TY - JOUR
T1 - Size distribution analysis with on-chip multi-imaging cell sorter for unlabeled identification of circulating tumor cells in blood
AU - Odaka, Masao
AU - Kim, Hyonchol
AU - Nakamura, Yoshiyasu
AU - Hattori, Akihiro
AU - Matsuura, Kenji
AU - Iwamura, Moe
AU - Miyagi, Yohei
AU - Yasuda, Kenji
N1 - Funding Information:
We gratefully thank Susumu Kawada, Hiromi Mikami, DevinaWongso and Yanyan Hou for technical assistance.This research was funded by Japan Society for the Promotion of Science KAKENHI Grant Nos. JP17H02757, and JP17K18180, Japan Science and Technology Agency CREST program, the Ministry of Education, Culture, Sports, Science and Technology, Private University Research Branding Project, and theWaseda University Grant for Special Research Projects (2016S-093, 2017B-205, 2017K-239, 2018B-186, and 2018K-265) and Kanagawa Academy of Science and Technology grant
Publisher Copyright:
© 2019 by the authors.
PY - 2019
Y1 - 2019
N2 - We report a change of the imaging biomarker distribution of circulating tumor cell (CTC) clusters in blood over time using an on-chip multi-imaging flow cytometry system, which can obtain morphometric parameters of cells and those clusters, such as cell number, perimeter, total cross-sectional area, aspect ratio, number of nuclei, and size of nuclei, as "imaging biomarkers". Both bright-field (BF) and fluorescent (FL) images were acquired at 200 frames per second and analyzed within the intervals for real-time cell sorting. A green fluorescent protein-transfected prostate cancer cell line (MAT-LyLu-GFP) was implanted into Copenhagen rats, and the blood samples of these rats were collected 2 to 11 days later and measured using the system. The results showed that cells having BF area of 90 μm2 or larger increased in number seven days after the cancer cell implantation, which was specifically detected as a shift of the cell size distribution for blood samples of implanted rats, in comparison with that for control blood. All cells with BF area of 150 μm2 or larger were arranged in cell clusters composed of at least two cells, as confirmed by FL nucleus number and area measurements, and they constituted more than 1% of all white blood cells. These results indicate that the mapping of cell size distribution is useful for identifying an increase of irregular cells such as cell clusters in blood, and show that CTC clusters become more abundant in blood over time after malignant tumor formation. The results also reveal that a blood sample of only 50 μL is sufficient to acquire a stable size distribution map of all blood cells to predict the presence of CTC clusters.
AB - We report a change of the imaging biomarker distribution of circulating tumor cell (CTC) clusters in blood over time using an on-chip multi-imaging flow cytometry system, which can obtain morphometric parameters of cells and those clusters, such as cell number, perimeter, total cross-sectional area, aspect ratio, number of nuclei, and size of nuclei, as "imaging biomarkers". Both bright-field (BF) and fluorescent (FL) images were acquired at 200 frames per second and analyzed within the intervals for real-time cell sorting. A green fluorescent protein-transfected prostate cancer cell line (MAT-LyLu-GFP) was implanted into Copenhagen rats, and the blood samples of these rats were collected 2 to 11 days later and measured using the system. The results showed that cells having BF area of 90 μm2 or larger increased in number seven days after the cancer cell implantation, which was specifically detected as a shift of the cell size distribution for blood samples of implanted rats, in comparison with that for control blood. All cells with BF area of 150 μm2 or larger were arranged in cell clusters composed of at least two cells, as confirmed by FL nucleus number and area measurements, and they constituted more than 1% of all white blood cells. These results indicate that the mapping of cell size distribution is useful for identifying an increase of irregular cells such as cell clusters in blood, and show that CTC clusters become more abundant in blood over time after malignant tumor formation. The results also reveal that a blood sample of only 50 μL is sufficient to acquire a stable size distribution map of all blood cells to predict the presence of CTC clusters.
KW - Cell cluster
KW - Circulating tumor cell (CTC)
KW - Imaging biomarker
KW - Multi-imaging cell sorter
KW - Size distribution analysis
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U2 - 10.3390/mi10020154
DO - 10.3390/mi10020154
M3 - Article
AN - SCOPUS:85063582322
SN - 2072-666X
VL - 10
JO - Micromachines
JF - Micromachines
IS - 2
M1 - 154
ER -