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Effect of minimally invasive surgery guided by arthrography on surgical progress, postoperative recovery and long-term prognosis of lateral humeral condyle fractures in children: a retrospective cohort study. 关节造影引导下微创手术对儿童肱骨外侧髁骨折手术进展、术后恢复及远期预后的影响:一项回顾性队列研究
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-02 DOI: 10.21037/tp-2025-aw-748
Shaoyan Shi, Xingxing Yu, Xuehai Ou, Junkui Xu, Bingbing Li, Dong Hu

Background: In recent years, arthrography-assisted fixation techniques have become more common in pediatric orthopedic surgery because they provide real-time intraoperative assessment of fracture alignment and overall joint congruency. This study aimed to descriptively analyze outcomes in two groups of patients: patients with Jakob type IIA lateral humeral condyle fractures (LHCF) treated with closed reduction and internal fixation (CRIF) using intraoperative arthrography (arthrography group, AG); and patients with Jakob type IIB LHCF treated with open reduction and internal fixation (ORIF) (control group, CG). Caution is used when interpreting outcomes due to the differences in fracture severity.

Methods: A total of 190 pediatric patients diagnosed with Jakob type II LHCF and treated between 2021 and 2023 were analyzed retrospectively. Jakob type IIA fractures (n=101) underwent CRIF with assistance from arthrography, and Jakob type IIB fractures (n=89) underwent ORIF. The outcomes evaluated included operation time (OT), intraoperative blood loss (IBL), length of hospitalization (LOH), pain (Visual Analog Scale; VAS), elbow function (Mayo Elbow Performance Score; MEPS), complications, and long-term prognosis. Postoperative imaging was obtained to confirm anatomic reduction.

Results: The AG had significantly shorter OT, less IBL, and less LOH than the CG (P<0.05), along with lower VAS scores on postoperative day 1 and higher MEPS on day 28. Long-term functions were similar between groups, and the rate of complications was similarly low, with a lower rate of poor prognosis in the AG. As the differences in severity of fracture between groups were intrinsic reasons for differences between the groups, they can be followed descriptively and cannot imply the superiority of treatment.

Conclusions: Arthrography-assisted CRIF may be a safe and feasible method to assist with treating some selected Jakob type IIA LHCF and offers some short-term reductions in pain. These findings are limited in their ability to be interpreted due to retrospective design, failures of group comparability, and no objective imaging confirmation, so caution should be taken into account. Further prospective controlled studies are warranted to validate these results.

背景:近年来,关节摄影辅助固定技术在儿科骨科手术中越来越普遍,因为它们可以实时评估骨折对齐和整体关节一致性。本研究旨在描述性分析两组患者的结局:术中关节造影(关节造影组,AG)对Jakob型IIA型肱骨外侧髁骨折(LHCF)患者进行闭合复位内固定(CRIF)治疗;Jakob IIB型LHCF患者行切开复位内固定(ORIF)治疗(对照组,CG)。由于骨折严重程度的差异,在解释结果时要谨慎。方法:回顾性分析2021 - 2023年间诊断为Jakob II型LHCF并接受治疗的190例儿童患者。Jakob IIA型骨折(101例)在关节造影辅助下行CRIF, Jakob IIB型骨折(89例)行ORIF。评估的结果包括手术时间(OT)、术中出血量(IBL)、住院时间(LOH)、疼痛(视觉模拟量表;VAS)、肘部功能(Mayo肘部功能评分;MEPS)、并发症和长期预后。术后影像学检查证实解剖复位。结论:关节造影辅助下的CRIF可能是一种安全可行的方法,可以帮助治疗部分选定的Jakob型IIA LHCF,并能在短期内减轻疼痛。由于回顾性设计、组间可比性失败以及无客观影像学证实,这些结果的解释能力有限,因此应谨慎考虑。需要进一步的前瞻性对照研究来验证这些结果。
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引用次数: 0
Health-related quality of life of children born with very low birth weight and their caregivers in China: a cross-sectional survey. 中国极低出生体重儿及其照顾者的健康相关生活质量:一项横断面调查
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-12 DOI: 10.21037/tp-2025-aw-812
Feixiang Luo, Jiaqi Zhang, Lejing Guan, Zheng Chen, Liping Shi, Meiying Gao, Yifei Shao, Adheesha Kumarasinghe, Zhihao Yang, Tianxin Pan, Wei Shi, Guannan Bai

Background: Very low birth weight (VLBW) poses a significant global health burden. Despite improved survival, the health-related quality of life (HRQoL) of VLBW survivors and their caregivers, particularly in China, where incidence is rising, remains largely unassessed. Therefore, we conducted this study aiming to assess and describe the HRQoL of children who were born with VLBW in China, as well as that of their parental caregivers, which will contribute to the limited body of evidence regarding the dyadic HRQoL of VLBW children and their caregivers in low- and middle-income settings.

Methods: A total of 241 parental caregivers were recruited from a children's hospital. HRQoL was measured using the proxy-reported Pediatric Quality of Life Inventory (PedsQL) Infant Scales and Generic Core Module (GCM) for children, and the PedsQL Family Impact Module (FIM) for caregivers. Statistical analyses included t-tests, analysis of variance (ANOVA), effect sizes, multivariate linear regression, and Pearson correlation.

Results: The median child age was 2.0 years and the median birth weight was 1,032.5 grams. For children aged 1-24 months, financial burden, home oxygen use, and parent-reported developmental problems were significantly associated with children's HRQoL (P<0.05). For children aged 2-7 years, developmental problems were significantly associated with HRQoL (P<0.05). Caregiver HRQoL was associated with child age, maternal employment, financial burden, oxygen dependency, and developmental issues (P<0.05). Child and caregiver HRQoL were significantly correlated (P<0.05).

Conclusions: The study highlights HRQoL profiles of VLBW children and caregivers, emphasizing modifiable factors such as maternal employment, financial strain, oxygen dependence, and developmental problems. These findings should inform targeted care strategies to improve outcomes for both groups.

背景:极低出生体重(VLBW)是一个重大的全球健康负担。尽管生存率有所提高,但VLBW幸存者及其照顾者的健康相关生活质量(HRQoL),特别是在发病率不断上升的中国,在很大程度上仍未得到评估。因此,我们进行了这项研究,旨在评估和描述中国出生时患有VLBW的儿童的HRQoL,以及他们的父母照顾者的HRQoL,这将有助于提供关于低收入和中等收入环境中VLBW儿童及其照顾者二元HRQoL的有限证据。方法:从某儿童医院招募241名家长照顾者。HRQoL的测量采用代理报告的儿科生活质量量表(PedsQL)婴儿量表和儿童通用核心模块(GCM),以及护理人员的PedsQL家庭影响模块(FIM)。统计分析包括t检验、方差分析(ANOVA)、效应量、多元线性回归和Pearson相关。结果:患儿年龄中位数为2.0岁,出生体重中位数为1032.5克。对于1-24月龄儿童,经济负担、家庭氧气使用和父母报告的发育问题与儿童HRQoL显著相关(p)。结论:本研究突出了VLBW儿童和照顾者的HRQoL特征,强调了母亲就业、经济压力、氧气依赖和发育问题等可调节因素。这些发现应该为有针对性的护理策略提供信息,以改善两组患者的预后。
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引用次数: 0
Predictive value of cyst size for clinical symptoms in patients with prenatally diagnosed choledochal cysts. 囊肿大小对产前诊断的胆总管囊肿患者临床症状的预测价值。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-12 DOI: 10.21037/tp-2025-aw-766
Weijun Zheng, Lanxin Zhu, Fei Chen, Yifan Fang, Dianming Wu, Mingkun Liu

Background: Choledochal cysts (CDCs) are common congenital biliary malformations in children. However, current research on whether cyst size links to postnatal clinical symptoms in prenatally diagnosed CDCs remains scarce and unclear. This study aimed to explore the predictive value of cyst size for the occurrence of clinical symptoms in patients with prenatally diagnosed CDCs.

Methods: A retrospective review of medical records was conducted for patients with prenatally diagnosed CDCs who were admitted to Fujian Children's Hospital between January 2018 and May 2025. The patients were divided into a symptomatic group (n=15) and an asymptomatic group (n=29) based on the presence or absence of clinical symptoms at the time of surgery. Univariate analyses were performed to screen factors closely related to clinical symptoms. Additionally, we focused on the role of cyst size (i.e., width and length) in predicting the development of CDCs related symptoms.

Results: A total of 44 patients were included in the study, with 15 patients in the symptomatic group and 29 patients in the asymptomatic group. The results of univariate analysis showed that patients with clinical symptoms had earlier time of prenatal diagnosis (P=0.02), higher proportion of Todani type IV (P=0.04), higher values of γ-gamma-glutamyl transpeptidase (γ-GGT) and direct bilirubin (DBIL) (both P<0.01). Both cyst length {57 [42, 77] vs. 34 [29, 42], P=0.002} and width {48 [23, 54] vs. 22 [18, 34], P=0.002} were significantly greater in the symptomatic group at preoperative ultrasound (POU). The area under the receiver operating characteristic (AUROC) curve of the preoperative maximum cyst length was 0.789, the best cut-off point was 44 mm, and the sensitivity and specificity were 73% and 79%, respectively. The AUROC of the preoperative maximum cyst width was 0.783, the best cut-off point was 36 mm, and the sensitivity and specificity were 73% and 81%, respectively.

Conclusions: Rapid cyst growth trend is suggestive of an increased risk of clinical symptoms. A cyst length >44 mm and width >36 mm indicates the possible onset of clinical symptoms. Dynamic assessment protocol integrating rapid cyst growth trend with quantified size cut-offs offers a reliable strategy for predicting CDCs-related clinical symptoms.

背景:胆总管囊肿是儿童常见的先天性胆道畸形。然而,目前关于囊肿大小是否与产前诊断的cdc的产后临床症状相关的研究仍然很少和不清楚。本研究旨在探讨囊肿大小对产前诊断的cdc患者临床症状发生的预测价值。方法:回顾性分析2018年1月至2025年5月福建省儿童医院收治的产前诊断为cdc的患者病历。根据手术时有无临床症状将患者分为有症状组(n=15)和无症状组(n=29)。采用单因素分析筛选与临床症状密切相关的因素。此外,我们关注囊肿大小(即宽度和长度)在预测cdc相关症状发展中的作用。结果:共纳入44例患者,其中有症状组15例,无症状组29例。单因素分析结果显示,有临床症状的患者产前诊断时间较早(P=0.02), Todani IV型比例较高(P=0.04),术前超声(POU)时γ- γ-谷氨酰转肽酶(γ-GGT)和直接胆红素(DBIL)值均高于有症状组(Pvs. 34 [29, 42], P=0.002},宽度{48[23,54]比22 [18,34],P=0.002})。术前最大囊肿长度AUROC曲线下面积为0.789,最佳截断点为44 mm,敏感性为73%,特异性为79%。术前最大囊肿宽度AUROC为0.783,最佳截断点为36 mm,敏感性为73%,特异性为81%。结论:快速的囊肿生长趋势提示临床症状的风险增加。囊肿长>44 mm,宽>36 mm,提示可能出现临床症状。结合囊肿快速生长趋势和定量大小切断的动态评估方案为预测cdc相关临床症状提供了可靠的策略。
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引用次数: 0
Factors influencing intertransfusion interval in children with transfusion dependent thalassemia. 影响输血依赖型地中海贫血患儿输血间隔的因素。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-06 DOI: 10.21037/tp-2025-1-927
Hafsa Naveed, Mizhgan Abid
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引用次数: 0
Prognostic biomarkers in Fontan associated liver disease. Fontan相关性肝病的预后生物标志物
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-02 DOI: 10.21037/tp-2025-1-861
Ahmad Anouti, Amal Aqul, Johanna Ascher Bartlett, Dieudonne Nonga, Pojsakorn Danpanichkul, Elias D Rady, Thomas G Cotter, Sara Hassan, Sindhu Pandurangi

Fontan-associated liver disease (FALD) is a universal consequence of the Fontan circulation and a growing cause of morbidity. Clinical outcome stratification is difficult because conventional tests lack sensitivity. In this review, we aim to discuss current prognostic tools for FALD. Histology remains the reference standard, capturing the characteristic pericentral and bridging "reverse lobulation" pattern of fibrosis. However, the invasive nature of liver biopsy and susceptibility to sampling bias limit its use. Magnetic resonance elastography (MRE) provides whole-organ stiffness assessment with concurrent evaluation of splenomegaly and varices, yet stiffness thresholds are not standardized and may overestimate fibrosis in the setting of hepatic congestion. Serum and composite indices [e.g., aspartate aminotransferase to platelet ratio index (APRI), fibrosis-4 (FIB-4) index, Model for End-Stage Liver Disease excluding international normalized ratio (MELD-XI)] provide some limited prognostic information in FALD; however, there is a need for disease-specific models. Emerging work integrates imaging and laboratory data to build risk calculators such as the FALD and Fontan Liver Risk Score (FonLiver). Multicenter pediatric validation and outcome-based calibration remain major gaps. Future progress requires prospective, multicenter pediatric studies with harmonized imaging protocols and novel biomarkers. Such integration is essential to move FALD prognostication from descriptive observation toward predictive and ultimately preventative care, optimizing timing of intervention and associated transplant decisions for individuals living with Fontan circulation.

方丹相关性肝病(FALD)是方丹循环的一种普遍后果,并日益成为发病率的原因。临床结果分层是困难的,因为传统的检查缺乏敏感性。在这篇综述中,我们旨在讨论FALD的当前预后工具。组织学仍然是参考标准,捕获特征性的中央周围和桥接的“逆小叶化”纤维化模式。然而,肝活检的侵入性和对抽样偏倚的敏感性限制了它的应用。磁共振弹性成像(MRE)提供了整个器官的刚度评估,同时评估脾肿大和静脉曲张,但刚度阈值没有标准化,在肝充血的情况下可能会高估纤维化。血清和综合指标[例如,天冬氨酸转氨酶与血小板比值指数(APRI)、纤维化-4 (FIB-4)指数、终末期肝病模型(MELD-XI)除外)]提供了一些有限的FALD预后信息;然而,需要针对疾病的模型。新兴的工作整合了成像和实验室数据来构建风险计算器,如FALD和Fontan肝脏风险评分(FonLiver)。多中心儿科验证和基于结果的校准仍然是主要的差距。未来的进展需要前瞻性的、多中心的儿科研究,采用统一的成像方案和新的生物标志物。这种整合对于将FALD预后从描述性观察转向预测性和最终的预防性护理,优化Fontan循环患者的干预时机和相关移植决策至关重要。
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引用次数: 0
Relationship between vitamin D and IgE: a cross-sectional analysis. 维生素D和IgE之间的关系:横断面分析。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-10 DOI: 10.21037/tp-2025-aw-773
Ling Hou, Qiang Zhang, Yue Du

Background: Vitamin D has immunomodulatory functions that may influence allergic disease, while total immunoglobulin E (IgE) is a biomarker of allergic sensitization. Prior studies of serum 25-hydroxyvitamin D [25(OH)D] and IgE have been inconsistent. This study aimed to clarify their relationship in a large pediatric cohort.

Methods: We analyzed 9,126 children (age 1-18 years; median 6.0 years) at a tertiary pediatric center. Serum 25(OH)D and total IgE were measured by electrochemiluminescence immunoassay. Vitamin D status was defined as deficient (<30 ng/mL), insufficient (30-50 ng/mL), or sufficient (>50 ng/mL). Analyses included Spearman correlation, multivariable regression, restricted cubic spline (RCS), and stratification by age, sex, and season.

Results: Serum 25(OH)D and IgE were inversely correlated (r=-0.1443, P<0.0001), and this association was stronger in allergic (r=-0.2662) than non-allergic (r=-0.1354) children. Regression confirmed 25(OH)D as an independent negative predictor of IgE (β=-0.0081, P<0.0001). RCS analysis revealed a non-linear association between serum 25(OH)D and total IgE concentrations, with higher IgE levels predominantly observed at lower 25(OH)D concentrations and a less pronounced association at higher levels. Stratification revealed the strongest effect in children ≤6 years, comparable results by sex, and a stronger winter association. IgE was highest in vitamin D-deficient and lowest in sufficient groups (P<0.0001).

Conclusions: Serum 25(OH)D is inversely associated with IgE, with age- and season-dependent variation in this association. These findings highlight an association between vitamin D status and allergic sensitization at the population level and support further investigation, while not establishing causality or therapeutic benefit.

背景:维生素D具有可能影响过敏性疾病的免疫调节功能,而总免疫球蛋白E (IgE)是过敏性致敏的生物标志物。先前关于血清25-羟基维生素D [25(OH)D]和IgE的研究并不一致。本研究旨在在一个大型儿科队列中阐明两者的关系。方法:我们分析了一家三级儿科中心的9126名儿童(年龄1-18岁,中位年龄6.0岁)。采用电化学发光免疫法检测血清25(OH)D和总IgE。维生素D状态被定义为缺乏(50 ng/mL)。分析包括Spearman相关、多变量回归、受限三次样条(RCS)和年龄、性别和季节分层。结果:血清25(OH)D与IgE呈负相关(r=-0.1443, p)结论:血清25(OH)D与IgE呈负相关,且存在年龄和季节依赖性。这些发现强调了在人群水平上维生素D状态与过敏致敏之间的联系,并支持进一步的研究,但没有确定因果关系或治疗益处。
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引用次数: 0
Diagnostic yield of exome and genome sequencing for critically ill pediatric cardiac patients. 外显子组和基因组测序对危重儿科心脏病患者的诊断率。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-12 DOI: 10.21037/tp-2025-1-877
Angela C Onorato, Rachel Gosselin, Bimal P Chaudhari, Chance Alvarado, Peter White, Vidu Garg, Amee M Bigelow

Background: Genetic testing guidelines for children in cardiac intensive care units (CICUs) remain limited despite a high prevalence of genetic diseases among this population. Advances in next-generation sequencing technologies, especially exome sequencing (ES) and genome sequencing (GS), enable more comprehensive genetic evaluations than traditional testing modalities such as chromosomal microarray (CMA). While testing recommendations exist for cardiomyopathies and arrhythmias, broad application of next-generation sequencing, especially ES/GS, across indications for admission to CICU has not been recommended amongst cardiology societies. We aimed to evaluate the diagnostic efficacy of ES/GS in critically ill pediatric patients with cardiac disease.

Methods: Retrospective chart review of patients who underwent clinical ES/GS in a quaternary hospital's pediatric CICU between January 2020 and August 2023. Patient demographics and clinical characteristics were collected and analyzed. Results were compared by test type, cardiac phenotype, and extracardiac anomalies status.

Results: Forty-five patients underwent clinical ES/GS, with median age at testing of 33 [7-905] days. Primary cardiac phenotypes included congenital heart disease (CHD), ventricular dysfunction, and arrhythmia. Diagnostic results were found in 20 patients (44.4%) with 18/20 (90%) linked to cardiac phenotypes. Diagnostic yield was not different among cardiac phenotype groups but was higher in patients with extracardiac anomalies. Notably, gene panels would have failed to make 36% of diagnoses made by ES/GS.

Conclusions: ES and GS provided high diagnostic yield in critically ill cardiac patients across various phenotypes. As next-generation sequencing technologies and interpretation capabilities mature, diagnostic abilities in pediatric cardiac disease will continue to advance.

背景:心脏重症监护病房(CICUs)儿童的基因检测指南仍然有限,尽管这一人群中遗传疾病的患病率很高。新一代测序技术的进步,特别是外显子组测序(ES)和基因组测序(GS),使遗传评估比染色体微阵列(CMA)等传统检测方式更加全面。虽然存在对心肌病和心律失常的检测建议,但在心脏病学会中尚未推荐将下一代测序,特别是ES/GS广泛应用于CICU的入院适应症。我们旨在评估ES/GS对危重儿科心脏病患者的诊断效果。方法:回顾性分析2020年1月至2023年8月在某第四医院儿科重症监护室接受临床ES/GS治疗的患者。收集和分析患者的人口统计学和临床特征。结果通过测试类型,心脏表型和心外异常状态进行比较。结果:45例患者接受了临床ES/GS,试验时中位年龄为33[7-905]天。主要的心脏表型包括先天性心脏病(CHD)、心室功能障碍和心律失常。诊断结果发现20例患者(44.4%),其中18/20(90%)与心脏表型相关。诊断率在心脏表型组之间没有差异,但在心外异常患者中较高。值得注意的是,基因小组无法做出36%的ES/GS诊断。结论:ES和GS对不同表型的危重心脏病患者具有较高的诊断率。随着下一代测序技术和解释能力的成熟,儿科心脏病的诊断能力将继续提高。
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引用次数: 0
Development and evaluation of a predictive model for central precocious puberty in girls. 女童中枢性性早熟预测模型的建立与评价。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-12 DOI: 10.21037/tp-2025-597
Yufan Wu, Chaoliang Xu, Jingdi Li, Danli Zhang, Yuqi Wu, Xueyong Feng, Hongwu Wang
<p><strong>Background: </strong>Early puberty, particularly central precocious puberty (CPP), is an increasingly common pediatric endocrine disorder affecting young girls. Existing CPP predictive models either rely on post-gonadotropin-releasing hormone (GnRH) stimulation data or lack comprehensive integration of clinical, laboratory, and imaging indices, limiting their utility for early screening. This study developed a single blood draw-based predictive model for CPP screening or diagnosis.</p><p><strong>Methods: </strong>This retrospective study was conducted at a single center (The Second Affiliated Hospital of Shantou University Medical College) and included girls diagnosed with precocious puberty. The training cohort consisted of patients enrolled from April 2021 to April 2023, while the external validation cohort comprised patients enrolled from January to November 2025. Inclusion criteria included secondary sexual traits before age 8 and completion of the GnRH test; exclusion criteria were >30% missing data, organic lesions, and tumors. Clinical, laboratory, and imaging data were analyzed using least absolute shrinkage and selection operator (LASSO) regression and logistic model regression for variable selection and model construction. The gold standard for CPP diagnosis was the GnRH stimulation test [peak luteinizing hormone (LH) ≥5.0 IU/L and LH/follicle-stimulating hormone (FSH) ratio >0.6]. Model reliability was assessed using area under the receiver operating characteristic curve (AUC), decision curve analysis, Brier score, 10-fold cross-validation and external validation.</p><p><strong>Results: </strong>This study enrolled 206 girls with precocious puberty who presented to our hospital from April 2021 to April 2023 as the training cohort. Of these, 88 (42.7%) had CPP with a mean age of 8.32±1.10 years, and 118 (57.3%) had non-CPP with a mean age of 6.98±1.18 years. The LASSO-logistic regression model identified six predictors for CPP: age, estradiol, FSH, LH, breast Tanner stage, and bone age. The model demonstrated good discriminative performance, with an AUC of 0.92 [95% confidence interval (CI): 0.889-0.959], the sensitivity of 0.886, specificity of 0.805 and a Brier score of 0.113. The calibration curve showed good agreement between predicted probabilities and observed values. Decision curve analysis indicated that the model could yield good clinical net benefit across a wide range of threshold probabilities. Ten-fold internal cross-validation also confirmed that the predictive model had good performance, with an AUC of 0.929 and the Brier score of 0.12690. For external validation, this study enrolled 97 girls with precocious puberty who presented to our hospital from January to November 2025. The results showed that the model maintained good performance [AUC: 0.924 (95% CI: 0.861-0.982)], sensitivity of 0.795, specificity of 0.966, Brier score =0.094). For clinical convenience, the prediction model has been deployed on a web-ba
背景:青春期提前,尤其是中枢性性早熟(CPP),是一种越来越常见的影响年轻女孩的儿科内分泌疾病。现有的CPP预测模型要么依赖于促性腺激素释放激素(GnRH)刺激后的数据,要么缺乏临床、实验室和影像学指标的全面整合,限制了它们在早期筛查中的应用。本研究开发了一种基于单次抽血的CPP筛查或诊断预测模型。方法:采用单中心(汕头大学医学院第二附属医院)回顾性研究,纳入诊断为性早熟的女童。培训队列包括2021年4月至2023年4月入组的患者,而外部验证队列包括2025年1月至11月入组的患者。纳入标准包括8岁前的第二性征和完成GnRH测试;排除标准为数据缺失30%、器质性病变和肿瘤。临床,实验室和影像学数据分析使用最小绝对收缩和选择算子(LASSO)回归和logistic模型回归进行变量选择和模型构建。诊断CPP的金标准是GnRH刺激试验[峰值促黄体生成素(LH)≥5.0 IU/L, LH/促卵泡生成素(FSH)比值>.6]。采用受试者工作特征曲线下面积(AUC)、决策曲线分析、Brier评分、10倍交叉验证和外部验证来评估模型的信度。结果:本研究纳入了2021年4月至2023年4月在我院就诊的206例性早熟女童作为训练队列。其中有CPP 88例(42.7%),平均年龄8.32±1.10岁;无CPP 118例(57.3%),平均年龄6.98±1.18岁。LASSO-logistic回归模型确定了CPP的六个预测因素:年龄、雌二醇、FSH、LH、乳腺Tanner分期和骨龄。该模型具有良好的判别性能,AUC为0.92[95%可信区间(CI): 0.889-0.959],敏感性为0.886,特异性为0.805,Brier评分为0.113。校正曲线显示预测概率与实测值吻合较好。决策曲线分析表明,该模型可以在广泛的阈值概率范围内产生良好的临床净效益。10倍内部交叉验证也证实该预测模型具有良好的性能,AUC为0.929,Brier评分为0.12690。为了进行外部验证,本研究纳入了2025年1月至11月在我院就诊的97名性早熟女童。结果表明,该模型保持了良好的性能[AUC: 0.924 (95% CI: 0.861-0.982)],敏感性为0.795,特异性为0.966,Brier评分=0.094]。为了临床方便,预测模型已部署在一个基于web的动态nomogram平台上。结论:在这项研究中,我们开发了一个高性能的动态nomogram网页,可以准确预测女孩个体CPP的风险,帮助筛查和诊断。
{"title":"Development and evaluation of a predictive model for central precocious puberty in girls.","authors":"Yufan Wu, Chaoliang Xu, Jingdi Li, Danli Zhang, Yuqi Wu, Xueyong Feng, Hongwu Wang","doi":"10.21037/tp-2025-597","DOIUrl":"https://doi.org/10.21037/tp-2025-597","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Early puberty, particularly central precocious puberty (CPP), is an increasingly common pediatric endocrine disorder affecting young girls. Existing CPP predictive models either rely on post-gonadotropin-releasing hormone (GnRH) stimulation data or lack comprehensive integration of clinical, laboratory, and imaging indices, limiting their utility for early screening. This study developed a single blood draw-based predictive model for CPP screening or diagnosis.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;This retrospective study was conducted at a single center (The Second Affiliated Hospital of Shantou University Medical College) and included girls diagnosed with precocious puberty. The training cohort consisted of patients enrolled from April 2021 to April 2023, while the external validation cohort comprised patients enrolled from January to November 2025. Inclusion criteria included secondary sexual traits before age 8 and completion of the GnRH test; exclusion criteria were &gt;30% missing data, organic lesions, and tumors. Clinical, laboratory, and imaging data were analyzed using least absolute shrinkage and selection operator (LASSO) regression and logistic model regression for variable selection and model construction. The gold standard for CPP diagnosis was the GnRH stimulation test [peak luteinizing hormone (LH) ≥5.0 IU/L and LH/follicle-stimulating hormone (FSH) ratio &gt;0.6]. Model reliability was assessed using area under the receiver operating characteristic curve (AUC), decision curve analysis, Brier score, 10-fold cross-validation and external validation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;This study enrolled 206 girls with precocious puberty who presented to our hospital from April 2021 to April 2023 as the training cohort. Of these, 88 (42.7%) had CPP with a mean age of 8.32±1.10 years, and 118 (57.3%) had non-CPP with a mean age of 6.98±1.18 years. The LASSO-logistic regression model identified six predictors for CPP: age, estradiol, FSH, LH, breast Tanner stage, and bone age. The model demonstrated good discriminative performance, with an AUC of 0.92 [95% confidence interval (CI): 0.889-0.959], the sensitivity of 0.886, specificity of 0.805 and a Brier score of 0.113. The calibration curve showed good agreement between predicted probabilities and observed values. Decision curve analysis indicated that the model could yield good clinical net benefit across a wide range of threshold probabilities. Ten-fold internal cross-validation also confirmed that the predictive model had good performance, with an AUC of 0.929 and the Brier score of 0.12690. For external validation, this study enrolled 97 girls with precocious puberty who presented to our hospital from January to November 2025. The results showed that the model maintained good performance [AUC: 0.924 (95% CI: 0.861-0.982)], sensitivity of 0.795, specificity of 0.966, Brier score =0.094). For clinical convenience, the prediction model has been deployed on a web-ba","PeriodicalId":23294,"journal":{"name":"Translational pediatrics","volume":"15 2","pages":"28"},"PeriodicalIF":1.7,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12969173/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147435580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Eosinophil-derived neurotoxin as a biomarker to predict the development of asthma after respiratory infection in infant. 嗜酸性粒细胞衍生神经毒素作为预测婴儿呼吸道感染后哮喘发展的生物标志物。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-10 DOI: 10.21037/tp-2025-618
Yijie Huang, Guiju Li, Peiling Zhang, Lei Zhang, Yinghong Fan

Background: Respiratory tract infection in infancy can cause symptomatic wheezing or asthma later in childhood. In recent years, eosinophil-derived neurotoxin (EDN) has been proposed to play a role in the development of asthma, however, this fact remains unclear. Therefore, this study aimed to determine whether EDN is a biomarker to predict asthma following respiratory tract infections in infants.

Methods: From October 2021 to March 2022, we tracked children hospitalized for respiratory tract infections at the Chengdu Women's and Children's Central Hospital. All patients underwent medical history collection and EDN testing, and were followed up at 6 months, 1 year and 3 years post-discharge. Multifactor analysis was subsequently conducted using multivariate logistic regression and receiver operating characteristic (ROC) analysis.

Results: A total of 183 participants were enrolled in this study. Statistical data showed that EDN levels were significantly higher in the asthma group (P<0.001). Multivariate regression analysis revealed that EDN, number of wheezing within 6 months, and allergy history were independent risk factors for asthma development following respiratory tract infections in children. Further ROC curve analysis demonstrated that EDN has predictive value for asthma occurrence, and combining it with number of wheezing within 6 months and allergy history can further enhance its predictive efficacy.

Conclusions: EDN may be a useful biomarker to predict the development of asthma following respiratory tract infections in infants and could be used as a useful screening tool for asthma in young children.

背景:婴儿期呼吸道感染可在儿童后期引起有症状的喘息或哮喘。近年来,嗜酸性粒细胞衍生神经毒素(EDN)被认为在哮喘的发展中起作用,然而,这一事实尚不清楚。因此,本研究旨在确定EDN是否是预测婴儿呼吸道感染后哮喘的生物标志物。方法:对2021年10月至2022年3月在成都市妇幼中心医院因呼吸道感染住院的儿童进行追踪。所有患者均接受病史收集和EDN检测,出院后6个月、1年和3年随访。随后采用多因素logistic回归和受试者工作特征(ROC)分析进行多因素分析。结果:本研究共纳入183名受试者。统计数据显示,哮喘组EDN水平明显升高(p结论:EDN可能是预测婴儿呼吸道感染后哮喘发展的有用生物标志物,可作为幼儿哮喘筛查的有用工具。
{"title":"Eosinophil-derived neurotoxin as a biomarker to predict the development of asthma after respiratory infection in infant.","authors":"Yijie Huang, Guiju Li, Peiling Zhang, Lei Zhang, Yinghong Fan","doi":"10.21037/tp-2025-618","DOIUrl":"https://doi.org/10.21037/tp-2025-618","url":null,"abstract":"<p><strong>Background: </strong>Respiratory tract infection in infancy can cause symptomatic wheezing or asthma later in childhood. In recent years, eosinophil-derived neurotoxin (EDN) has been proposed to play a role in the development of asthma, however, this fact remains unclear. Therefore, this study aimed to determine whether EDN is a biomarker to predict asthma following respiratory tract infections in infants.</p><p><strong>Methods: </strong>From October 2021 to March 2022, we tracked children hospitalized for respiratory tract infections at the Chengdu Women's and Children's Central Hospital. All patients underwent medical history collection and EDN testing, and were followed up at 6 months, 1 year and 3 years post-discharge. Multifactor analysis was subsequently conducted using multivariate logistic regression and receiver operating characteristic (ROC) analysis.</p><p><strong>Results: </strong>A total of 183 participants were enrolled in this study. Statistical data showed that EDN levels were significantly higher in the asthma group (P<0.001). Multivariate regression analysis revealed that EDN, number of wheezing within 6 months, and allergy history were independent risk factors for asthma development following respiratory tract infections in children. Further ROC curve analysis demonstrated that EDN has predictive value for asthma occurrence, and combining it with number of wheezing within 6 months and allergy history can further enhance its predictive efficacy.</p><p><strong>Conclusions: </strong>EDN may be a useful biomarker to predict the development of asthma following respiratory tract infections in infants and could be used as a useful screening tool for asthma in young children.</p>","PeriodicalId":23294,"journal":{"name":"Translational pediatrics","volume":"15 2","pages":"36"},"PeriodicalIF":1.7,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12969165/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147435599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applications of artificial intelligence in pediatric general surgery: a systematic review. 人工智能在儿科普外科中的应用:系统综述。
IF 1.7 4区 医学 Q2 PEDIATRICS Pub Date : 2026-02-28 Epub Date: 2026-02-04 DOI: 10.21037/tp-2025-667
Bin Zhang, Pushu Wang, Yang Song, Yanwei Su, Yaqi Zhu, Yuqi Wang, Jinjin Guo, Wenjin Wang, Jixin Yang

Background: Artificial intelligence (AI) technologies are increasingly being applied in the field of pediatric surgery. Utilizing machine learning (ML) to analyze clinical case data, we can develop models for disease diagnosis and prognosis prediction. This study aims to explore whether AI can effectively process massive amounts of medical data, extract key information, and assist doctors in aspects such as disease diagnosis, surgical plan selection, and prognosis assessment.

Methods: The protocol of this study was registered with PROSPERO (CRD420251184780). We searched PubMed, Web of Science, and Scopus for studies published between February 2016 and June 2025 focusing on AI applications in pediatric appendicitis, intussusception, Hirschsprung's disease (HD), necrotizing enterocolitis (NEC), and biliary atresia (BA). PRISMA guidelines and Synthesis Without Meta-analysis (SWiM) guidelines were used.

Results: Models integrating multimodal data (such as clinical data, laboratory markers, and imaging) generally outperformed those utilizing single data sources. Some models performed at a level comparable to or exceeding that of experienced specialists in diagnosis, improving the diagnostic accuracy of junior physicians. Most included studies were retrospective with single-center designs, resulting in a generally high risk of bias.

Conclusions: Current research has demonstrated AI's potential to improve diagnostic accuracy, optimize treatment decisions, and enhance patient outcomes, while improvements are needed in areas such as bias risk control, model interpretability, and data quality. More high-quality, multicenter prospective studies are required to fully realize the comprehensive clinical translation of AI technology in pediatric surgery.

背景:人工智能(AI)技术在儿科外科领域的应用越来越广泛。利用机器学习(ML)分析临床病例数据,我们可以开发疾病诊断和预后预测模型。本研究旨在探讨人工智能能否有效处理海量医疗数据,提取关键信息,协助医生进行疾病诊断、手术方案选择、预后评估等方面的工作。方法:本研究方案在PROSPERO注册(CRD420251184780)。我们检索了PubMed、Web of Science和Scopus,检索了2016年2月至2025年6月间发表的关于人工智能在小儿阑尾炎、肠套叠、先天性巨结肠病(HD)、坏死性小肠结肠炎(NEC)和胆道闭锁(BA)中的应用的研究。采用PRISMA指南和综合无meta分析(SWiM)指南。结果:整合多模态数据(如临床数据、实验室标记物和影像)的模型通常优于使用单一数据源的模型。一些模型的诊断水平与经验丰富的专家相当或超过,提高了初级医生的诊断准确性。大多数纳入的研究是单中心设计的回顾性研究,导致偏倚风险普遍较高。结论:目前的研究表明,人工智能在提高诊断准确性、优化治疗决策和改善患者预后方面具有潜力,但在偏倚风险控制、模型可解释性和数据质量等领域仍需改进。要充分实现人工智能技术在儿科外科的全面临床转化,还需要更多高质量、多中心的前瞻性研究。
{"title":"Applications of artificial intelligence in pediatric general surgery: a systematic review.","authors":"Bin Zhang, Pushu Wang, Yang Song, Yanwei Su, Yaqi Zhu, Yuqi Wang, Jinjin Guo, Wenjin Wang, Jixin Yang","doi":"10.21037/tp-2025-667","DOIUrl":"https://doi.org/10.21037/tp-2025-667","url":null,"abstract":"<p><strong>Background: </strong>Artificial intelligence (AI) technologies are increasingly being applied in the field of pediatric surgery. Utilizing machine learning (ML) to analyze clinical case data, we can develop models for disease diagnosis and prognosis prediction. This study aims to explore whether AI can effectively process massive amounts of medical data, extract key information, and assist doctors in aspects such as disease diagnosis, surgical plan selection, and prognosis assessment.</p><p><strong>Methods: </strong>The protocol of this study was registered with PROSPERO (CRD420251184780). We searched PubMed, Web of Science, and Scopus for studies published between February 2016 and June 2025 focusing on AI applications in pediatric appendicitis, intussusception, Hirschsprung's disease (HD), necrotizing enterocolitis (NEC), and biliary atresia (BA). PRISMA guidelines and Synthesis Without Meta-analysis (SWiM) guidelines were used.</p><p><strong>Results: </strong>Models integrating multimodal data (such as clinical data, laboratory markers, and imaging) generally outperformed those utilizing single data sources. Some models performed at a level comparable to or exceeding that of experienced specialists in diagnosis, improving the diagnostic accuracy of junior physicians. Most included studies were retrospective with single-center designs, resulting in a generally high risk of bias.</p><p><strong>Conclusions: </strong>Current research has demonstrated AI's potential to improve diagnostic accuracy, optimize treatment decisions, and enhance patient outcomes, while improvements are needed in areas such as bias risk control, model interpretability, and data quality. More high-quality, multicenter prospective studies are required to fully realize the comprehensive clinical translation of AI technology in pediatric surgery.</p>","PeriodicalId":23294,"journal":{"name":"Translational pediatrics","volume":"15 2","pages":"56"},"PeriodicalIF":1.7,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12969160/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147435956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Translational pediatrics
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