Literature DB >> 26484978

Systems Biology for Smart Crops and Agricultural Innovation: Filling the Gaps between Genotype and Phenotype for Complex Traits Linked with Robust Agricultural Productivity and Sustainability.

Anil Kumar, Rajesh Kumar Pathak1, Sanjay Mohan Gupta2, Vikram Singh Gaur3, Dinesh Pandey.   

Abstract

In recent years, rapid developments in several omics platforms and next generation sequencing technology have generated a huge amount of biological data about plants. Systems biology aims to develop and use well-organized and efficient algorithms, data structure, visualization, and communication tools for the integration of these biological data with the goal of computational modeling and simulation. It studies crop plant systems by systematically perturbing them, checking the gene, protein, and informational pathway responses; integrating these data; and finally, formulating mathematical models that describe the structure of system and its response to individual perturbations. Consequently, systems biology approaches, such as integrative and predictive ones, hold immense potential in understanding of molecular mechanism of agriculturally important complex traits linked to agricultural productivity. This has led to identification of some key genes and proteins involved in networks of pathways involved in input use efficiency, biotic and abiotic stress resistance, photosynthesis efficiency, root, stem and leaf architecture, and nutrient mobilization. The developments in the above fields have made it possible to design smart crops with superior agronomic traits through genetic manipulation of key candidate genes.

Entities:  

Mesh:

Year:  2015        PMID: 26484978      PMCID: PMC4617413          DOI: 10.1089/omi.2015.0106

Source DB:  PubMed          Journal:  OMICS        ISSN: 1536-2310


  146 in total

1.  Redefining plant systems biology: from cell to ecosystem.

Authors:  Joost J B Keurentjes; Gerco C Angenent; Marcel Dicke; Vítor A P Martins Dos Santos; Jaap Molenaar; Wim H van der Putten; Peter C de Ruiter; Paul C Struik; Bart P H J Thomma
Journal:  Trends Plant Sci       Date:  2011-01-05       Impact factor: 18.313

2.  Systems biology and new technologies enable predictive and preventative medicine.

Authors:  Leroy Hood; James R Heath; Michael E Phelps; Biaoyang Lin
Journal:  Science       Date:  2004-10-22       Impact factor: 47.728

3.  BioModels Database: a repository of mathematical models of biological processes.

Authors:  Vijayalakshmi Chelliah; Camille Laibe; Nicolas Le Novère
Journal:  Methods Mol Biol       Date:  2013

4.  From genotype to phenotype: systems biology meets natural variation.

Authors:  Philip N Benfey; Thomas Mitchell-Olds
Journal:  Science       Date:  2008-04-25       Impact factor: 47.728

Review 5.  Plant metabolic modeling: achieving new insight into metabolism and metabolic engineering.

Authors:  Kambiz Baghalian; Mohammad-Reza Hajirezaei; Falk Schreiber
Journal:  Plant Cell       Date:  2014-10-24       Impact factor: 11.277

6.  Systems biology of gibberellin induced plant cell growth.

Authors:  Wagner L Araújo; Alisdair R Fernie
Journal:  Front Plant Sci       Date:  2012-08-02       Impact factor: 5.753

7.  Towards establishment of a rice stress response interactome.

Authors:  Young-Su Seo; Mawsheng Chern; Laura E Bartley; Muho Han; Ki-Hong Jung; Insuk Lee; Harkamal Walia; Todd Richter; Xia Xu; Peijian Cao; Wei Bai; Rajeshwari Ramanan; Fawn Amonpant; Loganathan Arul; Patrick E Canlas; Randy Ruan; Chang-Jin Park; Xuewei Chen; Sohyun Hwang; Jong-Seong Jeon; Pamela C Ronald
Journal:  PLoS Genet       Date:  2011-04-14       Impact factor: 5.917

8.  Systems biology: the next frontier for bioinformatics.

Authors:  Vladimir A Likić; Malcolm J McConville; Trevor Lithgow; Antony Bacic
Journal:  Adv Bioinformatics       Date:  2011-02-09

9.  Modeling of the MAPK machinery activation in response to various abiotic and biotic stresses in plants by a system biology approach.

Authors:  Rajesh Kumar Pathak; Gohar Taj; Dinesh Pandey; Sandeep Arora; Anil Kumar
Journal:  Bioinformation       Date:  2013-05-25

10.  Increased resistance to biotrophic pathogens in the Arabidopsis constitutive induced resistance 1 mutant is EDS1 and PAD4-dependent and modulated by environmental temperature.

Authors:  Maryke Carstens; Tyronne K McCrindle; Nicolette Adams; Anastashia Diener; Delroy T Guzha; Shane L Murray; Jane E Parker; Katherine J Denby; Robert A Ingle
Journal:  PLoS One       Date:  2014-10-10       Impact factor: 3.240

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  20 in total

Review 1.  Toward a Global Roadmap for Precision Medicine in Psychiatry: Challenges and Opportunities.

Authors:  Shareefa Dalvie; Nastassja Koen; Nathaniel McGregor; Kevin O'Connell; Louise Warnich; Raj Ramesar; Caroline M Nievergelt; Dan J Stein
Journal:  OMICS       Date:  2016-09-16

Review 2.  Systems biology of seeds: decoding the secret of biochemical seed factories for nutritional security.

Authors:  Anil Kumar; Rajesh Kumar Pathak; Aranyadip Gayen; Supriya Gupta; Manoj Singh; Charu Lata; Himanshu Sharma; Joy Kumar Roy; Sanjay Mohan Gupta
Journal:  3 Biotech       Date:  2018-10-24       Impact factor: 2.406

Review 3.  Augmentation of crop productivity through interventions of omics technologies in India: challenges and opportunities.

Authors:  Rajesh Kumar Pathak; Mamta Baunthiyal; Dinesh Pandey; Anil Kumar
Journal:  3 Biotech       Date:  2018-10-19       Impact factor: 2.406

4.  Genome-wide identification and characterization of seed storage proteins (SSPs) of foxtail millet (Setaria italica (L.) P. Beauv.).

Authors:  Vikram Singh Gaur; Salej Sood; Sharad Tiwari; Anil Kumar
Journal:  3 Biotech       Date:  2018-09-17       Impact factor: 2.406

5.  Understanding the molecular basis of differential grain protein accumulation in wheat (Triticum aestivum L.) through expression profiling of transcription factors related to seed nutrients storage.

Authors:  Alok Kumar; Jai Prakash Jaiswal; Netrapal Sharma; Supriya Gupta; Anil Kumar
Journal:  3 Biotech       Date:  2018-02-05       Impact factor: 2.406

6.  Transcriptome-wide identification of genes involved in Ascorbate-Glutathione cycle (Halliwell-Asada pathway) and related pathway for elucidating its role in antioxidative potential in finger millet (Eleusine coracana (L.)).

Authors:  Himanshu Avashthi; Rajesh Kumar Pathak; Neetesh Pandey; Sandeep Arora; Amrendra Kumar Mishra; Vijai Kumar Gupta; Pramod Wasudeo Ramteke; Anil Kumar
Journal:  3 Biotech       Date:  2018-11-26       Impact factor: 2.406

7.  Molecular characterization of EcCIPK24 gene of finger millet (Eleusine coracana) for investigating its regulatory role in calcium transport.

Authors:  Mahadev Chinchole; Rajesh Kumar Pathak; Uma M Singh; Anil Kumar
Journal:  3 Biotech       Date:  2017-07-28       Impact factor: 2.406

8.  Identification of Transcription Factors Regulating Senescence in Wheat through Gene Regulatory Network Modelling.

Authors:  Philippa Borrill; Sophie A Harrington; James Simmonds; Cristobal Uauy
Journal:  Plant Physiol       Date:  2019-05-07       Impact factor: 8.340

Review 9.  Gene Discovery and Advances in Finger Millet [Eleusine coracana (L.) Gaertn.] Genomics-An Important Nutri-Cereal of Future.

Authors:  Salej Sood; Anil Kumar; B Kalyana Babu; Vikram S Gaur; Dinesh Pandey; Lakshmi Kant; Arunava Pattnayak
Journal:  Front Plant Sci       Date:  2016-11-09       Impact factor: 5.753

Review 10.  Calcium Biofortification: Three Pronged Molecular Approaches for Dissecting Complex Trait of Calcium Nutrition in Finger Millet (Eleusine coracana) for Devising Strategies of Enrichment of Food Crops.

Authors:  Divya Sharma; Gautam Jamra; Uma M Singh; Salej Sood; Anil Kumar
Journal:  Front Plant Sci       Date:  2017-01-17       Impact factor: 5.753

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