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1.
Cell Death Dis ; 14(12): 824, 2023 12 13.
Article in English | MEDLINE | ID: mdl-38092740

ABSTRACT

Triple-negative breast cancer (TNBC) is characterized by its aggressiveness and resistance to cancer-specific transcriptome alterations. Alternative splicing (AS) is a major contributor to the diversification of cancer-specific transcriptomes. The TNBC transcriptome landscape is characterized by aberrantly spliced isoforms that promote tumor growth and resistance, underscoring the need to identify approaches that reprogram AS circuitry towards transcriptomes, favoring a delay in tumorigenesis or responsiveness to therapy. We have previously shown that flavonoid apigenin is associated with splicing factors, including heterogeneous nuclear ribonucleoprotein A2 (hnRNPA2). Here, we showed that apigenin reprograms TNBC-associated AS transcriptome-wide. The AS events affected by apigenin were statistically enriched in hnRNPA2 substrates. Comparative transcriptomic analyses of human TNBC tumors and non-tumor tissues showed that apigenin can switch cancer-associated alternative spliced isoforms (ASI) to those found in non-tumor tissues. Apigenin preferentially affects the splicing of anti-apoptotic and proliferation factors, which are uniquely observed in cancer cells, but not in non-tumor cells. Apigenin switches cancer-associated aberrant ASI in vivo in TNBC xenograft mice by diminishing proliferation and increasing pro-apoptotic ASI. In accordance with these findings, apigenin increased apoptosis and reduced tumor proliferation, thereby halting TNBC growth in vivo. Our results revealed that apigenin reprograms transcriptome-wide TNBC-specific AS, thereby inducing apoptosis and hindering tumor growth. These findings underscore the impactful effects of nutraceuticals in altering cancer transcriptomes, offering new options to influence outcomes in TNBC treatments.


Subject(s)
Alternative Splicing , Triple Negative Breast Neoplasms , Humans , Animals , Mice , Alternative Splicing/genetics , Transcriptome/genetics , Cell Line, Tumor , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism , Apigenin/pharmacology , Apoptosis/genetics , Protein Isoforms/metabolism , Cell Proliferation/genetics
2.
Plant Biotechnol J ; 21(9): 1887-1903, 2023 09.
Article in English | MEDLINE | ID: mdl-37335591

ABSTRACT

Pennycress (Thlaspi arvense L.), a member of the Brassicaceae family, produces seed oil high in erucic acid, suitable for biodiesel and aviation fuel. Although pennycress, a winter annual, could be grown as a dedicated bioenergy crop, an increase in its seed oil content is required to improve its economic competitiveness. The success of crop improvement relies upon finding the right combination of biomarkers and targets, and the best genetic engineering and/or breeding strategies. In this work, we combined biomass composition with metabolomic and transcriptomic studies of developing embryos from 22 pennycress natural variants to identify targets for oil improvement. The selected accession collection presented diverse levels of fatty acids at maturity ranging from 29% to 41%. Pearson correlation analyses, weighted gene co-expression network analysis and biomarker identifications were used as complementary approaches to detect associations between metabolite level or gene expression and oil content at maturity. The results indicated that improving seed oil content can lead to a concomitant increase in the proportion of erucic acid without affecting the weight of embryos. Processes, such as carbon partitioning towards the chloroplast, lipid metabolism, photosynthesis, and a tight control of nitrogen availability, were found to be key for oil improvement in pennycress. Besides identifying specific targets, our results also provide guidance regarding the best timing for their modification, early or middle maturation. Thus, this work lays out promising strategies, specific for pennycress, to accelerate the successful development of lines with increased seed oil content for biofuel applications.


Subject(s)
Brassicaceae , Transcriptome , Transcriptome/genetics , Erucic Acids/metabolism , Plant Breeding , Brassicaceae/genetics , Brassicaceae/metabolism , Plant Oils/metabolism , Seeds/genetics
3.
G3 (Bethesda) ; 12(6)2022 05 30.
Article in English | MEDLINE | ID: mdl-35416986

ABSTRACT

The Brassicaceae family comprises more than 3,700 species with a diversity of phenotypic characteristics, including seed oil content and composition. Recently, the global interest in Thlaspi arvense L. (pennycress) has grown as the seed oil composition makes it a suitable source for biodiesel and aviation fuel production. However, many wild traits of this species need to be domesticated to make pennycress ideal for cultivation. Molecular breeding and engineering efforts require the availability of an accurate genome sequence of the species. Here, we describe pennycress genome annotation improvements, using a combination of long- and short-read transcriptome data obtained from RNA derived from embryos of 22 accessions, in addition to public genome and gene expression information. Our analysis identified 27,213 protein-coding genes, as well as on average 6,188 biallelic SNPs. In addition, we used the identified SNPs to evaluate the population structure of our accessions. The data from this analysis support that the accession Ames 32872, originally from Armenia, is highly divergent from the other accessions, while the accessions originating from Canada and the United States cluster together. When we evaluated the likely signatures of natural selection from alternative SNPs, we found 7 candidate genes under likely recent positive selection. These genes are enriched with functions related to amino acid metabolism and lipid biosynthesis and highlight possible future targets for crop improvement efforts in pennycress.


Subject(s)
Thlaspi , Biofuels , Plant Oils/metabolism , Seeds/genetics , Thlaspi/genetics , Thlaspi/metabolism , Transcriptome
4.
Database (Oxford) ; 20202020 12 11.
Article in English | MEDLINE | ID: mdl-33306801

ABSTRACT

Camelina is an annual oilseed plant from the Brassicaceae family that is gaining momentum as a biofuel winter cover crop. However, a significant limitation in further enhancing its utility as a producer of oils that can be used as biofuels, jet fuels or bio-based products is the absence of a repository for all the gene expression and regulatory information that is being rapidly generated by the community. Here, we provide CamRegBase (https://camregbase.org/) as a one-stop resource to access Camelina information on gene expression and co-expression, transcription factors, lipid associated genes and genome-wide orthologs in the close-relative reference plant Arabidopsis. We envision this as a resource of curated information for users, as well as a repository of new gene regulation information.


Subject(s)
Arabidopsis , Brassicaceae , Biofuels , Brassicaceae/genetics , Plant Oils , Transcription Factors
5.
Nat Commun ; 11(1): 5276, 2020 Oct 14.
Article in English | MEDLINE | ID: mdl-33057182

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

6.
Nat Commun ; 11(1): 2456, 2020 05 15.
Article in English | MEDLINE | ID: mdl-32415123

ABSTRACT

Anthocyanin pigments furnish a powerful visual output of the stress and metabolic status of Arabidopsis thaliana plants. Essential for pigment accumulation is TRANSPARENT TESTA19 (TT19), a glutathione S-transferase proposed to bind and stabilize anthocyanins, participating in their vacuolar sequestration, a function conserved across the flowering plants. Here, we report the identification of genetic suppressors that result in anthocyanin accumulation in the absence of TT19. We show that mutations in RDR6, SGS3, or DCL4 suppress the anthocyanin defect of tt19 by pushing carbon towards flavonoid biosynthesis. This effect is not unique to tt19 and extends to at least one other anthocyanin pathway gene mutant. This synergy between mutations in components of the RDR6-SGS3-DCL4 siRNA system and the flavonoid pathway reveals genetic/epigenetic mechanisms regulating metabolic fluxes.


Subject(s)
Anthocyanins/metabolism , Arabidopsis Proteins/metabolism , Arabidopsis/metabolism , Carbon/metabolism , RNA, Small Interfering/metabolism , RNA-Dependent RNA Polymerase/metabolism , Ribonuclease III/metabolism , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Base Sequence , Gene Expression Regulation, Plant , Genes, Suppressor , Genotype , Glutathione Transferase/genetics , Mutation/genetics , Phenotype , Pigmentation/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Seedlings/growth & development , Sugars/metabolism
7.
Plant Sci ; 291: 110335, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31928687

ABSTRACT

The visual phenotypes afforded by flavonoid pigments have provided invaluable tools for modern genetics. Many Arabidopsis transparent testa (tt) mutants lacking the characteristic proanthocyanidin (PA) seed coat pigmentation and often failing to accumulate anthocyanins in vegetative tissues have been characterized. These mutants have significantly contributed to our understanding of flavonoid biosynthesis, regulation, and transport. A comprehensive screening for tt mutants in available large T-DNA collection lines resulted in the identification of 16 independent lines lacking PAs and anthocyanins, or with seed coat pigmentation clearly distinct from wild type. Segregation analyses and the characterization of second alleles in the genes disrupted by the indexed T-DNA insertions demonstrated that all the lines contained at least one additional mutation responsible for the tt phenotypes. Using a combination of RNA-Seq and whole genome re-sequencing and confirmed through complementation, we show here that these mutations correspond to novel alleles of ttg1 (two alleles), tt3 (two alleles), tt5 (two alleles), ban (two alleles), tt1 (two alleles), and tt8 (six alleles), which harbored additional T-DNA insertions, indels, missense mutations, and large genomic deletion. Several of the identified alleles offer interesting perspectives on flavonoid biosynthesis and regulation.


Subject(s)
Arabidopsis/genetics , DNA, Bacterial/genetics , DNA, Plant/genetics , Flavonoids/genetics , Alleles , Arabidopsis/metabolism , DNA, Bacterial/metabolism , DNA, Plant/metabolism , Flavonoids/metabolism , Mutation , Pigmentation
8.
Methods Mol Biol ; 1629: 207-223, 2017.
Article in English | MEDLINE | ID: mdl-28623588

ABSTRACT

Developing a knowledge base that contains all the information necessary for the researcher studying gene regulation in a particular organism can be accomplished in four stages. This begins with defining the data scope. We describe here the necessary information and resources, and outline the methods for obtaining data. The second stage consists of designing the schema, which involves defining the entire arrangement of the database in a systematic plan. The third stage is the implementation, defined by actualization of the database by using software according to a predefined schema. The final stage is development, where the database is made available to users in a web-accessible system. The result is a knowledgebase that integrates all the information pertaining to gene regulation, and which is easily expandable and transferable.


Subject(s)
Databases, Genetic , Gene Expression Regulation, Plant , Gene Regulatory Networks , Knowledge Bases , Plants/genetics , Binding Sites , Chromosome Mapping , Computational Biology/methods , Database Management Systems/instrumentation , Plants/metabolism , Protein Binding , Search Engine , Software , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription Initiation Site , User-Computer Interface , Web Browser
9.
Mol Plant ; 10(3): 498-515, 2017 03 06.
Article in English | MEDLINE | ID: mdl-27871810

ABSTRACT

The translation of the genotype into phenotype, represented for example by the expression of genes encoding enzymes required for the biosynthesis of phytochemicals that are important for interaction of plants with the environment, is largely carried out by transcription factors (TFs) that recognize specific cis-regulatory elements in the genes that they control. TFs and their target genes are organized in gene regulatory networks (GRNs), and thus uncovering GRN architecture presents an important biological challenge necessary to explain gene regulation. Linking TFs to the genes they control, central to understanding GRNs, can be carried out using gene- or TF-centered approaches. In this study, we employed a gene-centered approach utilizing the yeast one-hybrid assay to generate a network of protein-DNA interactions that participate in the transcriptional control of genes involved in the biosynthesis of maize phenolic compounds including general phenylpropanoids, lignins, and flavonoids. We identified 1100 protein-DNA interactions involving 54 phenolic gene promoters and 568 TFs. A set of 11 TFs recognized 10 or more promoters, suggesting a role in coordinating pathway gene expression. The integration of the gene-centered network with information derived from TF-centered approaches provides a foundation for a phenolics GRN characterized by interlaced feed-forward loops that link developmental regulators with biosynthetic genes.


Subject(s)
Phenols/metabolism , Zea mays/genetics , Zea mays/metabolism , Chromatin Immunoprecipitation , Gene Expression Regulation/genetics , Gene Regulatory Networks/genetics , Phenylpropionates/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism
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