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Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm

In this paper, a structured illumination microscopy (SIM) image reconstruction algorithm combined with notch function (N-SIM) is proposed. This method suppresses the defocus signal in the imaging process by processing the low-frequency signal of the image. The existing super-resolution image reconst...

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Autores principales: Hu, Kai, Hu, Xuejuan, He, Ting, Liu, Jingxin, Liu, Shiqian, Zhang, Jiaming, Tan, Yadan, Yang, Xiaokun, Wang, Hengliang, Liang, Yifei, Ye, Jianze
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055965/
https://www.ncbi.nlm.nih.gov/pubmed/36985049
http://dx.doi.org/10.3390/mi14030642
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author Hu, Kai
Hu, Xuejuan
He, Ting
Liu, Jingxin
Liu, Shiqian
Zhang, Jiaming
Tan, Yadan
Yang, Xiaokun
Wang, Hengliang
Liang, Yifei
Ye, Jianze
author_facet Hu, Kai
Hu, Xuejuan
He, Ting
Liu, Jingxin
Liu, Shiqian
Zhang, Jiaming
Tan, Yadan
Yang, Xiaokun
Wang, Hengliang
Liang, Yifei
Ye, Jianze
author_sort Hu, Kai
collection PubMed
description In this paper, a structured illumination microscopy (SIM) image reconstruction algorithm combined with notch function (N-SIM) is proposed. This method suppresses the defocus signal in the imaging process by processing the low-frequency signal of the image. The existing super-resolution image reconstruction algorithm produces streak artifacts caused by defocus signal. The experimental results show that the algorithm proposed in our study can well suppress the streak artifacts caused by defocused signals during the imaging process without losing the effective information of the image. The image reconstruction algorithm is used to analyze the mouse hepatocytes, and the image processing tool developed by MATLAB is applied to identify, detect and count the reconstructed images of mitochondria and lipid droplets, respectively. It is found that the mitochondrial activity in oxidative stress induced growth inhibitor 1 (OSGIN1) overexpressed mouse hepatocytes is higher than that in normal cells, and the interaction with lipid droplets is more obvious. This paper provides a reliable subcellular observation platform, which is very meaningful for biomedical work.
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spelling pubmed-100559652023-03-30 Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm Hu, Kai Hu, Xuejuan He, Ting Liu, Jingxin Liu, Shiqian Zhang, Jiaming Tan, Yadan Yang, Xiaokun Wang, Hengliang Liang, Yifei Ye, Jianze Micromachines (Basel) Article In this paper, a structured illumination microscopy (SIM) image reconstruction algorithm combined with notch function (N-SIM) is proposed. This method suppresses the defocus signal in the imaging process by processing the low-frequency signal of the image. The existing super-resolution image reconstruction algorithm produces streak artifacts caused by defocus signal. The experimental results show that the algorithm proposed in our study can well suppress the streak artifacts caused by defocused signals during the imaging process without losing the effective information of the image. The image reconstruction algorithm is used to analyze the mouse hepatocytes, and the image processing tool developed by MATLAB is applied to identify, detect and count the reconstructed images of mitochondria and lipid droplets, respectively. It is found that the mitochondrial activity in oxidative stress induced growth inhibitor 1 (OSGIN1) overexpressed mouse hepatocytes is higher than that in normal cells, and the interaction with lipid droplets is more obvious. This paper provides a reliable subcellular observation platform, which is very meaningful for biomedical work. MDPI 2023-03-12 /pmc/articles/PMC10055965/ /pubmed/36985049 http://dx.doi.org/10.3390/mi14030642 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hu, Kai
Hu, Xuejuan
He, Ting
Liu, Jingxin
Liu, Shiqian
Zhang, Jiaming
Tan, Yadan
Yang, Xiaokun
Wang, Hengliang
Liang, Yifei
Ye, Jianze
Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title_full Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title_fullStr Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title_full_unstemmed Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title_short Structured Illumination Microscopy of Mitochondrial in Mouse Hepatocytes with an Improved Image Reconstruction Algorithm
title_sort structured illumination microscopy of mitochondrial in mouse hepatocytes with an improved image reconstruction algorithm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055965/
https://www.ncbi.nlm.nih.gov/pubmed/36985049
http://dx.doi.org/10.3390/mi14030642
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