预测人体对 LNA-i-mir-221 清除率的缩放方法:回顾性验证

Q2 Agricultural and Biological Sciences
Massimiliano Fonsi , Jacques Fulbert , Pierre-Andre Billat , Mariamena Arbitrio , Pierosandro Tagliaferri , Pierfrancesco Tassone , Maria Teresa Di Martino
{"title":"预测人体对 LNA-i-mir-221 清除率的缩放方法:回顾性验证","authors":"Massimiliano Fonsi ,&nbsp;Jacques Fulbert ,&nbsp;Pierre-Andre Billat ,&nbsp;Mariamena Arbitrio ,&nbsp;Pierosandro Tagliaferri ,&nbsp;Pierfrancesco Tassone ,&nbsp;Maria Teresa Di Martino","doi":"10.1016/j.crphar.2024.100197","DOIUrl":null,"url":null,"abstract":"<div><p>LNA-i-miR-221 is a novel microRNA(miRNA)-221 inhibitor designed for the treatment of human malignancies. It has recently undergone phase 1 clinical trial (P1CT) and early pharmacokinetics (PKs) data in cancer patients are now available. We previously used multiple allometric interspecies scaling methods to draw inferences about LNA-i-miR-221 PKs in humans and estimated the patient dose based on the safe and pharmacodynamic (PD) active dose observed in mice, therefore providing a framework for the definition of safe starting and escalation doses for the P1CT. The preliminary data collected during the P1CT showed that the LNA-i-miR-221 anticipated doses, according to our human PK estimation approach, were indeed well tolerated and effective. PD data demonstrated concentration-dependent downregulation of miR-221 and upregulation of its CDKN1B/p27 and PTEN canonical targets as well as stable disease in 8 (50.0%) patients and partial response in 1 (6.3%) colorectal cancer case. Here, we detail the experimentally evaluated PK parameters of LNA-i-miR-221 in human, using both a non-compartmental and a population PKs approach. The population approach was adequately described by a three-compartments model with first-order elimination. The recorded age, sex and body weight of patients were evaluated as potential covariates. The estimated typical population parameter values were clearance (CL = 200 mL/h/kg), central volume of distribution (V1 = 45 mL/kg), peripheral volume of distribution (V2 = 200 mL/kg, volume of the second peripheral compartment V3 = 930 mL/h/kg) and inter-compartmental clearance (Q2 = 480 mL/h/kg and Q3 = 68 mL/h/kg). Age was found to be a predictor of Q3, with a statistically significant correlation. This work aimed also at retrospectively comparing the measured plasmatic clearance values with those predicted by different allometric scaling approaches. Our comparative analysis showed that the most accurate prediction was achieved by applying the single species allometric scaling approach and that the use of more than one species in allometric scaling to predict therapeutic oligonucleotides PKs would not necessarily generate the best prediction. Finally, our predictive approach was found accurate not only in predicting the main PK parameters in human but suggesting the range of effective and safe dose to be applied in the next clinic phase 2.</p></div>","PeriodicalId":10877,"journal":{"name":"Current Research in Pharmacology and Drug Discovery","volume":"7 ","pages":"Article 100197"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590257124000245/pdfft?md5=14be37eb3e3e1daad2b299ed49e09672&pid=1-s2.0-S2590257124000245-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Scaling approaches for the prediction of human clearance of LNA-i-mir-221: A retrospective validation\",\"authors\":\"Massimiliano Fonsi ,&nbsp;Jacques Fulbert ,&nbsp;Pierre-Andre Billat ,&nbsp;Mariamena Arbitrio ,&nbsp;Pierosandro Tagliaferri ,&nbsp;Pierfrancesco Tassone ,&nbsp;Maria Teresa Di Martino\",\"doi\":\"10.1016/j.crphar.2024.100197\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>LNA-i-miR-221 is a novel microRNA(miRNA)-221 inhibitor designed for the treatment of human malignancies. It has recently undergone phase 1 clinical trial (P1CT) and early pharmacokinetics (PKs) data in cancer patients are now available. We previously used multiple allometric interspecies scaling methods to draw inferences about LNA-i-miR-221 PKs in humans and estimated the patient dose based on the safe and pharmacodynamic (PD) active dose observed in mice, therefore providing a framework for the definition of safe starting and escalation doses for the P1CT. The preliminary data collected during the P1CT showed that the LNA-i-miR-221 anticipated doses, according to our human PK estimation approach, were indeed well tolerated and effective. PD data demonstrated concentration-dependent downregulation of miR-221 and upregulation of its CDKN1B/p27 and PTEN canonical targets as well as stable disease in 8 (50.0%) patients and partial response in 1 (6.3%) colorectal cancer case. Here, we detail the experimentally evaluated PK parameters of LNA-i-miR-221 in human, using both a non-compartmental and a population PKs approach. The population approach was adequately described by a three-compartments model with first-order elimination. The recorded age, sex and body weight of patients were evaluated as potential covariates. The estimated typical population parameter values were clearance (CL = 200 mL/h/kg), central volume of distribution (V1 = 45 mL/kg), peripheral volume of distribution (V2 = 200 mL/kg, volume of the second peripheral compartment V3 = 930 mL/h/kg) and inter-compartmental clearance (Q2 = 480 mL/h/kg and Q3 = 68 mL/h/kg). Age was found to be a predictor of Q3, with a statistically significant correlation. This work aimed also at retrospectively comparing the measured plasmatic clearance values with those predicted by different allometric scaling approaches. Our comparative analysis showed that the most accurate prediction was achieved by applying the single species allometric scaling approach and that the use of more than one species in allometric scaling to predict therapeutic oligonucleotides PKs would not necessarily generate the best prediction. Finally, our predictive approach was found accurate not only in predicting the main PK parameters in human but suggesting the range of effective and safe dose to be applied in the next clinic phase 2.</p></div>\",\"PeriodicalId\":10877,\"journal\":{\"name\":\"Current Research in Pharmacology and Drug Discovery\",\"volume\":\"7 \",\"pages\":\"Article 100197\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2590257124000245/pdfft?md5=14be37eb3e3e1daad2b299ed49e09672&pid=1-s2.0-S2590257124000245-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current Research in Pharmacology and Drug Discovery\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2590257124000245\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Agricultural and Biological Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Research in Pharmacology and Drug Discovery","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2590257124000245","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
引用次数: 0

摘要

LNA-i-miR-221 是一种新型 microRNA(miRNA)-221 抑制剂,设计用于治疗人类恶性肿瘤。它最近进行了一期临床试验(P1CT),目前已获得癌症患者的早期药代动力学(PKs)数据。我们之前使用了多种种间异速比方法来推断LNA-i-miR-221在人体内的PK,并根据在小鼠体内观察到的安全药效学(PD)活性剂量来估算患者剂量,从而为P1CT提供了一个定义安全起始和升级剂量的框架。P1CT期间收集的初步数据显示,根据我们的人体PK估计方法,LNA-i-miR-221的预期剂量确实具有良好的耐受性和有效性。PD数据显示,miR-221浓度依赖性下调,其CDKN1B/p27和PTEN同源靶点上调,8例(50.0%)患者病情稳定,1例(6.3%)结直肠癌患者部分应答。在此,我们使用非室PKs方法和群体PKs方法详细介绍了LNA-i-miR-221在人体中的实验评估PK参数。采用一阶消除的三室模型充分描述了群体PK方法。记录的患者年龄、性别和体重被视为潜在的协变量。估计的典型群体参数值为清除率(CL = 200 mL/h/kg)、中心分布容积(V1 = 45 mL/kg)、外周分布容积(V2 = 200 mL/kg,第二外周室容积 V3 = 930 mL/h/kg)和室间清除率(Q2 = 480 mL/h/kg,Q3 = 68 mL/h/kg)。研究发现,年龄是预测 Q3 的一个因素,两者之间存在统计学意义上的显著相关性。这项工作的另一个目的是回顾性比较测量的血浆清除率值和不同异速比方法预测的清除率值。我们的比较分析表明,采用单一物种的异速缩放方法可获得最准确的预测结果,而采用多个物种的异速缩放方法来预测治疗性寡核苷酸的 PK 值并不一定能获得最佳预测结果。最后,我们发现我们的预测方法不仅能准确预测人体的主要 PK 参数,还能建议在下一个临床 2 期应用的有效和安全剂量范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Scaling approaches for the prediction of human clearance of LNA-i-mir-221: A retrospective validation

Scaling approaches for the prediction of human clearance of LNA-i-mir-221: A retrospective validation

LNA-i-miR-221 is a novel microRNA(miRNA)-221 inhibitor designed for the treatment of human malignancies. It has recently undergone phase 1 clinical trial (P1CT) and early pharmacokinetics (PKs) data in cancer patients are now available. We previously used multiple allometric interspecies scaling methods to draw inferences about LNA-i-miR-221 PKs in humans and estimated the patient dose based on the safe and pharmacodynamic (PD) active dose observed in mice, therefore providing a framework for the definition of safe starting and escalation doses for the P1CT. The preliminary data collected during the P1CT showed that the LNA-i-miR-221 anticipated doses, according to our human PK estimation approach, were indeed well tolerated and effective. PD data demonstrated concentration-dependent downregulation of miR-221 and upregulation of its CDKN1B/p27 and PTEN canonical targets as well as stable disease in 8 (50.0%) patients and partial response in 1 (6.3%) colorectal cancer case. Here, we detail the experimentally evaluated PK parameters of LNA-i-miR-221 in human, using both a non-compartmental and a population PKs approach. The population approach was adequately described by a three-compartments model with first-order elimination. The recorded age, sex and body weight of patients were evaluated as potential covariates. The estimated typical population parameter values were clearance (CL = 200 mL/h/kg), central volume of distribution (V1 = 45 mL/kg), peripheral volume of distribution (V2 = 200 mL/kg, volume of the second peripheral compartment V3 = 930 mL/h/kg) and inter-compartmental clearance (Q2 = 480 mL/h/kg and Q3 = 68 mL/h/kg). Age was found to be a predictor of Q3, with a statistically significant correlation. This work aimed also at retrospectively comparing the measured plasmatic clearance values with those predicted by different allometric scaling approaches. Our comparative analysis showed that the most accurate prediction was achieved by applying the single species allometric scaling approach and that the use of more than one species in allometric scaling to predict therapeutic oligonucleotides PKs would not necessarily generate the best prediction. Finally, our predictive approach was found accurate not only in predicting the main PK parameters in human but suggesting the range of effective and safe dose to be applied in the next clinic phase 2.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Current Research in Pharmacology and Drug Discovery
Current Research in Pharmacology and Drug Discovery Agricultural and Biological Sciences-Animal Science and Zoology
CiteScore
6.40
自引率
0.00%
发文量
65
审稿时长
40 days
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信