TY - JOUR
T1 - A new approach to analysis of intracellular proteins and subcellular localization using cellprofiler and imageJ in combination
AU - Hattori, Akito
AU - Ohta, Etsuro
AU - Nagai, Makiko
AU - Iwabuchi, Kazuya
AU - Okano, Hideyuki
N1 - Funding Information:
This work was supported by Regenerative Medicine (the Program for Intractable Disease Research Utilizing Disease-specific iPS Cells and the Acceleration Program for Intractable Diseases Research Utilizing Disease-specific iPS Cells) and Practical Research Project for Rare/Intractable Diseases (H.O.) (16ek0109013h0003, 16ek0109158h0002, 16bm0609003h0005, 17bm0804003h0001, 18bm0804003h0002, 19bm0804003h0003, 20bm0804003h0104, 20bm0804023h0001) from Japan Agency for Medical Research and development, AMED, by Grant-in-Aid for Scientific Research on Innovative Areas “Singularity Biology (No.8007)” (Grant Number 19H05428) of MEXT, by Grant-in-Aid for Scientific Research on Innovative Areas “Brain Protein Aging and Dementia Control” (Grant Number 17H05704) of MEXT, by Grant-in-Aid for Scientific Research (C) (Grant Number 20 K06914) of JSPS, by The Naito Foundation, by GSK Japan Research Grant 2015, by the Science Research Promotion Fund of The Promotion and Mutual Aid Corporation for Private Schools of Japan, by Kitasato University School of Allied Health Sciences (Grant-in-Aid for Research Project) and by Graduate School of Medical Sciences, Kitasato University (Grant-in-Aid for Research Project, 2016-2017).
Funding Information:
This work was supported by Regenerative Medicine (the Program for Intractable Disease Research Utilizing Disease-specific iPS Cells and the Acceleration Program for Intractable Diseases Research Utilizing Disease-specific iPS Cells) and Practical Research Project for Rare/Intractable Diseases (H.O.) (16ek0109013h0003, 16ek0109158h0002, 16bm0609003h0005, 17bm0804003h0001, 18bm0804003h0002, 19bm0804003h0003, 20bm0804003h0104, 20bm0804023h0001) from Japan Agency for Medical Research and development, AMED, by Grant-in-Aid for Scientific Research on Innovative Areas “Singularity Biology (No.8007)” (Grant Number 19H05428) of MEXT, by Grant-in-Aid for Scientific Research on Innovative Areas “Brain Protein Aging and Dementia Control” (Grant Number 17H05704) of MEXT, by Grant-in-Aid for Scientific Research (C) (Grant Number 20 K06914) of JSPS, by The Naito Foundation, by GSK Japan Research Grant 2015, by the Science Research Promotion Fund of The Promotion and Mutual Aid Corporation for Private Schools of Japan, by Kitasato University School of Allied Health Sciences (Grant-in-Aid for Research Project) and by Graduate School of Medical Sciences, Kitasato University (Grant-in-Aid for Research Project, 2016-2017).
Publisher Copyright:
© 2021 Elsevier Inc.
PY - 2022/7
Y1 - 2022/7
N2 - Analytical pipeline, which is used for various analysis application, of CellProfiler, an open-source software for cell imaging analysis, is very important. In the present study, to examine whether intracellular proteins can be discriminated using a combination of CellProfiler and ImageJ, we analyzed neuroblastoma and monocytic cell lines, and disease-specific induced pluripotent stem cell (iPSC)-derived neurons. This revealed that scattered puncta of Rab7 and transferrin in neuroblastoma lines were clearly detectable by created analytical pipelines in CellProfiler. We then constructed pipelines for measuring the distance from the center of the nucleus to allow investigation of the intracellular localization of Rab7 or transferrin. Using CellProfiler and ImageJ in combination, we confirmed that our pipelines were applicable both quantitatively and objectively to analysis of membrane trafficking of proteins such as Rab proteins and transferrin. In addition, when applied to quantitative measurement of phagocytosis, our pipelines clearly detected monocytic cell lines that had engulfed bioparticles. Finally, we developed new pipelines for analysis of disease phenotype using iPSCs from a patient with familial Parkinson's disease (PD), harboring the I2020T LRRK2 mutation (PARK8). These were able to successfully detect Rab5 puncta and Rab7 puncta in PARK8 patient iPSC-derived neurons. Interestingly, in long-term culture, we found that the numbers of Rab7 puncta in a single PARK8 patient iPSC-derived neurons were lower than that of control iPSC-derived neurons. On the other hands, at 14 days in vitro, the numbers of Rab5 puncta in PARK8 patient iPSC-derived neurons were lower than those of isogenic iPSC-derived neurons, but not Rab7 puncta. Furthermore, Rab5 puncta of PARK8 patient iPSC-derived neurons exhibited distinct localization pattern relative to isogenic iPSC-derived neurons. These present results suggest that this new analytical tool can be used as a supporting method for quantification of intracellular protein.
AB - Analytical pipeline, which is used for various analysis application, of CellProfiler, an open-source software for cell imaging analysis, is very important. In the present study, to examine whether intracellular proteins can be discriminated using a combination of CellProfiler and ImageJ, we analyzed neuroblastoma and monocytic cell lines, and disease-specific induced pluripotent stem cell (iPSC)-derived neurons. This revealed that scattered puncta of Rab7 and transferrin in neuroblastoma lines were clearly detectable by created analytical pipelines in CellProfiler. We then constructed pipelines for measuring the distance from the center of the nucleus to allow investigation of the intracellular localization of Rab7 or transferrin. Using CellProfiler and ImageJ in combination, we confirmed that our pipelines were applicable both quantitatively and objectively to analysis of membrane trafficking of proteins such as Rab proteins and transferrin. In addition, when applied to quantitative measurement of phagocytosis, our pipelines clearly detected monocytic cell lines that had engulfed bioparticles. Finally, we developed new pipelines for analysis of disease phenotype using iPSCs from a patient with familial Parkinson's disease (PD), harboring the I2020T LRRK2 mutation (PARK8). These were able to successfully detect Rab5 puncta and Rab7 puncta in PARK8 patient iPSC-derived neurons. Interestingly, in long-term culture, we found that the numbers of Rab7 puncta in a single PARK8 patient iPSC-derived neurons were lower than that of control iPSC-derived neurons. On the other hands, at 14 days in vitro, the numbers of Rab5 puncta in PARK8 patient iPSC-derived neurons were lower than those of isogenic iPSC-derived neurons, but not Rab7 puncta. Furthermore, Rab5 puncta of PARK8 patient iPSC-derived neurons exhibited distinct localization pattern relative to isogenic iPSC-derived neurons. These present results suggest that this new analytical tool can be used as a supporting method for quantification of intracellular protein.
KW - Human induced pluripotent stem cell
KW - Intracellular localization
KW - Membrane-trafficking
KW - Open-source image analysis software
KW - Parkinson disease
KW - Phagocytosis
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UR - http://www.scopus.com/inward/citedby.url?scp=85105361201&partnerID=8YFLogxK
U2 - 10.1016/j.ymeth.2021.04.019
DO - 10.1016/j.ymeth.2021.04.019
M3 - Article
C2 - 33915291
AN - SCOPUS:85105361201
SN - 1046-2023
VL - 203
SP - 233
EP - 241
JO - Methods
JF - Methods
ER -