• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

一个基于生理药代动力学的最小化建模平台,用于预测抗LAG-3单克隆抗体的肿瘤内暴露和受体占有率。

A minimal physiologically-based pharmacokinetic modeling platform to predict intratumor exposure and receptor occupancy of an anti-LAG-3 monoclonal antibody.

作者信息

Michelet Robin, Petersson Klas, Huisman Marc C, Menke-van der Houven van Oordt C Willemien, Miedema Iris H C, Thiele Andrea, Montaseri Ghazal, Pérez-Pitarch Alejandro, Busse David

机构信息

qPharmetra LLC, Berlin, Germany.

qPharmetra LLC, Stockholm, Sweden.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2025 Mar;14(3):460-473. doi: 10.1002/psp4.13285. Epub 2024 Dec 9.

DOI:10.1002/psp4.13285
PMID:39654382
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11919264/
Abstract

In oncology drug development, measuring drug concentrations at the tumor site and at the targeted receptor remains an ongoing challenge. Positron emission tomography (PET)-imaging is a promising noninvasive method to quantify intratumor exposure of a radiolabeled drug (biodistribution data) and target saturation by treatment doses in vivo. Here, we present the development and application of a minimal physiologically-based pharmacokinetic (mPBPK) modeling approach to integrate biodistribution data in a quantitative platform to characterize and predict intratumor exposure and receptor occupancy (RO) of BI 754111, an IgG-based anti-lymphocyte-activation gene 3 (LAG-3) monoclonal antibody (mAb). Specifically, calibration and qualification of the predictions were performed using Zr-labeled BI 754111 biodistribution data, that is, PET-derived intratumor drug concentration data, tumor-to-plasma ratios, and data from Patlak analyses. The model predictions were refined iteratively by the inclusion of additional biological processes into the model structure and the use of sensitivity analyses to assess the impact of model assumptions and parameter uncertainty on the predictions and model robustness. The developed mPBPK model allowed an adequate description of observed tumor radioactivity concentrations and tumor-to-plasma ratios leading to subsequent adequate prediction of LAG-3 RO at different dose levels. In the future, the developed model could be used as a platform for the prediction and analysis of biodistribution data for other mAbs and may ultimately support dose optimization by identifying dosages resulting in saturated RO.

摘要

在肿瘤学药物研发中,测量肿瘤部位和靶向受体处的药物浓度仍然是一项持续存在的挑战。正电子发射断层扫描(PET)成像技术是一种很有前景的非侵入性方法,可用于在体内定量分析放射性标记药物的肿瘤内暴露情况(生物分布数据)以及治疗剂量下的靶点饱和度。在此,我们展示了一种基于最小生理药代动力学(mPBPK)建模方法的开发与应用,该方法将生物分布数据整合到一个定量平台中,以表征和预测基于IgG的抗淋巴细胞激活基因3(LAG-3)单克隆抗体(mAb)BI 754111的肿瘤内暴露和受体占有率(RO)。具体而言,利用锆标记的BI 754111生物分布数据(即PET衍生的肿瘤内药物浓度数据、肿瘤与血浆比值以及Patlak分析数据)对预测结果进行校准和验证。通过在模型结构中纳入额外的生物学过程,并利用敏感性分析评估模型假设和参数不确定性对预测结果及模型稳健性的影响,对模型预测结果进行迭代优化。所开发的mPBPK模型能够充分描述观察到的肿瘤放射性浓度和肿瘤与血浆比值,从而对不同剂量水平下的LAG-3受体占有率进行充分预测。未来,所开发的模型可作为一个平台,用于预测和分析其他单克隆抗体的生物分布数据,并最终通过确定导致受体占有率饱和的剂量来支持剂量优化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/b40b421d778d/PSP4-14-460-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/1eaaf1cff4ec/PSP4-14-460-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/69e6b06d67c5/PSP4-14-460-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/31851613fa2e/PSP4-14-460-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/86e211075800/PSP4-14-460-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/b40b421d778d/PSP4-14-460-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/1eaaf1cff4ec/PSP4-14-460-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/69e6b06d67c5/PSP4-14-460-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/31851613fa2e/PSP4-14-460-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/86e211075800/PSP4-14-460-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae3/11919264/b40b421d778d/PSP4-14-460-g005.jpg

相似文献

1
A minimal physiologically-based pharmacokinetic modeling platform to predict intratumor exposure and receptor occupancy of an anti-LAG-3 monoclonal antibody.一个基于生理药代动力学的最小化建模平台,用于预测抗LAG-3单克隆抗体的肿瘤内暴露和受体占有率。
CPT Pharmacometrics Syst Pharmacol. 2025 Mar;14(3):460-473. doi: 10.1002/psp4.13285. Epub 2024 Dec 9.
2
In Vitro and In Vivo Characterization of Zirconium-Labeled Lintuzumab Molecule.锆标记利妥昔单抗分子的体外与体内特性研究。
Molecules. 2022 Oct 5;27(19):6589. doi: 10.3390/molecules27196589.
3
Site-specifically labeled Zr-DFO-trastuzumab improves immuno-reactivity and tumor uptake for immuno-PET in a subcutaneous HER2-positive xenograft mouse model.Zr-DFO-trastuzumab 特异性标记物提高了免疫 PET 在皮下 HER2 阳性异种移植小鼠模型中的免疫反应性和肿瘤摄取。
Theranostics. 2019 Jun 9;9(15):4409-4420. doi: 10.7150/thno.32883. eCollection 2019.
4
Integrated PK/PD Modeling Relates Smoothened Inhibitor Biomarkers to The Heterogeneous Intratumor Disposition of Cetuximab in Pancreatic Cancer Tumor Models.整合 PK/PD 模型将 Smoothened 抑制剂生物标志物与西妥昔单抗在胰腺癌肿瘤模型中的异质性肿瘤内分布相关联。
J Pharm Sci. 2024 Jan;113(1):72-84. doi: 10.1016/j.xphs.2023.10.019. Epub 2023 Oct 14.
5
Cysteine-specific Zr-labeled anti-CD25 IgG allows immuno-PET imaging of interleukin-2 receptor-α on T cell lymphomas.半胱氨酸特异性 Zr 标记的抗 CD25 IgG 允许对 T 细胞淋巴瘤的白细胞介素-2 受体-α进行免疫 PET 成像。
Front Immunol. 2022 Dec 15;13:1017132. doi: 10.3389/fimmu.2022.1017132. eCollection 2022.
6
IL13Rα2-Targeting Antibodies for Immuno-PET in Solid Malignancies.用于实体恶性肿瘤免疫正电子发射断层显像的靶向白细胞介素13受体α2的抗体
J Nucl Med. 2025 Apr 1;66(4):605-611. doi: 10.2967/jnumed.124.268762.
7
Clinical validation of translational antibody PBPK model using tissue distribution data generated with Zr-immuno-PET imaging.采用 Zr 免疫 PET 成像技术生成的组织分布数据对转化抗体 PBPK 模型进行临床验证。
J Pharmacokinet Pharmacodyn. 2023 Oct;50(5):377-394. doi: 10.1007/s10928-023-09869-5. Epub 2023 Jun 29.
8
Interstitial IgG antibody pharmacokinetics assessed by combined in vivo- and physiologically-based pharmacokinetic modelling approaches.采用体内与基于生理的药代动力学模型相结合的方法评估间质 IgG 抗体的药代动力学。
J Physiol. 2017 Dec 15;595(24):7311-7330. doi: 10.1113/JP274819. Epub 2017 Oct 29.
9
Second-generation minimal physiologically-based pharmacokinetic model for monoclonal antibodies.第二代单克隆抗体最小生理基于药代动力学模型。
J Pharmacokinet Pharmacodyn. 2013 Oct;40(5):597-607. doi: 10.1007/s10928-013-9332-2. Epub 2013 Aug 31.
10
Evaluation of a novel monoclonal antibody against tumor-associated MUC1 for diagnosis and prognosis of breast cancer.一种新型针对肿瘤相关 MUC1 的单克隆抗体在乳腺癌诊断和预后中的评价。
Int J Med Sci. 2019 Aug 14;16(9):1188-1198. doi: 10.7150/ijms.35452. eCollection 2019.

本文引用的文献

1
Zr-immuno-PET using the anti-LAG-3 tracer [Zr]Zr-BI 754111: demonstrating target specific binding in NSCLC and HNSCC.使用抗 LAG-3 示踪剂 [Zr]Zr-BI 754111 的 Zr-免疫 PET:在 NSCLC 和 HNSCC 中显示靶向特异性结合。
Eur J Nucl Med Mol Imaging. 2023 Jun;50(7):2068-2080. doi: 10.1007/s00259-023-06164-w. Epub 2023 Mar 2.
2
Mechanisms of ADC Toxicity and Strategies to Increase ADC Tolerability.ADC毒性机制及提高ADC耐受性的策略。
Cancers (Basel). 2023 Jan 24;15(3):713. doi: 10.3390/cancers15030713.
3
Two-pore physiologically based pharmacokinetic model validation using whole-body biodistribution of trastuzumab and different-size fragments in mice.
使用曲妥珠单抗及其不同大小片段在小鼠体内的全身生物分布来验证双孔生理药代动力学模型。
J Pharmacokinet Pharmacodyn. 2021 Oct;48(5):743-762. doi: 10.1007/s10928-021-09772-x. Epub 2021 Jun 19.
4
LAG-3: from molecular functions to clinical applications.LAG-3:从分子功能到临床应用。
J Immunother Cancer. 2020 Sep;8(2). doi: 10.1136/jitc-2020-001014.
5
CD38-targeted Immuno-PET of Multiple Myeloma: From Xenograft Models to First-in-Human Imaging.CD38 靶向免疫 PET 多发性骨髓瘤:从异种移植模型到首例人体成像。
Radiology. 2020 Jun;295(3):606-615. doi: 10.1148/radiol.2020192621. Epub 2020 Apr 7.
6
First-in-Humans Imaging with Zr-Df-IAB22M2C Anti-CD8 Minibody in Patients with Solid Malignancies: Preliminary Pharmacokinetics, Biodistribution, and Lesion Targeting.人体首次应用 Zr-Df-IAB22M2C 抗 CD8 小抗体进行实体瘤患者的成像:初步药代动力学、生物分布和病变靶向。
J Nucl Med. 2020 Apr;61(4):512-519. doi: 10.2967/jnumed.119.229781. Epub 2019 Oct 4.
7
Two-pore physiologically based pharmacokinetic model with de novo derived parameters for predicting plasma PK of different size protein therapeutics.具有从头推导参数的双孔生理药代动力学模型,用于预测不同大小蛋白治疗药物的血浆药代动力学。
J Pharmacokinet Pharmacodyn. 2019 Jun;46(3):305-318. doi: 10.1007/s10928-019-09639-2. Epub 2019 Apr 26.
8
Measurement and Quantitative Characterization of Whole-Body Pharmacokinetics of Exogenously Administered T Cells in Mice.在小鼠中测量和定量描述外源性给予 T 细胞的全身药代动力学。
J Pharmacol Exp Ther. 2019 Mar;368(3):503-513. doi: 10.1124/jpet.118.252858. Epub 2019 Jan 8.
9
First in-human radiation dosimetry of the gastrin-releasing peptide (GRP) receptor antagonist Ga-NODAGA-MJ9.胃泌素释放肽(GRP)受体拮抗剂Ga-NODAGA-MJ9的首次人体辐射剂量测定。
EJNMMI Res. 2018 Dec 12;8(1):108. doi: 10.1186/s13550-018-0462-9.
10
A minimal physiologically based pharmacokinetic model to investigate FcRn-mediated monoclonal antibody salvage: Effects of K, K, endosome trafficking, and animal species.一个最小的基于生理学的药代动力学模型,用于研究 FcRn 介导的单克隆抗体回收:K 的影响、K、内体转运和动物物种。
MAbs. 2018 Nov-Dec;10(8):1322-1331. doi: 10.1080/19420862.2018.1506648. Epub 2018 Sep 11.