Arabidopsis thaliana;
digitalization and image capture;
image processing and computer vision;
image processing software;
BETA-GLUCURONIDASE;
IMAGE-ANALYSIS;
GROWTH;
GUS;
D O I:
10.1109/TCBB.2022.3190427
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
The uidA gene codifies for a glucuronidase (GUS) enzyme which has been used as a biotechnological tool during the last years. When uidA gene is fused to a gene's promotor region, it is possible to evaluate the activity of this one in response to a stimulus. Arabidopsis thaliana has served as the biological platform to elucidate molecular and regulatory signaling responses in plants. Transgenic lines of A. thaliana, tagged with the uidA gene, have allowed explaining how plants modify their hormonal pathways depending on the environmental conditions. Although the information extracted from microscopic images of these transgenic plants is often qualitative and in many publications is not subjected to quantification, in this paper we report the development of an informatics tool focused on computer vision for processing and analysis of digital images in order to analyze the expression of the GUS signal in A. thaliana roots, which is strongly correlated with the intensity of the grayscale images. This means that the presence of the GUS-induced color indicates where the gene has been actively expressed, such as our statistical analysis has demonstrated after treatment of A. thaliana DR5::GUS with naphtalen-acetic acid (0.0001 mM and 1 mM). GUSignal is a free informatics tool that aims to be fast and systematic during the image analysis since it executes specific and ordered instructions, to offer a segmented analysis by areas or regions of interest, providing quantitative results of the image intensity levels.
机构:
Seoul Natl Univ, Coll Med, SNUBI, Seoul, South KoreaSeoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
Lee, Soo Youn
Park, Chan Hee
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机构:
Seoul Natl Univ, Coll Med, SNUBI, Seoul, South KoreaSeoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
Park, Chan Hee
Yoon, Jun Hee
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机构:
Seoul Natl Univ, Coll Med, SNUBI, Seoul, South KoreaSeoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
Yoon, Jun Hee
Yun, Sunmin
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h-index: 0
机构:
Seoul Natl Univ, Coll Med, SNUBI, Seoul, South KoreaSeoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
Yun, Sunmin
Kim, Ju Han
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h-index: 0
机构:
Seoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
Seoul Natl Univ, Coll Med, SBI NCRC, Seoul, South KoreaSeoul Natl Univ, Coll Med, SNUBI, Seoul, South Korea
机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
LI HuaSheng
LU JinYing
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h-index: 0
机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
LU JinYing
ZHAO Hui
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h-index: 0
机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
ZHAO Hui
SUN Qiao
论文数: 0引用数: 0
h-index: 0
机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
SUN Qiao
YU FuTong
论文数: 0引用数: 0
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机构:
Department of Plant Nutrition, China Agricultural UniversitySpace Molecular Biological Laboratory, China Academy of Space Technology
YU FuTong
PAN Yi
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机构:
Institute of Genetics and Developmental Biology, Chinese Academy of SciencesSpace Molecular Biological Laboratory, China Academy of Space Technology
PAN Yi
CHEN Yu
论文数: 0引用数: 0
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机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
CHEN Yu
SU Liang
论文数: 0引用数: 0
h-index: 0
机构:
Space Molecular Biological Laboratory, China Academy of Space TechnologySpace Molecular Biological Laboratory, China Academy of Space Technology
SU Liang
LIU Min
论文数: 0引用数: 0
h-index: 0
机构:
Space Molecular Biological Laboratory, China Academy of Space Technology
Institute of Genetics and Developmental Biology, Chinese Academy of SciencesSpace Molecular Biological Laboratory, China Academy of Space Technology