Multi-Omics Pipeline and Omics-Integration Approach to Decipher Plant's Abiotic Stress Tolerance Responses

被引:56
|
作者
Roychowdhury, Rajib [1 ]
Das, Soumya Prakash [2 ]
Gupta, Amber [3 ]
Parihar, Parul [4 ]
Chandrasekhar, Kottakota [5 ]
Sarker, Umakanta [6 ]
Kumar, Ajay [7 ]
Ramrao, Devade Pandurang [8 ]
Sudhakar, Chinta [9 ]
机构
[1] Agr Res Org ARO, Inst Plant Protect, Volcani Inst, Dept Plant Pathol & Weed Res, IL-7505101 Rishon Leziyyon, Israel
[2] Seacom Skills Univ, Sch Biosci, Bolpur 731236, W Bengal, India
[3] Maharaja Sayajirao Univ Baroda, Dr Vikram Sarabhai Inst Cell & Mol Biol, Fac Sci, Vadodara 390002, Gujarat, India
[4] Banasthali Vidyapith, Dept Biotechnol & Biosci, Banasthali 304022, Rajasthan, India
[5] Acharya NG Ranga Agr Univ ANGRAU, Sri Krishnadevaraya Coll Agr Sci SKCAS, Dept Plant Biochem & Biotechnol, Guntur 522034, Andhra Pradesh, India
[6] Bangabandhu Sheikh Mujibur Rahman Agr Univ, Fac Agr, Dept Genet & Plant Breeding, Gazipur 1706, Bangladesh
[7] Mharshi Vishwamitra M V Coll, Dept Bot, Buxar 802102, Bihar, India
[8] Mizoram Univ, Pachhunga Univ Coll Campus, Dept Biotechnol, Aizawl 796001, Mizoram, India
[9] Sri Krishnadevaraya Univ, Dept Bot, Plant Mol Biol Lab, Anantapur 515003, Andhra Pradesh, India
关键词
abiotic stress; crop improvement; genomics; metabolomics; multi-omics; omics integration; phenomics; proteomics; ARABIDOPSIS-THALIANA; HISTONE ACETYLTRANSFERASE; CHLOROPHYLL FLUORESCENCE; ANALYSIS REVEALS; COLD TOLERANCE; DROUGHT STRESS; SALT STRESS; METABOLOMICS; MECHANISMS; SALINITY;
D O I
10.3390/genes14061281
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The present day's ongoing global warming and climate change adversely affect plants through imposing environmental (abiotic) stresses and disease pressure. The major abiotic factors such as drought, heat, cold, salinity, etc., hamper a plant's innate growth and development, resulting in reduced yield and quality, with the possibility of undesired traits. In the 21st century, the advent of high-throughput sequencing tools, state-of-the-art biotechnological techniques and bioinformatic analyzing pipelines led to the easy characterization of plant traits for abiotic stress response and tolerance mechanisms by applying the 'omics' toolbox. Panomics pipeline including genomics, transcriptomics, proteomics, metabolomics, epigenomics, proteogenomics, interactomics, ionomics, phenomics, etc., have become very handy nowadays. This is important to produce climate-smart future crops with a proper understanding of the molecular mechanisms of abiotic stress responses by the plant's genes, transcripts, proteins, epigenome, cellular metabolic circuits and resultant phenotype. Instead of mono-omics, two or more (hence 'multi-omics') integrated-omics approaches can decipher the plant's abiotic stress tolerance response very well. Multi-omics-characterized plants can be used as potent genetic resources to incorporate into the future breeding program. For the practical utility of crop improvement, multi-omics approaches for particular abiotic stress tolerance can be combined with genome-assisted breeding (GAB) by being pyramided with improved crop yield, food quality and associated agronomic traits and can open a new era of omics-assisted breeding. Thus, multi-omics pipelines together are able to decipher molecular processes, biomarkers, targets for genetic engineering, regulatory networks and precision agriculture solutions for a crop's variable abiotic stress tolerance to ensure food security under changing environmental circumstances.
引用
收藏
页数:36
相关论文
共 50 条
  • [1] Multi-omics atlas of combinatorial abiotic stress responses in wheat
    Da Ros, Letitia
    Bollina, Venkatesh
    Soolanayakanahally, Raju
    Pahari, Shankar
    Elferjani, Raed
    Kulkarni, Manoj
    Vaid, Neha
    Risseuw, Eddy
    Cram, Dustin
    Pasha, Asher
    Esteban, Eddi
    Konkin, David
    Provart, Nicholas
    Nambara, Eiji
    Kagale, Sateesh
    PLANT JOURNAL, 2023, 116 (04): : 1118 - 1135
  • [2] An Omics Approach to Understand the Plant Abiotic Stress
    Debnath, Mousumi
    Pandey, Mukeshwar
    Bisen, P. S.
    OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY, 2011, 15 (11) : 739 - 762
  • [3] A multivariate approach to the integration of multi-omics datasets
    Chen Meng
    Bernhard Kuster
    Aedín C Culhane
    Amin Moghaddas Gholami
    BMC Bioinformatics, 15
  • [4] A multivariate approach to the integration of multi-omics datasets
    Meng, Chen
    Kuster, Bernhard
    Culhane, Aedin C.
    Gholami, Amin Moghaddas
    BMC BIOINFORMATICS, 2014, 15
  • [5] Systematic Multi-Omics Integration (MOI) Approach in Plant Systems Biology
    Jamil, Ili Nadhirah
    Remali, Juwairiah
    Azizan, Kamalrul Azlan
    Nor Muhammad, Nor Azlan
    Arita, Masanori
    Goh, Hoe-Han
    Aizat, Wan Mohd
    FRONTIERS IN PLANT SCIENCE, 2020, 11
  • [6] Multi-omics approaches for abiotic stress tolerance in rice (Oryza sativa L.)
    Archana, Papanaboyina
    Ramamoorthy, Pushpam
    Swaminathan, Manonmani
    Muthurajan, Raveendran
    Alagarsamy, Senthil
    Kathiresan, Pravin Kumar
    PLANT SCIENCE TODAY, 2024, 11 : 14 - 14
  • [7] A Community of Networks Approach for Multi-Omics Integration
    Leshchyk, Anastasia
    Sebastiani, Paola
    GENETIC EPIDEMIOLOGY, 2024, 48 (07) : 366 - 366
  • [8] MOMIC: A Multi-Omics Pipeline for Data Analysis, Integration and Interpretation
    Madrid-Marquez, Laura
    Rubio-Escudero, Cristina
    Pontes, Beatriz
    Gonzalez-Perez, Antonio
    Riquelme, Jose C.
    Saez, Maria E.
    APPLIED SCIENCES-BASEL, 2022, 12 (08):
  • [9] 'Omics' analyses of regulatory networks in plant abiotic stress responses
    Urano, Kaoru
    Kurihara, Yukio
    Seki, Motoaki
    Shinozaki, Kazuo
    CURRENT OPINION IN PLANT BIOLOGY, 2010, 13 (02) : 132 - 138
  • [10] STATegra: Multi-Omics Data Integration - A Conceptual Scheme With a Bioinformatics Pipeline
    Planell, Nuria
    Lagani, Vincenzo
    Sebastian-Leon, Patricia
    van der Kloet, Frans
    Ewing, Ewoud
    Karathanasis, Nestoras
    Urdangarin, Arantxa
    Arozarena, Imanol
    Jagodic, Maja
    Tsamardinos, Ioannis
    Tarazona, Sonia
    Conesa, Ana
    Tegner, Jesper
    Gomez-Cabrero, David
    FRONTIERS IN GENETICS, 2021, 12