Evidence map›Paper›PMID 39915610›Full record

ArticlePediatric research2025

Detection of pulmonary hypertension in preterm infants with bronchopulmonary dysplasia using oxygen saturation data.

Pravitha Ramanand, Premananda Indic, Samuel J Gentle, Namasivayam Ambalavanan

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Article in Pediatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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3 · Its place in the literature

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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Pravitha RamanandDepartment of Electrical and Computer Engineering, The University of Texas at Tyler, Tyler, TX, USA. pramanand@uttyler.edu.
Premananda IndicDepartment of Electrical and Computer Engineering, The University of Texas at Tyler, Tyler, TX, USA.
Samuel J GentleDepartment of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, UK.
Namasivayam AmbalavananDepartment of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, UK.

Funding

Pre-Vent ApneaU01HL133536 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI AMBALAVANAN, NAMASIVAYAM, INDIC, PREMANANDA PAI · 2016 to 2020
$2.6M
NHLBI NIH HHS U01 HL133536
6 · The paper itself

Abstract

backgroundPulmonary hypertension (PH) complicates the clinical course of bronchopulmonary dysplasia (BPD) in preterm infants, increasing risk of mortality and other morbidities. Early detection of PH may provide the clinical opportunity for earlier initiation of PH targeted therapies.

methodsWe analyzed variability patterns of oxygen saturation data in 41 preterm infants with BPD and associated PH and 57 infants with BPD alone using irregularity indices to identify PH. Irregularity of oxygen saturation (SpO

resultsSpO

conclusionIrregularity profiles of oxygen saturation variability are distinct in infants with BPD and PH. Signal based measures derived from routinely collected SpO IMPACT: Early detection of pulmonary hypertension (PH) may improve outcomes in infants with bronchopulmonary dysplasia (BPD). Bedside markers which can track evolving PH, using routinely collected data in the NICU are hence important. Analysis of the irregularity exhibited by oxygen saturation variability data from preterm infants with BPD identified distinctive behavior in the presence of PH. We demonstrated detection of PH using signal measures accounting for known clinical risk factors using data acquired prior to clinical diagnosis. This study expands the possibility of implementing signal based models for early identification of PH in this vulnerable population.

Indexed as

Bronchopulmonary DysplasiaHypertension, PulmonaryOxygenOxygen SaturationFemaleGestational AgeHumansInfant, NewbornInfant, PrematureLogistic ModelsMaleRisk FactorsROC CurveOxygen

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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.