{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T16:28:55Z","timestamp":1772209735458,"version":"3.50.1"},"reference-count":39,"publisher":"Public Library of Science (PLoS)","issue":"11","license":[{"start":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T00:00:00Z","timestamp":1605744000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001843","name":"Science and Engineering Research Board","doi-asserted-by":"publisher","award":["File No. PDF\/2017\/002087"],"award-info":[{"award-number":["File No. PDF\/2017\/002087"]}],"id":[{"id":"10.13039\/501100001843","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004541","name":"Ministry of Human Resource Development","doi-asserted-by":"publisher","award":["35-1816\/2016-T.S.-1"],"award-info":[{"award-number":["35-1816\/2016-T.S.-1"]}],"id":[{"id":"10.13039\/501100004541","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IRDA Indian Institute of Technology Madras","award":["IRA\/14-15\/003\/RESF\/MADH"],"award-info":[{"award-number":["IRA\/14-15\/003\/RESF\/MADH"]}]},{"name":"Exploratory Research project Indian Institute of Technology Madras","award":["BIO\/18-19\/873\/RFER\/MADH"],"award-info":[{"award-number":["BIO\/18-19\/873\/RFER\/MADH"]}]},{"DOI":"10.13039\/501100001502","name":"Department of Atomic Energy, Government of India","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001502","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001502","name":"Department of Atomic Energy, Government of India","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001502","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>\n                    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\n                    <jats:sup>+<\/jats:sup>\n                    and CD34\n                    <jats:sup>+<\/jats:sup>\n                    CD133\n                    <jats:sup>+<\/jats:sup>\n                    hematopoietic stem cells (HSC) in G1 individuals, while these counts were attenuated in G2 individuals. Additionally, EPCs (CD34\n                    <jats:sup>+<\/jats:sup>\n                    VEGFR2\n                    <jats:sup>+<\/jats:sup>\n                    ) 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\n                    <jats:sup>+<\/jats:sup>\n                    levels. Our findings indicate that a lack of early response of CD34\n                    <jats:sup>+<\/jats:sup>\n                    cells and CD34\n                    <jats:sup>+<\/jats:sup>\n                    CD133\n                    <jats:sup>+<\/jats:sup>\n                    HSCs might serve as an early marker for development of clinically significant vasoplegia after CPB.\n                  <\/jats:p>","DOI":"10.1371\/journal.pone.0242375","type":"journal-article","created":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T13:51:15Z","timestamp":1605793875000},"page":"e0242375","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study"],"prefix":"10.1371","volume":"15","author":[{"given":"Sanhita","family":"Nandi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8331-0017","authenticated-orcid":true,"given":"Uma Rani","family":"Potunuru","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chandrani","family":"Kumari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7203-6104","authenticated-orcid":true,"given":"Abel Arul","family":"Nathan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8951-4726","authenticated-orcid":true,"given":"Jayashree","family":"Gopal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5528-4002","authenticated-orcid":true,"given":"Gautam I.","family":"Menon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2233-0954","authenticated-orcid":true,"given":"Rahul","family":"Siddharthan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1898-0479","authenticated-orcid":true,"given":"Madhulika","family":"Dixit","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2407-0807","authenticated-orcid":true,"given":"Paul Ramesh","family":"Thangaraj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2020,11,19]]},"reference":[{"key":"pone.0242375.ref001","doi-asserted-by":"crossref","first-page":"1664","DOI":"10.1161\/CIRCULATIONAHA.108.814533","article-title":"Early on-cardiopulmonary bypass 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