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"RESEARCH ARTICLE"
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A neonatal sequential organ failure assessment score predicts mortality to late-onset sepsis in preterm very low birth weight infants
2020
BackgroundAn operational definition of organ dysfunction applicable to neonates that predicts mortality in the setting of infection is lacking. We determined the utility of an objective, electronic health record (EHR)-automated, neonatal sequential organ failure assessment (nSOFA) score to predict mortality from late-onset sepsis (LOS) in premature, very low birth weight (VLBW) infants.MethodsRetrospective, single-center study of bacteremic preterm VLBW newborns admitted between 2012 and 2016. nSOFA scores were derived for patients with LOS at multiple time points surrounding the sepsis evaluation.ResultsnSOFA scores at evaluation and at all points measured after evaluation were different between survivors and non-survivors. Among patients with an nSOFA score of >4, mortality was higher at evaluation (13% vs 67%, p < 0.001), +6 h (15% vs 64%, p = 0.002), and +12 h (7% vs 71%, p < 0.001) as compared to patients with a score of ≤4. Receiver operating characteristics area under the curve was 0.77 at evaluation (95% CI 0.62–0.92; p = 0.001), 0.78 at +6 h (0.66–0.92; p < 0.001), and 0.93 at +12 h (0.86–0.997; p < 0.001).ConclusionsThe nSOFA scoring system predicted mortality in VLBW infants with LOS and this automated system was integrated into our EHR. Prediction of LOS mortality is a critical step toward improvements in neonatal sepsis outcomes.
Journal Article
Antibiotics in early life associate with specific gut microbiota signatures in a prospective longitudinal infant cohort
2020
BACKGROUNDThe effects of antibiotics on infant gut microbiota are unclear. We hypothesized that the use of common antibiotics results in long-term aberration in gut microbiota.METHODSAntibiotic-naive infants were prospectively recruited when hospitalized because of a respiratory syncytial virus infection. Composition of fecal microbiota was compared between those receiving antibiotics during follow-up (prescribed at clinicians’ discretion because of complications such as otitis media) and those with no antibiotic exposure. Fecal sampling started on day 1, then continued at 2-day intervals during the hospital stay, and at 1, 3 and 6 months at home.RESULTSOne hundred and sixty-three fecal samples from 40 patients (median age 2.3 months at baseline; 22 exposed to antibiotics) were available for microbiota analyses. A single course of amoxicillin or macrolide resulted in aberration of infant microbiota characterized by variation in the abundance of bifidobacteria, enterobacteria and clostridia, lasting for several months. Recovery from the antibiotics was associated with an increase in clostridia. Occasionally, antibiotic use resulted in microbiota profiles associated with inflammatory conditions.CONCLUSIONSAntibiotic use in infants modifies especially bifidobacterial levels. Further studies are warranted whether administration of bifidobacteria will provide health benefits by normalizing the microbiota in infants receiving antibiotics.
Journal Article
Variations in care of neonates during therapeutic hypothermia: call for care practice bundle implementation
by
Wilson, Diane
,
Bodani, Jaya
,
Beltempo, Marc
in
Clinical Research Article
,
Hypothermia
,
Medicine
2023
Background
Therapeutic hypothermia (TH) is the gold-standard treatment for moderate and severe neonatal encephalopathy (NE). Care during TH has implications for long-term outcomes. Outcome variability exists among neonatal intensive care units (NICUs) in Canada, but care variations are not understood well. This study examines variations in care practices for neonates with NE treated with TH in NICUs across Canada.
Methods
A non-anonymous, web-based questionnaire was emailed to tertiary NICUs in Canada providing TH for NE to assess care practices during the first days of life and neurodevelopmental follow-up.
Results
Ninety-two percent (24/26) responded. Centres followed national guidelines regarding the use of the modified Sarnat score to assess the initial severity of NE, the need to initiate TH within the first 6 h of birth, and the importance of follow-up. However, other practices varied, including ventilation mode, definition/treatment of hypotension, routine echocardiography, use of sedation, use of electroencephalogram (EEG), MRI timing, placental analysis, and follow-up duration.
Conclusions
NICUs across Canada follow available national guidelines, but variations exist in practices for managing NE during TH. Development and implementation of a consensus-based care bundle for neonates during TH may reduce practice variability and improve outcomes.
Impact
This survey describes the current HIE care practices and variation among tertiary centres in Canada.
Variations exist in the care of neonates with NE treated with TH in NICUs across Canada.
This paper Identifies areas of variation that are not discussed in detail in the national guidelines and will help to set up quality improvement initiatives.
Elucidating the variation in care practices calls for the creation and implementation of a national, consensus-based care bundle, with the objective to improve the outcomes of these critically ill neonates.
Journal Article
Screen media exposure in the first 2 years of life and preschool cognitive development: a longitudinal study
by
Weerasak, Chonchaiya
,
Supanitayanon Sudarat
,
Pon, Trairatvorakul
in
Cognition & reasoning
,
Cognitive development
,
Longitudinal studies
2020
BackgroundAssociations between screen media and child cognition are complex. This study aimed to examine whether age of onset of media exposure, cumulative effect of high media exposure, and verbal interaction during screen time in the first 2 years of life were associated with 4-year-old cognition by including parenting behaviors into the final construct.MethodsThere were 274 healthy participants who were followed up until age 4 years. Screen media data were collected at age 6, 12, 18 months, and 2 years. Cognition or early learning composite (ELC) was evaluated at age 2, 3, and 4 years, where the latter variable was the primary outcome. Positive parenting was obtained by Parenting Styles and Dimensions Questionnaire.ResultsELC at age 2 years was associated with later age of onset of media exposure (β = 0.113, p < 0.05), fewer months of high media exposure above the upper quartile (β = 0.282, p < 0.001), and more months of verbal interaction during screen time (β = 0.261, p < 0.001). ELC at age 4 years was associated with ELC and positive parenting at earlier ages.ConclusionDelayed introduction of screen media, appropriate screen time, and increased verbal interaction during media use in the first 2 years of life were associated with better cognitive development in preschoolers.ImpactAssociations between screen media exposure and children’s cognitive development in existing literature mainly focused on duration of screen media viewing or the content of electronic media in which other factors are rarely explored.Earlier age of onset of media exposure, more months of excessive screen media exposure (>6.5 h/day), and fewer months of verbal interaction with children during media use in the first 2 years of life had associations with decreased preschool cognition.To mitigate undesirable effects of inappropriate screen media use on cognition, delayed introduction of screen media, appropriate electronic media exposure, and increased verbal interaction during media use with children should be recommended at health supervision visits.Lower positive parenting was a mediator for the relationship between cumulative months of high screen media exposure and decreased child cognition.
Journal Article
A Two-StepModel for de Novo Activation of WUSCHEL during Plant Shoot Regeneration
2017
Plant cells are totipotent and competent to regenerate from differentiated organs. It has been known for six decades that cytokinin-rich medium induces shoot regeneration from callus cells. However, the underlying molecular mechanism remains elusive. The homeodomain transcription factor WUSCHEL (WUS) is essential for de novo establishment of the shoot stem cell niche in Arabidopsis thaliana. We found that WUS-positive (WUS+) cells mark the shoot progenitor region during regeneration. A cytokinin-rich environment initially promotes the removal of the repressive histone mark H3K27me3 at the WUS locus in a cell cycle-dependent manner. Subsequently, the B-type ARABIDOPSIS RESPONSE REGULATORs (ARRs) ARR1, ARR2, ARR10, and ARR12, which function as transcriptional activators in the cytokinin signaling pathway, spatially activate WUS expression through binding with microRNA165/6-targeted HD-ZIP III transcription factors. Thus, our results provide important insights into the molecular framework for cytokinin-directed shoot regeneration and reveal a two-step mechanism for de novo activation of WUS.
Journal Article
ACADEMIC BUOYANCY
2018
This article reports the first attempt to test the relevance of buoyancy—the capacity to overcome the setbacks, challenges, and pressures that are part of the ordinary course of school life—for instructed second language (L2) learning. Questionnaire data from 787 college-level L2 learners in South Korea assessed their academic buoyancy and a set of six hypothesized predictors. A two-step cluster analysis of the data identified five prominent L2 learner archetypes, providing evidence for the existence of L2 domain-specific buoyancy profiles. Using structural equation modeling, we examined links among the six predictor variables, buoyancy, and L2 achievement and grade point average (GPA). The results showed that buoyancy significantly predicted both L2 achievement and GPA and mediated the effect of the predictors on these two outcome variables. Buoyancy, thus, captures a dimension of L2 motivation that is conceptually and empirically distinct from existing constructs, and represents an essential yet underexplored capacity for success in language learning.
Journal Article
The premature infant gut microbiome during the first 6 weeks of life differs based on gestational maturity at birth
by
Zain-ul-abideen, Muhammad
,
Williams, Scott M
,
Karagas, Margaret R
in
Antibiotics
,
Babies
,
Baby foods
2018
BackgroundThe impact of degree of prematurity at birth on premature infant gut microbiota has not been extensively studied in comparison to term infants in large cohorts.MethodsTo determine the effect of gestational age at birth and postnatal exposures on gut bacterial colonization in infants, we analyzed 65 stool samples from 17 premature infants in the neonatal intensive care unit, as well as 13 samples from 13 mostly moderate-to-late premature infants and 189 samples from 176 term infants in the New Hampshire Birth Cohort Study. Gut colonization patterns were determined with 16S rDNA microbiome profiling.ResultsGut bacterial alpha-diversity differed between premature and term infants at 6 weeks of age, after adjusting for exposures (p = 0.027). Alpha-diversity varied between extremely premature (<28 weeks gestation) and very premature infants (≥28 but <32 weeks, p = 0.011), as well as between extremely and moderate-to-late premature infants (≥32 and <37 weeks, p = 0.004). Newborn antibiotic use among premature infants was associated with lower Bifidobacterium and Bacteroides abundance (p = 0.015 and p = 0.041).ConclusionGestational age at birth and early antibiotic exposure have significant effects on the premature infant gut microbiota.
Journal Article
EXCEPTIONAL PRESERVATION OF SOFT TISSUES BY MICROBIAL ENTOMBMENT: INSIGHTS INTO THE TAPHONOMY OF THE CRATO KONSERVAT-LAGERSTÄTTE
2019
The Aptian Crato Konservat-Lagerstätte is renowned for its exceptionally preserved fossils in lacustrine laminated limestones. Although previous works on this site include numerous taxonomic studies, its taphonomy remains a subject of debate. Herein, we present new data on the taphonomy of decapod crustaceans preserved in wrinkle laminites, highlighting the role of microbial mats in enhancing fossil preservation. Our results suggest that benthic microorganisms may have promoted protection and organic mineralization of some of the allochthonous to parautochthonous organic remains within the microbial laminites of the Crato lake. Overall, this work provides the first empirical evidence that the preservational pathways of the fossils in the Crato Konservat-Lagerstätte involved microbial mats.
Journal Article
Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning
by
Reyna-Vargas, Myrtha E.
,
Hoskinson, Courtney
,
Dai, Darlene
in
Antibiotics
,
Asthma
,
Biomarkers
2024
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 early childhood asthma from among the factors included in this study.
Conclusions
Childhood asthma is predictable from non-biological measurements from the age of 3 years, primarily using parental asthma and patient history of wheezing, atopy, antibiotic exposure, and lower respiratory tract infections.
Impact
Machine learning models can predict physician-diagnosed asthma in early childhood (AUROC > 0.90 and AUPRC > 0.80) using ≥3 years of non-biological and non-genetic information, whereas prediction with the same patient information available before 1 year of age is challenging.
Wheezing, atopy, antibiotic exposure, lower respiratory tract infections, and the child’s mother having asthma were the strongest early markers of 5-year asthma diagnosis, suggesting an opportunity for earlier diagnosis and intervention and focused assessment of patients at risk for asthma, with an evolving risk stratification over time.
Journal Article
Impact of severity and age with variable definitions of bronchopulmonary dysplasia on neurodevelopmental outcomes
by
Donlon, Jack
,
Bhandari, Vineet
,
Kushnir, Alla
in
Clinical
,
Clinical outcomes
,
Clinical Research Article
2024
Background
Bronchopulmonary dysplasia (BPD) is associated with neurodevelopmental impairment (NDI).
Methods
To compare the ability of NICHD 2001 and Jensen 2019 definitions of BPD and respiratory support at 40 weeks postmenstrual age (PMA) to predict NDI, a retrospective study (1/2010–12/2020) was conducted in infants with gestational age <32 weeks and birth weight <1500 g. The primary outcome measure was NDI at 18–24 months corrected age.
Results
Of 1119 infants, 227 (20.7%) met the inclusion criteria and had adequate follow-up data. Multivariate regression analysis showed that the NICHD 2001 definition was not predictive of NDI. Infants with Grade 2 or 3 BPD (Jensen 2019) had 4.75 (95% CI: 1.282–17.563) times greater odds of having NDI than infants without BPD. Infants requiring respiratory support at 40 weeks PMA had 4.95 (95% CI: 1.490–16.47) times greater odds of having NDI. Receiver operating characteristic curves demonstrated that the 2 definitions of BPD and the need for respiratory support at 40 weeks PMA were similar in their ability to predict NDI.
Conclusion
There is no significant difference in the ability of the NICHD 2001 and Jensen 2019 BPD definitions, as well as the need for respiratory support at 40 weeks, for predicting NDI.
Impact Statement
Current bronchopulmonary dysplasia (BPD) definitions may not effectively predict neurodevelopmental impairment (NDI) in preterm infants.
Grades 2/3 BPD (Jensen 2019 criteria) significantly associate with NDI.
Infants requiring respiratory support at 40 weeks post-menstrual age (PMA) have 5 times higher odds of NDI than those on room air at 40 weeks PMA.
The NICHD 2001, Jensen 2019 definitions, and the requirement for respiratory support at 40 weeks PMA, do not differ in their ability to predict NDI.
Future studies should include multiple centers, with level III-IV NICUs, catering to socioeconomic, culturally, and racially diverse populations.
Journal Article