scholarly journals RNA Sequencing-Based Genome Reannotation of the Dermatophyte Arthroderma benhamiae and Characterization of Its Secretome and Whole Gene Expression Profile during Infection

mSystems ◽  
2016 ◽  
Vol 1 (4) ◽  
Author(s):  
Van Du T. Tran ◽  
Niccolò De Coi ◽  
Marc Feuermann ◽  
Emanuel Schmid-Siegert ◽  
Elena-Tatiana Băguţ ◽  
...  

ABSTRACT Dermatophytoses (ringworm, jock itch, athlete’s foot, and nail infections) are the most common fungal infections, but their virulence mechanisms are poorly understood. Combining transcriptomic data obtained from growth under various culture conditions with data obtained during infection led to a significantly improved genome annotation. About 65% of the protein-encoding genes predicted with our protocol did not match the existing annotation for A. benhamiae. Comparing gene expression during infection on guinea pigs with keratin degradation in vitro, which is supposed to mimic the host environment, revealed the critical importance of using real in vivo conditions for investigating virulence mechanisms. The analysis of genes expressed in vivo, encoding cell surface and secreted proteins, particularly proteases, led to the identification of new allergen and virulence factor candidates. Dermatophytes are the most common agents of superficial mycoses in humans and animals. The aim of the present investigation was to systematically identify the extracellular, possibly secreted, proteins that are putative virulence factors and antigenic molecules of dermatophytes. A complete gene expression profile of Arthroderma benhamiae was obtained during infection of its natural host (guinea pig) using RNA sequencing (RNA-seq) technology. This profile was completed with those of the fungus cultivated in vitro in two media containing either keratin or soy meal protein as the sole source of nitrogen and in Sabouraud medium. More than 60% of transcripts deduced from RNA-seq data differ from those previously deposited for A. benhamiae. Using these RNA-seq data along with an automatic gene annotation procedure, followed by manual curation, we produced a new annotation of the A. benhamiae genome. This annotation comprised 7,405 coding sequences (CDSs), among which only 2,662 were identical to the currently available annotation, 383 were newly identified, and 15 secreted proteins were manually corrected. The expression profile of genes encoding proteins with a signal peptide in infected guinea pigs was found to be very different from that during in vitro growth when using keratin as the substrate. Especially, the sets of the 12 most highly expressed genes encoding proteases with a signal sequence had only the putative vacuolar aspartic protease gene PEP2 in common, during infection and in keratin medium. The most upregulated gene encoding a secreted protease during infection was that encoding subtilisin SUB6, which is a known major allergen in the related dermatophyte Trichophyton rubrum. IMPORTANCE Dermatophytoses (ringworm, jock itch, athlete’s foot, and nail infections) are the most common fungal infections, but their virulence mechanisms are poorly understood. Combining transcriptomic data obtained from growth under various culture conditions with data obtained during infection led to a significantly improved genome annotation. About 65% of the protein-encoding genes predicted with our protocol did not match the existing annotation for A. benhamiae. Comparing gene expression during infection on guinea pigs with keratin degradation in vitro, which is supposed to mimic the host environment, revealed the critical importance of using real in vivo conditions for investigating virulence mechanisms. The analysis of genes expressed in vivo, encoding cell surface and secreted proteins, particularly proteases, led to the identification of new allergen and virulence factor candidates.

2021 ◽  
Vol 11 ◽  
Author(s):  
Chun Yang ◽  
Si-Jia Chen ◽  
Bo-Wen Chen ◽  
Kai-Wen Zhang ◽  
Jing-Jie Zhang ◽  
...  

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.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Kornphimol Kulthong ◽  
Guido J. E. J. Hooiveld ◽  
Loes Duivenvoorde ◽  
Ignacio Miro Estruch ◽  
Victor Marin ◽  
...  

AbstractGut-on-chip devices enable exposure of cells to a continuous flow of culture medium, inducing shear stresses and could thus better recapitulate the in vivo human intestinal environment in an in vitro epithelial model compared to static culture methods. We aimed to study if dynamic culture conditions affect the gene expression of Caco-2 cells cultured statically or dynamically in a gut-on-chip device and how these gene expression patterns compared to that of intestinal segments in vivo. For this we applied whole genome transcriptomics. Dynamic culture conditions led to a total of 5927 differentially expressed genes (3280 upregulated and 2647 downregulated genes) compared to static culture conditions. Gene set enrichment analysis revealed upregulated pathways associated with the immune system, signal transduction and cell growth and death, and downregulated pathways associated with drug metabolism, compound digestion and absorption under dynamic culture conditions. Comparison of the in vitro gene expression data with transcriptome profiles of human in vivo duodenum, jejunum, ileum and colon tissue samples showed similarities in gene expression profiles with intestinal segments. It is concluded that both the static and the dynamic gut-on-chip model are suitable to study human intestinal epithelial responses as an alternative for animal models.


2019 ◽  
Author(s):  
Ugur M. Ayturk ◽  
Joseph P. Scollan ◽  
Alexander Vesprey ◽  
Christina M. Jacobsen ◽  
Paola Divieti Pajevic ◽  
...  

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.


Author(s):  
Yu Takahashi ◽  
Yu Inoue ◽  
Keitaro Kuze ◽  
Shintaro Sato ◽  
Makoto Shimizu ◽  
...  

Abstract Intestinal organoids better represent in vivo intestinal properties than conventionally used established cell lines in vitro. However, they are maintained in three-dimensional culture conditions that may be accompanied by handling complexities. We characterized the properties of human organoid-derived two-dimensionally cultured intestinal epithelial cells (IECs) compared with those of their parental organoids. We found that the expression of several intestinal markers and functional genes were indistinguishable between monolayer IECs and organoids. We further confirmed that their specific ligands equally activate intestinal ligand-activated transcriptional regulators in a dose-dependent manner. The results suggest that culture conditions do not significantly influence the fundamental properties of monolayer IECs originating from organoids, at least from the perspective of gene expression regulation. This will enable their use as novel biological tools to investigate the physiological functions of the human intestine.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 3409-3409
Author(s):  
Paola Neri ◽  
Pierfrancesco Tassone ◽  
Masood Shammas ◽  
Mariateresa Fulciniti ◽  
Yu-Tzu Tai ◽  
...  

Abstract Interaction between multiple myeloma (MM) cells and the bone marrow (BM) microenvironment plays a critical role in promoting MM cell growth, survival, migration and development of drug resistance. This interaction within the bone marrow milieu is unique and its understanding is important in evaluating effects of novel agents in vitro and in vivo. We here describe a novel murine model that allows us to study the expression changes in vivo in MM cells within the human BM milieu. In this model, the green fluorescent protein (INA-6 GFP+) transduced IL-6-dependent human MM cell line, INA-6, was injected in human bone chip implanted into SCID mice. At different time points the bone chip was retrieved, cells flushed out and GFP+ MM cells were purified by CD138 MACS microbeads. Similar isolation process was used on INA-6 GFP+ cells cultured in vitro and used as control. Total RNA was isolated from these cells and gene expression profile analyzed using the HG-U133 array chip (Affymetrix) and DChip analyzer program. We have identified significant changes in expression of several genes following in vivo interaction between INA-6 and the BM microenvironment. Specifically, we observed up-regulation of genes associated with cytokines (IL-4, IL-8, IGFB 2–5) and chemokines (CCL2, 5, 6, 18, 24, CCR1, 2, 4), implicated in cell-cell signalling. Moreover genes implicated in DNA transcription (V-Fos, V-Jun, V-kit), adhesion (Integrin alpha 2b, 7, cadherin 1 and 11) and cell growth (CDC14, Cyclin G2, ADRA1A) were also up-regulated and genes involved in apoptosis and cell death (p-57, BCL2, TNF1a) were down-regulated. Using the Ingenuity Pathway Analysis the most relevant pathways modulated by the in vivo interaction between MM cells and BMSCs were IL-6, IGF1, TGF-beta and ERK/MAPK-mediated pathways as well as cell-cycle regulation and chemokine signalling. These results are consistent with previously observed in vitro cell signalling studies. Taken together these results highlight the ability of BM microenvironment to modulate the gene expression profile of the MM cells and our ability to in vivo monitor the changes. This model thus provides us with an ability to study in vivo effects of novel agents on expression profile of MM cells in BM milieu, to pre-clinically characterize their activity.


Reproduction ◽  
2006 ◽  
Vol 131 (5) ◽  
pp. 895-904 ◽  
Author(s):  
Hakan Sagirkaya ◽  
Muge Misirlioglu ◽  
Abdullah Kaya ◽  
Neal L First ◽  
John J Parrish ◽  
...  

Expression of embryonic genes is altered in different culture conditions, which influence developmental potential both during preimplantation and fetal development. The objective of this study was to define the effects of culture conditions on: bovine embryonic development to blastocyst stage, blastocyst cell number, apoptosis and expression patterns of a panel of developmentally important genes. Bovine embryos were culturedin vitroin three culture media containing amino acids, namely potassium simplex optimization medium (KSOMaa), Charles Rosenkrans 1 (CR1aa) and synthetic oviductal fluid (SOFaa). Apoptosis in blastocysts was determined by TUNEL assay and expression profiles of developmentally important genes were assayed by real-time PCR.In vivo-produced bovine blastocysts were used as controls for experiments determining gene expression patterns. While the cleavage rates did not differ, embryos cultured in SOFaa had higher rates of development to blastocyst stage (P< 0.05). Mean cell numbers and percentages of apoptotic cells per blastocyst did not differ among the groups. Expression of the heat shock protein 70 (Hsp70) gene was significantly up-regulated in both CR1aa and KSOMaa when compared with SOFaa (P< 0.001). DNA methyltransferase 3a (Dnmt3a) expression was higher in embryos cultured in CR1aa than in those cultured in SOFaa (P< 0.001). Expression of interferon tau (IF-τ) and insulin-like growth factor II receptor (Igf-2r) genes was significantly up-regulated in KSOMaa when compared with CR1aa (P< 0.001). Gene expression did not differ betweenin vivo-derived blastocysts and theirin vitro-derived counterparts. In conclusion, SOFaa supports higher development to blastocyst stage than KSOMaa and CR1aa, and the culture conditions influence gene expression.


mSphere ◽  
2019 ◽  
Vol 4 (2) ◽  
Author(s):  
Ting Y. Wong ◽  
Jesse M. Hall ◽  
Evan S. Nowak ◽  
Dylan T. Boehm ◽  
Laura A. Gonyar ◽  
...  

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.


2009 ◽  
Vol 21 (1) ◽  
pp. 196
Author(s):  
D. Tesfaye ◽  
N. Ghanem ◽  
F. Rings ◽  
E. Tholen ◽  
C. Phatsara ◽  
...  

The incidence of pregnancy loss due to embryonic mortality in cattle is one of the major causes of reproductive failure. The early embryonic loss can be due to problems with the embryo itself, the uterine environment, or interactions between the embryo and the uterus. So, this study was conducted to investigate the gene expression profile of bovine embryo biopsies produced in vivo and in vitro that resulted in different pregnancy outcomes. For this, biopsies representing 30 to 40% of the intact in vitro and in vivo blastocysts were taken, and 60 to 70% part was allowed to re-expand prior to transfer to recipients. Based on the pregnancy outcome after transfer, biopsies (n = 10 per pool) were grouped into 3 distinct phenotypes: those that resulted in no pregnancy, those that resulted in resorption, and those that resulted in successful pregnancy and subsequent calf delivery. A bovine cDNA microarray with 2000 clones was used to analyze the gene expression profiles of 3 replicates from each embryo biopsy group. Array data analysis revealed a total of 50 and 52 genes to be differentially expressed between biopsies derived from in vivo blastocysts that resulted in no pregnancy v. calf delivery and resorption v. calf delivery, respectively. Similarly, a total of 52 and 58 transcripts were differentially expressed between biopsies derived from in vitro-produced blastocysts that resulted in no pregnancy v. calf delivery and resorption v. calf delivery, respectively. Quantitative real-time PCR has confirmed the expression profile of 6 selected candidate genes. A distinct set of genes were found to be commonly expressed between in vitro- and in vivo-derived blastocyst biopsies, which ended up with the same pregnancy outcome. Biopsies, which ended up with calf delivery, were found to be enriched with transcripts involved in nucleosome assembly (KRT8), translation (RPLPO), electron transport (COX-2), and placenta specific (PLAC8). On the other hand, transcripts regulating immune response (TNFa), response to stress (HSPD1), and cell adhesion (CD9) were up-regulated in embryos that resulted in no pregnancy or resorption. Differences in transcript abundance of some genes have been seen between biopsies derived from in vitro and in vivo blastocysts. Biopsies from in vivo-derived blastocysts and that ended up with resorption were found to be enriched with transcripts regulating calcium-binding protein (S100A10, S100A14). Transcription factor-related transcripts (CDX2, HOXB7) were up-regulated in vitro-derived blastocyst biopsies that resulted in no pregnancy. In conclusion, the results evidenced that embryos derived from either in vitro or in vivo have more similarities than differences in their transcript abundance with respect to the ability in initiating pregnancy.


2013 ◽  
Vol 25 (1) ◽  
pp. 254 ◽  
Author(s):  
A. Gad ◽  
U. Besenfelder ◽  
V. Havlicek ◽  
M. Hölker ◽  
M. U. Cinar ◽  
...  

The aim of this study was to examine the effect of in vitro culture conditions at specific phases of early embryonic development on the transcriptome profile of bovine blastocysts. Simmental heifers were superovulated and artificially inseminated 2 times with the same frozen–thawed commercial bull semen. Using nonsurgical endoscopic oviductal flushing technology (Besenfelder et al. 2001 Theriogenology 55, 837–845), 6 different blastocyst groups were flushed out at different time points (2-, 4-, 8-, 16-, 32-cell and morula). After flushing, embryos cultured under in vitro conditions until the blastocyst stage. Blastocysts from each group were collected and pooled in groups of 10. Complete in vivo blastocysts were produced and used as control. A unique custom microarray (Agilent) containing 42 242 oligo probes (60-mers) was used over 6 replicates of each group v. the in vivo control group to examine the transcriptome profile of blastocysts. A clear difference in terms of the number of differentially expressed genes (DEG, fold change ≥2, false discovery rate ≤0.05) has been found between groups flushed out at 2-, 4-, and 8-cell (1714, 1918, 1292 DEG, respectively) and those flushed out at 16-, 32-cell and morula stages and cultured in vitro until blastocyst stage (311, 437, 773 DEG, respectively) compared with the complete vivo group. Ontological classification of DEG showed cell death to be the most significant function in all groups. However, the longer time embryos spent under in vitro conditions, the more the percentage of DEG involved in cell death and apoptosis processes are represented in those groups. In addition, genes related to post-translational modification and gene expression processes were significantly dysregulated in all groups. Pathway analysis revealed that protein ubiquitination pathway was the dominant pathway in the groups flushed out at 2-, 4-, and 8-cells but not in the other groups flushed at later stages compared with the in vivo control group. Moreover, retinoic acid receptor activation and apoptosis signalling pathways followed the same pattern. Embryos flushed out before the time of embryonic genome activation and subsequently cultured in vitro were highly affected by culture conditions. Overall, the results of the present study showed that despite the fact that embryos originated from the same source, in vitro culture condition affected embryo quality, measured in terms of gene expression, in a stage-specific manner.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 2490-2490
Author(s):  
Paola Neri ◽  
Pierfrancesco Tassone ◽  
Masood A. Shammas ◽  
Daniel R. Carrasco ◽  
Renate Burger ◽  
...  

Abstract Multiple Myeloma (MM) cells interact with bone marrow (BM) microenvironment leading to induction of adhesion-mediated and cytokine mediated cell signalling which plays a critical role in promoting MM cell growth, survival, migration and development of drug resistance. We have previously evaluated gene expression changes following interaction between MM cells and BM stromal cells in vitro. However, the interaction between MM cells and microenvironment cells within the bone marrow is unique and its understanding is critical in evaluating effects of novel agents. We here describe a unique model that allows us to analyse in vivo expression changes in MM cells within the human BM milieu; and present preliminary results of expression changes following these in vivo interactions. In this model, BM stromal and IL-6-dependent human MM cell line INA-6 tranduced with GFP (green fluorescent protein) was injected in human fetal bone chip transplanted into SCID mice (SCID-hu mice). The MM cells were allowed to interact with the bone marrow for variable length of time, the bone chip was then retrieved, cells flashed out and GFP+ MM cells were separated by flow cytometry. The GFP negative fraction, containing stromal elements was also separated. Similar flow isolation process was used on INA-6GFP+ cells cultured in vitro and used as control. Total RNA was isolated from these cells and gene expression profile analyzed using the HG-U133 array chip (Affimetrix). We report that interaction between INA-6 cells and the BM microenvironment in vivo induced significant changes in expression profile. In particular, we observed up-regulation of genes implicated in regulation of cell proliferation (RGS 1 and 2, FOS, FOSB, S100A4); DNA transcription (AP1, SWI/SNF related member 1); chromosome organization (Histone1, 2 and 3); cellular trafficking and transport (ARFGEF2, Aquarin 3 and ATPase 4B); and signal transduction (Chemokine ligand 2, 3 and 15, Chemokine receptor 1, 2 and 4, Dual specificity phosphatase 1 and 4, Protein tyrosine phosphatase 1, PIP5-kinase 1A and ZAP70). We also observed down-regulation of genes involved in apoptosis (BCL2-interacting killer, APC, E1A binding protein p300, Fas-associated via death domain, Caspase-activated Dnase, Raf1); and cell-cell adhesion molecules (Cadherin 15, Leupakin, Neurekin, CD44, ICAM2 and PECAM-1a). Although some similarities were observed in gene profile changes following in vitro and in vivo interaction with microenvironment cells, differences were also found. We are now evaluating the effects of interaction on expression profile of stromal cells as well as duration of interaction. Taken together these data confirm the ability of BM microenvironment to modulate gene expression profile of the MM cells in vivo to mediate the MM cell growth, survival and migration. This model now provides us with an opportunity to study effects of novel agents on MM cells expression profile in vivo to pre-clinically characterize their activity.


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