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1.
Hum Genomics ; 18(1): 64, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38872198

ABSTRACT

BACKGROUND: The 22q11.2 deletion syndrome (22q11.2DS) is a microdeletion syndrome with highly variable phenotypic manifestations, even though most patients present the typical 3 Mb microdeletion, usually affecting the same ~ 106 genes. One of the genes affected by this deletion is DGCR8, which plays a crucial role in miRNA biogenesis. Therefore, the haploinsufficiency of DGCR8 due to this microdeletion can alter the modulation of the expression of several miRNAs involved in a range of biological processes. RESULTS: In this study, we used next-generation sequencing to evaluate the miRNAs profiles in the peripheral blood of 12 individuals with typical 22q11DS compared to 12 healthy matched controls. We used the DESeq2 package for differential gene expression analysis and the DIANA-miTED dataset to verify the expression of differentially expressed miRNAs in other tissues. We used miRWalk to predict the target genes of differentially expressed miRNAs. Here, we described two differentially expressed miRNAs in patients compared to controls: hsa-miR-1304-3p, located outside the 22q11.2 region, upregulated in patients, and hsa-miR-185-5p, located in the 22q11.2 region, which showed downregulation. Expression of miR-185-5p is observed in tissues frequently affected in patients with 22q11DS, and previous studies have reported its downregulation in individuals with 22q11DS. hsa-miR-1304-3p has low expression in blood and, thus, needs more validation, though using a sensitive technology allowed us to identify differences in expression between patients and controls. CONCLUSIONS: Thus, lower expression of miR-185-5p can be related to the 22q11.2 deletion and DGCR8 haploinsufficiency, leading to phenotypic consequences in 22q11.2DS patients, while higher expression of hsa-miR-1304-3p might be related to individual genomic variances due to the heterogeneous background of the Brazilian population.


Subject(s)
DiGeorge Syndrome , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , MicroRNAs , Humans , MicroRNAs/genetics , MicroRNAs/blood , Male , Female , DiGeorge Syndrome/genetics , DiGeorge Syndrome/pathology , Child , Adolescent , Adult , Case-Control Studies , RNA-Binding Proteins/genetics , Gene Expression Regulation/genetics , Haploinsufficiency/genetics , Young Adult
2.
Genes (Basel) ; 15(5)2024 04 25.
Article in English | MEDLINE | ID: mdl-38790178

ABSTRACT

Recent evidence suggests that human gene promoters display gene expression regulatory mechanisms beyond the typical single gene local transcription modulation. In mammalian genomes, genes with an associated bidirectional promoter are abundant; bidirectional promoter architecture serves as a regulatory hub for a gene pair expression. However, it has been suggested that its contribution to transcriptional regulation might exceed local transcription initiation modulation. Despite their abundance, the functional consequences of bidirectional promoter architecture remain largely unexplored. This work studies the long-range gene expression regulatory role of a long non-coding RNA gene promoter using chromosome conformation capture methods. We found that this particular bidirectional promoter contributes to distal gene expression regulation in a target-specific manner by establishing promoter-promoter interactions. In particular, we validated that the promoter-promoter interactions of this regulatory element with the promoter of distal gene BBX contribute to modulating the transcription rate of this gene; removing the bidirectional promoter from its genomic context leads to a rearrangement of BBX promoter-enhancer interactions and to increased gene expression. Moreover, long-range regulatory functionality is not directly dependent on its associated non-coding gene pair expression levels.


Subject(s)
Gene Expression Regulation , Promoter Regions, Genetic , RNA, Long Noncoding , Humans , RNA, Long Noncoding/genetics , Gene Expression Regulation/genetics , Transcription, Genetic , Enhancer Elements, Genetic
3.
NPJ Syst Biol Appl ; 10(1): 60, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38811585

ABSTRACT

The amazing complexity of gene regulatory circuits, and biological systems in general, makes mathematical modeling an essential tool to frame and develop our understanding of their properties. Here, we present some fundamental considerations to develop and analyze a model of a gene regulatory circuit of interest, either representing a natural, synthetic, or theoretical system. A mathematical model allows us to effectively evaluate the logical implications of our hypotheses. Using our models to systematically perform in silico experiments, we can then propose specific follow-up assessments of the biological system as well as to reformulate the original assumptions, enriching both our knowledge and our understanding of the system. We want to invite the community working on different aspects of gene regulatory circuits to explore the power and benefits of mathematical modeling in their system.


Subject(s)
Gene Regulatory Networks , Humans , Computational Biology/methods , Computer Simulation , Gene Expression Regulation/genetics , Gene Regulatory Networks/genetics , Models, Genetic , Systems Biology/methods
4.
Front Biosci (Schol Ed) ; 16(1): 4, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38538340

ABSTRACT

Genome-wide association studies (GWAS) have mapped over 90% of disease- and quantitative-trait-associated variants within the non-coding genome. Non-coding regulatory DNA (e.g., promoters and enhancers) and RNA (e.g., 5' and 3' UTRs and splice sites) are essential in regulating temporal and tissue-specific gene expressions. Non-coding variants can potentially impact the phenotype of an organism by altering the molecular recognition of the cis-regulatory elements, leading to gene dysregulation. However, determining causality between non-coding variants, gene regulation, and human disease has remained challenging. Experimental and computational methods have been developed to understand the molecular mechanism involved in non-coding variant interference at the transcriptional and post-transcriptional levels. This review discusses recent approaches to evaluating disease-associated single-nucleotide variants (SNVs) and determines their impact on transcription factor (TF) binding, gene expression, chromatin conformation, post-transcriptional regulation, and translation.


Subject(s)
Gene Expression Regulation , Genome-Wide Association Study , Humans , Gene Expression Regulation/genetics , Regulatory Sequences, Nucleic Acid , Promoter Regions, Genetic , Protein Binding , Polymorphism, Single Nucleotide/genetics
5.
Sci Rep ; 12(1): 2038, 2022 02 07.
Article in English | MEDLINE | ID: mdl-35132125

ABSTRACT

Insulin-like growth factor 2 (IGF2) and autophagy-related genes have been proposed as biomolecules of interest related to idiopathic Parkinson's disease (PD). The objective of this study was to determine the IGF2 and IGF1 levels in plasma and peripheral blood mononuclear cells (PBMCs) from patients with moderately advanced PD and explore the potential correlation with autophagy-related genes in the same blood samples. IGF1 and IGF2 levels in patients' plasma were measured by ELISA, and the IGF2 expression levels were determined by real-time PCR and Western blot in PBMCs. The expression of autophagy-related genes was evaluated by real-time PCR. The results show a significant decrease in IGF2 plasma levels in PD patients compared with a healthy control group. We also report a dramatic decrease in IGF2 mRNA and protein levels in PBMCs from PD patients. In addition, we observed a downregulation of key components of the initial stages of the autophagy process. Although IGF2 levels were not directly correlated with disease severity, we found a correlation between its levels and autophagy gene profile expression in a sex-dependent pattern from the same samples. To further explore this correlation, we treated mice macrophages cell culture with α-synuclein and IGF2. While α-synuclein treatment decreased levels Atg5, IGF2 treatment reverted these effects, increasing Atg5 and Beclin1 levels. Our results suggest a relationship between IGF2 levels and the autophagy process in PD and their potential application as multi-biomarkers to determine PD patients' stages of the disease.


Subject(s)
Autophagy/genetics , Gene Expression Regulation/genetics , Gene Expression/genetics , Insulin-Like Growth Factor II/genetics , Insulin-Like Growth Factor II/metabolism , Parkinson Disease/diagnosis , Parkinson Disease/genetics , Animals , Autophagy-Related Protein 5/metabolism , Beclin-1/metabolism , Cells, Cultured , Humans , Insulin-Like Growth Factor II/pharmacology , Mice , RNA, Messenger/genetics , RNA, Messenger/metabolism , Severity of Illness Index , alpha-Synuclein/pharmacology
6.
Genes (Basel) ; 12(12)2021 12 17.
Article in English | MEDLINE | ID: mdl-34946949

ABSTRACT

DNA methylation and histone posttranslational modifications are epigenetics processes that contribute to neurophenotype of Down Syndrome (DS). Previous reports present strong evidence that nonhistone high-mobility-group N proteins (HMGN) are epigenetic regulators. They play important functions in various process to maintain homeostasis in the brain. We aimed to analyze the differential expression of five human HMGN genes in some brain structures and age ranks from DS postmortem brain samples. Methodology: We performed a computational analysis of the expression of human HMGN from the data of a DNA microarray experiment (GEO database ID GSE59630). Using the transformed log2 data, we analyzed the differential expression of five HMGN genes in several brain areas associated with cognition in patients with DS. Moreover, using information from different genome databases, we explored the co-expression and protein interactions of HMNGs with the histones of nucleosome core particle and linker H1 histone. Results: We registered that HMGN1 and HMGN5 were significantly overexpressed in the hippocampus and areas of prefrontal cortex including DFC, OFC, and VFC of DS patients. Age-rank comparisons between euploid control and DS individuals showed that HMGN2 and HMGN4 were overexpressed in the DS brain at 16 to 22 gestation weeks. From the BioGRID database, we registered high interaction scores of HMGN2 and HMGN4 with Hist1H1A and Hist1H3A. Conclusions: Overall, our results give strong evidence to propose that DS would be an epigenetics-based aneuploidy. Remodeling brain chromatin by HMGN1 and HMGN5 would be an essential pathway in the modification of brain homeostasis in DS.


Subject(s)
Cognition/physiology , Down Syndrome/genetics , HMGN Proteins/genetics , Brain/metabolism , Brain Mapping/methods , Databases, Genetic , Down Syndrome/metabolism , Epigenesis, Genetic/genetics , Gene Expression/genetics , Gene Expression Profiling/methods , Gene Expression Regulation/genetics , HMGN Proteins/metabolism , HMGN1 Protein/genetics , HMGN2 Protein/genetics , Hippocampus/metabolism , Humans , Nucleosomes/genetics , Prefrontal Cortex/metabolism , Trans-Activators/genetics , Transcription Factors/genetics , Transcriptome/genetics
7.
Sci Rep ; 11(1): 21671, 2021 11 04.
Article in English | MEDLINE | ID: mdl-34737385

ABSTRACT

Trypanosoma cruzi-the causative agent of Chagas disease-like other kinetoplastids, relies mostly on post-transcriptional mechanisms for regulation of gene expression. However, trypanosomatids undergo drastic changes in nuclear architecture and chromatin structure along their complex life cycle which, combined with a remarkable set of reversible histone post-translational modifications, indicate that chromatin is also a target for control of gene expression and differentiation signals in these organisms. Chromatin-modifying enzymes have a direct impact on gene expression programs and DNA metabolism. In this work, we have investigated the function of T. cruzi histone deacetylase 4 (TcHDAC4). We show that, although TcHDAC4 is not essential for viability, metacyclic trypomastigote TcHDAC4 null mutants show a thin cell body and a round and less condensed nucleus located very close to the kinetoplast. Sixty-four acetylation sites were quantitatively evaluated, which revealed H2AT85ac, H4K10ac and H4K78ac as potential target sites of TcHDAC4. Gene expression analyses identified three chromosomes with overrepresented regions of differentially expressed genes in the TcHDAC4 knockout mutant compared with the wild type, showing clusters of either up or downregulated genes. The adjacent chromosomal location of some of these genes indicates that TcHDAC4 participates in gene expression regulation during T. cruzi differentiation.


Subject(s)
Gene Expression Regulation/genetics , Histone Deacetylases/deficiency , Histone Deacetylases/genetics , Trypanosoma cruzi/genetics , Acetylation , Animals , Cell Culture Techniques , Chagas Disease/genetics , Chlorocebus aethiops , Chromatin/metabolism , Gene Expression/genetics , Humans , Life Cycle Stages/genetics , Protein Processing, Post-Translational/genetics , Protozoan Proteins/genetics , Repressor Proteins/deficiency , Repressor Proteins/genetics , Trypanosoma cruzi/metabolism , Vero Cells
8.
Genes (Basel) ; 12(10)2021 10 13.
Article in English | MEDLINE | ID: mdl-34681002

ABSTRACT

BACKGROUND: Suicide behavior (SB) has been highly associated with the response to stress and the hypothalamic-pituitary-adrenal (HPA) axis. The aim of this study was to summarize the results obtained in genetic studies that analyzed the HPA axis-stress pathway and SB through a systematic review. METHODS: We performed an online search in PubMed, EBSCO, Web of Science, Scopus, and PsycoInfo databases up to May 2021. We followed the PRISMA guidelines for systematic reviews. We included case-control and expression studies that provided data on mRNA expression and single-nucleotide polymorphisms of genes associated with SB. RESULTS: A total of 21,926 individuals participated across 41 studies (not repeats); 34 studies provided data on single-nucleotide polymorphisms in 21,284 participants and 11 studies reported data on mRNA expression in 1034 participants. Ten genes were identified: FKBP5, CRH, CRHBP, CRHR1, CRHR2, NR3C1, NR3C2, SKA2, MC2R, and POMC. CONCLUSIONS: Our findings suggest that key stress pathway genes are significantly associated with SB and show potential as biomarkers for SB.


Subject(s)
Genetic Association Studies , Hypothalamo-Hypophyseal System/physiology , Stress, Psychological/genetics , Suicide/psychology , Gene Expression Regulation/genetics , Gene-Environment Interaction , Humans , Polymorphism, Single Nucleotide/genetics , Stress, Psychological/psychology , Suicide Prevention
9.
Life Sci ; 286: 120044, 2021 Dec 01.
Article in English | MEDLINE | ID: mdl-34637792

ABSTRACT

AIM: To elucidate the mechanism behind the sustained high levels of phosphorylated eIF2α in HaCaT cells post-UVB. MAIN METHODS: In this study, expression levels of the machinery involved in the dephosphorylation of eIF2α (GADD34, CReP and PP1), as well as the PERK-eIF2α-ATF4-CHOP, IRE1α/XBP1s and ATF6α signaling cascades, were analyzed by western blot and fluorescence microscope. KEY FINDINGS: Our data showed that UVB induces the phosphorylation of eIF2α, which induces the translation of ATF4 and consequently the expression of CHOP and GADD34. Nevertheless, UVB also suppresses the translation of ATF4 and GADD34 in HaCaT cells via a p-eIF2α independent mechanism. Therefore, the lack of ATF4, GADD34 and CReP is responsible for the sustained phosphorylation of eIF2α. Finally, our data also showed that UVB selectively modifies PERK and downregulates ATF6α expression but does not induce activation of the IRE1α/XBP1s pathway in HaCaT cells. SIGNIFICANCE: Novel mechanism to explain the prolonged phosphorylation of eIF2α post-UVB irradiation.


Subject(s)
Eukaryotic Initiation Factor-2/metabolism , Keratinocytes/radiation effects , Activating Transcription Factor 4/metabolism , Cell Line , Endoribonucleases/metabolism , Gene Expression/genetics , Gene Expression Regulation/genetics , Humans , Keratinocytes/metabolism , Phosphorylation , Protein Biosynthesis , Protein Phosphatase 1/metabolism , Protein Serine-Threonine Kinases/metabolism , Signal Transduction/genetics , Transcription Factor CHOP/metabolism , Ultraviolet Rays/adverse effects , eIF-2 Kinase/metabolism
10.
Am J Physiol Endocrinol Metab ; 321(5): E592-E605, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34541875

ABSTRACT

Deletion of mechanistic target of rapamycin complex 2 (mTORC2) essential component rapamycin insensitive companion of mTOR (Rictor) by a Cre recombinase under control of the broad, nonadipocyte-specific aP2/FABP4 promoter impairs thermoregulation and brown adipose tissue (BAT) glucose uptake on acute cold exposure. We investigated herein whether adipocyte-specific mTORC2 deficiency affects BAT and inguinal white adipose tissue (iWAT) signaling, metabolism, and thermogenesis in cold-acclimated mice. For this, 8-wk-old male mice bearing Rictor deletion and therefore mTORC2 deficiency in adipocytes (adiponectin-Cre) and littermates controls were either kept at thermoneutrality (30 ± 1°C) or cold-acclimated (10 ± 1°C) for 14 days and evaluated for BAT and iWAT signaling, metabolism, and thermogenesis. Cold acclimation inhibited mTORC2 in BAT and iWAT, but its residual activity is still required for the cold-induced increases in BAT adipocyte number, total UCP-1 content and mRNA levels of proliferation markers Ki67 and cyclin 1 D, and de novo lipogenesis enzymes ATP-citrate lyase and acetyl-CoA carboxylase. In iWAT, mTORC2 residual activity is partially required for the cold-induced increases in multilocular adipocytes, mitochondrial mass, and uncoupling protein 1 (UCP-1) content. Conversely, BAT mTORC1 activity and BAT and iWAT glucose uptake were upregulated by cold independently of mTORC2. Noteworthy, the impairment in BAT and iWAT total UCP-1 content and thermogenic capacity induced by adipocyte mTORC2 deficiency had no major impact on whole body energy expenditure in cold-acclimated mice due to a compensatory activation of muscle shivering. In conclusion, adipocyte mTORC2 deficiency impairs, through different mechanisms, BAT and iWAT total UCP-1 content and thermogenic capacity in cold-acclimated mice, without affecting glucose uptake and whole body energy expenditure.NEW & NOTEWORTHY BAT and iWAT mTORC2 is inhibited by cold acclimation, but its residual activity is required for cold-induced increases in total UCP-1 content and thermogenic capacity, but not glucose uptake and mTORC1 activity. The impaired BAT and iWAT total UCP-1 content and thermogenic capacity induced by adipocyte mTORC2 deficiency are compensated by activation of muscle shivering in cold-acclimated mice.


Subject(s)
Acclimatization/physiology , Adipocytes/metabolism , Adipose Tissue, Brown/physiology , Adipose Tissue, White/physiology , Energy Metabolism/physiology , Glucose/metabolism , Mechanistic Target of Rapamycin Complex 2/deficiency , Thermogenesis/genetics , Animals , Cold Temperature , Gene Deletion , Gene Expression Regulation/genetics , Gene Expression Regulation/physiology , Male , Mechanistic Target of Rapamycin Complex 2/genetics , Mice , Mice, Inbred C57BL , Uncoupling Protein 1
11.
Exp Mol Pathol ; 123: 104689, 2021 12.
Article in English | MEDLINE | ID: mdl-34592200

ABSTRACT

The aim of this study was to analyze the expression of mBD4, mBD3 and CRAMP in joint of mice with type II collagen-induced arthritis/CIA and to explore its possible association with IL-10, IL-4, IFN-γ, IL-17, MMP3, RANK/RANKL/OPG and histological parameters. METHODS: CIA was induced in 44 DBA/1 J mice. The joints from mice were classified into the onset, peak and remission phase of CIA. Histological sections were stained with hematoxylin-eosin and safranin O. The expression of CRAMP, mBD-3, mBD-4, and MMP-3 was evaluated using reverse transcription polymerase chain reaction (RT-PCR) and immunohistochemistry. The expression of IL-10, IL-4, IFN-γ, IL-17, RANK/RANKL/OPG was analyzed by RT-PCR. RESULTS: We observed that inflammation and immunostained cells for CRAMP increased in the peak and remission phases compared to the control group. In addition, increments in relative expressions of CRAMP were detected for the remission phase and in IL-4 and IL-17 in the peak phase compared to the control and onset phase. In addition, an increase in IL-10 in a peak phase compared to the control, as well as the relative expression of IFN-γ in remission phase was higher than in the onset phase. This was accompanied by an increase in cartilage damage in the peak phase compared to the control. Cells immunostained to MMP3 increased in the peak phase compared to the onset and control group, and relative expression of MMP3 was detected in the peak phase compared to the onset, remission, and control group. We observed that the relative expression of RANK and RANKL in the peak phase was higher than in control and onset phase. Finally, the relative expression of OPG in the peak phase compared to the onset, remission, and control group was detected. Regarding CRAMP behavior in the different phases studied, it was positively correlated with IL-4 and RANK, and showed a negative correlation with IFN-γ, IL-17, IL-10, RANKL, OPG and RANKL/OPG ratio in the control group. Also was positively correlated with IFN-γ, IL-17, IL-4, IL-10, as well as with RANK, RANKL, and OPG in the onset and peak phases of the CIA. In the peak phase, CRAMP showed a positive association with MMP3, and we observed a direct correlation between CRAMP and IFN-γ and RANKL/OPG ratio in remission phase. mBD3 correlates positively with IFN-γ, IL-17, IL-10, RANKL, OPG and RANKL/OPG ratio, and showed a negative correlation with CRAMP, MMP3, and RANK in the control group. Also, it was directly associated with IFN-γ, IL-17, IL-4, IL-10 and RANKL in the onset phase while it was inversely associated with CRAMP, MMP-3, RANK, RANKL, and OPG in the peak phase. Finally, mBD3 was inversely correlated with MMP3 in the remission phase and was directly associated with CRAMP, IFN-γ and RANKL/OPG ratio in this phase. mBD4 was directly associated with CRAMP, IFN-γ, IL-17, IL-4, IL-10, RANKL / OPG in the onset phase, and with CRAMP, IFN-γ, IL-17, IL-4, IL-10, MMP3, RANK, RANKL and OPG in the peak phase. Finally, mBD4 was positively associated with mBD3, IFN-γ, IL-17, IL-10, RANK, RANKL OPG and RANKL/OPG in the CIA remission phase. CONCLUSIONS: Our results demonstrate that CRAMP plays an important role in CIA progress and suggest that its abundance is associated with local pro- and anti-inflammatory status. This makes us propose CRAMP as a possible contributor of bone reconstruction in the last stage of CIA.


Subject(s)
Arthritis/genetics , Bone Remodeling/genetics , Cathelicidins/genetics , DNA-Binding Proteins/genetics , Transcription Factors/genetics , beta-Defensins/genetics , Animals , Arthritis/chemically induced , Arthritis/pathology , Collagen Type II/toxicity , Gene Expression Regulation/genetics , Humans , Inflammation/genetics , Inflammation/pathology , Mice
12.
Methods Mol Biol ; 2328: 99-113, 2021.
Article in English | MEDLINE | ID: mdl-34251621

ABSTRACT

The cell expresses various genes in specific contexts with respect to internal and external perturbations to invoke appropriate responses. Transcription factors (TFs) orchestrate and define the expression level of genes by binding to their regulatory regions. Dysregulated expression of TFs often leads to aberrant expression changes of their target genes and is responsible for several diseases including cancers. In the last two decades, several studies experimentally identified target genes of several TFs. However, these studies are limited to a small fraction of the total TFs encoded by an organism, and only for those amenable to experimental settings. Experimental limitations lead to many computational techniques having been proposed to predict target genes of TFs. Linear modeling of gene expression is one of the most promising computational approaches, readily applicable to the thousands of expression datasets available in the public domain across diverse phenotypes. Linear models assume that the expression of a gene is the sum of expression of TFs regulating it. In this chapter, I introduce mathematical programming for the linear modeling of gene expression, which has certain advantages over the conventional statistical modeling approaches. It is fast, scalable to genome level and most importantly, allows mixed integer programming to tune the model outcome with prior knowledge on gene regulation.


Subject(s)
Computational Biology/methods , Gene Expression Profiling/methods , Gene Expression Regulation/genetics , Gene Regulatory Networks/genetics , Programming, Linear , Transcription Factors/metabolism , Databases, Genetic , Models, Theoretical , Software , Transcription Factors/genetics
13.
Methods Mol Biol ; 2328: 25-46, 2021.
Article in English | MEDLINE | ID: mdl-34251618

ABSTRACT

Chromatin accessibility is directly linked with transcription in eukaryotes. Accessible regions associated with regulatory proteins are highly sensitive to DNase I digestion and are termed DNase I hypersensitive sites (DHSs). DHSs can be identified by DNase I digestion, followed by high-throughput DNA sequencing (DNase-seq). The single-base-pair resolution digestion patterns from DNase-seq allows identifying transcription factor (TF) footprints of local DNA protection that predict TF-DNA binding. The identification of differential footprinting between two conditions allows mapping relevant TF regulatory interactions. Here, we provide step-by-step instructions to build gene regulatory networks from DNase-seq data. Our pipeline includes steps for DHSs calling, identification of differential TF footprints between treatment and control conditions, and construction of gene regulatory networks. Even though the data we used in this example was obtained from Arabidopsis thaliana, the workflow developed in this guide can be adapted to work with DNase-seq data from any organism with a sequenced genome.


Subject(s)
Chromatin/metabolism , Chromosome Mapping/methods , DNA Footprinting/methods , Deoxyribonuclease I/metabolism , Gene Expression Regulation/genetics , Gene Regulatory Networks/genetics , High-Throughput Nucleotide Sequencing/methods , Arabidopsis/genetics , Arabidopsis/metabolism , Chromatin/genetics , Genomics , Protein Binding , Software , Transcription Factors/genetics , Transcription Factors/metabolism
14.
Methods Mol Biol ; 2328: 287-301, 2021.
Article in English | MEDLINE | ID: mdl-34251634

ABSTRACT

Genes are transcribed into various RNA molecules, and a portion of them called messenger RNA (mRNA) is then translated into proteins in the process known as gene expression. Gene expression is a high-energy demanding process, and aberrant expression changes often manifest into pathophysiology. Therefore, gene expression is tightly regulated by several factors at different levels. MicroRNAs (miRNAs) are one of the powerful post-transcriptional regulators involved in key biological processes and diseases. They inhibit the translation of their mRNA targets or degrade them in a sequence-specific manner, and hence control the rate of protein synthesis. In recent years, in response to experimental limitations, several computational methods have been proposed to predict miRNA target genes based on sequence complementarity and structural features. However, these predictions yield a large number of false positives. Integration of gene and miRNA expression data drastically alleviates this problem. Here, I describe a mathematical linear modeling approach to identify miRNA targets at the genome scale using gene and miRNA expression data. Mathematical modeling is faster and more scalable to genome-level compared to conventional statistical modeling approaches.


Subject(s)
Computational Biology/methods , Gene Expression Regulation/genetics , Genome/genetics , MicroRNAs/metabolism , Programming, Linear , RNA Interference , Algorithms , MicroRNAs/genetics , Models, Theoretical , Software
15.
Clin Epigenetics ; 13(1): 116, 2021 05 25.
Article in English | MEDLINE | ID: mdl-34034824

ABSTRACT

BACKGROUND: The human endometrium is a highly dynamic tissue whose function is mainly regulated by the ovarian steroid hormones estradiol and progesterone. The serum levels of these and other hormones are associated with three specific phases that compose the endometrial cycle: menstrual, proliferative, and secretory. Throughout this cycle, the endometrium exhibits different transcriptional networks according to the genes expressed in each phase. Epigenetic mechanisms are crucial in the fine-tuning of gene expression to generate such transcriptional networks. The present review aims to provide an overview of current research focused on the epigenetic mechanisms that regulate gene expression in the cyclical endometrium and discuss the technical and clinical perspectives regarding this topic. MAIN BODY: The main epigenetic mechanisms reported are DNA methylation, histone post-translational modifications, and non-coding RNAs. These epigenetic mechanisms induce the expression of genes associated with transcriptional regulation, endometrial epithelial growth, angiogenesis, and stromal cell proliferation during the proliferative phase. During the secretory phase, epigenetic mechanisms promote the expression of genes associated with hormone response, insulin signaling, decidualization, and embryo implantation. Furthermore, the global content of specific epigenetic modifications and the gene expression of non-coding RNAs and epigenetic modifiers vary according to the menstrual cycle phase. In vitro and cell type-specific studies have demonstrated that epithelial and stromal cells undergo particular epigenetic changes that modulate their transcriptional networks to accomplish their function during decidualization and implantation. CONCLUSION AND PERSPECTIVES: Epigenetic mechanisms are emerging as key players in regulating transcriptional networks associated with key processes and functions of the cyclical endometrium. Further studies using next-generation sequencing and single-cell technology are warranted to explore the role of other epigenetic mechanisms in each cell type that composes the endometrium throughout the menstrual cycle. The application of this knowledge will definitively provide essential information to understand the pathological mechanisms of endometrial diseases, such as endometriosis and endometrial cancer, and to identify potential therapeutic targets and improve women's health.


Subject(s)
Epigenomics/methods , Gene Expression Regulation/genetics , Uterine Diseases/genetics , Endometrium/pathology , Epigenesis, Genetic , Female , Humans , Uterine Diseases/pathology
16.
Mem Inst Oswaldo Cruz ; 116: e200326, 2021.
Article in English | MEDLINE | ID: mdl-34008737

ABSTRACT

BACKGROUND: Schistosomiasis is a disease caused by Schistosoma. Due to its complex life cycle, evolutionary position and sexual dimorphism, schistosomes have several mechanisms of gene regulation. MicroRNAs (miRNAs) are short endogenous RNAs that regulate gene expression at the post-transcriptional level by targeting mRNA transcripts. OBJECTIVES: Here, we tested 12 miRNAs and identified their putative targets using a computational approach. METHODS: We performed the expression profiles of a set of miRNAs and their putative targets during the parasite's life cycle by quantitative reverse transcription-polymerase chain reaction (qRT-PCR). FINDINGS: Our results showed differential expression patterns of the mature miRNAs sma-miR-250; sma-miR-92a; sma-miR-new_4-3p; sma-miR-new_4-5p; sma-miR-new_5-5p; sma-miR-new_12-5p; sma-miR-new_13-3p and sma-miR-new_13-5p. Interestingly, many of the putative target genes are linked to oxidative phosphorylation and are up-regulated in adult-worms, which led us to suggest that miRNAs might play important roles in the post-transcriptional regulation of genes related to energetic metabolism inversion during parasite development. It is noteworthy that the expression of sma-miR-new_13-3p exhibited a negative correlation on SmNADH:ubiquinone oxidoreductase complex I. MAIN CONCLUSIONS: Our analysis revealed putative miRNA genes related to important biological processes, such as transforming growth factor beta (TGF-ß) signaling, proteasome regulation, glucose and lipid metabolism, immune system evasion and transcriptional regulation.


Subject(s)
MicroRNAs , Animals , Gene Expression Profiling , Gene Expression Regulation/genetics , Life Cycle Stages/genetics , MicroRNAs/genetics , Schistosoma mansoni/genetics , Signal Transduction
17.
Mol Genet Metab ; 133(2): 137-147, 2021 06.
Article in English | MEDLINE | ID: mdl-33795191

ABSTRACT

Tristetraprolin (TTP) is a nucleocytoplasmic 326 amino acid protein whose sequence is characterized by possessing two CCCH-type zinc finger domains. In the cytoplasm TTP function is to promote the degradation of mRNAs that contain adenylate/uridylate-rich elements (AREs). Mechanistically, TTP promotes the recruitment of poly(A)-specific deadenylases and exoribonucleases. By reducing the half-life of about 10% of all the transcripts in the cell TTP has been shown to participate in multiple cell processes that include regulation of gene expression, cell proliferation, metabolic homeostasis and control of inflammation and immune responses. However, beyond its role in mRNA decay, in the cell nucleus TTP acts as a transcriptional coregulator by interacting with chromatin modifying enzymes. TTP has been shown to repress the transactivation of NF-κB and estrogen receptor suggesting the possibility that it participates in the transcriptional regulation of hundreds of genes in human cells and its possible involvement in breast cancer progression. In this review, we discuss the cytoplasmic and nuclear functions of TTP and the effect of the dysregulation of its protein levels in the development of human diseases. We suggest that TTP be classified as a moonlighting tumor supressor protein that regulates gene expression through two different mechanims; the decay of ARE-mRNAs and a transcriptional coregulatory function.


Subject(s)
Cytosol/metabolism , RNA, Messenger/metabolism , Transcriptional Activation/genetics , Tristetraprolin/genetics , Cell Proliferation/genetics , Gene Expression Regulation/genetics , Humans , Inflammation/genetics , Inflammation/pathology , RNA Stability/genetics , RNA, Messenger/genetics , Tristetraprolin/metabolism , Zinc Fingers/genetics
18.
Front Immunol ; 12: 638020, 2021.
Article in English | MEDLINE | ID: mdl-33897690

ABSTRACT

Chagas disease is a debilitating and neglected disease caused by the protozoan Trypanosoma cruzi. Soon after infection, interactions among T. cruzi and host innate immunity cells can drive/contribute to disease outcome. Dendritic cells (DCs), present in all tissues, are one of the first immune cells to interact with Trypanosoma cruzi metacyclic trypomastigotes. Elucidating the immunological events triggered immediately after parasite-human DCs encounter may aid in understanding the role of DCs in the establishment of infection and in the course of the disease. Therefore, we performed a transcriptomic analysis of a 12 h interaction between T. cruzi and MoDCs (monocyte-derived DCs) from three human donors. Enrichment analyses of the 468 differentially expressed genes (DEGs) revealed viral infection response as the most regulated pathway. Additionally, exogenous antigen processing and presentation through MHC-I, chemokine signaling, lymphocyte co-stimulation, metallothioneins, and inflammasome activation were found up-regulated. Notable, we were able to identify the increased gene expression of alternative inflammasome sensors such as AIM2, IFI16, and RIG-I for the first time in a T. cruzi infection. Both transcript and protein expression levels suggest proinflammatory cytokine production during early T. cruzi-DCs contact. Our transcriptome data unveil antiviral pathways as an unexplored process during T. cruzi-DC initial interaction, disclosing a new panorama for the study of Chagas disease outcomes.


Subject(s)
Chagas Disease/immunology , Dendritic Cells/immunology , T-Lymphocytes/immunology , Trypanosoma cruzi/immunology , Virus Diseases/immunology , Adult , Antigen Presentation/immunology , Cytokines/metabolism , DEAD Box Protein 58/metabolism , DNA-Binding Proteins/metabolism , Female , Gene Expression Profiling , Gene Expression Regulation/genetics , Gene Expression Regulation/immunology , Humans , Lymphocyte Activation/immunology , Male , Nuclear Proteins/metabolism , Phosphoproteins/metabolism , Receptors, Immunologic/metabolism , Transcriptome/genetics , Young Adult
19.
PLoS One ; 16(4): e0250454, 2021.
Article in English | MEDLINE | ID: mdl-33914781

ABSTRACT

In the epididymis, lysosomal proteins of the epithelial cells are normally targeted from the Golgi apparatus to lysosomes for degradation, although their secretion into the epididymal lumen has been documented and associated with sperm maturation. In this study, cathepsin D (CatD) and prosaposin (PSAP) were examined in adult epididymis of control, and 2-day castrated rats without (Ct) and with testosterone replacement (Ct+T) to evaluate their expression and regulation within epididymal epithelial cells. By light microscope-immunocytochemistry, a quantitative increase in size of lysosomes in principal cells of Ct animals was noted from the distal initial segment to the proximal cauda. Androgen replacement did not restore the size of lysosomes to control levels. Western blot analysis revealed a significant increase in CatD expression in the epididymis of Ct animals, which suggested an upregulation of its expression in principal cells; androgens restored levels of CatD to that of controls. In contrast, PSAP expression in Ct animals was not altered from controls. Additionally, an increase in procathepsin D levels was noted from samples of the epididymal fluid of Ct compared to control animals, accompanied by an increased complex formation with PSAP. Moreover, an increased oligomerization of prosaposin was observed in the epididymal lumen of Ct rats, with changes reverted to controls in Ct+T animals. Taken together these data suggest castration causes an increased uptake of substrates that are acted upon by CatD in lysosomes of principal cells and in the lumen by procathepsin D. These substrates may be derived from apoptotic cells noted in the lumen of proximal regions and possibly by degenerating sperm in distal regions of the epididymis of Ct animals. Exploring the mechanisms by which lysosomal enzymes are synthesized and secreted by the epididymis may help resolve some of the issues originating from epididymal dysfunctions with relevance to sperm maturation.


Subject(s)
Androgens/genetics , Cathepsin D/genetics , Enzyme Precursors/genetics , Saposins/genetics , Androgens/metabolism , Animals , Castration/adverse effects , Epididymis/growth & development , Epididymis/metabolism , Epithelial Cells/metabolism , Gene Expression Regulation/genetics , Lysosomes/genetics , Lysosomes/physiology , Male , Rats , Spermatozoa/metabolism , Testosterone/genetics , Testosterone/metabolism
20.
PLoS Negl Trop Dis ; 15(3): e0009297, 2021 03.
Article in English | MEDLINE | ID: mdl-33750964

ABSTRACT

The neglected zoonotic disease alveolar echinococcosis (AE) is caused by the metacestode stage of the tapeworm parasite Echinococcus multilocularis. MicroRNAs (miRNAs) are small non-coding RNAs with a major role in regulating gene expression in key biological processes. We analyzed the expression profile of E. multilocularis miRNAs throughout metacestode development in vitro, determined the spatial expression of miR-71 in metacestodes cultured in vitro and predicted miRNA targets. Small cDNA libraries from different samples of E. multilocularis were sequenced. We confirmed the expression of 37 miRNAs in E. multilocularis being some of them absent in the host, such as miR-71. We found a few miRNAs highly expressed in all life cycle stages and conditions analyzed, whereas most miRNAs showed very low expression. The most expressed miRNAs were miR-71, miR-9, let-7, miR-10, miR-4989 and miR-1. The high expression of these miRNAs was conserved in other tapeworms, suggesting essential roles in development, survival, or host-parasite interaction. We found highly regulated miRNAs during the different transitions or cultured conditions analyzed, which might suggest a role in the regulation of developmental timing, host-parasite interaction, and/or in maintaining the unique developmental features of each developmental stage or condition. We determined that miR-71 is expressed in germinative cells and in other cell types of the germinal layer in E. multilocularis metacestodes cultured in vitro. MiRNA target prediction of the most highly expressed miRNAs and in silico functional analysis suggested conserved and essential roles for these miRNAs in parasite biology. We found relevant targets potentially involved in development, cell growth and death, lifespan regulation, transcription, signal transduction and cell motility. The evolutionary conservation and expression analyses of E. multilocularis miRNAs throughout metacestode development along with the in silico functional analyses of their predicted targets might help to identify selective therapeutic targets for treatment and control of AE.


Subject(s)
Echinococcus multilocularis/growth & development , Echinococcus multilocularis/genetics , Gene Expression Regulation/genetics , MicroRNAs/genetics , Animals , Base Sequence , Cell Proliferation/genetics , Echinococcosis/drug therapy , Echinococcosis/parasitology , Echinococcus multilocularis/drug effects , Host-Parasite Interactions/genetics , Humans , MicroRNAs/analysis , MicroRNAs/drug effects , Multigene Family/genetics , Sequence Analysis, RNA
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