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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2014
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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 |
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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 |
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