Cargando…

Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features

Optimally preserved urinary exfoliated renal proximal tubule cells were assessed by multispectral imaging of cell autofluorescence. We demonstrated different multispectral autofluorescence signals in such cells extracted from the urine of patients with healthy or diseased kidneys. Using up to 10 fea...

Descripción completa

Detalles Bibliográficos
Autores principales: Mahbub, Saabah B., Nguyen, Long T., Habibalahi, Abbas, Campbell, Jared M., Anwer, Ayad G., Qadri, Uzair M., Gill, Anthony, Chou, Angela, Wong, Muh Geot, Gosnell, Martin E., Pollock, Carol A., Saad, Sonia, Goldys, Ewa M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138006/
https://www.ncbi.nlm.nih.gov/pubmed/34017033
http://dx.doi.org/10.1038/s41598-021-89758-4
_version_ 1783695721469313024
author Mahbub, Saabah B.
Nguyen, Long T.
Habibalahi, Abbas
Campbell, Jared M.
Anwer, Ayad G.
Qadri, Uzair M.
Gill, Anthony
Chou, Angela
Wong, Muh Geot
Gosnell, Martin E.
Pollock, Carol A.
Saad, Sonia
Goldys, Ewa M.
author_facet Mahbub, Saabah B.
Nguyen, Long T.
Habibalahi, Abbas
Campbell, Jared M.
Anwer, Ayad G.
Qadri, Uzair M.
Gill, Anthony
Chou, Angela
Wong, Muh Geot
Gosnell, Martin E.
Pollock, Carol A.
Saad, Sonia
Goldys, Ewa M.
author_sort Mahbub, Saabah B.
collection PubMed
description Optimally preserved urinary exfoliated renal proximal tubule cells were assessed by multispectral imaging of cell autofluorescence. We demonstrated different multispectral autofluorescence signals in such cells extracted from the urine of patients with healthy or diseased kidneys. Using up to 10 features, we were able to differentiate cells from individuals with heathy kidneys and impaired renal function (indicated by estimated glomerular filtration rate (eGFR) values) with the receiver operating characteristic area under the curve (AUC) of 0.99. Using the same method, we were also able to discriminate such urine cells from patients with and without renal fibrosis on biopsy, where significant differences in multispectral autofluorescence signals (AUC = 0.90) were demonstrated between healthy and diseased patients (p < 0.05). These findings show that multispectral assessment of the cell autofluorescence in urine exfoliated proximal tubule kidney cells has the potential to be developed as a sensitive, non-invasive diagnostic method for CKD.
format Online
Article
Text
id pubmed-8138006
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-81380062021-05-25 Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features Mahbub, Saabah B. Nguyen, Long T. Habibalahi, Abbas Campbell, Jared M. Anwer, Ayad G. Qadri, Uzair M. Gill, Anthony Chou, Angela Wong, Muh Geot Gosnell, Martin E. Pollock, Carol A. Saad, Sonia Goldys, Ewa M. Sci Rep Article Optimally preserved urinary exfoliated renal proximal tubule cells were assessed by multispectral imaging of cell autofluorescence. We demonstrated different multispectral autofluorescence signals in such cells extracted from the urine of patients with healthy or diseased kidneys. Using up to 10 features, we were able to differentiate cells from individuals with heathy kidneys and impaired renal function (indicated by estimated glomerular filtration rate (eGFR) values) with the receiver operating characteristic area under the curve (AUC) of 0.99. Using the same method, we were also able to discriminate such urine cells from patients with and without renal fibrosis on biopsy, where significant differences in multispectral autofluorescence signals (AUC = 0.90) were demonstrated between healthy and diseased patients (p < 0.05). These findings show that multispectral assessment of the cell autofluorescence in urine exfoliated proximal tubule kidney cells has the potential to be developed as a sensitive, non-invasive diagnostic method for CKD. Nature Publishing Group UK 2021-05-20 /pmc/articles/PMC8138006/ /pubmed/34017033 http://dx.doi.org/10.1038/s41598-021-89758-4 Text en © The Author(s) 2021, corrected publication 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mahbub, Saabah B.
Nguyen, Long T.
Habibalahi, Abbas
Campbell, Jared M.
Anwer, Ayad G.
Qadri, Uzair M.
Gill, Anthony
Chou, Angela
Wong, Muh Geot
Gosnell, Martin E.
Pollock, Carol A.
Saad, Sonia
Goldys, Ewa M.
Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title_full Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title_fullStr Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title_full_unstemmed Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title_short Non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
title_sort non-invasive assessment of exfoliated kidney cells extracted from urine using multispectral autofluorescence features
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138006/
https://www.ncbi.nlm.nih.gov/pubmed/34017033
http://dx.doi.org/10.1038/s41598-021-89758-4
work_keys_str_mv AT mahbubsaabahb noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT nguyenlongt noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT habibalahiabbas noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT campbelljaredm noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT anwerayadg noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT qadriuzairm noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT gillanthony noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT chouangela noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT wongmuhgeot noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT gosnellmartine noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT pollockcarola noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT saadsonia noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures
AT goldysewam noninvasiveassessmentofexfoliatedkidneycellsextractedfromurineusingmultispectralautofluorescencefeatures