scholarly journals Novel RNA Extraction Method for Dual RNA-seq Analysis of Pathogen and Host in the Early Stages of Yersinia pestis Pulmonary Infection

2021 ◽  
Vol 9 (10) ◽  
pp. 2166
Author(s):  
Ofir Israeli ◽  
Inbar Cohen-Gihon ◽  
Moshe Aftalion ◽  
David Gur ◽  
Yaron Vagima ◽  
...  

Pneumonic plague, caused by Yersinia pestis, is a rapidly progressing lethal infection. The various phases of pneumonic plague are yet to be fully understood. A well-established way to address the pathology of infectious diseases in general, and pneumonic plague in particular, is to conduct concomitant transcriptomic analysis of the bacteria and the host. The analysis of dual RNA by RNA sequencing technology is challenging, due the difficulties of extracting bacterial RNA, which is overwhelmingly outnumbered by the host RNA, especially at the critical early time points post-infection (prior to 48 h). Here, we describe a novel technique that employed the infusion of an RNA preserving reagent (RNAlater) into the lungs of the animals, through the trachea, under deep anesthesia. This method enabled the isolation of stable dual mRNA from the lungs of mice infected with Y. pestis, as early as 24 h post-infection. The RNA was used for transcriptomic analysis, which provided a comprehensive gene expression profile of both the host and the pathogen.

Vaccines ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 161
Author(s):  
Christopher K. Cote ◽  
Sergei S. Biryukov ◽  
Christopher P. Klimko ◽  
Jennifer L. Shoe ◽  
Melissa Hunter ◽  
...  

The etiologic agent of plague, Yersinia pestis, is a globally distributed pathogen which poses both a natural and adversarial threat. Due largely to the rapid course and high mortality of pneumonic plague, vaccines are greatly needed. Two-component protein vaccines have been unreliable and potentially vulnerable to vaccine resistance. We evaluated the safety and efficacy of eight live Y. pestis strains derived from virulent strains CO92 or KIM6+ and mutated in one or more virulence-associated gene(s) or cured of plasmid pPst. Stringent, single-dose vaccination allowed down-selection of the two safest and most protective vaccine candidates, CO92 mutants pgm- pPst- and ΔyscN. Both completely protected BALB/c mice against subcutaneous and aerosol challenge with Y. pestis. Strain CD-1 outbred mice were more resistant to bubonic (but not pneumonic) plague than BALB/c mice, but the vaccines elicited partial protection of CD-1 mice against aerosol challenge, while providing full protection against subcutaneous challenge. A ΔyscN mutant of the nonencapsulated C12 strain was expected to display antigens previously concealed by the capsule. C12 ΔyscN elicited negligible titers to F1 but comparable antibody levels to whole killed bacteria, as did CO92 ΔyscN. Although one dose of C12 ΔyscN was not protective, vaccination with two doses of either CO92 ΔyscN, or a combination of the ΔyscN mutants of C12 and CO92, protected optimally against lethal bubonic or pneumonic plague. Protection against encapsulated Y. pestis required inclusion of F1 in the vaccine and was associated with high anti-F1 titers.


2013 ◽  
Vol 25 (1) ◽  
pp. 257
Author(s):  
F. Gandolfi ◽  
G. Stradaioli ◽  
V. Gollini ◽  
F. Cattonaro ◽  
C. Galli ◽  
...  

Maternal transcripts are accumulated during oocyte growth and drive early embryonic development; therefore, their characterisation is a relevant factor for predicting fertility. DNA microarrays have been the method of choice for transcriptional profiling, but this method has some limitations when applied to domestic species because it relies upon existing knowledge about genome sequence and offers a limited quantitative evaluation. These limits are overcome by next-generation sequencing technology. The aim of the work was to define a reference standard for bovine fertility determining the list and the level of transcripts stored in fully grown oocytes collected from heifers (H) and to compare this pattern with that of adult repeat breeders (RB). Oocytes were collected by ovum pick-up (OPU) from 5 Italian Dappled Red heifers of 11 to 15 months of age that became pregnant at the following oestrus and from 4 adult cows of the same breed with an age of 4 to 7 years, classified as repeat breeders after they failed to become pregnant for a minimum of 3 consecutive AI. In both groups, oocytes were aspirated from follicles of 4 to 6 mm in diameter. Each oocyte was carefully denuded and immediately snap frozen in liquid nitrogen. Oocytes from each animal were pooled together (range 4 to 11) and analysed as a single sample. Total RNA extraction was performed by RNeasy Micro Kit (Qiagen, Valencia, CA, USA). Amplified cDNA, from both mRNA and non-polyadenylated transcripts, was prepared starting from total RNA using the Ovation RNA-Seq System V2 (NuGEN Inc., San Carlos, CA, USA). Purified cDNA was ligated directly into an Illumina sequencing library using TruSeq DNA Sample Prep kit (Illumina Inc., San Diego, CA, USA). Sequencing was performed on Illumina HiSEqn 2000 in the 50-bp long single-read set-up, at a 4-plex of multiplexing level, producing 30 to 40 million reads per sample. Data were annotated using the cDNA ENSEMBL UMD 3.1.67 database. On average, the number of transcripts present in each sample was 15 438 ± 766 in H and 15 624 ± 768 in RB oocytes. Nineteen thousand one hundred sixty-one transcripts were detected at least in one sample, and 12 174 were detected in all samples. The comparison between H and RB showed that 598 transcripts out of 19 161 (3.12%) and 437 out of 12 174 (3.59%) are expressed at a significantly different level (P < 0.05) in the 2 groups. Taking into consideration only the transcripts detected in all the samples, with an expression rate of at least 10-fold different and a P < 0.05 we identified 39 genes. Seventeen transcripts were more abundant in RB oocytes, whereas 22 were downregulated. This is the first analysis of the oocyte transcriptome performed with deep sequencing technology. The method enabled us to compile a full list of transcripts that are found in highly competent oocytes. A direct comparison with low-quality oocytes indicated that quantitative differences of transcripts level are limited to a small subpopulation of key transcripts. Supported by PRIN 2008.


2020 ◽  
Vol 9 (1) ◽  
pp. 80
Author(s):  
Le Jiang ◽  
Tatyana Belinskaya ◽  
Zhiwen Zhang ◽  
Teik-Chye Chan ◽  
Wei-Mei Ching ◽  
...  

Exosomes are small extracellular vesicles that carry proteins, lipids, and nucleic acids. They are circulated in many body fluids and play an important role in intercellular communications. MicroRNAs (miRNAs), as major components of exosomes, are often regulated in many diseases including bacterial and viral infections. Functionally, exosome-carried miRNAs interact with various immune cells and affect their behavior. Little is known whether exosomal miRNAs are regulated during scrub typhus, a potentially lethal infection caused by intracellular bacteria, Orientiatsutsugamushi. In the present study, we utilized a scrub typhus mouse model and collected serum at various time points post infection. A custom quantitative PCR array covering 92 murine miRNAs was used to profile serum exosomal miRNAs. A total of 12 miRNAs were found to be significantly up- or down-regulated at least at one time point post infection when compared to uninfected animals. Further analysis identified multiple miRNAs in the let-7 family that were consistently down-regulated at early and late phase of infection. Functionally, serum exosomes isolated from infected mice displayed strong proinflammatory effect when incubated with bone marrow-derived macrophages. Our data revealed dynamic regulations of serum exosomal miRNA during scrub typhus infection, which could significantly influence host immune responses and disease outcome.


2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Alexandre Souvorov ◽  
Richa Agarwala

Abstract Background Illumina is the dominant sequencing technology at this time. Short length, short insert size, some systematic biases, and low-level carryover contamination in Illumina reads continue to make assembly of repeated regions a challenging problem. Some applications also require finding multiple well supported variants for assembled regions. Results To facilitate assembly of repeat regions and to report multiple well supported variants when a user can provide target sequences to assist the assembly, we propose SAUTE and SAUTE_PROT assemblers. Both assemblers use de Bruijn graph on reads. Targets can be transcripts or proteins for RNA-seq reads and transcripts, proteins, or genomic regions for genomic reads. Target sequences are nucleotide and protein sequences for SAUTE and SAUTE_PROT, respectively. Conclusions For RNA-seq, comparisons with Trinity, rnaSPAdes, SPAligner, and SPAdes assembly of reads aligned to target proteins by DIAMOND show that SAUTE_PROT finds more coding sequences that translate to benchmark proteins. Using AMRFinderPlus calls, we find SAUTE has higher sensitivity and precision than SPAdes, plasmidSPAdes, SPAligner, and SPAdes assembly of reads aligned to target regions by HISAT2. It also has better sensitivity than SKESA but worse precision.


Genes ◽  
2021 ◽  
Vol 12 (4) ◽  
pp. 568
Author(s):  
Laura Vilanova ◽  
Claudio A. Valero-Jiménez ◽  
Jan A.L. van Kan

Brown rot is the most economically important fungal disease of stone fruits and is primarily caused by Monilinia laxa and Monlinia fructicola. Both species co-occur in European orchards although M. fructicola is considered to cause the most severe yield losses in stone fruit. This study aimed to generate a high-quality genome of M. fructicola and to exploit it to identify genes that may contribute to pathogen virulence. PacBio sequencing technology was used to assemble the genome of M. fructicola. Manual structural curation of gene models, supported by RNA-Seq, and functional annotation of the proteome yielded 10,086 trustworthy gene models. The genome was examined for the presence of genes that encode secreted proteins and more specifically effector proteins. A set of 134 putative effectors was defined. Several effector genes were cloned into Agrobacterium tumefaciens for transient expression in Nicotiana benthamiana plants, and some of them triggered necrotic lesions. Studying effectors and their biological properties will help to better understand the interaction between M. fructicola and its stone fruit host plants.


2021 ◽  
Vol 3 (2) ◽  
Author(s):  
Xueyi Dong ◽  
Luyi Tian ◽  
Quentin Gouil ◽  
Hasaru Kariyawasam ◽  
Shian Su ◽  
...  

Abstract Application of Oxford Nanopore Technologies’ long-read sequencing platform to transcriptomic analysis is increasing in popularity. However, such analysis can be challenging due to the high sequence error and small library sizes, which decreases quantification accuracy and reduces power for statistical testing. Here, we report the analysis of two nanopore RNA-seq datasets with the goal of obtaining gene- and isoform-level differential expression information. A dataset of synthetic, spliced, spike-in RNAs (‘sequins’) as well as a mouse neural stem cell dataset from samples with a null mutation of the epigenetic regulator Smchd1 was analysed using a mix of long-read specific tools for preprocessing together with established short-read RNA-seq methods for downstream analysis. We used limma-voom to perform differential gene expression analysis, and the novel FLAMES pipeline to perform isoform identification and quantification, followed by DRIMSeq and limma-diffSplice (with stageR) to perform differential transcript usage analysis. We compared results from the sequins dataset to the ground truth, and results of the mouse dataset to a previous short-read study on equivalent samples. Overall, our work shows that transcriptomic analysis of long-read nanopore data using long-read specific preprocessing methods together with short-read differential expression methods and software that are already in wide use can yield meaningful results.


2021 ◽  
pp. 109643
Author(s):  
K. Connick ◽  
R. Lalor ◽  
A. Murphy ◽  
A. Glasgow ◽  
C. Breen ◽  
...  

Author(s):  
Brandon Anton Paarwater ◽  
Jomien Mouton ◽  
Samantha L Sampson ◽  
Stephanus T Malherbe ◽  
Jane A Shaw ◽  
...  

The influence of smoke- or air pollution-derived cytoplasmic particulate matter (PM) can be detrimental and lead to failed lung immunity. We investigated mycobacterial uptake, intracellular replication, and soluble immune mediator responses of human bronchoalveolar lavage cells (BALC) loaded with/without PM, to infection with mycobacterial strains. We observed that only BALC containing PM display an ex vivo phenotypic profile dominated by spontaneous interleukin (IL) -10 production. PM loaded BALC retained the ability to phagocytose both Mycobacterium bovis Bacille Calmette Guérin (BCG) and Mycobacterium tuberculosis (M.tb) ΔleuDΔpanCD at equal efficacy as clear non-PM loaded BALC. However, immune responsiveness, such as the production of IL-6 (p=0.015) and tumor necrosis factor (TNF)-α (p= 0.0172) immediately post M.bovis BCG infection, were dramatically lower in black BALC loaded with PM versus clear non-PM loaded BALC. By 24 hour post infection, differential immune responses to M.bovis BCG between black versus clear BALC waned, and instead, production of IL-6 (p= 0.03) and IL-1α (p= 0.04 ) by black BALC were lower versus clear BALC following M.tb ΔleuDΔpanCD infection. Considering that TNFα and IL-6 are characterized as critical to host protection against mycobacteria, our findings suggest that BALC loaded with inhaled PM, display lower levels of anti-mycobacterial mediators, and that the response magnitude differs according to infective mycobacterial strain. Even though this did not translate into altered mycobacterial killing at early time points post infection, the long-term impact of such changes remains to be established.


2017 ◽  
Vol 64 (5) ◽  
pp. 728-737 ◽  
Author(s):  
H. Yang ◽  
H. Y. Zhou ◽  
X. N. Yang ◽  
J. J. Zhan ◽  
H. Zhou ◽  
...  

PLoS ONE ◽  
2021 ◽  
Vol 16 (1) ◽  
pp. e0240769
Author(s):  
Prasanna Channathodiyil ◽  
Jonathan Houseley

A simple method for extraction of high quality RNA from cells that have been fixed, stained and sorted by flow cytometry would allow routine transcriptome analysis of highly purified cell populations and single cells. However, formaldehyde fixation impairs RNA extraction and inhibits RNA amplification. Here we show that good quality RNA can be readily extracted from stained and sorted mammalian cells if formaldehyde is replaced by glyoxal—a well-characterised fixative that is widely compatible with immunofluorescent staining methods. Although both formaldehyde and glyoxal efficiently form protein-protein crosslinks, glyoxal does not crosslink RNA to proteins nor form stable RNA adducts, ensuring that RNA remains accessible and amenable to enzymatic manipulation after glyoxal fixation. We find that RNA integrity is maintained through glyoxal fixation, permeabilisation with methanol or saponin, indirect immunofluorescent staining and flow sorting. RNA can then be extracted by standard methods and processed into RNA-seq libraries using commercial kits; mRNA abundances measured by poly(A)+ RNA-seq correlate well between freshly harvested cells and fixed, stained and sorted cells. We validate the applicability of this approach to flow cytometry by staining MCF-7 cells for the intracellular G2/M-specific antigen cyclin B1 (CCNB1), and show strong enrichment for G2/M-phase cells based on transcriptomic data. Switching to glyoxal fixation with RNA-compatible staining methods requires only minor adjustments of most existing staining and sorting protocols, and should facilitate routine transcriptomic analysis of sorted cells.


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