ArticlePloS one2018
Umbilical cord blood bilirubins, gestational age, and maternal race predict neonatal hyperbilirubinemia.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05365984 (Study on the Intelligent Follow-up Management Model of Neonatal Jaundice After Discharge Based on Early Multi-dimensional Indicators and Internet Communications), which is not on this map. Cited by 22 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Study on the Intelligent Follow-up Management Model of Neonatal Jaundice After Discharge Based on Early Multi-dimensional Indicators and Internet Communications
Who cites it
22 citing papers in PubMed, 36 citations in OpenAlex.
- Article
- Development and Validation of a Prenatal Prediction Model for Neonatal Hyperbilirubinemia Based on Maternal Factors: Revealing Heterogeneous Risk Profiles Across Gestational Age Subgroups.International journal of women's health · 2026Article
- Observational
- Assessing accuracy of BiliPredics algorithm in predicting individual bilirubin progression in neonates-results from a prospective multi-center study.Frontiers in digital health · 2025Article
- Non-invasive detection of bilirubin concentrations during the first week of life in a low-resource setting along the Thailand-Myanmar border.BMJ paediatrics open · 2024Article
- Prospective Evaluation of Hearing Status in Neonatal Hyperbilirubinemia.Indian journal of otolaryngology and head and neck surgery : official publication of the Association of Otolaryngologists of India · 2024Article
- Prevalence and Risk Factors of Neonatal Hyperbilirubinemia in a Semi-Rural Area of the Democratic Republic of Congo: A Cohort Study.The American journal of tropical medicine and hygiene · 2023Article
- The need for neonatal jaundice screening awareness in the Pakistani population: short communication.Annals of medicine and surgery (2012) · 2023Article
- The predictive significance of umbilical cord bilirubin and bilirubin/albumin ratio for neonatal jaundice in healthy term newborns.Turkish journal of medical sciences · 2023Article
- Maternal blood parameters and risk of neonatal pathological jaundice: a retrospective study.Scientific reports · 2023Article
- Validating the early phototherapy prediction tool across cohorts.Frontiers in pediatrics · 2023Article
- Fatal Hypernatremic Dehydration in a Term Exclusively Breastfed Newborn.Children (Basel, Switzerland) · 2022Article
- Validation of published rebound hyperbilirubinemia risk prediction scores during birth hospitalization after initial phototherapy: a retrospective chart review.Pediatric research · 2022Article
- Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care-Application to Neonatal Jaundice.Frontiers in pharmacology · 2022Article
- Race and Ethnicity and Exclusive Breastfeeding Success.Breastfeeding medicine : the official journal of the Academy of Breastfeeding Medicine · 2021Article
- Article
- Rate and Predictors of Neonatal Jaundice in Northwest Ethiopia: Prospective Cohort Study.Journal of multidisciplinary healthcare · 2021Article
- Predictive Models for Neonatal Follow-Up Serum Bilirubin: Model Development and Validation.JMIR medical informatics · 2020Article
- Phototherapy and childhood cancer: Shared risk factors.International journal of cancer · 2020Article
- Enhanced early prediction of clinically relevant neonatal hyperbilirubinemia with machine learning.Pediatric research · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveNo validated biomarker at birth exists to predict which newborns will develop severe hyperbilirubinemia. This study's primary aim was to build and validate a prediction model for severe hyperbilirubinemia using umbilical cord blood bilirubins (CBB) and risk factors at birth in neonates at risk for maternal-fetal blood group incompatibility. This study's secondary aim was to compare the accuracy of CBB to the direct antigen titer.
methodsInclusion criteria for this prospective cohort study included: ≥35 weeks gestational age, mother with blood type O and/or Rh negative or positive antibody screen, and <24 hours of age. The primary outcome was severe hyperbilirubinemia, defined as phototherapy during the initial hospital stay. Secondary outcomes were a total serum bilirubin concentration >95th and >75th percentile during the initial hospital stay. The predictive performance and accuracy of the two tests (CBB and direct antigen titer) for each outcome was assessed using area under a receiver-operating characteristic curve (AUC), sensitivity, and specificity.
resultsWhen compared to neonates who did not receive phototherapy (n = 463), neonates who received phototherapy (n = 36) had a greater mean CBB ± standard deviation (2.5 ± 0.7 vs. 1.6 ± 0.4 mg/dL, p<0.001). For every 0.3 mg/dL increase in CBB, a neonate was 3.20 (95% confidence interval, 2.31-4.45), 2.10 (1.63-2.70), and 3.12 (2.44-3.99) times more likely to receive phototherapy or have a total serum bilirubin concentration >95th and >75th percentile, respectively. The AUC ± standard error (95% confidence interval) for CBB for phototherapy and a total serum bilirubin concentration >95th and >75th percentile was 0.89 ± 0.03 (0.82-0.95), 0.81 ± 0.04 (0.73-0.90), and 0.84 ± 0.02 (0.80-0.89), respectively. However, the AUC for gestational age and maternal Asian race for these outcomes was only 0.55 ± 0.05 (0.45-0.66), 0.66 ± 0.05 (0.56-0.76), and 0.57 ± 0.04 (0.05-0.64), respectively. When the CBB was combined with gestational age and maternal Asian race, the AUC for a total serum bilirubin concentration >95th percentile improved to 0.87 ± 0.03 (0.81-0.92) (p = 0.034 vs. the model with CBB only and p<0.001 vs. the model with clinical risk factors only). In a sub-group of subjects (n = 189), the AUC for the direct antigen titer for phototherapy was 0.64 ± 0.06 (0.52-0.77) with a 52% sensitivity and 77% specificity. In contrast, a CBB cut-point of 1.85 mg/dL was 92% sensitive and 70% specific for phototherapy with an AUC of 0.87 ± 0.04 (0.80-0.95).
conclusionCBB, in combination with gestational age and maternal race, may be a useful, non-invasive test to predict shortly after birth which neonates will develop severe hyperbilirubinemia.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.