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代谢组学分析和药物相互作用特征分析揭示核黄素是乳腺癌耐药蛋白特异性内源性生物标志物,可预测体内转运体活性。

Metabolomic Profiling and Drug Interaction Characterization Reveal Riboflavin As a Breast Cancer Resistance Protein-Specific Endogenous Biomarker That Demonstrates Prediction of Transporter Activity In Vivo.

机构信息

Departments of Drug Metabolism and Pharmacokinetics (Y.Z., E.P., R.M.F., M.S., H.S.), Bioanalytical Research (P.A.S., B.M.W.), Translational Development (D.M.N.), Nonclinical Disposition and Bioanalysis (L.W., R.H., J.C., Q.R., L.J.C., Y.X.), and Discovery Pharmaceutics (X.-Q.C.), Bristol Myers Squibb Research and Development, Princeton, New Jersey.

Departments of Drug Metabolism and Pharmacokinetics (Y.Z., E.P., R.M.F., M.S., H.S.), Bioanalytical Research (P.A.S., B.M.W.), Translational Development (D.M.N.), Nonclinical Disposition and Bioanalysis (L.W., R.H., J.C., Q.R., L.J.C., Y.X.), and Discovery Pharmaceutics (X.-Q.C.), Bristol Myers Squibb Research and Development, Princeton, New Jersey

出版信息

Drug Metab Dispos. 2023 Jul;51(7):851-861. doi: 10.1124/dmd.123.001284. Epub 2023 Apr 13.

Abstract

Advancement of endogenous biomarkers for drug transporters as a tool for assessing drug-drug interactions (DDIs) depends on initial identification of biomarker candidates and relies heavily on biomarker validation and its response to reference inhibitors in vivo. To identify endogenous biomarkers of breast cancer resistance protein (BCRP), we applied metabolomic approaches to profile plasma from Bcrp, multidrug resistance protein (Mdr)1a/1b, and Bcrp/Mdr1a/1b mice. Approximately 130 metabolites were significantly altered in Bcrp and P-glycoprotein (P-gp) knockout mice, indicating numerous metabolite-transporter interactions. We focused on BCRP-specific substrates and identified riboflavin, which was significantly elevated in the plasma of Bcrp single- and Bcrp/P-gp double- but not P-gp single-knockout mice. Dual BCRP/P-gp inhibitor elacridar caused a dose-dependent increase of the area under the plasma concentration-time curve () of riboflavin in mice (1.51- and 1.93-fold increases by 30 and 150 mg/kg elacridar, respectively). In three cynomolgus monkeys, we observed approximately 1.7-fold increases in the riboflavin concentrations caused by ML753286 (10 mg/kg), which correlated well with the increase of sulfasalazine, a known BCRP probe in monkeys. However, the BCRP inhibitor had no effect on isobutyryl carnitine, arginine, or 2-arachidonoyl glycerol levels. Additionally, clinical studies on healthy volunteers indicated low intrasubject and intermeal variability of plasma riboflavin concentrations. In vitro experiments using membrane vesicles demonstrated riboflavin as a select substrate of monkey and human BCRP over P-gp. Collectively, this proof-of-principle study indicates that riboflavin is a suitable endogenous probe for BCRP activity in mice and monkeys and that future investigation of riboflavin as a blood-based biomarker of human BCRP is warranted. SIGNIFICANCE STATEMENT: Our results identified riboflavin as an endogenous biomarker candidate of BCRP. Its selectivity, sensitivity, and predictivity regarding BCRP inhibition have been explored. The findings of this study highlight riboflavin as an informative BCRP plasma biomarker in animal models. The utility of this biomarker requires further validation by evaluating the effects of BCRP inhibitors of different potencies on riboflavin plasma concentrations in humans. Ultimately, riboflavin may shed light on the risk assessment of BCRP DDIs in early clinical trials.

摘要

内源性药物转运体生物标志物作为评估药物相互作用(DDI)的工具的发展取决于生物标志物候选物的初步鉴定,并严重依赖于生物标志物的验证及其对体内参比抑制剂的反应。为了鉴定乳腺癌耐药蛋白(BCRP)的内源性生物标志物,我们应用代谢组学方法对 Bcrp、多药耐药蛋白(Mdr)1a/1b 和 Bcrp/Mdr1a/1b 小鼠的血浆进行了分析。约有 130 种代谢物在 Bcrp 和 P-糖蛋白(P-gp)敲除小鼠中发生显著改变,表明存在大量代谢物-转运体相互作用。我们重点研究了 BCRP 特异性底物,并鉴定出核黄素,其在 Bcrp 单基因敲除和 Bcrp/P-gp 双基因敲除小鼠的血浆中显著升高,但在 P-gp 单基因敲除小鼠中没有升高。双重 BCRP/P-gp 抑制剂依利格鲁司他可使核黄素的血浆浓度-时间曲线下面积(AUC)在小鼠中呈剂量依赖性增加(依利格鲁司他 30 和 150mg/kg 时分别增加 1.51 和 1.93 倍)。在三只食蟹猴中,我们观察到 ML753286(10mg/kg)引起的核黄素浓度增加约 1.7 倍,这与猴中已知的 BCRP 探针柳氮磺胺吡啶的增加很好地相关。然而,BCRP 抑制剂对异丁酰肉碱、精氨酸或 2-花生四烯酸甘油水平没有影响。此外,健康志愿者的临床研究表明,血浆核黄素浓度的个体内和餐间变异性较低。使用膜囊泡进行的体外实验表明,核黄素是猴和人 BCRP 相对于 P-gp 的选择性底物。总的来说,这项原理验证研究表明,核黄素是小鼠和猴中 BCRP 活性的合适内源性探针,并且有必要进一步研究核黄素作为人 BCRP 的基于血液的生物标志物。意义声明:我们的结果确定核黄素为 BCRP 的候选内源性生物标志物。已经探讨了其对 BCRP 抑制的选择性、灵敏度和预测性。这项研究的结果突出了核黄素作为动物模型中有用的 BCRP 血浆生物标志物。该生物标志物的效用需要通过评估不同效力的 BCRP 抑制剂对人体核黄素血浆浓度的影响来进一步验证。最终,核黄素可能为早期临床试验中 BCRP DDI 的风险评估提供线索。

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