Department of Oncology, Lombardi Comprehensive Cancer Center, Department of Biochemistry, Washington, DC; Molecular and Cellular Biology, Georgetown University Medical Center, Washington, DC.
Department of Oncology, Lombardi Comprehensive Cancer Center, Department of Biochemistry, Washington, DC.
Int J Radiat Oncol Biol Phys. 2022 Oct 1;114(2):310-320. doi: 10.1016/j.ijrobp.2022.05.046. Epub 2022 Jun 5.
The availability of validated biomarkers to assess radiation exposure and to assist in developing medical countermeasures remains an unmet need.
We used a cobalt-60 γ-irradiated nonhuman primate (NHP) model to delineate a multiomics-based serum probability index of radiation exposure. Both male and female NHPs were irradiated with different doses ranging from 6.0 to 8.5 Gy, with 0.5 Gy increments between doses. We leveraged high-resolution mass spectrometry for analysis of metabolites, lipids, and proteins at 1, 2, and 6 days postirradiation in NHP serum.
A logistic regression model was implemented to develop a 4-analyte panel to stratify irradiated NHPs from unirradiated with high accuracy that was agnostic for all doses of γ-rays tested in the study, up to 6 days after exposure. This panel was comprised of Serpin family A9, acetylcarnitine, glycerophosphocholine (16:0/22:6), and suberylglycine, which showed 2- to 4-fold elevation in serum abundance upon irradiation in NHPs and can potentially be translated as a molecular diagnostic for human use after larger validation studies.
Taken together, this study, for the first time, demonstrates the utility of a combinatorial molecular characterization approach using an NHP model for developing minimally invasive assays from small volumes of blood that can be effectively used for radiation exposure assessments.
目前仍需要开发经过验证的生物标志物来评估辐射暴露并协助开发医疗对策。
我们使用钴-60γ辐照的非人类灵长类动物(NHP)模型来描绘基于多组学的血清辐射暴露概率指数。雄性和雌性 NHP 接受不同剂量的辐照,剂量范围从 6.0 到 8.5 Gy,剂量之间递增 0.5 Gy。我们利用高分辨率质谱分析辐照后 1、2 和 6 天 NHP 血清中的代谢物、脂质和蛋白质。
实施逻辑回归模型以开发 4 种分析物的组合来准确分层辐照的 NHP 和未辐照的 NHP,该模型与研究中测试的所有 γ射线剂量无关,在暴露后 6 天内均可使用。该组合由 Serpin 家族 A9、乙酰肉碱、甘油磷酸胆碱(16:0/22:6)和亚氨二乙酸组成,在 NHP 中照射后血清丰度增加 2 到 4 倍,并且在经过更大规模的验证研究后,可能被转化为人类使用的分子诊断方法。
总之,这项研究首次证明了使用 NHP 模型进行组合分子特征分析的方法在开发从少量血液中进行微创检测方面的有效性,可有效用于辐射暴露评估。