Loading…

Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms

Current standard-dose caffeine therapy results in significant intersubject variability. The aims of this study were to develop and evaluate population pharmacokinetic (PPK) models of caffeine in preterm infants through comprehensive screening of covariates and then to propose model-informed precisio...

Full description

Saved in:
Bibliographic Details
Published in:Pharmacological research 2022-10, Vol.184, p.106416-106416, Article 106416
Main Authors: Dai, Hao-Ran, Liu, Yun, Lu, Ke-Yu, He, Xin, Guo, Hong-Li, Hu, Ya-Hui, Xu, Jing, Ding, Xuan-Sheng, Chen, Feng, Cheng, Rui, Jiao, Zheng
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83
cites cdi_FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83
container_end_page 106416
container_issue
container_start_page 106416
container_title Pharmacological research
container_volume 184
creator Dai, Hao-Ran
Liu, Yun
Lu, Ke-Yu
He, Xin
Guo, Hong-Li
Hu, Ya-Hui
Xu, Jing
Ding, Xuan-Sheng
Chen, Feng
Cheng, Rui
Jiao, Zheng
description Current standard-dose caffeine therapy results in significant intersubject variability. The aims of this study were to develop and evaluate population pharmacokinetic (PPK) models of caffeine in preterm infants through comprehensive screening of covariates and then to propose model-informed precision dosing of caffeine for this population. A total of 129 caffeine concentrations from 96 premature neonates were incorporated into this study. Comprehensive medical record and genotype data of these neonates were collected for analysis. PPK modeling was performed by a nonlinear mixed effects modeling program (NONMEM). Final models based on the current weight (CW) or body surface area (BSA) were evaluated via multiple graphic and statistical methods. The model-informed dosing regimen was performed through Monte Carlo simulations. In addition to CW or BSA, postnatal age, coadministration with erythromycin (ERY), and aryl hydrocarbon receptor coding gene (AHR) variant (rs2158041) were incorporated into the final PPK models. Multiple evaluation results showed satisfactory prediction performance and stability of the CW- and BSA-based models. Monte Carlo simulations demonstrated that trough concentrations of caffeine in preterm infants would be affected by concomitant ERY therapy and rs2158041 under varying dose regimens. For the first time, ERY and rs2158041 were found to be associated with the clearance of caffeine in premature infants. Similar predictive performance and stability were obtained for both CW- and BSA-based PPK models. These findings provide novel insights into caffeine precision therapy for preterm infants. [Display omitted]
doi_str_mv 10.1016/j.phrs.2022.106416
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2707616778</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1043661822003619</els_id><sourcerecordid>2707616778</sourcerecordid><originalsourceid>FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83</originalsourceid><addsrcrecordid>eNp9UctO5DAQjNAiwQI_wMnHvWSwneCM0V4Q4rESWhCCs-Wx28RDbAfbA8oP8Z04yp731N3VVdVqVVWdErwimLCz7WrsY1pRTGkBWEvYXnVIMGc1IWv2Y-7bpmaMrA-qnyltMca8Jfiw-noM426Q2QaPxl5GJ1V4sx6yVcgFDYP1rygYpKQxUHBkCy9ChuhKa6TPCX3a3CM5epAzs2ydzLto83SB_sInMtbr4pKQicEhFbwKzuaiRBCn3BdwUsVVeo0u757QKyzXxzBMLsSxt8ml42rfyCHByb96VL3cXD9f3dX3D7d_ri7va9U0Ta5lyzg0kuF103JzzpU2wKmmqjtXpJOabSjulGGGc0oZbLShG96ClrzZlGndHFW_Ft8xhvcdpCycTQqGQXoIuyRohztGWNfNVLpQVQwpRTBijNbJOAmCxRyK2Io5FDGHIpZQiuj3IoLyxIeFKJKy4BVoG0FloYP9n_wbD9mbmQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2707616778</pqid></control><display><type>article</type><title>Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms</title><source>ScienceDirect Freedom Collection 2022-2024</source><source>ScienceDirect (Online service)</source><creator>Dai, Hao-Ran ; Liu, Yun ; Lu, Ke-Yu ; He, Xin ; Guo, Hong-Li ; Hu, Ya-Hui ; Xu, Jing ; Ding, Xuan-Sheng ; Chen, Feng ; Cheng, Rui ; Jiao, Zheng</creator><creatorcontrib>Dai, Hao-Ran ; Liu, Yun ; Lu, Ke-Yu ; He, Xin ; Guo, Hong-Li ; Hu, Ya-Hui ; Xu, Jing ; Ding, Xuan-Sheng ; Chen, Feng ; Cheng, Rui ; Jiao, Zheng</creatorcontrib><description>Current standard-dose caffeine therapy results in significant intersubject variability. The aims of this study were to develop and evaluate population pharmacokinetic (PPK) models of caffeine in preterm infants through comprehensive screening of covariates and then to propose model-informed precision dosing of caffeine for this population. A total of 129 caffeine concentrations from 96 premature neonates were incorporated into this study. Comprehensive medical record and genotype data of these neonates were collected for analysis. PPK modeling was performed by a nonlinear mixed effects modeling program (NONMEM). Final models based on the current weight (CW) or body surface area (BSA) were evaluated via multiple graphic and statistical methods. The model-informed dosing regimen was performed through Monte Carlo simulations. In addition to CW or BSA, postnatal age, coadministration with erythromycin (ERY), and aryl hydrocarbon receptor coding gene (AHR) variant (rs2158041) were incorporated into the final PPK models. Multiple evaluation results showed satisfactory prediction performance and stability of the CW- and BSA-based models. Monte Carlo simulations demonstrated that trough concentrations of caffeine in preterm infants would be affected by concomitant ERY therapy and rs2158041 under varying dose regimens. For the first time, ERY and rs2158041 were found to be associated with the clearance of caffeine in premature infants. Similar predictive performance and stability were obtained for both CW- and BSA-based PPK models. These findings provide novel insights into caffeine precision therapy for preterm infants. [Display omitted]</description><identifier>ISSN: 1043-6618</identifier><identifier>EISSN: 1096-1186</identifier><identifier>DOI: 10.1016/j.phrs.2022.106416</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Apnea of prematurity ; Aryl hydrocarbon receptor ; Caffeine ; Erythromycin ; Population pharmacokinetics ; Preterm infants</subject><ispartof>Pharmacological research, 2022-10, Vol.184, p.106416-106416, Article 106416</ispartof><rights>2022 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83</citedby><cites>FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1043661822003619$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3549,27924,27925,45780</link.rule.ids></links><search><creatorcontrib>Dai, Hao-Ran</creatorcontrib><creatorcontrib>Liu, Yun</creatorcontrib><creatorcontrib>Lu, Ke-Yu</creatorcontrib><creatorcontrib>He, Xin</creatorcontrib><creatorcontrib>Guo, Hong-Li</creatorcontrib><creatorcontrib>Hu, Ya-Hui</creatorcontrib><creatorcontrib>Xu, Jing</creatorcontrib><creatorcontrib>Ding, Xuan-Sheng</creatorcontrib><creatorcontrib>Chen, Feng</creatorcontrib><creatorcontrib>Cheng, Rui</creatorcontrib><creatorcontrib>Jiao, Zheng</creatorcontrib><title>Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms</title><title>Pharmacological research</title><description>Current standard-dose caffeine therapy results in significant intersubject variability. The aims of this study were to develop and evaluate population pharmacokinetic (PPK) models of caffeine in preterm infants through comprehensive screening of covariates and then to propose model-informed precision dosing of caffeine for this population. A total of 129 caffeine concentrations from 96 premature neonates were incorporated into this study. Comprehensive medical record and genotype data of these neonates were collected for analysis. PPK modeling was performed by a nonlinear mixed effects modeling program (NONMEM). Final models based on the current weight (CW) or body surface area (BSA) were evaluated via multiple graphic and statistical methods. The model-informed dosing regimen was performed through Monte Carlo simulations. In addition to CW or BSA, postnatal age, coadministration with erythromycin (ERY), and aryl hydrocarbon receptor coding gene (AHR) variant (rs2158041) were incorporated into the final PPK models. Multiple evaluation results showed satisfactory prediction performance and stability of the CW- and BSA-based models. Monte Carlo simulations demonstrated that trough concentrations of caffeine in preterm infants would be affected by concomitant ERY therapy and rs2158041 under varying dose regimens. For the first time, ERY and rs2158041 were found to be associated with the clearance of caffeine in premature infants. Similar predictive performance and stability were obtained for both CW- and BSA-based PPK models. These findings provide novel insights into caffeine precision therapy for preterm infants. [Display omitted]</description><subject>Apnea of prematurity</subject><subject>Aryl hydrocarbon receptor</subject><subject>Caffeine</subject><subject>Erythromycin</subject><subject>Population pharmacokinetics</subject><subject>Preterm infants</subject><issn>1043-6618</issn><issn>1096-1186</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UctO5DAQjNAiwQI_wMnHvWSwneCM0V4Q4rESWhCCs-Wx28RDbAfbA8oP8Z04yp731N3VVdVqVVWdErwimLCz7WrsY1pRTGkBWEvYXnVIMGc1IWv2Y-7bpmaMrA-qnyltMca8Jfiw-noM426Q2QaPxl5GJ1V4sx6yVcgFDYP1rygYpKQxUHBkCy9ChuhKa6TPCX3a3CM5epAzs2ydzLto83SB_sInMtbr4pKQicEhFbwKzuaiRBCn3BdwUsVVeo0u757QKyzXxzBMLsSxt8ml42rfyCHByb96VL3cXD9f3dX3D7d_ri7va9U0Ta5lyzg0kuF103JzzpU2wKmmqjtXpJOabSjulGGGc0oZbLShG96ClrzZlGndHFW_Ft8xhvcdpCycTQqGQXoIuyRohztGWNfNVLpQVQwpRTBijNbJOAmCxRyK2Io5FDGHIpZQiuj3IoLyxIeFKJKy4BVoG0FloYP9n_wbD9mbmQ</recordid><startdate>202210</startdate><enddate>202210</enddate><creator>Dai, Hao-Ran</creator><creator>Liu, Yun</creator><creator>Lu, Ke-Yu</creator><creator>He, Xin</creator><creator>Guo, Hong-Li</creator><creator>Hu, Ya-Hui</creator><creator>Xu, Jing</creator><creator>Ding, Xuan-Sheng</creator><creator>Chen, Feng</creator><creator>Cheng, Rui</creator><creator>Jiao, Zheng</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202210</creationdate><title>Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms</title><author>Dai, Hao-Ran ; Liu, Yun ; Lu, Ke-Yu ; He, Xin ; Guo, Hong-Li ; Hu, Ya-Hui ; Xu, Jing ; Ding, Xuan-Sheng ; Chen, Feng ; Cheng, Rui ; Jiao, Zheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Apnea of prematurity</topic><topic>Aryl hydrocarbon receptor</topic><topic>Caffeine</topic><topic>Erythromycin</topic><topic>Population pharmacokinetics</topic><topic>Preterm infants</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dai, Hao-Ran</creatorcontrib><creatorcontrib>Liu, Yun</creatorcontrib><creatorcontrib>Lu, Ke-Yu</creatorcontrib><creatorcontrib>He, Xin</creatorcontrib><creatorcontrib>Guo, Hong-Li</creatorcontrib><creatorcontrib>Hu, Ya-Hui</creatorcontrib><creatorcontrib>Xu, Jing</creatorcontrib><creatorcontrib>Ding, Xuan-Sheng</creatorcontrib><creatorcontrib>Chen, Feng</creatorcontrib><creatorcontrib>Cheng, Rui</creatorcontrib><creatorcontrib>Jiao, Zheng</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Pharmacological research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dai, Hao-Ran</au><au>Liu, Yun</au><au>Lu, Ke-Yu</au><au>He, Xin</au><au>Guo, Hong-Li</au><au>Hu, Ya-Hui</au><au>Xu, Jing</au><au>Ding, Xuan-Sheng</au><au>Chen, Feng</au><au>Cheng, Rui</au><au>Jiao, Zheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms</atitle><jtitle>Pharmacological research</jtitle><date>2022-10</date><risdate>2022</risdate><volume>184</volume><spage>106416</spage><epage>106416</epage><pages>106416-106416</pages><artnum>106416</artnum><issn>1043-6618</issn><eissn>1096-1186</eissn><abstract>Current standard-dose caffeine therapy results in significant intersubject variability. The aims of this study were to develop and evaluate population pharmacokinetic (PPK) models of caffeine in preterm infants through comprehensive screening of covariates and then to propose model-informed precision dosing of caffeine for this population. A total of 129 caffeine concentrations from 96 premature neonates were incorporated into this study. Comprehensive medical record and genotype data of these neonates were collected for analysis. PPK modeling was performed by a nonlinear mixed effects modeling program (NONMEM). Final models based on the current weight (CW) or body surface area (BSA) were evaluated via multiple graphic and statistical methods. The model-informed dosing regimen was performed through Monte Carlo simulations. In addition to CW or BSA, postnatal age, coadministration with erythromycin (ERY), and aryl hydrocarbon receptor coding gene (AHR) variant (rs2158041) were incorporated into the final PPK models. Multiple evaluation results showed satisfactory prediction performance and stability of the CW- and BSA-based models. Monte Carlo simulations demonstrated that trough concentrations of caffeine in preterm infants would be affected by concomitant ERY therapy and rs2158041 under varying dose regimens. For the first time, ERY and rs2158041 were found to be associated with the clearance of caffeine in premature infants. Similar predictive performance and stability were obtained for both CW- and BSA-based PPK models. These findings provide novel insights into caffeine precision therapy for preterm infants. [Display omitted]</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.phrs.2022.106416</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 1043-6618
ispartof Pharmacological research, 2022-10, Vol.184, p.106416-106416, Article 106416
issn 1043-6618
1096-1186
language eng
recordid cdi_proquest_miscellaneous_2707616778
source ScienceDirect Freedom Collection 2022-2024; ScienceDirect (Online service)
subjects Apnea of prematurity
Aryl hydrocarbon receptor
Caffeine
Erythromycin
Population pharmacokinetics
Preterm infants
title Population pharmacokinetic modeling of caffeine in preterm infants with apnea of prematurity: New findings from concomitant erythromycin and AHR genetic polymorphisms
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T18%3A37%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Population%20pharmacokinetic%20modeling%20of%20caffeine%20in%20preterm%20infants%20with%20apnea%20of%20prematurity:%20New%20findings%20from%20concomitant%20erythromycin%20and%20AHR%20genetic%20polymorphisms&rft.jtitle=Pharmacological%20research&rft.au=Dai,%20Hao-Ran&rft.date=2022-10&rft.volume=184&rft.spage=106416&rft.epage=106416&rft.pages=106416-106416&rft.artnum=106416&rft.issn=1043-6618&rft.eissn=1096-1186&rft_id=info:doi/10.1016/j.phrs.2022.106416&rft_dat=%3Cproquest_cross%3E2707616778%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c333t-a469e3a608349f59cdfe92d2c75c17ad6b207cf6f99226ebdf2b94eda93bebd83%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2707616778&rft_id=info:pmid/&rfr_iscdi=true