TY - JOUR
T1 - Fourier ptychographic microscopy for filtration-based circulating tumor cell enumeration and analysis
AU - Williams, Anthony
AU - Chung, Jaebum
AU - Ou, Xiaoze
AU - Zheng, Guoan
AU - Rawal, Siddarth
AU - Ao, Zheng
AU - Datar, Ram
AU - Yang, Changhuei
AU - Cote, Richard
N1 - Funding Information:
The authors would like to thank all volunteers for graciously donating blood samples for the purpose of these studies. Funding for this work was provided through a Department of Defense grant award W81XWH-09-1-0050 (Principal Investigators: C. Yang and R. Cote), and the Sylvester Comprehensive Cancer Center at the University of Miami—Miller School of Medicine. Funding for A. Williams was provided through a fellowship award from the UNCF-Merck Science Initiative.
PY - 2014/6
Y1 - 2014/6
N2 - 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 (R2 = 0.99932). 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.
AB - 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 (R2 = 0.99932). 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.
KW - Fourier ptychographic microscopy
KW - circulating tumor cells
KW - metastasis
KW - microfilter device
UR - http://www.scopus.com/inward/record.url?scp=84906750661&partnerID=8YFLogxK
U2 - 10.1117/1.JBO.19.6.066007
DO - 10.1117/1.JBO.19.6.066007
M3 - Article
C2 - 24949708
AN - SCOPUS:84906750661
SN - 1083-3668
VL - 19
JO - Journal of biomedical optics
JF - Journal of biomedical optics
IS - 6
M1 - 066007
ER -