TY - JOUR
T1 - Predicting treatment response to vancomycin using bacterial DNA load as a pharmacodynamic marker in premature and very low birth weight neonates
T2 - A population PKPD study
AU - Samb, Amadou
AU - de Kroon, Rimke
AU - Dijkstra, Koos
AU - van den Brand, Marre
AU - Bos, Martine
AU - van den Dungen, Frank
AU - Veldkamp, Agnes
AU - Wilhelm, Bram
AU - de Haan, Timo R.
AU - Bijleveld, Yuma A.
AU - Tutu van Furth, Marceline
AU - Savelkoul, Paul
AU - Swart, Noortje
AU - Mathot, Ron
AU - van Weissenbruch, Mirjam
N1 - Funding Information: Funding for this study has been provided by ZonMw (205100007), NutsOhra Fund (1101-093), and the Janivo Foundation (2019378). Publisher Copyright: Copyright © 2023 Samb, De Kroon, Dijkstra, Van Den Brand, Bos, Van Den Dungen, Veldkamp, Wilhelm, De Haan, Bijleveld, Tutu Van Furth, Savelkoul, Swart, Mathot and Van Weissenbruch.
PY - 2023
Y1 - 2023
N2 - Background: While positive blood cultures are the gold standard for late-onset sepsis (LOS) diagnosis in premature and very low birth weight (VLBW) newborns, these results can take days, and early markers of possible treatment efficacy are lacking. The objective of the present study was to investigate whether the response to vancomycin could be quantified using bacterial DNA loads (BDLs) determined by real-time quantitative polymerase chain reaction (RT-qPCR). Methods: VLBW and premature neonates with suspected LOS were included in a prospective observational study. Serial blood samples were collected to measure BDL and vancomycin concentrations. BDLs were measured with RT-qPCR, whereas vancomycin concentrations were measured by LC-MS/MS. Population pharmacokinetic–pharmacodynamic modeling was performed with NONMEM. Results: Twenty-eight patients with LOS treated with vancomycin were included. A one-compartment model with post-menstrual age (PMA) and weight as covariates was used to describe the time PK profile of vancomycin concentrations. In 16 of these patients, time profiles of BDL could be described with a pharmacodynamic turnover model. The relationship between vancomycin concentration and first-order BDL elimination was described with a linear-effect model. Slope S increased with increasing PMA. In 12 patients, no decrease in BDL over time was observed, which corresponded with clinical non-response. Discussion: BDLs determined through RT-qPCR were adequately described with the developed population PKPD model, and treatment response to vancomycin using BDL in LOS can be assessed as early as 8 h after treatment initiation.
AB - Background: While positive blood cultures are the gold standard for late-onset sepsis (LOS) diagnosis in premature and very low birth weight (VLBW) newborns, these results can take days, and early markers of possible treatment efficacy are lacking. The objective of the present study was to investigate whether the response to vancomycin could be quantified using bacterial DNA loads (BDLs) determined by real-time quantitative polymerase chain reaction (RT-qPCR). Methods: VLBW and premature neonates with suspected LOS were included in a prospective observational study. Serial blood samples were collected to measure BDL and vancomycin concentrations. BDLs were measured with RT-qPCR, whereas vancomycin concentrations were measured by LC-MS/MS. Population pharmacokinetic–pharmacodynamic modeling was performed with NONMEM. Results: Twenty-eight patients with LOS treated with vancomycin were included. A one-compartment model with post-menstrual age (PMA) and weight as covariates was used to describe the time PK profile of vancomycin concentrations. In 16 of these patients, time profiles of BDL could be described with a pharmacodynamic turnover model. The relationship between vancomycin concentration and first-order BDL elimination was described with a linear-effect model. Slope S increased with increasing PMA. In 12 patients, no decrease in BDL over time was observed, which corresponded with clinical non-response. Discussion: BDLs determined through RT-qPCR were adequately described with the developed population PKPD model, and treatment response to vancomycin using BDL in LOS can be assessed as early as 8 h after treatment initiation.
KW - NONMEM
KW - TDM
KW - bacterial DNA
KW - coagulase-negative staphylococci
KW - neonatology
KW - pharmacodynamics
KW - pharmacokinetics
KW - vancomycin
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85149489566&origin=inward
UR - https://www.ncbi.nlm.nih.gov/pubmed/36873984
UR - http://www.scopus.com/inward/record.url?scp=85149489566&partnerID=8YFLogxK
U2 - https://doi.org/10.3389/fphar.2023.1104482
DO - https://doi.org/10.3389/fphar.2023.1104482
M3 - Article
C2 - 36873984
SN - 1663-9812
VL - 14
JO - Frontiers in pharmacology
JF - Frontiers in pharmacology
M1 - 1104482
ER -