scholarly journals RNA-Seq Analysis of the Effect of Zinc Deficiency on Microsporum canis, ZafA Gene Is Important for Growth and Pathogenicity

2021 ◽  
Vol 11 ◽  
Author(s):  
Pengxiu Dai ◽  
Yangou Lv ◽  
Xiaowen Gong ◽  
Jianye Han ◽  
Peng Gao ◽  
...  
Keyword(s):  
Gene Expression ◽  
Zinc Deficiency ◽  
Metabolic Pathway ◽  
Gene Knockout ◽  
Absorption Capacity ◽  
Zinc Homeostasis ◽  
Microsporum Canis ◽  
Zinc Absorption ◽  
Rna Seq

Microsporum canis, a common pathogenic skin fungus, can cause dermatophytosis in humans and animals. Zinc is an important trace element and plays an important role in the growth and metabolism of fungi. Currently, the effects of zinc deficiency on growth, gene expression, and metabolic pathway have not been clarified in M. canis. Therefore, M. canis was cultured under zinc restriction, and RNA-Seq was conducted in this study. The growth of M. canis was severely inhibited, and many genes showed significant upregulation and downregulation in M. canis with zinc deficiency. Zinc deficiency could negatively affect the gene expression and biological metabolic pathway in M. canis. The zinc-responsiveness transcriptional activator (ZafA) gene was significantly upregulated and shared homology with Zap1. Thus, the ZafA gene might be the main transcription factor regulating M. canis zinc homeostasis. The ZafA gene knockout strain, ZafA-hph, was constructed via Agrobacterium tumefaciens-mediated transformation (ATMT) in M. canis for the first time to assess its function. In vitro growth ability, hair biodegradation ability, virulence test, and zinc absorption capacity in ZafA-hph and wild-type M. canis strains were compared. Results showed that the ZafA gene plays an important role in zinc absorption, expression of zinc transporter genes, and growth and pathogenicity in M. canis and can be used as a new drug target. Cutting off the zinc absorption pathway can be used as a way to prevent and control infection in M. canis.

scholarly journals Single cell RNA sequencing of calvarial and long bone endocortical cells

2019 ◽  
Author(s):  
Ugur M. Ayturk ◽  
Joseph P. Scollan ◽  
Alexander Vesprey ◽  
Christina M. Jacobsen ◽  
Paola Divieti Pajevic ◽  
...  
Keyword(s):  
Gene Expression ◽  
Single Cell ◽  
Cultured Cells ◽  
Neutralizing Antibody ◽  
Long Bone ◽  
Appendicular Skeleton ◽  
Rna Seq ◽  
Isolated Cells

ABSTRACTSingle cell RNA-seq (scRNA-seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA-seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vitro system in which freshly isolated neonatal mouse calvarial cells are expanded and induced to produce a mineralized matrix. We used scRNA-seq to compare the relative cell type abundances and the transcriptomes of freshly isolated cells to those that had been cultured for 12 days in vitro. We observed that the percentage of macrophage-like cells increased from 6% in freshly isolated calvarial cells to 34% in cultured cells. We also found that Bglap transcripts were abundant in freshly isolated osteoblasts but nearly undetectable in the cultured calvarial cells. Thus, scRNA-seq revealed significant differences between heterogeneity of cells in vivo and in vitro. We next performed scRNA-seq on freshly recovered long bone endocortical cells from mice that received either vehicle or Sclerostin-neutralizing antibody for 1 week. Bone anabolism-associated transcripts were also not significantly increased in immature and mature osteoblasts recovered from Sclerostin-neutralizing antibody treated mice; this is likely a consequence of being underpowered to detect modest changes in gene expression, since only 7% of the sequenced endocortical cells were osteoblasts, and a limited portion of their transcriptomes were sampled. We conclude that scRNA-seq can detect changes in cell abundance, identity, and gene expression in skeletally derived cells. In order to detect modest changes in osteoblast gene expression at the single cell level in the appendicular skeleton, larger numbers of osteoblasts from endocortical bone are required.

scholarly journals Enhancing droplet-based single-nucleus RNA-seq resolution using the semi-supervised machine learning classifier DIEM

2019 ◽  
Author(s):  
Marcus Alvarez ◽  
Elior Rahmani ◽  
Brandon Jew ◽  
Kristina M. Garske ◽  
Zong Miao ◽  
...  
Keyword(s):  
Gene Expression ◽  
Single Cell ◽  
Cell Types ◽  
Supervised Machine Learning ◽  
Data Sets ◽  
Rna Seq ◽  
Novel Approach ◽  
Single Nucleus ◽  
Downstream Analysis

AbstractSingle-nucleus RNA sequencing (snRNA-seq) measures gene expression in individual nuclei instead of cells, allowing for unbiased cell type characterization in solid tissues. Contrary to single-cell RNA seq (scRNA-seq), we observe that snRNA-seq is commonly subject to contamination by high amounts of extranuclear background RNA, which can lead to identification of spurious cell types in downstream clustering analyses if overlooked. We present a novel approach to remove debris-contaminated droplets in snRNA-seq experiments, called Debris Identification using Expectation Maximization (DIEM). Our likelihood-based approach models the gene expression distribution of debris and cell types, which are estimated using EM. We evaluated DIEM using three snRNA-seq data sets: 1) human differentiating preadipocytes in vitro, 2) fresh mouse brain tissue, and 3) human frozen adipose tissue (AT) from six individuals. All three data sets showed various degrees of extranuclear RNA contamination. We observed that existing methods fail to account for contaminated droplets and led to spurious cell types. When compared to filtering using these state of the art methods, DIEM better removed droplets containing high levels of extranuclear RNA and led to higher quality clusters. Although DIEM was designed for snRNA-seq data, we also successfully applied DIEM to single-cell data. To conclude, our novel method DIEM removes debris-contaminated droplets from single-cell-based data fast and effectively, leading to cleaner downstream analysis. Our code is freely available for use at https://github.com/marcalva/diem.

Effect of SMARCB1 deficiency in renal medullary carcinoma (RMC) on genes associated with nucleosome assembly and telomere organization.

2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 614-614 ◽  
Author(s):  
Pavlos Msaouel ◽  
Gabriel G. Malouf ◽  
Xiaoping Su ◽  
Hui Yao ◽  
Durga N Tripathi ◽  
...  
Keyword(s):  
Gene Expression ◽  
Growth Rate ◽  
Sickle Cell Trait ◽  
Regulation Of Gene Expression ◽  
Kidney Tissue ◽  
Rna Seq ◽  
Nucleosome Assembly ◽  
P Values ◽  
Go Analysis

614 Background: RMC is a highly aggressive tumor with close to universal fatality despite therapy. It is almost exclusively found in young African-Americans with sickle cell trait, and is characterized by complete loss of expression of SMARCB1, a major chromatin remodeler involved in regulation of gene expression. We investigated the effects of SMARCB1 loss on mutation frequency, gene expression, and cell growth in RMC. Methods: Whole exome sequencing (WES) and RNA sequencing (RNA-seq) were performed in RMC tissues from 15 and 11 patients respectively, each with matched adjacent normal kidney tissue controls. In vitro experiments were performed in a cell line (RMC2C) we established from a patient with RMC. SMARCB1 was conditionally re-expressed using a tetracycline-inducible lentivector. Gene ontology (GO) analysis was performed using DAVID. Results: WES showed that RMC harbors a low number (median of < 25/tumor sample) of non-synonymous exomic single nucleotide variants (SNVs) or small indels. GO analysis revealed that the most significant pathways upregulated in RMC compared with normal tissue were those associated with nucleosome assembly and telomere organization (p values < 0.0001). Re-expression of SMARCB1 at near-endogenous levels suppressed the growth rate of RMC2C cells. Subsequent silencing of SMARCB1 expression restored the growth rate of these cells. RNA-seq of RMC2C cells expressing SMARCB1 demonstrated that the most significant downregulated pathways compared with SMARCB1-negative RMC2C cells were those associated with nucleosome assembly and telomere organization (p values < 0.0001). Conclusions: RMC harbors a remarkably simple genome, as evidenced by our WES analysis. Therefore, consistently detected alterations, such as SMARCB1 loss, are likely to serve as drivers for this disease. Indeed, in vitro restoration of SMARCB1 expression suppressed the growth of RMC cells and repressed genes associated with nucleosome assembly and telomere organization, identifying for the first time a causal link between loss of SMARCB1 and dysregulation of these genes. These results provide the basis for future therapeutic strategies targeting SMARCB1 loss in RMC.

scholarly journals Gene Expression Profile of the Human Colorectal Carcinoma LoVo Cells Treated With Sporamin and Thapsigargin

2021 ◽  
Vol 11 ◽  
Author(s):  
Chun Yang ◽  
Si-Jia Chen ◽  
Bo-Wen Chen ◽  
Kai-Wen Zhang ◽  
Jing-Jie Zhang ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Expression Profile ◽  
Expression Profile ◽  
Ipomoea Batatas ◽  
Expression Profiles ◽  
Rna Seq ◽  
Ppi Network ◽  
Illumina Platform

Sporamin, a proteinase inhibitor isolated from the sweet potato (Ipomoea batatas), has shown promising anticancer effect against colorectal cancer (CRC) in vitro and in vivo but its mechanisms of action are poorly understood. In the present study, high throughput RNA sequencing (RNA-seq) technology was applied to explore the transcriptomic changes induced by sporamin in the presence of thapsigargin (TG), a non-12-O-tetradecanolphorbol-13-acetate type cancer promoter, in the LoVo human CRC cells. Cellular total RNA was extracted from the cells after they were treated with vehicle (CTL), 1 μM of thapsigargin (TG), or 1 μM of TG plus 30 μM of sporamin (TGSP) for 24 h. The migratory capacity of the cells was determined by wound healing assay. The gene expression profiles of the cells were determined by RNA-seq on an Illumina platform. GO enrichment analysis, KEGG pathway analysis, protein-protein interaction (PPI) network construction, and transcription factors (TF) prediction were all performed based on the differentially expressed genes (DEGs) across groups with a series of bioinformatics tools. Finally, the effect and potential molecular targets of the sporamin at the transcriptome level were evaluated. Sporamin significantly inhibited the migration of cells induced by TG. Among the 17915 genes detected in RNA-seq, 46 DEGs were attributable to the effect of sporamin. RT-PCR experiment validated that the expression of RGPD2, SULT1A3, and BIVM-ERCC5 were up-regulated while NYP4R, FOXN1, PAK6, and CEACAM20 were down-regulated. Sporamin enhanced the mineral absorption pathway, worm longevity regulating pathway, and pyrimidine metabolism pathway. Two TFs (SMIM11A and ATOH8) were down-regulated by sporamin. HMOX1 (up-regulated) and NME1-NME2 (down-regulated) were the main nodes in a PPI network consisting of 16 DEGs that were modulated by sporamin in the presence of TG. Sporamin could favorably alter the gene expression profile of CRC cells, up-regulating the genes that contribute to the homeostasis of intracellular metal ions and the activities of essential enzymes and DNA damage repairment. More studies are warranted to verify its effect on specific genes and delineate the mechanism of action implicated in the process.

scholarly journals Analysis of thein plantatranscriptome expressed by the corn pathogenPantoea stewartiisubsp.stewartiivia RNA-Seq

PeerJ ◽  
2017 ◽  
Vol 5 ◽  
pp. e3237 ◽  
Author(s):  
Holly Packard ◽  
Alison Kernell Burke ◽  
Roderick V. Jensen ◽  
Ann M. Stevens
Keyword(s):  
Gene Expression ◽  
Quorum Sensing ◽  
Critical Role ◽  
Wilt Disease ◽  
Sample Type ◽  
Dependent Manner ◽  
Rna Seq ◽  
In Planta ◽  
Data Set

Pantoea stewartiisubsp.stewartiiis a bacterial phytopathogen that causes Stewart’s wilt disease in corn. It uses quorum sensing to regulate expression of some genes involved in virulence in a cell density-dependent manner as the bacterial population grows from small numbers at the initial infection site in the leaf apoplast to high cell numbers in the xylem where it forms a biofilm. There are also other genes important for pathogenesis not under quorum-sensing control such as a Type III secretion system. The purpose of this study was to compare gene expression during anin plantainfection versus either a pre-inoculumin vitroliquid culture or anin vitroagar plate culture to identify genes specifically expressedin plantathat may also be important for colonization and/or virulence. RNA was purified from each sample type to determine the transcriptome via RNA-Seq using Illumina sequencing of cDNA. Fold gene expression changes in thein plantadata set in comparison to the twoin vitrogrown samples were determined and a list of the most differentially expressed genes was generated to elucidate genes important for plant association. Quantitative reverse transcription PCR (qRT-PCR) was used to validate expression patterns for a select subset of genes. Analysis of the transcriptome data via gene ontology revealed that bacterial transporters and systems important for oxidation reduction processes appear to play a critical role forP. stewartiias it colonizes and causes wilt disease in corn plants.

scholarly journals RNASeq analysis of a Pax3-expressing myoblast clone in-vitro and effect of culture surface stiffness on differentiation.

2021 ◽  
Author(s):  
Louise Richardson ◽  
Dapeng Wang ◽  
Ruth E Hughes ◽  
Colin Anfimov Johnson ◽  
Michelle Peckham
Keyword(s):  
Gene Expression ◽  
Satellite Cells ◽  
Cell Clone ◽  
Rna Seq ◽  
Myogenic Regulatory Factors ◽  
Culture Surface ◽  
Γ Interferon ◽  
Cells Cultured ◽  
Sarcomeric Genes

Skeletal muscle satellite cells cultured on soft surfaces (12kPa) show improved differentiation than cells cultured on stiff surfaces (approximately 100kPa). To better understand the reasons for this, we performed an RNA Seq analysis for a single satellite cell clone (C1F) derived from the H2kb-tsA58 immortomouse, which differentiates into myotubes under tightly regulated conditions (withdrawal of γ-interferon, 37°C). As expected, the largest change in overall gene expression occurred at day 1, as cells switch from proliferation to differentiation. Surprisingly, further analysis showed that proliferating C1F cells express Pax3 and not Pax7, confirmed by immunostaining, yet their subsequent differentiation into myotubes is normal, and enhanced on softer surfaces, as evidenced by significantly higher expression levels of myogenic regulatory factors, sarcomeric genes, enhanced fusion and improved myofibrillogenesis. Levels of RNA encoding extracellular matrix structural constituents and related genes were consistently upregulated on hard surfaces, suggesting that a consequence of differentiating satellite cells on hard surfaces is that they attempt to manipulate their niche prior to differentiating. This comprehensive RNASeq dataset will be a useful resource for understanding Pax3 expressing cells.

scholarly journals The Oviductal Extracellular Vesicles’ RNA Cargo Regulates the Bovine Embryonic Transcriptome

2020 ◽  
Vol 21 (4) ◽  
pp. 1303 ◽  
Author(s):  
Stefan Bauersachs ◽  
Pascal Mermillod ◽  
Carmen Almiñana
Keyword(s):  
Gene Expression ◽  
Extracellular Vesicles ◽  
Sequencing Analysis ◽  
Rna Seq ◽  
High Throughput Analysis ◽  
Positive Effects ◽  
Early Embryos ◽  
And Control ◽  
The Impact

Oviductal extracellular vesicles (oEVs) are emerging as key players in the gamete/embryo–oviduct interactions that contribute to successful pregnancy. Various positive effects of oEVs on gametes and early embryos have been found in vitro. To determine whether these effects are associated with changes of embryonic gene expression, the transcriptomes of embryos supplemented with bovine fresh (FeEVs) or frozen (FoEVs) oEVs during in vitro culture compared to controls without oEVs were analyzed by low-input RNA sequencing. Analysis of RNA-seq data revealed 221 differentially expressed genes (DEGs) between FoEV treatment and control, 67 DEGs for FeEV and FoEV treatments, and minor differences between FeEV treatment and control (28 DEGs). An integrative analysis of mRNAs and miRNAs contained in oEVs obtained in a previous study with embryonic mRNA alterations pointed to direct effects of oEV cargo on embryos (1) by increasing the concentration of delivered transcripts; (2) by translating delivered mRNAs to proteins that regulate embryonic gene expression; and (3) by oEV-derived miRNAs which downregulate embryonic mRNAs or modify gene expression in other ways. Our study provided the first high-throughput analysis of the embryonic transcriptome regulated by oEVs, increasing our knowledge on the impact of oEVs on the embryo and revealing the oEV RNA components that potentially regulate embryonic development.

scholarly journals Analysis of theIn VivoTranscriptome ofBordetella pertussisduring Infection of Mice

mSphere ◽  
2019 ◽  
Vol 4 (2) ◽  
Author(s):  
Ting Y. Wong ◽  
Jesse M. Hall ◽  
Evan S. Nowak ◽  
Dylan T. Boehm ◽  
Laura A. Gonyar ◽  
...  
Keyword(s):  
Gene Expression ◽  
Iron Acquisition ◽  
Expression Profiles ◽  
Gene Expression Profiles ◽  
Growth Conditions ◽  
Rna Seq ◽  
Content Type ◽  
Murine Lung

ABSTRACTBordetella pertussiscauses the disease whooping cough through coordinated control of virulence factors by theBordetellavirulence gene system. Microarrays and, more recently, RNA sequencing (RNA-seq) have been used to describein vitrogene expression profiles ofB. pertussisand other pathogens. In previous studies, we have analyzed thein vitrogene expression profiles ofB. pertussis, and we hypothesize that the infection transcriptome profilein vivois significantly different from that under laboratory growth conditions. To study the infection transcriptome ofB. pertussis, we developed a simple filtration technique for isolation of bacteria from infected lungs. The work flow involves filtering the bacteria out of the lung homogenate using a 5-μm-pore-size syringe filter. The captured bacteria are then lysed to isolate RNA for Illumina library preparation and RNA-seq analysis. Upon comparing thein vitroandin vivogene expression profiles, we identified 351 and 255 genes as activated and repressed, respectively, during murine lung infection. As expected, numerous genes associated with virulent-phase growth were activated in the murine host, including pertussis toxin (PT), the PT secretion apparatus, and the type III secretion system. A significant number of genes encoding iron acquisition and heme uptake proteins were highly expressed during infection, supporting iron acquisition as critical forB. pertussissurvivalin vivo. Numerous metabolic genes were repressed during infection. Overall, these data shed light on the gene expression profile ofB. pertussisduring infection, and this method will facilitate efforts to understand how this pathogen causes infection.IMPORTANCEIn vitrogrowth conditions for bacteria do not fully recapitulate the host environment. RNA sequencing transcriptome analysis allows for the characterization of the infection gene expression profiles of pathogens in complex environments. Isolation of the pathogen from infected tissues is critical because of the large amounts of host RNA present in crude lysates of infected organs. A filtration method was developed that enabled enrichment of the pathogen RNA for RNA-seq analysis. The resulting data describe the “infection transcriptome” ofB. pertussisin the murine lung. This strategy can be utilized for pathogens in other hosts and, thus, expand our knowledge of what bacteria express during infection.

Anti Human CX3CR1 VHH Molecule Attenuates Venous Neointimal Hyperplasia of Arteriovenous Fistula in Mouse Model

2021 ◽  
pp. ASN.2020101458
Author(s):  
Sanjay Misra ◽  
Sreenivasulu Kilari ◽  
Binxia Yang ◽  
Amit Sharma ◽  
Chih-Cheng Wu ◽  
...  
Keyword(s):  
Gene Expression ◽  
Arteriovenous Fistula ◽  
Neointimal Hyperplasia ◽  
Rna Seq ◽  
Humanized Mouse ◽  
Fractalkine Receptor ◽  
Tnf Α ◽  
And Migration ◽  
Proliferation And Migration

BackgroundFractalkine receptor 1 (CX3CR1) mediates macrophage infiltration and accumulation, causing venous neointimal hyperplasia (VNH)/venous stenosis (VS) in arteriovenous fistula (AVF). The effect of blocking CX3CR1 using an anti–human variable VHH molecule (hCX3CR1 VHH, BI 655088) on VNH/VS was determined using a humanized mouse in which the human CX3CR1 (hCX3CR1) gene was knocked in (KI).MethodsWhole-transcriptomic RNA sequencing with bioinformatics analysis was used on human stenotic AVF samples, C57BL/6J, hCX3CR1 KI mice with AVF and CKD, and in in vitro experiments to identify the pathways involved in preventing VNH/VS formation after hCX3CR1 VHH administration.ResultsAccumulation of CX3CR1 and CD68 was significantly increased in stenotic human AVFs. In C57BL/6J mice with AVF, there was increased Cx3cr1, Cx3cl1, Cd68, and Tnf-α gene expression, and increased immunostaining of CX3CR1 and CD68. In hCX3CR1-KI mice treated with hCX3CR1 VHH molecule (KI-A), compared with vehicle controls (KI-V), there was increased lumen vessel area and patency, and decreased neointima in the AVF outflow veins. RNA-seq analysis identified TNF-α and NF-κB as potential targets of CX3CR1 inhibition. In KI-A–treated vessels compared with KI-V, there was decreased gene expression of Tnf-α, Mcp-1, and Il-1β; with reduction of Cx3cl1, NF-κB, and Cd68; decreased M1, Ly6C, smooth muscle cells, fibroblast-activated protein, fibronectin, and proliferation; and increased TUNEL and M2 staining. In cell culture, monocytes stimulated with PMA and treated with hCX3CR1 VHH had decreased TNF-α, CD68, proliferation, and migration.ConclusionsCX3CR1 blockade reduces VNH/VS formation by decreasing proinflammatory cues.

scholarly journals A Guide to Human Zinc Absorption: General Overview and Recent Advances of In Vitro Intestinal Models

Nutrients ◽  
2020 ◽  
Vol 12 (3) ◽  
pp. 762 ◽  
Author(s):  
Maria Maares ◽  
Hajo Haase
Keyword(s):  
Intestinal Epithelium ◽  
Current Knowledge ◽  
In Vitro Digestion ◽  
Zinc Uptake ◽  
Zinc Homeostasis ◽  
Intestinal Cell ◽  
Zinc Absorption ◽  
Intestinal Cell Line

Zinc absorption in the small intestine is one of the main mechanisms regulating the systemic homeostasis of this essential trace element. This review summarizes the key aspects of human zinc homeostasis and distribution. In particular, current knowledge on human intestinal zinc absorption and the influence of diet-derived factors on bioaccessibility and bioavailability as well as intrinsic luminal and basolateral factors with an impact on zinc uptake are discussed. Their investigation is increasingly performed using in vitro cellular intestinal models, which are continually being refined and keep gaining importance for studying zinc uptake and transport via the human intestinal epithelium. The vast majority of these models is based on the human intestinal cell line Caco-2 in combination with other relevant components of the intestinal epithelium, such as mucin-secreting goblet cells and in vitro digestion models, and applying improved compositions of apical and basolateral media to mimic the in vivo situation as closely as possible. Particular emphasis is placed on summarizing previous applications as well as key results of these models, comparing their results to data obtained in humans, and discussing their advantages and limitations.

Sign in / Sign up

Export Citation Format

Share Document