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Zhang HR, Xiao Y, Jiang SQ, Sun J, Shi WH, Li JB, Wang W. Diagnostic value of fasting insulin and insulin-like growth factor-1 levels in girls with central precocious puberty. J Pediatr Endocrinol Metab 2025:jpem-2024-0479. [PMID: 39840579 DOI: 10.1515/jpem-2024-0479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 01/09/2025] [Indexed: 01/23/2025]
Abstract
OBJECTIVES The gonadotropin-releasing hormone (GnRH) provocation test is crucial for diagnosing central precocious puberty (CPP). However, due to its invasion and high cost, it is essential to find a simpler biomarker. This study aimed to investigate the feasibility of fasting insulin (FINS) and insulin-like growth factor-1 (IGF-1) as potential biomarkers for diagnosing girls with CPP and to analyze their effects on puberty development. METHODS From May 2023 to June 2024, we retrospectively analyzed 145 girls in the growth clinic of the Third Affiliated Hospital of Zhengzhou University, including 80 CPP girls as the case group and 65 normal growth and development girls as the control group. Collect their growth and development parameters and blood samples. The levels of FINS, IGF-1, and sex hormones were detected and compared between the two groups. RESULTS Compared with the control group, girls in the CPP group showed higher levels of FINS, IGF-1, and IGF-1 standard deviation score (IGF-1 SDS) (p<0.001). Multivariate logistic regression analysis showed that the risk of CPP increased with the increase of FINS, IGF-1, and IGF-1SDS levels [OR=1.141, 95 % CI=(1.029-1.265), p<0.05; OR=1.062, 95 % CI=(1.011-1.116), p<0.05; OR=1.610, 95 % CI=(1.029-2.520), p<0.05]. The areas under the curve of FINS, IGF-1, IGF-1SDS, and their combination in the diagnosis of CPP were 0.759, 0.716, 0.707, and 0.777, respectively. CONCLUSIONS Elevated FINS and IGF-1 levels in girls with CPP indicate their potential as effective biomarkers for early screening and diagnosis of CPP.
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Affiliation(s)
- Hong-Ru Zhang
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Ya Xiao
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Shu-Qin Jiang
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Jun Sun
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Wen-Hui Shi
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Jin-Bo Li
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
| | - Wei Wang
- 117977 The Third Affiliated Hospital of Zhengzhou University , Zhengzhou, Henan Province, China
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Waldrop SW, Ibrahim AA, Maya J, Monthe-Dreze C, Stanford FC. Overview of Pediatric Obesity as a Disease. Pediatr Clin North Am 2024; 71:761-779. [PMID: 39343491 PMCID: PMC11443063 DOI: 10.1016/j.pcl.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
The authors highlight well-known and hypothesized pathophysiologic mechanistic links underlying obesity and the various pediatric disorders across multiple organ systems with which it is associated. Obesity is attributed to an imbalance in energy intake versus expenditure; there is growing knowledge regarding its multifactorial origins, dysfunctional physiologic processes, and adverse health consequences. Individuals with obesity exhibit variations in metabolic rate, genetic predisposition, and hormonal regulation, influencing diverse responses in regulating energy balance. Understanding the complex mechanistic relationships surrounding the pathophysiology of obesity assists in its consideration as a disease process, allowing pediatric health practitioners to manage its sequelae more effectively.
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Affiliation(s)
- Stephanie W Waldrop
- Section on Nutrition, Department of Pediatrics, Anschutz Medical Campus, Nutrition Obesity Research Center (NORC), University of Colorado, Aurora, CO, USA.
| | - Awab Ali Ibrahim
- Department of Pediatrics, Division of Pediatric Gastroenterology and Nutrition, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Jacqueline Maya
- Department of Pediatrics, Division of Pediatric Endocrinology, MGH Weight Center, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02115, USA
| | - Carmen Monthe-Dreze
- Division of Newborn Medicine, Department of Pediatrics, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | - Fatima Cody Stanford
- Division of Endocrinology-Neuroendocrine, Department of Medicine, Massachusetts General Hospital, MGH Weight Center, 50 Staniford Street, Suite 430, Boston, MA 02115, USA; Department of Pediatrics, Division of Endocrinology, Nutrition Obesity Research Center at Harvard (NORCH), Boston, MA, USA. https://twitter.com/askdrfatima
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Jiang W, Yang L, Liang S. The relationship between sex hormone levels and ocular surface parameters in girls with idiopathic central precocious puberty. Front Endocrinol (Lausanne) 2024; 15:1429154. [PMID: 39119007 PMCID: PMC11307148 DOI: 10.3389/fendo.2024.1429154] [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: 05/07/2024] [Accepted: 07/09/2024] [Indexed: 08/10/2024] Open
Abstract
Purpose The study aimed to investigate the correlation between the change of sex hormone levels and ocular surface parameters in girls with idiopathic central precocious puberty(ICPP). Methods Eighteen girls with ICPP and 18 age-matched normal girls participated in this study, all of the participants had undergone physical measurements, laboratory tests, imaging examination and ocular surface assessments. Results The Objective Scatter Index (OSI) in the ICPP group was significantly higher than in the control group (P = 0.031), girls with ICPP showed slightly lower MNITBUT compared to the normal control group, although this difference was not statistically significant. Bivariate analysis revealed a positive association between estradiol and OSI (r=0.383, P=0.021), Additionally, in the study population, both Luteinizing hormone (LH) and Follicle-stimulating hormone (FSH) were negatively correlated with Mean noninvasive tear breakup time (MNITBUT) (r=-0.359, P=0.031)(r=-0.357, P=0.032). Conclusion In comparison with the normal control group, alterations in the OSI were observed in girls with ICPP. This alteration may be associated with an elevation in estrogen levels. Although there was a slight non-significant decrease in NITBUT in ICPP girls, the negative correlation between LH and FSH with MNITBUT suggests new perspective for further investigation.
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Affiliation(s)
- Wen Jiang
- Institute of Medical Sciences, The Second Hospital of Shandong University, Shandong, China
| | - Lixia Yang
- Department of Ophthalmology, The Second Hospital of Shandong University, Shandong, China
| | - Shuang Liang
- Department of Pediatrics, The Second Hospital of Shandong University, Shandong, China
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Chen Y, Huang X, Tian L. Meta-analysis of machine learning models for the diagnosis of central precocious puberty based on clinical, hormonal (laboratory) and imaging data. Front Endocrinol (Lausanne) 2024; 15:1353023. [PMID: 38590824 PMCID: PMC11001252 DOI: 10.3389/fendo.2024.1353023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 03/12/2024] [Indexed: 04/10/2024] Open
Abstract
Background Central precocious puberty (CPP) is a common endocrine disorder in children, and its diagnosis primarily relies on the gonadotropin-releasing hormone (GnRH) stimulation test, which is expensive and time-consuming. With the widespread application of artificial intelligence in medicine, some studies have utilized clinical, hormonal (laboratory) and imaging data-based machine learning (ML) models to identify CPP. However, the results of these studies varied widely and were challenging to directly compare, mainly due to diverse ML methods. Therefore, the diagnostic value of clinical, hormonal (laboratory) and imaging data-based ML models for CPP remains elusive. The aim of this study was to investigate the diagnostic value of ML models based on clinical, hormonal (laboratory) and imaging data for CPP through a meta-analysis of existing studies. Methods We conducted a comprehensive search for relevant English articles on clinical, hormonal (laboratory) and imaging data-based ML models for diagnosing CPP, covering the period from the database creation date to December 2023. Pooled sensitivity, specificity, positive likelihood ratio (LR+), negative likelihood ratio (LR-), summary receiver operating characteristic (SROC) curve, and area under the curve (AUC) were calculated to assess the diagnostic value of clinical, hormonal (laboratory) and imaging data-based ML models for diagnosing CPP. The I2 test was employed to evaluate heterogeneity, and the source of heterogeneity was investigated through meta-regression analysis. Publication bias was assessed using the Deeks funnel plot asymmetry test. Results Six studies met the eligibility criteria. The pooled sensitivity and specificity were 0.82 (95% confidence interval (CI) 0.62-0.93) and 0.85 (95% CI 0.80-0.90), respectively. The LR+ was 6.00, and the LR- was 0.21, indicating that clinical, hormonal (laboratory) and imaging data-based ML models exhibited an excellent ability to confirm or exclude CPP. Additionally, the SROC curve showed that the AUC of the clinical, hormonal (laboratory) and imaging data-based ML models in the diagnosis of CPP was 0.90 (95% CI 0.87-0.92), demonstrating good diagnostic value for CPP. Conclusion Based on the outcomes of our meta-analysis, clinical and imaging data-based ML models are excellent diagnostic tools with high sensitivity, specificity, and AUC in the diagnosis of CPP. Despite the geographical limitations of the study findings, future research endeavors will strive to address these issues to enhance their applicability and reliability, providing more precise guidance for the differentiation and treatment of CPP.
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Affiliation(s)
- Yilin Chen
- Department of Thoracic Surgery, Chongqing General Hospital, Chongqing University, Chongqing, China
| | - Xueqin Huang
- Department of Radiology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Lu Tian
- Department of Radiology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
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Liu D, Liu WV, Zhang L, Qin Y, Li Y, Ding G, Zhou Y, Xie Y, Chen P, Zhu W. Diagnostic value of adenohypophyseal MRI features in female children with precocious puberty. Clin Radiol 2024; 79:179-188. [PMID: 38114375 DOI: 10.1016/j.crad.2023.11.020] [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: 11/29/2022] [Revised: 11/01/2023] [Accepted: 11/15/2023] [Indexed: 12/21/2023]
Abstract
AIM To evaluate the diagnostic value of adenohypophyseal magnetic resonance imaging (MRI) features for precocious puberty (PP) in female children and also to establish a non-invasive diagnostic approach in clinics. MATERIALS AND METHODS A total of 126 female children (37, 57, and 32 female children clinically diagnosed with central PP [CPP], incomplete PP [IPP], and controls, respectively) were enrolled in this study. Data were collected and analysed using analysis of variance. Pearson correlation and stepwise multivariate linear regression analysis were used to examine the association and build prediction models. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic efficacy. RESULTS The values of adenohypophysis volume (aPV), adenohypophysis height (aPH), and signal-intensity ratio (SIR), height, weight, and seven laboratory testing characteristics were correlated closely with the activation status of the hypothalamic-pituitary-gonad axis in the different groups (all p<0.05). Model 1 including aPV, weight, and aPH and Model 2 including SIR, aPV, and height were built to obtain predicted luteinising hormone (LH; R2 = 0.271) and LH/follicle stimulating hormone (FSH; R2 = 0.311). ROC analysis showed the predicted LH, predicted LH/FSH, and aPV were the top 3 best predictors in distinguishing CPP from controls (AUC = 0.969, 0.949, and 0.938) while predicted LH/FSH was the best predictor in distinguishing CPP from IPP and controls (AUC = 0.829 and 0.828). CONCLUSION The adenohypophysis volume itself and the prediction models including main adenohypophyseal MRI features increased diagnostic efficiency for PP and offered a non-invasive and credible diagnostic method.
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Affiliation(s)
- D Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China.
| | - W V Liu
- MR Research, GE Healthcare, Beijing 100176, China
| | - L Zhang
- Department of Hematology and Tumor, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430016, Hubei, China
| | - Y Qin
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Y Li
- Department of Endocrinology and Metabolism, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430016, Hubei, China
| | - G Ding
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Y Zhou
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Y Xie
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - P Chen
- Department of Pediatric Pediatric Department, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - W Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
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Leung AKC, Lam JM, Hon KL. Premature Thelarche: An Updated Review. Curr Pediatr Rev 2024; 20:500-509. [PMID: 37496240 DOI: 10.2174/1573396320666230726110658] [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: 10/18/2022] [Revised: 04/06/2023] [Accepted: 06/20/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND Premature thelarche is the most common pubertal disorder in girls. The condition should be differentiated from central precocious puberty which may result in early epiphyseal fusion and reduced adult height, necessitating treatment. OBJECTIVES The purpose of this article is to familiarize physicians with the clinical manifestations of premature thelarche and laboratory tests that may help distinguish premature thelarche from central precocious puberty. METHODS A search was conducted in September 2022 in PubMed Clinical Queries using the key term "Premature thelarche". The search strategy included all clinical trials, observational studies, and reviews published within the past 10 years. Only papers published in the English literature were included in this review. The information retrieved from the above search was used to compile the present article. RESULTS Premature thelarche denotes isolated breast development before the age of 8 years in girls who do not manifest other signs of pubertal development. The condition is especially prevalent during the first two years of life. The majority of cases of premature thelarche are idiopathic. The condition may result from an unsuppressed hypothalamic-pituitary-gonadal axis in the early years of life, an "overactivation" of the hypothalamic-pituitary axis in early childhood secondary to altered sensitivity to steroids of the hypothalamic receptors controlling sexual maturation, increased circulating free estradiol, increased sensitivity of breast tissue to estrogens, and exposure to exogenous estrogens. The cardinal feature of premature thelarche is breast development which occurs without additional signs of pubertal development in girls under 8 years of age. The enlargement may involve only one breast, both breasts asymmetrically, or both breasts symmetrically. The breast size may fluctuate cyclically. The enlarged breast tissue may be transiently tender. There should be no significant changes in the nipples or areolae and no pubic or axillary hair. The vulva, labia majora, labia minora, and vagina remain prepubertal. Affected girls have a childlike body habitus and do not have mature contours. They are of average height and weight. Growth and osseous maturation, the onset of puberty and menarche, and the pattern of adolescent sexual development remain normal. Most cases of premature thelarche can be diagnosed on clinical grounds. Laboratory tests are seldom indicated. No single test can reliably differentiate premature thelarche from precocious puberty. CONCLUSION Premature thelarche is benign, and no therapy is necessary apart from parental reassurance. As enlargement of breasts may be the first sign of central precocious puberty, a prolonged follow- up period every 3 to 6 months with close monitoring of other pubertal events and linear growth is indicated in all instances.
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Affiliation(s)
- Alexander K C Leung
- Department of Pediatrics, The University of Calgary, Alberta Children's Hospital, Calgary, Alberta, Canada
| | - Joseph M Lam
- Department of Pediatrics and Dermatology and Skin Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kam L Hon
- Department of Paediatrics, The Chinese University of Hong Kong, China
- Department of Paediatrics, and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong, China
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Liu Y, Cheng Y, Sun M, Hao X, Li M. Analysis of serum insulin-like growth factor-1, fibroblast growth factor 23, and Klotho levels in girls with rapidly progressive central precocious puberty. Eur J Pediatr 2023; 182:5007-5013. [PMID: 37644169 PMCID: PMC10640509 DOI: 10.1007/s00431-023-05174-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 08/19/2023] [Accepted: 08/22/2023] [Indexed: 08/31/2023]
Abstract
To study the levels of serum insulin-like growth factor 1 (IGF-1), fibroblast growth factor 23 (FGF23), and Klotho, and to study their relationship with girls with rapidly progressive central precocious puberty (RP-CPP). This is a cross-sectional study on the progression rate of central precocious puberty in girls, who complained of breast development before the age of 8 years and were followed between June 2021 and June 2022. At the same time, 28 healthy girls less than 8 years old who had not started puberty were recruited as the control group. The physical examination and laboratory evaluation of each group was completed. Only patients with CPP received pelvic ultrasound examination and bone age test. Bone age index (BAI), basal LH levels (BLH), basal LH levels/basal FSH levels (BFSH), peak LH (PLH)/peak FSH (PFSH), IGF-1, Klotho, FGF23, and ovarian volume in the RP-CPP group were higher than those in slowly progressive CPP (SP-CPP) group. In the RP-CPP group, IGF-1 was correlated with Klotho, FGF23, and BLH; Klotho was correlated with FGF23 and BLH; FGF23 was correlated with BLH. CONCLUSION The BLH, FGF23, Klotho, and IGF-1 have a certain correlation with RP-CPP, which may play an important role in the speed of girls' sexual development. WHAT IS KNOWN • The association between IGF-1 and RP-CPP. WHAT IS NEW • We found the association between FGF23, Klotho and RP-CPP.
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Affiliation(s)
- Yuping Liu
- Department of Pediatrics, Hebei General Hospital, 348 Heping West Road, Xinhua District, Shijiazhuang, Hebei, China
| | - Yaying Cheng
- Department of Pediatrics, Hebei General Hospital, 348 Heping West Road, Xinhua District, Shijiazhuang, Hebei, China.
| | - Meng Sun
- Department of Pediatrics, Hebei General Hospital, 348 Heping West Road, Xinhua District, Shijiazhuang, Hebei, China
| | - Xiaojing Hao
- Department of Pediatrics, Hebei General Hospital, 348 Heping West Road, Xinhua District, Shijiazhuang, Hebei, China
| | - Mengmeng Li
- Department of Pediatrics, Hebei General Hospital, 348 Heping West Road, Xinhua District, Shijiazhuang, Hebei, China
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Shi L, Jiang Z, Zhang L. Childhood obesity and central precocious puberty. Front Endocrinol (Lausanne) 2022; 13:1056871. [PMID: 36465655 PMCID: PMC9716129 DOI: 10.3389/fendo.2022.1056871] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/07/2022] [Indexed: 11/19/2022] Open
Abstract
Childhood obesity is a major public health problem worldwide, and the relationship between obesity and central precocious puberty has long been confirmed, however, the mechanisms underlying this association remain elusive. This review provides an overview of the recent progress regarding how childhood obesity impacts on hypothalamic-pituitary-gonadal axis and pubertal onset, focusing on adipokines (leptin and ghrelin), hormone (insulin), and lipid (ceramide), as well as critical signaling pathways (AMPK/SIRT, mTOR) that integrate the peripheral metabolism and central circuits. Notably, prevention of obesity and CPP is beneficial for the adult life of the children, thus we further summarize the potential strategies in treating and preventing childhood obesity and CPP. The updated understanding of metabolic stress and pediatric endocrine disease will arise the attention of society, and also contribute to preventing more serious comorbidities in the later period of life in children.
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Affiliation(s)
- Li Shi
- Department of Pediatrics, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhiyan Jiang
- Department of Pediatrics, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Li Zhang
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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