Clustering of End Stage Renal Disease Patients by Dimensionality Reduction Algorithms According to Lymphocyte Senescence Markers

Clustering of End Stage Renal Disease Patients by Dimensionality Reduction Algorithms According to Lymphocyte Senescence Markers

End stage renal disease (ESRD) engenders detrimental effects in the Immune system, manifested as quantitative alterations of lymphocyte subpopulations, akin, albeit not identical to those observed during the ageing process. We performed dimensionality reduction of an extended lymphocyte phenotype pa...

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Bibliographic Details
Main Authors: Georgios Lioulios, Asimina Fylaktou, Aliki Xochelli, Erasmia Sampani, Ioannis Tsouchnikas, Panagiotis Giamalis, Dimitra-Vasilia Daikidou, Vasiliki Nikolaidou, Aikaterini Papagianni, Ioannis Theodorou, Maria Stangou
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Immunology
Subjects:
dialysis
ESRD
hemodiafiltration
machine learning
immune senescence
immune exhaustion
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2022.841031/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2022.841031/full

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