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用于优化心脏修复多种蛋白质递送的析因实验设计

Factorial Design of Experiments to Optimize Multiple Protein Delivery for Cardiac Repair.

作者信息

Awada Hassan K, Johnson Louis A, Hitchens T Kevin, Foley Lesley M, Wang Yadong

机构信息

SnapDat Inc., 733 West Foster Avenue, State College, Pennsylvania 16801, United States.

出版信息

ACS Biomater Sci Eng. 2016 May 9;2(5):879-886. doi: 10.1021/acsbiomaterials.6b00146. Epub 2016 Apr 29.

DOI:10.1021/acsbiomaterials.6b00146
PMID:33440484
Abstract

Myocardial infarction (MI) is a major cardiovascular disease responsible for millions of deaths annually. Protein therapies can potentially repair and regenerate the infarcted myocardium. However, because of the short half-lives of proteins in vivo, their low retention at the target tissue, and the lack of spatiotemporal cues upon injection, the efficacy of protein therapy can be limited. This efficacy can be improved by utilizing controlled release systems to overcome shortcomings associated with a direct bolus injection. Equally important is the determination of an optimal combination of different proteins having distinct roles in cardiac function and repairs to prevent or reverse the multiple pathologies that develop after infarction. In this work, we used a rat MI model to test a combination of potentially complementary proteins: tissue inhibitor of metalloproteinases 3 (TIMP-3), interleukin-10 (IL-10), basic fibroblast growth factor (FGF-2), and stromal cell-derived factor 1 alpha (SDF-1α). To achieve controlled and timed release of the proteins per their physiologic cues during proper tissue repair, we used a fibrin gel-coacervate composite. TIMP-3 and IL-10 were encapsulated in fibrin gel to offer early release, while FGF-2 and SDF-1α were encapsulated in heparin-based coacervates and distributed in the same fibrin gel to offer sustained release. We utilized a powerful statistical tool, factorial design of experiments (DOE), to refine this protein combination based on its improvement of ejection fraction 4 weeks after MI. We found that TIMP-3, FGF-2, and SDF-1α demonstrated significant contributions toward improving the ejection fraction, while the IL-10's effect was insignificant. The results also suggested that the higher doses tested for TIMP-3, FGF-2, and SDF-1α had greater benefit on function than lower doses and that there existed slight antagonism between TIMP-3 and FGF-2. Taken together, we conclude that factorial DOE can guide the evolution of multiple protein therapies in a small number of runs, saving time, money, and resources for finding the optimal dose and composition.

摘要

心肌梗死(MI)是一种主要的心血管疾病,每年导致数百万人死亡。蛋白质疗法有可能修复和再生梗死心肌。然而,由于蛋白质在体内的半衰期短、在靶组织中的保留率低以及注射时缺乏时空线索,蛋白质疗法的疗效可能受到限制。通过使用控释系统来克服与直接推注相关的缺点,可以提高这种疗效。同样重要的是确定在心脏功能和修复中具有不同作用的不同蛋白质的最佳组合,以预防或逆转梗死后发生的多种病理状况。在这项工作中,我们使用大鼠心肌梗死模型来测试一组可能具有互补作用的蛋白质:金属蛋白酶组织抑制剂3(TIMP-3)、白细胞介素-10(IL-10)、碱性成纤维细胞生长因子(FGF-2)和基质细胞衍生因子1α(SDF-1α)。为了在适当的组织修复过程中根据其生理线索实现蛋白质的可控和定时释放,我们使用了纤维蛋白凝胶-凝聚层复合材料。TIMP-3和IL-10包裹在纤维蛋白凝胶中以实现早期释放,而FGF-2和SDF-1α包裹在基于肝素的凝聚层中并分布在同一纤维蛋白凝胶中以实现持续释放。我们使用了一种强大的统计工具——实验因子设计(DOE),根据其对心肌梗死后4周射血分数的改善来优化这种蛋白质组合。我们发现TIMP-3、FGF-2和SDF-1α对改善射血分数有显著贡献,而IL-10的作用不显著。结果还表明,对TIMP-3、FGF-2和SDF-1α测试的较高剂量比较低剂量对功能有更大益处,并且TIMP-3和FGF-2之间存在轻微拮抗作用。综上所述,我们得出结论,因子DOE可以在少量实验中指导多种蛋白质疗法的优化,节省寻找最佳剂量和组成的时间、金钱和资源。

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