scholarly journals Micro RNA Targeted Transcription Factors for Fruit Quality Improvement

Author(s):  
Tzahi Arazi ◽  
Vivian Irish ◽  
Asaph Aharoni

Fruits are unique to flowering plants and represent an important component of human and animal diets. Development and maturation of tomato fruit is a well-programmed process, and yet, only a limited number of factors involved in its regulation have been characterized. Micro-RNAs (miRNAs) are small, endogenous RNAs that regulate gene expression in animals and plants. Plant miRNAs have a vital role in the generation of plant forms through post-transcriptional regulation of the accumulation of developmental regulators, especially transcription factors. Recently, we and others have demonstrated that miRNAs and other type of small RNAs are expressed in tomato fruit, and target putative transcription factors during its development and maturation. The original objectives of the approved proposal were: 1. To identify fruit miRNA transcription factor target genes through a bioinformatic approach. 2. To identify fruit miRNA transcription factor target genes up-regulated in tomato Dicer-like 1 silenced fruit. 3. To establish the biological functions of selected transcription factors and examine their utility for improving fleshy fruit quality trait. This project was approved by BARD as a feasibility study to allow initial experiments to peruse objective 2 as described above in order to provide initial evidence that miRNAs do play a role in fruit development. The approach planned to achieve objective 2, namely to identify miRNA transcription factor targets was to clone and silence the expression of a tomato DCL1 homolog in different stages of fruit development and examine alterations to gene expression in such a fruit in order to identify pathways and target genes that are regulated by miRNA via DCL1. In parallel, we characterized two transcription factors that are regulated by miRNAs in the fruit. We report here on the cloning of tomato DCL1 homolog, characterization of its expression in fruit flesh and peel of wild type and ripening mutants and generation of transgenic plants that silence SlDCL1 specifically in the fruit. Our results suggest that the tomato homolog of DCL1, which is the major plant enzyme involved in miRNA biogenesis, is present in fruit flesh and peel and differentially expressed during various stages of fruit development. In addition, its expression is altered in ripening mutants. We also report on the cloning and expression analysis of Sl_SBP and Sl_ARF transcription factors, which serve as targets of miR157 and miR160, respectively. Our data suggest that Sl_SBP levels are highest during fruit ripening supporting a role for this gene in that process. On the other hand Sl_ARF is strongly expressed in green fruit up to breaker indicating a role for that gene at preripening stage which is consistent with preliminary in_situ analyses that suggest expression in ovules of immature green fruit. The results of this feasibility study together with our previous results that miRNAs are expressed in the fruit indeed provide initial evidence that these regulators and their targets play roles in fruit development and ripening. These genes are expected to provide novel means for genetic improvement of tomato fleshy fruit.  

2021 ◽  
Vol 12 ◽  
Author(s):  
Jaclyn A. Adaskaveg ◽  
Christian J. Silva ◽  
Peng Huang ◽  
Barbara Blanco-Ulate

Spontaneous mutations associated with the tomato transcription factors COLORLESS NON-RIPENING (SPL-CNR), NON-RIPENING (NAC-NOR), and RIPENING-INHIBITOR (MADS-RIN) result in fruit that do not undergo the normal hallmarks of ripening but are phenotypically distinguishable. Here, we expanded knowledge of the physiological, molecular, and genetic impacts of the ripening mutations on fruit development beyond ripening. We demonstrated through phenotypic and transcriptome analyses that Cnr fruit exhibit a broad range of developmental defects before the onset of fruit ripening, but fruit still undergo some ripening changes similar to wild type. Thus, Cnr should be considered as a fruit developmental mutant and not just a ripening mutant. Additionally, we showed that some ripening processes occur during senescence in the nor and rin mutant fruit, indicating that while some ripening processes are inhibited in these mutants, others are merely delayed. Through gene expression analysis and direct measurement of hormones, we found that Cnr, nor, and rin have alterations in the metabolism and signaling of plant hormones. Cnr mutants produce more than basal levels of ethylene, while nor and rin accumulate high concentrations of abscisic acid. To determine genetic interactions between the mutations, we created for the first time homozygous double mutants. Phenotypic analyses of the double ripening mutants revealed that Cnr has a strong influence on fruit traits and that combining nor and rin leads to an intermediate ripening mutant phenotype. However, we found that the genetic interactions between the mutations are more complex than anticipated, as the Cnr/nor double mutant fruit has a Cnr phenotype but displayed inhibition of ripening-related gene expression just like nor fruit. Our reevaluation of the Cnr, nor, and rin mutants provides new insights into the utilization of the mutants for studying fruit development and their implications in breeding for tomato fruit quality.


F1000Research ◽  
2017 ◽  
Vol 6 ◽  
pp. 372 ◽  
Author(s):  
Delasa Aghamirzaie ◽  
Karthik Raja Velmurugan ◽  
Shuchi Wu ◽  
Doaa Altarawy ◽  
Lenwood S. Heath ◽  
...  

Motivation: The increasing availability of chromatin immunoprecipitation sequencing (ChIP-Seq) data enables us to learn more about the action of transcription factors in the regulation of gene expression. Even though in vivo transcriptional regulation often involves the concerted action of more than one transcription factor, the format of each individual ChIP-Seq dataset usually represents the action of a single transcription factor. Therefore, a relational database in which available ChIP-Seq datasets are curated is essential. Results: We present Expresso (database and webserver) as a tool for the collection and integration of available Arabidopsis ChIP-Seq peak data, which in turn can be linked to a user’s gene expression data. Known target genes of transcription factors were identified by motif analysis of publicly available GEO ChIP-Seq data sets. Expresso currently provides three services: 1) Identification of target genes of a given transcription factor; 2) Identification of transcription factors that regulate a gene of interest; 3) Computation of correlation between the gene expression of transcription factors and their target genes. Availability: Expresso is freely available at http://bioinformatics.cs.vt.edu/expresso/


2020 ◽  
Vol 35 (Supplement_3) ◽  
Author(s):  
Paula Diaz-Bulnes ◽  
Ramon M Rodriguez ◽  
Viviana Corte ◽  
Elisenda Banon ◽  
Marta Lazo ◽  
...  

Abstract Background and Aims Renal hypoxia is not only one of the most common causes of acute kidney injury, but also a critical mediator in the transition to chronic kidney disease. When the kidney is exposed to an insufficient supply of oxygen to meet demand, some adaptive mechanisms are triggered by the cells to maintain homeostasis. Induction of HIF-1α transcription factor and activation of unfolded protein response (UPR) pathway, as consequence of ER dysfunction, are both essential to mediate the cell survival. The UPR pathway is regulated by three major protein sensors (IRE1α, PERK and ATF6) which under ER stress initiate the activation of the XBP1, ATF4 and ATF6 transcription factors, respectively. However, inappropriate activation of these mechanisms could lead to the enhanced transcription of genes involved in key processes in renal damage (inflammation, cell death or autophagy). On the other hand, BRD4 is an epigenetic reader that recognizes acetylated lysine residues on histone and other proteins, and mediates the binding of transcription factors to the transcriptional machinery. Our aim was to investigate whether BRD4-mediated epigenetic mechanisms could modulate the response to hypoxia triggered in acute renal damage. Method Tubular epithelial cell line, HK2, was cultured with thapsigargin (Tg) or in hypoxia chamber (1% O2, 5% CO2). In addition, these cells were treated with specific BET proteins inhibitors (JQ1, I-BET762) and with small interfering RNAs (siRNA BRD4, p300), or were subjected to knockdown of ATF4 and XBP1 by CRISPR/cas9 technology. Transcriptional changes were analyzed in each condition by RNA-sequencing. The binding of BRD4 to target genes and recruitment of the transcriptional machinery was analyzed by chromatin immunoprecipitation (ChIP) with specific antibodies against BRD4, RNA PolII, AcH3 and AcH4. Effect of JQ1 inhibitor was assayed in an ischemia/reperfusion injury (IRI) model, and analysis of gene expression, inflammatory cell infiltration, and epigenetic remodeling was carried out by quantitative PCR, IHQ and ChIP assay, respectively. Results Treatment of HK2 cells with BETs inhibitors, previously cultured with Tg or under hypoxia conditions, inhibits the gene expression of the GPR78 ER chaperon, and the XBP1 and ATF4 transcription factors modulating the downstream signaling pathways. Meanwhile, ATF6 expression remains unchanged. Gene silencing with siRNA and ChIP assays reveal that under activation of the UPR pathway or hypoxia, BRD4 recognizes acetylated histones in the GPR78, ATF4 and XBP1 promoters, recruits the pTEF-b complex and activates RNA-pol II allowing the gene transcription. Additionally, inhibition of BRD4 impairs the HIF-1α stabilization, downregulating the expression of hypoxia-induced genes. Results from whole-genome gene expression assays after stable knockdown of XBP1 and ATF4 reveal that most (86%) of the UPR genes regulated by BET proteins are dependent of XBP1 and only 32% by ATF4. Moreover, almost all genes regulated by ATF4 are also XBP1-dependent. This result may be due to the fact that ATF4 regulates IRE1α expression and thus modulates the XBP1 mRNA splicing. Administration of JQ1 in an IRI model supports that blockage of BRD4 ameliorates the renal damage (reducing BUN and creatinine levels) due to a decreased UPR activation and expression of HIF-1α target genes. As consequence, the expression of inflammatory genes and the inflammatory cell infiltration is diminished. Conclusion Our results show that BRD4 protein regulates two key processes, induction of HIF-1α transcription factor and UPR pathway activation triggered by renal hypoxia. Pharmacological inhibition of BET proteins reduces the activation these pathways, ameliorating renal damage and avoiding its progression.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 36-36
Author(s):  
Jessica M Salmon ◽  
Casie Leigh Reed ◽  
Maddyson Bender ◽  
Helen Lorraine Mitchell ◽  
Vanessa Fox ◽  
...  

Krüppel-like factors (KLFs) are a family of transcription factors that play essential roles in the development and differentiation of the hematopoietic system. These transcription factors possess highly conserved C-terminal zinc-finger motifs, which enable their binding to GC-rich, or CACC-box, motifs in promoter and enhancer regions of target genes. The N-terminal domains of these proteins are more varied and mediate the recruitment of various co-factors, which can form a complex with either activator or repressor function. Acting primarily as a gene repressor through its recruitment of CtBPs and histone deacetylases (HDACs) [1], we have recently shown that KLF3 competes with KLF1 bound sites in the genome to repress gene expression during erythropoiesis [2]. However, the function of Klf3 in other lineages has been less well studied. This widely expressed transcription factor has reported roles in the differentiation of marginal zone B cells, eosinophil function and inflammation [3]. We utilised the Klf3-null mouse model [4] to more closely examine the role of Klf3 in innate inflammatory cells. These mice exhibit elevated white cell counts, including monocytes (Figure 1A), and inflammation of the skin. Conditional knockout of Klf4 in myeloid cells leads to a deficiency of inflammatory macrophages [5]. To test our hypothesis KLF3 normally represses inflammation, perhaps by antagonising the action of KLF4, bone-marrow derived macrophages (BMDM) were generated from wild-type or Klf3-null mice and stimulated with the bacterial toxin lipopolysaccharide (LPS). In wild type BMDM, LPS induces Klf3 gene expression and activation then delayed repression of target genes such as Lgals3 (galectin-3) over a 21 hour time course (Figure 1B). Quantitative real-time PCR and mRNA-seq of WT v Klf3-null macrophages identified ~100 differentially expressed genes involved in proliferation, macrophage activation and inflammation. We transduced the monocyte cell line, RAW264.7 (that expresses Klf4, Klf3 and Klf2), with a retroviral vector expressing a tamoxifen-inducible KLF3-ER fusion construct. KLF3 induced cell cycle arrest and macrophage differentiation. We will report on KLF3-induced gene expression changes (repression and activation), and ChIP-seq for KLF3, in RAW cells. The results shed light on the mechanism by which KLF3 normally represses monocyte/macrophage responses to infection. This study highlights the importance of key transcriptional regulators that tightly control gene expression during inflammation. Loss of Klf3 leads to alterations in this process, resulting in hyper-activation of inflammatory macrophages, increased white cell counts and inflammation of the skin. A greater knowledge of the inflammatory process and how it is regulated is important for our understanding of acute infection and inflammatory disease. Further studies are planned to investigate the role of the KLF3 transcription factor in response to inflammation in vivo. References: 1. Pearson, R., et al., Kruppel-like transcription factors: A functional family. Int J Biochem Cell Biol, 2007. W2. Ilsley, M.D., et al., Kruppel-like factors compete for promoters and enhancers to fine-tune transcription. Nucleic Acids Res, 2017. 45(11): p. 6572-6588. W3. Knights, A.J., et al., Kruppel-like factor 3 (KLF3) suppresses NF-kappaB-driven inflammation in mice. J Biol Chem, 2020. 295(18): p. 6080-6091. W4. Sue, N., et al., Targeted disruption of the basic Kruppel-like factor gene (Klf3) reveals a role in adipogenesis. Mol Cell Biol, 2008. 28(12): p. 3967-78. W5. Alder, J.K., et al., Kruppel-like factor 4 is essential for inflammatory monocyte differentiation in vivo. J Immunol, 2008. 180(8): p. 5645-52. Figure 1: Elevated WCC (A) and inflammatory markers (B) in BMDM after LPS stimulation. 1. Total WCC in adult mice (3-6 months old) of the indicated genotypes. There is a statistically significant increase in the WCC in Klf3-/- v wild type mice (P<0.001 by student's t test). B. Time course (hours) after LPS stimulation of confluent BMDM. Klf3 is induced 3-fold by LPS and KLF3-target genes such as Lgals3 are not fully repressed by 21 hours in knockout mice. Figure 1 Disclosures Perkins: Novartis Oncology: Honoraria, Membership on an entity's Board of Directors or advisory committees.


10.29007/v7qj ◽  
2020 ◽  
Author(s):  
Magali Champion ◽  
Julien Chiquet ◽  
Pierre Neuvial ◽  
Mohamed Elati ◽  
François Radvanyi ◽  
...  

Comparison between tumoral and healthy cells may reveal abnormal regulation behaviors between a transcription factor and the genes it regulates, without exhibiting differential expression of the former genes. We propose a methodology for the identification of transcription factors involved in the deregulation of genes in tumoral cells. This strategy is based on the inference of a reference gene regulatory network that connects transcription factors to their downstream targets using gene expression data. Gene expression levels in tumor samples are then carefully compared to this reference network to detect deregulated target genes. A linear model is finally used to measure the ability of each transcription factor to explain these deregulations. We assess the performance of our method by numerical experiments on a public bladder cancer data set derived from the Cancer Genome Atlas project. We identify genes known for their implication in the development of specific bladder cancer subtypes as well as new potential biomarkers.


2003 ◽  
Vol 75 (11-12) ◽  
pp. 1757-1769 ◽  
Author(s):  
P. J. Kushner ◽  
P. Webb ◽  
R. M. Uht ◽  
M.-M. Liu ◽  
R. H. Price

The estrogen receptors alpha and beta (ERα and ERβ) mediate the changes in gene expression from physiological and environmental estrogens. Early studies identified classical estrogen response elements (EREs) in the promoter region of target genes whose expression is regulated by estrogen and to which the ERs bind via their DNA-binding domain (DBD). EREs in the pituitary prolactin promoter, for example, mediate an activation by both ERα and ERβ albeit with different affinities for different ligands. Full activation in most cell types requires the integrity of the activation function 2 (AF-2) in the receptors ligand binding domain (LBD), which is engaged by estrogens and disengaged by tamoxifen, raloxifene, and other antiestrogens. However, in some cells and ERE contexts, the AF-1 in the ERα amino terminal domain (NTD) is sufficient. We now know that ERs also regulate expression of target genes that do not have EREs, but instead have various kinds of alternative response elements that bind heterologous transcription factors whose activity is regulated by interactions with ERs. Thus, ERα activates genes, including collagenase and cyclin D1, an important mediator of cellular proliferation, by AP-1 and CRE sites, which bind Jun/Fos or Jun/ATF-2 transcription factors. ERα also activates gene expression through GC-rich elements that bind the SP1 transcription factor. Finally, we also know that ERs mediate inhibition of the expression of many genes. In one well-studied instance, ERs counterexpression of genes involved in the inflammatory response by inhibiting the action at tumor necrosis factor response elements (TNF-REs) that bind the NFkappaB transcription factor. ERβ is especially efficient at this inhibition. ERα activation of AP-1/CRE target genes is of special interest because of the putative role of these target genes in mediating proliferation. The AF-1 and AF-2 functions of ERα are both needed for this activation in most cell types. However, in uterine cells, the AF-1 function is sufficient. Thus, the antiestrogen tamoxifen, which allows AF-1, mimics estrogen and drives activation of AP-1/CRE target genes and proliferation of uterine cells. This estrogen-like action, which can increase the risk of uterine cancer, complicates the use of tamoxifen to prevent breast cancer. Surprisingly, ERβ inhibits AP-1/CRE target genes in the presence of estrogen. When both receptors are present, ERβ efficiently opposes activation by ERα. Moreover, ERβ activates the AP-1/CRE target genes in the presence of antiestrogens especially so-called "complete" antiestrogens raloxifene, and ICI 182, 780. We here review the evidence for different kinds of promoter elements that mediate ER action, for the differential ligand preferences of ERα and ERβ at these different elements, and the potential mechanisms by which they are mediated. One attractive strategy for the investigation and comparison of potential environmental estrogens is to assay their activity in cell culture systems using reporter genes with simplified promoter elements. Thus, the findings of complexity in ERα and ERβ activation at different types of response elements needs to be taken into account in the development and interpretation of assays using simplified promoter elements systems.


2016 ◽  
Author(s):  
Liming Lai ◽  
Jason Hennessey ◽  
Valerie Bares ◽  
Eun Woo Son ◽  
Yuguang Ban ◽  
...  

ABSTRACTInterpretation of high-throughput genomics data based on biological pathways constitutes a constant challenge, partly because of the lack of supporting pathway database. In this study, we created a functional genomics knowledgebase in mouse, which includes 33,261 pathways and gene sets compiled from 40 sources such as Gene Ontology, KEGG, GeneSetDB, PANTHER, microRNA and transcription factor target genes, etc. In addition, we also manually collected and curated 8,747 lists of differentially expressed genes from 2,526 published gene expression studies to enable the detection of similarity to previously reported gene expression signatures. These two types of data constitute a Gene Set Knowledgebase (GSKB), which can be readily used by various pathway analysis software such as gene set enrichment analysis (GSEA). Using our knowledgebase, we were able to detect the correct microRNA (miR-29) pathway that was suppressed using antisense oligonucleotides and confirmed its role in inhibiting fibrogenesis, which might involve upregulation of transcription factor SMAD3. The knowledgebase can be queried as a source of published gene lists for further meta-analysis. Through meta-analysis of 56 published gene lists related to retina cells, we revealed two fundamentally different types of gene expression changes. One is related to stress and inflammatory response blamed for causing blindness in many diseases; the other associated with visual perception by normal retina cells. GSKB is available online at http://ge-lab.org/gs/, and also as a Bioconductor package (gskb, https://bioconductor.org/packages/gskb/). This database enables in-depth interpretation of mouse genomics data both in terms of known pathways and the context of thousands of published expression signatures.


2021 ◽  
Author(s):  
Lindsay A. Phillips ◽  
Markle L. Atienza ◽  
Jae-Ryeon Ryu ◽  
Pia C. Svendsen ◽  
Lynn K. Kelemen ◽  
...  

AbstractVentral leg patterning in Drosophila is controlled by the expression of the redundant T-box Transcription factors midline (mid) and H15. Here we show that mid represses the Dpp-activated gene Daughters against decapentaplegic (Dad) through a consensus TBE site in the minimal enhancer, Dad13. Mutating the Dad13 DNA sequence results in an increased and broadening of Dad expression. We further demonstrate that the engrailed-homology-1 domain of Mid is critical for regulating the levels of phospho-Mad, a transducer of Dpp-signaling. However, we find that mid does not affect all Dpp-target genes as we demonstrate that brinker (brk) expression is unresponsive to mid. This study further illuminates the interplay between mechanisms involved in determination of cellular fate and the varied roles of mid.Summary statementVentral patterning is controlled in part by the T-box Transcription factor midline blocking Dpp signaling and Dpp-activated genes, though midline does not affect the Dpp-repressed gene brk.


2021 ◽  
Vol 4 (11) ◽  
pp. e202101075
Author(s):  
Stephen Henderson ◽  
Venu Pullabhatla ◽  
Arnulf Hertweck ◽  
Emanuele de Rinaldis ◽  
Javier Herrero ◽  
...  

Gene expression programs controlled by lineage-determining transcription factors are often conserved between species. However, infectious diseases have exerted profound evolutionary pressure, and therefore the genes regulated by immune-specific transcription factors might be expected to exhibit greater divergence. T-bet (Tbx21) is the immune-specific, lineage-specifying transcription factor for T helper type I (Th1) immunity, which is fundamental for the immune response to intracellular pathogens but also underlies inflammatory diseases. We compared T-bet genomic targets between mouse and human CD4+ T cells and correlated T-bet binding patterns with species-specific gene expression. Remarkably, we found that the majority of T-bet target genes are conserved between mouse and human, either via preservation of binding sites or via alternative binding sites associated with transposon-linked insertion. Species-specific T-bet binding was associated with differences in transcription factor–binding motifs and species-specific expression of associated genes. These results provide a genome-wide cross-species comparison of Th1 gene regulation that will enable more accurate translation of genetic targets and therapeutics from pre-clinical models of inflammatory and infectious diseases and cancer into human clinical trials.


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