U-Medico Inc., 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
U-Medico Inc., 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
J Pharm Sci. 2023 Dec;112(12):3248-3255. doi: 10.1016/j.xphs.2023.10.007. Epub 2023 Oct 7.
Flow imaging microscopy (FIM) is widely used to characterize biopharmaceutical subvisible particles (SVPs). The segmentation threshold, which defines the boundary between the particle and the background based on pixel intensity, should be properly set for accurate SVP quantification. However, segmentation thresholds are often subjectively and empirically set, potentially leading to variations in measurements across instruments and operators. In the present study, we developed an objective method to optimize the FIM segmentation threshold using poly(methyl methacrylate) (PMMA) beads with a refractive index similar to that of biomolecules. Among several candidate particles that were evaluated, 2.5-µm PMMA beads were the most reliable in size and number, suggesting that the PMMA bead size analyzed by FIM could objectively be used to determine the segmentation threshold for SVP measurements. The PMMA bead concentrations measured by FIM were highly consistent with the indicative concentrations, whereas the PMMA bead size analyzed by FIM decreased with increasing segmentation threshold. The optimal segmentation threshold where the analyzed size was closest to the indicative size differed between an instrument with a black-and-white camera and that with a color camera. Inter-instrument differences in SVP concentrations in acid-stressed recombinant adeno-associated virus (AAV) and protein aggregates were successfully minimized by setting an optimized segmentation threshold specific to the instrument. These results reveal that PMMA beads can aid in determining a more appropriate segmentation threshold to evaluate biopharmaceutical SVPs using FIM.
流场成像显微镜(Flow imaging microscopy,FIM)广泛用于表征生物制药亚可见颗粒(Subvisible particles,SVPs)。分割阈值是根据像素强度定义颗粒与背景之间边界的参数,应正确设置以实现准确的 SVP 定量。然而,分割阈值通常是主观和经验性设置的,这可能导致不同仪器和操作人员之间的测量结果存在差异。在本研究中,我们使用与生物分子折射率相似的聚甲基丙烯酸甲酯(Poly(methyl methacrylate),PMMA)珠开发了一种优化 FIM 分割阈值的客观方法。在所评估的几种候选颗粒中,2.5-µm PMMA 珠在尺寸和数量上最为可靠,表明 FIM 分析的 PMMA 珠尺寸可客观用于确定 SVP 测量的分割阈值。FIM 测量的 PMMA 珠浓度与指示浓度高度一致,而 FIM 分析的 PMMA 珠尺寸随分割阈值的增加而减小。分析尺寸与指示尺寸最接近的最佳分割阈值因黑白相机和彩色相机的仪器而异。通过为特定仪器设置优化的分割阈值,成功地最小化了酸处理的重组腺相关病毒(Adeno-associated virus,AAV)和蛋白质聚集体的 SVP 浓度在不同仪器之间的差异。这些结果表明,PMMA 珠可用于确定更合适的分割阈值,以使用 FIM 评估生物制药 SVP。