Newborns born early are at risk for a serious health problem called patent ductus arteriosus (PDA). PDA is a passageway between heart and lung that can cause life-threatening complications such as bleeding in the brain or even death if it remains open and large. When closure of PDA is needed, doctors make every attempt to do it as soon as possible. Ibuprofen is the best drug to close the PDA, but it only works for 50% of small newborns. The investigators have shown before that small newborns handle ibuprofen differently and the amount of active ibuprofen that reaches their blood can be very unpredictable. Studies have shown if enough ibuprofen reaches the body, it can close the PDA. Therefore the investigators designed this study to see whether it is possible to give each newborn the right amount of ibuprofen that their body needs to close the PDA. The investigators will compare two ways to give ibuprofen in a small number of newborns: 1 - standard amount of ibuprofen to everyone, which is the usual care or 2 - ibuprofen doses that will be changed based on how much active ibuprofen has reached the body and how well the newborn's PDA is closing. The investigators will then compare the number of PDAs closed in each group and closely monitor any possible challenges for this new practice. By doing this project, the goals can be summarized as below: A. Primary goal: To determine if it is feasible to successfully run a larger study in the future. B. Secondary goals 1. To assess how well and how safely the personalized (MIPD) method works, using a tool called WAPPS-PDA to guide dosing. 2. To compare the effectiveness and safety of the personalized method with standard ibuprofen dosing. 3. To identify drug levels in the blood (Cmin, AUC0-24, AUC0-72) that are associated with complete, partial, or no response to treatment.
Study Design Overview: This clinical trial is a single-center, pilot, randomized, controlled, triple-blind study designed to evaluate the feasibility and effectiveness of model-informed precision dosing (MIPD) of oral ibuprofen compared to standard dosing for the treatment of Patent Ductus Arteriosus (PDA) in preterm neonates (≤27+6 weeks gestational age). The trial assesses both operational feasibility and clinical outcomes, with a focus on the use of a pharmacokinetic (PK) prediction module provided by the Web-Accessible Population Pharmacokinetics Service-PDA (WAPPS-PDA). • Standard Dosing Arm: Participants in this arm receive the standard oral ibuprofen regimen used in the unit. Treatment begins with an initial loading dose, followed by two smaller doses administered at 24-hour intervals. While PK samples and targeted echocardiograms are collected at the same intervals as in the precision dosing arm, these data points do not influence dosing decisions. • Model-Informed Precision Dosing (MIPD) Arm: Participants in this arm initially receive the same loading dose of ibuprofen as those in the standard dosing arm. Subsequent doses are adjusted using real-time PK data and echocardiographic evaluations through the WAPPS-PDA tool. This tool employs a Bayesian forecasting model to analyze blood samples collected at 6, 30, and 54 hours post-initial dose, combining these results with the PDA response level noted in the targeted echocardiograms to dynamically adjust dosing. Dose adjustments are reviewed every 12 hours to ensure tailored treatment based on the neonate's specific pharmacological response, optimizing the chances of effective PDA closure.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
DOUBLE
Enrollment
26
Standard dosing administers ibuprofen without adjustments, starting with an initial loading dose followed by two maintenance doses at 24-hour intervals: 10/5/5 mg/kg for infants aged ≤72 hours, and 20/10/10 mg/kg for those \>72 hours old.
Precision Dosing (Model-Informed Precision Dosing - MIPD): Begins with the same initial loading dose as the Standard Dosing arm, with subsequent doses adjusted based on a Bayesian forecasting model that integrates real-time PK and echocardiographic data.
McMaster Children's Hospital - Neonatal Intensive Care Unit
Hamilton, Ontario, Canada
RECRUITINGRecruitment Feasibility
Feasibility will be assessed by the ability to randomize at least 15% of all eligible patients during the study period.
Time frame: From intial dose to 96 hours after.
Timeliness of PK Sample Result Availability
Feasibility will be assessed by the ability to obtain results for at least 80% of pharmacokinetic (PK) samples within 4 hours of sample collection.
Time frame: From initial dose to 96 hours after
Timeliness of Top-up Dosing Data for Intervention Arm
Feasibility will be assessed by the ability to generate dosing data for top-up administration within 14 hours of the previous dose in at least 80% of subjects in the intervention arm.
Time frame: From initial dose to 96 hours after
Timely Completion of Daily Targeted Neonatal Echocardiogram (TnEcho)
Feasibility will be assessed by the ability to perform daily TnEcho within 4 to 8 hours prior to the next scheduled dose in at least 80% of subjects.
Time frame: From initial dose to 96 hours after
Timely TnEcho Scoring and Model-Informed Precision Dosing (MIPD) Recommendation
Feasibility will be assessed by the ability to score the TnEcho, assign responsiveness grouping, and provide the MIPD recommendation for the second and third doses of oral ibuprofen within 24 hours of the previous dose in at least 80% of subjects.
Time frame: From initial dose to 96 hours after
Achievement of Target Trough Concentration and AUC (Intervention Arm Only)
This exploratory outcome will evaluate the proportion of participants in the intervention arm who reach the predefined target trough concentration, AUC₀-₂₄, and AUC₀-₇₂. Results will be summarized descriptively and compared within the intervention group.
Time frame: From first dose to 72 hours
Maximum Ibuprofen Concentration (Cmax) ≤80 µg/mL (Intervention Arm Only)
This outcome will assess the proportion of intervention-arm participants whose maximum ibuprofen concentration (Cmax) remains at or below the predefined limit of 80 µg/mL. Results will be described and compared to the predefined threshold.
Time frame: From first dose to 72 hours
Daily Ibuprofen Dose ≤40 mg/kg (Intervention Arm Only)
This outcome will evaluate the proportion of participants in the intervention arm whose daily ibuprofen dose does not exceed 40 mg/kg. The frequency of participants meeting this dosing threshold will be summarized descriptively.
Time frame: From first dose to 72 hours
Closure of the Patent Ductus Arteriosus (PDA)
This outcome will assess the proportion of participants with echocardiographically confirmed closure of the PDA following treatment. Results will be summarized and compared across study groups.
Time frame: From first dose to 14 days
Need for Repeat Pharmacotherapy
This outcome will evaluate the proportion of participants requiring a repeat course of pharmacologic PDA treatment within 14 days of completing the initial course. Findings will be reported descriptively.
Time frame: From first dose to 14 Days
Need for Surgical Ligation
This outcome will assess the proportion of participants who require surgical ligation of the PDA due to persistent patency or clinical deterioration. Results will be summarized for both study groups.
Time frame: From first dose to 14 Days
Treatment Interruption
This outcome will describe the proportion of participants whose ibuprofen treatment was interrupted prior to completion due to clinical or safety concerns. Outcomes will be compared descriptively.
Time frame: From first dose to 14 Days
Occurrence of Adverse Events
This outcome will describe the proportion of participants who experience at least one adverse event during the follow-up period. Events will be classified by severity and relatedness to the study drug, and summarized descriptively.
Time frame: From first dose to 14 Days
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