scholarly journals Transcriptomic analyses reveal physiological changes in sweet orange roots affected by citrus blight

BMC Genomics ◽  
2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Shimin Fu ◽  
Jonathan Shao ◽  
Avijit Roy ◽  
Ronald H. Brlansky ◽  
Changyong Zhou ◽  
...  

Abstract Background Citrus blight is a very important progressive decline disease of commercial citrus. The etiology is unknown, although the disease can be transmitted by root grafts, suggesting a viral etiology. Diagnosis is made by demonstrating physical blockage of xylem cells that prevents the movement of water. This test was used to identify symptomatic trees from four commercial groves in Florida. Total RNA extracts of phloem-enriched scaffold root tissues were prepared from seven trees that failed to take up water and from one healthy tree. These RNA extracts were used for transcriptomic analyses using paired end RNA-Seq from an Illumina 2500 system. The expression of transcripts annotated as polyprotein of citrus endogenous pararetrovirus were estimated by both RT-qPCR and RNA-Seq. Results Transcripts from seven RNA-Seq libraries from trees affected by citrus blight were compared to a control tree. 129–148 million RNA fragments (two paired-end reads/fragment) were generated per library and were mapped to the sweet orange reference genome. In response to citrus blight stress, genes encoding aquaporins, proteins with water channel activity and several cellulose synthase genes were down-regulated, whereas genes involved in lignin and glucosinolate biosynthesis were up-regulated. Transcripts encoding proteins in pathways of carbohydrate metabolism, nucleotide synthesis, signaling, hormone metabolism, secondary metabolism, transport, and biotic stress pathways were overwhelmingly down regulated in all libraries. Conclusion Reduced water intake and xylem plugging were observed in the trees tested and the changes in their transcriptome were analyzed. Plants adapted to reduced water flow by regulating primary and secondary metabolism, nuclear transport and hormone associated pathways. The patterns of energy generation, transcription, translation and protein degradation were consistent with irreversible decline. The down regulation of cellulose synthase transcripts and up regulation of transcripts related to lignin production likely lead to an imbalance in the pathways leading to wood formation, and may lead to the blockage of the xylem vessels seen as the cardinal symptom of citrus blight. Transcripts of a pararetrovirus were elevated in the transcriptome of roots used in this study.

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Yuxin Yang ◽  
Xueying Zhang ◽  
Lifen Wu ◽  
Lichao Zhang ◽  
Guoxiang Liu ◽  
...  

Abstract Background Wheat is one of the most widely planted crops worldwide. The heading date is important for wheat environmental adaptability, as it not only controls flowering time but also determines the yield component in terms of grain number per spike. Results In this research, homozygous genotypes with early and late heading dates derived from backcrossed progeny were selected to conduct RNA-Seq analysis at the double ridge stage (W2.0) and androgynous primordium differentiation stage (W3.5) of the leaf and apical meristem, respectively. In total, 18,352 differentially expressed genes (DEGs) were identified, many of which are strongly associated with wheat heading date genes. Gene Ontology (GO) enrichment analysis revealed that carbohydrate metabolism, trehalose metabolic process, photosynthesis, and light reaction are closely related to the flowering time regulation pathway. Based on MapMan metabolic analysis, the DEGs are mainly involved in the light reaction, hormone signaling, lipid metabolism, secondary metabolism, and nucleotide synthesis. In addition, 1,225 DEGs were annotated to 45 transcription factor gene families, including LFY, SBP, and MADS-box transcription factors closely related to flowering time. Weighted gene co-expression network analysis (WGCNA) showed that 16, 336, 446, and 124 DEGs have biological connections with Vrn1-5 A, Vrn3-7B, Ppd-1D, and WSOC1, respectively. Furthermore, TraesCS2D02G181400 encodes a MADS-MIKC transcription factor and is co-expressed with Vrn1-5 A, which indicates that this gene may be related to flowering time. Conclusions RNA-Seq analysis provided transcriptome data for the wheat heading date at key flower development stages of double ridge (W2.0) and androgynous primordium differentiation (W3.5). Based on the DEGs identified, co-expression networks of key flowering time genes in Vrn1-5 A, Vrn3-7B, WSOC1, and Ppd-1D were established. Moreover, we discovered a potential candidate flowering time gene, TraesCS2D02G181400. Taken together, these results serve as a foundation for further study on the regulatory mechanism of the wheat heading date.


Biomolecules ◽  
2019 ◽  
Vol 9 (10) ◽  
pp. 523 ◽  
Author(s):  
Li ◽  
Yun ◽  
Wu ◽  
Qu ◽  
Duan ◽  
...  

The banana is one of the most important fruits in the world. Bananas undergo a rapid ripening process after harvest, resulting in a short shelf. In this study, the mechanism underlying pulp ripening of harvested bananas was investigated using integrated transcriptomic, proteomic, and metabolomic analysis. Ribonucleic acid sequencing (RNA-Seq) revealed that a great number of genes related to transcriptional regulation, signal transduction, cell wall modification, and secondary metabolism were up-regulated during pulp ripening. At the protein level, 84 proteins were differentially expressed during pulp ripening, most of which were associated with energy metabolism, oxidation-reduction, cell wall metabolism, and starch degradation. According to partial least squares discriminant analysis, 33 proteins were identified as potential markers for separating different ripening stages of the fruit. In addition to ethylene’s central role, auxin signal transduction might be involved in regulating pulp ripening. Moreover, secondary metabolism, energy metabolism, and the protein metabolic process also played an important role in pulp ripening. In all, this study provided a better understanding of pulp ripening of harvested bananas.


2021 ◽  
Author(s):  
Wenbin Yu ◽  
Mengting Wang ◽  
Kun Yu ◽  
Qianqian Pang ◽  
Shangyun Li ◽  
...  

Abstract Light is an important external environment factor which influences all aspects of plant growth and development, including fruit ripening. Transcription regulation of light will provide insights into effect of light for fruit ripening. In this study, we treat grape and tomato fruit with dark or light, and by the RNA-seq method, compare transcriptional level between dark-treated and light-treated fruits. Additionally, we analyzed the metabolome of freshly cut fruit samples in two-treated conditions. In this study, transcriptomic and metabonomic analyses were used to evaluate the effects of shading on the ripening of different climacteric types of fruits (tomato and grape). we showed that shading treatment could inhibited fruit development by down-regulating factors related to fruit ripening-related growth and development. The differentially expressed genes (DEGs) from treated or non-treated samples with dark were mainly enriched in sugar metabolism and signal transduction, plant hormone biosynthesis and secondary metabolism. At the same time, we used metabonomics to detect different secondary metabolites in tomato and grape. Based on the above data, we established a possible model of shading treatment regulating fruit quality of tomato and grape. We found that the expression of DEGs in sugar metabolism and signal transduction, plant hormone biosynthesis and secondary metabolism differ between tomato and grape after shading treatment, which helps to clarify the possible mechanism of how the response to light in climacteric and non-climacteric fruit.


2020 ◽  
Vol 14 (7) ◽  
pp. 962-973
Author(s):  
Celia Escudero-Hernández ◽  
Andreas Münch ◽  
Ann-Elisabet Østvik ◽  
Atle van Beelen Granlund ◽  
Stefan Koch

Abstract Background and Aims Diarrhoea is a common, debilitating symptom of gastrointestinal disorders. Pathomechanisms probably involve defects in trans-epithelial water transport, but the role of aquaporin [AQP] family water channels in diarrhoea-predominant diseases is unknown. We investigated the involvement of AQPs in the pathobiology of collagenous colitis [CC], which features chronic, watery diarrhoea despite overtly normal intestinal epithelial cells [IECs]. Methods We assessed the expression of all AQP family members in mucosal samples of CC patients before and during treatment with the corticosteroid drug budesonide, steroid-refractory CC patients and healthy controls. Samples were analysed by genome-wide mRNA sequencing [RNA-seq] and quantitative real-time PCR [qPCR]. In some patients, we performed tissue microdissection followed by RNA-seq to explore the IEC-specific CC transcriptome. We determined changes in the protein levels of the lead candidates in IEC by confocal microscopy. Finally, we investigated the regulation of AQP expression by corticosteroids in model cell lines. Results Using qPCR and RNA-seq, we identified loss of AQP8 expression as a hallmark of active CC, which was reverted by budesonide treatment in steroid-responsive but not refractory patients. Consistently, decreased AQP8 mRNA and protein levels were observed in IECs of patients with active CC, and steroid drugs increased AQP8 expression in model IECs. Moreover, low APQ8 expression was strongly associated with higher stool frequency in CC patients. Conclusion Down-regulation of epithelial AQP8 may impair water resorption in active CC, resulting in watery diarrhoea. Our results suggest that AQP8 is a potential drug target for the treatment of diarrhoeal disorders.


BMC Genomics ◽  
2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Luana P. Gonçalves ◽  
Raquel L. Boscariol Camargo ◽  
Marco Aurélio Takita ◽  
Marcos A. Machado ◽  
Walter S. dos Soares Filho ◽  
...  

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 126-126
Author(s):  
Christopher Choi ◽  
Scott Leiser ◽  
Charles Evans ◽  
Daniel Beard

Abstract Nematode flavin-containing monooxygenase-2 (fmo-2) is induced by dietary restriction and hypoxia, and is required for the longevity and health benefits of these pathways. It is also sufficient to confer these benefits when overexpressed. As FMOs are well-conserved across taxa, the fmo-2 mechanism has high translational potential. To determine the changes that occur following fmo-2 induction, we performed RNA-seq and untargeted metabolomics analyses. Our data reveal that one-carbon metabolism (OCM) is significantly altered by fmo-2 overexpression. OCM is a nexus for essential metabolic pathways, including transmethylation, transsulfuration, nucleotide synthesis, and amino acid metabolism. We hypothesized that fmo-2 confers longevity benefits by altering key metabolic processes within or downstream of OCM. To test this, we asked whether fmo-2 and OCM interact to regulate longevity by knocking down expression of genes involved with OCM and measuring lifespan and oxidative stress resistance. To understand the biological implications of these interactions, we generated a computational model using qPCR data of key OCM-related genes to predict changes in OCM metabolic flux. Our model predicts significant changes in OCM flux that are regulated by fmo-2 expression levels and are consistent with our RNAi and multi-omics results. We are now testing this model by knocking down genes downstream of OCM to determine their role in fmo-2-mediated benefits. Preliminary results support our hypothesis that changes in metabolic flux through OCM are involved downstream of fmo-2 expression, and may also implicate the UPRER in this pathway. Our future work will elucidate this mechanism and link stress perception and fmo-2-mediated longevity.


2018 ◽  
Author(s):  
Chih-Chien Sung ◽  
Lihe Chen ◽  
Kavee Limbutara ◽  
Hyun Jun Jung ◽  
Gabrielle G. Gilmer ◽  
...  

ABSTRACT1Lithium salts, used for treatment of bipolar disorder, frequently induce nephrogenic diabetes insipidus (NDI), limiting therapeutic success. NDI is associated with loss of expression of the molecular water channel, aquaporin-2, in the renal collecting duct (CD). Here, we use the methods of systems biology in a well-established rat model of lithium-induced NDI to identify signaling pathways activated at the onset of polyuria. Using single-tubule RNA-Seq, full transcriptomes were determined in microdissected cortical CDs of rats 72 hrs after initiation of lithium chloride (LiCl) administration (vs. time-controls without LiCl). Transcriptome-wide changes in mRNA abundances were mapped to gene sets associated with curated canonical signaling pathways, showing evidence for activation of NF-κB signaling with induction of genes coding for multiple chemokines as well as most components of the Major Histocompatibility Complex (MHC) Class I antigen-presenting complex. Administration of antiinflammatory doses of dexamethasone to LiCl-treated rats countered the loss of aquaporin-2 protein. RNA-Seq also confirmed prior evidence of a shift from quiescence into the cell cycle with arrest. Time course studies demonstrated an early (12 hrs) increase in multiple immediate early genes including several transcription factors. Protein mass spectrometry in microdissected cortical CDs provided corroborative evidence but also identified decreased abundance of several anti-oxidant proteins. Integration of new data with prior data about lithium effects at a molecular level leads to a signaling model in which lithium increases ERK activation leading to induction of NF-κB signaling and an inflammatory-like response that represses Aqp2 gene transcription.


2017 ◽  
Vol 1 (2) ◽  
pp. 177-179 ◽  
Author(s):  
Dmitry Galinousky ◽  
Tsimafei Padvitski

Abstract In this work we used publicly available raw RNA-seq data to elucidate mechanisms of flax fiber biogenesis by measuring expression of cell-wall related genes (cellulose synthase, cellulose synthase-like and chitinase-like genes) in stem of flax (Linum usitatissimum cv. Bethune). Using public RNA-sequence data we have quantified and characterised the expression of the specific cell-wall genes in the top, middle and bottom parts of the Bethune flax stem. The most prominent findings are: Secondary cell-wall cellulose synthase (CesA) genes are expressed differentially in phloem and xylem in all parts of Bethune stem, in contrast with primary cell-wall cellulose synthase genes. Total expression level of cellulose synthase-like (Csl) genes is tissue invariant (although, CslG and CslE are differentially expressed) and smaller than the total expression of cellulose synthase genes. The CslD2D3 subgroup dominates total expression of CslD genes in both xylem and phloem. Expression levels of all expressed chitinase-like (Ctl) genes are tissue dependent in all parts of stem. Total expression level of chitinase-like genes is much higher than expression of cellulose synthase and cellulose synthase-like genes in both tissues.


2016 ◽  
Vol 292 (1) ◽  
pp. 37-52 ◽  
Author(s):  
Yan Qiao ◽  
Jinjin Zhang ◽  
Jinwen Zhang ◽  
Zhiwei Wang ◽  
An Ran ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document