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Micro-mechanical blood clot testing using smartphones

Frequent prothrombin time (PT) and international normalized ratio (INR) testing is critical for millions of people on lifelong anticoagulation with warfarin. Currently, testing is performed in hospital laboratories or with expensive point-of-care devices limiting the ability to test frequently and a...

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Autores principales: Chan, Justin, Michaelsen, Kelly, Estergreen, Joanne K., Sabath, Daniel E., Gollakota, Shyamnath
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837659/
https://www.ncbi.nlm.nih.gov/pubmed/35149711
http://dx.doi.org/10.1038/s41467-022-28499-y
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author Chan, Justin
Michaelsen, Kelly
Estergreen, Joanne K.
Sabath, Daniel E.
Gollakota, Shyamnath
author_facet Chan, Justin
Michaelsen, Kelly
Estergreen, Joanne K.
Sabath, Daniel E.
Gollakota, Shyamnath
author_sort Chan, Justin
collection PubMed
description Frequent prothrombin time (PT) and international normalized ratio (INR) testing is critical for millions of people on lifelong anticoagulation with warfarin. Currently, testing is performed in hospital laboratories or with expensive point-of-care devices limiting the ability to test frequently and affordably. We report a proof-of-concept PT/INR testing system that uses the vibration motor and camera on smartphones to track micro-mechanical movements of a copper particle. The smartphone system computed the PT/INR with inter-class correlation coefficients of 0.963 and 0.966, compared to a clinical-grade coagulation analyzer for 140 plasma samples and demonstrated similar results for 80 whole blood samples using a single drop of blood (10 μl). When tested with 79 blood samples with coagulopathic conditions, the smartphone system demonstrated a correlation of 0.974 for both PT/INR. Given the ubiquity of smartphones in the global setting, this proof-of-concept technology may provide affordable and effective PT and INR testing in low-resource environments.
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spelling pubmed-88376592022-03-04 Micro-mechanical blood clot testing using smartphones Chan, Justin Michaelsen, Kelly Estergreen, Joanne K. Sabath, Daniel E. Gollakota, Shyamnath Nat Commun Article Frequent prothrombin time (PT) and international normalized ratio (INR) testing is critical for millions of people on lifelong anticoagulation with warfarin. Currently, testing is performed in hospital laboratories or with expensive point-of-care devices limiting the ability to test frequently and affordably. We report a proof-of-concept PT/INR testing system that uses the vibration motor and camera on smartphones to track micro-mechanical movements of a copper particle. The smartphone system computed the PT/INR with inter-class correlation coefficients of 0.963 and 0.966, compared to a clinical-grade coagulation analyzer for 140 plasma samples and demonstrated similar results for 80 whole blood samples using a single drop of blood (10 μl). When tested with 79 blood samples with coagulopathic conditions, the smartphone system demonstrated a correlation of 0.974 for both PT/INR. Given the ubiquity of smartphones in the global setting, this proof-of-concept technology may provide affordable and effective PT and INR testing in low-resource environments. Nature Publishing Group UK 2022-02-11 /pmc/articles/PMC8837659/ /pubmed/35149711 http://dx.doi.org/10.1038/s41467-022-28499-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chan, Justin
Michaelsen, Kelly
Estergreen, Joanne K.
Sabath, Daniel E.
Gollakota, Shyamnath
Micro-mechanical blood clot testing using smartphones
title Micro-mechanical blood clot testing using smartphones
title_full Micro-mechanical blood clot testing using smartphones
title_fullStr Micro-mechanical blood clot testing using smartphones
title_full_unstemmed Micro-mechanical blood clot testing using smartphones
title_short Micro-mechanical blood clot testing using smartphones
title_sort micro-mechanical blood clot testing using smartphones
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837659/
https://www.ncbi.nlm.nih.gov/pubmed/35149711
http://dx.doi.org/10.1038/s41467-022-28499-y
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