AUTHOR=Recktenwald Steffen M. , Lopes Marcelle G. M. , Peter Stephana , Hof Sebastian , Simionato Greta , Peikert Kevin , Hermann Andreas , Danek Adrian , van Bentum Kai , Eichler Hermann , Wagner Christian , Quint Stephan , Kaestner Lars TITLE=Erysense, a Lab-on-a-Chip-Based Point-of-Care Device to Evaluate Red Blood Cell Flow Properties With Multiple Clinical Applications JOURNAL=Frontiers in Physiology VOLUME=13 YEAR=2022 URL=https://www.frontiersin.org/journals/physiology/articles/10.3389/fphys.2022.884690 DOI=10.3389/fphys.2022.884690 ISSN=1664-042X ABSTRACT=
In many medical disciplines, red blood cells are discovered to be biomarkers since they “experience” various conditions in basically all organs of the body. Classical examples are diabetes and hypercholesterolemia. However, recently the red blood cell distribution width (RDW), is often referred to, as an unspecific parameter/marker (e.g., for cardiac events or in oncological studies). The measurement of RDW requires venous blood samples to perform the complete blood cell count (CBC). Here, we introduce Erysense, a lab-on-a-chip-based point-of-care device, to evaluate red blood cell flow properties. The capillary chip technology in combination with algorithms based on artificial neural networks allows the detection of very subtle changes in the red blood cell morphology. This flow-based method closely resembles