Cargando…

Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis

Circulating tumor cells (CTCs) are recognized as a candidate biomarker with strong prognostic and predictive potential in metastatic disease. Filtration-based enrichment technologies have been used for CTC characterization, and our group has previously developed a membrane microfilter device that de...

Descripción completa

Detalles Bibliográficos
Autores principales: Williams, Anthony, Chung, Jaebum, Ou, Xiaoze, Zheng, Guoan, Rawal, Siddarth, Ao, Zheng, Datar, Ram, Yang, Changhuei, Cote, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4572097/
https://www.ncbi.nlm.nih.gov/pubmed/24949708
http://dx.doi.org/10.1117/1.JBO.19.6.066007
_version_ 1782390390941286400
author Williams, Anthony
Chung, Jaebum
Ou, Xiaoze
Zheng, Guoan
Rawal, Siddarth
Ao, Zheng
Datar, Ram
Yang, Changhuei
Cote, Richard
author_facet Williams, Anthony
Chung, Jaebum
Ou, Xiaoze
Zheng, Guoan
Rawal, Siddarth
Ao, Zheng
Datar, Ram
Yang, Changhuei
Cote, Richard
author_sort Williams, Anthony
collection PubMed
description Circulating tumor cells (CTCs) are recognized as a candidate biomarker with strong prognostic and predictive potential in metastatic disease. Filtration-based enrichment technologies have been used for CTC characterization, and our group has previously developed a membrane microfilter device that demonstrates efficacy in model systems and clinical blood samples. However, uneven filtration surfaces make the use of standard microscopic techniques a difficult task, limiting the performance of automated imaging using commercially available technologies. Here, we report the use of Fourier ptychographic microscopy (FPM) to tackle this challenge. Employing this method, we were able to obtain high-resolution color images, including amplitude and phase, of the microfilter samples over large areas. FPM’s ability to perform digital refocusing on complex images is particularly useful in this setting as, in contrast to other imaging platforms, we can focus samples on multiple focal planes within the same frame despite surface unevenness. In model systems, FPM demonstrates high image quality, efficiency, and consistency in detection of tumor cells when comparing corresponding microfilter samples to standard microscopy with high correlation ([Formula: see text]). Based on these results, we believe that FPM will have important implications for improved, high throughput, filtration-based CTC analysis, and, more generally, image analysis of uneven surfaces.
format Online
Article
Text
id pubmed-4572097
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Society of Photo-Optical Instrumentation Engineers
record_format MEDLINE/PubMed
spelling pubmed-45720972015-09-22 Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis Williams, Anthony Chung, Jaebum Ou, Xiaoze Zheng, Guoan Rawal, Siddarth Ao, Zheng Datar, Ram Yang, Changhuei Cote, Richard J Biomed Opt Research Papers: Imaging Circulating tumor cells (CTCs) are recognized as a candidate biomarker with strong prognostic and predictive potential in metastatic disease. Filtration-based enrichment technologies have been used for CTC characterization, and our group has previously developed a membrane microfilter device that demonstrates efficacy in model systems and clinical blood samples. However, uneven filtration surfaces make the use of standard microscopic techniques a difficult task, limiting the performance of automated imaging using commercially available technologies. Here, we report the use of Fourier ptychographic microscopy (FPM) to tackle this challenge. Employing this method, we were able to obtain high-resolution color images, including amplitude and phase, of the microfilter samples over large areas. FPM’s ability to perform digital refocusing on complex images is particularly useful in this setting as, in contrast to other imaging platforms, we can focus samples on multiple focal planes within the same frame despite surface unevenness. In model systems, FPM demonstrates high image quality, efficiency, and consistency in detection of tumor cells when comparing corresponding microfilter samples to standard microscopy with high correlation ([Formula: see text]). Based on these results, we believe that FPM will have important implications for improved, high throughput, filtration-based CTC analysis, and, more generally, image analysis of uneven surfaces. Society of Photo-Optical Instrumentation Engineers 2014-06-20 2014-06 /pmc/articles/PMC4572097/ /pubmed/24949708 http://dx.doi.org/10.1117/1.JBO.19.6.066007 Text en © The Authors. https://creativecommons.org/licenses/by/3.0/ Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Research Papers: Imaging
Williams, Anthony
Chung, Jaebum
Ou, Xiaoze
Zheng, Guoan
Rawal, Siddarth
Ao, Zheng
Datar, Ram
Yang, Changhuei
Cote, Richard
Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title_full Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title_fullStr Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title_full_unstemmed Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title_short Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
title_sort fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
topic Research Papers: Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4572097/
https://www.ncbi.nlm.nih.gov/pubmed/24949708
http://dx.doi.org/10.1117/1.JBO.19.6.066007
work_keys_str_mv AT williamsanthony fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT chungjaebum fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT ouxiaoze fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT zhengguoan fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT rawalsiddarth fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT aozheng fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT datarram fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT yangchanghuei fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis
AT coterichard fourierptychographicmicroscopyforfiltrationbasedcirculatingtumorcellenumerationandanalysis