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Liu D, Lv W, Liu WV, Tian T, Qin Y, Li Y, Liu Q, Cai J, Gao S, Ding G, Zhao Y, Zhou Y, Xie Y, Zhu W. MRI Radiomics Features of Adenohypophysis Determine the Activation of Hypothalamic-Pituitary-Gonadal Axis in Peri-Puberty Children. J Magn Reson Imaging 2024; 59:1769-1776. [PMID: 37501392 DOI: 10.1002/jmri.28914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 07/07/2023] [Accepted: 07/07/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND The status of the hypothalamic-pituitary-gonadal (HPG) axis is important for assessing the onset of physiological or pathological puberty. The reference standard gonadotropin-releasing hormone (GnRH) stimulation test requires hospital admission and repeated blood samples. A simple noninvasive method would be beneficial. OBJECTIVES To explore a noninvasive method for evaluating HPG axis activation in children using an MRI radiomics model. STUDY TYPE Retrospective. POPULATION Two hundred thirty-nine children (83 male; 3.6-14.6 years) with hypophysial MRI and GnRH stimulation tests, randomly divided a training set (168 children) and a test set (71 children). FIELD STRENGTH/SEQUENCE 3.0 T, 3D isotropic fast spin echo (CUBE) T1-weighted imaging (T1WI) sequences. ASSESSMENT Radiomics features were extracted from sagittal 3D CUBE T1WI, and imaging signatures were generated using the least absolute shrinkage and selection operator (LASSO) with 10-fold cross-validation. Diagnostic performance for differential diagnosis of HPG status was compared between a radiomics model and MRI features (adenohypophyseal height [aPH] and volume [aPV]). STATISTICAL TESTS Receiver operating characteristic (ROC) and decision curve analysis (DCA). A P value <0.05 was considered statistically significant. RESULTS Eight hundred fifty-one radiomics features were extracted and reduced to 10 by the LASSO method in the training cohort. The radiomics model based on CUBE T1WI showed good performance in assessment of HPG axis activation with an area under the ROC curve (AUC) of 0.81 (95% CI: 0.71, 0.91) in the test set. The AUC of the radiomics model was significantly higher than that of aPH (0.81 vs. 0.65) but there was no significant difference compared to aPV (0.81 vs. 0.78, P = 0.58). In DCA analysis, the radiomics signature showed higher net benefit over the aPV and aPH models. DATA CONCLUSIONS The MRI radiomics model has potential to assess HPG axis activation status noninvasively, potentially providing valuable information in the diagnosis of patients with pathological puberty onset. EVIDENCE LEVEL 4 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Dong Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wenzhi Lv
- Department of Artificial Intelligence, Julei Technology Company, Wuhan, Hubei, China
| | | | - Tian Tian
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yuanyuan Qin
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yakun Li
- Department of Endocrinology and Metabolism, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qin Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jianjian Cai
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Sikang Gao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Guojun Ding
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yunyun Zhao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yiran Zhou
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yan Xie
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Hoskyns RB, Howard SR. Effects of the COVID-19 pandemic on the incidence of central precocious puberty; a narrative review. J Pediatr Endocrinol Metab 2024; 37:102-109. [PMID: 38097507 DOI: 10.1515/jpem-2023-0507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 02/09/2024]
Abstract
Central precocious puberty (CPP) is the premature activation of the hypothalamus-pituitary-gonadal axis, resulting in the early development of secondary sexual characteristics. CPP classically occurs before the age of 8 years in girls and 9 years in boys. The aetiology of this precocious onset of puberty is governed by complex mechanistic interactions between genetic and environmental factors. The rates of CPP have been documented to have been rising before the COVID-19 pandemic; despite this, the incidence of CPP has increased exponentially since the start of the pandemic. There are multiple theories potentially explaining this change in incidence of CPP over COVID-19. These include the direct effect of SARS-coV-2 infection, increasing body mass index of adolescents over sequential lockdowns, changes in sleep patterns, increased use of electronic devices and levels of stress, and additionally potential earlier detection of signs of CPP by parents and carers. Whilst there is evidence from observational cohorts, case studies and animal models for each of these factors, it is difficult to definitively prove which has had the greatest impact due to the mainly retrospective nature of the human research that has been conducted. Moreover, studies set in diverse settings with varying population make comparison complex. Additionally, each country responded differently to the COVID-19 pandemic and the lockdowns varied between locations, hence the effect of lockdown was not equal or universal. Despite this, similar trends have been identified, with various lifestyle changes that occurred over the pandemic being potentially influential factors on the development of CPP.
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Affiliation(s)
- Rebecca B Hoskyns
- Barts and the London School of Medicine and Dentistry, QMUL, London, UK
| | - Sasha R Howard
- Centre for Endocrinology, William Harvey Research Institute, QMUL, London, UK
- Department of Paediatric Endocrinology, Royal London Children's Hospital, Barts Health NHS Trust, London, UK
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Sheikh A, Owais R, Ali E, Shaikh A. COVID‐19 and early puberty—An unintended consequence of COVID‐19 lockdown? Dev Psychobiol 2023; 65:e22384. [PMID: 37073592 DOI: 10.1002/dev.22384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 02/03/2023] [Accepted: 02/27/2023] [Indexed: 03/31/2023]
Abstract
The novel coronavirus (SARS-CoV-2) causes the disease COVID-19, also termed as acute atypical pneumonia leading to respiratory failure. Children were more likely to spend time at home due to the lockdown mandated by governments as a preventive measure, which led to alterations in dietary habits and sleeping patterns which could have had a substantial influence on their sexual development, including but not limited to faster onset of puberty. Existing data suggested a plausible relationship between COVID-19 and early puberty. Obesity, physical activity, mental health, and birth weight are major risk factors that have further contributed to the early onset of puberty. In order to address such health crises affecting children, comprehensive solutions are urgently required. As COVID-19 continues to have multiple unpredictable health consequences, spreading awareness regarding this specific problem is of paramount importance.
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Affiliation(s)
- Ayesha Sheikh
- Department of Internal Medicine, Dow University of Health Sciences, Karachi, Pakistan
| | - Rabia Owais
- Department of Internal Medicine, Dow University of Health Sciences, Karachi, Pakistan
| | - Eman Ali
- Department of Internal Medicine, Dow University of Health Sciences, Karachi, Pakistan
| | - Asim Shaikh
- Department of Medicine, Aga Khan University, Karachi, Pakistan
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Yüksek Acinikli K, Erbaş İM, Besci Ö, Demir K, Abacı A, Böber E. Has the Frequency of Precocious Puberty and Rapidly Progressive Early Puberty Increased in Girls During the COVID-19 Pandemic? J Clin Res Pediatr Endocrinol 2022; 14:302-307. [PMID: 35633642 PMCID: PMC9422906 DOI: 10.4274/jcrpe.galenos.2022.2022-12-11] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/24/2022] [Indexed: 01/16/2023] Open
Abstract
Objective Early puberty is development of secondary sex characteristics earlier than the expected normal age range. We subjectively observed an increased frequency of early puberty during the Coronavirus disease-2019 (COVID-19) lockdown and aimed to show the clinical, demographic characteristics of the cases and the change in its incidence. Methods Female patients with central precocious puberty (CPP, n=28) and rapidly progressive early puberty (RPEP, n=61), presenting to our clinic before (January 2019-March 2020) and during the COVID-19 pandemic (April 2020-June 2021) were included. Results Among 28 CPP cases, six (21%) presented before the pandemic lockdown, whereas 22 (79%) were diagnosed during the COVID-19 pandemic lockdown. While RPEP was seen in 16 (26%) patients before the pandemic, 45 (74%) patients were diagnosed during the lockdown period. Presentation with menarche was seen in 15 RPEP patients; two (13%) were in the prepandemic period and 13 (87%) were in the lockdown period. Chronological age, bone age, bone age to chronological age ratio, height, weight, and body mass index standard deviation scores of patients with RPEP and CPP were similar between the prepandemic and pandemic period. Conclusion In this cohort, the frequency of CPP and RPP cases were significantly (p<0.001) increased during the COVID-19 pandemic, possibly due to environmental changes.
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Affiliation(s)
- Kübra Yüksek Acinikli
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
| | - İbrahim Mert Erbaş
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
| | - Özge Besci
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
| | - Korcan Demir
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
| | - Ayhan Abacı
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
| | - Ece Böber
- Dokuz Eylül University Faculty of Medicine, Department of Pediatric Endocrinology, İzmir, Turkey
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Prosperi S, Chiarelli F. Early and precocious puberty during the COVID-19 pandemic. Front Endocrinol (Lausanne) 2022; 13:1107911. [PMID: 36699035 PMCID: PMC9868951 DOI: 10.3389/fendo.2022.1107911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 12/19/2022] [Indexed: 01/12/2023] Open
Abstract
During the year 2020, the COVID-19 pandemic rapidly became a severe health emergency worldwide. In order to contrast the spread of the novel SARS-CoV-2, many countries implemented extraordinary restrictive measures, such as a strict lockdown and school closures. The pandemic had a great impact on children and adolescents' daily life, leading to a much more sedentary lifestyle, to larger use of electronic devices and to an increase in stress-related symptoms. These conspicuous changes acted as disruptors of children's normal development. Since the beginning of the pandemic, many studies reported an increase in the number of precocious puberty cases as well as a faster progression rate of puberty itself, if compared to the pre-pandemic years. In this review, our aim was to evaluate the incidence of new cases of early and precocious puberty during the COVID-19 pandemic, analyzing variations in the timing of puberty and in pubertal progression rate, and to investigate the role of environmental and lifestyle factors during the pandemic in modulating the physiopathology of pubertal development. While a direct effect of SARS-CoV-2 infection remains, at the moment, a remote hypothesis, both physical and psychological factors related to the pandemic seem to have a role in triggering GnRH pulsatile secretion leading to earlier pubertal onset. It is indeed important to stress the need to clarify the exact role of COVID-19 in early pubertal onset comparing data from all over the world; long-term comprehensive studies are also pivotal to explain whether this phenomenon will continue while we resume pre-pandemic habits.
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Gnocchi M, D’Alvano T, Lattanzi C, Messina G, Petraroli M, Patianna VD, Esposito S, Street ME. Current evidence on the impact of the COVID-19 pandemic on paediatric endocrine conditions. Front Endocrinol (Lausanne) 2022; 13:913334. [PMID: 35992140 PMCID: PMC9388786 DOI: 10.3389/fendo.2022.913334] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 07/18/2022] [Indexed: 01/08/2023] Open
Abstract
Severe acute respiratory coronavirus 2 (SARS-CoV-2) interacts with the host cells through its spike protein by binding to the membrane enzyme angiotensin-converting enzyme 2 (ACE2) and it can have a direct effect on endocrine function as ACE2 is expressed in many glands and organs with endocrine function. Furthermore, several endocrine conditions have features that might increase the risk of SARS-CoV-2 infection and the severity and course of the infection, as obesity for the underlying chronic increased inflammatory status and metabolic derangement, and for the possible changes in thyroid function. Vitamin D has immunomodulatory effects, and its deficiency has negative effects. Adrenal insufficiency and excess glucocorticoids affect immune conditions also besides metabolism. This review aims to analyze the rationale for the fear of direct effects of SARS-Cov-2 on endocrinological disorders, to study the influence of pre-existing endocrine disorders on the course of the infection, and the actual data in childhood. Currently, data concerning endocrine function during the pandemic are scarce in childhood and for many aspects definite conclusions cannot be drawn, however, data on properly managed patients with adrenal insufficiency at present are re-assuring. Too little attention has been paid to thyroid function and further studies may be helpful. The available data support a need for adequate vitamin D supplementation, caution in obese patients, monitoring of thyroid function in hospitalized patients, and confirm the need for an awareness campaign for the increased frequency of precocious puberty, rapidly progressive puberty and precocious menarche. The changes in lifestyle, the increased incidence of overweight and the change in the timing of puberty lead also to hypothesize that there might be an increase in ovarian dysfunction, as for example polycystic ovarian disease, and metabolic derangements in the next years, and in the future we might be facing fertility problems. This prompts to be cautious and maintain further surveillance.
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Street ME, Sartori C, Catellani C, Righi B. Precocious Puberty and Covid-19 Into Perspective: Potential Increased Frequency, Possible Causes, and a Potential Emergency to Be Addressed. Front Pediatr 2021; 9:734899. [PMID: 34616700 PMCID: PMC8488256 DOI: 10.3389/fped.2021.734899] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 08/20/2021] [Indexed: 01/01/2023] Open
Abstract
A significant increase in precocious puberty, rapidly progressive puberty and precocious menarche has been reported in Italy since the initial lockdown because of the pandemic, and this could represent a new emergency to be addressed during this pandemic. There is a need, therefore, for further understanding and research. Many causes could account for this. Initially, it was thought that the changes in life-style, in screen time, and sleeping habits could be the cause but if considered individually these are insufficient to explain this phenomenon. Likely, changes in central nervous mediators, and an increase in catecholamines could contribute as a trigger, however, these aspects are poorly studied and understood as well as the real perceptions of these children. Finally, staying more indoors has certainly exposed these children to specific contaminants working as endocrine disruptors which could also have had an effect. It would be of utmost importance to compare this phenomenon worldwide with appropriate studies in order to verify what is happening, and gain a new insight into the consequences of the covid-19 pandemic and into precocious puberty and for future prevention.
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Affiliation(s)
- Maria E Street
- Division of Pediatric Endocrinology and Diabetology, Unit of Pediatrics, Department of Mother and Child, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Chiara Sartori
- Division of Pediatric Endocrinology and Diabetology, Unit of Pediatrics, Department of Mother and Child, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Cecilia Catellani
- Division of Pediatric Endocrinology and Diabetology, Unit of Pediatrics, Department of Mother and Child, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy.,PhD Program in Clinical and Experimental Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Beatrice Righi
- Division of Pediatric Endocrinology and Diabetology, Unit of Pediatrics, Department of Mother and Child, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
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Karaoglan M, Colakoglu Er H. Radiological evidence to changes in the olfactory bulb volume depending on body mass index in the childhood. Int J Pediatr Otorhinolaryngol 2020; 139:110415. [PMID: 33035806 DOI: 10.1016/j.ijporl.2020.110415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/06/2020] [Accepted: 09/27/2020] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Energy balance is preserved through the exchange between body weight and adipose tissue across the multi-faceted complex network that is composed of the sensorial, metabolic, and neuro-endocrine circuits. The olfactory control of energy homeostasis is maintained through the interplay between the olfactory bulb (OB) and adipose tissue. While extremely studied, most researches still report controversial results and sensorial regulation of obesity is not fully understood. This study aims to investigate the interplay between olfactory bulb volume (OBV) as a radiological clue of sensorial control and obesity in children. SUBJECTS AND METHOD Children (n = 195) were classified into four groups based on body mass index (BMI) percentiles: normal weight (n = 89), overweight (n = 31), obese (n = 32) and morbidly obese (n = 43). OBV were calculated using MRI. RESULTS Mean OBV was higher in children with obesity than in those of normal weights. The means of OBV are found higher in the overweight and obese children (43.76 ± 9.50-49.29 ± 8.61 mm3) than in those of morbidly obese (38.23 ± 11.52 mm3) (p < 0.001). In overweight and obese children, a positive correlation were found between the BMI and OBV (roverweigh = 0.275-robese = 0.377), while in the morbidly obese group, there was a negative correlation (rseverelyobese = -0.445). CONCLUSION This study reveals that OBV is higher in obese children. Also, it shows that there is a positive correlation between OBV and BMI in overweight and obese children and a negative correlation in the morbidly obese group. These radiological bimodal changes in OBV indicate that olfactory control acts to provide energy balance, mediated by positive in the overweight and obese children, negative feedback in the morbidly obese group.
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Affiliation(s)
- Murat Karaoglan
- Division of Pediatric Endocrinology, Gaziantep University Faculty of Medicine, 27070, Gaziantep, Turkey.
| | - Hale Colakoglu Er
- Department of Radiology, Gaziantep University Faculty of Medicine, 27070, Gaziantep, Turkey.
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Karaoglan M, Er HC, Aytaç EH, Keskin M. The trade-off between the olfactory bulb and eyeball volume in precocious puberty. J Pediatr Endocrinol Metab 2020; 33:271-277. [PMID: 31926097 DOI: 10.1515/jpem-2019-0450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Accepted: 11/15/2019] [Indexed: 11/15/2022]
Abstract
Background The olfactory bulb (OB) and eyeball size change depending on age and puberty. There is a well-established trade-off between sensory structures of the brain such as the eye and the olfactory bulb that depend on environmental circumstances in the evolutionary history of animals. The aim of this study was to developmentally investigate the potential reciprocal changes between OB and eyeball volumes (EV) in girls with precocious puberty (PP). Methods A total of 148 girls aged between 5 and 8 years (63 PP, 85 healthy) were included in the study. Exclusion criteria: Cases of anosmia/hyposmia, neurodegenerative disorder, refractive errors and trauma. The pituitary height (PH), EV and OB volumes were measured on segmentation of a magnetic resonance image (MRI) slice using manual countering. The corrected measurements by body surface were used in all statistical analyses. Results In girls with PP, the means of the OB volume and PH were larger (71.11 ± 20.64 mL) and higher (4.62 ± 1.18 mm), respectively, while the mean of EVs was smaller (11.24 ± 2.62 cm3) (p = 0.000). Cut-off values were 62.27 mL, 10.7 cm3 and 4.71 mm for OB volume, EV and PH, respectively. While negative correlations were found between OB volume-EV and EV-PH (r63 = -0.224, p = 0.001 and r63 = -0.116, p = 0.001, respectively), OB volume was positively correlated with PH (r63 = 0.578, p = 0.001). Conclusions The present study demonstrates that girls with PP have significantly larger OB volume, but smaller EV, and there is negative correlation between the two structures. These results indicate that there is trade-off between anatomical dimensions of OB and eyeball in favor of OB in PP girls.
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Affiliation(s)
- Murat Karaoglan
- Department of Pediatric Endocrinology, Gaziantep University Faculty of Medicine, 27070 Gaziantep, Turkey
| | - Hale Colakoğlu Er
- Department of Radiology, Gaziantep University Faculty of Medicine, Gaziantep, Turkey
| | - Emel Hatun Aytaç
- Department of Pediatric Endocrinology, Gaziantep University Faculty of Medicine, 27070 Gaziantep, Turkey
| | - Mehmet Keskin
- Department of Pediatric Endocrinology, Gaziantep University Faculty of Medicine, 27070 Gaziantep, Turkey
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