abiotic stress;
Arabidopsis;
reverse engineering;
systems biology;
stress tolerance;
yield;
D O I:
10.3389/fpls.2012.00294
中图分类号:
Q94 [植物学];
学科分类号:
071001 ;
摘要:
Understanding the global abiotic stress response is an important stepping stone for the development of universal stress tolerance in plants in the era of climate change. Although co-occurrence of several stress factors (abiotic and biotic) in nature is found to be frequent, current attempts are poor to understand the complex physiological processes impacting plant growth under combinatory factors. In this review article, we discuss the recent advances of reverse engineering approaches that led to seminal discoveries of key candidate regulatory genes involved in cross-talk of abiotic stress responses and summarized the available tools of reverse engineering and its relevant application. Among the universally induced regulators involved in various abiotic stress responses, we highlight the importance of (i) abscisic acid (ABA) and jasmonic acid (JA) hormonal cross-talks and (ii) the central role of WRKY transcription factors (TF), potentially mediating both abiotic and biotic stress responses. Such interactome networks help not only to derive hypotheses but also play a vital role in identifying key regulatory targets and interconnected hormonal responses. To explore the full potential of gene network inference in the area of abiotic stress tolerance, we need to validate hypotheses by implementing time-dependent gene expression data from genetically engineered plants with modulated expression of target genes. We further propose to combine information on gene-by-gene interactions with data from physical interaction platforms such as protein protein or TF-gene networks.
机构:
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
Langfelder, Peter
;
Horvath, Steve
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Biostat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
机构:
Yonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Univ Texas Austin, Ctr Syst & Synthet Biol, Austin, TX 78712 USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Lee, Insuk
;
Ambaru, Bindu
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Ambaru, Bindu
;
Thakkar, Pranjali
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Thakkar, Pranjali
;
Marcotte, Edward M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Ctr Syst & Synthet Biol, Austin, TX 78712 USA
Univ Texas Austin, Dept Chem & Biochem, Inst Cellular & Mol Biol, Austin, TX 78712 USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Marcotte, Edward M.
;
Rhee, Seung Y.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
GreenGene BioTech Inc, Genom Genet Inst, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Lee, Tae-Ho
;
Kim, Yeon-Ki
论文数: 0引用数: 0
h-index: 0
机构:
GreenGene BioTech Inc, Genom Genet Inst, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Yeon-Ki
;
Pham, Thu Thi Minh
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Pham, Thu Thi Minh
;
Song, Sang Ik
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Song, Sang Ik
;
Kim, Ju-Kon
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Ju-Kon
;
Kang, Kyu Young
论文数: 0引用数: 0
h-index: 0
机构:
Gyeongsang Natl Univ, Div Appl Life Sci, Jinju 660701, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kang, Kyu Young
;
An, Gynheung
论文数: 0引用数: 0
h-index: 0
机构:
Pohang Univ Sci & Technol, Div Mol & Life Sci, Pohang 790784, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
An, Gynheung
;
Jung, Ki-Hong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Plant Pathol, Davis, CA 95616 USAMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Jung, Ki-Hong
;
Galbraith, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Plant Sci, Tucson, AZ 85721 USA
Univ Arizona, Inst BIO5, Tucson, AZ 85721 USAMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Galbraith, David W.
;
Kim, Minkyun
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Sch Agr Biotechnol, Seoul 151921, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Minkyun
;
Yoon, Ung-Han
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Acad Agr Sci, Suwon 441707, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Yoon, Ung-Han
;
Nahm, Baek Hie
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Scuola Super Sant Anna, PlantLab, I-56124 Pisa, Italy
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Licausi, Francesco
;
Giorgi, Federico Manuel
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Giorgi, Federico Manuel
;
Schmaelzlin, Elmar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Potsdam, Inst Chem, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Schmaelzlin, Elmar
;
Usadel, Bjoern
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Usadel, Bjoern
;
Perata, Pierdomenico
论文数: 0引用数: 0
h-index: 0
机构:
Scuola Super Sant Anna, PlantLab, I-56124 Pisa, ItalyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Perata, Pierdomenico
;
van Dongen, Joost Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
机构:
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
Langfelder, Peter
;
Horvath, Steve
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Biostat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
机构:
Yonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Univ Texas Austin, Ctr Syst & Synthet Biol, Austin, TX 78712 USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Lee, Insuk
;
Ambaru, Bindu
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Ambaru, Bindu
;
Thakkar, Pranjali
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Thakkar, Pranjali
;
Marcotte, Edward M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Ctr Syst & Synthet Biol, Austin, TX 78712 USA
Univ Texas Austin, Dept Chem & Biochem, Inst Cellular & Mol Biol, Austin, TX 78712 USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
Marcotte, Edward M.
;
Rhee, Seung Y.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA USAYonsei Univ, Dept Biotechnol, Coll Life Sci & Biotechnol, Seoul 120749, South Korea
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
GreenGene BioTech Inc, Genom Genet Inst, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Lee, Tae-Ho
;
Kim, Yeon-Ki
论文数: 0引用数: 0
h-index: 0
机构:
GreenGene BioTech Inc, Genom Genet Inst, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Yeon-Ki
;
Pham, Thu Thi Minh
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Pham, Thu Thi Minh
;
Song, Sang Ik
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Song, Sang Ik
;
Kim, Ju-Kon
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Ju-Kon
;
Kang, Kyu Young
论文数: 0引用数: 0
h-index: 0
机构:
Gyeongsang Natl Univ, Div Appl Life Sci, Jinju 660701, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kang, Kyu Young
;
An, Gynheung
论文数: 0引用数: 0
h-index: 0
机构:
Pohang Univ Sci & Technol, Div Mol & Life Sci, Pohang 790784, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
An, Gynheung
;
Jung, Ki-Hong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Plant Pathol, Davis, CA 95616 USAMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Jung, Ki-Hong
;
Galbraith, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Plant Sci, Tucson, AZ 85721 USA
Univ Arizona, Inst BIO5, Tucson, AZ 85721 USAMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Galbraith, David W.
;
Kim, Minkyun
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Sch Agr Biotechnol, Seoul 151921, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Kim, Minkyun
;
Yoon, Ung-Han
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Acad Agr Sci, Suwon 441707, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
Yoon, Ung-Han
;
Nahm, Baek Hie
论文数: 0引用数: 0
h-index: 0
机构:
Myong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South KoreaMyong Ji Univ, Div Biosci & Bioinformat, Yongin 449728, Kyonggido, South Korea
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Scuola Super Sant Anna, PlantLab, I-56124 Pisa, Italy
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Licausi, Francesco
;
Giorgi, Federico Manuel
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Giorgi, Federico Manuel
;
Schmaelzlin, Elmar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Potsdam, Inst Chem, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Schmaelzlin, Elmar
;
Usadel, Bjoern
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Usadel, Bjoern
;
Perata, Pierdomenico
论文数: 0引用数: 0
h-index: 0
机构:
Scuola Super Sant Anna, PlantLab, I-56124 Pisa, ItalyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Perata, Pierdomenico
;
van Dongen, Joost Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany
Max Planck Inst Mol Plant Physiol, Integrat Carbon Biol Res Grp, D-14476 Potsdam, GermanyMax Planck Inst Mol Plant Physiol, Energy Metab Res Grp, D-14476 Potsdam, Germany