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Comparative transcriptomics provide new insights into the mechanisms by which foliar silicon alleviates the effects of cadmium exposure in rice

TLDR
In this paper, the beneficial effects of foliar silicon in an indica rice Huanghuazhan (HHZ) were investigated, and it was shown that foliar Si increases the dry weight and decreases Cd translocation in Cd-exposed rice at the grain-filling stage only, implying that the filling stage is critical for foliar si to reduce Cd accumulation.
Abstract
Silicon (Si) has been shown to alleviate Cd stress in rice. Here, we investigated the beneficial effects of foliar Si in an indica rice Huanghuazhan (HHZ). Our results showed that foliar Si increases the dry weight and decreases Cd translocation in Cd-exposed rice at the grain-filling stage only, implying that the filling stage is critical for foliar Si to reduce Cd accumulation. We also investigated the transcriptomics in flag leaves (FLs), spikelets (SPs), and node Is (NIs) of Cd-exposed HHZ after foliar Si application at the filling stage. Importantly, the gene expression profiles associated with the Si-mediated alleviation of Cd stress were tissue specific, while shared pathways were mediated by Si in Cd-exposed rice tissues. Furthermore, after the Si treatment of Cd-exposed rice, the ATP-binding cassette (ABC)-transporters were mostly upregulated in FL and SP, while the bivalent cation transporters were mostly downregulated in FL and NI, possibly helping to reduce Cd accumulation. The genes associated with essential nutrient transporters, carbohydrate and secondary metabolite biosynthesis, and cytochrome oxidase activity were mostly upregulated in Cd-exposed FL and SP, which may help to alleviate oxidative stress and improve plant growth under Cd exposure. Interestingly, genes responsible for signal transduction were negatively regulated in FL, but positively regulated in SP, by foliar Si. Our results provide transcriptomic evidence that foliar Si plays an active role in alleviating the effects of Cd exposure in rice. In particular, foliar Si may alter the expression pattern of genes associated with transport, biosynthesis and metabolism, and oxidation reduction.

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FAO and the Situation of Food Security and Nutrition in the World (Rice Science in Global Health : Proceedings of the 3rd International Symposium)

TL;DR: The Food and Agriculture Organization of the United Nations (FAO) presents the recent findings on the current situation of food security and nutrition in the world, and highlights the issue of food loss and waste and its impact on food security, with particular emphasis on the constraints it poses to the achievement of key sustainable development goals (SDGs) as discussed by the authors.
Journal ArticleDOI

Salinity elevates Cd bioaccumulation of sea rice cultured under co-exposure of cadmium and salt.

TL;DR: In this paper , a hydroponic experiment with combined Cd and Na levels and a pot experiment were set to evaluate the Cd toxic risks of sea rice, and the results showed that more Cd accumulated in sea rice than that in the reported high-Cd-accumulating rice, Chang Xianggu.
Journal ArticleDOI

Integrated physio-biochemical and transcriptomic analysis revealed mechanism underlying of Si-mediated alleviation to cadmium toxicity in wheat.

TL;DR: In this article , the beneficial role of Si (1 mM) in alleviating Cadmium (Cd)induced toxicity in wheat (Triticum aestivum) seedlings was revealed.
Journal ArticleDOI

The mechanism of silicon on alleviating cadmium toxicity in plants: A review

TL;DR: In this paper , the role of silicon in reducing cadmium uptake and transport, improving plant mineral nutrient supply, regulating antioxidant systems, and optimizing plant architecture is discussed, and the regulation of plant water balance by silicon is discussed.
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TL;DR: The 2-Delta Delta C(T) method as mentioned in this paper was proposed to analyze the relative changes in gene expression from real-time quantitative PCR experiments, and it has been shown to be useful in the analysis of realtime, quantitative PCR data.
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clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters

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HISAT: a fast spliced aligner with low memory requirements

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StringTie enables improved reconstruction of a transcriptome from RNA-seq reads

TL;DR: StringTie, a computational method that applies a network flow algorithm originally developed in optimization theory, together with optional de novo assembly, to assemble these complex data sets into transcripts produces more complete and accurate reconstructions of genes and better estimates of expression levels.
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