3D Holo-tomographic Mapping of COVID-19 Microclots in Blood to Assess Disease Severity

Talia Bergaglio, Olena Synhaivska and Peter Niraj Nirmalraj*, 
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引用次数: 0

Abstract

The coronavirus disease 2019 (COVID-19) has impacted health globally. Cumulative evidence points to long-term effects of COVID-19 such as cardiovascular and cognitive disorders, diagnosed in patients even after the recovery period. In particular, micrometer-sized blood clots and hyperactivated platelets have been identified as potential indicators of long COVID. Here, we resolve microclot structures in the plasma of patients with different subphenotypes of COVID-19 in a label-free manner, using 3D digital holo-tomographic microscopy (DHTM). Based on 3D refractive index (RI) tomograms, the size, dry mass, and prevalence of microclot composites were quantified and then parametrically differentiated from fibrin-rich microclots and platelet aggregates in the plasma of COVID-19 patients. Importantly, fewer microclots and platelet aggregates were detected in the plasma of healthy controls compared to COVID-19 patients. Our imaging and analysis workflow is built around a commercially available DHT microscope capable of operation in clinical settings with a 2 h time period from sample preparation and data acquisition to results.

Abstract Image

绘制血液中 COVID-19 微血栓的三维全息图像以评估疾病严重程度
冠状病毒疾病 2019(COVID-19)对全球健康造成了影响。累积的证据表明,COVID-19 会造成长期影响,如心血管和认知障碍,甚至在患者康复后仍可确诊。特别是,微米大小的血凝块和高活性血小板已被确定为 COVID 长期影响的潜在指标。在这里,我们利用三维数字全图显微镜(DHTM),以无标记的方式解析了 COVID-19 不同亚型患者血浆中的微血凝块结构。根据三维折射率(RI)断层图,对COVID-19患者血浆中的微凝块复合体的大小、干质量和流行率进行了量化,然后从参数上将其与富含纤维蛋白的微凝块和血小板聚集体区分开来。重要的是,与 COVID-19 患者相比,健康对照组血浆中检测到的微凝块和血小板聚集物更少。我们的成像和分析工作流程是围绕市场上可买到的 DHT 显微镜建立的,该显微镜可在临床环境中运行,从样品制备、数据采集到得出结果只需 2 小时。
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来源期刊
Chemical & Biomedical Imaging
Chemical & Biomedical Imaging 化学与生物成像-
CiteScore
1.00
自引率
0.00%
发文量
0
期刊介绍: Chemical & Biomedical Imaging is a peer-reviewed open access journal devoted to the publication of cutting-edge research papers on all aspects of chemical and biomedical imaging. This interdisciplinary field sits at the intersection of chemistry physics biology materials engineering and medicine. The journal aims to bring together researchers from across these disciplines to address cutting-edge challenges of fundamental research and applications.Topics of particular interest include but are not limited to:Imaging of processes and reactionsImaging of nanoscale microscale and mesoscale materialsImaging of biological interactions and interfacesSingle-molecule and cellular imagingWhole-organ and whole-body imagingMolecular imaging probes and contrast agentsBioluminescence chemiluminescence and electrochemiluminescence imagingNanophotonics and imagingChemical tools for new imaging modalitiesChemical and imaging techniques in diagnosis and therapyImaging-guided drug deliveryAI and machine learning assisted imaging
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