GUSignal: An Informatics Tool to Analyze Glucuronidase Gene Expression in Arabidopsis Thaliana Roots

被引:2
作者
Herrera-Romero, Bryan [1 ]
Almeida-Galarraga, Diego [1 ]
Salum, Graciela M. [1 ]
Villalba-Meneses, Fernando [1 ]
Gudino-Gomezjurado, Marco Esteban [1 ]
机构
[1] Univ Invest Tecnol Expt Yachay, Escuela Ciencias Biol & Ingn, Urcuqui 100115, Ecuador
关键词
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.
引用
收藏
页码:1073 / 1080
页数:8
相关论文
共 50 条
  • [1] Transient expression of the β-glucuronidase gene in tissues of Arabidopsis thaliana by bombardment-mediated transformation
    Seki, M
    Lida, A
    Morikawa, H
    MOLECULAR BIOTECHNOLOGY, 1999, 11 (03) : 251 - 255
  • [2] Induction of β-Glucuronidase Gene Fusions in Arabidopsis thaliana by Erwinia chrysanthemi
    Reddy, Eswara N. P.
    Basha, Shaik Thahir
    RESEARCH JOURNAL OF BIOTECHNOLOGY, 2013, 8 (03): : 21 - 25
  • [3] Stochastic gene expression in Arabidopsis thaliana
    Araujo, Ilka Schultheiss
    Pietsch, Jessica Magdalena
    Keizer, Emma Mathilde
    Greese, Bettina
    Balkunde, Rachappa
    Fleck, Christian
    Huelskamp, Martin
    NATURE COMMUNICATIONS, 2017, 8
  • [4] Beta-carbonic anhydrase gene expression levels change depending on the drought severity in both the leaves and roots of Arabidopsis thaliana
    Cevik, Sertan
    Kurt, Oguzhan
    Deger, Aysin Guzel
    Kocacinar, Ferit
    Binzet, Riza
    TURKISH JOURNAL OF BOTANY, 2023, 47 (06) : 541 - 555
  • [5] Widespread inter-individual gene expression variability in Arabidopsis thaliana
    Cortijo, Sandra
    Aydin, Zeynep
    Ahnert, Sebastian
    Locke, James C. W.
    MOLECULAR SYSTEMS BIOLOGY, 2019, 15 (01)
  • [6] Hairy roots, callus, and mature plants of Arabidopsis thaliana exhibit distinct glucosinolate and gene expression profiles
    Kastell, Anja
    Smetanska, Iryna
    Schreiner, Monika
    Mewis, Inga
    PLANT CELL TISSUE AND ORGAN CULTURE, 2013, 115 (01) : 45 - 54
  • [7] Effects of gene expression on molecular evolution in Arabidopsis thaliana and Arabidopsis lyrata
    Wright, SI
    Yau, CBK
    Looseley, M
    Meyers, BC
    MOLECULAR BIOLOGY AND EVOLUTION, 2004, 21 (09) : 1719 - 1726
  • [8] Brassinosteroids control AtEXPA5 gene expression in Arabidopsis thaliana
    Park, Chan Ho
    Kim, Tae-Wuk
    Son, Seung-Hyun
    Hwang, Jung-Yun
    Lee, Sang Cheul
    Chang, Soo Chul
    Kim, Soo-Hwan
    Kim, Si Wouk
    Kim, Seong-Ki
    PHYTOCHEMISTRY, 2010, 71 (04) : 380 - 387
  • [9] Transient gene expression and influence of promoters on foreign gene expression in Arabidopsis thaliana
    Gandhi R.
    Maheshwari S.C.
    Khurana P.
    In Vitro Cellular & Developmental Biology - Plant, 1999, 35 (3) : 232 - 237
  • [10] Transient gene expression and influence of promoters on foreign gene expression in Arabidopsis thaliana
    Gandhi, R
    Maheshwari, SC
    Khurana, P
    IN VITRO CELLULAR & DEVELOPMENTAL BIOLOGY-PLANT, 1999, 35 (03) : 232 - 237