Search Results (10,028)

Modern neural networks have achieved remarkable success in visual recognition; however, due to their sensitivity to domain shifts, Unsupervised Domain Adaptation (UDA) remains an open research problem. A key reason for this limitation is that source-trained models rely primarily on texture, lacking the explicit geometric information required for object recognition. To overcome this problem, we introduce CoDA, an object-centric learning framework inspired by infant cognitive development, specifically the process of object individuation. By introducing a geometric prior, our approach employs a physically grounded generation pipeline that uses a textureless “Sculpture Mode” and object isolation to complement textural information with 3D geometric features, capturing shape information that is often ignored during training. To enable robust training from scratch, we further integrate two control mechanisms: a Network Stability Scheduler to orchestrate training progression based on convergence stability, and a Dynamic Top-K Pseudo-Labeling strategy that adapts confidence thresholds for each individual class. Extensive evaluations on three real-world target datasets (VegFru, Fruits-262, and Open Images v7) demonstrate that CoDA, trained on a source dataset of just 12,000 synthetic images, achieves comparable results to (and in specific domains surpasses) ImageNet-pretrained models (leveraging 1.2 million images), significantly outperforming state-of-the-art adversarial and semi-supervised domain adaptation methods. Full article

Kidney development in the first 1000 days of life is vulnerable to numerous prenatal, perinatal, and congenital factors. This review aims to analyze the main determinants of early kidney development and to highlight the role of pediatricians in identifying at-risk infants and implementing preventive strategies to reduce the risk of chronic kidney disease (CKD). For at-risk newborns, early assessment of kidney size and function is essential for the timely detection of functional decline. Key risk factors include prenatal exposures, perinatal complications, genetic conditions, and postnatal factors. Early, tailored nephrological follow-up is crucial for preventing CKD and its complications. Determining optimal monitoring intervals through clinical, laboratory, and ultrasound evaluations enables risk stratification, ensuring closer surveillance for the most vulnerable infants during this critical window. This review integrates evidence from experimental, epidemiological, and clinical studies and highlights the importance of early-life interventions in shaping renal health across the lifespan. Full article

Background/Objectives: Early postnatal nutrition is a modifiable determinant of brain maturation in preterm infants. Exclusive human milk-based diets (EHMD) are associated with improved neurodevelopmental outcomes. The objective of this exploratory ancillary analysis of the NEOVASC randomized controlled trial was to determine whether prolonging an exclusive human milk-based diet, specifically through continued human milk-based fortification until 36 weeks postmenstrual age, is associated with differences in early brain structure and functional motor development compared with earlier introduction of bovine milk-based fortifier or formula at 32 weeks postmenstrual age. Methods: This ancillary study of the NEOVASC trial included preterm infants (<32 gestational weeks and birthweight of 500–1250 g) randomized to either prolonged EHMD until 36 weeks PMA or a diet introducing bovine milk-based fortifier or formula from 32 weeks. Quantitative brain metrics, fractional anisotropy (FA), and apparent diffusion coefficient (ADC) were analyzed at 40 weeks PMA. Functional maturation was assessed repetitively using the General Movement Optimality Score (GMOS) (34, 36, and 40 weeks PMA) and Motor Optimality Score (52 weeks PMA). Results: Fifty-four infants were included. Groups did not differ in brain growth metrics. After adjustment for imbalances in clinical characteristics, no FA or ADC differences remained statistically significant. GMOS at 40 weeks PMA was higher in the intervention group, with no differences at other time points. Conclusions: In this exploratory ancillary analysis of the NEOVASC trial, prolonging an exclusive EHMD until 36 weeks postmenstrual age was not associated with consistent differences in early brain maturation or motor performance. Given the high overall exposure to human milk in both groups, subtle effects may have been attenuated. These findings require confirmation in larger, adequately powered studies with long-term follow-up. Full article

Background: Short-term morbidities and mortality decreased significantly in the past decade at preterm born < 25 weeks of gestation. Severe lifelong morbidities affect an important part of these patients. Objective: to investigate the in-hospital morbidity, mortality, and short-term complications of preterm neonates born ≤25 weeks of gestation. Methods: A prospective longitudinal cohort study was conducted in children born 2021–2024, ≤25 weeks of gestation, admitted to a 3rd-level unit, and care till discharge. Pregnancy complications’ effect on neonatal evolution was analyzed, six main in-hospital morbidities specific for preterm birth and other aggravating circumstances, with a possible effect on the evolution were analyzed, as follows: inflammatory syndrome, early pulmonary or digestive hemorrhages, and early inotropic support. The neurological development in the first year of life was analyzed through theparticipation of premature infants in the follow-up program after discharge. Results: Forty-nine premature infants were enrolled, with a mean gestational age of 24.37 ± 0.76 weeks and an average weight of 665 ± 143 g. Most newborns required intubation at birth (42/49), and 33/49 received 2-dose surfactant therapy postnatally. NEC was present in 26.5% of the group, being more common in patients with inflammatory syndrome—increase in procalcitonin (PCT), and those who received a higher number of blood transfusions. The BPD and ROP, as well as the severity of the latter, correlated with the oxygen requirement on the 28th day of life. BPD was more common in infants associated with PDA requiring combination treatment. ROP increased with the number of transfusions required by patients. At the follow-up at the first timepoint evaluation, were 51% of the study group, and 30.6% of them had normal neurological development. At 12 months of age, however, the neurological examination was normal in only three patients (23.08%) but only 36.5% of the study group attended the follow-up. Neurodevelopmental disorders were present in 10 of the patients, one with spastic diplegia. Conclusions: In the hospital, the morbidity and survival rate of the group was like other studies. The small number of follow-up participants does not allow the generalization of the data, but as far as neurological development is concerned, it is like that of other studies. Full article

Objectives: The purpose of this study was to compare the incidence of hearing loss at three months of age in a cohort of newborns with hypoxic-ischaemic encephalopathy (HIE) treated with therapeutic hypothermia (TH) with that reported in the literature. We also evaluated potential risk factors associated with audiological impairment and changes in hearing threshold during follow-up. Methods: This retrospective observational cohort study was conducted at the Neonatal Intensive Care Unit of the Fondazione Policlinico Universitario A. Gemelli, IRCCS in Rome, Italy, between January 2017 and December 2023. Infants underwent audiological screening and a full diagnostic evaluation at three months of age and were followed during the first year of life. Results: A total of 149 infants were enrolled, and hearing loss was identified in six (4.0%) at three months of age. Two of these six infants showed an improvement in their hearing threshold, resulting in a prevalence of permanent bilateral sensorineural hearing loss (SNHL) of four out of 149 infants (2.7%), with no cases of late-onset hearing loss detected. Gestational age was identified as an independent protective factor against SNHL (OR 0.49; 95% CI 0.22–0.91). Conclusions: The audiological screening program demonstrates effectiveness in early intervention for diagnosing and treating hearing loss. Infants with HIE are at high risk for hearing disorders and require increased attention in neonatological and audiological management. Management should be individualized based on specific risk factors. The association between gestational age and susceptibility to cochlear damage should be confirmed by further studies. Full article

Background: Despite the introduction in 2017 of mandatory vaccination for the hexavalent and the measles–mumps–rubella–varicella vaccines, childhood vaccination coverage in Sicily (Italy) remains below the recommended and safety threshold of 95%. A catch-up vaccination intervention was implemented for the pediatric population of the 2022–2023 birth cohorts residing in a health district of Palermo (Bagheria) where in 2024, 24-month coverage for polio and measles was 77.29% and 77.62%, respectively. Methods: A cross-sectional study with a before–after component was conducted between June 2025 and December 2025, with the aim of evaluating the increase in vaccination coverage. A questionnaire was administered to the parents of non-compliant children to investigate the determinants of infant vaccine hesitancy. Results: Collaboration with primary care pediatricians and the organization of active call sessions and extra vaccination sessions resulted in an increase in vaccination coverage of approximately 10–12 percentage points in both birth cohorts. The investigation of the determinants of vaccination adherence showed some significant associations: “perception of infectious disease risk” (OR: 7.91; p = 0.009) and “expectations of a positive outcome from vaccination” (OR: 8.62; p = 0.003). Vaccine information sources such as the internet and media were associated with refusal of catch-up vaccination (OR 0.47, p < 0.001; and OR 0.13, p = 0.026, respectively). Conclusions: Despite methodological limitations, such as the self-reported nature of the survey data, the study demonstrated the usefulness of local strategies aimed at vaccination catch-up, representing a valuable example of local public health practice and effectively contributing to improved vaccination coverage in the pediatric population. Full article

Human milk oligosaccharides (HMOs) exhibit substantial inter-individual and secretor-dependent variation, yet comprehensive quantitative data across diverse maternal phenotypes remain limited. In this study, we analyzed 578 human milk samples from four Asian populations using a dual mass spectrometry approach, combining quadrupole time-of-flight (Q-TOF) for structural profiling and triple quadrupole (QQQ) mass spectrometry for absolute quantitation of 15 major HMOs. Samples were classified into Secretor (76.7%) and Non-Secretor (23.3%) groups based on α-1,2-fucosylated HMO profiles. Secretor milk was enriched in α-1,2-fucosylated HMOs, whereas Non-Secretor milk showed markedly reduced levels of these structures. However, Non-Secretor retained substantial total fucosylated HMOs (65–76% of Secretor levels), accompanied by increased α-1,3/4-fucosylated structures, including up to 3.2-fold higher levels of 3-fucosyllactose (3-FL). Sensitive QQQ quantitation further revealed trace levels of α-1,2-fucosylated HMOs in Non-Secretor at concentrations 10–100-fold lower than in Secretor. Correlation analysis indicated an inverse relationship between α-1,2- and α-1,3-fucosylation patterns, consistent with redistribution of fucosylation pathways. These findings suggest that the Non-Secretor phenotype represents a distinct compositional state rather than a simple loss of α-1,2-fucosylation and provide a quantitative framework for phenotype-informed nutritional strategies. Full article

Background/Objectives: The Korean Global Antimicrobial Resistance Surveillance System monitors bloodstream Staphylococcus aureus infections by combining antimicrobial susceptibility testing (AST) with conventional polymerase chain reaction (PCR). Considering the clinical significance of methicillin-resistant S. aureus (MRSA), we performed an in-depth analysis of isolates showing genotypic–phenotypic discrepancies. Methods: Isolates were collected from designated collection centers in the Republic of Korea between 2017 and 2024. The 30 μg cefoxitin disk diffusion method was used to define the phenotypes. PCR targeting mecA and the staphylococcal cassette chromosome mec (SCCmec) was used to identify genotypes through gel electrophoresis. Long-read whole-genome sequencing (WGS) was performed using the Revio system (Pacific Biosciences) for isolates exhibiting discrepancies between phenotypes and genotypes. Results: In total, 5808 isolates were screened, and seven cases of genotypic–phenotypic discrepancies were identified, including one infant and six elderly patients with chromosomal SCCmec type IV. Although WGS confirmed intact PCR primer-binding sites, structural alterations were observed: three isolates had normal-length mecA and mecR1, two had partial deletions in mecA, and two featured either mecA or mecR1 split into two proteins. Notably, although the six isolates with intact mecR1 genes matched the nucleotide length of SCCmec type IV, their sequences exhibited high homology with SCCmec type II. Conclusions: Despite the presence of mecA, the non-standard configuration of regulatory genes within the SCCmec elements suppressed actual resistance expression. Because conventional PCR focusing on partial gene segments could overlook such phenotypic traits, the meticulous observation and implementation of WGS are crucial for the accurate characterization of genotypic–phenotypic discrepancies. Full article

Groundwater plays an indispensable role in daily life. However, with the continuous advancement of industrialization, more attention should be paid to the quality of groundwater and the associated potential health risks in areas surrounding industrial parks. In this study, groundwater samples collected in the city of the Tibetan Plateau during the wet season (WS) and dry season (DS) were analyzed using Piper diagrams, Gibbs diagrams, and correlation analysis. The results elucidated the hydrochemical characteristics, formation mechanisms, and controlling factors of groundwater in the area. Groundwater potability was assessed using the Entropy-weighted Water Quality Index (EWQI) method. In addition, the health risk assessment model was applied to evaluate potential risks for four population groups, with NO₃⁻ and F⁻ selected as representative groundwater pollutants. The findings revealed that groundwater in the study zone was typically moderately alkaline and characterized primarily as soft–fresh and hard–fresh. The groundwater in both seasons mainly exhibited HCO₃–Ca chemical facies. Water–rock interactions involving silicate and carbonate minerals were identified as key processes controlling the hydrochemical composition in both seasons. EWQI results showed that groundwater quality for drinking purposes was excellent in the seasons. Sensitivity analysis further showed that Cl− exerted the greatest influence on the drinking water quality evaluation in both seasons. Health risk assessments revealed that the risks posed by NO₃⁻ and F⁻ to infants, children, adult females, and adult males remained within acceptable limits (with max values of 0.63, 0.39, 0.28, and 0.33 in the WS, and 0.59, 0.36, 0.26, and 0.31 in the DS, respectively). However, infants exhibited greater susceptibility than the other groups across seasons, with a risk index approximately twice that of adults. Overall, the findings contribute valuable insights for the sustainable management and planning of groundwater resources in the study zone. Future research could refine the risk assessment model with localized data and explore mitigation strategies for elevated risks in specific seasons or regions. Full article

Background/Objectives: Surfactant has been delivered via less-invasive surfactant administration (LISA) in our neonatal intensive care unit (NICU) since 2020. Data have been monitored and the literature regularly reviewed to improve our LISA practice. The purpose of this project is to share the clinical practice changes made to help other NICU providers fine-tune their LISA practice. Methods: The original LISA criteria included babies with GA 27–36 6/7 w, on > 21% O₂, on continuous positive airway pressure (CPAP), pCO₂ < 70 if a blood gas was obtained, and radiographic and/or clinical evidence of respiratory distress syndrome (RDS). Current criteria include GA 25–35 6/7 w and minimum CPAP + 6. This manuscript highlights the changes made since 2023. To monitor these changes, targeted data from the entire cohort were examined before and after each change. Results: LISA was attempted on 399 babies (average (SD) GA 31.7 (2.7), birth weight 1752 (590), with a procedural success rate of 97%. Overall, 18% required intubation within 7 days after LISA. The median (IQR) for FiO₂ was 32 (28, 40) prior to LISA and 23 (21, 30) post-LISA and the hour of age of LISA was 4 (2.5, 9.9). LISA procedure success rate was increased by the use of video laryngoscopy as well as reinforcement of the use of sucrose sedation and swaddling; our first attempt success increased overall from 39% to 52%. After the introduction of a clinical RDS score (Downes), there was an expected and logical increase in the number of infants requiring intubation within 7 days of LISA indicating likely over-treatment prior to this change. After implementation of a clearly described plan for babies <28 w gestation there was a decrease in the hour of age of LISA from 3 (2.5, 4.5) to 2 (0.8, 3) h. Conclusions: It is critical to continually evaluate a new practice and identify strategic changes. We offer our changes to assist others starting or using LISA. Full article

Background/Objectives: Skin-to-skin contact (SSC) between mother and infant is known to promote breastfeeding initiation and early bonding. However, evidence regarding the sustained effects of daily SSC during the postpartum period on breastfeeding outcomes and maternal mental health remains limited. This study aimed to evaluate the effects of structured daily SSC on breastfeeding outcomes, lactation status, and maternal postnatal mental health in a real-world clinical setting. Methods: A quasi-experimental design was used to compare mothers who performed daily SSC (SSC group) with those receiving care as usual (control group). Data were collected on postpartum Day 1, Day 3, Week 2, and Week 4. Primary outcomes included exclusive breastfeeding duration, continued breastfeeding duration, and lactation status. Multiple linear regression analyses adjusted for baseline breastfeeding intention and maternal age. Results: A total of 50 mother–infant dyads were included (SSC: n = 40; control: n = 10). The SSC group was associated with longer exclusive and continued breastfeeding durations and better lactation status (p < 0.05). Depressive symptoms did not differ significantly between groups, although both groups showed decreasing trends over time. After adjustment, daily SSC remained significantly associated with longer exclusive breastfeeding duration (adjusted β = 9.18 days, p = 0.034) and continued breastfeeding duration (adjusted β = 10.57 days, p = 0.001). Conclusions: Daily SSC is a simple and feasible intervention that may be associated with improved breastfeeding outcomes and lactation performance. Incorporating structured SSC into routine postpartum care may support breastfeeding sustainability and maternal recovery. Full article

Objectives: Primary hyperoxaluria type III (PH3) causes kidney stones in children and adults. Gas chromatography/mass spectrometry (GC/MS)-based metabolomics has been applied to study patients with primary hyperoxaluria types I and II, 2,8-dihydroxyadenine lithiasis, and xanthinuria types I to III. This study was performed to verify the usefulness of this technique for the diagnosis of PH3. Specifically, we evaluated an 8-month-old infant with recurrent kidney stones. Methods: GC/MS-based metabolomics was performed on spot urine samples using initial urease pretreatment without fractionation. Results: Metabolomics revealed increased levels of 2,4-dihydroxyglutarate and 4-hydroxyglutamate. No simultaneous elevations of these two critical biomarkers were observed in other patients, except for one case of PH3 confirmed by the identification of HOGA1 mutations. A moderate increase in 4-hydroxyglutamate has been observed only in cases of primary hyperammonemia, in which analytes such as orotate, uridine, glutamine, or proline, but not 2,4-dihydroxyglutarate, are biomarkers, thus distinguishing PH3 from primary hyperammonemia. Conclusions: GC/MS-based urine metabolomics enables the rapid screening and chemical diagnosis of PH3 and other congenital anomalies that cause urolithiasis. This technique can also be used to monitor disease progression, as patients with PH3 benefit from long-term follow-up, particularly when transitioning from childhood to adulthood. The timely identification of patients with hereditary urolithiasis is crucial. To address this, a discussion was had about the current diagnostic criteria. Full article

Approximately 1–2% of infants have cow’s milk protein allergy (CMPA). From a clinical perspective, diagnosing CMPA using the oral food challenge (OFC) is high risk, necessitating safer alternatives. One possible alternative is component-resolved diagnostics (CRD). This narrative review examines specific IgE (sIgE) thresholds for cow’s milk protein in predicting outcomes of OFCs in European children. Eligible studies focusing on CRD in European pediatric populations were identified through PubMed and Scopus databases. Our findings highlight the crucial role of Bos d 8 (casein) in the diagnostic process. Among the analyzed milk components, Bos d 8 appeared to be a promising marker for predicting positive OFC outcomes in several cohorts. However, due to significant population heterogeneity, conflicting findings exist, with some studies indicating that no single molecular component is consistently superior to whole cow’s milk specific IgE. While other molecules, such as Bos d 6 and lactoferrin, showed limited diagnostic utility, specific IgE to Bos d 8 demonstrated the highest clinical value. Although the double-blind, placebo-controlled food challenge (DBPCFC) remains the gold standard for CMPA diagnosis, the use of Bos d 8 in CRD is a key step toward risk stratification and may help reduce the need for high-risk OFCs in selected patients. Full article

Background/Objectives: Maternal valaciclovir therapy is increasingly used to reduce fetal viral replication in cases of primary cytomegalovirus (CMV) infection during pregnancy. However, data on its impact on early neurodevelopmental outcomes remain limited. This study aimed to evaluate the association between prenatal valaciclovir exposure and early neurodevelopment in infants with confirmed congenital CMV infection (cCMV). Methods: In this retrospective monocentric cohort study, 30 infants with PCR-confirmed cCMV infection were assessed at 4–8 months of age using the Bayley Scales of Infant and Toddler Development, Third Edition (Bayley-III). Infants were stratified according to prenatal exposure to maternal valaciclovir. Univariate analyses and multivariable linear regression models were performed to evaluate the association between prenatal antiviral exposure and cognitive outcome, adjusting for brain MRI findings and selected clinical variables. Results: Fifteen infants (50%) were exposed to prenatal valaciclovir. Exposed infants demonstrated higher cognitive composite scores compared with unexposed infants (median 105 [IQR 100–110] vs. 90 [85–110]; p = 0.030). In multivariable analysis, prenatal valaciclovir exposure remained significantly associated with higher cognitive scores (β = 11.89, 95% CI 2.86–20.92; p = 0.012), while neonatal MRI abnormalities were not independently associated with outcome. No significant differences were observed in language or motor domains. The final model explained 30% of the variance in cognitive scores (R² = 0.30). Conclusions: Prenatal valaciclovir exposure was associated with higher cognitive composite scores after adjustment for selected covariates. Although causality cannot be inferred, these findings suggest a potential association with early neurodevelopmental outcomes and support the inclusion of functional neurodevelopmental endpoints in future prospective studies. These results should be considered exploratory and hypothesis-generating Full article

Background: Respiratory syncytial virus (RSV) is a leading global pathogen of acute lower respiratory tract infection, posing significant risks to infants, the elderly, and immunocompromised patients. Artemisia argyi Levl.et Vant Extract (AALE) and its active components have a variety of pharmacological effects, but their anti-RSV potential remains unclear. The aim of this study is to investigate the anti-RSV activity of AALE and parthenolide and its underlying mechanisms. Methods: Cell counting kit-8 (CCK-8) assay was used to determine the anti-RSV activities of AALE and parthenolide. Time-of-addition assay and phase of action analysis were used to explore the effect of drugs on the viral replication cycle. Quantitative polymerase chain reaction (qRCR), immunofluorescence (IF) and Western blot (WB) were used to investigate the effects of AALE and parthenolide on RSV-F gene and protein and on RIG-I/TLR-3 pathway related molecules in vitro. In vivo antiviral efficacy was verified by hematoxylin–eosin (HE) staining for lung histopathology, quantitative real-time PCR (qPCR) quantification of RSV-F, RIG-I, TLR-3, IRF3, IL-6, and IFN-β gene expression in lung tissues, and enzyme-linked immunosorbent assay (ELISA) for serum IL-6 and IFN-β levels. Results: AALE exhibited the strongest anti-RSV activity among the extracts (SI = 27.6), while parthenolide was the most potent monomeric compound (SI = 8.19). In vitro, both AALE and parthenolide were effective in the co-treatment and post-treatment models, reducing RSV-F gene and F protein levels in infected cells. Furthermore, they alleviated RSV infection by regulating RIG-I and TLR-3 pathway-related genes and proteins. In vivo, AALE and parthenolide suppressed lung index and RSV proliferation, attenuated lung injury, and down-regulated RIG-I, TLR-3, IRF3, IL-6, and IFN-β expression in the lungs of RSV-infected mice. Conclusions: AALE and its component parthenolide can inhibit the invasion and replication of RSV, making it a potential candidate for the treatment of RSV-related diseases. Full article