Abstract
Objectives
The GnRH stimulation test has been used as the gold standard for the diagnosis of central precocious puberty (CPP), but it has some practical barriers. This study intends to build a diagnostic model of CPP in girls based on the population in northern China.
Methods
A total of 163 girls with precocious puberty (PP) were included from December 2018 to December 2019. Multifactor logistic regression analysis was conducted. Based on the results of multivariate logistic regression analysis, a nomogram was established for clinical application.
Results
A multi logistic regression model showed that LH (OR=1.238, 95 % CI: 1.067–1.436, p=0.005), inhibin B (OR=1.066, 95 % CI: 1.032–1.100, p<0.001), bone age (OR=1.563, 95 % CI: 1.037–2.358, p=0.033), and uterine length (OR=1.180, 95 % CI: 1.034–1.348, p=0.014) were diagnostic factors for CPP. The prediction model AUC was 0.906 (95 % CI: 0.852–0.959, p<0.001).
Conclusions
We successfully developed a nomogram model for CPP patients based on clinical data. The diagnostic prediction model included four indicators: basal LH, inhibin B, bone age, and uterine body length.
Funding source: Beijing Municipal Administration of Hospitals Incubating Program
Award Identifier / Grant number: PX2020055
Acknowledgments
The authors thank the participants and their families.
-
Research ethics: The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013) and was approved by the Children’s Hospital Capital Institute of Pediatrics Ethics Committee (SHERLL2020003).
-
Informed consent: Signed consent was obtained from each participant’s parents prior to commencement of the study.
-
Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
-
Competing interests: The authors state no conflict of interest.
-
Research funding: Supported by the Beijing Municipal Administration of Hospitals Incubating Program (PX2020055).
-
Data availability: The raw data can be obtained on request from the corresponding author.
References
1. Carel, JC, Léger, J. Clinical practice. Precocious puberty. N Engl J Med 2008;358:2366–77, https://doi.org/10.1056/nejmcp0800459.Search in Google Scholar
2. Parent, AS, Teilmann, G, Juul, A, Skakkebaek, NE, Toppari, J, Bourguignon, JP. The timing of normal puberty and the age limits of sexual precocity: variations around the world, secular trends, and changes after migration. Endocr Rev 2003;24:668–93, https://doi.org/10.1210/er.2002-0019.Search in Google Scholar PubMed
3. Latronico, AC, Brito, VN, Carel, JC. Causes, diagnosis, and treatment of central precocious puberty. Lancet Diabetes Endocrinol 2016;4:265–74, https://doi.org/10.1016/s2213-8587(15)00380-0.Search in Google Scholar
4. Kim, YJ, Kwon, A, Jung, MK, Kim, KE, Suh, J, Chae, HW, et al.. Incidence and prevalence of central precocious puberty in Korea: an epidemiologic study based on a National Database. J Pediatr 2019;208:221–8, https://doi.org/10.1016/j.jpeds.2018.12.022.Search in Google Scholar PubMed
5. Freire, AV, Escobar, ME, Gryngarten, MG, Arcari, AJ, Ballerini, MG, Bergadá, I, et al.. High diagnostic accuracy of subcutaneous Triptorelin test compared with GnRH test for diagnosing central precocious puberty in girls. Clin Endocrinol 2013;78:398–404, https://doi.org/10.1111/j.1365-2265.2012.04517.x.Search in Google Scholar PubMed
6. Houk, CP, Kunselman, AR, Lee, PA. Adequacy of a single unstimulated luteinizing hormone level to diagnose central precocious puberty in girls. Pediatrics 2009;123:e1059–63, https://doi.org/10.1542/peds.2008-1180.Search in Google Scholar PubMed
7. Lee, DS, Ryoo, NY, Lee, SH, Kim, S, Kim, JH. Basal luteinizing hormone and follicular stimulating hormone: is it sufficient for the diagnosis of precocious puberty in girls? Ann Pediatr Endocrinol Metab 2013;18:196–201, https://doi.org/10.6065/apem.2013.18.4.196.Search in Google Scholar PubMed PubMed Central
8. Pasternak, Y, Friger, M, Loewenthal, N, Haim, A, Hershkovitz, E. The utility of basal serum LH in prediction of central precocious puberty in girls. Eur J Endocrinol 2012;166:295–9, https://doi.org/10.1530/eje-11-0720.Search in Google Scholar
9. Sehested, A, Andersson, AM, Müller, J, Skakkebaek, NE. Serum inhibin A and inhibin B in central precocious puberty before and during treatment with GnRH agonists. Horm Res 2000;54:84–91, https://doi.org/10.1159/000053237.Search in Google Scholar PubMed
10. Ziqin, L, Qinwei, S, Xiaobo, C, Xiaohui, L. The utility of serum inhibin B, anti-Müllerian hormone and insulin growth factor-1 in predicting a positive response to GnRH analogs for diagnosing central precocious puberty in girls. J Pediatr Endocrinol Metab 2021;34:1257–62. https://doi.org/10.1515/jpem-2021-0137.Search in Google Scholar PubMed
11. Mul, D, Oostdijk, W, Drop, SL. Early puberty in girls. Best Pract Res Clin Endocrinol Metab 2002;16:153–63, https://doi.org/10.1053/beem.2001.0187.Search in Google Scholar PubMed
12. Sørensen, K, Aksglaede, L, Petersen, JH, Andersson, AM, Juul, A. Serum IGF1 and insulin levels in girls with normal and precocious puberty. Eur J Endocrinol 2012;166:903–6.10.1530/EJE-12-0106Search in Google Scholar PubMed
13. Poomthavorn, P, Khlairit, P, Mahachoklertwattana, P. Subcutaneous gonadotropin-releasing hormone agonist (triptorelin) test for diagnosing precocious puberty. Horm Res 2009;72:114–9, https://doi.org/10.1159/000232164.Search in Google Scholar PubMed
14. Cesario, SK, Hughes, LA. Precocious puberty: a comprehensive review of literature. J Obstet Gynecol Neonatal Nurs 2007;36:263–74, https://doi.org/10.1111/j.1552-6909.2007.00145.x.Search in Google Scholar PubMed
15. Apter, D. Serum steroids and pituitary hormones in female puberty: a partly longitudinal study. Clin Endocrinol 1980;12:107–20, https://doi.org/10.1111/j.1365-2265.1980.tb02125.x.Search in Google Scholar PubMed
16. Lee, PA, Xenakis, T, Winer, J, Matsenbaugh, S. Puberty in girls: correlation of serum levels of gonadotropins, prolactin, androgens, estrogens, and progestins with physical changes. J Clin Endocrinol Metab 1976;43:775–84, https://doi.org/10.1210/jcem-43-4-775.Search in Google Scholar PubMed
17. Çatlı, G, Erdem, P, Anık, A, Abacı, A, Böber, E. Clinical and laboratory findings in the differential diagnosis of central precocious puberty and premature thelarche. Turk Pediatri Ars 2015;50:20–6, https://doi.org/10.5152/tpa.2015.2281.Search in Google Scholar PubMed PubMed Central
18. Su, PH, Wang, SL, Chen, JY, Chen, SJ, Ke, JC. A study of anthropomorphic and biochemical characteristics in girls with central precocious puberty and thelarche variant. J Pediatr Endocrinol Metab 2008;21:213–20, https://doi.org/10.1515/jpem.2008.21.3.213.Search in Google Scholar PubMed
19. Liang, JT. Value of basal serum gonadotropin levels in the diagnosis of precocious puberty in girls. Zhongguo Dang Dai Er Ke Za Zhi 2012;14:942–5.Search in Google Scholar
20. Cao, R, Liu, J, Fu, P, Zhou, Y, Li, Z, Liu, P. The diagnostic utility of the basal luteinizing hormone level and single 60-minute post GnRH agonist stimulation test for idiopathic central precocious puberty in girls. Front Endocrinol 2021;12:713880, https://doi.org/10.3389/fendo.2021.713880.Search in Google Scholar PubMed PubMed Central
21. Mogensen, SS, Aksglaede, L, Mouritsen, A, Sørensen, K, Main, KM, Gideon, P, et al.. Diagnostic work-up of 449 consecutive girls who were referred to be evaluated for precocious puberty. J Clin Endocrinol Metab 2011;96:1393–401, https://doi.org/10.1210/jc.2010-2745.Search in Google Scholar PubMed
22. Jeong, HR, Lee, HJ, Shim, YS, Kang, MJ, Yang, S, Hwang, IT. Inhibin B as a screening tool for early detection and treatment monitoring of central precocious puberty. Gynecol Endocrinol 2020;36:768–71, https://doi.org/10.1080/09513590.2020.1718642.Search in Google Scholar PubMed
23. Sims, EK, Addo, OY, Gollenberg, AL, Himes, JH, Hediger, ML, Lee, PA. Inhibin B and luteinizing hormone levels in girls aged 6–11 years from NHANES III, 1988–1994. Clin Endocrinol 2012;77:555–63, https://doi.org/10.1111/j.1365-2265.2012.04393.x.Search in Google Scholar PubMed PubMed Central
24. Jiang, Y, Liang, L, Chen, L. The change of serum inhibins in girls with idiopathic central precocious puberty. Chin J Endocrinol Metab 2005;21:344–7.Search in Google Scholar
25. Lee, SH, Joo, EY, Lee, JE, Jun, YH, Kim, MY. The diagnostic value of pelvic ultrasound in girls with central precocious puberty. Chonnam Med J 2016;52:70–4, https://doi.org/10.4068/cmj.2016.52.1.70.Search in Google Scholar PubMed PubMed Central
26. de Vries, L, Horev, G, Schwartz, M, Phillip, M. Ultrasonographic and clinical parameters for early differentiation between precocious puberty and premature thelarche. Eur J Endocrinol 2006;154:891–8, https://doi.org/10.1530/eje.1.02151.Search in Google Scholar PubMed
27. Binay, C, Simsek, E, Bal, C. The correlation between GnRH stimulation testing and obstetric ultrasonographic parameters in precocious puberty. J Pediatr Endocrinol Metab 2014;27:1193–9, https://doi.org/10.1515/jpem-2013-0363.Search in Google Scholar PubMed
28. Griffin, IJ, Cole, TJ, Duncan, KA, Hollman, AS, Donaldson, MD. Pelvic ultrasound findings in different forms of sexual precocity. Acta Paediatr 1995;84:544–9, https://doi.org/10.1111/j.1651-2227.1995.tb13691.x.Search in Google Scholar PubMed
29. Nam, HK, Rhie, YJ, Son, CS, Park, SH, Lee, KH. Factors to predict positive results of gonadotropin releasing hormone stimulation test in girls with suspected precocious puberty. J Korean Med Sci 2012;27:194–9, https://doi.org/10.3346/jkms.2012.27.2.194.Search in Google Scholar PubMed PubMed Central
30. Wu, W, Chen, R, Yuan, X. Development and verification of a diagnostic prediction model for girls with central precocious puberty. Chin J Evid-Based Pediatr 2021;16:109–13.Search in Google Scholar
31. Calcaterra, V, Klersy, C, Vinci, F, Regalbuto, C, Dobbiani, G, Montalbano, C, et al.. Rapid progressive central precocious puberty: diagnostic and predictive value of basal sex hormone levels and pelvic ultrasound. J Pediatr Endocrinol Metab 2020;33:785–91, https://doi.org/10.1515/jpem-2019-0577.Search in Google Scholar PubMed
32. Pan, L, Liu, G, Mao, X, Liang, H. Machine learning identifies girls with central precocious puberty based on multisource data. JAMIA Open 2020;3:567–75, https://doi.org/10.1093/jamiaopen/ooaa063.Search in Google Scholar PubMed PubMed Central
33. Pan, L, Liu, G, Mao, X, Li, H, Zhang, J, Liang, H, et al.. Development of prediction models using machine learning algorithms for girls with suspected central precocious puberty: retrospective study. JMIR Med Inform 2019;7:e11728, https://doi.org/10.2196/11728.Search in Google Scholar PubMed PubMed Central
© 2023 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Review
- Myoinositol or D-chiro-inositol for PCOS symptoms in adolescents: a narrative review
- Mini Review
- Effects of the COVID-19 pandemic on the incidence of central precocious puberty; a narrative review
- Original Articles
- Evaluation of the role of FTO (rs9939609) and MC4R (rs17782313) gene polymorphisms in type 1 diabetes and their relation to obesity
- Lack of association between month of birth and risk of developing type 1 diabetes in Brazil: a 40-year analysis
- Review on the screening of urine glucose for early diagnosis of type 2 diabetes mellitus in school children and adolescents with obesity in Hong Kong
- Effect of daily zinc supplementation for 12 weeks on serum thyroid auto-antibody levels in children and adolescents with autoimmune thyroiditis – a randomized controlled trial
- Correlation between serum vitamin D level and uterine volume in girls with idiopathic central precocious puberty
- Diagnostic model based on multiple factors for girls with central precocious puberty
- Validity and reliability of parent assessments of pubertal maturation among adolescent girls in Isfahan, Iran
- Newborn screening for primary carnitine deficiency using a second-tier genetic test
- Case Reports
- From neglect to peril: diabetic ketoacidosis unleashing colonic necrosis and perforation in an adolescent girl with type 1 diabetes mellitus
- Unusual onset of Graves’ disease associated with thymic hyperplasia in a 5-year-old girl with congenital bilateral clinical anophthalmia: diagnostic and therapeutic challenges
- Thyroid hormone resistance and large goiter mimicking infiltrative carcinoma in a pediatric patient
- Hereditary hypomagnesemia with secondary hypocalcemia caused by a novel mutation in TRPM6 gene
- Letter to the Editor
- Congenital hyperinsulinism patient with ABCC8 and KCNJ11 double heterozygous variants: a case report with 6 years follow-up
Articles in the same Issue
- Frontmatter
- Review
- Myoinositol or D-chiro-inositol for PCOS symptoms in adolescents: a narrative review
- Mini Review
- Effects of the COVID-19 pandemic on the incidence of central precocious puberty; a narrative review
- Original Articles
- Evaluation of the role of FTO (rs9939609) and MC4R (rs17782313) gene polymorphisms in type 1 diabetes and their relation to obesity
- Lack of association between month of birth and risk of developing type 1 diabetes in Brazil: a 40-year analysis
- Review on the screening of urine glucose for early diagnosis of type 2 diabetes mellitus in school children and adolescents with obesity in Hong Kong
- Effect of daily zinc supplementation for 12 weeks on serum thyroid auto-antibody levels in children and adolescents with autoimmune thyroiditis – a randomized controlled trial
- Correlation between serum vitamin D level and uterine volume in girls with idiopathic central precocious puberty
- Diagnostic model based on multiple factors for girls with central precocious puberty
- Validity and reliability of parent assessments of pubertal maturation among adolescent girls in Isfahan, Iran
- Newborn screening for primary carnitine deficiency using a second-tier genetic test
- Case Reports
- From neglect to peril: diabetic ketoacidosis unleashing colonic necrosis and perforation in an adolescent girl with type 1 diabetes mellitus
- Unusual onset of Graves’ disease associated with thymic hyperplasia in a 5-year-old girl with congenital bilateral clinical anophthalmia: diagnostic and therapeutic challenges
- Thyroid hormone resistance and large goiter mimicking infiltrative carcinoma in a pediatric patient
- Hereditary hypomagnesemia with secondary hypocalcemia caused by a novel mutation in TRPM6 gene
- Letter to the Editor
- Congenital hyperinsulinism patient with ABCC8 and KCNJ11 double heterozygous variants: a case report with 6 years follow-up