Optimal Sample Size for Use in Neonatal Pharmacokinetic Studies

被引:2
|
作者
Tang, Bo-Hao [1 ]
Yao, Bu-Fan [1 ]
van den Anker, John [2 ,3 ,4 ,5 ,6 ,7 ]
Zhao, Wei [1 ,8 ,9 ]
机构
[1] Shandong Univ, Cheeloo Coll Med, Sch Pharmaceut Sci, Minist Educ,Key Lab Chem Biol,Dept Clin Pharm, Jinan 250012, Peoples R China
[2] Childrens Natl Hosp, Div Clin Pharmacol, Washington, DC USA
[3] George Washington Univ, Sch Med & Hlth Sci, Dept Pediat, Washington, DC 20052 USA
[4] George Washington Univ, Sch Med & Hlth Sci, Dept Pharmacol, Washington, DC 20052 USA
[5] George Washington Univ, Sch Med & Hlth Sci, Dept Physiol, Washington, DC 20052 USA
[6] George Washington Univ, Sch Med & Hlth Sci, Dept Genom & Precis Med, Washington, DC 20052 USA
[7] Univ Basel Childrens Hosp, Dept Pediat Pharmacol & Pharmacometr, Basel, Switzerland
[8] Shandong First Med Univ, Affiliated Hosp 1, Clin Trial Ctr, Dept Clin Pharm, Jinan, Peoples R China
[9] Shandong Prov Qianfoshan Hosp, Shandong Engn & Technol Res Ctr Pediat Drug Dev, Shandong Med & Hlth Key Lab Clin Pharm, Jinan, Peoples R China
基金
中国国家自然科学基金;
关键词
Sample size; Pharmacokinetics; Neonate; Clearance; Model-based; PRECISION CRITERIA; DRUG DEVELOPMENT;
D O I
10.1007/s43441-021-00368-8
中图分类号
R-058 [];
学科分类号
摘要
Background In recent years, population pharmacokinetics (PK) has been widely used in neonatal pharmacology. However, the sample size selection for neonatal PK studies has been highly variable and without clear consensus, especially for drugs with large individual variability. Therefore, this study's objective was to investigate the optimal sample size for use in neonatal PK studies. Methods A comprehensive and reliable population PK model (1631 neonates) of vancomycin was selected as a reference model. The original sparse PK dataset was divided into several sub-datasets according to different sample sizes. NONMEM was used for sub-datasets PK analysis. Statistical powers were calculated to evaluate different sample sizes (> 80% was expected). Results During population clearance estimations, the average power was 40%, 85%, 100%, and 100% for sample sizes of 10, 25, 50, and 100 neonates, respectively. And the frequency of model-estimated median clearance values within +/- 10% (relative errors) of target value (0.057 L/h) were 75.0%, 68.8%, 57.8%, and 35.0%, respectively. Regarding age sub-groups (postmenstrual age (PMA) < or >= 37 weeks) clearance estimation, a sample size of 50 was better to complete the assessment of the neonatal age sub-group even in some cases of unbalanced age distribution. Conclusion A sample size of 25 neonates provided a consistent estimation of the overall population (PMA: 23.3-52.4 weeks) clearance for a drug with high individual variability using a sparse PK sampling design. A sample size of 50 was recommended to complete neonatal age sub-group assessments.
引用
收藏
页码:517 / 522
页数:6
相关论文
共 50 条
  • [1] Optimal Sample Size for Use in Neonatal Pharmacokinetic Studies
    Bo-Hao Tang
    Bu-Fan Yao
    John van den Anker
    Wei Zhao
    [J]. Therapeutic Innovation & Regulatory Science, 2022, 56 : 517 - 522
  • [2] SAMPLE-SIZE AND POPULATION PHARMACOKINETIC (PPK) STUDIES
    ETTE, EI
    SUN, H
    [J]. CLINICAL PHARMACOLOGY & THERAPEUTICS, 1995, 57 (02) : 188 - 188
  • [3] THE OPTIMAL SAMPLE-SIZE IN LICHENOMETRIC STUDIES
    INNES, JL
    [J]. ARCTIC AND ALPINE RESEARCH, 1984, 16 (02) : 233 - 244
  • [4] Sample size and optimal designs for reliability studies
    Walter, SD
    Eliasziw, M
    Donner, A
    [J]. STATISTICS IN MEDICINE, 1998, 17 (01) : 101 - 110
  • [5] OPTIMAL SAMPLE-SIZE FOR THIN-SECTION SIZE STUDIES
    SAHU, BK
    [J]. SEDIMENTARY GEOLOGY, 1977, 19 (03) : 185 - 196
  • [6] What Is the Minimal Optimal Sample Size for Plant Ecophysiological Studies?
    Perez-Llorca, Marina
    Fenollosa, Erola
    Salguero-Gomez, Roberto
    Munne-Boscha, Sergi
    [J]. PLANT PHYSIOLOGY, 2018, 178 (03) : 953 - 955
  • [7] Optimal predictive sample size for case-control studies
    De Santis, F
    Pacifico, MP
    Sambucini, V
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2004, 53 : 427 - 441
  • [8] What is the best size descriptor to use for pharmacokinetic studies in the obese?
    Green, B
    Duffull, SB
    [J]. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2004, 58 (02) : 119 - 133
  • [9] Optimal Design of Pharmacokinetic Studies
    Aarons, Leon
    Ogungbenro, Kayode
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2010, 106 (03) : 250 - 255
  • [10] On the Determination of an Optimal Sample Size
    Nordbotten, Svein
    [J]. SKANDINAVISK AKTUARIETIDSKRIFT, 1954, 37 (1-2): : 60 - 64