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The Journal of Pediatrics

Elsevier BV

Preprints posted in the last 90 days, ranked by how well they match The Journal of Pediatrics's content profile, based on 15 papers previously published here. The average preprint has a 0.03% match score for this journal, so anything above that is already an above-average fit.

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Care Across Contexts: Patterns of Caregiver-Infant Engagement in Spanish- and English-Speaking Families of Preterm Infants

Rios, P. M.; Marchman, V. A.; Ontiveros Perez, N. L.; Travis, K. E.; Lazarus, M. F.; Scala, M.; Feldman, H. M.

2026-03-20 pediatrics 10.64898/2026.03.18.26348751 medRxiv
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Objective To examine group differences and continuity in caregiving environments of infants born preterm from Spanish- and English-speaking families. Study Design We conducted a prospective cohort study of Spanish- (n = 17) and English-speaking (n = 23) families of infants born preterm (< 32 weeks gestation). Caregiver-infant engagement was assessed neonatally via hospital visitation and skin-to-skin (STS) care, and at home via child-directed adult word counts/hour (CD-AWC/hour) from all-day audio recordings. Result No significant group differences were observed in family visitation, neonatal STS care, or in-home verbal engagement, although STS care rates varied considerably, especially within Spanish-speaking families. Across both groups, greater STS care was associated with higher CD-AWC/hour at home. Conclusion Spanish- and English-speaking families showed comparable patterns of caregiver-infant engagement, as a group, however, many Spanish-speaking families engaged in less STS than English-speaking families. STS care predicted caregiver-infant verbal engagement at home, highlighting continuity from hospital to home.

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Genome admixture analysis of 1,030 Ugandan infants with neonatal sepsis and hydrocephalus demonstrates geographical stratification of population disease risk

Movassagh, M.; Newbury, L.; Hehnly, C.; Whalen, A.; Peterson, M.; Mondragon Estrada, E.; Ericson, J.; Smith, J.; Sasanami, M.; Natukwatsa, D.; Mugamba, J.; Ssenyonga, P.; Onen, J.; Burgoine, K.; Zhang, L.; Olupot-Olupot, P.; Kumbakumba, E.; Wegoye, E.; Ochora, M.; Mulondo, R.; Mbabazi-Kabachelor, E.; Fronterre, C.; Broach, J.; Paulson, J.; Morton, S.; Schiff, S.

2026-03-23 pediatrics 10.64898/2026.03.16.26348489 medRxiv
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BackgroundNeonatal disorders such as post-infectious hydrocephalus exhibit a higher incidence in Africa, where the intricate relationships between genetic ancestry, environmental exposures, and other risk factors likely contribute to the increased incidence. MethodsTo start to characterize the common genetic architecture of Ugandan infants, we analyzed genome sequencing data from 1,030 Ugandan infants recruited from studies targeting neonatal sepsis and hydrocephalus. We employed genetic admixture analysis and integrated geospatial data to examine the relationships between genetic backgrounds and disease prevalence within this cohort. ResultsOur results identified four distinct genetic admixture groups, each correlating strongly with specific geographic distributions across Uganda. Notably, a predominance of one admixture group, most common in northern Uganda, was overrepresented in the participants with post-infectious hydrocephalus. ConclusionThis study underscores the importance of genetic factors in disease manifestation at the population level, and a role for such precision public health approaches in complex neonatal disorders in African populations.

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Predicting Infant Nonattendance at the Next Recommended Well-Child Visit: Model Development and Validation

Luff, A.; Shields, M.; Hirschtick, J.; Ingle, M.; Crosh, C.; Marsh, M.; Modave, F.; Fitzpatrick, V.

2026-03-26 pediatrics 10.64898/2026.03.24.26348063 medRxiv
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BackgroundWell-child visits (WCVs) are essential for preventive care, yet missed appointments often lead to delayed interventions. We developed and validated models to predict next-visit nonattendance using routine electronic health record data. MethodsUsing data from two Chicago-area pediatric practices, Practice A (1,215 patients; 3,654 visits) and Practice B (1,271 patients; 3,044 visits), we compared regularized logistic regression, random forest, and XGBoost models. Predictors included visit context, prior utilization, and patient characteristics. Models were trained on Practice A and validated on Practice B. ResultsMissed-next-visit rates were 16.2%(A) and 20.7%(B). In external validation, performance was similar across models (AUC 0.66-0.68). At the threshold maximizing F1 score, recall ranged from 0.54-0.71. The LASSO logistic regression model identified six key predictors: timepoint, visit delay, prior no-shows, schedule lead time, new patient status, and immunization refusal. SHAP values confirmed these process measures as among the most influential features across all models. ConclusionPredicting WCV nonattendance is feasible using routine data. A simple logistic regression model performs comparably to complex algorithms, offering a practical pathway for clinical integration. By identifying at-risk families during a current appointment, this may enable clinicians to provide proactive support to support preventive care before a lapse occurs. ImpactO_LIMissed well-child visits are common, leading to an increasing number of preventable acute care visits, delayed recognition of developmental delays, and missed opportunities to initiate early intervention C_LIO_LIA multimodal approach is needed to support well-child visit attendance C_LIO_LIMachine learning is an emerging tool to predict well-child visit no show rates with implications for future interventions to support families at risk for missing well-child visits and promote positive health outcomes C_LI

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Neonatal anti-seizure Medication Exposure and Long-term Neurological Outcomes

Leskinen, M.; Kaipainen, V.; Ogretir, M.; Metsaranta, M.; Hero, M.; Rautava, S.; Koskinen, M.

2026-02-03 pediatrics 10.64898/2026.02.02.26345337 medRxiv
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BackgroundAnti-seizure medications (ASMs) are widely used in neonatal intensive care, but there is limited evidence for their safety and long-term outcomes. Phenobarbital is the only ASM generally recommended for use in neonates, but it has been linked with adverse effects in infants. Other anti-seizure medications, such as fosphenytoin, levetiracetam, and midazolam are used off-label in this population. MethodsWe performed a retrospective observational study of 18,548 infants in intensive care at an academic medical center, examining links between neonatal ASM exposure and neurological outcomes over the follow-up period of median 4{middle dot}5 years (IQR 1{middle dot}6 - 9{middle dot}2 years). The real-world clinical data included comprehensive maternal, perinatal, and medication data. The outcomes of interest were cerebral palsy, epilepsy, intellectual disability, and visual impairment. Multivariable cause-specific Cox models were used to estimate hazard ratios (HRs) for phenobarbital, levetiracetam, midazolam, and fosphenytoin exposure. Models were adjusted for major perinatal confounders, including gestational age, birth weight, mode of delivery, intraventricular hemorrhage, hypoxic-ischemic encephalopathy, and stroke. FindingsExposure to the median cumulative dose of phenobarbital was associated with increased HR for epilepsy (HR 1{middle dot}35; 95% CI, 1{middle dot}11-1{middle dot}62, p = 0{middle dot}002) visual impairment (HR 1{middle dot}20; 95% CI, 0{middle dot}99-1{middle dot}45, p = 0{middle dot}06), and intellectual disability (HR 1{middle dot}18; 95% CI, 0{middle dot}99-1{middle dot}41, p = 0{middle dot}06). In contrast, levetiracetam was associated with smaller risk increases for cerebral palsy (HR 1{middle dot}13; 95% CI, 1{middle dot}03-1{middle dot}23, p = 0{middle dot}006, epilepsy (HR 1{middle dot}14; 95% CI 1{middle dot}05-1{middle dot}24, p = 0{middle dot}002 and visual impairment (HR 1{middle dot}18; 95% CI 1{middle dot}11-1{middle dot}26, p <0{middle dot}0001). Midazolam exposure was associated with slightly increased risk of intellectual disability (HR 1{middle dot}09, 95% CI, 1{middle dot}02- 1{middle dot}16). Results for fosphenytoin were statistically not significant. We did not find evidence of a dose-dependent effect of phenobarbital, but increased maximum phenobarbital blood concentration were associated with elevated hazard ratios for cerebral palsy (HR 1{middle dot}48; 95% CI, 1{middle dot}07-2{middle dot}06, p = 0{middle dot}02 for 50 {micro}mol/l increase) and epilepsy (HR 1{middle dot}64; 95% CI, 1{middle dot}14-2{middle dot}35, p = 0{middle dot}007 for 50 {micro}mol/l increase). InterpretationThe results align with previous findings linking phenobarbital to neurodevelopmental harm and emphasize the need for its cautious use in neonates. Levetiracetam had more favorable safety profile. These findings highlight the potential of real-world data to inform evidence-based neonatal pharmacotherapy when randomized trials are impractical. FundingThe Foundation for Pediatric Research (Finland), the Association of Friends of the University Childrens Hospitals (Lastenklinikoiden Kummit ry), and internal institutional funding.

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Triage Administration of Ondansetron for Gastroenteritis in children; a randomized controlled trial

Weill, O.; Lucas, N.; Bailey, B.; Marquis, C.; Gravel, J.

2026-04-15 pediatrics 10.64898/2026.04.13.26350796 medRxiv
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Objectives: Acute gastroenteritis is a leading cause of pediatric emergency department (ED) visits. While ondansetron reduces vomiting, intravenous rehydration, and hospital admissions, its efficacy when initiated at triage remains unclear. We aimed to evaluate whether triage nurse-initiated administration of ondansetron in children with suspected gastroenteritis reduces the proportion of patients requiring observation following initial physician assessment. Methods: We conducted a randomized, double-blind, placebo-controlled trial in a tertiary pediatric ED in Canada. Children aged 6 months to 17 years presenting with morae than 3 episodes of vomiting in the preceding 24 hours (including 1 within 2 hours of arrival), were eligible. At triage, we randomized participants to receive liquid ondansetron or a color- and taste-matched placebo. The primary outcome was the proportion of patients requiring observation after the first physician evaluation. Secondary outcomes included post-intervention vomiting, ED length of stay, patient comfort, and 48-hour return visits. The trial was registered at ClinicalTrials.gov (NCT03052361). Results: Recruitment was stopped prematurely due to the COVID-19 pandemic. Ninety-one participants were randomized to ondansetron (n= 44) or placebo (n= 47). Overall, 40 patients (45%) were discharged immediately after the initial physician assessment, with no difference between the ondansetron and placebo groups (44% vs. 45%; absolute difference -1%, 95% CI: -20% to 19%). No significant differences were observed in all secondary outcomes. Conclusion: In this trial, triage nurse-initiated ondansetron administration did not reduce the need for ED observation in children with presumed gastroenteritis. While being underpowered, this study could inform researchers planning larger clinical trials.

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Long-Term Healthcare Utilization After Genomic Diagnosis in Seriously Ill Children

Dias, J. M. L.; More, R. P.; Butler, D.; Aldus, C.; Brown, J.; French, C. E.; Dolling, H.; Raymond, L.; Rowitch, D. H.; Aiken, C. E.

2026-02-26 pediatrics 10.64898/2026.02.24.26345973 medRxiv
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ImportanceWhole genome sequencing (WGS) is increasingly used to diagnose severely ill children, yet the long-term impact of a genetic diagnosis on healthcare utilization and resource allocation remains poorly understood. ObjectiveTo determine the influence of a genetic diagnosis via WGS on long-term healthcare utilization metrics in severely ill children. DesignA retrospective cohort study using data from the Next Generation Children study (2016-2020) with record linkage and analysis of primary care records conducted between 2022 and 2024. SettingA multicenter study involving primary care and hospital records linked via the UK National Health Research Institute (NIHR) Rare Disease Bioresource, Cambridge, UK. ParticipantsA referred sample of 270 severely ill children who underwent WGS. Exposure(s)Receipt of a genetic diagnosis (87/270; 32%) compared to those who remained undiagnosed (183/270; 68%) following WGS. Main Outcome(s) and Measure(s)Comparison of 36 healthcare utilization parameters, including hospitalizations, primary care prescriptions, and diagnostic tests. ResultsAmong the 270 children analyzed, those receiving a genetic diagnosis (n=87) exhibited significantly higher overall healthcare utilization compared to undiagnosed peers (n=183). This included increased hospital admissions and outpatient visits, particularly for neurodevelopmental and seizure-related conditions. Diagnosed children received a higher volume of neurological, gastrointestinal, and nutritional prescriptions. The most pronounced differences in utilization were observed in children initially diagnosed in neonatal (NICU) or pediatric (PICU) intensive care settings. While genetic diagnosis was not associated with reduced healthcare costs during the study period, it was linked to more targeted, condition-specific medical care. Conclusions and RelevanceWGS diagnosis facilitates the integration of specialist care and the alignment of healthcare resources with the specific needs of children with complex disorders. These findings suggest that while costs may not decrease immediately, a diagnosis enables more precise and targeted clinical management. Key PointsO_ST_ABSQuestionC_ST_ABSDoes a genetic diagnosis through whole genome sequencing influence long-term healthcare utilization in severely ill children? FindingsIn this cohort study of 270 children, those who received a genetic diagnosis demonstrated significantly greater overall healthcare utilization, including more hospitalizations and targeted prescriptions, compared with undiagnosed children. MeaningA genetic diagnosis facilitates the integration of specialized, condition-specific care, helping to align healthcare resources with the individual needs of children with complex disorders.

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Evaluating mainstreaming in pediatric immunology: an optimal model of care

DeBortoli, E.; Clinch, T.; Vaz-Goncalves, L.; Burbury, L.; Jeppesen, M.; Pinzon Charry, A.; Melo, M.; Sullivan, A.; Hunter, M.; Peake, J.; McInerney-Leo, A.; McNaughton, P.; Yanes, T.

2026-02-26 genetic and genomic medicine 10.64898/2026.02.24.26347043 medRxiv
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PurposeWhile genomic testing is integral to pediatric inborn errors of immunity (IEI) care, few studies have examined strategies to support its optimal delivery. This study aimed to characterize a pediatric IEI cohort and assess the impact of implementing a mainstream model-of-care (MoC). Materials/MethodsComprehensive chart audit was conducted for patients ([&le;]18y) who received IEI genomic testing in Queensland, Australia, from 2017-2025. Descriptive analyses captured demographic and clinical characteristics, genomic testing and results, and management outcomes. Inferential analyses assessed changes in genomic practices pre-MoC (<2021) and post-MoC ([&ge;]2021). Results322 patients met eligibility criteria (n=481 genomic test). Diagnostic yield (27.6%) varied by testing indication, with the highest rate among phagocytic defects (n=4/4;100%) and severe combined immunodeficiency (n=8/10;80%). Very-early-onset inflammatory bowel disease had the lowest diagnostic yield (n=3/68;4.4%), prompting changes to testing criteria. Molecular diagnosis resulted in management changes for 90.5% patients. Genomic testing was widely used pre-MoC (n=251 genomic tests). All outcomes significantly improved pre-and post-MoC (p<0.05): duplicate testing decreased (13.9% to 0%); variants of uncertain significance reduced (37.7% to 7.1%); informed consent documentation increased (70.5% to 88.4%); and diagnostic yield increased (16.2% to 27.4%). ConclusionTargeted interventions are needed to support delivery of genomic testing and strengthen service effectiveness.

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Risk factors, outcomes, and predictors of therapeutic response in preterm infants with patent ductus arteriosus: A retrospective cohort study

Hamida, H. B.; El Ouaer, M.; Abdelmoula, S.; El Ghali, M.; Bizid, M.; Chamtouri, I.; Monastiri, K.

2026-04-17 pediatrics 10.64898/2026.04.10.26350668 medRxiv
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BackgroundPatent ductus arteriosus (PDA) is a common and potentially serious cardiovascular condition in preterm infants, particularly those with low gestational age and birth weight. Its management remains controversial due to variability in screening, diagnostic criteria, and treatment strategies. This study aimed to evaluate risk factors, outcomes, and management strategies for PDA in preterm infants, and to identify predictors of clinical and echocardiographic response to therapy. MethodsWe conducted a retrospective cohort study over a 4-year period (2016-2019) in the neonatal intensive care unit (NICU) of a tertiary care center. All consecutive preterm infants admitted during the study period were eligible. Infants with echocardiographically confirmed PDA who received pharmacological treatment with intravenous paracetamol or ibuprofen were included in the analysis. Missing data were minimal and handled using available-case analysis. Statistical analyses included descriptive statistics, Pearsons chi-square test, and multivariable logistic regression. ResultsAmong 2154 preterm infants admitted to the NICU, 60 were diagnosed with PDA (incidence : 2.8%). The mean gestational age was 29 {+/-} 2.6 weeks, and the median birth weight was 1200 g. Respiratory distress occurred in 95% of cases, mainly due to hyaline membrane disease (86.7%). PDA was symptomatic in 80% of infants. First-line treatment resulted in clinical improvement in 77% and ductal closure in 83.3% of cases, most within 3 days. Predictors of successful closure included gestational age [&ge;] 28 weeks (OR = 5.9; 95% CI : 1.7-20.2) and antenatal corticosteroid exposure (OR = 1.2; 95% CI : 1.0-1.6). Overall mortality was 35% and was significantly higher in infants < 28 weeks (OR = 5.0; 95% CI : 2.4-10.3). Clinical improvement (OR = 3.7) and echocardiographic closure (OR = 4.5) after first-line treatment were associated with reduced mortality. ConclusionsPDA in preterm infants is associated with substantial morbidity and mortality, particularly in those born before 28 weeks of gestation. Early diagnosis, antenatal corticosteroid exposure, and timely pharmacological treatment may improve outcomes. Systematic echocardiographic screening in high-risk neonates should be considered.

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Intrathalamic morphometery in infants with congenital heart disease and infants born preterm

Clayden, B.; Gal-Er, B.; van der Meijden, M. E. M.; Cromb, D.; Wilson, S.; Pushparajah, K.; Simpson, J.; Kelly, C.; Chew, A. T.; Hajnal, J. V.; Rutherford, M. A.; O'Muircheartaigh, J.; Nosarti, C.; Edwards, A. D.; Counsell, S. J.; Bonthrone, A. F.

2026-03-17 pediatrics 10.64898/2026.03.16.26348485 medRxiv
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ObjectiveTo compare intrathalamic morphometry in infants born preterm, with congenital heart disease (CHD) and typical controls and investigate associations with neurodevelopmental outcomes. Methods592 infants underwent T2-weighted brain MRI: 107 CHD [gestational age at birth (GA) [&ge;]37.00 weeks], 126 preterm (GA 23.00-36.86), 359 controls (GA [&ge;]37.00). We used data-driven structural covariance analysis to derive 8 components of coordinated expansion and contraction within the thalamus. Permutation testing was used to test associations between intrathalamic morphometry and group (control, CHD, preterm birth <32 weeks GA), GA in infants born preterm and controls, cerebral oxygen delivery (CDO2) in infants with CHD, and neurodevelopmental outcomes at 18-24 months. ResultsPreterm infants born <32 weeks GA differed from infants with CHD and controls in 6 components encompassing most of the thalamus. Infants with CHD differed from controls in 2 components containing medial, ventricle-bordering and some anterior and ventrolateral thalamic areas. GA was associated with 7 components covering most of the thalamus, excepting the left posterior thalamus. CDO2 was not associated with intrathalamic morphometry. Right posterior thalamus morphometry was associated with motor scores in preterm infants born <32 weeks, but not in controls or infants with CHD. InterpretationPreterm infants born <32.00 weeks showed widespread morphometric changes across the thalamus, with alterations in the right posterior thalamus associated with motor outcomes at 18 months. Thalamic alterations in CHD were less widespread, confined to medial, ventrolateral, and ventricle-bordering tissues, which were not related to CDO2. Together, these findings suggest distinct thalamic phenotypes in prematurity and CHD.

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Characteristics of individuals with cerebral palsy across the United States

Aravamuthan, B. R.; Bailes, A. F.; Baird, M.; Bjornson, K.; Bowen, I.; Bowman, A.; Boyer, E.; Gelineau-Morel, R.; Glader, L.; Gross, P.; Hall, S.; Hurvitz, E.; Kruer, M. C.; Larrew, T.; Marupudi, N.; McPhee, P.; Nichols, S.; Noritz, G.; Oleszek, J.; Ramsey, J.; Raskin, J.; Riordan, H.; Rocque, B.; Shah, M.; Shore, B.; Shrader, M. W.; Spence, D.; Stevenson, C.; Thomas, S. P.; Trost, J.; Wisniewski, S.

2026-04-16 pediatrics 10.64898/2026.04.14.26350870 medRxiv
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Objective Cerebral palsy (CP) affects approximately 1 million Americans and 18 million individuals worldwide, yet contemporary US epidemiologic data remains limited. We aimed to use Cerebral Palsy Research Network (CPRN) clinical registry to describe demographics and clinical characteristics of individuals with CP across the US and determine associations with gross motor function and genetic etiology. Methods Registry subjects were included if they had clinician-confirmed CP and prospectively entered data for Gross Motor Function Classification System (GMFCS) Level, gestational age, genetic etiology, CP distribution, and tone/movement types. Logistic regression was used to determine which of these variables plus race, sex, ethnicity, and age were associated with GMFCS level and genetic etiology. Results A total of 9,756 children and adults with CP from 22 CPRN sites met inclusion criteria. Participants were predominantly White (73.0%), male (57.3%), non-Hispanic (87.8%), and younger than 18 years (73.7%). Most were classified as GMFCS levels I-III (55.6%), born preterm (52.8%), had spasticity (83.8%), and had quadriplegia (41.9%); 12.2% were identified as having a genetic etiology. Tone/movement types, CP distribution, and gestational age were significantly associated with both GMFCS level and genetic etiology (p<0.001). Compared to White individuals, Black individuals were more likely to have greater gross motor impairment (p<0.001). Conclusion In this large US cohort, clinical and demographic factors, including race, were associated with gross motor function and genetic etiology in CP. These findings highlight persistent disparities and demonstrate the value of a national clinical registry for informing prognostication, quality improvement efforts, and targeted genetic testing strategies.

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Leftover Infant Milk After Bottle Feeding: Parental Practices and Microbiological Findings

Zychlinsky, A. K.; Sedlacek, L.; Mekonnen de Oliveira, A.; Liolios, I.; Ritter, S.; Fuchs, F.; Happle, C.

2026-02-16 pediatrics 10.64898/2026.02.13.26346179 medRxiv
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ImportanceCurrent guidelines from the World Health Organization, Centers for Disease Control and Prevention, and Academy of Breastfeeding Medicine recommend discarding all milk remaining in bottles immediately after infant feeding. However, these recommendations lack supporting microbiological evidence from studies of actual infant feeding, imposing substantial financial and emotional burden on the 78 million families worldwide who bottle-feed their infants. ObjectiveTo determine (1) the financial, emotional, and time burden associated with bottle feeding and parental milk disposal practices, and (2) bacterial growth in leftover human milk and formula under different storage conditions. Design(1) Cross-sectional online survey (January 2023-February 2024) and (2) prospective microbiological cohort study. Setting(1) Online survey, (2) infants recruited in Hannover, Germany Participants(1) Survey respondents (n=1056; 99% mothers) and (2) healthy, full-term, bottle-fed infants (n=44; 17 humanmilk, 27 formula) aged 0-12 months. Main Outcomes and MeasuresParental burden scores, milk disposal frequency, and bacterial colony-forming units (CFU)/ml in milk samples before feeding, immediately after feeding, and at 4, 8, and 24 hours post-feeding at 4{degrees}C and 20{degrees}C. ResultsAmong surveyed parents, 46% discarded leftover milk daily, yet 84% reported they would keep milk longer if deemed safe. In microbiological testing, median bacterial burden in humanmilk increased from 4200 CFU/ml (range 300-350,000) pre-feeding to 24,600 CFU/ml (range 1900-29,004,400) post-feeding, but showed no significant further increase at 4 hours (p=0.82) or 8 hours (p=0.64) when stored at either 4{degrees}C or 20{degrees}C. Formula showed similar stability: median CFU/ml increased from 0 (range 0-10,700) to 11,700 (range 1900-630,000) post-feeding, with no significant change at 4 hours (p=0.91) or 8 hours (p=0.73) at either temperature. Significant bacterial growth occurred only after 24 hours at 20{degrees}C (p<0.001). Conclusions and RelevanceBacterial burden in leftover infant milk remained stable below concerning thresholds for 8 hours when refrigerated and 4-8 hours at room temperature, challenging current guidelines that mandate immediate disposal. Evidence-based guideline revision could reduce financial burden and milk waste for families around the globe without compromising infant safety. Key PointsO_ST_ABSQuestionC_ST_ABSHow long is it safe to offer leftover milk in a bottle to an infant that has previously drunk from it? FindingsThe number of bacteria in leftover human milk or formula did not significantly increase from 0 to 8h post-feeding in milk bottles sampled from 44 infants, regardless of whether the milk was kept at room temperature or refrigerated. MeaningLeftover milk may be safely reoffered beyond the limits of the current guidelines.

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Development and Preclinical Validation of DiaBuddy, a Point-of-Care Decision Support Tool for Children with Type 1 Diabetes: A Pilot Clinical Study

Mahapatra, A.; Paimode, S.; Banerjee, S.; Shukla, P.; Sachan, N.; Yadav, V.; Bajpai, A.

2026-03-13 endocrinology 10.64898/2026.03.10.26347874 medRxiv
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BackgroundOptimal management of Type 1 diabetes (T1D) requires precise insulin dosing and sick-day decision-making; deficiencies in either predispose to hypoglycemia, suboptimal glycaemic control, and diabetic ketoacidosis. We developed DiaBuddy, a guideline-aligned mobile decision support tool, and evaluated its accuracy versus expert guidance and its clinical impact in children with T1D. MethodsThe preclinical validation compared DiaBuddy and family recommendations (N = 37) for 20 insulin-dosing and 20 sick-day vignettes against a pediatric endocrinologist gold standard. The prospective single-arm pilot study evaluated its impact on HbA1c, CGM metrics, and quality of life in 20 children. ResultsIn the preclinical study, DiaBuddy showed lower absolute relative deviation for basal (5.0 {+/-} 6.7% vs 24.2 {+/-} 25.9%), bolus (6.9 {+/-} 10.9% vs 45.3 {+/-} 48.8%), and combined doses (6.3 {+/-} 9.3% vs 39.0 {+/-} 37.8%; all P < 0.001) than families. DiaBuddy achieved [&ge;]90% accuracy across all sick-day domains versus 27-70% for families; adherence would have prevented 94.5% of family errors including all hospitalization decision errors. In the clinical study, HbA1c declined from 9.18 {+/-} 1.99% to 8.48 {+/-} 1.44% (P = 0.049), PedsQL QOL score increased from 76.5 {+/-} 8.6 to 89.1 {+/-} 7.1 (+12.6 points, P < 0.001) with no change in CGM metrics. Application satisfaction was high (mean score 44.1 {+/-} 4.1 out of 50) with 96% wishing to continue using it. ConclusionsDiaBuddy delivers guideline-aligned guidance, substantially outperforming family decisions in preclinical vignette testing and showing preliminary signals of improvement in glycaemic control and quality of life in a small uncontrolled pilot study. The results support the conduct of larger randomised controlled trials.

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Sacral Neuromodulation in pediatric gastrointestinal motility disorders: Prospective cohort trial

Bieling, F.; Kirchgatter, A. M.; Bauer, A.; Weiss, C.; Mueller, H.; Matzel, K.; Rowald, A.; Besendoerfer, M.; Diez, S. M.

2026-03-30 pediatrics 10.64898/2026.03.28.26349609 medRxiv
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Objectives. To compare the efficacy and safety of invasive sacral neuromodulation (SNM) and noninvasive enteral neuromodulation (ENM) in children with refractory gastrointestinal motility disorders (GMD). Materials and Methods. This prospective interventional trial enrolled pediatric patients with GMD between 2019 and 2024 at a single tertiary referral center. Children with inflammatory bowel disease or mechanical causes of GMD were excluded. Participants received either SNM via an implanted device or ENM via surface electrodes. Stimulation was delivered at 14 Hz, 210 s pulse width, with individualized intensity (median 1.0 mA for SNM; 6.0 mA for ENM). Primary outcomes were abdominal pain, fecal incontinence, defecation frequency, and stool consistency. Treatment success was defined as clinically significant improvement in at least two of these four domains. Quality of life was assessed at baseline and 12 weeks. Safety outcomes were monitored over a 12-month follow-up. Results. Of 70 eligible patients, 48 completed the study (18 SNM; 30 ENM). Diagnoses included Hirschsprung disease, functional constipation, and congenital neuronal malformations. Severe comorbidities were more frequent in the SNM group (45%) than the ENM group (3%; P = .0018). Treatment success was observed in 80% of ENM and 83% of SNM patients (P = 1.00). No significant differences were found between groups for individual outcomes. No major complications occurred. Minor adverse events were comparable (ENM 27% vs SNM 17%; P = .50). Conclusions. Both SNM and ENM are effective and safe options for treating pediatric GMD and may be considered within a multimodal therapeutic approach.

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Development and validation of an XGBoost model with SHAP-based interpretability and a web-based calculator for predicting extrauterine growth restriction in preterm infants

Xu, Z.; Yu, C.-L.; Zhang, J.-X.

2026-04-02 pediatrics 10.64898/2026.04.01.26349838 medRxiv
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Background: Extrauterine growth restriction (EUGR) is a common and clinically significant complication among preterm infants, contributing to adverse neurodevelopmental and metabolic outcomes. Early and individualized risk prediction remains challenging. This study aimed to develop and validate an interpretable machine learning model for early prediction of EUGR using routinely available clinical variables, and to implement a user-friendly web-based calculator for clinical use. Methods: We retrospectively analyzed 1,431 preterm infants admitted within 24 hours after birth to our hospital between May 2020 and March 2025. Infants from the Yangpu campus (n=863) formed the training set, and those from the Huangpu campus (n=568) formed the validation set. Early clinical variables available within 48-72 hours were screened using the Boruta algorithm. Logistic regression, XGBoost, random forest, decision tree, and support vector machine models were developed and compared. Model performance was evaluated using area under the curve (AUC), accuracy, sensitivity, specificity, F1 score, and Brier score. SHapley Additive exPlanations (SHAP) were applied to assess global and individual feature contributions, nonlinear effects, and interactions. A web-based calculator was constructed based on the optimal model. Results: Nine variables were identified as important predictors: birth weight, small for gestational age status, gestational age, breastfeeding, multiple gestation, neonatal respiratory distress syndrome, patent ductus arteriosus, maternal hypertension, and maternal group B Streptococcus infection. Among the five models, XGBoost achieved the best performance in the validation set (AUC 0.922, accuracy 0.849, Brier score 0.108). SHAP analysis showed that low birth weight, small for gestational age, maternal group B Streptococcus infection, and patent ductus arteriosus were major risk factors, while breastfeeding was protective. Notable nonlinear and interactive effects were observed, particularly between birth weight and gestational age and between breastfeeding and patent ductus arteriosus. The web-based calculator provides real-time individualized risk estimation and visualized interpretation. Conclusions: An interpretable XGBoost-based model and web calculator were successfully developed and validated for early prediction of EUGR in preterm infants. This tool may support clinicians in identifying high-risk infants and guiding individualized nutritional and clinical management.

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Vital signs, demographics, and clinical events for low-birth-weight infants from four intensive care units

German Mesner, I.; Lake, D. E.; Kausch, S. L.; Krahn, K. N.; Gummadi, A.; Clark, T. W.; Niestroy, J. C.; Sahni, R.; Vesoulis, Z. A.; Gootenberg, D. B.; Ambalavanan, N.; Travers, C. P.; Fairchild, K. D.; Sullivan, B. A.

2026-04-20 pediatrics 10.64898/2026.04.15.26350178 medRxiv
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Premature very low birth weight (VLBW) infants have high rates of mortality and morbidity from sepsis, necrotizing enterocolitis, and respiratory failure requiring intubation and mechanical ventilation. Earlier detection of cardiorespiratory deterioration using vital signs from continuous physiological monitoring may lead to more timely interventions and improved outcomes. To further this research area, we present PreMo, a publicly available dataset of continuous heart rate and oxygen saturation, demographics, clinical events, and outcomes for 3,829 VLBW patients from four Neonatal Intensive Care Units (NICUs) in the United States. The PreMo dataset consists of a collection of parquet files, RO-Crate metadata, and sample usage code scripts hosted on the University of Virginia LibraData Dataverse website.

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Nourishing Hearts: The Link Between Food Insecurity and Overall Health Status of Children with Congenital Heart Disease in U.S.

Jani, S.; Modi, H.; Nadkarni, M.; Fraser, C.; Tenorio, D. F.

2026-04-05 pediatrics 10.64898/2026.04.03.26350134 medRxiv
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Background: Children with congenital heart disease (CHD) require specialized care and may face worse outcomes if they experience food insecurity (FI). FI is associated with poor nutrition, hospitalizations, and developmental delays, compounding cardiac risks. Limited research evaluated impact of FI on health status among children with CHD. This study examines socioeconomic factors and the relationship between FI and health status in children with CHD. Methods: 2023 National Survey of Children?s Health (NSCH) data were used to compare rates of FI between children ages < 17 years with and without CHD and to assess overall health status of those with CHD. Descriptive, univariate, and multivariable logistic regression were utilized. Results: Among 53,477 children, 1,233(2%) had CHD. FI was reported in 35% of children with CHD vs. 27% without CHD(p=0.005). After adjustment, children with CHD had higher odds of FI (OR 1.49; 95% CI: 1.05?2.12). Hispanic ethnicity, residence in Midwest or South, lower household education, and lower poverty index were significantly associated with FI. Households receiving food assistance had higher FI. Living in grandparent household was associated with lower odds of FI. Within the CHD subgroup, 5% reported fair or poor health. Children with CHD experiencing FI had greater odds of fair or poor health than those without FI (OR 3.91, 95% CI 1.70?9.02; p=0.001). Conclusions: Children with CHD face higher odds of FI, which is strongly associated with worse reported health. Addressing socioeconomic vulnerability and FI may improve outcomes and reduce disparities in this high-risk population through targeted screening and intervention strategies nationwide. Keywords: Congenital Heart Disease, Food Insecurity Screening, National Survey of Children?s Health (NSCH), Health Disparities

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Skin Residual Bilirubin Volume (SRBV): A Physiologically Informed Framework for Transcutaneous Bilirubin Interpretation in Neonates

Amadi, H. O.

2026-03-04 pediatrics 10.64898/2026.03.03.26347511 medRxiv
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BackgroundNeonatal jaundice management increasingly relies on transcutaneous bilirubinometry (TcB), yet discrepancies with serum bilirubin (TSB) have limited its clinical reliability. This study introduces Skin Residual Bilirubin Volume (SRBV) as a physiologically grounded framework to enhance TcB interpretation. ObjectiveTo evaluate SRBV as an explanation for TcB-TSB discordance and assess whether incorporating SRBV improves the interpretability and reliability of TcB measurements during diagnosis, phototherapy, and recovery. MethodsTcB readings (MBj20) were calibrated against laboratory TSB in non-jaundiced neonates (TSB <3 mg/dL). Neonates undergoing phototherapy were monitored using paired TcB measurements before and after treatment breaks (TBL-out and TBL-return). TSB was measured before treatment, at mid-treatment, and prior to discharge. Patterns of TcB-TSB disparity and an observed reproducible Recovery Value Flip (RVP) phenomenon were analysed. ResultsAcross 102 neonates, TBL consistently equalled or exceeded TSB, supporting the additive SRBV model. Early in phototherapy, TBL-return > TBL-out, indicating persistent cutaneous bilirubin. A reproducible RVP occurred mid-treatment, after which TBL-return < TBL-out coincided with sustained bilirubin decline. Fractional SRBV contribution increased with baseline bilirubin and persisted into recovery, demonstrating dynamic, patient-specific cutaneous bilirubin retention. ConclusionSRBV provides a biologically plausible explanation for TcB-TSB discordance and dynamic TcB behaviour. Incorporating SRBV into TcB interpretation enables physiologically informed monitoring, improving safety and reliability in laboratory-limited neonatal settings. Significance StatementTranscutaneous bilirubinometry is widely used but limited by disagreement with serum bilirubin. This study introduces SRBV as a physiological explanation for TcB variability and proposes an SRBV-adjusted framework that transforms TcB measurements into actionable, non-invasive clinical guidance.

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HNF1B-MODY in the Norwegian MODY Registry and the Norwegian Childhood Diabetes Registry: Clinical insights and prevalence informed by genetic and functional evaluation

Pavithram, A.; Johansson, B. B.; Tjora, E.; Svalastoga, P.; Mohamed, K. A.; Koloen, I. L.; Toftdahl, M.; Skrivarhaug, T.; Vaudel, M.; Bjorkhaug, L.; Maloney, K.; Pollin, T.; Johansson, S.; Bellanne-Chantelot, C.; Sagen, J. V.; Molnes, J.; Njolstad, P. R.

2026-03-26 endocrinology 10.64898/2026.03.23.26348894 medRxiv
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Interpreting HNF1B variants is challenging in clinical practice. We aimed to integrate functional, clinical, and family data to improve variant classification, describe clinical features of carriers and report registry-level prevalence of HNF1B alterations. Clinical, genetic, and family data were analyzed from the Norwegian MODY Registry (NMR) and the Norwegian Childhood Diabetes Registry (NCDR). Clinical features of sequence variant and 17q12 deletion (17q12del) carriers were summarized, and variants were classified using ACMG-AMP-ClinGen criteria. Registry-level prevalence was reported with 95% confidence intervals. HNF1B sequence variants were functionally assessed, showing that the lower transactivation (TA) was associated with higher clinical severity. Eleven variants demonstrated impaired functional activity, with TA inversely correlated with clinical burden ({varrho} = -0.701, p = 0.002). We identified 28 individuals with 17q12del (21 in NMR, seven in NCDR) and 15 individuals carrying 14 unique (LP/P) sequence variants, all detected in the NMR. Overall, 36/486 probands (7.4%) with genetically confirmed monogenic diabetes in the NMR carried an LP/P HNF1B sequence variant or 17q12del. In the NCDR, [~] 0.2% carried 17q12del (7/3,583; 3/7 GADA/IA-2A-positive). Functional data enabled reclassification of three variants. Since many pediatric 17q12del carriers in the NMR were referred for testing due to structural renal anomalies without diabetes, HNF1B screening should be considered in children with renal/extra-renal features, irrespective of diabetes or autoantibody status. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=86 SRC="FIGDIR/small/26348894v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@41feforg.highwire.dtl.DTLVardef@ccc48borg.highwire.dtl.DTLVardef@17ba2e9org.highwire.dtl.DTLVardef@4919b_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Time to Discharge and Associated Factors Among Preterm Neonates Admitted to Kiwoko Hospital, Nakaseke District, Uganda: A Competing Risks Analysis

Mutibwa, S.; Wandiembe, S.; Mbonye, K.; Nsimbe, D.

2026-04-15 pediatrics 10.64898/2026.04.13.26350793 medRxiv
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Background: Preterm births contribute to approximately 35% of neonatal deaths globally, with an estimated 13.4 million infants born prematurely each year. Despite this substantial burden, limited evidence exists on time to discharge and its determinants among preterm neonates admitted to Neonatal Intensive Care Units (NICUs), particularly in rural Ugandan settings. This study aimed to investigate time to discharge and associated factors among preterm neonates admitted to Kiwoko Hospital in Nakaseke District, Uganda. Methods: A retrospective cohort study was conducted using secondary data from Kiwoko Hospital on preterm neonates admitted to the Neonatal Intensive Care Unit (NICU) between 2020 and 2021 (n = 847). The cumulative incidence function was used to estimate the probability of discharge within 28 days of admission, accounting for competing events. A Fine and Gray sub-distribution hazard regression model was fitted to identify factors associated with time to discharge. Results: Of the 847 preterm admissions, 70.1% were discharged alive within 28 days. The median time to discharge was 14 days. The cumulative incidence of discharge by 28 days was 68%, accounting for competing events. During follow-up, 165 neonates did not complete the 28-day period, including 88 deaths. Factors significantly associated with time to discharge included place of delivery (SHR: 0.62; 95% CI: 0.53-0.73; p<0.001), maternal residence in other districts (SHR: 0.69; 95% CI: 0.48-0.99; p=0.044), extreme preterm (SHR: 0.05; 95% CI: 0.03-0.09; p<0.001), very preterm (SHR: 0.18; 95% CI: 0.14-0.25; p<0.001), moderate preterm (SHR: 0.59; 95% CI: 0.46-0.76; p<0.001), triplet births (SHR: 0.40; 95% CI: 0.23-0.68; p=0.001), 2-4 ANC visits (SHR: 0.70; 95% CI: 0.56-0.87; p=0.002), <=1 ANC visit (SHR: 0.64; 95% CI: 0.49-0.85; p=0.002), respiratory distress syndrome (SHR: 0.64; 95% CI: 0.48-0.74; p<0.001), and birth trauma (SHR: 2.62; 95% CI: 1.60-4.29; p<0.001). Conclusions: Respiratory distress syndrome, fewer antenatal care visits, out-of-district residence, and higher degrees of prematurity were associated with prolonged time to discharge among preterm neonates. Strengthening antenatal care utilization and improving access to quality neonatal care in underserved areas may enhance discharge outcomes.

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Prenatal exposure to SARS-CoV-2, early relational health, and child socio-emotional functioning in the first 6 months

Lavallee, A.; Warmingham, J. M.; Owens, J. B.; Xu, R. L.; Ahmed, I.; Atwood, G. D.; Kyle, M. H.; Hussain, M.; Chaves, V.; Arduin, E.; Lanoff, M. R.; Hyman, S. P.; Coskun, L. Z.; Shearman, N. D.; Russo, J. E.; Ettinger, S.; Greenman, E. A.; Serota, D. E.; Bence, M. L.; Hott, V.; Hu, Y.; Kurman, G.; Lara, M.; Tzul Lopez, H.; Mollicone, I.; Ravi, R.; Rodriguez, C.; Smotrich, G. C.; Lawless, A.; Ontiveros-Angel, P.; Curtin, A.; Austin, J.; Firestein, M. R.; Shuffery, L. C.; Fernandez, C. R.; Battarbee, A. N.; Bruno, A.; Dawood, F. S.; Maniatis, P.; Morrill, T. C.; Newes-Adeyi, G.; Reichle, L.; Sem

2026-03-19 pediatrics 10.64898/2026.03.12.26346895 medRxiv
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Importance: Parent/caregiver-infant early relational health (ERH) is known to play a critical role in the promotion of socio-emotional functioning and wellbeing across the life course. The negative impact of the COVID-19 pandemic on maternal mental health and secondarily on ERH and child socio-emotional functioning is clear. However, the direct impact of maternal viral exposure during pregnancy on ERH has not been investigated. Objective: The goal of this study was to determine the impact of prenatal SARS-CoV-2 exposure on ERH and infant socio-emotional functioning in the first 6 months of life. Design: Mothers with and without SARS-CoV-2 exposure during pregnancy who gave birth from 02/2020 to 09/2021 were enrolled from 05/2020 to 09/2021 in one of two parallel prospective studies (the COVID-19 Mother Baby Outcomes [COMBO] Initiative or the Respiratory Syndrome Coronavirus 2 in Pregnancy and Infancy [ESPI] COMBO sub-study). Mothers reported on their health and the socio-emotional functioning of their infant via online surveys (REDCap) at enrollment, 1, 2, 4, and 6 months. At 4 to 6 months, dyads were invited to participate in a video-based, remote assessment of ERH. Participants: 884 mother-infant dyads from three U.S. States (Alabama, New York, and Utah). Exposure: Prenatal SARS-CoV-2. Main Outcomes and Measures: Maternal-reported ERH (parental stress, parenting confidence and bonding) and observer-based ERH (video-coded quality of maternal caregiving behaviors and mother-infant emotional connection). Infant socio-emotional development assessed using the 6-month Ages and Stages Questionnaire: Socio-Emotional 2nd Edition (ASQ:SE-2). Results: 316 (36%) mothers had a positive prenatal SARS-CoV-2 exposure. Prenatal SARS-CoV-2 exposure was associated with an adjusted estimate of ~5% reduction (incidence rate ratio=0.95, 95% confidence interval [0.90, 1.00], p=0.03) in observed maternal caregiving quality, after accounting for postnatal maternal mental health and sociodemographic factors. We found no evidence of effect on other ERH constructs or infant socio-emotional functioning. Conclusions and Relevance: In this large prospective cohort study, prenatal SARS-CoV-2 was associated with a small decrement in caregiving quality, but not other ERH constructs or infant socio-emotional functioning. These findings should be interpreted as hypothesis generating and will require replication in independent studies.