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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10055965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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