Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Endocrinol., 13 May 2025

Sec. Thyroid Endocrinology

Volume 16 - 2025 | https://doi.org/10.3389/fendo.2025.1538993

Risk factors of hypocalcemia after total thyroidectomy. A high volume center experience


mer Faruk &#x;nan*Ömer Faruk İnanç1*Kenan etinKenan Çetin2Yasin TosunYasin Tosun3Hasan Fehmi KüükHasan Fehmi Küçük3
  • 1General Surgery Department, Anadolu Medical Center In Affiliation With Johns Hopkins Medicine, Istanbul, Türkiye
  • 2General Surgery Department, Faculty of Medicine, Çanakkale Onsekiz Mart University, Çanakkale, Türkiye
  • 3General Surgery Department, Kartal Dr. Lutfi Kırdar City Hospital, Istanbul, Türkiye

Introduction: Thyroidectomy is one of the most frequently performed surgical procedures worldwide. The most common complication of total thyroidectomy (TT) in the early postoperative period is hypocalcemia. This study aims to determine the risk factors for postoperative hypocalcemia after TT and to reveal their clinical value. As a secondary outcome, we assessed the effects of iatrogenic parathyroidectomy, surgical experience, and parathyroid transplantations on prolonged than one month hypocalcemia and intravenous calcium infusion requirement after TT.

Methods: We designed our study as a retrospective cohort study. Two hundred sixty-three patients that underwent total thyroidectomy in a single tertiary endocrine surgery unit were included. Patients are followed up for 6 months. The study performed between April 2014 and March 2015. Patients were divided into two groups according to the presence or absence of hypocalcemia after surgery. All patients who performed total thyroidectomy without lymph node dissection in a single session were initially included in the study cohorts. Thereafter, patients with preoperatively confirmed hyperparathyroidism, hypoparathyroidism/hypocalcemia, had a history of thyroid operation, and postoperatively did not undergo regular follow-up (min. 12 months after surgery) were excluded from the latter analysis.

Results: In the multivariate analysis we conducted in our study, we found that female gender, preoperative hyperthyroidism, intraoperative parathyroid autotransplantation, and surgical experience were independent risk factors. Some of them are predictable parameters such as surgeon experience and preoperative hyperthyroidism.

Conclusions: We consider that specific theoretical and practical studies on thyroid surgery will reduce postoperative hypocalcemia.

1 Introduction

Thyroidectomy is one of the most frequently performed surgical procedures worldwide (1). In the last few decades, total thyroidectomy (TT) has replaced subtotal thyroidectomy, which has a higher probability of recurrence for both malignant and benign diseases. The most common complication of TT in the early postoperative period is hypocalcemia (1.6-50%) (2). Postoperative hypocalcemia is called temporary if it lasts less than 6 to 12 months after the operation, and permanent if it lasts longer than 12 months. While temporary hypocalcemia increases the cost by prolonging the hospitalization period, permanent hypocalcemia creates permanent morbidity in the patient with the need for calcium replacement therapy. Therefore, there is interest in investigating risk factors for the development of postoperative hypocalcemia after TT.

This study aims to determine the risk factors for postoperative hypocalcemia after TT and to reveal their clinical value.

2 Materials and methods

The study was designed as a retrospective cohort study. Two hundred sixty-three patients that underwent total thyroidectomy in a single tertiary endocrine surgery unit between April 2014 and March 2015 were included. The study protocol was approved by the institutional review board accordingly. All patients who performed total thyroidectomy without lymph node dissection in a single session were initially included in the study cohorts. Thereafter, patients with preoperatively confirmed hyperparathyroidism, hypoparathyroidism/hypocalcemia, had a history of thyroid operation, and postoperatively did not undergo regular follow-up (min. 12 months after surgery) were excluded from the latter analysis.

Patients were divided into two groups according to the presence or absence of hypocalcemia after surgery:

1. Group hypocalcemia including patients with low blood calcium levels(<8.0mg/dL) ± clinical signs (postoperative numbness in the perioral area or hands, Chvostek Sign, Trousseau sign, or the presence of tetany).

2. Group normocalcemic including patients without low blood calcium levels and any sign associated with hypocalcemia.

All blood samples were taken from a peripheral vein postoperative the first morning at 07.00-07.30 for the visit. Our laboratory’s reference ranges of Ca and PTH in the blood are 8.4-10.4 mg/dL and 13.00–65.00 pg/mL, respectively. Despite 12 months having passed after TT, patients requiring calcium supplementation with low Ca (<8.0 mg/dL), and PTH (<13 pg/mL) levels were considered permanent hypocalcemia. The experience of the physician was based on the mean number of thyroid surgeries performed annually by general surgeons who worked at our center (n: 5) during the last 3 years before the study period (low experienced (n:3): <50 operations/year; high experienced (n:2): ≥50 operations/year). Hyperthyroidism was diagnosed as per the result of thyroid function tests (T3, T4, and thyroid-stimulating hormone) conducted before surgery. Incidental parathyroidectomy was defined as the presence of parathyroid glands in the thyroidectomy specimen pathological reports.

We determined the risk factors for postoperative hypocalcemia after TT as primary outcomes. As a secondary outcome, we assessed the effects of iatrogenic parathyroidectomy, surgical experience, and parathyroid transplantations on prolonged than 1-month hypocalcemia and IV Ca infusion requirement after TT. Suppose there is a symptom of hypocalcemia and Ca <8.0mg/dl; 2500mg calcium carbonate+9.68mg cholecalciferol ± 0.25 microgram synthetic calcitriol twice a day is started. Patients who develop postoperative hypocalcemia in our clinic are followed up once a month for the first 6 months. In hypocalcemia lasting longer than 6 months, follow-up is done every 3 months.

2.1 Statistical analysis

Data were analyzed with Statistical Package for Social Sciences software (SPSS ver. 24.0, IBM Co., Armonk, NY, USA). Pearson’s chi-square test and Fisher’s exact test were used to compare qualitative data. Normality for the distribution of quantitative variables was analyzed with the Kolmogorov-Smirnov test. The student t-test was used to compare the normally distributed data. Multivariate logistic regression analysis was performed to assess variables that may be associated with hypocalcemia. Based on the result of the analysis, p<0.05 was considered to be statistically significant.

3 Results

A total of 263 patients with total thyroidectomy were included in the retrospective cohort, of which 109 (41.4%) were performed by low-experienced and 154 (58.6%) were performed by high-experienced surgeons in one year. The demographic characteristics and preoperative findings of the patients are given in detail in Table 1.

Table 1
www.frontiersin.org

Table 1. Preoperative and postoperative data of the retrospective cohort.

Iatrogenic parathyroidectomy was seen in 61 (23.2%) patients. Intraoperative parathyroid autotransplantation was performed in 19 (7.2%) patients. Postoperative hypocalcemia was detected in 61 (23.2%) patients. While it was detected only biochemically in 17 (6.5%) patients, symptomatic hypocalcemia occurred in addition to biochemical hypocalcemia in 44 (16.8%) patients. Intravenous calcium replacement was performed in 47 (17.9%) of these patients; 28 (10.6%) in the emergency room, 15 (5.7%) in the inpatient service and 4 (1.5%) in the inpatient + emergency room. Hypocalcemia lasted less than 1 month in 36 (13.7%) patients, hypocalcemia lasted between 1–6 months in 22 (8.4%) patients, and hypocalcemia lasted between 6–12 months in 1 (0.4%) patient. Permanent hypocalcemia lasting longer than 12 months was detected in 2 (0.8%) patients. Postoperative hoarseness developed in 8 (3%) patients. Of these, 5 (1.9%) were found to be temporary hoarseness and 3 (1.1%) as permanent hoarseness (Table 1).

In the univariate analysis, female gender, preoperative hyperthyroidism, iatrogenic parathyroidectomy, intraoperative parathyroid auto-transplantation, and surgical experience were associated with postoperative hypocalcemia significantly (p<0.05) (Table 2).

Table 2
www.frontiersin.org

Table 2. The univariate analysis of the factors associated with hypocalcemia after thyroidectomy.

The multivariate analysis revealed that female gender, preoperative hyperthyroidism, intraoperative parathyroid auto-transplantation, and surgical low experience significantly increased the probability of hypocalcemia after total thyroidectomy around 4.2 [OR (95%CI):4.17(1.49, 11.66), p:0.007], 2.5 [OR (95%CI):2.48(1.11, 5.51), p:0.026], 3.2 [OR (95%CI):3.22(1.16, 8.99), p:0.025], 3 [OR (95%CI):2.96(1.57, 5.59), p:0.001] times more, respectively - as independent risk factors (Table 3).

Table 3
www.frontiersin.org

Table 3. The multivariate analysis of the factors associated with hypocalcemia after thyroidectomy.

4 Discussion

Thyroidectomies have become the most frequently performed surgical procedures for benign and malignant thyroid diseases. With the increasing frequency of its application, surgeons began to face the complications of thyroidectomies more frequently. The most common complication after thyroid surgery is hypocalcemia. Therefore, many studies have been conducted and presented to the literature to determine the risk factors of this complication. Although many risk factors have been identified, this issue has still not been fully clarified due to conflicting results of studies. We think that the most important reason for this is the differences in the procedures applied. In our study, we examined bilateral total thyroidectomies and endeavored to reveal independent risk factors for postoperative hypocalcemia. Due to the different criteria used to define it, there is no true incidence of hypocalcemia after thyroidectomy (3). These rates have been reported to increase up to 68% for transient hypocalcemia and up to 14.5% for permanent hypocalcemia (4, 5). Patients who do not have low calcium levels may show hypocalcemia symptoms or may not show hypocalcemia symptoms in spite of low calcium levels. Thus, in our study, we defined the hypocalcemia group (Group 1) as patients with calcium levels lower than 8.0 mg/dl, with or without symptoms in order to have an objective approach.

Factors that increase the risk of developing hypocalcemia after total thyroidectomy are known as age, female gender, pathology and duration of underlying thyroid disease, parathyroid gland tissue damage, long-term vitamin D deficiency history, iatrogenic excision or devascularization of parathyroid gland(s) (68). We can group them under headings such as disease-related, patient-related (comorbidities) and factors related to the management of the surgical process (9).

The age factor has been examined in many studies and contradictory results have been reported. Some studies have reported advanced age while others have reported young age as risk factors (10). Qin et al., in their meta-analysis which included 50 studies, defined age as a risk factor for transient hypocalcemia in 13 of the included studies. They found in their analysis that young age was associated with an increased rate of hypocalcemia in patients who underwent TT. They emphasized that central lymph node metastases were more common in young patients with thyroid cancer and that more dissection was needed in these patients. Puzziello et al., in their study of 2,631 patients, specified that there was no difference between the genders in terms of the development of permanent hypocalcemia after transient thyroidectomy, and that transient hypocalcemia was more common in female gender (11).

We could not find a significant age difference between the groups with and without hypocalcemia in our study. Many studies have shown that female gender is a risk factor for postoperative transient hypocalcemia development, and the effects of hormonal changes on vitamin D, PTH, and calcium absorption have been emphasized (12, 13). In our study, female gender was observed to be associated with postoperative hypocalcemia in the univariant analysis and was one of the independent risk factors identified in multivariate analysis.

It is known that patients who underwent total thyroidectomy with the indication of Graves’ disease needed more calcium replacement than patients who underwent surgery with other indications (14). In addition, it was demonstrated that as the weight of the thyroid gland increased, the risk of developing postoperative hypocalcemia increased (15). However, there are not enough studies in the literature on the effect of preoperative hyperthyroidism on the development of postoperative hypocalcemia. With this aspect, it is important that preoperative hyperthyroidism was shown as an independent risk factor in the multivariate analysis in our study.

Iatrogenic parathyroidectomy is a very common complication after thyroid surgery. Although this seems to be directly related to the surgeon’s experience, it is reported as a bad surprise in the pathological examinations of thyroidectomy specimens of even the most experienced surgeons due to local inflammation, malignant invasion, and intrathyroidal ectopic location (16). In our study, iatrogenic parathyroidectomy increased the incidence of transient hypocalcemia. However, as the number of patients with permanent hypocalcemia was quite small (n:2, 0.8%), its relationship could not be investigated. Also, the effect of iatrogenic excision of one parathyroid gland from each side on postoperative hypocalcemia compared to one unilateral parathyroid gland removal could not be examined due to the small number of patients (n:7; 4 patients in the postoperative hypocalcemia group, 3 patients in the normocalcemia group). Intraoperative parathyroid autotransplantation and the number of autotransplanted glands have also been reported as risk factors for hypocalcemia after thyroidectomy (17, 18). On the other hand, in a study conducted with 313 cases, one parathyroid gland was excised in only three patients after total thyroidectomy, and all three were autotransplanted. However, transient hypocalcemia developed in 5.4% of the patients. Persistent hypocalcemia was not reported (19). Autotransplantation into the sternocleidomastoid muscle was performed in 19/263 (7.2%) of the patients in our cohort study. Hypocalcemia developed in 8 (42.1%) of the patients who underwent autotransplantation. However, hypocalcemia was short-lived in all of them (5 < 1 month, 3 1–3 months). For this reason, we perform autotransplantation in selected cases (in the case of glands that were accidentally removed and noticed during surgery or devascularized during dissection), not routinely. In our study, we determined parathyroid autotransplantation as an independent risk factor for postoperative transient hypocalcemia. On the other hand, autotransplantation was not performed in two of our patients who developed permanent hypocalcemia. Additionally, parathyroid tissue was not reported in the thyroidectomy specimen of these two female patients, but their thyroidectomies were performed by low-volume surgeons.

In our study, we found that the experience of the surgeon was significantly important in postoperative hypocalcemia development. It is generally accepted that surgical experience affects the postoperative permanent hypocalcemia development. However, its relationship with postoperative transient hypocalcemia has not been fully clarified. In the multivariate analysis of a study conducted by Burge et al., surgical specialty and stage of thyroid carcinoma were determined as independent risk factors for the development of permanent hypoparathyroidism (20). In the same study, it was reported that 29% of the patients operated by otolaryngologists developed permanent hypoparathyroidism, and 5% of the patients operated by general surgeons developed permanent hypoparathyroidism. In a total thyroidectomy study with 111 patients, surgeons were asked to score the viability of the parathyroid glands they saw. They named this scoring, between 0–3 according to viability, as the “Index of parathyroid viability score (IPVS)”. This scoring has been shown to be associated with postoperative hypocalcemia development (21). This information explains that surgical experience is important in terms of recognizing and protecting parathyroid glands. In a study conducted in a high-volume center for thyroid surgery, thyroidectomies performed by an experienced surgeon, a young specialist and an assistant were compared. It was shown that postoperative hypocalcemia development in less than 90 days and in the long term was not significantly different between these three groups, which is not compatible with our study (22).

5 Conclusion

Postoperative hypocalcemia is still a common complication after total thyroidectomy. In the multivariate analysis we conducted in our study, we found that female gender, preoperative hyperthyroidism, intraoperative parathyroid autotransplantation, and surgical experience were independent risk factors. Some of them are predictable parameters such as surgeon experience and preoperative hyperthyroidism. We consider that specific theoretical and practical studies on thyroid surgery will reduce postoperative hypocalcemia.

Data availability statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Ethics statement

The study protocol was approved by Kartal Dr. Lutfi Kırdar Research and Training Hospital in affiliation with University of Health Sciences ethics committee (2022/514/235/7). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants’ legal guardians/next of kin in accordance with the national legislation and institutional requirements.

Author contributions

Öİ: Conceptualization, Methodology, Project administration, Writing – original draft. KÇ: Conceptualization, Methodology, Writing – review & editing. YT: Conceptualization, Project administration, Writing – review & editing. HK: Conceptualization, Project administration, Writing – review & editing.

Funding

The author(s) declare that no financial support was received for the research and/or publication of this article.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The author(s) declare that no Generative AI was used in the creation of this manuscript.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Karamanakos SN, Markuo KB, Panagoppulos K, Karavias D, Vagianos CE, Scopa CD, et al. Complications and risk factors related to the extent of surgery in thyroidectomy-results from 2,043 procedures. Hormones. (2010) 9:318–25. doi: 10.14310/horm.2002.1283

PubMed Abstract | Crossref Full Text | Google Scholar

2. Chen KC, Iqbal U, Nguyen PA, Hsu CH, Huang CL, Hsu YE, et al. The impact of different surgical procedures on hypoparathyroidism after thyroidectomy: A population-based study. Med (Baltimore). (2017) 96:e8245. doi: 10.1097/MD.0000000000008245

PubMed Abstract | Crossref Full Text | Google Scholar

3. Stack BC Jr, Bimston DN, Bodenner DL, Brett EM, Dralle H, Orloff LA, et al. American association of clinical endocrinologists and American college of endocrinology disease state clinical review: postoperative hypoparathyroidism–definitions and management. Endocr Pract. (2015) 21:674–85. doi: 10.4158/EP14462.DSC

PubMed Abstract | Crossref Full Text | Google Scholar

4. Diez JJ, Anda E, Sastre J, Pérez Corral B, Álvarez-Escolá C, Manjón L, et al. Prevalence and risk factors for hypoparathyroidism following total thyroidectomy in Spain: a multicentric and nation-wide retrospective analysis. Endocrine. (2019) 66:405–15. doi: 10.1007/s12020-019-02014-8

PubMed Abstract | Crossref Full Text | Google Scholar

5. Raffaelli M, De Crea C, D’Amato G, Moscato U, Bellantone C, Carrozza C, et al. Post-thyroidectomy hypocalcemia is related to parathyroid dysfunction even in patients with normal parathyroid hormone concentrations early after surgery. Surgery. (2016) 159:78–84. doi: 10.1016/j.surg.2015.07.038

PubMed Abstract | Crossref Full Text | Google Scholar

6. De Pasquale L, Sartori PV, Vicentini L, Beretta E, Boniardi M, Leopaldi E, et al. Necessity of therapy for post-thyroidectomy hypocalcaemia: a multi-centre experience. Langenbecks Arch Surg. (2015) 400:319–24. doi: 10.1007/s00423-015-1292-0

PubMed Abstract | Crossref Full Text | Google Scholar

7. Ozoğul B, Nuran Akçay M, Kisaoğlu A, Atamanalp SS, Oztürk G, Aydinli B. Incidental parathyroidectomy during thyroid surgery: risk factors, incidence, and outcomes. Turk J Med Sci. (2014) 44:84–8. doi: 10.3906/sag-1211-56

Crossref Full Text | Google Scholar

8. Asari R, Passler C, Kaczirek K, Scheuba C, Niederle B. Hypoparathyroidism after total thyroidectomy: a prospective study. Arch Surg. (2008) 143:132–7; discussion 138. doi: 10.1001/archsurg.2007.55

PubMed Abstract | Crossref Full Text | Google Scholar

9. Caulley L, Johnson-Obaseki S, Luo L, Javidnia H. Observational Study. Risk factors for postoperative complications in total thyroidectomy: A retrospective, risk-adjusted analysis from the National Surgical Quality Improvement Program. Med (Baltimore). (2017) 96(5):e5752. doi: 10.1097/MD.0000000000005752

PubMed Abstract | Crossref Full Text | Google Scholar

10. Qin Y, Sun W, Wang Z, Dong W, He L, Zhang T, et al. A meta-analysis of risk factors for transient and permanent hypocalcemia after total thyroidectomy. Front Oncol. (2021) 10:614089. doi: 10.3389/fonc.2020.614089

PubMed Abstract | Crossref Full Text | Google Scholar

11. Puzziello A, Rosato L, Innaro N, Orlando G, Avenia N, Perigli G, et al. Hypocalcemia following thyroid surgery: incidence and risk factors. A longitudinal multicenter study comprising 2,631 patients. Endocrine. (2014) 47:537–42. doi: 10.1007/s12020-014-0209-y

PubMed Abstract | Crossref Full Text | Google Scholar

12. Ozogul B, Akcay MN, Akcay G, Bulut OH. Factors affecting hypocalcaemia following total thyroidectomy: a prospective study. Eurasian J Med. (2014) 46:15–21. doi: 10.5152/eajm.2014.03

PubMed Abstract | Crossref Full Text | Google Scholar

13. Păduraru DN, Ion D, Carsote M, Andronic O, Bolocan A. Post-thyroidectomy hypocalcemia - risk factors and management. Chirurgia (Bucur). (2019) 114:564–70. doi: 10.21614/chirurgia.114.5.564

PubMed Abstract | Crossref Full Text | Google Scholar

14. Pesce CE, Shiue Z, Tsai HL, Umbricht CB, Tufano RP, Dackiw AP, et al. Postoperative hypocalcemia after thyroidectomy for Graves’ disease. Thyroid. (2010) 20:1279–83. doi: 10.1089/thy.2010.0047

PubMed Abstract | Crossref Full Text | Google Scholar

15. Oltmann SC, Brekke AV, Schneider DF, Schaefer SC, Chen H, Sippel RS. Preventing postoperative hypocalcemia in patients with Graves’ disease: a prospective study. Ann Surg Oncol. (2015) 22:952–8. doi: 10.1245/s10434-014-4077-8

PubMed Abstract | Crossref Full Text | Google Scholar

16. Jensen PV, Jelstrup SM, Homøe P. Long-term outcomes after total thyroidectomy. Dan Med J. (2015) 62:A5156.

PubMed Abstract | Google Scholar

17. Lang BH, Yih PC, Ng KK. A prospective evaluation of quick intraoperative parathyroid hormone assay at the time of skin closure in predicting clinically relevant hypocalcemia after thyroidectomy. World J Surg. (2012) 36:1,300–6. doi: 10.1007/s00268-012-1561-9

PubMed Abstract | Crossref Full Text | Google Scholar

18. Roh JL, Park CI. Intraoperative parathyroid hormone assay for management of patients undergoing total thyroidectomy. Head Neck. (2006) 28:990–7. doi: 10.1002/hed.v28:11

PubMed Abstract | Crossref Full Text | Google Scholar

19. Sciumè C, Geraci G, Pisello F, Facella T, Li Volsi F, Licata A, et al. Complications in thyroid surgery: symptomatic post-operative hypoparathyroidism incidence, surgical technique, and treatment. Annali Italiani di Chirurgia. (2006) 77:115–22.

PubMed Abstract | Google Scholar

20. Burge MR, Zeise TM, Johnsen MW, Conway MJ, Qualls CR. Risks of complication following thyroidectomy. J Gen Intern Med. (1998) 13:24–31. doi: 10.1046/j.1525-1497.1998.00004.x

PubMed Abstract | Crossref Full Text | Google Scholar

21. Ji YB, Song CM, Sung ES, Jeong JH, Lee CB, Tae K. Postoperative hypoparathyroidism and the viability of the parathyroid glands during thyroidectomy. Clin Exp Otorhinolaryngol. (2017) 10:265–71. doi: 10.21053/ceo.2016.00724

PubMed Abstract | Crossref Full Text | Google Scholar

22. Loderer T, Beretta D, Cozzani F, Bonati E, Rossini M, Del Rio P. Relationship between surgeon experience and adverse events in thyroid surgery. Acta bio-medica: Atenei Parmensis. (2021) 92(5):e2021294. doi: 10.23750/abm.v92i5.9986

PubMed Abstract | Crossref Full Text | Google Scholar

Keywords: hypocalcemia, thyroidectomy, risk factors, hypoparathryroidism, endocrine surgery

Citation: İnanç ÖF, Çetin K, Tosun Y and Küçük HF (2025) Risk factors of hypocalcemia after total thyroidectomy. A high volume center experience. Front. Endocrinol. 16:1538993. doi: 10.3389/fendo.2025.1538993

Received: 03 December 2024; Accepted: 22 April 2025;
Published: 13 May 2025.

Edited by:

Terry Francis Davies, Icahn School of Medicine at Mount Sinai, United States

Reviewed by:

Sameer Rege, King Edward Memorial Hospital and Seth Gordhandas Sunderdas Medical College, India
Luiz Roberto Medina Dos Santos, Governador Celso Ramos Hospital, Brazil

Copyright © 2025 İnanç, Çetin, Tosun and Küçük. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Ömer Faruk İnanç, ZHJvZmluYW5jQGdtYWlsLmNvbQ==

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.