scholarly journals Deep Learning-Based Ultrasound Imaging Diagnosis for Gonadotropin-Releasing Hormone Agonists Treatment of Central Precocious Puberty

2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Ruifang Qi ◽  
Kun Yang ◽  
Rongmin Li

To explore the adoption of ultrasound imaging diagnosis based on deep learning of convolutional neural networks (CNNs) in the treatment of central precocious puberty (CPP) by gonadotropin-releasing hormone agonists (GnRHa), ultrasound imaging based on CNN was utilized to treat CPP. The bone age, uterine and ovarian volume, and breast development of incomplete precocious puberty (IPP) group and CPP group were observed and recorded. The peak values of luteinizing hormone (LH) and follicle-stimulating hormone (FSH) were measured. The uterine and ovarian volume before and after GnRHa treatment of CPP were compared. The results showed that the bone age (9.03 ± 1.07), uterine volume (2.37 ± 1.52), ovarian volume (2.36 ± 0.82 mL), and breast development of the CPP group were considerably higher in contrast to the IPP group and control group ( P < 0.05 ). The LH peak (11.97 ± 5.63) and FSH peak (12.89 ± 3.15) of the CPP group were substantially higher relative to the IPP group ( P < 0.05 ). The uterine volume (1.06 ± 0.42) and ovarian volume (1.12 ± 0.49) after treatment were inferior to those before treatment ( P < 0.05 ). In short, ultrasound images based on deep learning could diagnose precocious puberty, which could also provide a certain basis for GnRHa treatment of CPP, as well as an important basis for clinical diagnosis and treatment of precocious puberty.

Author(s):  
Kamila Botelho Fernandes de Souza ◽  
Melyna Shayanne Pessôa Veiga ◽  
Gabriela Ráina Ferreira Martins ◽  
Adriana Paula da Silva ◽  
Lívia Grimaldi Abud Fujita ◽  
...  

Objective: The aim of this study is to determine the cutoff values of gonadotropin response to gonadotropin-releasing hormone analogs (GnRHas) corresponding to the activation of the hypothalamic–pituitary–gonadal axis that could differentiate central precocious puberty (CPP) from premature thelarche (PT) and using the electrochemiluminescence assay method. Methods: A total of 49 girls underwent the stimulation test with the intramuscular injection of 3.75 mg leuprolide acetate. Based on the clinical and laboratory characteristics, they were divided into two groups: CPP (n = 22) and PT (n = 27). Baseline estradiol, luteinizing hormone (LH), and follicle-stimulating hormone (FSH) were collected before GnRHa administration, and LH and FSH at 60 and 120 min, respectively, after GnRHa administration. Results: The girls with CPP presented an increased height Z-score, advanced bone age, and higher baseline LH, FSH, estradiol, and LH/FSH ratio in relation to PT (p < 0.001). Stimulated LH differed significantly between the two groups, and the LH cutoff values were ≥4.29 IU/L (p < 0.001) and ≥3.95 IU/L at 60 and 120 min, respectively (p < 0.001). LH peak was found at 60 min after stimulation. Conclusions: The GnRHa test is effective in distinguishing CPP from PT, and a single sampling, at 60 min, with LH concentrations above 4.29 may be the parameter of choice with the advantage of greater convenience and practicality.


2020 ◽  
Vol 48 (9) ◽  
pp. 030006052095469
Author(s):  
Jwo-Huey Yu ◽  
Hung-Hsiang Fang ◽  
Shih-Yao Liu ◽  
Wei-Chou Chang ◽  
Chiung-Chen Liu ◽  
...  

Pelvic congestion syndrome (PCS) typically causes chronic non-cyclical abdominal pain with a considerable negative effect on the quality of life of women. However, pediatric cases with PCS are limited and non-invasive therapy for adolescent patients has not been reported. We report here a 13-year-old girl who presented with intermittent abdominal pain since the age of 2 years and her symptoms further deteriorated after breast development at 6 years and 9 months old. PCS and coexistent idiopathic central precocious puberty were finally diagnosed on the basis of tortuous ovarian and pelvic veins, and a pubertal response to a gonadotropin-releasing hormone (GnRH) test without hypothalamic–pituitary lesions. After treatment with the GnRH agonist, the pain score was greatly reduced and there was increased prediction of adult height. This case highlights the occurrence of PCS in adolescents and also indicates the role of non-invasive GnRH agonists in young patients with PCS before surgical intervention.


Author(s):  
Amnon Zung ◽  
Ella Burundukov ◽  
Mira Ulman ◽  
Tamar Glaser ◽  
Zvi Zadik

AbstractThe objective of this study was to validate basal, post-gonadotropin-releasing hormone analogue (post-GnRHa) and first-voided urinary LH (ULH) as alternatives to an LHRH stimulation test in monitoring treatment efficacy in central precocious puberty (CPP).Seventeen girls with CPP were followed over 22.5±9.1 months during GnRHa (triptorelin) treatment. ULH and post-GnRHa LH levels were obtained every 4 months before and 24 h after GnRHa administration, respectively, along with clinical and bone age (BA) evaluation. LHRH stimulation tests were performed annually.A total of 36 LHRH stimulation tests demonstrated adequate suppression with a peak LH of 0.57±0.33 IU/L. The corresponding basal LH was 0.27±0.16 IU/L. Ninety post-GnRHa LH measurements were similar to LHRH-stimulated LH levels (0.56±0.31 IU/L), whereas 8% of ULH levels were above prepubertal threshold. Fourteen episodes of growth acceleration and ten episodes of BA advancement resolved without treatment modification.Suppressed basal and post-GnRHa LH levels indicate adequate suppression of puberty. Clinical breakthroughs during treatment are transient and resolved spontaneously.


Author(s):  
Suryani Jamal ◽  
Liong Boy Kurniawan ◽  
Suci Aprianti ◽  
Ratna Dewi Artati ◽  
Ruland DN Pakasi ◽  
...  

Precocious puberty is defined as the onset of secondary sexual characteristics before 8 years of age in girls and 9 years in boys. Central Precocious Puberty (CPP) is caused by early activation of the hypothalamic-pituitary-gonadal axis. Laboratory test of LH, FSH, and Estradiol is recommended for monitoring suppressive effects from GnRHa therapy in the early three months and every six months. This study aimed to report a case of CPP in a 3-year and 3-month-old girl. A 3-year and 3-month-old girl went to the hospital with vaginal bleeding (menstruation), breast development, and pubic and axilla hair for 7-month-old. Physical examination found moderately ill with obesity, body weight 20 kg, height 98 cm. Tanner stage was A2M3P2, café au lait was found in the left forehead with size 7x3.5 cm. In March 2015 before GnRHa therapy, LH, FSH and Estradiol level increased with levels of 4.32 mlU/mL, 6.01 mlU/mL, and 67 pg/mL, and after 3 months of the treatment was 0.87 mlU/mL, 2.51 mlU/mL and <20 pg/mL. Pelvic ultrasonography showed suggestive precocious puberty, bone age 5-year and 9-month (Greulich and Pyle), CT-Scan of the brain showed hypothalamic tumor suspected hypothalamic hamartoma. This patient was treated with a GnRHa injection every 4 weeks. Leuprorelin is a synthetic non-peptide analogue of natural GnRH. The diagnosis was based on medical history, physical examination, laboratory, and radiological findings. The prognosis of the patient was good.


PLoS ONE ◽  
2020 ◽  
Vol 15 (12) ◽  
pp. e0243212
Author(s):  
Young Suk Shim ◽  
Kyung In Lim ◽  
Hae Sang Lee ◽  
Jin Soon Hwang

Objective Gonadotropin-releasing hormone agonist (GnRHa) treatment improves the potential for gaining height in patients with central precocious puberty (CPP). However, most studies have focused on girls because CPP in boys is relatively rare. Therefore, we aimed to determine the effect of GnRHa treatment on auxological outcomes in boys with CPP. Methods Eighty-five boys with CPP were treated with leuprolide or triptorelin acetate 3.75 mg over 2 years. Anthropometry, bone age, sexual maturity rating, and predicted adult height (PAH) were assessed every 6 months. Furthermore, 20 boys were followed up after treatment discontinuation until achievement of the final adult height (FAH). Results The mean chronological age (CA) and bone age (BA) of the patients with CPP at treatment initiation were 9.5 ± 0.5 years and 11.7 ± 0.9 years, respectively. The mean duration of treatment was 2.87 ± 0.63 years. The PAH at treatment initiation was 172.1 cm (-0.23 ± 1.05 PAH standard deviation score). The PAH at treatment discontinuation (176.2 ± 6.6 cm) was significantly higher than the pretreatment PAH. In addition, the mean final adult height in the 20 boys who were followed up after discontinuation of treatment was 173.4 ± 5.8 cm, which was significantly higher than the initial PAH (170.1 ± 4.5 cm; p = 0.006). In multivariate analysis, the height gain (the difference between the FAH and PAH at treatment initiation) significantly correlated with the target height. Conclusion Long-term GnRHa treatment significantly improved the growth potential and FAH in boys with CPP.


Author(s):  
Christine B Tenedero ◽  
Krista Oei ◽  
Mark R Palmert

Abstract With the decline in age at onset of puberty and increasing prevalence of childhood obesity, early breast development in young, obese girls has become a more frequent occurrence. Here, we examine available literature to answer a series of questions regarding how obesity impacts the evaluation and management of precocious puberty. We focus on girls as the literature is more robust, but include boys where literature permits.Suggestions include: (1) Age cut-offs for evaluation of precocious puberty should not differ substantially from those used for non-obese children. Obese girls with confirmed thelarche should be evaluated for gonadotropin-dependent, central precocious puberty (CPP) to determine if further investigation or treatment is warranted. (2) Basal luteinizing hormone (LH) levels remain a recommended first-line test. However, if stimulation testing is utilized, there is a theoretical possibility that the lower peak LH responses seen in obesity could lead to a false negative result. (3) Advanced bone age (BA) is common among obese girls even without early puberty; hence its diagnostic utility is limited. (4) Obesity does not eliminate the need for MRI in girls with true CPP. Age and clinical features should determine who warrants neuroimaging. (5) BA can be used to predict adult height in obese girls with CPP to inform counselling around treatment. (6) Use of gonadotropin-releasing hormone analogues (GnRHa) leads to increased adult height in obese girls. (7) Obesity should not limit GnRHa use as these agents do not worsen weight status in obese girls with CPP.


2021 ◽  
pp. 1-5
Author(s):  
Lauren A. Logan ◽  
Erica A. Eugster

<b><i>Background:</i></b> A random ultrasensitive luteinizing hormone (LH) (LH-ICMA) ≥0.3 mIU/L is highly accurate in confirming a diagnosis of central precocious puberty (CPP). However, a prepubertal value does not exclude the diagnosis. The clinical differences between patients with CPP who have a pubertal versus prepubertal LH-ICMA have not been clearly defined. Furthermore, there is minimal information regarding the utility of this test in boys with CPP. The objective of this study was to analyze differences between patients diagnosed with CPP who had a pubertal versus prepubertal LH-ICMA, including a cohort of boys. <b><i>Methods:</i></b> A retrospective chart review of children diagnosed with CPP within the last 10 years who had a baseline LH-ICMA obtained was performed. Variables analyzed included sex, age, ethnicity, bone age, BMI, etiology, Tanner stage (TS), testicular volume, and menarchal status. <b><i>Results:</i></b> Of 27 boys and 126 girls who qualified for the study, the LH-ICMA was pubertal in 87% and prepubertal in 13%. Girls with a pubertal LH-ICMA had higher baseline estradiol concentrations (<i>p</i> &#x3c; 0.001) and more advanced breast development (<i>p</i> = 0.015) compared to girls with a prepubertal LH-ICMA. Of girls with a prepubertal LH-ICMA, 74% had at least TS 3 breast development and 1 was post-menarchal. The LH-ICMA was pubertal in 96% of the boys with CPP in this study. <b><i>Conclusions:</i></b> The LH-ICMA can be prepubertal even in girls with advanced development. To our knowledge, ours is the largest cohort of boys in whom the accuracy of a random LH-ICMA has been reported.


2020 ◽  
Vol 33 (6) ◽  
pp. 785-791
Author(s):  
Valeria Calcaterra ◽  
Catherine Klersy ◽  
Federica Vinci ◽  
Corrado Regalbuto ◽  
Giulia Dobbiani ◽  
...  

AbstractObjectivesData on the predictive values of parameters included in the diagnostic work-up for precocious puberty (PP) remain limited. We detected the diagnostic value of basal sex hormone levels, pelvic ultrasound parameters and bone age assessment for activation of the hypothalamic-pituitary-gonadal axis in girls with PP, in order to help in the decision to perform GnRH testing.Patients and methodsWe retrospectively considered 177 girls with PP. According to puberty evolution, the girls were divided into two groups: rapid progressive central precocious puberty (RP-CPP) and non/slowly progressive/transient forms (SP-PP). In all patients we considered Tanner stage, basal luteinizing hormone (LH) and estradiol (E2) values, bone age, and pelvis examination. We assessed the diagnostic value of each variable and identified the number of pathological parameters that best identify patients with RP-CPP.ResultsBasal LH ≥ 0.2IU/L, E2 level ≥ 50 pmol/L, uterine longitudinal diameter ≥ 3.5 cm, transverse uterine diameter ≥ 1.5 cm, endometrial echo and ovarian volume ≥ 2 cm3 were significantly associated with RP-CPP (p ≤ 0.01). The ability to diagnose RP-CPP was enhanced with increasing number of pathological hormonal and instrumental parameters (p < 0.001). With more than three parameters detected, sensitivity and specificity reached 58% (95%CI 48–67) and 85% (95%CI 74–92), respectively, with a PPV = 86% (95%CI 76–93) and PPN = 54% (95%CI 43–54); the area under the ROC curve was 0.71 (95%CI 0.65–0.78).ConclusionDespite the availability of different tests, diagnosing RP-CPP remains difficult. A diagnosis model including at least three hormonal and/or ultrasound parameters may serve as a useful preliminary step in selecting patients who require GnRH testing for early detection of RC-PP.


2021 ◽  
Vol 34 (4) ◽  
pp. 479-484
Author(s):  
Piyathida Wijarn ◽  
Preamrudee Poomthavorn ◽  
Patcharin Khlairit ◽  
Sarunyu Pongratanakul ◽  
Laor Chailurkit ◽  
...  

Abstract Objectives To determine appetite-regulating hormone levels in girls with central precocious puberty (CPP) before and after 20 weeks of gonadotropin-releasing hormone analogue (GnRH-A) treatment. Methods Eighteen newly diagnosed CPP girls were enrolled. Body composition measured by bioelectrical impedance analysis and GnRH-A test were performed with fasting serum leptin, ghrelin and peptide YY (PYY) measurements at baseline (before) and after 20 weeks of GnRH-A treatment. Results Following GnRH-A treatment, all patients had prepubertal gonadotropin and estradiol levels. Mean (SD) fat mass index (FMI) was significantly increased from 4.5 (1.7) to 5.0 (1.8) kg/m2 after treatment. Also, median (IQR) serum leptin level was significantly increased from 6.9 (4.2–8.6) to 7.4 (5.3–13.1) ng/mL. FMI had a positive correlation with serum leptin level (r=0.64, p=0.004). In contrast, no significant changes of serum ghrelin and PYY levels were observed. Conclusions Decreased estrogen following short-term GnRH-A treatment in CPP girls may cause an increase in appetite and consequently an elevation of FMI. Increased serum leptin may be a result of having increased FMI secondary to an increase in appetite.


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