Integration of Transcriptomics and Metabolomics Reveals the Responses of Sugar Beet to Continuous Cropping Obstacle
Authors:
Open Access
- 27 October 2021
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Plant Science
- Vol. 12
Abstract
Sugar beet is vulnerable to years of continuous cropping, and allelopathy is one of the important factors leading to continuous cropping disorder. To explore the physiological and molecular mechanisms behind continuous cropping obstacles on sugar beet, this study combined transcriptomics and metabolomics to analyze the effects of different years of continuous cropping on metabolite changes, differential gene expression, and root exudate regulation in sugar beet. We collected sugar beet’s root samples from 1–, 3–, and 5-year continuous cropping systems for metabolome and transcriptome analyses. Our data revealed that T3 and T5 had 50 and 33 metabolites significantly different from T1, respectively. The autotoxic substance salicylaldehyde was found to continuously accumulate in root exudates with increasing years of continuous cropping. Sucrose was highly reduced in T3 (4.05-fold decrease) and T5 (2.01-fold decrease) compared to T1. Respectively, 2,660 and 3,515 differentially expressed genes (DEGs) were significantly regulated in T3 and T5 compared to T1. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses showed that metabolic pathways and biosynthesis of secondary metabolites were perturbed in T3 and T5 vs. T1. Integrated metabolomics analyses identified 73 DEGs involved in enriched metabolic pathways, all of which were the oxidation-reduction process pathways. In conclusion, this study provides evidence that continuous cropping obstacles can change the metabolome and transcriptome of sugar beet, affecting its growth and quality.Keywords
This publication has 41 references indexed in Scilit:
- Plant-Soil Feedbacks and Soil Sickness: From Mechanisms to Application in AgricultureJournal of Chemical Ecology, 2013
- The role of l-ascorbic acid recycling in responding to environmental stress and in promoting plant growthJournal of Experimental Botany, 2012
- Effect of root exudates on beneficial microorganisms—evidence from a continuous soybean monoculturePlant Ecology, 2012
- Growth response of crops to soil microbial communities from conventional monocropping and tree-based intercropping systemsPlant and Soil, 2012
- Citramalic acid and salicylic acid in sugar beet root exudates solubilize soil phosphorusBMC Plant Biology, 2011
- Greenhouse gas fluxes respond to different N fertilizer types due to altered plant-soil-microbe interactionsPlant and Soil, 2010
- Alleviating soil sickness caused by aerobic monocropping: Responses of aerobic rice to nutrient supplyField Crops Research, 2008
- ABC transporters involved in the transport of plant secondary metabolitesFEBS Letters, 2005
- mapman: a user‐driven tool to display genomics data sets onto diagrams of metabolic pathways and other biological processesThe Plant Journal, 2004
- Plant ABC transportersBiochimica et Biophysica Acta (BBA) - Biomembranes, 2000