Nardini Matteo, Ciasca Gabriele, Lauria Alessandra, Rossi Cristina, Di Giacinto Flavio, Romanò Sabrina, Di Santo Riccardo, Papi Massimiliano, Palmieri Valentina, Perini Giordano, Basile Umberto, Alcaro Francesca D, Di Stasio Enrico, Bizzarro Alessandra, Masullo Carlo, De Spirito Marco
Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy.
Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
Front Aging Neurosci. 2022 Sep 20;14:932354. doi: 10.3389/fnagi.2022.932354. eCollection 2022.
Red blood cells (RBCs) are characterized by a remarkable elasticity, which allows them to undergo very large deformation when passing through small vessels and capillaries. This extreme deformability is altered in various clinical conditions, suggesting that the analysis of red blood cell (RBC) mechanics has potential applications in the search for non-invasive and cost-effective blood biomarkers. Here, we provide a comparative study of the mechanical response of RBCs in patients with Alzheimer's disease (AD) and healthy subjects. For this purpose, RBC viscoelastic response was investigated using atomic force microscopy (AFM) in the force spectroscopy mode. Two types of analyses were performed: (i) a conventional analysis of AFM force-distance (FD) curves, which allowed us to retrieve the apparent Young's modulus, E; and (ii) a more in-depth analysis of time-dependent relaxation curves in the framework of the standard linear solid (SLS) model, which allowed us to estimate cell viscosity and elasticity, independently. Our data demonstrate that, while conventional analysis of AFM FD curves fails in distinguishing the two groups, the mechanical parameters obtained with the SLS model show a very good classification ability. The diagnostic performance of mechanical parameters was assessed using receiving operator characteristic (ROC) curves, showing very large areas under the curves (AUC) for selected biomarkers (AUC > 0.9). Taken all together, the data presented here demonstrate that RBC mechanics are significantly altered in AD, also highlighting the key role played by viscous forces. These RBC abnormalities in AD, which include both a modified elasticity and viscosity, could be considered a potential source of plasmatic biomarkers in the field of liquid biopsy to be used in combination with more established indicators of the pathology.
红细胞(RBCs)的特点是具有显著的弹性,这使得它们在通过小血管和毛细血管时能够发生非常大的变形。这种极端的可变形性在各种临床情况下会发生改变,这表明红细胞(RBC)力学分析在寻找非侵入性且经济高效的血液生物标志物方面具有潜在应用价值。在此,我们对阿尔茨海默病(AD)患者和健康受试者的红细胞力学响应进行了比较研究。为此,我们使用原子力显微镜(AFM)的力谱模式研究了红细胞的粘弹性响应。进行了两种类型的分析:(i)对AFM力-距离(FD)曲线的常规分析,这使我们能够获取表观杨氏模量E;(ii)在标准线性固体(SLS)模型框架内对时间依赖性弛豫曲线进行更深入的分析,这使我们能够独立估计细胞粘度和弹性。我们的数据表明,虽然对AFM FD曲线的常规分析无法区分这两组,但用SLS模型获得的力学参数显示出非常好的分类能力。使用接受者操作特征(ROC)曲线评估力学参数的诊断性能,所选生物标志物的曲线下面积(AUC)非常大(AUC>0.9)。综上所述,此处呈现的数据表明AD患者的红细胞力学发生了显著改变,同时也突出了粘性力所起的关键作用。AD患者中这些红细胞异常,包括弹性和粘度的改变,可被视为液体活检领域血浆生物标志物的潜在来源,可与该病理学中更成熟的指标联合使用。