Most-cited articles · 2024
The 50 most-cited articles in Pediatric Research, 2024
Ranked by OpenAlex citation count on 29 October 2026, out of 767 eligible articles Pediatric Research published in 2024. Ranks are frozen; this page will not change. Number one, with 105 citations: Global, regional, and national burden of type 1 diabetes in adolescents and young adults.
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The 2024 list is led by work on global and population health, metabolic and growth assessment, and environmental or social influences on child health. The most-cited article is “Global, regional, and national burden of type 1 diabetes in adolescents and young adults” by Boshen Gong, Wanyu Yang, Yumin Xing and colleagues, with 105 citations. Other highly cited entries examine waist-to-height ratio against DEXA-measured fat mass in children, media parenting practices and adolescent screen use, and climate change and inequality.
For readers, the list offers a citation-based view of which 2024 Pediatric Research articles drew the most attention in the literature. It covers clinical, epidemiological, and review work, with several entries on preterm birth, neonatal care, asthma, and environmental exposures. Citation counts indicate scholarly attention rather than quality or clinical importance, and the ranking reflects OpenAlex data for the 767 eligible articles.
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- 1top 0.2%
Global, regional, and national burden of type 1 diabetes in adolescents and young adults
Boshen Gong, Wanyu Yang, Yumin Xing, Yaxin Lai, Zhongyan Shan
105 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03107-5OpenAlex
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BACKGROUND: Type 1 diabetes (T1D) incidence in adolescents varies widely, but has increased globally in recent years. This study reports T1D burden among adolescents and young adults aged 10-24-year-old age group at global, regional, and national levels. METHODS: Based on the Global Burden of Disease Study 2019, we described the burden of T1D in the 10-24-year-old age group. We further analyzed these trends by age, sex, and the Social Development Index. Joinpoint regression analysis was used to assess temporal trends. RESULTS: T1D incidence among adolescents and young adults increased from 7·78 per 100,000 population (95% UI, 5·27-10·60) in 1990 to 11·07 per 100,000 population (95% UI, 7·42-15·34) in 2019. T1D mortality increased from 5701·19 (95% UI, 4642·70-6444·08) in 1990 to 6,123·04 (95% UI, 5321·82-6887·08) in 2019, representing a 7·40% increase in mortality. The European region had the highest T1D incidence in 2019. Middle-SDI countries exhibited the largest increase in T1D incidence between 1990 and 2019. CONCLUSION: T1D is a growing health concern globally, and T1D burden…
- 2top 0.3%
Waist-circumference-to-height-ratio had better longitudinal agreement with DEXA-measured fat mass than BMI in 7237 children
Andrew O. Agbaje
79 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03112-8OpenAlex
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BACKGROUND: The absolute agreement of surrogate measures of adiposity with dual-energy X-ray absorptiometry (DEXA)-measured body composition was examined. METHODS: Over a 15-year follow-up, 7237 (3667 females) nine-year-old children from the Avon Longitudinal Study of Parents and Children (ALSPAC) UK birth cohort were included. Total fat mass (FM) and trunk FM were serially measured with DEXA at ages 9, 11, 15, 17, and 24 years. BMI and waist circumference-to-height ratio (WHtR) were computed. Pearson's correlations, intraclass correlations (ICC), and area under curve (AUC) analyses were conducted. RESULTS: Over 15 years, BMI, total FM, and trunk FM, increased but WHtR was relatively stable. WHtR provided a better longitudinal absolute agreement [males ICC 0.84 (95% CI 0.84-0.85); females 0.81 (0.80-0.82)] than BMI [(males (0.65 (0.64-0.66); females 0.72 (0.71-0.73)] with total FM as well as trunk FM from ages 9-24 years. WHtR cut-point for predicting excess total FM (75th-95th percentile) was 0.50-0.53 in males [AUC 0.86-0.94, sensitivity 0.51-0.79 and specificity 0.93-0.95]. WHtR…
- 3top 0.4%
Associations between media parenting practices and early adolescent screen use
Jason M. Nagata, Angel Paul, Felicia Yen, Zacariah Smith-Russack, Iris Yuefan Shao and 6 more
67 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03243-yOpenAlex
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BACKGROUND: To assess the prevalence of various media parenting practices and identify their associations with early adolescent screen time and problematic social media, video game, and mobile phone use. METHODS: Cross-sectional data from Year 3 of the Adolescent Brain Cognitive Development (ABCD) Study (2019-2022) that included 10,048 adolescents (12-13 years, 48.3% female, 45.6% racial/ethnic minorities) in the US were analyzed using multiple linear regression analyses adjusting for potential confounders. RESULTS: Parent screen use, family mealtime screen use, and bedroom screen use were associated with greater adolescent screen time and problematic social media, video game, and mobile phone use. Parental use of screens to control behavior (e.g., as a reward or punishment) was associated with higher screen time and greater problematic video game use. Parental monitoring of screens was associated with lower screen time and less problematic social media and mobile phone use. Parental limit setting of screens was associated with lower screen time and less problematic social media,…
- 4top 0.6%
Climate change and inequality
Ella Sandrine Parsons, Ashley H. Jowell, Erika M. Veidis, Michèle Barry, Sonoo Thadaney Israni
60 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03153-zOpenAlex
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This review explores how climate change is manifesting along existing lines of inequality and thus further exacerbating current health disparities with a particular focus on children and future generations. Climate change risk and vulnerability are not equally distributed, nor is the adaptive capacity to respond to its adverse effects, which include health consequences, economic impacts, and displacement. Existing lines of inequality are already magnifying the adverse effects of climate change. Today's children and future generations will experience a disproportionate number of adverse climate events than prior generations, especially children in lower-income populations, communities of color, and Indigenous communities. In order to mitigate the crisis of inequity accompanying the climate crisis, systemic action must be taken on a global scale - with a focus on protecting children and future generations, and in empowering youth-led environmental activism and engagement in climate policy. IMPACT STATEMENT: Our review offers a current summary of the ways in which inequality is…
- 5top 0.7%
Psychological distress in the neonatal intensive care unit: a meta-review
Lizelle van Wyk, Athenkosi P Majiza, Cordelia S E Ely, Lynn T. Singer
49 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03599-1OpenAlex
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INTRODUCTION: Parental psychological distress (PD) (anxiety, depression, stress and post-traumatic stress syndrome) can adversely affect parents' own physical and mental health as well as their children's long-term health and development. Numerous studies have addressed PD in mothers of infants admitted to NICU, with interventions proposed, but few have addressed the impact on fathers or other family members. The present review examined systematic reviews that addressed PD in NICU and potential interventions. METHODS: A meta-review was performed by searching various databases between 2000 and May 2024. RESULTS: Fifty-four studies were included. The incidence of maternal PD varied depending on the screening tool used (13-93%), as did paternal PD (0.08-46%). The incidence of PD in sexual, racial and gender minorities, siblings, grandparents and those in lower-middle income countries is not known. Numerous screening tools were used with a wide variety of cut-off values. Various intervention programmes were evaluated and showed contradictory evidence regarding their effect on PD.…
- 6top 0.8%
Perinatal compromise affects development, form, and function of the hippocampus part one; clinical studies
Tegan A. White, Stephanie Miller, Amy E. Sutherland, Beth J. Allison, Emily J. Camm
41 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03105-7OpenAlex
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The hippocampus is a neuron-rich specialised brain structure that plays a central role in the regulation of emotions, learning and memory, cognition, spatial navigation, and motivational processes. In human fetal development, hippocampal neurogenesis is principally complete by mid-gestation, with subsequent maturation comprising dendritogenesis and synaptogenesis in the third trimester of pregnancy and infancy. Dendritogenesis and synaptogenesis underpin connectivity. Hippocampal development is exquisitely sensitive to perturbations during pregnancy and at birth. Clinical investigations demonstrate that preterm birth, fetal growth restriction (FGR), and acute hypoxic-ischaemic encephalopathy (HIE) are common perinatal complications that alter hippocampal development. In turn, deficits in hippocampal development and structure mediate a range of neurodevelopmental disorders, including cognitive and learning problems, autism, and Attention-Deficit/Hyperactivity Disorder (ADHD). In this review, we summarise the developmental profile of the hippocampus during fetal and neonatal life and…
- 7top 1%
Thermoregulation for very preterm infants in the delivery room: a narrative review
Emma A Dunne, Colm Patrick Finbarr O’Donnell, Britt Nakstad, Lisa K McCarthy
34 citationsOpen access (CC-BY)doi:10.1038/s41390-023-02902-wOpenAlex
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Abstract Abnormal temperature in preterm infants is associated with increased morbidity and mortality. Infants born prematurely are at risk of abnormal temperature immediately after birth in the delivery room (DR). The World Health Organization (WHO) recommends that the temperature of newly born infants is maintained between 36.5–37.5oC after birth. When caring for very preterm infants, the International Liaison Committee on Resuscitation (ILCOR) recommends using a combination of interventions to prevent heat loss. While hypothermia remains prevalent, efforts to prevent it have increased the incidence of hyperthermia, which may also be harmful. Delayed cord clamping (DCC) for preterm infants has been recommended by ILCOR since 2015. Little is known about the effect of timing of DCC on temperature, nor have there been specific recommendations for thermal care before DCC. This review article focuses on the current evidence and recommendations for thermal care in the DR, and considers thermoregulation in the context of emerging interventions and future research directions. Impact…
- 8top 1.1%
Viral infections in pregnancy and impact on offspring neurodevelopment: mechanisms and lessons learned
Emma F. Yates, Sarah B. Mulkey
32 citationsOpen accessdoi:10.1038/s41390-024-03145-zOpenAlex
- 9top 1.2%
Long-term PM2.5 exposure is associated with asthma prevalence and exhaled nitric oxide levels in children
Yi‐Giien Tsai, Chia‐Pin Chio, Kuender D. Yang, Ching‐Hsiung Lin, Yen‐Po Yeh and 5 more
31 citationsdoi:10.1038/s41390-023-02977-5OpenAlex
- 10top 1.4%
Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning
He Ping, Theo J. Moraes, Darlene Liying Dai, Myrtha E. Reyna-Vargas, Ruixue Dai and 10 more
31 citationsOpen access (CC-BY)doi:10.1038/s41390-023-02988-2OpenAlex
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BACKGROUND: Early identification of children at risk of asthma can have significant clinical implications for effective intervention and treatment. This study aims to disentangle the relative timing and importance of early markers of asthma. METHODS: Using the CHILD Cohort Study, 132 variables measured in 1754 multi-ethnic children were included in the analysis for asthma prediction. Data up to 4 years of age was used in multiple machine learning models to predict physician-diagnosed asthma at age 5 years. Both predictive performance and variable importance was assessed in these models. RESULTS: Early-life data (≤1 year) has limited predictive ability for physician-diagnosed asthma at age 5 years (area under the precision-recall curve (AUPRC) < 0.35). The earliest reliable prediction of asthma is achieved at age 3 years, (area under the receiver-operator curve (AUROC) > 0.90) and (AUPRC > 0.80). Maternal asthma, antibiotic exposure, and lower respiratory tract infections remained highly predictive throughout childhood. Wheezing status and atopy are the most important predictors of…
- 11top 1.5%
Human milk extracellular vesicles modulate inflammation and cell survival in intestinal and immune cells
Brett Vahkal, Illimar Altosaar, Ardeshir Ariana, Josie Jabbour, Falia Pantieras and 6 more
29 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03757-5OpenAlex
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Human milk contains extracellular vesicles (EVs) that carry bioactive molecules such as microRNA, to the newborn intestine. The downstream effects of EV cargo on signaling and immune modulation may shield neonates against inflammatory diseases, including necrotizing enterocolitis. Premature infants are especially at risk, while human milk-feeding may offer protection. The effect of gestational-age specific term and preterm EVs from transitional human milk was characterized on human intestinal epithelial cells (HIECs and Caco-2), primary macrophages, and THP-1 monocytes. We hypothesized that term and preterm EVs differentially influence immune-related cytokines and cell death. We found that preterm EVs were enriched in CD14 surface marker, while both term and preterm EVs increased epidermal growth factor secretion. Following inflammatory stimuli, only term EVs inhibited secretion of IL-6 in HIECs, and reduced expression of pro-inflammatory cytokine IL-1β in macrophages. Term and preterm EVs inhibited secretion of IL-1β and reduced inflammasome related cell death. We proposed that…
- 12top 1.6%
Regional variability in therapeutic hypothermia eligibility criteria for neonatal hypoxic-ischemic encephalopathy
Jacopo Proietti, Geraldine B. Boylan, Brian Henry Walsh
28 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03184-6OpenAlex
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Early induced therapeutic hypothermia represents the cornerstone treatment in neonates with probable hypoxic-ischemic encephalopathy. The selection of patients for treatment usually involves meeting criteria indicating evidence of perinatal hypoxia-ischemia and the presence of moderate or severe encephalopathy. In this review, we highlight the variability that exists between some of the different regional and national eligibility guidelines. Determining the potential presence of perinatal hypoxia-ischemia may require either one, two or three signs amongst history of acute perinatal event, prolonged resuscitation at delivery, abnormal blood gases and low Apgar score, with a range of cutoff values. Clinical neurological exams often define the severity of encephalopathy differently, with varying number of domains required for determining eligibility and blurred interpretation of findings assigned to different severity grades in different systems. The role of early electrophysiological assessment is weighted differently. A clinical implication is that infants may receive different care…
- 13top 1.7%
Antibiotic exposure for culture-negative early-onset sepsis in late-preterm and term newborns: an international study
Varvara Dimopoulou, Claus Klingenberg, Lars Navér, Viveka Nordberg, Alberto Berardi and 25 more
27 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03532-6OpenAlex
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BACKGROUND: Early-life antibiotic exposure is disproportionately high compared to the burden of culture-proven early-onset sepsis (CP-EOS). We assessed the contribution of culture-negative cases to the overall antibiotic exposure in the first postnatal week. METHODS: We conducted a retrospective analysis across eleven countries in Europe, North America, and Australia. All late-preterm and term infants born between 2014 and 2018 who received intravenous antibiotics during the first postnatal week were classified as culture-negative cases treated for ≥5 days (CN ≥ 5d), culture-negative cases treated for <5 days (CN < 5d), or CP-EOS cases. RESULTS: Out of 757,979 infants, 21,703 (2.9%) received intravenous antibiotics. The number of infants classified as CN ≥ 5d, CN < 5d, and CP-EOS was 7996 (37%), 13,330 (61%), and 375 (1.7%). The incidence of CN ≥ 5d, CN < 5d, and CP-EOS was 10.6 (95% CI 10.3-10.8), 17.6 (95% CI 17.3-17.9), and 0.49 (95% CI 0.44-0.54) cases per 1000 livebirths. The median (IQR) number of antibiotic days administered for CN ≥ 5d, CN < 5d, and CP-EOS was 77 (77-78), 53…
- 14top 1.9%
Postnatal growth and neurodevelopment at 2 years’ corrected age in extremely low birthweight infants
David A. Nyakotey, Angelica M. Clarke, Barbara Elizabeth Cormack, Frank Harry Bloomfield, Jane Elizabeth Harding and 25 more
27 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03054-1OpenAlex
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BACKGROUND: Faltering postnatal growth in preterm babies is associated with adverse neurodevelopment. However, which growth reference is most helpful for predicting neurodevelopment is unknown. We examined associations between faltering growth and developmental delay in extremely low birthweight (ELBW) infants. METHODS: We categorized faltering growth (z-score decrease ≥0.8 for weight/length, >1 for head circumference) between birth, 4 weeks, 36 weeks' postmenstrual age and 2 years' corrected age using fetal (Fenton, UK-WHO and Olsen) and healthy preterm (INTERGROWTH-21st) references. Associations between faltering growth and developmental delay were examined using binary logistic regression and area under the receiver operating curve (AUC). RESULTS: In 327 infants, Olsen charts identified the highest prevalence of faltering growth (weight 37%, length 63%, head 45%). Agreement in classification was higher amongst fetal references (kappa coefficient, ĸ = 0.46-0.94) than between INTERGROWTH-21st and fetal references (ĸ = 0.10-0.81). Faltering growth in all measures between 4-36 weeks…
- 15top 2%
Decision-making for children and adolescents: a scoping review of interventions increasing participation in decision-making
Inga Bosch, Hermann Siebel, Maike Heiser, Laura Inhestern
26 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03509-5OpenAlex
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PURPOSE: To review and synthesize the literature on interventions to facilitate shared decision-making or to increase participation in decision-making in pediatrics focusing on interventions for children and adolescents. METHODS: We systematically searched three electronic databases (September 2021, update in September 2022). We included studies that aimed to increase involvement of children and adolescents in medical or treatment decisions, regardless of study design and reported outcomes. Study quality was assessed using the MMAT. The synthesis strategy followed a narrative methodology. RESULTS: 21 studies met the inclusion criteria. Interventions aimed to increase participation by provision of information, encouraging active participation and collaboration. Didactic strategies included digital interactive applications (n = 12), treatment protocols and guiding questions (n = 12), questionnaires or quizzes about patients' condition or their knowledge (n = 8), visual aids (n = 4), and educational courses (n = 1). Findings indicate positive effects on some of the investigated…
- 16top 2.1%
Long-term health in individuals born preterm or with low birth weight: A cohort study
Coralie Amadou, Pierre‐Yves Ancel, Jennifer A. Zeitlin, Céline Ribet, Marie Zins and 1 more
26 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03346-6OpenAlex
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Abstract Background To measure the association of prematurity and non-preterm low birth weight (LBW) with several long-term health outcomes. Methods We selected adult participants from the Constances cohort. Associations between preterm birth (<37 weeks versus ≥37 weeks) and outcomes were measured using modified Poisson regression with adjustment for participant age and parental history. We used the same modeling methods to measure the association between LBW (i.e., Results Among 30,295 participants, preterm birth (5.2%) was associated with (RR[CI95]): obesity (1.25[1.08–1.46]), hypertriglyceridemia (1.23[1.07–1.42]), high LDL-cholesterol (1.16[1.05–1.28]), high blood pressure (HBP) (1.22[1.08–1.36]), metabolic syndrome (1.35[1.06–1.71]), non-alcoholic fatty liver disease (1.26[1.08–1.47]), allergic and atopic symptoms (1.06[1.01–1.12]), and lack of tertiary education (1.11[1.02–1.20]). Women had a significantly higher risk of hypertriglyceridemia and metabolic syndrome. In non-preterm participants, LBW was associated with prediabetes/diabetes (1.30[1.12–1.52]), HBP…
- 17top 2.3%
Methods of identifying surgical Necrotizing Enterocolitis—a systematic review and meta-analysis
George Stephen Bethell, Ian Howard Jones, Cheryl Battersby, Marian Knight, Nigel John Hall
26 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03292-3OpenAlex
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BACKGROUND: Current data suggests potential benefit of earlier surgery for necrotizing enterocolitis (NEC) however this requires accurate prognostication early in the disease course. This study aims to identify and determine the effectiveness of previously reported methods or tests for the identification of surgical NEC. METHODS: Systematic review and meta-analysis with registration on PROSPERO including articles describing a method of identifying surgical NEC. Outcomes of interest were effectiveness and repeatability of index test. RESULTS: Of the 190 full-text articles screened, 90 studies were included which contained 114 methods of identifying surgical NEC in 9546 infants. Of these methods, 44 were a scoring system, 37 a single biomarker, 24 an imaging method, and 9 an invasive method. Sensitivity and specificity ranged from 12.8-100% to 13-100%, respectively. Some methods (9.6%) provided insufficient methods for repeatability within clinical practice or research. Meta-analyses were possible for only 2 methods, the metabolic derangement 7 score and abdominal ultrasound.…
- 18top 2.4%
Development and child health in a world of synthetic chemicals
Jessica L. Wager, Jennifer Anne Thompson
25 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03547-zOpenAlex
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Chemical pollution is one of today's most significant threats to the developmental potential of children worldwide. Maternal exposure to toxicants can perturb sensitive windows of fetal development, indirectly through promoting antenatal disorders, abnormal placental adaptation, or directly through maternal-fetal transport. Current evidence clearly shows that persistent organic chemicals promote hypertensive disorders of pregnancy, placental abnormalities, and fetal growth restriction, whereas findings are less consistent for phthalates and bisphenols. Prospective birth cohorts strongly support a link between adverse neurodevelopmental outcomes and prenatal exposure to flame retardants and organophosphate pesticides. Emerging evidence reveals a potential association between in utero exposure to bisphenols and childhood behavioral disorders, while childhood metabolic health is more consistently associated with postnatal exposure to phthalates and bisphenols. IMPACT: Synthesizes emerging evidence linking modern forms of chemical pollution to antenatal disorders, fetal growth…
- 19top 2.5%
Butyrate protects the intestinal barrier by upregulating Fut2 expression via MEK4-JNK signaling pathway activation
Dan-Dan Zhang, Zhao-Xi Huang, Xiao-Chen Liu, Xiang-Ping Ding, Ling Li and 4 more
25 citationsdoi:10.1038/s41390-024-03419-6OpenAlex
- 20top 2.7%
Early prediction of mortality and morbidities in VLBW preterm neonates using machine learning
Chi-Hung Shu, Rema Zebda, Camilo A. Espinosa, Jonathan D. Reiss, Anne Debuyserie and 3 more
24 citationsOpen accessdoi:10.1038/s41390-024-03604-7OpenAlex
- 21top 2.8%
Sleep as a driver of pre- and postnatal brain development
Eline R. de Groot, Jeroen Dudink, Topun Austin
24 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03371-5OpenAlex
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In 1966, Howard Roffwarg proposed the ontogenic sleep hypothesis, relating neural plasticity and development to rapid eye movement (REM) sleep, a hypothesis that current fetal and neonatal sleep research is still exploring. Recently, technological advances have enabled researchers to automatically quantify neonatal sleep architecture, which has caused a resurgence of research in this field as attempts are made to further elucidate the important role of sleep in pre- and postnatal brain development. This article will review our current understanding of the role of sleep as a driver of brain development and identify possible areas for future research. IMPACT: The evidence to date suggests that Roffwarg's ontogenesis hypothesis of sleep and brain development is correct. A better understanding of the relationship between sleep and the development of functional connectivity is needed. Reliable, non-invasive tools to assess sleep in the NICU and at home need to be tested in a real-world environment and the best way to promote healthy sleep needs to be understood before clinical trials…
- 22top 2.9%
Addressing gaps and enhancing experiences in support services for families of pediatric cancer survivors
Verena Paul, Laura Inhestern, Désirée Sigmund, Jana Winzig, Stefan Rutkowski and 2 more
24 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03320-2OpenAlex
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BACKGROUND: Childhood cancer's enduring challenges extend beyond primary therapy. Diverse medical and psychosocial services are available to assist families in follow-up care. This interview study sought to gain a thorough understanding of family motives, satisfaction levels, and barriers to utilization. METHODS: The design of this cross-sectional study involves a qualitative content analysis of semi-structured interviews. We interviewed parents of minor cancer survivors within the first 5 years after primary treatment. RESULTS: Survivors readily accessed medical support services when necessary. While parents expressed overall satisfaction with the available services, there was a notable gap in their knowledge regarding appropriate psychosocial and family-orientated services. Barriers to access included geographical distances, time constraints, and the absence of childcare options. CONCLUSION: There are familial challenges and burdens that fall outside the scope of conventional care services. Tailoring services to family-centered needs, providing more information and easier access…
- 23top 3%
Risk factors and incidence of central venous access device-related thrombosis in hospitalized children: a systematic review and meta-analysis
Maoling Fu, Quan Yuan, Qiaoyue Yang, Yaqi Yu, Wenshuai Song and 4 more
24 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03225-0OpenAlex
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BACKGROUND: The risk factors for central venous access device-related thrombosis (CRT) in children are not fully understood. We used evidence-based medicine to find the risk factors for CRT by pooling current studies reporting risk factors of CRT, aiming to guide clinical diagnosis and treatment. METHODS: A systematic search of PubMed, Web of Science, Embase, Cochrane Library, Scopus, CNKI, Sinomed, and Wanfang databases was conducted. RevMan 5.4 was employed for data analysis. RESULTS: The review included 47 studies evaluating 262,587 children with CVAD placement. Qualitative synthesis and quantitative meta-analysis identified D-dimer, location of insertion, type of catheter, number of lumens, catheter indwelling time, and central line-associated bloodstream infection as the most critical risk factors for CRT. Primarily due to observational design, the quality of evidence was regarded as low certainty for these risk factors according to the GRADE approach. CONCLUSION: Because fewer high-quality studies are available, larger sample sizes and well-designed prospective studies are…
- 24top 3.2%
Neuroprotective effects of maternal melatonin administration in early-onset placental insufficiency and fetal growth restriction
Atul Malhotra, Anna Karynna Alves de Alencar Rocha, Tamara Yawno, Amy E. Sutherland, Beth J. Allison and 5 more
24 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03027-4OpenAlex
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BACKGROUND: Early-onset fetal growth restriction (FGR) is associated with adverse outcomes. We hypothesised that maternal melatonin administration will improve fetal brain structure in FGR. METHODS: Surgery was performed on twin-bearing ewes at 88 days (0.6 gestation), and FGR induced in one twin via single umbilical artery ligation. Melatonin was administered intravenously (6 mg/day) to a group of ewes commencing on day of surgery until 127 days (0.85 gestation), when the ewe/fetuses were euthanized, and fetal brains collected. RESULTS: Study groups were control (n = 5), FGR (n = 5), control+melatonin (control+MLT; n = 6) and FGR+melatonin (FGR + MLT; n = 6). Melatonin administration did not significantly alter fetal body or brain weights. Myelin (CNPase+) fibre density was reduced in FGR vs. control animals in most brain regions examined (p < 0.05) and melatonin treatment restored CNPase fibre density. Similar but less pronounced effect was seen with mature myelin (MBP+) staining. Significant differences in activated microglia (Iba-1) activity were seen between lamb groups (MLT…
- 25top 3.3%
Brain health in preterm infants: importance of early-life pain and analgesia exposure
Thiviya Selvanathan, Steven Paul Miller
23 citationsdoi:10.1038/s41390-024-03245-wOpenAlex
- 26top 3.4%
Universal newborn screening using genome sequencing: early experience from the GUARDIAN study
Alban C. Ziegler, Wendy K. Chung
22 citationsdoi:10.1038/s41390-024-03647-wOpenAlex
- 27top 3.6%
High protein intake on later outcomes in preterm children: a systematic review and meta-analysis
Subhasish Das, Thomas McClintock, Barbara Elizabeth Cormack, Frank Harry Bloomfield, Jane Elizabeth Harding and 1 more
22 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03296-zOpenAlex
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BACKGROUND: Appropriate protein intake is crucial for growth and development in children born preterm. We assessed the effects of high (HP) versus low protein (LP) intake on neurodevelopment, growth, and biochemical anomalies in these children. METHODS: Randomised and quasi-randomised trials providing protein to children born preterm (<37 completed weeks of gestation) were searched following PRISMA guideline in three databases and four registers (PROSPERO registration CRD42022325659). Random-effects model was used for assessing the effects of HP (≥3.5 g/kg/d) vs. LP (<3.5 g/kg/d). RESULTS: Data from forty-four studies (n = 5338) showed HP might slightly reduce the chance of survival without neurodisability at ≥12 months (four studies, 1109 children, relative risk [RR] 0.95 [95% CI 0.90, 1.01]; P = 0.13; low certainty evidence) and might increase risk of cognitive impairment at toddler age (two studies; 436 children; RR 1.36 [0.89, 2.09]; P = 0.16; low certainty evidence). At discharge or 36 weeks, HP intake might result in higher weight and greater head circumference z-scores. HP…
- 28top 3.7%
Electrographic monitoring for seizure detection in the neonatal unit: current status and future direction
Mary Anne Ryan, Anil K. Malhotra
22 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03207-2OpenAlex
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Neonatal neurocritical intensive care is dedicated to safeguarding the newborn brain by prioritising clinical practices that promote early identification, diagnosis and treatment of brain injuries. The most common newborn neurological emergency is neonatal seizures, which may also be the initial clinical indication of neurological disease. A high seizure burden in the newborn period independently contributes to increased mortality and morbidity. The majority of seizures in newborns are subclinical (without clinical presentation), and hence identification may be difficult. Neuromonitoring techniques most frequently used to monitor brain wave activity include conventional electroencephalography (cEEG) or amplitude-integrated EEG (aEEG). cEEG with video is the gold standard for diagnosing and treating seizures. Many neonatal units do not have access to cEEG, and frequently those that do, have little access to real-time interpretation of monitoring. IMPACT: EEG monitoring is of no benefit to an infant without expert interpretation. Whilst EEG is a reliable cot-side tool and of…
- 29top 3.8%
Nutritional interventions to prevent retinopathy of prematurity
Ann Hellström, Elsa Kermorvant‐Duchemin, Mark John Johnson, Miguel Sáenz de Pipaón, Lois E. H. Smith and 8 more
22 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03208-1OpenAlex
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Very preterm infants are at high risk of growth failure. Poor weight gain is a prominent risk factor for retinopathy of prematurity (ROP) and optimizing nutrition could potentially promote growth and reduce ROP. Most infants at risk of ROP need parenteral nutrition initially and studies of enhanced parenteral provision of lipids and amino acids have suggested a beneficial effect on ROP. Higher amino acid intake was associated with lower incidence of hyperglycemia, a risk factor for ROP. For very preterm infants, providing unpasteurized fortified raw maternal breast milk appears to have a dose-dependent preventive effect on ROP. These infants become deficient in arachidonic acid (ArA) and docosahexaenoic acid (DHA) after birth when the maternal supply is lost. Earlier studies have investigated the impact of omega-3 fatty acids on ROP with mixed results. In a recent study, early enteral supplementation of ArA 100 mg/kg/d and DHA 50 mg/kg/d until term equivalent age reduced the incidence of severe ROP by 50%. IMPACT: Previous reviews of nutritional interventions to prevent morbidities…
- 30top 4%
Reassessing acquired neonatal intestinal diseases using unsupervised machine learning
Daniel R. Gipson, Alan Lee Chang, Allison C. Lure, Sonia A. Mehta, Taylor Gowen and 5 more
22 citationsdoi:10.1038/s41390-024-03074-xOpenAlex
- 31top 4.1%
Expanding the horizon of continuous glucose monitoring into the future of pediatric medicine
Lourdes Morales-Dopico, Sarah A. MacLeish
21 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03573-xOpenAlex
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Glucose monitoring has rapidly evolved with the development of minimally invasive continuous glucose monitoring (CGM) using interstitial fluid. It is recommended as standard of care in the ambulatory setting, nearly replacing capillary glucose testing in those with access to CGM. The newest CGM devices continue to be smaller and more accurate, and integration with automated insulin delivery systems has further revolutionized the management of diabetes, leading to successful improvements in care and quality of life. Many studies confirm accuracy and application of CGM in various adult inpatient settings. Studies in adult patients increased during the COVID 19 Pandemic, but despite reassuring results, inpatient CGM use is not yet approved by the FDA. There is a lack of studies in inpatient pediatric settings, although data from the NICU and PICU have started to emerge. Given the exponential increase in the use of CGM, it is imperative that hospitals develop protocols for CGM use, with a need for ongoing implementation research. In this review we describe how CGM systems work, discuss…
- 32top 4.2%
Home-ics: how experiences of the home impact biology and child neurodevelopmental outcomes
Rhandi Christensen, Steven Paul Miller, Noha A. Gomaa
20 citationsdoi:10.1038/s41390-024-03609-2OpenAlex
- 33top 4.4%
Surgical necrotizing enterocolitis risk factors in extremely preterm infants: a Korean nationwide cohort study
Seung Hyun Kim, Joonhyuk Son, Hyun‐Kyung Park
20 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03519-3OpenAlex
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BACKGROUND: The incidence of necrotizing enterocolitis (NEC) is significantly associated with gestational age (GA). This study aimed to investigate risk factors for surgically treated NEC (sNEC) in extremely preterm infants (EPIs) using nationwide cohort registry. METHODS: Data were collected from 16,338 very-low-birth-weight infants registered in the Korean neonatal network. Clinical data of 5310 EPIs were retrospectively analyzed. sNEC was defined as infants with diagnosis of NEC requiring surgical treatment, who underwent surgical intervention for NEC or died before surgery. Infants were categorized into three groups based on their NEC status: infants without NEC (control), medically treated NEC (mNEC), and sNEC. These groups were matched based on GA to investigate risk factors for NEC. RESULTS: In EPIs, small for gestational age (SGA; odds ratio 1.68, 95% confidence interval [CI], 1.17-2.36, p = 0.004), hypotension (1.49, 1.18-1.89, p = 0.001), and IVH (1.63, 1.30-2.05, p < 0.001) were identified as risk factors for sNEC. Complete administration of antenatal steroid reduced the…
- 34top 4.5%
Long-term developmental outcomes of children with congenital Zika syndrome
Fernanda J. P. Marques, Lani A. Tran, Youssef A. Kousa, Marcio Leyser
20 citationsOpen accessdoi:10.1038/s41390-024-03389-9OpenAlex
- 35top 4.6%
Consensus definition and diagnostic criteria for neonatal encephalopathy—study protocol for a real-time modified delphi study
Aoife Branagan, Tim Hurley, Fiona A. Quirke, Declan Devane, Petek Eylül Taneri and 25 more
20 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03303-3OpenAlex
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BACKGROUND: 'Neonatal encephalopathy' (NE) describes a group of conditions in term infants presenting in the earliest days after birth with disturbed neurological function of cerebral origin. NE is aetiologically heterogenous; one cause is peripartum hypoxic ischaemia. Lack of uniformity in the terminology used to describe NE and its diagnostic criteria creates difficulty in the design and interpretation of research and complicates communication with families. The DEFINE study aims to use a modified Delphi approach to form a consensus definition for NE, and diagnostic criteria. METHODS: Directed by an international steering group, we will conduct a systematic review of the literature to assess the terminology used in trials of NE, and with their guidance perform an online Real-time Delphi survey to develop a consensus diagnosis and criteria for NE. A consensus meeting will be held to agree on the final terminology and criteria, and the outcome disseminated widely. DISCUSSION: A clear and consistent consensus-based definition of NE and criteria for its diagnosis, achieved by use of a…
- 36top 4.7%
Perinatal inflammation, fetal growth restriction, and long-term neurodevelopmental impairment in Bangladesh
Anne CC Lee, Sara Cherkerzian, Fahmida Tofail, Lian V. Folger, Salahuddin Ahmed and 9 more
20 citationsOpen accessdoi:10.1038/s41390-024-03101-xOpenAlex
- 37top 4.9%
Emerging trends and concerns in Mycoplasma pneumoniae pneumonia among Chinese pediatric population
Xin-yue Xie, Rong-yi Zhou, Shen-ao Ding, Bingxiang Ma, Xi Zhang and 1 more
20 citationsdoi:10.1038/s41390-024-03049-yOpenAlex
- 38top 5%
Microbial cell-free DNA-sequencing as an addition to conventional diagnostics in neonatal sepsis
Julian Balks, Silke Grumaz, Sonia Mazzitelli, Ulrike Neder, Lotte Lemloh and 4 more
19 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03448-1OpenAlex
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BACKGROUND: Bloodstream infections remain a challenge for neonatologists, as traditional culture-based methods are time-consuming and rely on adequate blood volume. Next-generation sequencing (NGS) offers an alternative, as it can identify microbial cell-free DNA (mcfDNA) in a small blood sample, providing rapid pathogen detection. This study aimed to assess the diagnostic performance of DISQVER®-NGS compared to blood cultures in neonatal patients with suspected sepsis. METHODS: In neonates with suspected sepsis, blood cultures and samples for NGS were prospectively collected. Patients were divided into four categories: 1) sepsis, blood culture positive, 2) clinical sepsis, culture negative, 3) suspected sepsis, 4) validation cohort. RESULTS: NGS detected bacterial, viral or fungal mcfDNA in 24 of 82 samples. Blood cultures were collected in 46 of 84 patients (15/46 positive). DISQVER® correctly identified pathogens in 9/15 patients with a positive blood culture, two with intrinsic resistance to their antibiotic regimen. In seven samples NGS reported the mcfDNA of bacteria that…
- 39top 5.1%
Donor human milk versus infant formula for low-risk infants: a systematic review
Thomas McClintock, Catherine Fiddes, Shalee Harris, Nicholas David Embleton, Luling Lin and 2 more
19 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03309-xOpenAlex
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BACKGROUND: There is an increasing acceptance and use of donor human milk (DHM) in healthy infants. This review investigates the benefits and risks of mothers' own milk (MOM) supplementation with DHM compared to infant formula (IF) in moderate-late preterm (MLP) and early term (ET) infants. METHODS: MEDLINE, EMBASE, CINAHL, Scopus, Cochrane CENTRAL and clinical trial registries were searched for studies published up to September 2023. The primary outcome was rates of exclusive breastfeeding (EBF). Certainty of evidence was assessed using GRADE framework. RoB1 and EPHPP were used to assess risk of bias for controlled trials and observational studies, respectively. RESULTS: Eleven studies involving total of 10,147 infants and six ongoing trials were identified. Studies were of low quality, and the certainty of evidence was assessed as very low. Three studies suggested benefits of DHM compared to IF on EBF at discharge, while two suggested no difference. No clear effect was observed on EBF duration, any breastfeeding, hypoglycemia and morbidity. No health risks were reported.…
- 40top 5.3%
Epigenetic modifications in the development of bronchopulmonary dysplasia: a review
Lichuan Wang, Jun Xiao, Bohan Zhang, Ana Hou
19 citationsdoi:10.1038/s41390-024-03167-7OpenAlex
- 41top 5.4%
AI models in clinical neonatology: a review of modeling approaches and a consensus proposal for standardized reporting of model performance
Ameena N. Husain, Lindsey A. Knake, Brynne A. Sullivan, James S. Barry, Kristyn Beam and 6 more
18 citationsOpen accessdoi:10.1038/s41390-024-03774-4OpenAlex
- 42top 5.5%
Implementation of multi-omics in diagnosis of pediatric rare diseases
Sara Ali, Qifei Li, Pankaj B. Agrawal
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03728-wOpenAlex
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The rapid and accurate diagnosis of rare diseases is paramount in directing clinical management. In recent years, the integration of multi-omics approaches has emerged as a potential strategy to overcome diagnostic hurdles. This review examines the application of multi-omics technologies, including genomics, epigenomics, transcriptomics, proteomics, and metabolomics, in relation to the diagnostic journey of rare diseases. We explore how these combined approaches enhance the detection of pathogenic genetic variants and decipher molecular mechanisms. This review highlights the groundbreaking potential of multi-omics in advancing the precision medicine paradigm for rare diseases, offering insights into future directions and clinical applications. IMPACT: This review discusses using current tests and emerging technologies to diagnose pediatric rare diseases. We describe the next steps after inconclusive molecular testing and a structure for using multi-omics in further investigations. The use of multi-omics is expanding, and it is essential to incorporate it into clinical practice to…
- 43top 5.7%
Families as partners in neonatal neuro-critical care programs
Simran Bansal, Eleanor J. Molloy, Elizabeth E. Rogers, Margarita Bidegain, Betsy Pilon and 18 more
18 citationsdoi:10.1038/s41390-024-03257-6OpenAlex
- 44top 5.8%
The predictive value of MRI scores for neurodevelopmental outcome in infants with neonatal encephalopathy
Csilla Andorka, Hajnalka Barta, Tímea Seszták, Nóra Nyilas, Kata Dorottya Kovács and 5 more
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03189-1OpenAlex
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BACKGROUND: MRI scoring systems are utilized to quantify brain injury and predict outcome in infants with neonatal encephalopathy (NE). Our aim was to evaluate the predictive accuracy of total scores, white matter (WM) and grey matter (GM) subscores of Barkovich and Weeke scoring systems for neurodevelopmental outcome at 2 years of age in infants receiving therapeutic hypothermia for NE. METHODS: Data of 162 infants were analyzed in this retrospective cohort study. DeLong tests were used to compare areas under the curve of corresponding items of the two scoring systems. LASSO logistic regression was carried out to evaluate the association between MRI scores and adverse composite (death or severe disabilities), motor and cognitive outcomes (Bayley developmental index <70). RESULTS: Weeke scores predicted each outcome measure with greater accuracy than the corresponding items of Barkovich system (DeLong tests p < 0.03). Total scores, GM and cerebellum involvement were associated with increased odds for adverse outcomes, in contrast to WM injury, after adjustment to 5' Apgar score,…
- 45top 5.9%
Perinatal compromise affects development, form, and function of the hippocampus part two; preclinical studies
Tegan A. White, Stephanie Miller, Amy E. Sutherland, Beth J. Allison, Emily J. Camm
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03144-0OpenAlex
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The hippocampus is a vital brain structure deep in the medial temporal lobe that mediates a range of functions encompassing emotional regulation, learning, memory, and cognition. Hippocampal development is exquisitely sensitive to perturbations and adverse conditions during pregnancy and at birth, including preterm birth, fetal growth restriction (FGR), acute hypoxic-ischaemic encephalopathy (HIE), and intrauterine inflammation. Disruptions to hippocampal development due to these conditions can have long-lasting functional impacts. Here, we discuss a range of preclinical models of prematurity and FGR and conditions that induce hypoxia and inflammation, which have been critical in elucidating the underlying mechanisms and cellular and subcellular structures implicated in hippocampal dysfunction. Finally, we discuss potential therapeutic targets to reduce the burden of these perinatal insults on the developing hippocampus. IMPACT: The review explores the preclinical literature examining the association between pregnancy and birth complications, and hippocampal form and function. The…
- 46top 6%
DNA methylation of IFI44L as a potential blood biomarker for childhood-onset systemic lupus erythematosus
Jingwei Wang, Xiqiang Dang, Xiaochuan Wu, Zhongyuan Xiang, Yongzhen Li and 2 more
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03135-1OpenAlex
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BACKGROUND: IFN-induced protein 44-like (IFI44L) promoter methylation has been demonstrated to serve as an effective blood diagnostic biomarker for adult-onset SLE. However, its utility as a diagnostic marker for childhood-onset SLE (cSLE) remains to be verified. METHODS: Initially, we conducted a differential analysis of gene methylation and mRNA expression patterns in cSLE whole blood samples obtained from the public GEO database to determine IFI44L gene expression and assess the methylation status at its CpG sites. Subsequently, we collected clinical whole blood samples from 49 cSLE patients and 12 healthy children, employing an HRM-qPCR-based IFI44L methylation detection technique to evaluate its diagnostic efficacy in pediatric clinical practice. RESULTS: A total of 26 hypomethylated, highly expressed genes in cSLE were identified by intersecting differentially expressed genes (DEGs) and differentially methylation genes (DMGs). GO enrichment analysis for these 26 genes indicated a robust association with type I IFN. Among the overlapping genes, IFI44L exhibited the most…
- 47top 6.2%
Adolescent mental health and academic performance: determining evidence-based associations and informing approaches to support in educational settings
Xzania White Lee, Anya T. Griffin, Maya I. Ragavan, Mona S. Patel
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03098-3OpenAlex
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In 2021, the American Academy of Pediatrics, the American Academy of Child and Adolescent Psychiatry and the Children’s Hospital Association (CHA) declared a “National State of Emergency in Children’s Mental Health.” 1 The statement identified how the pandemic exacerbated the already worsening mental health problem among US youth due to the compounding challenges faced by youth and acknowledged the significant impact of this mental health crisis on youth. This declaration made a call for schools, policymakers, and advocates for children and adolescents to prioritize and focus on pediatric mental health.
- 48top 6.3%
Skin color influences transcutaneous bilirubin measurements: a systematic in vitro evaluation
Alida J. Dam-Vervloet, Claudia F. Morsink, Marleen E. Krommendijk, Ingrid M. Nijholt, Henrica L. M. Van Straaten and 2 more
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03081-yOpenAlex
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OBJECTIVE: Concerns have been raised about the effect of skin color on the accuracy of transcutaneous bilirubin (TcB) measurements, a widely used method for hyperbilirubinemia diagnosis in newborns. Literature is inconclusive, with both reported under- and overestimations of the TcB with increasing skin pigmentation. Therefore, the influence of skin color on TcB measurements was systematically evaluated in a controlled, in vitro setting. METHODS: A bilirubin meter (JM-105) was evaluated on layered phantoms that mimic neonatal skin with varying dermal bilirubin concentrations (0-250 µmol/L) and varying epidermal melanosome volume fractions (0-40%; light-dark skin color). RESULTS: TcB measurements were influenced by skin pigmentation. Larger mimicked melanosome volume fractions and higher bilirubin levels led to larger underestimations of the measured TcB, compared to an unpigmented epidermis. In the in vitro setting of this study, these underestimations amounted to 26-132 µmol/L at a TcB level of 250 µmol/L. CONCLUSION: This in vitro study provides insight into the effect of skin…
- 49top 6.4%
Approaches to protocol standardization and data harmonization in the ECHO-wide cohort study
Lisa P. Jacobson, Corette B. Parker, David F Cella, Daniel K. Mroczek, Barry M. Lester and 6 more
18 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03039-0OpenAlex
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The United States (U.S.) National Institutes of Health-funded Environmental influences on Child Health Outcomes (ECHO)-wide Cohort was established to conduct high impact, transdisciplinary science to improve child health and development. The cohort is a collaborative research design in which both extant and new data are contributed by over 57,000 children across 69 cohorts. In this review article, we focus on two key challenging issues in the ECHO-wide Cohort: data collection standardization and data harmonization. Data standardization using a Common Data Model and derived analytical variables based on a team science approach should facilitate timely analyses and reduce errors due to data misuse. However, given the complexity of collaborative research designs, such as the ECHO-wide Cohort, dedicated time is needed for harmonization and derivation of analytic variables. These activities need to be done methodically and with transparency to enhance research reproducibility. IMPACT: Many collaborative research studies require data harmonization either prior to analyses or in the…
- 50top 6.6%
The impact of the early environment on oxytocin receptor epigenetics and potential therapeutic implications
Madelyn Gailey Nance, Kelsey M. Sullivan, Meghan H. Puglia
17 citationsOpen access (CC-BY)doi:10.1038/s41390-024-03563-zOpenAlex
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Oxytocin research is rapidly evolving and increasingly reveals that epigenetic modifications to the oxytocin receptor gene (OXTR) are functional, plastic, and reliable components of oxytocinergic system function. This review outlines how OXTR epigenetics are shaped by the early life environment, impact social-developmental outcomes, and have strong potential to serve as therapeutic targets. We first establish the malleability of OXTR epigenetics in infancy in both animal models and humans through research demonstrating the impact of the early life environment on OXTR DNA methylation (OXTRm) and subsequent social behavior. Next, we detail how OXTRm serves as a predictive mechanism for neurodevelopmental outcomes in animal models of social behavior such as the prairie vole, and summarize the role of OXTRm in psychiatric disorders, emotional processing, and attachment behavior in humans. We discuss the potential of further OXTRm research to improve oxytocin therapeutics by highlighting how a deeper knowledge of OXTRm could improve the therapeutic potential of exogenous oxytocin, how…
How to read this list
The cohort is every article, review and book chapter OpenAlex attributes to Pediatric Research with publication year 2024, excluding retracted works and paratext such as editorials and errata. The top 50 by citation count are listed; the percentile is the rank divided by the cohort size. 36 of the 50 entries have an abstract in OpenAlex. Counts were read on 29 October 2026 and will not be updated on this page, so a quoted rank stays verifiable. Full rules on the methodology page.
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