scholarly journals Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (Setaria italica L.)

2020 ◽  
Vol 21 (14) ◽  
pp. 5031
Author(s):  
Tao Wang ◽  
Hui Song ◽  
Pengtao Li ◽  
Yangyang Wei ◽  
Nan Hu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Developmental Process ◽  
Expression Patterns ◽  
Foxtail Millet ◽  
Grain Filling ◽  
Polyamine Metabolism ◽  
Transcriptional Dynamics ◽  
Yield And Quality

Grain filling is an importantly developmental process which is associated with the yield and quality of foxtail millet (Setaria italic L.). However, the molecular mechanisms of grain filling are rarely reported in foxtail millet. In our study, RNA-seq was performed to investigate the transcriptional dynamics and identify the key genes involved in grain filling in foxtail millet at five different developmental stages. A total of 11,399 differentially expressed genes (DEGs), including 902 transcription factors (TFs), were identified. Certain important genes involved in grain filling were discovered through a function annotation and temporal expression patterns analysis. These genes included genes associated with starch biosynthesis, cell-wall invertases, hormone signal transduction, and polyamine metabolism pathways. The expression levels of seven randomly selected DEGs were validated by a quantitative real-time polymerase chain reaction (qRT-PCR). This study provides the first insight into the changes in the gene expression of grain filling at different developmental stages in foxtail millet. These results could help understand the complex molecular mechanisms of the panicle formation in foxtail millet and other cereal crops.

scholarly journals Integrated miRNA-mRNA analysis reveals the roles of miRNAs in the replanting benefit of Achyranthes bidentata roots

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Yan Hui Yang ◽  
Ming Jie Li ◽  
Yan Jie Yi ◽  
Rui Fang Li ◽  
Cui Xiang Li ◽  
...  
Keyword(s):  
Mirna Target ◽  
Molecular Mechanisms ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Regulation Of Gene Expression ◽  
First Year ◽  
Achyranthes Bidentata ◽  
Yield And Quality ◽  
Post Transcriptional Regulation

AbstractThe yield and quality of the medicinal plant Achyranthes bidentata can be increased when it is replanted into a field cultivated previously with the same crop, however, fundamental aspects of its biology (so-called “replanting benefit”) still remain to be elucidated. miRNAs are sRNA molecules involved in the post-transcriptional regulation of gene expression in plant biological processes. Here, 267 conserved and 36 novel miRNAs were identified in A. bidentata roots. We compared the miRNA content of the roots (R1) from first-year planting with that of the roots (R2) of second-year replanting, and screened 21 differentially expressed (DE) miRNAs. Based on in silico functional analysis, integrated miRNA-mRNA datasets allowed the identification of 10 miRNA-target family modules, which might participate in the benefit. The expression profiles of the miRNA-target modules were potentially correlated with the presence of the replanting benefit. The indication was that the miRNA-responsive continuous monoculture could reprogram miRNA-mRNA expression patterns, which possibly promote the root growth and development, enhance its transport activity and strengthen its tolerance to various stresses, thereby improving A. bidentata productivity as observed in the replanting benefit. Our study provides basic data for further research on the molecular mechanisms of the benefit in A. bidentata.

scholarly journals Comparative Transcriptome Analysis Reveals Regulatory Networks during the Maize Ear Shank Elongation Process

2021 ◽  
Vol 22 (13) ◽  
pp. 7029
Author(s):  
Cai-Yun Xiong ◽  
Qing-You Gong ◽  
Hu Pei ◽  
Chang-Jian Liao ◽  
Rui-Chun Yang ◽  
...  
Keyword(s):  
Regulatory Networks ◽  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Rna Seq ◽  
Short Branch ◽  
Transcriptional Dynamics ◽  
New Varieties ◽  
Elongation Process ◽  
Temporal Expression Pattern ◽  
Maize Ear

In maize, the ear shank is a short branch that connects the ear to the stalk. The length of the ear shank mainly affects the transportation of photosynthetic products to the ear, and also influences the dehydration of the grain by adjusting the tightness of the husks. However, the molecular mechanisms of maize shank elongation have rarely been described. It has been reported that the maize ear shank length is a quantitative trait, but its genetic basis is still unclear. In this study, RNA-seq was performed to explore the transcriptional dynamics and determine the key genes involved in maize shank elongation at four different developmental stages. A total of 8145 differentially expressed genes (DEGs) were identified, including 729 transcription factors (TFs). Some important genes which participate in shank elongation were detected via function annotation and temporal expression pattern analyses, including genes related to signal transduction hormones (auxin, brassinosteroids, gibberellin, etc.), xyloglucan and xyloglucan xyloglucosyl transferase, and transcription factor families. The results provide insights into the genetic architecture of maize ear shanks and developing new varieties with ideal ear shank lengths, enabling adjustments for mechanized harvesting in the future.

scholarly journals DNA Methylation and RNA-Sequencing Analysis Show Epigenetic Function During Grain Filling in Foxtail Millet (Setaria italica L.)

2021 ◽  
Vol 12 ◽  
Author(s):  
Tao Wang ◽  
Quanwei Lu ◽  
Hui Song ◽  
Nan Hu ◽  
Yangyang Wei ◽  
...  
Keyword(s):  
Gene Expression ◽  
Dna Methylation ◽  
Potential Function ◽  
Developmental Stages ◽  
Expression Profiles ◽  
Dynamic Change ◽  
Foxtail Millet ◽  
Grain Filling ◽  
Sequencing Analysis ◽  
Grain Development

Grain filling is a crucial process for crop yield and quality. Certain studies already gained insight into the molecular mechanism of grain filling. However, it is unclear whether epigenetic modifications are associated with grain filling in foxtail millet. Global DNA methylation and transcriptome analysis were conducted in foxtail millet spikelets during different stages to interpret the epigenetic effects of the grain filling process. The study employed the whole-genome bisulfite deep sequencing and advanced bioinformatics to sequence and identify all DNA methylation during foxtail millet grain filling; the DNA methylation-mediated gene expression profiles and their involved gene network and biological pathway were systematically studied. One context of DNA methylation, namely, CHH methylation, was accounted for the largest percentage, and it was gradually increased during grain filling. Among all developmental stages, the methylation levels were lowest at T2, followed by T4, which mainly occurred in CHG. The distribution of differentially methylated regions (DMR) was varied in the different genetic regions for three contexts. In addition, gene expression was negatively associated with DNA methylation. Evaluation of the interconnection of the DNA methylome and transcriptome identified some stage-specific differentially expressed genes associated with the DMR at different stages compared with the T1 developmental stage, indicating the potential function of epigenetics on the expression regulation of genes related to the specific pathway at different stages of grain development. The results demonstrated that the dynamic change of DNA methylation plays a crucial function in gene regulation, revealing the potential function of epigenetics in grain development in foxtail millet.

scholarly journals Pathways of Pathogenicity: Transcriptional Stages of Germination in the Fatal Fungal PathogenRhizopus delemar

mSphere ◽  
2018 ◽  
Vol 3 (5) ◽  
Author(s):  
Poppy C. S. Sephton-Clark ◽  
Jose F. Muñoz ◽  
Elizabeth R. Ballou ◽  
Christina A. Cuomo ◽  
Kerstin Voelz
Keyword(s):  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Developmental Process ◽  
Fungal Spores ◽  
Hyphal Growth ◽  
Large Shift ◽  
Rhizopus Delemar ◽  
Content Type ◽  
Transcriptional Changes ◽  
Dormant Spore

ABSTRACTRhizopus delemaris an invasive fungal pathogen responsible for the frequently fatal disease mucormycosis. Germination, a crucial mechanism by which infectious spores ofRhizopus delemarcause disease, is a key developmental process that transforms the dormant spore state into a vegetative one. The molecular mechanisms that underpin this transformation may be key to controlling mucormycosis; however, the regulation of germination remains poorly understood. This study describes the phenotypic and transcriptional changes that take place over the course of germination. This process is characterized by four distinct stages: dormancy, isotropic swelling, germ tube emergence, and hyphal growth. Dormant spores are shown to be transcriptionally unique, expressing a subset of transcripts absent in later developmental stages. A large shift in the expression profile is prompted by the initiation of germination, with genes involved in respiration, chitin, cytoskeleton, and actin regulation appearing to be important for this transition. A period of transcriptional consistency can be seen throughout isotropic swelling, before the transcriptional landscape shifts again at the onset of hyphal growth. This study provides a greater understanding of the regulation of germination and highlights processes involved in transformingRhizopus delemarfrom a single-cellular to multicellular organism.IMPORTANCEGermination is key to the growth of many organisms, including fungal spores. Mucormycete spores exist abundantly within the environment and germinate to form hyphae. These spores are capable of infecting immunocompromised individuals, causing the disease mucormycosis. Germination from spore to hyphae within patients leads to angioinvasion, tissue necrosis, and often fatal infections. This study advances our understanding of how spore germination occurs in the mucormycetes, identifying processes we may be able to inhibit to help prevent or treat mucormycosis.

scholarly journals Functions of Circular RNAs Involved in Animal Skeletal Muscle Development – A Review

2020 ◽  
Vol 20 (1) ◽  
pp. 3-10
Author(s):  
Patricia Adu-Asiamah ◽  
Qiying Leng ◽  
Haidong Xu ◽  
Jiahui Zheng ◽  
Zhihui Zhao ◽  
...  
Keyword(s):  
Skeletal Muscle ◽  
Growth And Development ◽  
Molecular Mechanisms ◽  
Muscle Development ◽  
Developmental Stages ◽  
Expression Patterns ◽  
Vital Role ◽  
Circular Rnas ◽  
Cell Proliferation And Differentiation ◽  
Mirna Sponges

AbstractCircular RNAs (circRNAs) have been identified in the skeletal muscle of numerous species of animals. Their abundance, diversity, and their dynamic expression patterns have been revealed in various developmental stages and physiological conditions in skeletal muscles. Recently, studies have made known that circRNAs widely participate in muscle cell proliferation and differentiation. They are also involved in other life processes such as functioning as microRNA (miRNA) sponges, regulators of splicing and transcription, and modifiers of parental gene expression with emerging pieces of evidence indicating a high chance of playing a vital role in several cells and tissues, especially the muscles. Other research has emphatically stated that the growth and development of skeletal muscle are regulated by proteins as well as non-coding RNAs, which involve circRNAs. Therefore, circRNAs have been considered significant biological regulators for understanding the molecular mechanisms of myoblasts. Here, we discuss how circRNAs are abundantly expressed in muscle (myoblast) and their critical roles in growth and development.

scholarly journals Identification and characterization of ERV transcripts in goat embryos

Reproduction ◽  
2019 ◽  
pp. 115-126
Author(s):  
Ruizhi Deng ◽  
Chengquan Han ◽  
Lu Zhao ◽  
Qing Zhang ◽  
Beifen Yan ◽  
...  
Keyword(s):  
Embryonic Development ◽  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Expression Patterns ◽  
Developmental Rate ◽  
Endogenous Retroviruses ◽  
Early Embryonic Development ◽  
Rna Seq ◽  
Embryonic Genome ◽  
Genome Activation

Endogenous retroviruses (ERVs), which are abundant in mammalian genomes, can modulate the expression of nearby genes, and their expression is dynamic and stage-specific during early embryonic development in mice and humans. However, the functions and mechanisms of ERV elements in regulating embryonic development remain unclear. Here, we utilized several methods to determine the contribution of ERVs to the makeup and regulation of transcripts during embryonic genome activation (EGA). We constructed an ERV library and embryo RNA-seq library (IVF_2c and IVF_8c) of goat to serve as our research basis. The GO and KEGG analysis of nearby ERV genes revealed that some ERV elements may be associated with embryonic development. RNA-seq results were consistent with the features of EGA. To obtain the transcripts derived from the ERV sequences, we blasted the ERV sequences with embryonic transcripts and identified three lncRNAs and one mRNA that were highly expressed in IVF-8c rather than in IVF-2c (q-value <0.05). Then, we validated the expression patterns of nine ERV-related transcripts during early developmental stages and knocked down three high-expression transcripts in EGA. The knockdown of lncRNA TCONS_00460156 or mRNA HSD17B11 significantly decreased the developmental rate of IVF embryos. Our findings suggested that some transcripts from ERVs are essential for the early embryonic development of goat, and analyzing the ERV expression profile during goat EGA may help elucidate the molecular mechanisms of ERV in regulating embryonic development.

scholarly journals Integrating transcriptome and metabolome reveals molecular networks involved in genetic and environmental variation in tobacco

DNA Research ◽  
2020 ◽  
Vol 27 (2) ◽  
Author(s):  
Pingping Liu ◽  
Jie Luo ◽  
Qingxia Zheng ◽  
Qiansi Chen ◽  
Niu Zhai ◽  
...  
Keyword(s):  
Regulatory Networks ◽  
Molecular Mechanisms ◽  
Developmental Stages ◽  
De Novo ◽  
Developmental Process ◽  
Pearson Correlation ◽  
Molecular Networks ◽  
Environmental Perturbations ◽  
Carotenoid Metabolism ◽  
Gene Modules

Abstract Tobacco (Nicotiana tabacum) is one of the most widely cultivated commercial non-food crops with significant social and economic impacts. Here we profiled transcriptome and metabolome from 54 tobacco samples (2–3 replicates; n = 151 in total) collected from three varieties (i.e. genetic factor), three locations (i.e. environmental factor), and six developmental stages (i.e. developmental process). We identified 3,405 differentially expressed (DE) genes (DEGs) and 371 DE metabolites, respectively. We used quantitative real-time PCR to validate 20 DEGs, and confirmed 18/20 (90%) DEGs between three locations and 16/20 (80%) with the same trend across developmental stages. We then constructed nine co-expression gene modules and four co-expression metabolite modules , and defined seven de novo regulatory networks, including nicotine- and carotenoid-related regulatory networks. A novel two-way Pearson correlation approach was further proposed to integrate co-expression gene and metabolite modules to identify joint gene–metabolite relations. Finally, we further integrated DE and network results to prioritize genes by its functional importance and identified a top-ranked novel gene, LOC107773232, as a potential regulator involved in the carotenoid metabolism pathway. Thus, the results and systems-biology approaches provide a new avenue to understand the molecular mechanisms underlying complex genetic and environmental perturbations in tobacco.

Disentangling the photosynthesis performance in japonica rice during natural leaf senescence using OJIP fluorescence transient analysis

2021 ◽  
Vol 48 (2) ◽  
pp. 206
Author(s):  
Faliang Zeng ◽  
Guojiao Wang ◽  
Yinpei Liang ◽  
Naihui Guo ◽  
Lin Zhu ◽  
...  
Keyword(s):  
Leaf Senescence ◽  
Grain Filling ◽  
Japonica Rice ◽  
Yield And Quality ◽  
Test Parameters ◽  
Electron Transport Chains ◽  
Rice Genotypes ◽  
Ojip Fluorescence Transient ◽  
Natural Leaf

Rice undergoes leaf senescence accompanied with grain filling when the plants reach the end of their temporal niche, and a delay in leaf senescence ultimately improves the yield and quality of grain. To estimate the decline in photosynthesis during leaf senescence and to find an efficient and useful tool to identify rice genotypes with a longer duration of active photosynthesis, we examined PSII photosynthetic activity in the flag leaves of japonica rice Shennong265 (SN265) and Beigeng3 (BG3) during leaf senescence using chlorophyll a fluorescence kinetics. The results show that inhibition occurred in the electron transport chains, but the energetic connectivity of PSII units was not affected as dramatically during leaf senescence. PSII reaction centres (RCs) were transformed into ‘silent RCs,’ and the chlorophyll content decreased during leaf senescence. However the size of the ‘economic’ antennae increased. Further, the percentage of variation of the specific energy flux parameters can rationally be used to indicate leaf senescence from the perspective of energy balance. Although the performance indices were more sensitive than other functional and structural JIP-test parameters, they still did not serve as an indicator of crop yield.

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