polski | english | login

DOI: 10.18544/PEDM-21.04.0037

Bone turnover markers in the obese children – relation to gender, body composition and leptin level

Paweł Matusik, Magdalena Olszanecka-Glinianowicz, Jerzy Chudek, Ewa Małecka-Tendera

Key words

obesity, children, osteocalcin, body composition, leptin


Introduction. Recently published data revealed that bone turnover is related to the body composition in pubertal children and may be impaired in obese adolescents. The aim of the study was to determine the relationship between bone turnover markers, body composition and leptin level in obese children. Material and methods. In 54 obese adolescents (25 boys and 29 girls) in the mean age of 13.96 ±2.78 years bone turnover markers – osteocalcin (OC), N-terminal telopeptide of type I collagen (NTx), OC/NTx ratio and leptin were determined. Anthropometric parameters expressed as BMI Z-score, WHR, W/HtR and body composition was evaluated by bioelectrical impedance analysis (BIA)such as fat mass (FAT), fat-free mass (FMM), predicted muscle mass (PMM) and total body water (TBW). The results were compared to the control group of 75 normal weight children (25 boys and 38 girls). Results. OC was significantly lower in obese children, particularly in obese girls (p<0.05 and p<0.0001 respectively). Bone turnover ratio (calculated as OC/NTx) was significantly lower in obese girls only (p<0.01). Significant negative correlation was found between the OC level and BMI Z-score in the whole studied population of children. OC and OC/NTx correlated significantly with all anthropometrical parameters only in girls. There was also a significant positive correlation between NTx and leptin in the entire group, being significantly higher in females (p<0.05 and p<0.0001 respectively). Conclusions. Bone turnover is related to the amount of fat mass and its hormonal activity. We can suspect that, in obese children, particularly in obese adolescent girls, impairment of bone turnover may be a risk factor for the lower bone mass and higher fracture risk in the future life


Childhood obesity epidemic is nowadays the most important challenge for public health system worldwide, mainly in the developed countries [1–4]. Recently, there has been a growing concern that childhood obesity may negatively affect bone development [5–8]. However, some studies report no negative impact on growing skeleton in obese children [9,10]. Therefore determining whether excess adiposity is beneficial or detrimental to the bone quality in obese children is a scientific challenge. Recently published review by Paulis et al. showed that obesity and overweight are associated with a significant increase of musculoskeletal complaints in children including higher fractures rate [5]. Moreover study performed by Foley et al. showed that low bone mineral density is associated with high fat mass and a higher fractures risk [6].Cole et al [7] reported that fat mass was negatively correlated with volumetric bone mineral density in a group of 6 years old children. 

Puberty is a period of marked changes in the human body composition and gender differences in adiposity, fat free mass and bone density become striking [11]. A limited number of studies reported inconsistent findings on an independent cross-talk between bone turnover intensity and anthropometrical parameters and adipose tissue activity, especially in the period of pubertal development [12–15]. With respect to the dramatic rise in obesity prevalence among children and adolescents worldwide, an understanding of the links between body composition and bone metabolism during the pubertal period seems to be very important to manage potentially adverse consequences for metabolic and skeletal health in adult life. 

The aim of the present study was to determine the relationship between bone turnover markers, nutritional status and leptin levelin obese children compared to the lean controls matched for age.

Materials and methods

Studied population 

The study Group (SG) comprised 54 obese adolescents(25 boys and 29 girls) in the mean age of 13.96 ±2.78 years. They were consecutively recruited for the study from the patients referred to Outpatients Obesity Department. Children with syndromic obesity and endocrine disorders associated with obesity were excluded. Other exclusion criteria were factors that could influence bone turnover like chronic diseases (i.e. asthma), several fractures history, and medications (i.e. glucocorticoids, vitamin D, calcium, other vitamins). The control group (CG) comprised 74healthy children (25 boys and 38 girls) matched for age, sex and pubertal status. They were all healthy, of normal weight and did not take any medications.

Anthropometric measurements

Standing height was measured by a wall-mounted Harpender Stadiometer to the nearest 0.1 cm and weight by an electronic scale with readings accurate to 0.1 kg, measured in children in their underwear.Body mass index (BMI) was calculated using the standard formula (kilograms per meter squared). BMI z-scores were derived using WHO AnthroPlus, version 1.0.4 (based on World Health Organization growth references) [16]. Obesity was defined as BMI at or above the 95th percentile for age and sex, using the WHO charts [16]. Waist and hip circumferences were measured midway between the lower rib margin and the iliac crest in the standing position and Waist/Hip Ratio (WHR) and Waist/Height Ratio (W/HtR) were calculated. For the pubertal stage evaluation standard Tanner criteria were used [17].

Body composition analysis

Body composition parameters: fat mass (FAT), fat-free mass (FFM), total body water (TBW) and predicted muscle mass (PMM) were assessed (in kilograms [kg] or as percentage of body weight [%]) based on bioelectrical impedance using segmental body composition analyzer (BC-418MA Tanita Europe BV, Hoofddorp, Nederlands). 

Biochemical analysis

Venous blood samples were drawn from antecubital vein in the morning in the supine position after the overnight fasting and collectedinto vacutainer tubes. After centrifugation at 1500 x g at 4oC for 5 min, serum was collected and transferred in Eppendorf™ tubes, then immediately frozen and stored at -80oC until analysis. Competitive-inhibition enzyme-linked immunosorbent assay (ELISA) was used to evaluate amino terminal collagen cross-links (NTx) in serum (Osteomark NTx Serum).Quantitative sandwich enzyme immunoassay technique was used for the measurement of osteocalcin (OC) (MicroVue Osteocalcin EIA kit, Quidel, San Diego, USA) and leptin (TECOmedical AG, Swissach, Switzerland) . All samples were tested in duplicate.

Ethical considerations

The study was approved by the Ethics Committee of the Medical University of Silesia. All participants and/or their caregivers gave informed consent. Patient rights were also approved according to the Helsinki Declaration.

Statistical analysis

The normal distribution of all the variables was assessed by the Kolmogorow-Smirnov test. The following variables were not normally distributed, and were log transformed to achieve near-normal distributions: leptin, osteocalcin, and NTx. Baseline comparisons of categorical variables were performed by χ2 test. Differences in continuous variables between the studied groups were assessed by Student’s t-test and were adjusted for sex. Correlations between continues parametrical (or log transformed) variables were based on linear Pearson’s correlation coefficient. All statistical analyses were made with the Statistica™ 12 PL software and p value less than 0.05 was considered statistically significant.


Baseline characteristics

Baseline characteristics, differences of either anthropometric measurements or bone turnover markers and leptin of all studied children are reported in table I. Subjects in the study and control groups were comparable with respect to age, gender and Tanner stage distribution. As expected, there were strong significant differences between the groups concerning all anthropometrical variables and the leptin level. Moreover, the OC level was significantly lower in the obese adolescents (p<0.05). Bone turnover ratio (OC/NTx) was also lower in obese group but the difference was not statistically significant. 

Bone turnover markers and leptin in relation to the gender and anthropometrical status

The results are presented in table II. Bone formation marker (OC) and bone turnover ratio (OC/NTx) were significantly higher in girls (p<0.05). It was expected due to more advanced pubertal development in girls with the same age. However, those physiological differences were present only in the lean control group (p<0.001 and p<0.01 respectively), whereas bone turnover markers in obese girls did not differ compared to obese boys in the same age. Moreover, bone turnover markers (OC and OC/NTx) were significantly lower in obese girls vs. lean controls (p<0.0001 and p<0.01 respectively). As expected, the leptin level was significantly higher in the obese group than in the lean subjects (p<0.000001 for boys and p<0.01 for girls respectively). However, in all studied children, there was no physiological difference between girls and boys regarding to leptin, which was due to more than five times higher leptin level in obese boys than in the lean control group (p<0.000001). The expected gender physiological differences regarding the leptin level was found only within the control group (p<0.000001). No significant difference was found in the NTx level between obese and lean subjects in both sexes.

Correlation between bone turnover markers, and nutritional status and leptin level

All significant correlations found within the parameters in the entire studied population, obese study group and all girls are reported in table III. A significant negative correlation was found between the OC level and BMI Z-score in all studied population (p<0.05). OC and OC/NTx correlated significantly with all anthropometrical parameters only in girls. Correlations between the OC and body composition parameters assessed by BIA reached highest significance (p<0.00001). There was also significant positive correlation between bone resorption marker (NTx) and leptin level in the entire group as well as in girls (p<0.05 and p<0.0001 respectively). There were no significant correlations between anthropometrical status markers, leptin and bone turnover in lean subgroup an in boys (table IV).


Serum OC levels are used to evaluate bone metabolism, as a bone formation marker. However, an increasing amount of data has emerged to support extra-skeletal effects of OC [18,19]. In our study, the OC level was significantly lower in the obese group. However, after the adjustment to gender, the significance was present only in girls. Also, bone turnover ratio (OC/NTx) was significantly lower only in obese girls. Similar observation was made by Dimitri at al [12] who showed reduced bone formation relative to resorption in group of 103 obese children. In our study, the OC level correlated significantly with BMI Z-score in the entire studied population, whereas in girls the OC and OC/NTx were significantly related to all anthropometrical measurements and body composition parameters. Similar relation between the OC and BMI was found by Dubnov-Raz et al. in the group 160 of healthy adolescent girls [15]. The other study showed the inverse significant relation between the OC and adiposity (BMI and fat mass) or leptin level in the group of adolescent boys [14].Similar data was published by Reinehr et al [20]. Osteocalcin levels were significantly lower in obese children compared to a non-obese control group. In the otherstudy osteocalcin levels were found to be inversely correlated with fat mass, fat percentage and BMI in a group of 106 children aged 11–14 years [21]

In our study, the leptin level was significantly higher in obese children but there was also a significant positive correlation between bone resorption marker (NTx) and leptin in the entire group and the higher significance was showed in girls. The recent study, performed by Dimitri et al. [22], showed that childhood obesity alters the radial and tibial microstructure assessed by high resolution peripheral quantitative computed tomography (HR-pQCT). Moreover, this process may be mediated by leptin which was inversely related to the radial cortical porosity and tibial trabecular thickness. In accordance with our results were the data published by the same authors [12] who showed significant positive correlation between leptin and bone resorption marker such as CTx in obese children [12]. Support for leptin acting as a key hormone disturbing bone development in obese children also comes from studies in children with profound changes in body composition. Data based on studies performed in children with congenital leptin deficiency showed a normal age and sex related bone mineral content and density despite hypogonadism and hyperparathyroidism coincidence [23,24]. It may suggest that severe leptin deficiency may have a protective value for bone in those subjects. Alteration in skeletal microarchitecture in adolescence result in transient skeletal weakness in mid-puberty may coincide with the period of peak fracture incidence [25]. The over-representation of overweight and obese children in fractures studies suggests that excess fat in children may alter bone mineral density and bone quality that increased this risk [8,22,26,27]. Our study suggests that the association between bone turnover markers and the leptin level in entire studied population and especially in girls may be dependent on anthropometrical parameters and body composition. The similar findings were described by Lucey et al. which revealed the significant correlation between the leptin level and urinary NTx in the group of 268 young women [28]. However, the role of leptin in the cross-talk between fat and bone still need to be extensively studied, because the recent data showed either negative (via hypothalamic action on the sympathetic nervous system) or positive (via mesenchymal cells differentiation towards osteoblasts) impact [29–31].

The primary limitation of our study was the different puberty stage distribution within the group of boys and girls. However, as obese children enter puberty earlier, there were no significant differences for the pubertal stages within either boys or girls subgroups. The data based on Polish population demonstrated that the peak values of the OC level occurred much earlier in pubertal girls than in boys (between 9–13 and 10–15 years respectively) [32]. Moreover, OC seems to be a useful parameter to assess the pubertal growth spurt [13, 33]. Therefore, further studies based on the larger groups of mid-pubertal obese boys are needed regarding bone turnover intensity in relation to the adipose tissue overload and adipokines production. 

Other limitation of our study was the usage of bioelectrical impedance analysis (BIA) which is an indirect method of body composition assessment. Areal BMD (aBMD) measured by dual-energy X-ray absorptiometry (DXA) is currently the gold standard not only for the diagnosis of osteoporosis but also for the body composition evaluation. However, a good correlation between BIA and DXA has been reported in estimating adiposity in the different groups of patients [34,35]. BIA is a relatively simple, quick, non-invasive and readily accessible compared to other methods, such as quantitative computed tomography (qCT) or DXA. A more widespread use of DXA in children is limited mainly by its costs and exposure to X-ray radiation. The process of BIA validation resultedin thedevelopment ofstandards andcentile charts forhealthy children [36]. BIA is more accurate than skinfold thickness and BMI when compared with a reference method [37], but accuracy may be lower for the severely obese children [38] and pediatric population with diabetes type 1 [39]. Therefore, BIA seems to be a useful noninvasive tool for the body composition assessment in pediatric population. 


In conclusion, our findings clearly demonstrate that bone turnover may be altered in the obese children (especially in girls) and pathogenic factor which can be involved in that mechanism may be either adipose tissue overload as well as its hormonal activity expressed as leptin excess. Moreover, our data suggest that the impairment of bone turnover ratio in obese pubertal girls may be a risk factor for the lower bone strength and higher fracture risk in the pubertal period and the insufficient peak bone mass accrual leading to the earlier osteoporosis in the future.


1. James PT, Leach R, Kalamara E. The worldwide obesity epidemic. Obes Res. 2001; 9, suppl. 4: 228-233.

2. Lobstein T, Frelut ML. Prevalence of overweight among children in Europe. Obes Rev. 2003; 4: 195-200.

3. Malecka-Tendera E, Klimek K, Matusik P et al. Obesity and overweight prevalence in Polish 7- to 9- year old children. Obes Res. 2005; 13: 964-968.

4. Wang Y, Beydoun MA. The obesity epidemic in the United States-gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysis. Epidemiol Rev. 2007; 29: 6–28.

5. Paulis WD, Silva S, Koes BW et al. Overweight and obesity are associated with musculoskeletal complaints as early as chidhood: a systematic review. Obes Rev. 2014; 15: 52-67.

6. Foley S, Quinn S, Jones G. Tracking of bone mass from childhood to adolescence and factors that predict deviation from tracking. Bone. 2009; 44: 752-757.

7. Cole ZA, Harvey NC, Kim M et al. Increased fat mass is associated with increased bone size but reduced volumetric density in pre pubertal children. Bone 2012; 50: 562-567.

8. Dimitri P, Bishop N, Walsh JS et al. Obesity is a risk factor for fracture in children but is protective against fracture in adults: A paradox. Bone. 2012; 50: 457-466.

9. El Hage R, Jacob C, Moussa E et al. Total body, lumbar spine and hip bone mineral density in overweight adolescent girls: decreased or increased? J Bone Miner Metab. 2009; 27: 629-633.

10. Rocher E, Chappard C, Jaffre C et al. Bone mineral density in prepubertal obese and control children: relation to body weight, lean mass, and fat mass. J Bone Miner Metab. 2008; 26: 73-78.

11. Loomba-Albrecht LA, Styne DM. Effect of puberty on body composition. Curr Opin Endocrinol Diabetes Obes. 2009; 16: 10-15.

12. Dimitri P, Wales JK, Bishop N. Adipokines, bone derived factors and bone turnover in obese children; evidence for altered fat-bone signaling resulting in reduced bone mass. Bone. 2011; 48: 189-196.

13. Kanbur NO, Derman O, Sen TA et al. Osteocalcin. A biochemical marker of bone turnover during puberty. Int J Adolesc Med Health. 2002; 14: 235-244.

14. Jurimae J, Latt E, Maestu J. et al. Osteocalcin is inversely associated with adiposity and leptin in adolescent boys. J Pediatr Endocrinol Metab. 2015; 28: 571-577.

15. Dubnov-Raz G, Ish-Shalom S, Chodick G et al. Osteocalcin is independently associated with body mass index in adolescent girls. Pediatr Obes. 2012; 7: 313-318.

16. de Onis M, Onyango AW, Borghi E et al. Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ. 2007; 85: 660-667.

17. Tanner JM, Whitehouse RH. Clinical longitudinal standards for height, weight, height velocity, weight velocity, and stages of puberty. Arch Dis Child. 1976; 51: 170-179.

18. Abseyi N, Zeynep S, Berberoglu M et al. Relationship between osteocalcin, glucose metabolism, and adiponectin in obese children: Is there crosstalk between bone tissue and glucose metabolism? J Clin Res Pediatr Endocrinol. 2012; 4: 182-188.

19. Neve A, Corrado A, Cantatore FP. Osteocalcin: skeletal and extra-skeletal effects. J Cell Physiol. 2013; 228: 1149-1153.

20. Reinehr T, Roth CL. A new link between skeleton, obesity and insulin resistance: relationship between osteocalcin, leptin and insulin resitance in obese children before and after weight loss. Int J Obes (Lond). 2010; 34: 852-858. 

21. Boucher-Berry C, Speiser PW, Carey DE et al. Vitamin D, osteocalcin, and risk for adiposity as co-morbidities in middle school children. J Bone Miner Res. 2012; 27: 283-293.

22. Dimitri P, Jacques RM, Paggiosi M et al. Leptin may play a role in bone microstructural alterations in obese children. J Clin Endocrinol Metab. 2015; 100: 594-602.

23. Farooqi IS, Jebb SA, Langmack G et al. Effects of recombinant leptin therapy in a child with congenital leptin deficiency. New Engl J Med. 1999; 341: 879-884.

24. Montague CT, Farooqi IS, Whitehead JP et al. Congenital leptin deficiency is associated with severe early-onset obesity in humans. Nature. 1997; 387: 903-908.

25. Nishiyama KK, Macdonald HM, Moore SA et al. Cortical porosity is higher in boys compared with girls at the distal radius and distal tibia during pubertal growth: an HR-pQCT study. J Bone Miner Res. 2012; 27: 273-282.

26. Kessler J, Koebnick C, Smith N et al. Childhood obesity is associated with increased risk of most lower extremity fractures. Clin Orthop Relat Res. 2013; 471: 1199-1207.

27. Sabhaney V, Boutis K, Yang G et al. Bone fractures in children: is there an association with obesity? J Pediatr. 2014; 165: 313-318.

28. Lucey AJ, Paschos GK, Thorsdottir I et al. Young overweight and obese women with lower circulating osteocalcin concentrations exhibit higher insulin resistance and concentrations of C-reactive protein. Nutr Res. 2013; 33: 67-75.

29. Schwetz V, Pieber T, Obermayer-Pietsch B. The endocrine role of the skeleton : background and clinical evidence. Eur J Endocrinol. 2012; 166: 959-967.

30. Confavreux CB, Levine RL, Karsenty G. A paradigm of integrative physiology, the crosstalk between bone and energy metabolism. Mol Cell Endocrinol. 2009; 310: 21-29.

31. Reid IR. Fat and bone. Arch Biochem Biophys. 2010; 503: 20-27.

32. Ambroszkiewicz J, Gajewska J, Laskowska-Klita T. Serum osteocalcin and bone alkaline phosphatase in health children in relation to age and gender. Med Wieku Rozwoj. 2002; 6: 257-265.

33. Sen AT, Derman O, Kinik E. The relationship between osteocalcin levels and sexual stages of puberty in male children. Turk J Pediatr. 2000; 42: 281-285. 

34. de Lorenzo A, Sorge SP, Iacopino L, et al. Fat-free mass by bioelectrical impedance vs. dual-energy X-ray absorptiometry (DXA). Appl Radiat Isot. 1998; 49: 739-741.

35. Thomson R, Brinkworth GD, Buckley JD et al. Good agreement between bioelectrical impedance and dual-energy X-ray absorptiometry for estimating changes in body composition during weight loss in overweight young women. Clin Nutr. 2007; 26: 771-777.

36. McCarthy HD, Cole TJ, Fry T. Body fat reference curves for children. Int J Obes. 2006; 30: 598-602.

37. Paineau D, Chiheb S, Banu I, et al. Comparison of field methods to estimate fat mass in children. Ann Hum Biol. 2008; 35: 185-197.

38. Deurenberg P. Limitation of the bioelectrical impedance method for the assessment of body fat in severe obesity. Am J Clin Nutr. 1996; 64, suppl 3: 449-452.

39. Niewadzi E, Głowińska-Olszewska B, Łuczyński W et al. Analysis of body composition with the use of bioimpedance in children with type 1 diabetes. Pediatr Endocrinol Diabetes Metab. 2013; 19: 58-63.

advanced search »

Article in databases

DOI: 10.18544/PEDM-21.04.0037
PUBMED: view

Similar articles


The Pro12Ala PPARg2 gene polymorphism involves residual C-peptide secret ...

Response to low dose indomethacin in two children with nephrogenic diabe ...

Yeast-like fungi in the gastrointestinal tract in children and adolescen ...

Risk factors for cardiovascular disease in children with type 1 diabetes ...

Pediatric Endocrinology Diabetes and Metabolism

2018; 24, 2: 51-110
2018; 24, 1: 1-50
2017; 23, 4: 169-222
2017; 23, 3: 117-168
2017; 23, 2: 59-116
2017; 23, 1: 1-58
2016; 22, 4: 133-180
2016; 22, 3: 81-132
2016; 22, 2: 43-79
2016; 22, 1: 1-42
2015; 21, 4: 149-191
2015; 21, 3: 97-148
2015; 21, 2: 51-96
2015; 21, 1: 1-50
2014; 20, 4: 131-182
2014; 20, 3: 83-130
2014; 20, 2: 35-82