Cystic fibrosis (CF) is a chronic genetic disorder characterized by pancreatic insufficiency and lung disease. Advancements in highly effective modulator therapies (HEMTs) have improved life expectancy, shifting the focus to endocrine comorbidities, such as CF-related diabetes (CFRD) and bone disease (CFRBD). Therefore, current guidelines recommend routine screening for diabetes and osteoporosis in people with cystic fibrosis (PwCF) starting from age of 10 years. Increased risk of osteoporosis has been shown in type 1 and type 2 diabetes; however, there are limited studies evaluating the impact of glucose metabolism disorders on osteoporosis in children with cystic fibrosis. Therefore, this study investigates the impact of glucose metabolism disorders on PwCF. This cross-sectional retrospective study included 81 PwCF, aged between 10 and 21 years, who were screened routinely for diabetes and bone metabolism between 2019 and 2024. Data on demographics, CFTR variants, glucose metabolism, and biochemical bone parameters, including calcium, phosphorus, ALP, PTH, vitamin D levels with bone mineral density (BMD) of L1-L4 lumber spine were analyzed. Cases were categorized as normal, indeterminate, impaired glucose tolerance (IGT), or CFRD based on OGTT. Statistical analyses were conducted to determine factors affecting BMD, including pairwise comparison and multivariate regression analysis. Of the 81 cases, 55 (67.9%) had normal glucose tolerance, 9 (11.1%) had indeterminate (INDET), 9 (11.1%) had impaired glucose tolerance (IGT), and 8 (9.9%) had CFRD. IGT and CFRD cases demonstrated significantly lower body mass index (BMI), lung function, and BMD z-score than the normal group (p < 0.05). HbA1c had the negative association with BMD z-score (β = -0.36 per %1 increase in HbA1c, p < 0.001), while elevated BMI levels had positive relation (β = 0.28 per 1 kg/m2 increase in BMI, p = 0.009). HEMT showed no significant impact on glucose or bone metabolism, likely due to short treatment durations.
Conclusions: Impaired glucose metabolism has a significant association with BMD in PwCF. Integrated monitoring of glucose and bone metabolism, along with a multidisciplinary approach is essential to optimize outcomes and reduce complications.
What is known: • Cystic fibrosis-related diabetes (CFRD) is the most common non-pulmonary comorbidity in CF. • Impaired glucose metabolism has been associated with reduced bone mineral density and increased fracture risk.
What is new: • This study demonstrates that even early glucose metabolism disorders are associated with reduced bone mineral density in CF patients. • Higher HbA1c levels were found to be associated with lower bone mineral density, highlighting the relationship between hyperglycemia and bone health in CF.
{"title":"Relationship between impaired glucose metabolism and bone mineral density in patients with cystic fibrosis.","authors":"Mert Uçar, Hande Turan, Azer Kılıç Başkan, İlayda Altun, Gökçe Velioğlu Haşlak, Hasan Karakaş, Zeynep Taşkın, Dilek Bingöl Aydın, Abdurrahman Zarif Güney, Ömer Faruk Beşer, Ayşe Ayzıt Kılınç Sakallı, Olcay Evliyaoğlu, Elvan Bayramoğlu","doi":"10.1007/s00431-025-06732-2","DOIUrl":"10.1007/s00431-025-06732-2","url":null,"abstract":"<p><p>Cystic fibrosis (CF) is a chronic genetic disorder characterized by pancreatic insufficiency and lung disease. Advancements in highly effective modulator therapies (HEMTs) have improved life expectancy, shifting the focus to endocrine comorbidities, such as CF-related diabetes (CFRD) and bone disease (CFRBD). Therefore, current guidelines recommend routine screening for diabetes and osteoporosis in people with cystic fibrosis (PwCF) starting from age of 10 years. Increased risk of osteoporosis has been shown in type 1 and type 2 diabetes; however, there are limited studies evaluating the impact of glucose metabolism disorders on osteoporosis in children with cystic fibrosis. Therefore, this study investigates the impact of glucose metabolism disorders on PwCF. This cross-sectional retrospective study included 81 PwCF, aged between 10 and 21 years, who were screened routinely for diabetes and bone metabolism between 2019 and 2024. Data on demographics, CFTR variants, glucose metabolism, and biochemical bone parameters, including calcium, phosphorus, ALP, PTH, vitamin D levels with bone mineral density (BMD) of L1-L4 lumber spine were analyzed. Cases were categorized as normal, indeterminate, impaired glucose tolerance (IGT), or CFRD based on OGTT. Statistical analyses were conducted to determine factors affecting BMD, including pairwise comparison and multivariate regression analysis. Of the 81 cases, 55 (67.9%) had normal glucose tolerance, 9 (11.1%) had indeterminate (INDET), 9 (11.1%) had impaired glucose tolerance (IGT), and 8 (9.9%) had CFRD. IGT and CFRD cases demonstrated significantly lower body mass index (BMI), lung function, and BMD z-score than the normal group (p < 0.05). HbA1c had the negative association with BMD z-score (β = -0.36 per %1 increase in HbA1c, p < 0.001), while elevated BMI levels had positive relation (β = 0.28 per 1 kg/m<sup>2</sup> increase in BMI, p = 0.009). HEMT showed no significant impact on glucose or bone metabolism, likely due to short treatment durations.</p><p><strong>Conclusions: </strong>Impaired glucose metabolism has a significant association with BMD in PwCF. Integrated monitoring of glucose and bone metabolism, along with a multidisciplinary approach is essential to optimize outcomes and reduce complications.</p><p><strong>What is known: </strong>• Cystic fibrosis-related diabetes (CFRD) is the most common non-pulmonary comorbidity in CF. • Impaired glucose metabolism has been associated with reduced bone mineral density and increased fracture risk.</p><p><strong>What is new: </strong>• This study demonstrates that even early glucose metabolism disorders are associated with reduced bone mineral density in CF patients. • Higher HbA1c levels were found to be associated with lower bone mineral density, highlighting the relationship between hyperglycemia and bone health in CF.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"84"},"PeriodicalIF":2.6,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12811283/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145988784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1007/s00431-026-06746-4
Alessandra Chiara Ferrari, Andrea Enzo Scaramuzza, Giulia Chiopris, Chiara Massari, Francesco Scaramuzzino, Anita Bernardi, Silvia Tarricone, Gloria Fumagalli, Antonella Scarda, Valentina Todescato, Christian Steuber, Elisa Giani, Sophie Testa, Claudio Cavalli
To evaluate the real-world impact of universal nirsevimab prophylaxis on the proportion of positive tests, seasonality, and severity of pediatric respiratory syncytial virus (RSV) infections and to explore the associated changes in respiratory virus seasonality. This is a retrospective, cohort study held in a single pediatric emergency department in a tertiary care hospital in Italy. We evaluated 758 children under 18 years of age presenting with respiratory symptoms who underwent multiplex PCR testing during three consecutive respiratory seasons (1 October to 30 April) from 2022 to 2025. Universal nirsevimab prophylaxis was implemented for infants in their first RSV season was broadly introduced in the 2024-2025 season starting November 1, 2024. Outcomes were compared between the pre-nirsevimab era (2022-2024) and the nirsevimab era (2024-2025). The primary outcome was the seasonal RSV positivity rate. Secondary outcomes included rates of hospitalisation, length of stay (LOS), requirement for respiratory support, and intensive care unit (ICU) admission. The proportion of RSV-positive tests decreased from a mean of 31.9% in the two pre-nirsevimab seasons to an overall 19.7% in the nirsevimab season. In infants aged 0-12 months, the rate fell from a mean of 45.4% to 19.9%. Among RSV-positive infants (0-12 months) in the 2024-2025 season, those who received nirsevimab (n = 12) had a shorter median hospital LOS (6.0 vs 8.5 days) and a lower requirement for high-level respiratory support (25.0% [3/12] vs 58.3% [14/24]) compared to unprotected infants (n = 24).
Conclusions: The introduction of a universal nirsevimab programme was associated with a substantial reduction in RSV positivity and the burden of severe disease. In this real-world setting, nirsevimab appeared to mitigate severe outcomes even in infants with breakthrough infections.
What is known: • Nirsevimab has demonstrated high efficacy in randomized controlled trials; however, real-world evidence regarding its impact onpopulation-level RSV positivity remains limited. • There is a paucity of data concerning the clinical characteristics and healthcare resource utilization associated with breakthrough infections following nirsevimab administration.
What is new: • Implementation of a universal program was associated with a significant decrease in RSV positivity and markedly milder breakthrough infections, characterized by shorter hospital stays and reduced need for respiratory support. • Protection was consistently observed across the 0-12 and 0-6 month cohorts, supporting the role of nirsevimab in mitigating severe disease and justifying its broad implementation to alleviate healthcare system burden.
评估普遍使用尼西维单抗预防对儿童呼吸道合胞病毒(RSV)感染阳性检测比例、季节性和严重程度的实际影响,并探讨呼吸道病毒季节性的相关变化。这是一项回顾性队列研究,在意大利一家三级医院的儿科急诊科进行。我们评估了758名18岁以下出现呼吸道症状的儿童,他们在2022年至2025年连续三个呼吸季节(10月1日至4月30日)进行了多重PCR检测。从2024年11月1日开始,在2024-2025年RSV流行季对婴儿实施了普遍的尼瑟维单抗预防。结果比较了nirsevimab前时代(2022-2024)和nirsevimab时代(2024-2025)。主要观察指标为季节性RSV阳性率。次要结局包括住院率、住院时间(LOS)、呼吸支持需求和重症监护病房(ICU)入住情况。rsv阳性检测的比例从尼瑟维单抗前两个季节的平均31.9%下降到尼瑟维单抗季节的总体19.7%。在0-12个月的婴儿中,这一比率从平均45.4%下降到19.9%。在2024-2025年rsv阳性婴儿(0-12个月)中,与未受保护的婴儿(n = 24)相比,接受nirsevimab治疗的婴儿(n = 12)的住院时间中位数较短(6.0 vs 8.5天),对高水平呼吸支持的需求较低(25.0% [3/12]vs 58.3%[14/24])。结论:普遍采用尼塞维单抗方案与RSV阳性和严重疾病负担的大幅降低有关。在这个现实世界的环境中,即使是突破性感染的婴儿,nirseimab似乎也能减轻严重的后果。•Nirsevimab在随机对照试验中显示出很高的疗效;然而,关于其对人群水平RSV阳性影响的实际证据仍然有限。•缺乏与尼西维单抗给药后突破性感染相关的临床特征和医疗资源利用的数据。新发现:•普遍规划的实施与RSV阳性的显著减少和明显较轻的突破性感染相关,其特点是住院时间较短,对呼吸支持的需求减少。•在0-12个月和0-6个月队列中一致观察到保护作用,支持nirsevimab在减轻严重疾病中的作用,并证明其广泛实施以减轻医疗保健系统负担。
{"title":"Real-world impact of nirsevimab on the epidemiology and severity of pediatric respiratory syncytial virus infections: a three-season cohort study in Italy.","authors":"Alessandra Chiara Ferrari, Andrea Enzo Scaramuzza, Giulia Chiopris, Chiara Massari, Francesco Scaramuzzino, Anita Bernardi, Silvia Tarricone, Gloria Fumagalli, Antonella Scarda, Valentina Todescato, Christian Steuber, Elisa Giani, Sophie Testa, Claudio Cavalli","doi":"10.1007/s00431-026-06746-4","DOIUrl":"https://doi.org/10.1007/s00431-026-06746-4","url":null,"abstract":"<p><p>To evaluate the real-world impact of universal nirsevimab prophylaxis on the proportion of positive tests, seasonality, and severity of pediatric respiratory syncytial virus (RSV) infections and to explore the associated changes in respiratory virus seasonality. This is a retrospective, cohort study held in a single pediatric emergency department in a tertiary care hospital in Italy. We evaluated 758 children under 18 years of age presenting with respiratory symptoms who underwent multiplex PCR testing during three consecutive respiratory seasons (1 October to 30 April) from 2022 to 2025. Universal nirsevimab prophylaxis was implemented for infants in their first RSV season was broadly introduced in the 2024-2025 season starting November 1, 2024. Outcomes were compared between the pre-nirsevimab era (2022-2024) and the nirsevimab era (2024-2025). The primary outcome was the seasonal RSV positivity rate. Secondary outcomes included rates of hospitalisation, length of stay (LOS), requirement for respiratory support, and intensive care unit (ICU) admission. The proportion of RSV-positive tests decreased from a mean of 31.9% in the two pre-nirsevimab seasons to an overall 19.7% in the nirsevimab season. In infants aged 0-12 months, the rate fell from a mean of 45.4% to 19.9%. Among RSV-positive infants (0-12 months) in the 2024-2025 season, those who received nirsevimab (n = 12) had a shorter median hospital LOS (6.0 vs 8.5 days) and a lower requirement for high-level respiratory support (25.0% [3/12] vs 58.3% [14/24]) compared to unprotected infants (n = 24).</p><p><strong>Conclusions: </strong>The introduction of a universal nirsevimab programme was associated with a substantial reduction in RSV positivity and the burden of severe disease. In this real-world setting, nirsevimab appeared to mitigate severe outcomes even in infants with breakthrough infections.</p><p><strong>What is known: </strong>• Nirsevimab has demonstrated high efficacy in randomized controlled trials; however, real-world evidence regarding its impact onpopulation-level RSV positivity remains limited. • There is a paucity of data concerning the clinical characteristics and healthcare resource utilization associated with breakthrough infections following nirsevimab administration.</p><p><strong>What is new: </strong>• Implementation of a universal program was associated with a significant decrease in RSV positivity and markedly milder breakthrough infections, characterized by shorter hospital stays and reduced need for respiratory support. • Protection was consistently observed across the 0-12 and 0-6 month cohorts, supporting the role of nirsevimab in mitigating severe disease and justifying its broad implementation to alleviate healthcare system burden.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"80"},"PeriodicalIF":2.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145988737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1007/s00431-025-06702-8
Sohier Yahia, Zahraa Abdelmoneim, Dina Ghozzy, Yahya Wahba, Hany M Abo-Haded
Neurofibromatosis type 1 (NF1) is an autosomal dominant syndrome caused by mutations in the NF1 gene. Although cardiac abnormalities have been observed in NF1, they are frequently overlooked due to a lack of routine cardiac surveillance. Myocardial strain imaging offers a sensitive and non-invasive method for detecting early subclinical myocardial dysfunction. This study aims to detect cardiac abnormalities in children with NF1 using conventional echocardiography, Doppler tissue imaging (DTI), and myocardial strain analysis. A case-control study was conducted on 38 asymptomatic children with clinically confirmed NF1 and 35 healthy, age- and sex-matched controls. All patients underwent ECG, conventional echocardiography, DTI, and two-dimensional speckle-tracking echocardiography. NF1 patients showed significantly decreased ejection fraction (p = 0.0009) and higher interventricular septal and posterior wall thickness during systole (p < 0.0001). DTI revealed reduced mitral systolic (Sm) and early diastolic (Em) velocities, longer isovolumic contraction and relaxation periods, and increased LV Tei index values (p < 0.0001), indicating combined systolic and diastolic dysfunction. Also, myocardial strain analysis in NF1 children revealed considerably lower peak systolic left ventricular global longitudinal strain (LVGLS) (p 0.0014), as well as lower peak systolic septal and lateral wall strain values (p 0.0046, 0.0027), respectively. Conclusion: Children with NF1 show early subclinical myocardial dysfunction, even when there is no hypertension or overt cardiac symptoms. These findings highlight the significance of frequent echocardiographic screening, including strain imaging, for the early diagnosis and longitudinal monitoring of heart function in NF1 children. What is Known: • Neurofibromatosis type 1 (NF1) is a multisystem syndrome that can involve the cardiovascular system. • Previous studies showed hypertrophic cardiac changes in NF1 patients, but data in children, especially those without hypertension, are limited, as routine echocardiography is not involved in NF1 management. What is New: • Our study revealed early subclinical myocardial dysfunction in NF1 children without the presence of hypertension or overt cardiac symptoms. • This emphasizes the potential of myocardial strain imaging as a sensitive tool for early detection of myocardial dysfunction in NF1 children, thereby supporting the need for routine echocardiographic surveillance in these patients.
{"title":"Unraveling cardiac anomalies in pediatric neurofibromatosis type 1: insights and implications.","authors":"Sohier Yahia, Zahraa Abdelmoneim, Dina Ghozzy, Yahya Wahba, Hany M Abo-Haded","doi":"10.1007/s00431-025-06702-8","DOIUrl":"10.1007/s00431-025-06702-8","url":null,"abstract":"<p><p>Neurofibromatosis type 1 (NF1) is an autosomal dominant syndrome caused by mutations in the NF1 gene. Although cardiac abnormalities have been observed in NF1, they are frequently overlooked due to a lack of routine cardiac surveillance. Myocardial strain imaging offers a sensitive and non-invasive method for detecting early subclinical myocardial dysfunction. This study aims to detect cardiac abnormalities in children with NF1 using conventional echocardiography, Doppler tissue imaging (DTI), and myocardial strain analysis. A case-control study was conducted on 38 asymptomatic children with clinically confirmed NF1 and 35 healthy, age- and sex-matched controls. All patients underwent ECG, conventional echocardiography, DTI, and two-dimensional speckle-tracking echocardiography. NF1 patients showed significantly decreased ejection fraction (p = 0.0009) and higher interventricular septal and posterior wall thickness during systole (p < 0.0001). DTI revealed reduced mitral systolic (Sm) and early diastolic (Em) velocities, longer isovolumic contraction and relaxation periods, and increased LV Tei index values (p < 0.0001), indicating combined systolic and diastolic dysfunction. Also, myocardial strain analysis in NF1 children revealed considerably lower peak systolic left ventricular global longitudinal strain (LVGLS) (p 0.0014), as well as lower peak systolic septal and lateral wall strain values (p 0.0046, 0.0027), respectively. Conclusion: Children with NF1 show early subclinical myocardial dysfunction, even when there is no hypertension or overt cardiac symptoms. These findings highlight the significance of frequent echocardiographic screening, including strain imaging, for the early diagnosis and longitudinal monitoring of heart function in NF1 children. What is Known: • Neurofibromatosis type 1 (NF1) is a multisystem syndrome that can involve the cardiovascular system. • Previous studies showed hypertrophic cardiac changes in NF1 patients, but data in children, especially those without hypertension, are limited, as routine echocardiography is not involved in NF1 management. What is New: • Our study revealed early subclinical myocardial dysfunction in NF1 children without the presence of hypertension or overt cardiac symptoms. • This emphasizes the potential of myocardial strain imaging as a sensitive tool for early detection of myocardial dysfunction in NF1 children, thereby supporting the need for routine echocardiographic surveillance in these patients.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"79"},"PeriodicalIF":2.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12808207/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145988888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Intra-amniotic inflammation and infection are common intrapartum conditions at term and represent a major cause of fetal and neonatal morbidity independent of hypoxia. These conditions trigger the fetal inflammatory response syndrome (FIRS), characterized by systemic cytokine activation, cardiovascular dysfunction, impaired thermoregulation, and neuroinflammation, which substantially increase the risk of early-onset neonatal sepsis, encephalopathy, and long-term neurological injury. The coexistence of inflammation and intrapartum hypoxic stress markedly amplifies fetal brain vulnerability. During labor, fetal inflammation is associated with specific cardiotocographic patterns that may precede metabolic acidemia. Early signs include unexplained fetal tachycardia or a progressive rise in baseline heart rate, often without preceding decelerations. With progression, loss of accelerations, abnormalities of baseline variability-including increased, reduced, or atypical sinusoidal patterns-and absence of sleep-wake cycling become evident. Decelerations may develop secondary to inflammation-related placental dysfunction, altered umbilical blood flow, and abnormal uterine contractility.
Conclusion: Prompt recognition of these intrapartum features allows early intervention through maternal temperature control, antibiotic therapy, and timely delivery when indicated. Early identification and management of fetal inflammation are essential to mitigate inflammation-mediated neonatal morbidity and adverse neurological outcomes.
What is known: • Intra-amniotic inflammation and infection during labor are common at term and are major contributors to fetal and neonatal morbidity. • Traditional intrapartum cardiotocography (CTG) interpretation is primarily focused on detecting hypoxia-related fetal compromise and may fail to recognize non-hypoxic inflammatory insults.
What is new: • Fetal exposure to intra-amniotic inflammation during labor can be identified antenatally through specific intrapartum cardiotocographic patterns, even in the absence of maternal clinical signs of infection. • The recognition of CTG features suggestive of fetal inflammation provides an opportunity for earlier intrapartum intervention, with potential to reduce neonatal sepsis, encephalopathy, and long-term neurological injury.
{"title":"Intrapartum recognition and management of fetal inflammation.","authors":"Elvira di Pasquo, Susana Pereira, Beatrice Valentini, Alessandra Familiari, Tullio Ghi","doi":"10.1007/s00431-025-06738-w","DOIUrl":"https://doi.org/10.1007/s00431-025-06738-w","url":null,"abstract":"<p><p>Intra-amniotic inflammation and infection are common intrapartum conditions at term and represent a major cause of fetal and neonatal morbidity independent of hypoxia. These conditions trigger the fetal inflammatory response syndrome (FIRS), characterized by systemic cytokine activation, cardiovascular dysfunction, impaired thermoregulation, and neuroinflammation, which substantially increase the risk of early-onset neonatal sepsis, encephalopathy, and long-term neurological injury. The coexistence of inflammation and intrapartum hypoxic stress markedly amplifies fetal brain vulnerability. During labor, fetal inflammation is associated with specific cardiotocographic patterns that may precede metabolic acidemia. Early signs include unexplained fetal tachycardia or a progressive rise in baseline heart rate, often without preceding decelerations. With progression, loss of accelerations, abnormalities of baseline variability-including increased, reduced, or atypical sinusoidal patterns-and absence of sleep-wake cycling become evident. Decelerations may develop secondary to inflammation-related placental dysfunction, altered umbilical blood flow, and abnormal uterine contractility.</p><p><strong>Conclusion: </strong> Prompt recognition of these intrapartum features allows early intervention through maternal temperature control, antibiotic therapy, and timely delivery when indicated. Early identification and management of fetal inflammation are essential to mitigate inflammation-mediated neonatal morbidity and adverse neurological outcomes.</p><p><strong>What is known: </strong>• Intra-amniotic inflammation and infection during labor are common at term and are major contributors to fetal and neonatal morbidity. • Traditional intrapartum cardiotocography (CTG) interpretation is primarily focused on detecting hypoxia-related fetal compromise and may fail to recognize non-hypoxic inflammatory insults.</p><p><strong>What is new: </strong>• Fetal exposure to intra-amniotic inflammation during labor can be identified antenatally through specific intrapartum cardiotocographic patterns, even in the absence of maternal clinical signs of infection. • The recognition of CTG features suggestive of fetal inflammation provides an opportunity for earlier intrapartum intervention, with potential to reduce neonatal sepsis, encephalopathy, and long-term neurological injury.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"81"},"PeriodicalIF":2.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145984791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1007/s00431-025-06679-4
Anna Stage, Emil Buch Fromberg, Peter Elsborg, Mette Røn Kristensen, Silje Mikkelsen, Mads Bølling, Mette Aadahl, Michelle Stahlhut
To assess the validity of the SENS motion® system (SENS) for measuring postures and movements in school-aged children with functional disabilities, using direct video observation as the criterion method. In this cross-sectional-study, 29 children (51.7% male, mean age 10.8 ± 2.9 years) from two special schools in Denmark participated. Each child wore a SENS device on the thigh while completing a standardized protocol of six categories: lying/sitting, standing, walking, running, cycling, and step count. All activities were video recorded. Video data were coded in 5-s epochs and aligned with SENS output. Agreement was assessed by comparing the observed time spent in each activity with the corresponding time estimated by SENS, expressed as mean values, standard deviations, mean differences, and percentage agreement. SENS showed excellent agreement for walking (93.2%) and lying/sitting (96.2%), good agreement for running (89.2%), and moderate agreement for standing (74.1%). Cycling was poorly detected, with only 6.4% agreement, as it was frequently misclassified as walking (50.8%) or lying/sitting (42.7%). Step counts were slightly overestimated by SENS (mean difference 7.2 steps). Overall, SENS tended to underestimate activity duration compared with the observation.
Conclusion: SENS demonstrated excellent to good validity for detecting lying/sitting, walking, and acceptable validity for running in children with functional disabilities, but moderate validity for standing and limited validity for cycling. These findings indicate that SENS may be useful for monitoring several common postures and activities in this population, though further algorithm refinement and broader validation are needed, particularly for cycling and postural transitions.
What is known: • Children with disabilities engage in less dynamic postures and more lying/sitting time than their peers without disabilities. • Accelerometer systems are typically validated in healthy populations, limiting accuracy in children with disabilities.
What is new: • SENS shows excellent to good validity for lying/sitting, walking, and running in children with functional disabilities. • SENS performs poorly for cycling and moderately for standing, highlighting the need for algorithm refinement.
{"title":"Validation of an accelerometer system for activity monitoring in children with functional disabilities.","authors":"Anna Stage, Emil Buch Fromberg, Peter Elsborg, Mette Røn Kristensen, Silje Mikkelsen, Mads Bølling, Mette Aadahl, Michelle Stahlhut","doi":"10.1007/s00431-025-06679-4","DOIUrl":"10.1007/s00431-025-06679-4","url":null,"abstract":"<p><p>To assess the validity of the SENS motion® system (SENS) for measuring postures and movements in school-aged children with functional disabilities, using direct video observation as the criterion method. In this cross-sectional-study, 29 children (51.7% male, mean age 10.8 ± 2.9 years) from two special schools in Denmark participated. Each child wore a SENS device on the thigh while completing a standardized protocol of six categories: lying/sitting, standing, walking, running, cycling, and step count. All activities were video recorded. Video data were coded in 5-s epochs and aligned with SENS output. Agreement was assessed by comparing the observed time spent in each activity with the corresponding time estimated by SENS, expressed as mean values, standard deviations, mean differences, and percentage agreement. SENS showed excellent agreement for walking (93.2%) and lying/sitting (96.2%), good agreement for running (89.2%), and moderate agreement for standing (74.1%). Cycling was poorly detected, with only 6.4% agreement, as it was frequently misclassified as walking (50.8%) or lying/sitting (42.7%). Step counts were slightly overestimated by SENS (mean difference 7.2 steps). Overall, SENS tended to underestimate activity duration compared with the observation.</p><p><strong>Conclusion: </strong> SENS demonstrated excellent to good validity for detecting lying/sitting, walking, and acceptable validity for running in children with functional disabilities, but moderate validity for standing and limited validity for cycling. These findings indicate that SENS may be useful for monitoring several common postures and activities in this population, though further algorithm refinement and broader validation are needed, particularly for cycling and postural transitions.</p><p><strong>What is known: </strong>• Children with disabilities engage in less dynamic postures and more lying/sitting time than their peers without disabilities. • Accelerometer systems are typically validated in healthy populations, limiting accuracy in children with disabilities.</p><p><strong>What is new: </strong>• SENS shows excellent to good validity for lying/sitting, walking, and running in children with functional disabilities. • SENS performs poorly for cycling and moderately for standing, highlighting the need for algorithm refinement.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"78"},"PeriodicalIF":2.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12808203/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145984728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p><p>Childhood obesity is the main driver of early metabolic risk, predisposing to cardiovascular disease (CVD) and type 2 diabetes (T2D), which cause millions of deaths worldwide. Their progression is influenced by biological, behavioral, and environmental factors. Digital Twin Systems (DTS) offer innovative ways to monitor and predict cardiometabolic risk. This work presents a prototype digital twin platform called PODiaCarD designed for managing pediatric obesity and related cardiometabolic complications. The system integrates clinical, anthropometric, and lifestyle data with machine learning to estimate outcomes in youth. Built on a three-layer architecture (frontend, backend, predictive engine), PODiaCarD ensures scalability, observability, and reproducibility while enabling continuous model improvement. Models, trained on the PODiaCar project dataset (n = 552, 12.2 ± 2.9 years) with cross-validation and target-specific algorithms, predict eight key metabolic outcomes. The infrastructure follows privacy-by-design and GDPR standards, ensuring security, auditability, and clinical compliance. PODiaCarD achieved excellent performance for TyG index (F1 = 0.975 ± 0.014, random forest) and solid results for HbA1C (F1 = 0.844 ± 0.028, random forest). Moderate accuracy was observed for HOMA (F1 = 0.670 ± 0.070, Gradient Boosting). In contrast, models for blood pressure (R<sup>2</sup> = 0.05-0.21; F1 = 0.446 ± 0.045) and glycemia (F1 = 0.113 ± 0.113) showed poor predictive capacity, while insulin regression (R<sup>2</sup> = 0.211) remained limited, highlighting the need for richer datasets.</p><p><strong>Conclusions: </strong> PODiaCarD is a promising tool for managing pediatric obesity and complications. It integrates clinical, anthropometric, and behavioral data with ML-based models to support pediatricians in early risk detection, dynamic monitoring, and personalized prevention. Its federated design allows continuous dataset growth and improved predictive performance, strengthening its role in pediatric cardiometabolic care.</p><p><strong>What is known: </strong>• Pediatric obesity is a major early driver of cardiometabolic risk; body mass index, waist circumference, and lipid profile are key indicators of insulin resistance, type 2 diabetes, and cardiovascular diseases. Existing pediatric predictive models are often static and limited in longitudinal integration. • Digital Twin Systems enable dynamic monitoring and "what-if" simulations in healthcare, but cardiometabolic applications in pediatric populations remain scarce and insufficiently validated.</p><p><strong>What is new: </strong>• PODiaCarD introduces a federated pediatric digital twin that integrates clinical, anthropometric, and lifestyle data with machine learning to dynamically update individual cardiometabolic risk profiles over time. • The platform achieves strong performance for insulin resistance surrogates and HbA1c prediction, provides explainable AI outputs, ensures privacy-by-
{"title":"PODiaCarD: a prototype of a digital twin platform for the management of pediatric obesity and related cardiometabolic complications.","authors":"Valeria Calcaterra, Umberto Ciriello, Samuele Medici, Valter Pagani, Cristina Campoy, Lucia Labati, Virginia Rossi, Mireia Escudero-Marin, Matteo Vandoni, Camilo Corbellini, Elvira Verduci, Luca Marin, Rocio Bonillo-Leon, Khatija Bahdur, Alessandro Gatti, Giulia Fiore, Vittoria Carnevale Pellino, Savina Mannarino, Gianvincenzo Zuccotti","doi":"10.1007/s00431-025-06708-2","DOIUrl":"https://doi.org/10.1007/s00431-025-06708-2","url":null,"abstract":"<p><p>Childhood obesity is the main driver of early metabolic risk, predisposing to cardiovascular disease (CVD) and type 2 diabetes (T2D), which cause millions of deaths worldwide. Their progression is influenced by biological, behavioral, and environmental factors. Digital Twin Systems (DTS) offer innovative ways to monitor and predict cardiometabolic risk. This work presents a prototype digital twin platform called PODiaCarD designed for managing pediatric obesity and related cardiometabolic complications. The system integrates clinical, anthropometric, and lifestyle data with machine learning to estimate outcomes in youth. Built on a three-layer architecture (frontend, backend, predictive engine), PODiaCarD ensures scalability, observability, and reproducibility while enabling continuous model improvement. Models, trained on the PODiaCar project dataset (n = 552, 12.2 ± 2.9 years) with cross-validation and target-specific algorithms, predict eight key metabolic outcomes. The infrastructure follows privacy-by-design and GDPR standards, ensuring security, auditability, and clinical compliance. PODiaCarD achieved excellent performance for TyG index (F1 = 0.975 ± 0.014, random forest) and solid results for HbA1C (F1 = 0.844 ± 0.028, random forest). Moderate accuracy was observed for HOMA (F1 = 0.670 ± 0.070, Gradient Boosting). In contrast, models for blood pressure (R<sup>2</sup> = 0.05-0.21; F1 = 0.446 ± 0.045) and glycemia (F1 = 0.113 ± 0.113) showed poor predictive capacity, while insulin regression (R<sup>2</sup> = 0.211) remained limited, highlighting the need for richer datasets.</p><p><strong>Conclusions: </strong> PODiaCarD is a promising tool for managing pediatric obesity and complications. It integrates clinical, anthropometric, and behavioral data with ML-based models to support pediatricians in early risk detection, dynamic monitoring, and personalized prevention. Its federated design allows continuous dataset growth and improved predictive performance, strengthening its role in pediatric cardiometabolic care.</p><p><strong>What is known: </strong>• Pediatric obesity is a major early driver of cardiometabolic risk; body mass index, waist circumference, and lipid profile are key indicators of insulin resistance, type 2 diabetes, and cardiovascular diseases. Existing pediatric predictive models are often static and limited in longitudinal integration. • Digital Twin Systems enable dynamic monitoring and \"what-if\" simulations in healthcare, but cardiometabolic applications in pediatric populations remain scarce and insufficiently validated.</p><p><strong>What is new: </strong>• PODiaCarD introduces a federated pediatric digital twin that integrates clinical, anthropometric, and lifestyle data with machine learning to dynamically update individual cardiometabolic risk profiles over time. • The platform achieves strong performance for insulin resistance surrogates and HbA1c prediction, provides explainable AI outputs, ensures privacy-by-","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"77"},"PeriodicalIF":2.6,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145965759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1007/s00431-025-06725-1
Nora C Carpay, Kim Kamphorst, Arine M Vlieger, Ruurd M van Elburg
Dysbiosis in early life has been associated with the development of atopic diseases. In the INCA study, antibiotic treatment in the first week of life was associated with wheezing at 1 year and food allergies at 4-6 years. This follow-up study investigates whether these associations persist at age 9-12, and whether new associations with other atopic diseases have developed. The INCA cohort consisted of 436 children included in 2012-2015 to investigate the long-term effects of antibiotic treatment in the first week of life. Term-born infants from four Dutch hospitals were included, of which 151 received intravenous antibiotics in their first week of life due to suspected early-onset sepsis (AB+), and 285 were unexposed infants (AB-). In the 9-12-year follow-up study, parents and children filled out questionnaires on atopic diseases. Furthermore, general practitioners' diagnoses were collected. The follow-up questionnaire was completed by 314 participants. Parental-reported and test-confirmed food allergies were more prevalent in AB+ children compared to AB- (unadjusted odds ratio (OR) 3.52, 95% confidence interval (CI) 1.50-8.25 and OR 6.6, 95% CI 1.3-32, respectively). However, no significant differences existed between AB+ and AB- in the incidence of asthma (OR 0.73, 95% CI 0.25-2.1) or inhalant allergies (OR 1.03, 95% CI 0.554-1.91). The "any allergy" diagnosis by general practitioners was more prevalent in AB+ than AB- (OR 3.0, 95% CI 1.2-7.6).
Conclusions: Antibiotic treatment in the first week of life is associated with food allergies at ages 9-12, but not with asthma, inhalant allergies, or eczema.
What is known: • Correlations have been observed between early life antibiotics exposure (< 2 years of age) and the development of atopic diseases such as asthma, eczema, and allergies. • Antibiotics exposure specifically in the first week of life has been associated with an increased risk of wheezing at age 1 and food allergies at ages 4-6.
What is new: • Antibiotics in the first week of life are still associated with food allergies at ages 9-12, but not with airway atopy (asthma, hay fever, or inhalant allergies). • The results of this study suggest that there may be different mechanisms involved in the development of food vs. inhalant allergies, and further research is needed to determine how these diseases develop and how to prevent this.
生命早期的生态失调与特应性疾病的发展有关。在INCA的研究中,出生后第一周的抗生素治疗与1岁时的喘息和4-6岁时的食物过敏有关。这项后续研究调查了这些关联是否在9-12岁时持续存在,以及是否与其他特应性疾病产生了新的关联。INCA队列包括2012-2015年纳入的436名儿童,以调查生命第一周抗生素治疗的长期影响。研究纳入了来自荷兰四家医院的足月婴儿,其中151名因疑似早发性败血症(AB+)而在出生后第一周接受静脉注射抗生素,285名未接触抗生素的婴儿(AB-)。在9-12年的随访研究中,父母和孩子填写了有关特应性疾病的问卷。此外,收集全科医生的诊断。314名参与者完成了随访问卷。父母报告和测试证实的食物过敏在AB+儿童中比AB-儿童更普遍(未调整比值比(OR) 3.52, 95%置信区间(CI) 1.50-8.25, OR 6.6, 95% CI 1.3-32)。然而,AB+和AB-在哮喘(OR 0.73, 95% CI 0.25-2.1)或吸入性过敏(OR 1.03, 95% CI 0.554-1.91)的发生率上没有显著差异。全科医生的“任何过敏”诊断在AB+中比AB-更普遍(OR 3.0, 95% CI 1.2-7.6)。结论:出生第一周的抗生素治疗与9-12岁的食物过敏有关,但与哮喘、吸入性过敏或湿疹无关。•观察到生命早期抗生素暴露之间的相关性(新发现:•生命第一周的抗生素仍然与9-12岁的食物过敏有关,但与气道特应性(哮喘,花粉热或吸入性过敏)无关。•这项研究的结果表明,食物过敏和吸入物过敏的发展可能有不同的机制,需要进一步的研究来确定这些疾病是如何发展的,以及如何预防。
{"title":"Antibiotics in the first week of life and the association with atopic diseases at ages 9-12: a prospective cohort study.","authors":"Nora C Carpay, Kim Kamphorst, Arine M Vlieger, Ruurd M van Elburg","doi":"10.1007/s00431-025-06725-1","DOIUrl":"10.1007/s00431-025-06725-1","url":null,"abstract":"<p><p>Dysbiosis in early life has been associated with the development of atopic diseases. In the INCA study, antibiotic treatment in the first week of life was associated with wheezing at 1 year and food allergies at 4-6 years. This follow-up study investigates whether these associations persist at age 9-12, and whether new associations with other atopic diseases have developed. The INCA cohort consisted of 436 children included in 2012-2015 to investigate the long-term effects of antibiotic treatment in the first week of life. Term-born infants from four Dutch hospitals were included, of which 151 received intravenous antibiotics in their first week of life due to suspected early-onset sepsis (AB+), and 285 were unexposed infants (AB-). In the 9-12-year follow-up study, parents and children filled out questionnaires on atopic diseases. Furthermore, general practitioners' diagnoses were collected. The follow-up questionnaire was completed by 314 participants. Parental-reported and test-confirmed food allergies were more prevalent in AB+ children compared to AB- (unadjusted odds ratio (OR) 3.52, 95% confidence interval (CI) 1.50-8.25 and OR 6.6, 95% CI 1.3-32, respectively). However, no significant differences existed between AB+ and AB- in the incidence of asthma (OR 0.73, 95% CI 0.25-2.1) or inhalant allergies (OR 1.03, 95% CI 0.554-1.91). The \"any allergy\" diagnosis by general practitioners was more prevalent in AB+ than AB- (OR 3.0, 95% CI 1.2-7.6).</p><p><strong>Conclusions: </strong> Antibiotic treatment in the first week of life is associated with food allergies at ages 9-12, but not with asthma, inhalant allergies, or eczema.</p><p><strong>What is known: </strong>• Correlations have been observed between early life antibiotics exposure (< 2 years of age) and the development of atopic diseases such as asthma, eczema, and allergies. • Antibiotics exposure specifically in the first week of life has been associated with an increased risk of wheezing at age 1 and food allergies at ages 4-6.</p><p><strong>What is new: </strong>• Antibiotics in the first week of life are still associated with food allergies at ages 9-12, but not with airway atopy (asthma, hay fever, or inhalant allergies). • The results of this study suggest that there may be different mechanisms involved in the development of food vs. inhalant allergies, and further research is needed to determine how these diseases develop and how to prevent this.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"76"},"PeriodicalIF":2.6,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145965793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-13DOI: 10.1007/s00431-025-06740-2
Bianca van Vreeswijk, Sijmen A Reijneveld, Netty Bos-Veneman
Childhood vaccination is a very effective public health intervention. Fear of pain during vaccination reduces vaccine willingness and can be addressed by interventions. We aimed to identify behavioural determinants of the use of pain-reducing interventions by Preventive Child Healthcare (PCH) physicians and nurses and the associations of sociodemographic characteristics with these behavioural determinants. We invited all PCH professionals of one municipal health service (Groningen, the Netherlands; n = 180) to fill in an online questionnaire on behavioural determinants of the use of pain-reducing interventions, based on the ASE (Attitude-Social influence-self-Efficacy) model of behaviour. We evaluated the associations of their background characteristics with their responses using logistic regression analyses. Of the 83 PCH professionals, 95% considered it important to reduce pain during vaccination, 90% intended to liaise with children and parents about pain mitigation, and 85% reported a high self-efficacy regarding the use of pain-reducing interventions. Lack of time and knowledge about pain reduction, and difficulties in the use of pain mitigation were negatively associated with the use of pain-reducing interventions. Nurses were more likely than physicians to liaise with children and parents about pain mitigation during vaccination (odds ratio, 95% confidence interval 8.86, 1.62 to 48.4) and believe they are competent to mitigate pain during vaccination (6.27, 1.65 to 23.9).
Conclusion: Most PCH professionals acknowledge the importance of reducing pain during vaccination but experience various barriers in the use of pain-reducing interventions. Education of professionals might contribute to the adherence to guidelines regarding pain reduction.
What is known: • Childhood vaccination is a very effective public health intervention. • Fear of pain during vaccination reduces vaccine willingness and can be addressed by interventions.
What is new: • Most Preventive Child Healthcare physicians and nurses acknowledge the importance of reducing pain during vaccination but experience various barriers in the use of pain-reducing interventions. • Education of professionals might contribute to the adherence to guidelines regarding pain reduction.
{"title":"Behavioural determinants of the use of pain-reducing interventions-a survey among professionals who vaccinate children.","authors":"Bianca van Vreeswijk, Sijmen A Reijneveld, Netty Bos-Veneman","doi":"10.1007/s00431-025-06740-2","DOIUrl":"10.1007/s00431-025-06740-2","url":null,"abstract":"<p><p>Childhood vaccination is a very effective public health intervention. Fear of pain during vaccination reduces vaccine willingness and can be addressed by interventions. We aimed to identify behavioural determinants of the use of pain-reducing interventions by Preventive Child Healthcare (PCH) physicians and nurses and the associations of sociodemographic characteristics with these behavioural determinants. We invited all PCH professionals of one municipal health service (Groningen, the Netherlands; n = 180) to fill in an online questionnaire on behavioural determinants of the use of pain-reducing interventions, based on the ASE (Attitude-Social influence-self-Efficacy) model of behaviour. We evaluated the associations of their background characteristics with their responses using logistic regression analyses. Of the 83 PCH professionals, 95% considered it important to reduce pain during vaccination, 90% intended to liaise with children and parents about pain mitigation, and 85% reported a high self-efficacy regarding the use of pain-reducing interventions. Lack of time and knowledge about pain reduction, and difficulties in the use of pain mitigation were negatively associated with the use of pain-reducing interventions. Nurses were more likely than physicians to liaise with children and parents about pain mitigation during vaccination (odds ratio, 95% confidence interval 8.86, 1.62 to 48.4) and believe they are competent to mitigate pain during vaccination (6.27, 1.65 to 23.9).</p><p><strong>Conclusion: </strong> Most PCH professionals acknowledge the importance of reducing pain during vaccination but experience various barriers in the use of pain-reducing interventions. Education of professionals might contribute to the adherence to guidelines regarding pain reduction.</p><p><strong>What is known: </strong>• Childhood vaccination is a very effective public health intervention. • Fear of pain during vaccination reduces vaccine willingness and can be addressed by interventions.</p><p><strong>What is new: </strong>• Most Preventive Child Healthcare physicians and nurses acknowledge the importance of reducing pain during vaccination but experience various barriers in the use of pain-reducing interventions. • Education of professionals might contribute to the adherence to guidelines regarding pain reduction.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"74"},"PeriodicalIF":2.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12795855/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-13DOI: 10.1007/s00431-025-06731-3
Fuzhi Lin, Yufei Peng, Xiaowei Chen, Wei Wu, Yong Fu
Early identification of children at high risk for moderate-to-severe obstructive sleep apnea (OSA) is crucial for timely intervention, yet is often hindered by limited access to polysomnography (PSG). We aimed to develop an interpretable clinical prediction model using easily obtainable clinical and inflammatory biomarkers to distinguish moderate-to-severe from mild pediatric OSA. We conducted a retrospective study of 164 children diagnosed with OSA by PSG. From multiple biomarkers and clinical variables, least absolute shrinkage and selection operator (LASSO) regression was employed to select the most predictive features. A multivariable logistic regression model was built and presented as an interpretable nomogram. Model performance was evaluated via bootstrap validation assessing discrimination, calibration, and clinical utility. The LASSO algorithm identified eight core predictors: female, tonsil size grades 3 and 4, adenoid-to-nasopharynx ratio (A/N ratio), IgE, IL-4, IL-6, and IL-10. The final model demonstrated robust performance, with a bootstrap-corrected AUC of 0.763 (95%CI 0.690-0.836). Decision curve analysis confirmed the model's clinical utility.
Conclusion: We developed an explainable nomogram that integrates upper airway anatomy, allergic, sex, and specific inflammatory cytokines. This tool provides clinicians with a practical, non-invasive method for individualized risk assessment, facilitating the identification of children with moderate-to-severe OSA who may benefit from prioritized diagnosis and intervention.
What is known: • Polysomnography(PSG) is the gold standard for diagnosing pediatric obstructive sleep apnea (OSA) but has limited accessibility, hindering the early identification of children at risk for moderate-to-severe disease.
What is new: • We developed an explainable nomogram that integrates sex, tonsil size, adenoid hypertrophy, allergy (IgE), and specific inflammatory cytokines (IL-4, IL-6, IL-10) to provide a practical, noninvasive tool for individualized risk assessment of moderate-to-severe OSA in children.
{"title":"Development of an explainable prediction model for the risk of moderate-to-severe obstructive sleep apnea in children.","authors":"Fuzhi Lin, Yufei Peng, Xiaowei Chen, Wei Wu, Yong Fu","doi":"10.1007/s00431-025-06731-3","DOIUrl":"https://doi.org/10.1007/s00431-025-06731-3","url":null,"abstract":"<p><p>Early identification of children at high risk for moderate-to-severe obstructive sleep apnea (OSA) is crucial for timely intervention, yet is often hindered by limited access to polysomnography (PSG). We aimed to develop an interpretable clinical prediction model using easily obtainable clinical and inflammatory biomarkers to distinguish moderate-to-severe from mild pediatric OSA. We conducted a retrospective study of 164 children diagnosed with OSA by PSG. From multiple biomarkers and clinical variables, least absolute shrinkage and selection operator (LASSO) regression was employed to select the most predictive features. A multivariable logistic regression model was built and presented as an interpretable nomogram. Model performance was evaluated via bootstrap validation assessing discrimination, calibration, and clinical utility. The LASSO algorithm identified eight core predictors: female, tonsil size grades 3 and 4, adenoid-to-nasopharynx ratio (A/N ratio), IgE, IL-4, IL-6, and IL-10. The final model demonstrated robust performance, with a bootstrap-corrected AUC of 0.763 (95%CI 0.690-0.836). Decision curve analysis confirmed the model's clinical utility.</p><p><strong>Conclusion: </strong> We developed an explainable nomogram that integrates upper airway anatomy, allergic, sex, and specific inflammatory cytokines. This tool provides clinicians with a practical, non-invasive method for individualized risk assessment, facilitating the identification of children with moderate-to-severe OSA who may benefit from prioritized diagnosis and intervention.</p><p><strong>What is known: </strong>• Polysomnography(PSG) is the gold standard for diagnosing pediatric obstructive sleep apnea (OSA) but has limited accessibility, hindering the early identification of children at risk for moderate-to-severe disease.</p><p><strong>What is new: </strong>• We developed an explainable nomogram that integrates sex, tonsil size, adenoid hypertrophy, allergy (IgE), and specific inflammatory cytokines (IL-4, IL-6, IL-10) to provide a practical, noninvasive tool for individualized risk assessment of moderate-to-severe OSA in children.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"75"},"PeriodicalIF":2.6,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The aim of this study is to systematically compare binocular gaming with conventional occlusion therapy for visual acuity improvement in childhood amblyopia. We conducted a systematic review and meta-analysis according to PRISMA 2020 guidelines (PROSPERO CRD420251080735). PubMed, Scopus, Cochrane Library, and Google Scholar were searched through June 2025 for randomized controlled trials in children aged 3-18 years with unilateral amblyopia. The primary outcome was best-corrected visual acuity improvement, expressed as standardized mean difference (SMD). A random-effects model was applied with subgroup analyses by treatment duration, sample size, and patient characteristics. Nine RCTs, including 986 children, met the inclusion criteria. Pooled analysis showed no significant difference between binocular gaming and patching (SMD 0.05, 95% CI - 0.2 to 0.3, p = 0.68) with substantial heterogeneity (I2 = 65%). Subgroup analyses revealed time-dependent effects: short-duration trials (≤ 6 weeks) favored binocular gaming (SMD 0.35, 95% CI 0.05-0.65, p = 0.02), medium-duration trials (8-12 weeks) showed no significant benefit, while long-duration trials (> 12 weeks) favored patching (SMD - 0.47, 95% CI - 0.72 to - 0.22, p < 0.001). Larger, high-quality trials consistently supported patching. Publication bias analysis indicated small-study effects, with trim-and-fill suggesting the true effect may favor patching (adjusted SMD - 0.15).
Conclusion: Binocular gaming may provide short-term benefits, but robust evidence indicates patching is superior for long-term outcomes. After adequate refractive correction, conventional occlusion therapy remains the recommended first-line active treatment for amblyopia. Binocular gaming may be considered as an adjunct or alternative for children who are unable to comply with patching.
What is known: • Patching is an effective standard treatment for childhood amblyopia. • Evidence for binocular gaming compared with patching has been inconsistent.
What is new: • Binocular gaming shows short-term benefit, but patching is superior long term. • High-quality trials support patching as first-line; gaming may be an adjunct.
本研究的目的是系统地比较双目游戏与常规遮挡治疗对儿童弱视视力改善的影响。我们根据PRISMA 2020指南(PROSPERO CRD420251080735)进行了系统评价和荟萃分析。PubMed、Scopus、Cochrane Library和谷歌Scholar检索了截至2025年6月的3-18岁单侧弱视儿童的随机对照试验。主要结果是最佳矫正视力改善,用标准化平均差(SMD)表示。采用随机效应模型,根据治疗时间、样本量和患者特征进行亚组分析。9项随机对照试验,包括986名儿童,符合纳入标准。综合分析显示,双目游戏和打补丁之间无显著差异(SMD 0.05, 95% CI - 0.2 ~ 0.3, p = 0.68),存在显著异质性(I2 = 65%)。亚组分析揭示了时间依赖性效应:短时间试验(≤6周)有利于双目游戏(SMD = 0.35, 95% CI = 0.05-0.65, p = 0.02),中时间试验(8-12周)没有明显的益处,而长时间试验(bb0 12周)有利于补片(SMD = 0.47, 95% CI = 0.72 - 0.22, p)。结论:双目游戏可能提供短期益处,但有力的证据表明补片对长期结果更有利。在充分的屈光矫正后,传统的遮挡治疗仍然是弱视推荐的一线积极治疗方法。双眼游戏可以被认为是一个辅助或替代儿童谁不能遵守补丁。已知情况:•贴片是儿童弱视的有效标准治疗方法。•与打补丁相比,双目游戏的证据并不一致。创新点:•双目游戏显示出短期收益,但补丁更具有长期优势。•高质量的试验支持打补丁作为一线;游戏可能是一种辅助手段。
{"title":"Short- and long-term outcomes of binocular gaming versus patching in childhood amblyopia: a systematic review and meta-analysis.","authors":"Luksanaporn Krungkraipetch, Dutdao Supajitgulchai, Angkhana Assawaboonyadech, Warisanan Puranawit, Kitti Krungkraipetch","doi":"10.1007/s00431-025-06728-y","DOIUrl":"10.1007/s00431-025-06728-y","url":null,"abstract":"<p><p>The aim of this study is to systematically compare binocular gaming with conventional occlusion therapy for visual acuity improvement in childhood amblyopia. We conducted a systematic review and meta-analysis according to PRISMA 2020 guidelines (PROSPERO CRD420251080735). PubMed, Scopus, Cochrane Library, and Google Scholar were searched through June 2025 for randomized controlled trials in children aged 3-18 years with unilateral amblyopia. The primary outcome was best-corrected visual acuity improvement, expressed as standardized mean difference (SMD). A random-effects model was applied with subgroup analyses by treatment duration, sample size, and patient characteristics. Nine RCTs, including 986 children, met the inclusion criteria. Pooled analysis showed no significant difference between binocular gaming and patching (SMD 0.05, 95% CI - 0.2 to 0.3, p = 0.68) with substantial heterogeneity (I<sup>2</sup> = 65%). Subgroup analyses revealed time-dependent effects: short-duration trials (≤ 6 weeks) favored binocular gaming (SMD 0.35, 95% CI 0.05-0.65, p = 0.02), medium-duration trials (8-12 weeks) showed no significant benefit, while long-duration trials (> 12 weeks) favored patching (SMD - 0.47, 95% CI - 0.72 to - 0.22, p < 0.001). Larger, high-quality trials consistently supported patching. Publication bias analysis indicated small-study effects, with trim-and-fill suggesting the true effect may favor patching (adjusted SMD - 0.15).</p><p><strong>Conclusion: </strong>Binocular gaming may provide short-term benefits, but robust evidence indicates patching is superior for long-term outcomes. After adequate refractive correction, conventional occlusion therapy remains the recommended first-line active treatment for amblyopia. Binocular gaming may be considered as an adjunct or alternative for children who are unable to comply with patching.</p><p><strong>What is known: </strong>• Patching is an effective standard treatment for childhood amblyopia. • Evidence for binocular gaming compared with patching has been inconsistent.</p><p><strong>What is new: </strong>• Binocular gaming shows short-term benefit, but patching is superior long term. • High-quality trials support patching as first-line; gaming may be an adjunct.</p>","PeriodicalId":11997,"journal":{"name":"European Journal of Pediatrics","volume":"185 2","pages":"73"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}