Longitudinal development of the airway metagenome of preterm very low birth weight infants during the first two years of life.
Ilona RosenboomMarie-Madlen PustSabine PirrAlina BakkerMaike WillersColin F DavenportLutz WiehlmannDorothee ViemannBurkhard TümmlerPublished in: ISME communications (2023)
Preterm birth is accompanied with many complications and requires severe therapeutic regimens at the neonatal intensive care unit. The influence of the above-mentioned factors on the premature-born infants' respiratory metagenome or more generally its maturation is unknown. We therefore applied shotgun metagenome sequencing of oropharyngeal swabs to analyze the airway metagenome development of 24 preterm infants from one week postpartum to 15 months of age. Beta diversity analysis revealed a distinct clustering of airway microbial communities from hospitalized preterms and samples after hospital discharge. At nine and 15 months of age, the preterm infants lost their hospital-acquired individual metagenome signatures towards a common taxonomic structure. However, ecological network analysis and Random Forest classification of cross-sectional data revealed that by this age the preterm infants did not succeed in establishing the uniform and stable bacterial community structures that are characteristic for healthy full-term infants.
Keyphrases
- low birth weight
- preterm infants
- human milk
- preterm birth
- single cell
- network analysis
- cross sectional
- climate change
- gestational age
- machine learning
- rna seq
- healthcare
- emergency department
- high resolution
- randomized controlled trial
- electronic health record
- early onset
- big data
- genome wide
- risk assessment
- study protocol
- mass spectrometry
- artificial intelligence