Ivers Jesse D, Puvvada Nagavenkatasai, Quick Charles M, Rajaram Narasimhan
University of Arkansas, Department of Biomedical Engineering, Fayetteville, Arkansas, United States.
University of Arkansas for Medical Sciences, Department of Pathology, Little Rock, Arkansas, United States.
Biophotonics Discov. 2024 Apr;1(1). doi: 10.1117/1.bios.1.1.015003. Epub 2024 May 28.
Radiation resistance is a major contributor to cancer treatment failure and is likely driven by multiple pathways. Multivariate visualization that preserves the spatial co-localization of factors could aid in understanding mechanisms of resistance and identifying biomarkers of response.
We aim to investigate the spatial and temporal relationship between hypoxia, hypoxia-inducible factor 1 (HIF-1), and metabolism in response to radiation therapy in two cell lines of known radiation resistance and sensitivity.
Two-photon excited fluorescence and fluorescence lifetime imaging microscopy were used to quantify the optical redox ratio (ORR) and NAD(P)H fluorescent lifetime and bound fraction in frozen tumor sections and co-registered with immunohistochemical stain-based imaging of hypoxic fraction and HIF-1.
Histogram analysis of hypoxia, HIF-1, and ORR revealed an increase in the ORR in regions of low hypoxia and high HIF-1, indicating that the stabilization of HIF-1 is likely due to an increase in reactive oxygen species following radiation therapy. In addition, the bound NAD(P)H fraction was higher in regions with a low ORR in resistant tumors following radiation, suggesting an increase in fatty acid synthesis.
A multivariate histogram approach can reveal hidden trends not observed in bulk analysis of tumor images and may be useful in understanding biomarkers and mechanisms of radiation resistance.
辐射抗性是导致癌症治疗失败的主要因素,可能由多种途径驱动。保留因素空间共定位的多变量可视化有助于理解抗性机制并识别反应生物标志物。
我们旨在研究已知辐射抗性和敏感性的两种细胞系在接受放射治疗时缺氧、缺氧诱导因子1(HIF-1)与代谢之间的时空关系。
使用双光子激发荧光和荧光寿命成像显微镜对冷冻肿瘤切片中的光学氧化还原比(ORR)、NAD(P)H荧光寿命和结合分数进行量化,并与基于免疫组织化学染色的缺氧分数和HIF-1成像进行配准。
对缺氧、HIF-1和ORR的直方图分析显示,在低缺氧和高HIF-1区域中ORR增加,表明HIF-1的稳定可能是由于放射治疗后活性氧的增加。此外,放射后抗性肿瘤中ORR低的区域中结合的NAD(P)H分数更高,表明脂肪酸合成增加。
多变量直方图方法可以揭示肿瘤图像整体分析中未观察到的隐藏趋势,可能有助于理解辐射抗性的生物标志物和机制。