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Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study

Vasoplegia observed post cardiopulmonary bypass (CPB) is associated with substantial morbidity, multiple organ failure and mortality. Circulating counts of hematopoietic stem cells (HSCs) and endothelial progenitor cells (EPC) are potential markers of neo-vascularization and vascular repair. However...

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Autores principales: Nandi, Sanhita, Potunuru, Uma Rani, Kumari, Chandrani, Nathan, Abel Arul, Gopal, Jayashree, Menon, Gautam I., Siddharthan, Rahul, Dixit, Madhulika, Thangaraj, Paul Ramesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676651/
https://www.ncbi.nlm.nih.gov/pubmed/33211740
http://dx.doi.org/10.1371/journal.pone.0242375
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author Nandi, Sanhita
Potunuru, Uma Rani
Kumari, Chandrani
Nathan, Abel Arul
Gopal, Jayashree
Menon, Gautam I.
Siddharthan, Rahul
Dixit, Madhulika
Thangaraj, Paul Ramesh
author_facet Nandi, Sanhita
Potunuru, Uma Rani
Kumari, Chandrani
Nathan, Abel Arul
Gopal, Jayashree
Menon, Gautam I.
Siddharthan, Rahul
Dixit, Madhulika
Thangaraj, Paul Ramesh
author_sort Nandi, Sanhita
collection PubMed
description Vasoplegia observed post cardiopulmonary bypass (CPB) is associated with substantial morbidity, multiple organ failure and mortality. Circulating counts of hematopoietic stem cells (HSCs) and endothelial progenitor cells (EPC) are potential markers of neo-vascularization and vascular repair. However, the significance of changes in the circulating levels of these progenitors in perioperative CPB, and their association with post-CPB vasoplegia, are currently unexplored. We enumerated HSC and EPC counts, via flow cytometry, at different time-points during CPB in 19 individuals who underwent elective cardiac surgery. These 19 individuals were categorized into two groups based on severity of post-operative vasoplegia, a clinically insignificant vasoplegic Group 1 (G1) and a clinically significant vasoplegic Group 2 (G2). Differential changes in progenitor cell counts during different stages of surgery were compared across these two groups. Machine-learning classifiers (logistic regression and gradient boosting) were employed to determine if differential changes in progenitor counts could aid the classification of individuals into these groups. Enumerating progenitor cells revealed an early and significant increase in the circulating counts of CD34(+) and CD34(+)CD133(+) hematopoietic stem cells (HSC) in G1 individuals, while these counts were attenuated in G2 individuals. Additionally, EPCs (CD34(+)VEGFR2(+)) were lower in G2 individuals compared to G1. Gradient boosting outperformed logistic regression in assessing the vasoplegia grouping based on the fold change in circulating CD 34(+) levels. Our findings indicate that a lack of early response of CD34(+) cells and CD34(+)CD133(+) HSCs might serve as an early marker for development of clinically significant vasoplegia after CPB.
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spelling pubmed-76766512020-12-02 Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study Nandi, Sanhita Potunuru, Uma Rani Kumari, Chandrani Nathan, Abel Arul Gopal, Jayashree Menon, Gautam I. Siddharthan, Rahul Dixit, Madhulika Thangaraj, Paul Ramesh PLoS One Research Article Vasoplegia observed post cardiopulmonary bypass (CPB) is associated with substantial morbidity, multiple organ failure and mortality. Circulating counts of hematopoietic stem cells (HSCs) and endothelial progenitor cells (EPC) are potential markers of neo-vascularization and vascular repair. However, the significance of changes in the circulating levels of these progenitors in perioperative CPB, and their association with post-CPB vasoplegia, are currently unexplored. We enumerated HSC and EPC counts, via flow cytometry, at different time-points during CPB in 19 individuals who underwent elective cardiac surgery. These 19 individuals were categorized into two groups based on severity of post-operative vasoplegia, a clinically insignificant vasoplegic Group 1 (G1) and a clinically significant vasoplegic Group 2 (G2). Differential changes in progenitor cell counts during different stages of surgery were compared across these two groups. Machine-learning classifiers (logistic regression and gradient boosting) were employed to determine if differential changes in progenitor counts could aid the classification of individuals into these groups. Enumerating progenitor cells revealed an early and significant increase in the circulating counts of CD34(+) and CD34(+)CD133(+) hematopoietic stem cells (HSC) in G1 individuals, while these counts were attenuated in G2 individuals. Additionally, EPCs (CD34(+)VEGFR2(+)) were lower in G2 individuals compared to G1. Gradient boosting outperformed logistic regression in assessing the vasoplegia grouping based on the fold change in circulating CD 34(+) levels. Our findings indicate that a lack of early response of CD34(+) cells and CD34(+)CD133(+) HSCs might serve as an early marker for development of clinically significant vasoplegia after CPB. Public Library of Science 2020-11-19 /pmc/articles/PMC7676651/ /pubmed/33211740 http://dx.doi.org/10.1371/journal.pone.0242375 Text en © 2020 Nandi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Nandi, Sanhita
Potunuru, Uma Rani
Kumari, Chandrani
Nathan, Abel Arul
Gopal, Jayashree
Menon, Gautam I.
Siddharthan, Rahul
Dixit, Madhulika
Thangaraj, Paul Ramesh
Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title_full Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title_fullStr Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title_full_unstemmed Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title_short Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
title_sort altered kinetics of circulating progenitor cells in cardiopulmonary bypass (cpb) associated vasoplegic patients: a pilot study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676651/
https://www.ncbi.nlm.nih.gov/pubmed/33211740
http://dx.doi.org/10.1371/journal.pone.0242375
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