medRxiv - Pediatrics最新文献

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Co-existing mental and somatic conditions in Swedish children with the avoidant restrictive food intake disorder phenotype 患有回避型限制性食物摄入障碍表型的瑞典儿童同时存在的精神和躯体疾病
medRxiv - Pediatrics Pub Date : 2024-03-15 DOI: 10.1101/2024.03.10.24304003
Marie-Louis Wronski, Ralf Kuja-Halkola, Elin Hedlund, Miriam I. Martini, Paul Lichtenstein, Sebastian Lundstroem, Henrik Larsson, Mark J. Taylor, Nadia Micali, Cynthia M. Bulik, Lisa Dinkler
{"title":"Co-existing mental and somatic conditions in Swedish children with the avoidant restrictive food intake disorder phenotype","authors":"Marie-Louis Wronski, Ralf Kuja-Halkola, Elin Hedlund, Miriam I. Martini, Paul Lichtenstein, Sebastian Lundstroem, Henrik Larsson, Mark J. Taylor, Nadia Micali, Cynthia M. Bulik, Lisa Dinkler","doi":"10.1101/2024.03.10.24304003","DOIUrl":"https://doi.org/10.1101/2024.03.10.24304003","url":null,"abstract":"Background: Avoidant restrictive food intake disorder (ARFID) is a feeding and eating disorder, characterized by limited variety and/or quantity of food intake impacting physical health and psychosocial functioning. Children with ARFID often present with a range of psychiatric and somatic symptoms, and therefore consult various pediatric subspecialties; large-scale studies mapping comorbidities are however lacking. To characterize health care needs of people with ARFID, we systematically investigated ARFID-related mental and somatic conditions in 616 children with ARFID and >30,000 children without ARFID.\u0000Methods: In a Swedish twin cohort, we identified the ARFID phenotype in 6-12-year-old children based on parent-reports and register data. From >1,000 diagnostic ICD-codes, we specified mental and somatic conditions within/across ICD-chapters, number of distinct per-person diagnoses, and inpatient treatment days between birth and 18th birthday (90 outcomes). Hazard ratios (HR) and incidence rate ratios (IRR) were calculated. Findings: Relative risks of neurodevelopmental, gastrointestinal, endocrine/metabolic, respiratory, neurological, and allergic disorders were substantially increased in ARFID (e.g., autism HR[CI95%]=9.7[7.5-12.5], intellectual disability 10.3[7.6-13.9], gastroesophageal reflux disease 6.7[4.6-9.9], pituitary conditions 5.6[2.7-11.3], chronic lower respiratory diseases 4.9[2.4-10.1], epilepsy 5.8[4.1-8.2]). ARFID was not associated with elevated risks of autoimmune illnesses and obsessive-compulsive disorder. Children with ARFID had a significantly higher number of distinct mental diagnoses (IRR[CI95%]=4.7[4.0-5.4]) and longer duration of hospitalizations (IRR[CI95%]=5.5[1.7-17.6]) compared with children without ARFID. Children with ARFID were diagnosed earlier with a mental condition than children without ARFID. No sex-specific differences emerged. Interpretation: This study yields the broadest and most detailed evidence of co-existing mental and somatic conditions in the largest sample of children with ARFID to date. Findings suggest a complex pattern of health needs in youth with ARFID, underscoring the critical importance of attention to the illness across all pediatric specialties.\u0000Funding: Fredrik and Ingrid Thurings Foundation, Mental Health Foundation.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"84 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140147999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sex differences in symptoms following the administration of BNT162b2 mRNA Covid-19 Vaccine in Children below 5 Years of age in Germany (CoVacU5): a retrospective cohort study 德国 5 岁以下儿童接种 BNT162b2 mRNA Covid-19 疫苗(CoVacU5)后症状的性别差异:一项回顾性队列研究
medRxiv - Pediatrics Pub Date : 2024-03-13 DOI: 10.1101/2024.03.08.24303999
Jeanne Moor, Nicole Toepfner, Wolfgang C. G. von Meissner, Reinhard Berner, Matthias B. Moor, Karolina Kublickiene, Christoph Strumann, Cho-Ming Chao
{"title":"Sex differences in symptoms following the administration of BNT162b2 mRNA Covid-19 Vaccine in Children below 5 Years of age in Germany (CoVacU5): a retrospective cohort study","authors":"Jeanne Moor, Nicole Toepfner, Wolfgang C. G. von Meissner, Reinhard Berner, Matthias B. Moor, Karolina Kublickiene, Christoph Strumann, Cho-Ming Chao","doi":"10.1101/2024.03.08.24303999","DOIUrl":"https://doi.org/10.1101/2024.03.08.24303999","url":null,"abstract":"Background\u0000Sex differences exist not only in the efficacy but also in adverse event rates of many vaccines. Here we compared the safety of BNT162b2 vaccine administered off-label in female and male children younger than 5 years in Germany. Methods\u0000This is a retrospective cohort study, in which we performed a post-hoc analysis of a dataset collected through an authentication-based survey of individuals having registered children aged 0-<5 years for vaccination against SARS-CoV-2 in six private practices and/or two lay person-initiated vaccination campaigns. We analyzed the safety profiles of the first 3 doses of 3-10μg BNT162b2. Primary outcome was comparison in frequencies of 4 common post-vaccination symptom categories such as local, general, musculoskeletal symptoms and fever. Data were analyzed according to sex in bivariate analyses and regression models adjusting for age, weight, and dosage. Interaction between sex and BNT162b2 dosage was assessed. An active-comparator analysis was applied to compare post-vaccination symptoms after BNT162b2 versus non-SARS-CoV-2 vaccines. Results\u0000The dataset for the present analysis consisted of 7801 participants including 3842 females (49%) and 3977 males (51%) with an age of 3 years (median, interquartile: 2 years). Among individuals receiving 3μg BNT162b2, no sex differences were noted, but after a first dose of 5 or 10μg BNT162b2, local injection-site symptoms were more prevalent in girls compared to boys. In logistic regression, female sex was associated with higher odds of local symptoms, odds ratio (OR) of 1.33 (95% confidence interval [CI]: 1.15-1.55, p<0.05) and general symptoms with OR 1.21 (95% CI: 1.01-1.44, p<0.05). Following non-BNT162b2 childhood vaccinations, female sex was associated with a lower odds of post-vaccination musculoskeletal symptoms (OR: 0.29, 95% CI: 0.11-0.82, p<0.05). An active comparator analysis between BNT162b2 and non-SARS-CoV-2 vaccinations revealed that female sex positively influenced the association between BNT162b2 vaccine type and musculoskeletal symptoms. Conclusions\u0000Sex differences exist in post-vaccination symptoms after BNT162b2 administration even in young children. These are of importance for the conception of approval studies, for post-vaccination monitoring and for future vaccination strategies.\u0000(German Clinical Trials Register ID: DRKS00028759).","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"44 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140125807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Plasma Cell-free RNA Signatures of Inflammatory Syndromes in Children 儿童炎症综合征的血浆无细胞 RNA 信号
medRxiv - Pediatrics Pub Date : 2024-03-08 DOI: 10.1101/2024.03.06.24303645
Conor J Loy, Venice Servellita, Alicia Sotomayor-Gonzalez, Andrew Bliss, Joan Lenz, Emma Belcher, Will Suslovic, Jenny Nguyen, Meagan Williams, Miriam Oseguera, Michael Gardiner, Pediatric Emergency Medicine Kawasaki Disease Research Group (PEMKDRG), The CHARMS Study Group, Jong-Ha Choi, Hui-Mien Hsiao, Hao Wang, Jihoon Kim, Chisato Shimizu, Adrianna Tremoulet, Meghan Delaney, Roberta DeBiasi, Christina Rostad, Jane Burns, Charles Chiu, Iwijn De Vlaminck
{"title":"Plasma Cell-free RNA Signatures of Inflammatory Syndromes in Children","authors":"Conor J Loy, Venice Servellita, Alicia Sotomayor-Gonzalez, Andrew Bliss, Joan Lenz, Emma Belcher, Will Suslovic, Jenny Nguyen, Meagan Williams, Miriam Oseguera, Michael Gardiner, Pediatric Emergency Medicine Kawasaki Disease Research Group (PEMKDRG), The CHARMS Study Group, Jong-Ha Choi, Hui-Mien Hsiao, Hao Wang, Jihoon Kim, Chisato Shimizu, Adrianna Tremoulet, Meghan Delaney, Roberta DeBiasi, Christina Rostad, Jane Burns, Charles Chiu, Iwijn De Vlaminck","doi":"10.1101/2024.03.06.24303645","DOIUrl":"https://doi.org/10.1101/2024.03.06.24303645","url":null,"abstract":"Inflammatory syndromes, including those caused by infection, are a major cause of hospital admissions among children and are often misdiagnosed because of a lack of advanced molecular diagnostic tools. In this study, we explored the utility of circulating cell-free RNA (cfRNA) in plasma as an analyte for the differential diagnosis and characterization of pediatric inflammatory syndromes. We profiled cfRNA in 370 plasma samples from pediatric patients with a range of inflammatory conditions, including Kawasaki disease (KD), Multisystem Inflammatory Syndrome in Children (MIS-C), viral infections and bacterial infections. We developed machine learning models based on these cfRNA profiles, which effectively differentiated KD from MIS-C - two conditions presenting with overlapping symptoms - with high performance (Test Area Under the Curve (AUC) = 0.97). We further extended this methodology into a multiclass machine learning framework that achieved 81% accuracy in distinguishing among KD, MIS-C, viral, and bacterial infections. We further demonstrated that cfRNA profiles can be used to quantify injury to specific tissues and organs, including the liver, heart, endothelium, nervous system, and the upper respiratory tract. Overall, this study identified cfRNA as a versatile analyte for the differential diagnosis and characterization of a wide range of pediatric inflammatory syndromes.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140071924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Unhealthy Dietary Pattern during Pregnancy is Associated with Neurodevelopmental Disorders in Childhood and Adolescence 孕期不健康的饮食模式与儿童和青少年时期的神经发育障碍有关
medRxiv - Pediatrics Pub Date : 2024-03-08 DOI: 10.1101/2024.03.07.24303907
David Lyle George Horner, Jens Richardt moellegaard Jepsen, Bo Chawes, Kristin Aagaard, Julie Rosenberg, Parisa Mohammadzadeh, Astrid Sevelsted, Nilo Vahman, Rebecca Vinding, Birgitte Fagerlund, Christos Pantelis, Niels Bilenberg, Casper-Emil Pedersen, Anders Eliasen, Yulu Chen, Nicole Prince, Su Chu, Rachel Kelly, Jessica Lasky-Su, Thorhallur Halldorsson, Birte Glenthooj, Klaus Boonelykke, Bjoern Ebdrup, Jakob Stokholm, Morten Arendt Rasmussen
{"title":"An Unhealthy Dietary Pattern during Pregnancy is Associated with Neurodevelopmental Disorders in Childhood and Adolescence","authors":"David Lyle George Horner, Jens Richardt moellegaard Jepsen, Bo Chawes, Kristin Aagaard, Julie Rosenberg, Parisa Mohammadzadeh, Astrid Sevelsted, Nilo Vahman, Rebecca Vinding, Birgitte Fagerlund, Christos Pantelis, Niels Bilenberg, Casper-Emil Pedersen, Anders Eliasen, Yulu Chen, Nicole Prince, Su Chu, Rachel Kelly, Jessica Lasky-Su, Thorhallur Halldorsson, Birte Glenthooj, Klaus Boonelykke, Bjoern Ebdrup, Jakob Stokholm, Morten Arendt Rasmussen","doi":"10.1101/2024.03.07.24303907","DOIUrl":"https://doi.org/10.1101/2024.03.07.24303907","url":null,"abstract":"Despite the high prevalence of neurodevelopmental disorders, there are a lack of clinical studies examining the impact of pregnancy diet on child neurodevelopment. This observational clinical study examined the associations between pregnancy dietary patterns and neurodevelopmental diagnoses, as well as their symptoms, in a prospective cohort of 10-year-old children (n=508). Data-driven dietary patterns were derived from self-reported food frequency questionnaires. An Unhealthy dietary pattern in pregnancy (per SD change) was significantly associated with attention deficit hyperactivity disorder (ADHD) OR 1.66 [1.21 - 2.27], p=0.002 and autism diagnosis OR 2.22 [1.33 - 3.74], p=0.002 and associated symptoms p<0.001. Findings for ADHD were validated in two large (n=656, n=348), independent mother-child cohorts via blood metabolome modelling. Objective metabolite scores, assessed at five timepoints in mothers and children in two independent mother-child cohorts, indicated that the strongest association with ADHD was during early- to mid- pregnancy. These results provide evidence for targeted prenatal dietary interventions to prevent neurodevelopmental disorders in children.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140072024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Short-term outcomes of asphyxiated neonates depending on outborn versus inborn status 窒息新生儿的短期预后取决于先天和后天状况
medRxiv - Pediatrics Pub Date : 2024-03-07 DOI: 10.1101/2024.03.05.24303778
Nora Bruns, Nadia Feddahi, Rayan Hojeij, Rainer Rossi, Christian Dohna-Schwake, Anja Stein, Susann Kobus, Andreas Stang, Bernd Kowall, Ursula Felderhoff-Mueser
{"title":"Short-term outcomes of asphyxiated neonates depending on outborn versus inborn status","authors":"Nora Bruns, Nadia Feddahi, Rayan Hojeij, Rainer Rossi, Christian Dohna-Schwake, Anja Stein, Susann Kobus, Andreas Stang, Bernd Kowall, Ursula Felderhoff-Mueser","doi":"10.1101/2024.03.05.24303778","DOIUrl":"https://doi.org/10.1101/2024.03.05.24303778","url":null,"abstract":"Importance: In neonates with birth asphyxia (BA) and hypoxic ischemic encephalopathy, therapeutic hypothermia (TH), initiated within six hours, is the only safe and established neuroprotective measure to prevent secondary brain injury. Infants born outside of TH centers have delayed access to cooling.\u0000Objective: To compare in-hospital lethality, occurrence of seizures, and functional status at discharge in newborns with BA depending on postnatal transfer to another hospital within 24 hours of admission (outborn versus inborn). Design: Nationwide retrospective cohort study from a comprehensive hospital dataset using codes of the International Classification of Diseases, 10th modification (ICD-10). Clinical and outcome information was retrieved from diagnostic and procedural codes. Hierarchical multilevel logistic regression modelling was performed to quantify the effect of being outborn on target outcomes.\u0000Setting: All admissions to German hospitals 2016 - 2021. Participants: Full term neonates with birth asphyxia (ICD-10 code: P21) admitted to a pediatric department on their first day of life.\u0000Exposures: Transfer to a pediatric department within 24 hours of admission to an external hospital (=outborn).\u0000Main outcomes: In-hospital death; secondary outcomes: seizures and pediatric complex chronic conditions category (PCCC) >= 2. Results: Of 11,703,800 pediatric cases, 25,914 fulfilled the inclusion criteria. Outborns had higher proportions of organ dysfunction, TH, organ replacement therapies, and neurological sequelae in spite of slightly lower proportions of maternal risk factors. The adjusted odds ratios (OR) for death, seizures, and PCCC >= 2 were 4.08 ((95 % confidence interval 3.41 - 4.89), 2.99 (2.65 - 3.38), and 1.76 (1.52 - 2.05), respectively, if infants were outborn compared to inborn. A subgroup analysis among infants receiving TH (n = 3,283) found less pronounced adjusted ORs for death (1.67 (1.29 - 2.17)) and seizures (1.26 (1.07 - 1.48)) and inversed effects for PCCC >= 2 (0.81 (0.64 - 1.02)). Conclusion and relevance: This comprehensive nationwide study found increased odds for adverse outcomes in neonates with BA who were transferred to another facility within 24 hours of hospital admission. Obstetrical units should be linked to a pediatric department to minimize risks of postnatal emergency transfer. Collaboration and coordination between centers should be improved to balance geographical coverage of different level care facilities.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"30 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140055933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of Novel Gene variants for Autism Spectrum Disorder in an Indian Patient using Whole Exome Sequencing 利用全外显子组测序鉴定印度患者自闭症谱系障碍的新型基因变异
medRxiv - Pediatrics Pub Date : 2024-03-02 DOI: 10.1101/2024.02.28.24303417
Prashasti Yadav, Saileyee Roychowdhury, Nilanjan Mukherjee, Reema Mukherjee, Sudipta Kumar Roy, Soumen Bhattacharjee, Parimal Das
{"title":"Identification of Novel Gene variants for Autism Spectrum Disorder in an Indian Patient using Whole Exome Sequencing","authors":"Prashasti Yadav, Saileyee Roychowdhury, Nilanjan Mukherjee, Reema Mukherjee, Sudipta Kumar Roy, Soumen Bhattacharjee, Parimal Das","doi":"10.1101/2024.02.28.24303417","DOIUrl":"https://doi.org/10.1101/2024.02.28.24303417","url":null,"abstract":"Background: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by persistent deficits in social communication and interaction, along with restricted and repetitive behaviour patterns, interests or activities. Its prevalence has risen over the past few years, being four times more common in boys than girls. The cause of ASD is unclear, its etiology involves genetic, environmental, and gene-environment interactions. While past studies highlighted clinical genetic risks, genetic complexity of ASD, with variants of diverse frequencies, type, and inheritance patterns, requires further exploration for better management of disease. Researches have shown that the whole exome sequencing can be used to identify genetic variants associated with genetically heterogeneous conditions. The purpose of this study is to identify genetic variants by employing whole exome sequencing in an Indian ASD patient.\u0000Methods: A female patient of age within 0-5 years, having characteristic features like hyperactivity and language impairment, was investigated and diagnosed using DSM-5 criteria. Peripheral blood sample collection was done followed by DNA extraction and whole exome sequencing. Variants analysis, identification and annotation were done using bioinformatics tools and databases. Identified pathogenic variants were reconfirmed by Sanger sequencing.\u0000Results and conclusion: Our study uncover four genetic variations, comprising three missense variations in KIF1A (c.3839C>T), SETD5 (c.314A>C), MAPK81P3 (c.2849C>T), and one-stop gain variation in ERMARD (c.1523G>A). The ERMARD stop gain variation, predicted to induce nonsense-mediated decay, alter normal protein function through truncation and classified as likely pathogenic based on the ACMG guidelines and current available scientific evidence. In conclusion, we identified a likely pathogenic variant in ERMARD along with three missense variants in KIF1A, SETD5 and MAPK81P3 respectively. These findings suggest the potential contribution of ERMARD mutations to ASD susceptibility, emphasizing the need for further validation through functional studies. Keywords: Autism spectrum disorder, neurodevelopmental disorder, whole exome sequencing, language impairment, bioinformatics, missense variation","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"45 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140020173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Health-related quality of life in children and adolescents born very preterm and its correlates 早产儿童和青少年与健康相关的生活质量及其相关因素
medRxiv - Pediatrics Pub Date : 2024-02-29 DOI: 10.1101/2024.02.29.24303539
Sarah R Haile, Gabriela P Peralta, Mark Adams, Ajay N Bharadwaj, Dirk Bassler, Alexander Moeller, Giancarlo Natalucci, Thomas Radtke, Susi Kriemler
{"title":"Health-related quality of life in children and adolescents born very preterm and its correlates","authors":"Sarah R Haile, Gabriela P Peralta, Mark Adams, Ajay N Bharadwaj, Dirk Bassler, Alexander Moeller, Giancarlo Natalucci, Thomas Radtke, Susi Kriemler","doi":"10.1101/2024.02.29.24303539","DOIUrl":"https://doi.org/10.1101/2024.02.29.24303539","url":null,"abstract":"Objectives: We aimed to assess health-related quality of life (HRQOL) in a cohort of very preterm born children and adolescents (aged 5-16), and to compare it with their fullterm born siblings and the general population. We also explored correlates of HRQOL among the very preterm born. Methods: Cross-sectional survey. Primary outcome was KINDL total score (0 worst - 100 best). Linear mixed models accounted for family unit. Secondary analysis compared very preterm born children to another cohort of healthy children from the same time period. A classification tree analysis explored potential correlates of HRQOL. Results: On average, preterm children had a 2.1 point lower KINDL total score than fullterm sibling controls (95% CI -3.6 to -0.6). Compared to population controls, very preterm born children had a 1.4 point higher KINDL score (0.2 to 2.5). Chronic health conditions, age, and respiratory symptoms affecting daily life were key correlates of HRQOL among very preterm born children. Conclusions: Very preterm birth in children and adolescents was not associated with a relevant reduction in HRQOL compared to their fullterm born peers. However, lower HRQOL was likely explained by other factors, such as older age, the presence of chronic health conditions, but also by current respiratory symptoms that may be modifiable. A comprehensive assessment of the pulmonary sequelae provoking symptoms and interventions targeting medical management, physical activity and exercise capacity of preterm born children and adolescents may help to reduce respiratory symptoms and its potential influence on HRQOL needs to be investigated further.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140005178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing primary care for childhood pneumonia: a machine learning-based approach to prognosis and case management 推进儿童肺炎的初级护理:基于机器学习的预后和病例管理方法
medRxiv - Pediatrics Pub Date : 2024-02-23 DOI: 10.1101/2024.02.22.24303209
Oguzhan Serin, Izzet Turkalp Akbasli, Sena Bocutcu Cetin, Busra Koseoglu, Ahmet Fatih Deveci, Muhsin Zahid Ugur, Yasemin Ozsurekci
{"title":"Advancing primary care for childhood pneumonia: a machine learning-based approach to prognosis and case management","authors":"Oguzhan Serin, Izzet Turkalp Akbasli, Sena Bocutcu Cetin, Busra Koseoglu, Ahmet Fatih Deveci, Muhsin Zahid Ugur, Yasemin Ozsurekci","doi":"10.1101/2024.02.22.24303209","DOIUrl":"https://doi.org/10.1101/2024.02.22.24303209","url":null,"abstract":"Background: Pneumonia is the leading cause of preventable mortality under five years of age. Appropriate case management is as essential as disease prevention interventions, especially in primary care settings. Computer science has been used accurately and widely for pneumonia diagnosis; however, prognosis studies are relatively low. Herein, we developed a machine learning-based clinical decision support system tool for childhood pneumonia to provide prognostic support for case management.\u0000Methods: We analyzed data from 437 children admitted to our clinic with a pneumonia diagnosis between 2014 and 2020. Pediatricians encoded the raw dataset according to candidate features. Before the experimental study of the machine learning algorithms of Pycaret, SMOTE-Tomek was utilized for managing imbalanced datasets. The feature selection was made by examining the SHAP values of the algorithm with the highest performance and re-modeled with the most important clinical features. We optimized hyperparameters and employed ensemble methods to develop a robust predictive model.\u0000Results: Optimized models predicted pneumonia prognosis with %77-88 accuracy. It was shown that severity could be determined over %84 by five clinical features: hypoxia, respiratory distress, age, Z score of weight for age, and antibiotic usage before admission.\u0000Conclusions: In this experimental study, we demonstrated that contemporary data science methods, such as oversampling, feature selection, and machine learning tools, are promising in predicting the critical care need of patients. Even in small-size samples like our study, ML methods can reach current wisdom.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"30 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hospital admissions for acute respiratory tract infections among infants from Nunavut and the burden of respiratory syncytial virus: a 10-year review in regional and tertiary hospitals 努勒维特地区婴儿因急性呼吸道感染入院情况和呼吸道合胞病毒的负担:地区医院和三级医院的 10 年回顾
medRxiv - Pediatrics Pub Date : 2024-02-23 DOI: 10.1101/2024.02.21.24303174
Mai-Lei Woo Kinshella, Jean Allen, Jasmine Pawa, Jesse Papenburg, Radha Jetty, Rachel Dwilow, Joan Robinson, Laura Arbour, Manish Sadarangani, Ye Shen, Jeffrey Bone, Michelle Dittrick, Celia Walker, Iryna Kayda, Holden Sheffield, Darcy Scott, Amber Miners, David M Goldfarb
{"title":"Hospital admissions for acute respiratory tract infections among infants from Nunavut and the burden of respiratory syncytial virus: a 10-year review in regional and tertiary hospitals","authors":"Mai-Lei Woo Kinshella, Jean Allen, Jasmine Pawa, Jesse Papenburg, Radha Jetty, Rachel Dwilow, Joan Robinson, Laura Arbour, Manish Sadarangani, Ye Shen, Jeffrey Bone, Michelle Dittrick, Celia Walker, Iryna Kayda, Holden Sheffield, Darcy Scott, Amber Miners, David M Goldfarb","doi":"10.1101/2024.02.21.24303174","DOIUrl":"https://doi.org/10.1101/2024.02.21.24303174","url":null,"abstract":"Background: Nunavut is a northern Canadian territory in Inuit Nunangat (Inuit homeland in Canada). Approximately 85% of the population identifies as Inuit. A high proportion of infants in Nunavut are admitted to hospital with acute respiratory tract infection (ARI) but previous studies have been limited in regional and/or short duration of coverage. This study aimed to estimate the incidence rate, microbiology and outcomes of ARI hospitalizations in Nunavut infants. Methods: We conducted chart reviews with a retrospective cohort of infants aged <1 year from Nunavut at six Canadian hospitals, including two regional and four tertiary pediatric hospitals January 1, 2010 to June 30, 2020. Descriptive statistics and multiple logistic regression were performed. Results: We identified 1189 ARI admissions of infants during the study period, with an incidence rate of 133.9 per 1000 infants per year (95% confidence interval (CI): 126.8, 141.3). Of these admissions, 56.0% (n=666) were to regional hospitals alone, 72.3% (n=860) involved hospitalization outside of Nunavut, 15.6% (n=185) were admitted into intensive care, and 9.2% (n=109) underwent mechanical ventilation. Of the 730 admissions with a pathogen identified, 45.8% had respiratory syncytial virus (RSV; n=334), for a yearly incidence rate of 37.8 hospitalizations per 1000 infants (95% CI: 33.9, 42.1). Among RSV hospitalizations, 41.1% (n=138) were infants 0-2 months of age and 32.1% (n=108) were > 6months. Interpretation: Understanding the high burden of ARI among Nunavut infants can inform health policy and serve as a baseline for assessing the impact of any new interventions targeting infant ARIs.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"70 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rates of Positive M-CHAT-R Screenings by Pandemic Birth and Prenatal SARS-CoV-2 Exposure 按大流行病出生和产前 SARS-CoV-2 暴露分类的 M-CHAT-R 阳性筛查率
medRxiv - Pediatrics Pub Date : 2024-02-22 DOI: 10.1101/2024.02.20.24302892
Morgan Firestein, Angela Gigliotti Manessis, Jennifer M. Warmingham, Yunzhe Hu, Morgan A. Finkel, Margaret H. Kyle, Maha Hussain, Imaal Ahmed, Andréane Lavallée, Ana Solis, Vitoria Chaves, Cynthia Rodriguez, Sylvie Goldman, Rebecca A. Muhle, Seonjoo Lee, Judy Austin, Wendy G. Silver, Kally C. O'Reilly, Jennifer M. Bain, Anna A. Penn, Jeremy Veenstra-VanderWeele, Melissa S. Stockwell, William P. Fifer, Rachel Marsh, Catherine E. Monk, Lauren C. Shuffrey, Dani Dumitriu
{"title":"Rates of Positive M-CHAT-R Screenings by Pandemic Birth and Prenatal SARS-CoV-2 Exposure","authors":"Morgan Firestein, Angela Gigliotti Manessis, Jennifer M. Warmingham, Yunzhe Hu, Morgan A. Finkel, Margaret H. Kyle, Maha Hussain, Imaal Ahmed, Andréane Lavallée, Ana Solis, Vitoria Chaves, Cynthia Rodriguez, Sylvie Goldman, Rebecca A. Muhle, Seonjoo Lee, Judy Austin, Wendy G. Silver, Kally C. O'Reilly, Jennifer M. Bain, Anna A. Penn, Jeremy Veenstra-VanderWeele, Melissa S. Stockwell, William P. Fifer, Rachel Marsh, Catherine E. Monk, Lauren C. Shuffrey, Dani Dumitriu","doi":"10.1101/2024.02.20.24302892","DOIUrl":"https://doi.org/10.1101/2024.02.20.24302892","url":null,"abstract":"Maternal stress and viral illness during pregnancy are associated with neurodevelopmental conditions in offspring. Children born during the COVID-19 pandemic, including those exposed prenatally to maternal SARS-CoV-2 infections, are reaching the developmental age for the assessment of risk for neurodevelopmental conditions. We examined associations between birth during the COVID-19 pandemic, prenatal exposure to maternal SARS-CoV-2 infection, and rates of positive screenings on the Modified Checklist for Autism in Toddlers-Revised (M-CHAT-R). Data were drawn from the COVID-19 Mother Baby Outcomes (COMBO) Initiative. Participants completed the M-CHAT-R as part of routine clinical care (COMBO-EHR cohort) or for research purposes (COMBO-RSCH cohort). Maternal SARS-CoV-2 status during pregnancy was determined through electronic health records. The COMBO-EHR cohort includes n=1664 children (n=442 historical cohort, n=1222 pandemic cohort; n=997 SARS-CoV-2 unexposed prenatally, n=130 SARS-CoV-2 exposed prenatally) who were born at affiliated hospitals between 2018-2023 and who had a valid M-CHAT-R score in their health record. The COMBO-RSCH cohort consists of n=359 children (n=268 SARS-CoV-2 unexposed prenatally, n=91 SARS-CoV-2 exposed prenatally) born at the same hospitals who enrolled into a prospective cohort study that included administration of the M-CHAT-R at 18-months. Birth during the pandemic was not associated with greater likelihood of a positive M-CHAT-R screen in the COMBO-EHR cohort. Maternal SARS-CoV-2 was associated with lower likelihood of a positive M-CHAT-R screening in adjusted models in the COMBO-EHR cohort (OR=0.40, 95% CI=0.22 - 0.68, p=0.001), while analyses in the COMBO-RSCH cohort yielded similar but non-significant results (OR=0.67, 95% CI=0.31-1.37, p=0.29). These results suggest that children born during the first 18 months of the COVID-19 pandemic and those exposed prenatally to a maternal SARS-CoV-2 infection are not at greater risk for screening positive on the M-CHAT-R.","PeriodicalId":501549,"journal":{"name":"medRxiv - Pediatrics","volume":"141 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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