Transmission dynamics and control of multidrug-resistant Klebsiella pneumoniae in neonates in a developing country.
Thomas CrellenPaul TurnerSreymom PolStephen BakerTo Nguyen Thi NguyenNicole StoesserNicholas Pj DayClaudia TurnerBen S CooperPublished in: eLife (2019)
Multidrug-resistant Klebsiella pneumoniae is an increasing cause of infant mortality in developing countries. We aimed to develop a quantitative understanding of the drivers of this epidemic by estimating the effects of antibiotics on nosocomial transmission risk, comparing competing hypotheses about mechanisms of spread, and quantifying the impact of potential interventions. Using a sequence of dynamic models, we analysed data from a one-year prospective carriage study in a Cambodian neonatal intensive care unit with hyperendemic third-generation cephalosporin-resistant K. pneumoniae. All widely-used antibiotics except imipenem were associated with an increased daily acquisition risk, with an odds ratio for the most common combination (ampicillin + gentamicin) of 1.96 (95% CrI 1.18, 3.36). Models incorporating genomic data found that colonisation pressure was associated with a higher transmission risk, indicated sequence type heterogeneity in transmissibility, and showed that within-ward transmission was insufficient to maintain endemicity. Simulations indicated that increasing the nurse-patient ratio could be an effective intervention.
Keyphrases
- klebsiella pneumoniae
- multidrug resistant
- gram negative
- acinetobacter baumannii
- drug resistant
- escherichia coli
- randomized controlled trial
- preterm infants
- physical activity
- primary care
- electronic health record
- gene expression
- machine learning
- type diabetes
- cardiovascular disease
- cardiovascular events
- coronary artery disease
- cystic fibrosis
- low birth weight
- artificial intelligence
- respiratory tract