Optimal Design of Drug–Drug Interaction Studies for the GLP-1 Receptor Agonist Drug Class for Weight Management: Closing a Potential Data Gap

Elijah Weber PhD, Ashit Trivedi PhD, April M. Barbour PhD
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The clinical relevance of a DDI varies by object and risk/benefit such that some objects may have more dire consequences of an interaction. Oral contraceptives, for example, could have clinically significant outcomes if efficacy were to be reduced as a result of gastric-emptying-mediated effects of the GLP-1 RA reducing systemic exposure.</p><p>Tirzepatide is a subcutaneously (SC) administered, once-weekly dual GLP-1/glucose-dependent insulinotropic polypeptide (GIP) RA with label restrictions regarding concomitant use with oral contraceptives. Specifically, women of reproductive potential are advised to switch to a non-oral method of contraception or add a barrier method for 4 weeks after initiating/escalating the dose of tirzepatide.<span><sup>1</sup></span> This recommendation was likely based on the results of a combined oral contraceptive (COC) DDI study with ethinyl estradiol/norelgestromin, whereby AUC and Cmax of the progestin component decreased by 22% and 55%, respectively, following a single 5 mg dose of tirzepatide.<span><sup>2</sup></span> According to the FDA clinical pharmacology application review, this interaction magnitude may significantly reduce the contraception effectiveness of the progestin component.<span><sup>2</sup></span> The FDA also noted that the studied dose, a 5 mg single dose, is not the maximum therapeutic dose, and therefore the effect at the maximum dose is unknown. Recently the FDA released a guidance on the conduct of DDIs with oral contraceptives recommending that “The investigational drug should be given at the highest proposed dose for labeling and should be dosed for a sufficient duration to ensure maximal modulation effect of the drug on metabolizing pathways of COCs.”<span><sup>3</sup></span> For perspective, the maximum dose of tirzepatide for the indication of weight management is 15 mg QW.</p><p>It is notable that upon initiation or dose escalation, the COC label restriction is only for 4 weeks. We believe this limited restriction is supported from DDI data with another orally administered medication commonly used to characterize gastric-emptying effects, acetaminophen,<span><sup>4</sup></span> showing that the apparent reduction in exposure observed after the first dose of tirzepatide is no longer evident after 4 weeks at the same dose. For example, when comparing Cmax and AUC of acetaminophen with and without tirzepatide (5 mg QW), Cmax and AUC geometric mean ratios of acetaminophen were 0.5 and 0.75, respectively, after the first dose but increased to 0.92 and 1.05, respectively, following the fourth dose.<span><sup>2</sup></span> These observations align with the known tachyphylaxis or ablation of gastric-emptying delays with this class following repeat dosing. Similar results were observed in acetaminophen studies with the GLP-1 agonist dulaglutide, where the gastric-emptying-mediated DDI observed after the first dose essentially normalized with four weeks of dosing.<span><sup>5</sup></span></p><p>SC semaglutide was originally approved at a maximum dose of 1 mg QW for glycemic control in T2DM,<span><sup>6</sup></span> with a subsequent increase of the maximal dose to 2 mg QW for this indication.<span><sup>7</sup></span> It has also been approved for weight management at a maximal dose of 2.4 mg QW.<span><sup>8</sup></span> Unlike tirzepatide, semaglutide does not have label restrictions specifically regarding COC use but does advise caution when oral medications are concomitantly administered with semaglutide. The lack of a specific label restriction with regard to concomitant use of COC is likely based on the results of two DDI studies. A study with the COC ethinyl estradiol/levonorgestrel demonstrated that at steady state of 1 mg SC semaglutide (i.e., after the fifth dose), the exposures of the estrogen or progestin component were not impacted to a clinically significant magnitude.<span><sup>9, 10</sup></span> Another DDI study evaluating the gastric -emptying delay impact on acetaminophen showed that at steady state with 2.4 mg SC semaglutide, semaglutide did not have an significant impact on the exposure, AUC (1.05 [0.99-1.12]) or Cmax (0.90 [0.79-1.04]), of acetaminophen measured over a 5 h period after adjusting for body weight.<span><sup>11, 12</sup></span> However, DDI effects in these studies were not characterized after the single/first administration of a new dose and were only characterized after the fifth dose of SC semaglutide. As normalization of the gastric-emptying effects after the fourth dose of a given dose level were observed in studies with dulaglutide and tirzepatide, these negative DDI results with semaglutide are not unexpected. Given current knowledge, the magnitude of a DDI following the first dose of the maximum dose of SC semaglutide (i.e., 2.4 mg) is unknown. This data gap is particularly concerning given the numerous mainstream media reports highlighting anecdotal stories of unexpected pregnancies while taking GLP-1 RAs.<span><sup>13-15</sup></span> This gastric-emptying-mediated DDI may not be definitively at the root of unexpected pregnancy, as it is known that restoration of hormonal imbalances occurring with weight loss boosts fertility<span><sup>16</sup></span> and these anecdotal reports do not seem to be corroborated with a dramatic increase in unexpected pregnancies within the FDA FAERS database.<span><sup>17</sup></span> However, we are suggesting that this data gap can be avoided in future development programs and label recommendations be further enhanced by implementing these considerations within the contraceptive DDI study.</p><p>Clinical pharmacology studies evaluating the gastric-emptying-mediated effects for developmental therapies for weight management should be carefully designed to characterize potential DDI effects across the entire dose range. Prior to the concomitant administration with a weight management therapeutic, a single dose baseline exposure of the oral contraceptive and orally administered acetaminophen could be obtained (staggered baselines to avoid a confounding interaction with these therapies). As weight management therapeutics typically require several steps of up-titration to reach the “maximum modulation,” evaluation of the gastric-emptying-mediated DDI using single doses of oral contraceptives/acetaminophen could be determined throughout the up-titration period. Given the short half-life of these substrates, the risk of carryover and impact to the next assessment is deemed low/none. By utilizing these design elements, gastric-emptying-mediated DDI can be monitored, including achievement of tachyphylaxis, following a single dose and multiple doses across an extended period. While this DDI study may be longer in duration and more complex in design relative to the standard design, these proposed design elements leverage the use of two different oral probe substrates sensitive to this interaction and incorporate a duration to achieve the maximum dose and “maximum modulation.”</p><p>In summary, this commentary highlights critical considerations when designing DDI studies with this class of medications. First, it is important and in alignment with regulatory guidance to characterize the maximal potential DDI effects, which includes characterizing the DDI following the first dose of an initial or titrated dose of the precipitant, and, if possible, at the maximal dose. We recognize the challenge that conduct of these studies at the maximal dose may not be feasible as characterization of the risk/benefit profile is ongoing and, therefore, the maximal dose may not be known. However, this medication class often requires titration due to known gastrointestinal adverse effects, such as nausea and vomiting, offering a unique opportunity to characterize multiple levels of dosing throughout the titration period. Second, it is important to characterize the onset and duration of the DDI effect, as the mechanism of the DDI with this class and modality (i.e., peptides) of gastric emptying may diminish to non-relevance following multiple doses of the same dose. Ultimately, application of these DDI study considerations will allow for robust characterization of a potential DDI across a wide dose range, over time, that will inform dosing recommendations within the label for oral contraceptives and, through extrapolation, other orally administered drugs.</p><p>Elijah Weber, Ashit Trivedi, and April M. Barbour are all employees of AstraZeneca and own stock in AstraZeneca.</p>","PeriodicalId":22751,"journal":{"name":"The Journal of Clinical Pharmacology","volume":"65 8","pages":"1056-1058"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jcph.70020","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Clinical Pharmacology","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jcph.70020","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The glucagon-like peptide-1 receptor agonist (GLP-1 RA) drug class, originally developed for glycemic control in patients with type 2 diabetes mellitus (T2DM), has recently expanded its indication to weight management. Many members of this class are peptides which do not have mechanism-based drug–drug interaction (DDI) liabilities per se. However, the potential for interactions arises due to their pharmacologic effect of delaying gastric emptying. This delay can impact the absorption of concurrently administered oral medications, necessitating evaluation of the DDI potential during the drug development process. The clinical relevance of a DDI varies by object and risk/benefit such that some objects may have more dire consequences of an interaction. Oral contraceptives, for example, could have clinically significant outcomes if efficacy were to be reduced as a result of gastric-emptying-mediated effects of the GLP-1 RA reducing systemic exposure.

Tirzepatide is a subcutaneously (SC) administered, once-weekly dual GLP-1/glucose-dependent insulinotropic polypeptide (GIP) RA with label restrictions regarding concomitant use with oral contraceptives. Specifically, women of reproductive potential are advised to switch to a non-oral method of contraception or add a barrier method for 4 weeks after initiating/escalating the dose of tirzepatide.1 This recommendation was likely based on the results of a combined oral contraceptive (COC) DDI study with ethinyl estradiol/norelgestromin, whereby AUC and Cmax of the progestin component decreased by 22% and 55%, respectively, following a single 5 mg dose of tirzepatide.2 According to the FDA clinical pharmacology application review, this interaction magnitude may significantly reduce the contraception effectiveness of the progestin component.2 The FDA also noted that the studied dose, a 5 mg single dose, is not the maximum therapeutic dose, and therefore the effect at the maximum dose is unknown. Recently the FDA released a guidance on the conduct of DDIs with oral contraceptives recommending that “The investigational drug should be given at the highest proposed dose for labeling and should be dosed for a sufficient duration to ensure maximal modulation effect of the drug on metabolizing pathways of COCs.”3 For perspective, the maximum dose of tirzepatide for the indication of weight management is 15 mg QW.

It is notable that upon initiation or dose escalation, the COC label restriction is only for 4 weeks. We believe this limited restriction is supported from DDI data with another orally administered medication commonly used to characterize gastric-emptying effects, acetaminophen,4 showing that the apparent reduction in exposure observed after the first dose of tirzepatide is no longer evident after 4 weeks at the same dose. For example, when comparing Cmax and AUC of acetaminophen with and without tirzepatide (5 mg QW), Cmax and AUC geometric mean ratios of acetaminophen were 0.5 and 0.75, respectively, after the first dose but increased to 0.92 and 1.05, respectively, following the fourth dose.2 These observations align with the known tachyphylaxis or ablation of gastric-emptying delays with this class following repeat dosing. Similar results were observed in acetaminophen studies with the GLP-1 agonist dulaglutide, where the gastric-emptying-mediated DDI observed after the first dose essentially normalized with four weeks of dosing.5

SC semaglutide was originally approved at a maximum dose of 1 mg QW for glycemic control in T2DM,6 with a subsequent increase of the maximal dose to 2 mg QW for this indication.7 It has also been approved for weight management at a maximal dose of 2.4 mg QW.8 Unlike tirzepatide, semaglutide does not have label restrictions specifically regarding COC use but does advise caution when oral medications are concomitantly administered with semaglutide. The lack of a specific label restriction with regard to concomitant use of COC is likely based on the results of two DDI studies. A study with the COC ethinyl estradiol/levonorgestrel demonstrated that at steady state of 1 mg SC semaglutide (i.e., after the fifth dose), the exposures of the estrogen or progestin component were not impacted to a clinically significant magnitude.9, 10 Another DDI study evaluating the gastric -emptying delay impact on acetaminophen showed that at steady state with 2.4 mg SC semaglutide, semaglutide did not have an significant impact on the exposure, AUC (1.05 [0.99-1.12]) or Cmax (0.90 [0.79-1.04]), of acetaminophen measured over a 5 h period after adjusting for body weight.11, 12 However, DDI effects in these studies were not characterized after the single/first administration of a new dose and were only characterized after the fifth dose of SC semaglutide. As normalization of the gastric-emptying effects after the fourth dose of a given dose level were observed in studies with dulaglutide and tirzepatide, these negative DDI results with semaglutide are not unexpected. Given current knowledge, the magnitude of a DDI following the first dose of the maximum dose of SC semaglutide (i.e., 2.4 mg) is unknown. This data gap is particularly concerning given the numerous mainstream media reports highlighting anecdotal stories of unexpected pregnancies while taking GLP-1 RAs.13-15 This gastric-emptying-mediated DDI may not be definitively at the root of unexpected pregnancy, as it is known that restoration of hormonal imbalances occurring with weight loss boosts fertility16 and these anecdotal reports do not seem to be corroborated with a dramatic increase in unexpected pregnancies within the FDA FAERS database.17 However, we are suggesting that this data gap can be avoided in future development programs and label recommendations be further enhanced by implementing these considerations within the contraceptive DDI study.

Clinical pharmacology studies evaluating the gastric-emptying-mediated effects for developmental therapies for weight management should be carefully designed to characterize potential DDI effects across the entire dose range. Prior to the concomitant administration with a weight management therapeutic, a single dose baseline exposure of the oral contraceptive and orally administered acetaminophen could be obtained (staggered baselines to avoid a confounding interaction with these therapies). As weight management therapeutics typically require several steps of up-titration to reach the “maximum modulation,” evaluation of the gastric-emptying-mediated DDI using single doses of oral contraceptives/acetaminophen could be determined throughout the up-titration period. Given the short half-life of these substrates, the risk of carryover and impact to the next assessment is deemed low/none. By utilizing these design elements, gastric-emptying-mediated DDI can be monitored, including achievement of tachyphylaxis, following a single dose and multiple doses across an extended period. While this DDI study may be longer in duration and more complex in design relative to the standard design, these proposed design elements leverage the use of two different oral probe substrates sensitive to this interaction and incorporate a duration to achieve the maximum dose and “maximum modulation.”

In summary, this commentary highlights critical considerations when designing DDI studies with this class of medications. First, it is important and in alignment with regulatory guidance to characterize the maximal potential DDI effects, which includes characterizing the DDI following the first dose of an initial or titrated dose of the precipitant, and, if possible, at the maximal dose. We recognize the challenge that conduct of these studies at the maximal dose may not be feasible as characterization of the risk/benefit profile is ongoing and, therefore, the maximal dose may not be known. However, this medication class often requires titration due to known gastrointestinal adverse effects, such as nausea and vomiting, offering a unique opportunity to characterize multiple levels of dosing throughout the titration period. Second, it is important to characterize the onset and duration of the DDI effect, as the mechanism of the DDI with this class and modality (i.e., peptides) of gastric emptying may diminish to non-relevance following multiple doses of the same dose. Ultimately, application of these DDI study considerations will allow for robust characterization of a potential DDI across a wide dose range, over time, that will inform dosing recommendations within the label for oral contraceptives and, through extrapolation, other orally administered drugs.

Elijah Weber, Ashit Trivedi, and April M. Barbour are all employees of AstraZeneca and own stock in AstraZeneca.

体重管理GLP-1受体激动剂药物类药物-药物相互作用研究的优化设计:关闭潜在的数据缺口。
由于在使用杜拉鲁肽和替西帕肽的研究中观察到在给定剂量水平的第四次剂量后胃排空效果正常化,因此使用西拉鲁肽的这些阴性DDI结果并不意外。根据目前的知识,SC semaglutide的最大剂量(即2.4 mg)的第一次剂量后DDI的大小是未知的。考虑到大量主流媒体报道强调服用GLP-1 RAs时意外怀孕的轶事,这一数据差距尤其令人担忧。这种胃排空介导的DDI可能并不一定是意外怀孕的根源,因为众所周知,体重减轻时激素失衡的恢复可以提高生育能力,而这些轶事报道似乎并没有与FDA FAERS数据库中意外怀孕的急剧增加相证实然而,我们建议可以在未来的发展规划中避免这种数据差距,并通过在避孕DDI研究中实施这些考虑因素来进一步加强标签建议。评估胃排空介导的体重控制发育疗法效果的临床药理学研究应仔细设计,以表征整个剂量范围内DDI的潜在效应。在同时使用体重管理治疗之前,可以获得口服避孕药和口服扑热息痛的单剂量基线暴露(交错基线以避免与这些治疗混淆相互作用)。由于体重管理治疗通常需要几个上升滴定步骤才能达到“最大调节”,使用单剂量口服避孕药/对乙酰氨基酚来评估胃排空介导的DDI可以在整个上升滴定期间确定。鉴于这些底物的半衰期较短,对下一次评估的转移和影响的风险被认为很低/没有。通过利用这些设计元素,可以监测胃排空介导的DDI,包括在长时间内单次给药和多次给药后的快速反应。虽然与标准设计相比,DDI研究的持续时间更长,设计更复杂,但这些建议的设计元素利用对这种相互作用敏感的两种不同口服探针底物的使用,并结合持续时间来实现最大剂量和“最大调制”。总之,这篇评论强调了在使用这类药物设计DDI研究时需要考虑的关键因素。首先,表征最大潜在DDI效应是很重要的,并且符合监管指南,其中包括表征沉淀剂初始剂量或滴定剂量首次剂量后的DDI,如果可能的话,在最大剂量时的DDI。我们认识到,在最大剂量下进行这些研究的挑战可能是不可行的,因为风险/收益概况的特征正在进行中,因此,最大剂量可能是未知的。然而,由于已知的胃肠道不良反应,如恶心和呕吐,这类药物通常需要滴定,这为在整个滴定期间表征多个剂量水平提供了独特的机会。其次,重要的是表征DDI效应的开始和持续时间,因为DDI与胃排空的这类和模式(即肽)的机制可能在多次服用相同剂量后减少到不相关。最终,这些DDI研究考虑的应用将允许在大剂量范围内对潜在的DDI进行强有力的表征,随着时间的推移,这将为口服避孕药标签内的剂量建议提供信息,并通过外推,为其他口服给药药物提供建议。Elijah Weber, Ashit Trivedi和April M. Barbour都是阿斯利康的员工,并拥有阿斯利康的股票。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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