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Factors Associated with the Occurrence of Thyroid Nodules in Severely Obese Patients: A Case-Control Study

Background: The association of obesity with the occurrence of thyroid nodules and thyroid cancer has been demonstrated. However, there is limited knowledge on the risk factors of thyroid nodules in in severely obese patients. The aim was to evaluate the occurrence of thyroid nodules in severely obese and nonobese patients and determine the factors associated considering sociodemographic, lifestyle, and biochemical variables. Methods: This is a case-control study of 134 adults which 67 nonobese, control group, and 67 severely obese (BMI ≥ 35 kg/m2), case group. All participants underwent thyroid ultrasound. Results: The occurrence of thyroid nodules in a control group was 13.4% (n = 9), while in a case group was 29.9%, n = 20), difference statistically significant (p = 0.017). Factors associated with the occurrence of thyroid nodules in severely obese patients were lower mean age (p = 0.022); higher economic class (p = 0.010); nonconsumption of alcohol (p = 0.017); higher fasting glycemia (p = 0.009), fasting insulin (p = 0.001), homeostatic model assessment of insulin resistance [HOMA-IR] (p = 0.045), and triglyceride (p = 0.009) mean values; and lower vitamin D3 (p = 0.045) and high-density lipoprotein cholesterol (p = 0.041) mean values. Conclusions: Occurrence of thyroid nodules in severely obese patients was higher than nonobese. Lower age at diagnosis, higher economic level, nonconsumption of alcohol, hyperinsulinemia, higher HOMA-IR scores, and lower vitamin D3 levels were factors associated with the occurrence of thyroid nodules in severely obese patients.


Introduction
Thyroid nodules are a common clinical problem (Haugen et al., 2016). The prevalence of thyroid nodules evaluated by ultrasound is extremely high, reaching 68% of the general population (Guth et al., 2009;Tan and Gharib, 1997). Investigating thyroid nodules is important to evaluate malignancy risk (Hegedus, 2004). As the incidence of thyroid cancer has tripled in the last 30 years (Davies et al., 2015), proper investigation of thyroid nodules and associated factors is fundamental to define a better diagnostic approach.
Considering the scenario of pandemic severe obesity and the exponential increase in thyroid cancer incidence, investigating thyroid nodules and their associated factors is crucial to develop preventive measures and more appropriate approaches to thyroid nodular disease and increase scientific knowledge. Thus, this study aimed to evaluate the occurrence of thyroid nodules in severely obese and nonobese patients and determine the factors associated considering sociodemographic, lifestyle and biochemical variables.

Study design
This is a case-control study of adult residents in  (Rodrigues et al., 2018), which investigated 150 severely obese adults. Case data were randomly extracted from the larger study. Control data were collected from the same hospital, after recruitment in the orthopedics, dermatology, ophthalmology, and radiology outpatient clinics. This study was designed in a 1:1 ratio. The case group included severely obese individuals (BMI ≥ 35 kg/m 2 ); the control group, nonobese individuals (BMI < 30 kg/m 2 ). Subjects with thyroid nodular disease, previous bariatric surgery, and pregnancy were excluded from both groups.

Data collection
Data were collected from June 2015 to July 2016. Although case information was extracted from the larger study (Rodrigues et al., 2018), all case and control data collection procedures were uniformly conducted according to previously established procedures. Standardized pretested questionnaires were used to collect sociodemographic (age, sex, education, marital status, socioeconomic class) and lifestyle (smoking, alcohol consumption) data and assess thyroid cancer risk factors (use of iodized salt, exposure to ionizing radiation, family history of thyroid cancer). Data collection was conducted by a trained professional from the Department of Pathological Anatomy and Cytology of Goiânia.
Anthropometric measurements were performed. Weight was measured using a mechanical platform scale with a maximum capacity of 300 kg and a precision level of 100 grams. Height was measured using a stadiometer coupled to the mechanical scale, with a precision level of 0.1 cm. The BMI was determined by dividing the weight in kilograms by height in meters squared [BMI = weight (kg) / height (m) 2 ] (WHO, 2000). Cervical circumference (CC) was measured using the inelastic tape measure placed directly below the laryngeal prominence of the cricothyroid cartilage, perpendicular to the longitudinal axis of the neck, with the head positioned horizontally (Li et al., 2014).
Ultrasound was performed in both groups at the HC-UFG Radiology Center, with a maximum interval of 4 weeks between answering the questionnaire and collecting the abovementioned data. Individuals diagnosed with thyroid nodules were included in this study. The ultrasound evaluation was conducted by two trained physicians, one specialized in radiology and the other specialized in endocrinology, with more than 10 years' experience in clinical and ultrasound examination of the thyroid. GE Logiq P6 ultrasound imaging devices were used, with convex and linear multifrequency transducers (10-13 MHz) for morphological analysis (mode B) and Doppler evaluation. Focal lesions (nodules) were considered present only if their diameter was ≥3 mm. Nodular characteristics were not considered in this study. Cervical subcutaneous tissue thickness was measured in centimeters by ultrasound, at the level of the thyroid isthmus, with an appropriate amount of gel layer without pressure from the examiner and using only the transducer's weight (Ugur et al., 2011).

Statistical analysis
Data were described using mean ± standard deviation, and absolute and relative frequencies. The association of occurrence of nodules between case and control patients was analyzed according to the investigated variables using the independent t-test and Fisher's exact test, considering a significance level of 5%. Data were analyzed using Stata software (StataCorp, College Station, TX, USA).

Results
This case control study included 134 patients, case and control groups. From these, 62 (92.54%) with a BMI of ≥40 kg/m 2 (class III obesity). The case group presented a higher occurrence of nodules (29.9%, n = 20) than the control group (13.4%, n = 9) (p = 0.017).
In patients with thyroid nodules (n = 29), 100% were women, 96.6% (n = 28) used iodized salt, 100% were not exposed to ionizing radiation, and 96.6% (n = 28) had no family history of thyroid cancer. The occurrence of thyroid nodules in these patients was associated with lower mean age, higher economic class (A, B, and C), and nonconsumption of alcohol (Table 1).
Regarding cervical variables both were statistically associated with the occurrence of thyroid nodules (Table 2). Among the biochemical variables analyzed, higher mean values of fasting glycemia, fasting insulin, HOMA-IR, and triglycerides were associated with the occurrence of thyroid nodules in the case group. Lower mean values for vitamin D 3 and HDL-c was statistically associated of nodules (Table 3).

Discussion
Our study is the first to compare the frequency of thyroid nodules and associated factors in such population with a control group, thus contributing to the elaboration of an appropriate management protocol for thyroid nodular disease in severe obesity. Furthermore, sociodemographic variables linked to severe obesity such as age, social class, and biochemical variables were associated with the occurrence of thyroid nodules.
Here, all case and control individuals with thyroid nodules were females, corroborating the higher occurrence of nodules in women in other studies (Papini et al., 2002;Kim et al., 2008). This suggests that females are more predisposed to having thyroid nodules. One hypothesis could be the increased role of estrogen and aromatase activity in women, as a mediating mechanism of thyroid proliferation (Pappa and Alevizaki, 2014). Another hypothesis could be the feminization of health, where women seek more medical care than men in basic health units (Figueiredo, 2005).
The mean age at nodule diagnosis was lower in obese patients (40 years), consistent with the findings of Cappelli et al., (2012). In control patients, the mean age was 48.4 years, similar to that observed by Papini et al., (47.8 years) (2002) and Kim et al., (2008) (49.2 years). A potential increasing role of obesity could be its involvement in mediating mechanisms of thyroid tumorigenesis, such as hyperinsulinemia, increased aromatase and leptin activity, chronic oxidative stress, impaired immune response, and chronic low-grade inflammation present in obese individuals, which favor early occurrence of thyroid nodules (Pappa and Alevizaki, 2014).
In this study, the presence of thyroid nodules in severely obese individuals was also associated with nonconsumption of alcohol. A positive association between total alcohol consumption and obesity was reported by Tolstrup et al., (2005    Severely obese patients with thyroid nodules presented higher mean values cervical subcutaneous tissue thickness. A meta-analysis found a positive association between adiposity and thyroid cancer, corroborating our study results (Schmid et al., 2015). Although the connection between obesity and thyroid nodules is conflicting in the literature (Cappeli et al., 2012;Sousa et al., 2013), our study showed that the variables related to subcutaneous adiposity, cervical variables, were associated with a higher frequency of nodules. Moreover, a positive association between total body fat percentage and presence of thyroid nodules was verified in a cross-sectional study of 306 healthy individuals from northern Greece, which also agrees with our study findings (Panagiotou et al., 2017).
In this study, FG, FI, HOMA-IR, and triglyceride levels were higher and HDL levels were lower in severely obese patients with thyroid nodules. This altered metabolic profile, compatible with metabolic syndrome, is a common finding associated with increased cardiovascular risk in obesity (Poddar et al., 2017). However, whether these metabolic alterations independently favor the occurrence of thyroid nodules remains unclear (Rezzonico et al., 2008;Rezzonico et al., 2009;Sousa et al, 2013). Among these changes, insulin resistance stands out as a variable positively associated with nodules and thyroid cancer, independent of BMI (Rezzonico et al., 2008;Rezzonico et al., 2009).
This study also found lower vitamin D 3 levels in severely obese individuals with thyroid nodules, which is consistent with the findings of other studies (Poddar et al., 2017;Savastano et al., 2017). Low sun exposure in obese individuals due to sedentary lifestyle with lower outdoor activity, vitamin D sequestration in adipose tissue, malabsorption, and accelerated catabolism can represent some of the factors associated with lower vitamin D pathogenesis (Poddar et al., 2017;Savastano et al., 2017). Vitamin D 3 deficiency has also been associated with several types of cancer, although there is still controversy with thyroid cancer (Jonklaas et al., 2013;Kim et al., 2014).
This study's main limitation is related to the number of thyroid nodules diagnosed. Due the small numbers of nodules on control group this study have not enough statistical power to perform multivariable analyses. However, there are previous studies with severe obese patients analyzing the factors associated with the occurrence of thyroid nodules which emphasizes the relevance of our results. Our results for biochemical parameters do not allow inferences on whether they are independent factors associated with thyroid nodules or parameters inherent in obesity itself. Considering the controversy of the subject and the innovative contribution of this study, we stimulate further longitudinal investigations to clarify these questions.
In conclusion, the factors associated with the occurrence of thyroid nodules in severely obese patients were lower age, higher economic level, nonconsumption of alcohol, adiposity, hyperinsulinemia, higher HOMA-IR levels, and lower vitamin D 3 levels. These findings contribute to understanding the profile of this specific population and provide an avenue for complementary investigations in the search for independent risk factors for thyroid nodules.

Conflict of Interest
The authors declare no conflict of interest.