Literature DB >> 33949787

Systems biology for crop improvement.

Lekha T Pazhamala1, Himabindu Kudapa1, Wolfram Weckwerth2,3, A Harvey Millar4, Rajeev K Varshney1,5.   

Abstract

In recent years, generation of large-scale data from genome, transcriptome, proteome, metabolome, epigenome, and others, has become routine in several plant species. Most of these datasets in different crop species, however, were studied independently and as a result, full insight could not be gained on the molecular basis of complex traits and biological networks. A systems biology approach involving integration of multiple omics data, modeling, and prediction of the cellular functions is required to understand the flow of biological information that underlies complex traits. In this context, systems biology with multiomics data integration is crucial and allows a holistic understanding of the dynamic system with the different levels of biological organization interacting with external environment for a phenotypic expression. Here, we present recent progress made in the area of various omics studies-integrative and systems biology approaches with a special focus on application to crop improvement. We have also discussed the challenges and opportunities in multiomics data integration, modeling, and understanding of the biology of complex traits underpinning yield and stress tolerance in major cereals and legumes.
© 2021 The Authors. The Plant Genome published by Wiley Periodicals LLC on behalf of Crop Science Society of America.

Year:  2021        PMID: 33949787     DOI: 10.1002/tpg2.20098

Source DB:  PubMed          Journal:  Plant Genome        ISSN: 1940-3372            Impact factor:   4.089


  11 in total

Review 1.  Omics-Facilitated Crop Improvement for Climate Resilience and Superior Nutritive Value.

Authors:  Tinashe Zenda; Songtao Liu; Anyi Dong; Jiao Li; Yafei Wang; Xinyue Liu; Nan Wang; Huijun Duan
Journal:  Front Plant Sci       Date:  2021-12-01       Impact factor: 5.753

2.  An advanced systems biology framework of feature engineering for cold tolerance genes discovery from integrated omics and non-omics data in soybean.

Authors:  Pei-Hsiu Kao; Supaporn Baiya; Zheng-Yuan Lai; Chih-Min Huang; Li-Hsin Jhan; Chian-Jiun Lin; Ya-Syuan Lai; Chung-Feng Kao
Journal:  Front Plant Sci       Date:  2022-09-30       Impact factor: 6.627

Review 3.  Omics Technology for the Promotion of Nutraceuticals and Functional Foods.

Authors:  Deepu Pandita; Anu Pandita
Journal:  Front Physiol       Date:  2022-05-13       Impact factor: 4.755

4.  Editorial: Improvement for Quality and Safety Traits in Horticultural Plants.

Authors:  Xinyang Wu; Pingping Fang; Peipei Zhang; Ting Sun; Xinchao Wang; Ferdinando Branca; Pei Xu
Journal:  Front Plant Sci       Date:  2022-05-31       Impact factor: 6.627

Review 5.  Physiological and Multi-Omics Approaches for Explaining Drought Stress Tolerance and Supporting Sustainable Production of Rice.

Authors:  Sajad Majeed Zargar; Rakeeb Ahmad Mir; Leonard Barnabas Ebinezer; Antonio Masi; Ammarah Hami; Madhiya Manzoor; Romesh K Salgotra; Najeebul Rehman Sofi; Roohi Mushtaq; Jai Singh Rohila; Randeep Rakwal
Journal:  Front Plant Sci       Date:  2022-01-27       Impact factor: 5.753

Review 6.  Multidimensional Role of Silicon to Activate Resilient Plant Growth and to Mitigate Abiotic Stress.

Authors:  Rakeeb Ahmad Mir; Basharat Ahmad Bhat; Henan Yousuf; Sheikh Tajamul Islam; Ali Raza; Masood Ahmad Rizvi; Sidra Charagh; Mohammed Albaqami; Parvaze A Sofi; Sajad Majeed Zargar
Journal:  Front Plant Sci       Date:  2022-03-23       Impact factor: 5.753

Review 7.  Integrated omics approaches for flax improvement under abiotic and biotic stress: Current status and future prospects.

Authors:  Bindu Yadav; Vikender Kaur; Om Prakash Narayan; Shashank Kumar Yadav; Ashok Kumar; Dhammaprakash Pandhari Wankhede
Journal:  Front Plant Sci       Date:  2022-07-25       Impact factor: 6.627

8.  Mainstreaming orphan millets for advancing climate smart agriculture to secure nutrition and health.

Authors:  Piyoosh K Babele; Himabindu Kudapa; Yogeshwar Singh; Rajeev K Varshney; Anil Kumar
Journal:  Front Plant Sci       Date:  2022-08-12       Impact factor: 6.627

Review 9.  Biotechnological Advances to Improve Abiotic Stress Tolerance in Crops.

Authors:  Miguel Angel Villalobos-López; Analilia Arroyo-Becerra; Anareli Quintero-Jiménez; Gabriel Iturriaga
Journal:  Int J Mol Sci       Date:  2022-10-10       Impact factor: 6.208

Review 10.  Genomics and breeding innovations for enhancing genetic gain for climate resilience and nutrition traits.

Authors:  Pallavi Sinha; Vikas K Singh; Abhishek Bohra; Arvind Kumar; Jochen C Reif; Rajeev K Varshney
Journal:  Theor Appl Genet       Date:  2021-05-20       Impact factor: 5.699

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