stress and inflammatory status in young, sedentary obese subjects. PLoS One 12(6):e0178900. https://doi.org/10.1371/journal.pone.0178900
Schipper HS, Nuboer R, Prop S, van den Ham HJ, de Boer FK, Kesmir C, Mombers IMH, van Bekkum KA, Woudstra J, Kieft JH, Hoefer IE, de Jager W, Prakken B, van Summeren M, Kalkhoven E (2012) Systemic inflammation in childhood obesity: circulating inflammatory mediators and activated CD14++ monocytes. Diabetologia 55(10):2800–2810. https://doi.org/10.1007/s00125-012-2641-y
Amarasekara DS, Yun H, Kim S, Lee N, Kim H, Rho J (2018) Regulation of osteoclast differentiation by cytokine networks. Immune Netw 18(1):e8. https://doi.org/10.4110/10.2018.18.e8
Todoric J, Strobl B, Jais A, Boucheron N, Bayer M, Amann S, Lindroos J, Teperino R, Prager G, Bilban M, Ellmeier W, Krempler F, Muller M, Wagner O, Patsch W, Pospisilik JA, Esterbauer H (2011) Cross-talk between interferon-γ and hedgehog signaling regulates adipogenesis. Diab 60(6):1668–1676. https://doi.org/10.2337/db10-1628
Sinnesael M, Boonen S, Claessens F, Gielen E, Vanderschueren D (2011) Testosterone and the male skeleton: a dual mode of action. J Osteoporos 2011:240328. https://doi.org/10.4061/2011/240328 1, 7
Kirmani S, Christen D, van Lenthe GH, Fischer PR, Bouxsein ML, McCready LK et al (2009) Bone structure at the distal radius during adolescent growth. J Bone Miner Res 24(6):1033–1042. https://doi.org/10.1359/jbmr.081255
Mosca LN, Goldberg TB, da Silva VN, da Silva CC, Kurokawa CS, Bisi Rizzo AC, Corrente JE (2014) Excess body fat negatively affects bone mass in adolescents. Nutrition 30(7–8):847–852. https://doi.org/10.1016/j.nut.2013.12.003
Chan PE, Sung RY, Kong AP, Goggins WB, So HK, Nelson EA (2008) Reliability of pubertal self-assessment in Hong Kong Chinese children. J Paediatr Child Health 44(6):353–358. https://doi.org/10.1111/j.1440-1754.2008.01311.x
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This study was supported by the Estonian Ministry of Education and Research grant IUT 20-58 and by Estonian Research Council grant PUT 1382.
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The study was approved by the Research Ethics Committee of the University of Tartu, Tartu, Estonia. Informed consent was obtained from all individual participants included in the study.
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Mengel, E., Tillmann, V., Remmel, L. et al. The associations between the changes in serum inflammatory markers and bone mineral accrual in boys with overweight and obesity during pubertal maturation: a 3-year longitudinal study in Estonian boys. Osteoporos Int 29, 2069–2078 (2018). https://doi.org/10.1007/s00198-018-4580-z
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DOI: https://doi.org/10.1007/s00198-018-4580-z