Epidemiological study of metabolic syndrome in Brazilian soldiers

ABSTRACT Objective: The aim of this study was to carry out an epidemiological analysis of metabolic syndrome among Brazilian Army soldiers. Subjects and methods: Two thousand seven hundred and nineteen male soldiers of the Brazilian Army were evaluated from 2014 to 2016. Characteristics: age = 27.77 (± 8.59) years and BMI = 25.15 (± 3.41) kg/m2. Blood tests and anthropometric measures were performed following the criteria of the International Diabetes Federation Task Force on MS Epidemiology and Prevention, 2009. The epidemiological analysis was based on Odds ratio (OR) with confidence interval (CI). Results: The prevalence of MS found was 12.21%. Both WC and BMI proved to be good predictors of changes in MS physiological markers. Increased WC and BMI were strongly associated with all physiological markers. Soldiers with WC ≥ 90 were more likely to present MS with OR = 33.37 (24.37-45.7). Soldiers with WC ≥ 90 also presented high risk of: high triglycerides with OR = 5.98 (4.69-7.61); low HLD-c with OR = 1.78 (1.47-2.16); and increased systolic blood pressure OR = 3.10 (2.55-3.76). Soldiers with BMI ≥ 30 had a high risk of: increased glucose with OR = 2.69 (1.93-3.75); and increased diastolic blood pressure with OR = 3.02 (2.22-4.10). Conclusion: Both WC and BMI can be considered as good predictors of changes in MS physiological markers. We believe that WC and BMI should be used as screening tools to indicate the soldiers that must undergo blood tests to monitor MS prevalence.


INTRODUCTION
T he increase of the global burden of Non- Communicable Chronic Diseases (NCDs) is a public health problem worldwide.NCDs are multifactorial in nature and share several modifiable risk factors such as smoking, physical inactivity, inadequate diet, obesity, dyslipidemia and alcohol consumption (1)(2)(3).
The increasing incidence of overweight and obesity represents a serious public health problem with implications for society and health systems (4).It contributes to the morbidity and mortality by Diabetes Mellitus, Heart Disease, Stroke and Cancer (5).It has been suggested that overweight and obesity, in addition to causing these diseases, can also significantly reduce life expectancy.
An study developed by Chaves and cols.(6), including the years 1980-2005, and using the Brazilian Army database with 8.989.508teenagers aged 17-19 years, showed an increasing trend of overweight and obesity prevalence in all Brazilian states, In that period, the number of teenagers with overweight increased three-fold and with obesity, six-fold.Another study (7) with Brazilian militaries showed the following percentages of obese or overweight subjects: 12.91%, 7.98% and 17.84%, considering the Body mass index (BMI), waist/ hip ratio (WHR) and waist circumference (WC), respectively.The best anthropometric indicator for systemic arterial hypertension was the waist/hip index (Odds Ratio = 4.45, 1.45-13.17).
Metabolic syndrome (MS) is a complex disorder, characterized by a cluster of cardiovascular risk factors, such as high blood pressure, central fat deposition, dyslipidemia and insulin resistance (8)(9)(10), MS includes a constellation of cardiovascular and type 2 diabetes risk factors.Its etiology involves complex interactions between genetics, metabolism and environmental factors, including diet.Its prevalence has increased in developed and developing countries, in males and females, and in adults, teenagers and children (11).Vidigal and cols.(12) identified, in a recent systematic review, MS prevalence in the Brazilian adult population varying between 28.9% and 29.6%, according to the criterion used to define it.Half the studies have used the NCEP-ATP III (2001) criterion for MS diagnosis.
Although MS has appeared in many forms and definitions for more than eight decades, only in the last five years, the real controversy over its definition and meaning emerged (13).It is defined in many ways by: NCEP/ATP III (National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults); IDF (International Diabetes Federation) and WHO (World Health Organization) among others (14).
Different organs adopt different criteria to define MS and the cut-off points for its components.In 2009, a new definition of MS was presented as a consensus between IDF and AHA/NHLBI after a meeting between their respective representatives aiming at arriving at a common denominator for its definition, since there was divergence between the two criteria.In this manner, the main characteristic of this new criterion is that obesity, defined by the cut-off point of the abdominal circumference, by ethnic groups, is no longer a prerequisite.Obesity, however, remains an important risk factor to be investigated (9).
Surveys conducted by IPCFEx (Brazilian Army Research Institute of Physical Fitness) show that from the 17 th BRABAT to the 21 st BRABAT, the percentage of soldiers with MS increased from 3.2% to 10.9%.Another study involving 1,383 men (18 to 62 years old) allotted in military organizations of Grande Natal -RN, conducted with soldiers from the Brazilian Navy found prevalence of 17.6% using IDF criteria (15).The anthropometric indices (body mass index, waist circumference and waist-hip ratio) are the most widely used methods for measuring general and abdominal obesity in large epidemiological studies.Body mass index is used to measure general adiposity, while waist circumference and waist/hip ratio measure abdominal adiposity.There is a correlation between BMI, WC and the total mass of the adipose tissue.
Haghighatdoost and cols.( 16) point out that general obesity measured by the BMI is a known risk factor for diabetes.Although BMI is frequently claimed as a simple measure to determine disease risk, it has several constraints: it does not differentiate lean mass from fat mass nor fat distribution.It is important to mention that visceral adiposity plays a more important role in the development of insulin resistance and diabetes, than general adiposity (17).Therefore, WC was adopted as a measure of abdominal adiposity that takes into consideration fat distribution.In this sense, WC has been considered better than BMI in estimating intra-abdominal adipose tissue and provides a measure of body fat distribution (18)(19)(20).In this sense, the aim of this study was to carry out an epidemiological analysis of metabolic syndrome among Brazilian Army soldiers, considering these anthropometrics index as risk factors.

SUBJECTS AND METHODS
A cross-sectional observational study was conducted adopting a quantitative approach of MS prevalence and its components, according to the criteria of the Joint Scientific Statement (9).It evaluated 2,719 male soldiers from the Brazilian Army, serving in all regions of the country, from 2014 to 2016.The present study was registered at the National System of Ethics in Research (SISNEP, Portuguese acronym), submitted and approved by the Ethics Committee of the Marcílio Dias Naval Hospital, under no.1.551.242,CAAE no.47835615.5.0000.5256.Data collection was divided into two days.On the first day, an anthropometric evaluation was carried out, determining body mass (BM) with the soldier in the orthostatic position, barefoot, using only a swimsuit, with the aid of a Lider digital analytical scale, P150M model, with 200 kg maximum load and increments of 0.1%.
The height was measured with a metallic stadiometer, brand Sanny.The soldiers stood erect, with the arms extended and attached to the trunk, feet joined and keeping contact with the stadiometer by the heel, with the head oriented in the Frankfurt plane.The measures were performed in respiratory apnea, aiming at minimizing possible instabilities of the vertebral column.
The WC was measured with a 2M anthropometric tape from Sanny medical, Starret, model SN 4010.The soldiers remained standing, with relaxed abdomen, arms extended and weight equally distributed between the legs, with the feet near and parallel.The measurement was taken at the end of the expiration, taking care not to compress the skin, at the midpoint between the last rib and the iliac crest.The anthropometric variables were obtained following recommendations of Lohman and cols.(21).
On the second day, the biochemical tests of MS markers (TG, HDL-C, GLUC) were performed.Samples were collected in IPCFEx clinical analysis laboratory, strictly following the collection recommendations of the Brazilian Society of Clinical Pathology/Laboratory Medicine from 2010 and the resolution of the Collegiate Board -RDC no.306/2004 -ANVISA for sample managing and disposal.A hemodynamic evaluation

Metabolic syndrome in Brazilian soldiers
Arch Endocrinol Metab.2019;63/4 (SAP, DAP) was conducted next as prescribed in VI Guidelines for the use of Ambulatory Arterial Pressure Monitoring published by the Brazilian Society of Cardiology 2010.The parameters of the Joint Scientific Statement (9) were used for MS diagnosis.All participants were informed of the procedures and risks to which they would be submitted and signed a Free Informed Consent Term.

Statistics
A descriptive and exploratory analysis was carried out to characterize the population under study according to their demographic characteristics.Univariate analysis was performed to examine the associations of the variables investigated, odds ratios (OR) and respective confidence intervals (CI) were calculated.The receiveroperating characteristic (ROC) curve analysis was used to determine cut-off points of an index composed by the sum of excess in BMI and WC, and their sensitivity and specificity values to identify MS subjects.

RESULTS
The following table presents the characteristics of the variables related to the sample' MS, expressed as mean and standard deviation (Table 1).
All values obtained are within the normality range (Table 2).
The table above shows low prevalence when compared to that of the Brazilian civilian population, which, according to national studies ranges between 28.9 and 29.6% (Table 3).
Estimated OR was 33.37, i.e., the probability of presenting the syndrome was 34 times higher in exposed individuals (altered WC) than in those that were not exposed (not altered WC) (Table 4).
Estimated OR was 14.66, i.e., the probability to develop the disease was approximately 15 times higher in exposed individuals (altered BMI) than in those that were not exposed (not altered BMI) (Table 5).The comparison of BMI with WC, shows that GLUC and TG presented the greatest differences.Individuals with altered WC have 2.5 times more probability of presenting altered GLUC, while those with altered BMI have approximately 10 times more chances of presenting altered GLUC.Concerning TRIG, with altered WC, the probability is approximately 6 times, while with altered BMI the probability is 2.3 times.
It was found good values of sensibility and specificity to MS when analyzed BMI and WC together, through a simple index that was calculated by the sum of excess in each variable, in relation their cut-off points.The values of sensibility and specificity for each cut-off point, of the cited index, are presented in the Table 6.

DISCUSSION
MS is defined as a constellation of interconnected physiopathological, biochemical, clinical and metabolic factors that directly increase the risk of cardiovascular disease, type 2 diabetes mellitus and all-cause mortality.Insulin resistance, visceral adiposity, atherogenic dyslipidemia and high blood pressure are some of the various factors that constitute the syndrome (22)(23)(24).According to Stern and cols.(25), the risk of diabetes is increased 5-fold in people with MS.A possible explanation is lipotoxicity predisposing to beta cell dysfunction, in addition to insulin resistance, core pathophysiological element of metabolic syndrome (26).
The prevalence of metabolic syndrome found in the present study was 12.21%.According to Bortoletto and cols.(24), a systematic review among the adult population worldwide showed high prevalence of MS, ranging from 25% to 35%, with higher frequency in women.A cross-sectional study conducted by Costa and cols.( 15 We concluded that BMI and WC are good predictors of MS and that the additional risk to health explained by WC probably reflects its capacity to act as a substitute for abdominal fat, particularly, visceral fat.Our findings suggest that BMI and WC should be used as screening tools to indicate blood test to monitor MS prevalence.
Disclosure: no potential conflict of interest relevant to this article was reported.
), involving about 1.400 individuals from the Brazilian Navy and using the criterion of the International Diabetes Federation (IDF) for MS diagnosis, as in the present research, found prevalence Metabolic syndrome in Brazilian soldiers Arch Endocrinol Metab.2019;63/4

Table 1 .
Anthropometric characteristics and risk factors for MS of male soldiers of the Brazilian Army, serving in all regions of the country, from 2014 to 2016.(n = 2,719) Values expressed in absolute numbers.S.D.: standard deviation.

Table 2 .
MS prevalence in Brazilian soldiers, with central obesity (WC) and BMI who participated in the UN peacemaking mission in Haiti between 2014 and 2016.(n = 2,719)

Table 3 .
Groups of soldiers with and without metabolic syndrome and WC (n = 2,719)

Table 4 .
Group of soldiers with and without metabolic syndrome and BMI (n = 2,719)The table above shows that increased WC and BMI were strongly associated with all physiological markers.Soldiers with increased WC presented high risk of increase of altered SAP with OR = 3.10 (2.55 -3.76);

Table 5 .
Prevalence (P), odds ratio (OR) and confidence interval of MS risk factors in the group of soldiers (n = 2,719)

Table 6 .
Values of sensibility and specificity to MS when analyzed BMI and WC together soldiers (n = 2,719)