scholarly journals Stage-Specific Long Non-coding RNAs in Cryptosporidium parvum as Revealed by Stranded RNA-Seq

2020 ◽  
Author(s):  
Yiran Li ◽  
Rodrigo P. Baptista ◽  
Adam Sateriale ◽  
Boris Striepen ◽  
Jessica C. Kissinger

AbstractCryptosporidium is a protist parasite that has been identified as the second leading cause of moderate to severe diarrhea in children younger than two and a significant cause of mortality worldwide. Cryptosporidium has a complex, obligate, intracellular but extra cytoplasmic lifecycle in a single host. How genes are regulated in this parasite remains largely unknown. Long non-coding RNAs (lncRNAs) play critical regulatory roles, including gene expression across a broad range of organisms. Cryptosporidium lncRNAs have been reported to enter the host cell nucleus and affect the host response. However, no systematic study of lncRNAs in Cryptosporidium has been conducted to identify additional lncRNAs. In this study, we analyzed a C. parvum in vitro strand-specific RNA-seq developmental time series covering both asexual and sexual stages to identify lncRNAs associated with parasite development. In total, we identified 396 novel lncRNAs 86% of which are differentially expressed. Nearly 10% of annotated mRNAs have an antisense lncRNA. lncRNAs also appear to occur most often at the 3’ end of their corresponding sense mRNA. Putative lncRNA regulatory regions were identified and many appear to encode bidirectional promoters. A positive correlation trend between lncRNA and the upstream mRNA expression was observed. Evolutionary conservation and expression of lncRNA candidates was observed between C. parvum, C. hominis and C. baileyi. Ten C. parvum protein-encoding genes with antisense transcripts have P. falciparum orthologs that also have antisense transcripts. Three C. parvum lncRNAs with exceptional properties (e.g., intron splicing) were experimentally validated using RT-PCR and RT-qPCR. We provide an initial characterization of the C. parvum non-coding transcriptome to facilitate further investigations into the roles of lncRNAs in parasite development and host-pathogen interactions.

Author(s):  
Yiran Li ◽  
Rodrigo P. Baptista ◽  
Adam Sateriale ◽  
Boris Striepen ◽  
Jessica C. Kissinger

Cryptosporidium is a protist parasite that has been identified as the second leading cause of moderate to severe diarrhea in children younger than two and a significant cause of mortality worldwide. Cryptosporidium has a complex, obligate, intracellular but extra cytoplasmic lifecycle in a single host. How genes are regulated in this parasite remains largely unknown. Long non-coding RNAs (lncRNAs) play critical regulatory roles, including gene expression across a broad range of organisms. Cryptosporidium lncRNAs have been reported to enter the host cell nucleus and affect the host response. However, no systematic study of lncRNAs in Cryptosporidium has been conducted to identify additional lncRNAs. In this study, we analyzed a C. parvum in vitro strand-specific RNA-seq developmental time series covering both asexual and sexual stages to identify lncRNAs associated with parasite development. In total, we identified 396 novel lncRNAs, mostly antisense, with 86% being differentially expressed. Surprisingly, nearly 10% of annotated mRNAs have an antisense transcript. lncRNAs occur most often at the 3′ end of their corresponding sense mRNA. Putative lncRNA regulatory regions were identified and many appear to encode bidirectional promoters. A positive correlation between lncRNA and upstream mRNA expression was observed. Evolutionary conservation and expression of lncRNA candidates was observed between C. parvum, C. hominis and C. baileyi. Ten C. parvum protein-encoding genes with antisense transcripts have P. falciparum orthologs that also have antisense transcripts. Three C. parvum lncRNAs with exceptional properties (e.g., intron splicing) were experimentally validated using RT-PCR and RT-qPCR. This initial characterization of the C. parvum non-coding transcriptome facilitates further investigations into the roles of lncRNAs in parasite development and host-pathogen interactions.


Genes ◽  
2021 ◽  
Vol 12 (5) ◽  
pp. 630
Author(s):  
Yongqing Lan ◽  
Meng Li ◽  
Shuangli Mi

Hematopoietic differentiation is a well-orchestrated process by many regulators such as transcription factor and long non-coding RNAs (lncRNAs). However, due to the large number of lncRNAs and the difficulty in determining their roles, the study of lncRNAs is a considerable challenge in hematopoietic differentiation. Here, through gene co-expression network analysis over RNA-seq data generated from representative types of mouse myeloid cells, we obtained a catalog of potential key lncRNAs in the context of mouse myeloid differentiation. Then, employing a widely used in vitro cell model, we screened a novel lncRNA, named Gdal1 (Granulocytic differentiation associated lncRNA 1), from this list and demonstrated that Gdal1 was required for granulocytic differentiation. Furthermore, knockdown of Cebpe, a principal transcription factor of granulocytic differentiation regulation, led to down-regulation of Gdal1, but not vice versa. In addition, expression of genes involved in myeloid differentiation and its regulation, such as Cebpa, were influenced in Gdal1 knockdown cells with differentiation blockage. We thus systematically identified myeloid differentiation associated lncRNAs and substantiated the identification by investigation of one of these lncRNAs on cellular phenotype and gene regulation levels. This study promotes our understanding of the regulation of myeloid differentiation and the characterization of roles of lncRNAs in hematopoietic system.


2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Xia Tang ◽  
Delong Feng ◽  
Min Li ◽  
Jinxue Zhou ◽  
Xiaoyuan Li ◽  
...  

Abstract Fully elucidating the molecular mechanisms of non-coding RNAs (ncRNAs), including micro RNAs (miRNAs) and long non-coding RNAs (lncRNAs), underlying hepatocarcinogenesis is challenging. We characterized the expression profiles of ncRNAs and constructed a regulatory mRNA-lncRNA-miRNA (MLMI) network based on transcriptome sequencing (RNA-seq) of hepatocellular carcinoma (HCC, n = 9) patients. Of the identified miRNAs (n = 203) and lncRNAs (n = 1,090), we found 16 significantly differentially expressed (DE) miRNAs and three DE lncRNAs. The DE RNAs were highly enriched in 21 functional pathways implicated in HCC (p < 0.05), including p53, MAPK, and NAFLD signaling. Potential pairwise interactions between DE ncRNAs and mRNAs were fully characterized using in silico prediction and experimentally-validated evidence. We for the first time constructed a MLMI network of reciprocal interactions for 16 miRNAs, three lncRNAs, and 253 mRNAs in HCC. The predominant role of MEG3 in the MLMI network was validated by its overexpression in vitro that the expression levels of a proportion of MEG3-targeted miRNAs and mRNAs was changed significantly. Our results suggested that the comprehensive MLMI network synergistically modulated carcinogenesis, and the crosstalk of the network provides a new avenue to accurately describe the molecular mechanisms of hepatocarcinogenesis.


2019 ◽  
Author(s):  
Hua Su ◽  
Lin Zhou ◽  
Na Li ◽  
Guowen Wang ◽  
Lingfang Wu ◽  
...  

AbstractHypoxic pulmonary hypertension (HPH) is a lethal disease. CircRNAs and m6A circRNAs have been reported to be associated with cancer progression, but the expression profiling of m6A circRNAs has not been identified in HPH. This study was to investigate the transcriptome-wide map of m6A circRNAs in HPH. In this study, hypoxia-induced PH rat model was established. Total RNA was extracted and purified from lungs of rats, then circRNAs were detected and annotated by RNA-seq analysis. m6A RNA Immunoprecipitation (MeRIP) was performed following rRNA depletion, and RNA-seq library was constructed. CircRNA–miRNA–mRNA co-expression network was also constructed. In vitro, total m6A was measured. m6A circXpo6 and m6A circTmtc3 were detected in pulmonary artery smooth muscle cells (PASMCs) and pulmonary artery endothelial cells (PAECs) exposed to 21% O2 and 1% O2 for 48 h, respectively. m6A abundance in 166 circRNAs was significantly upregulated and m6A abundance in 191 circRNAs was significantly downregulated in lungs of HPH rats. m6A abundance in circRNAs was significantly reduced in hypoxia in vitro. m6A circRNAs were mainly derived from single exons of protein-coding genes. m6A influenced the circRNA–miRNA–mRNA co-expression network in hypoxia. m6A circXpo6 and m6A circTmtc3 were downregulated in hypoxia. In general, our study firstly identified the transcriptome-wide map of m6A circRNAs in HPH. m6A level in circRNAs was decreased in lungs of HPH rats and in PASMCs and PAECs exposed to hypoxia. Downregulated or upregulated m6A level influenced circRNA–miRNA–mRNA co-expression network in HPH. Moreover, we firstly identified two downregulated m6A circRNAs in HPH: circXpo6 and circTmtc3. We suggested that m6A circRNAs may be used as a potential diagnostic marker or therapy target in the future.Author summaryHPH is a disease with great morbidity and mortality. It is often caused by chronic hypoxic lung diseases, such as chronic obstructive pulmonary disease and interstitial lung diseases. It lacks effective therapy methods so far. CircRNAs are a type of non-coding RNAs and can be used as biomarkers because they are differentially enriched in specific cell types or tissues and not easily degraded. m6A is identified as the most universal modification on non-coding RNAs in eukaryotes. CircRNAs can be modified by m6A. m6A circRNAs in HPH is not well understood yet. Here we identify the transcriptome-wide map of m6A circRNAs in HPH. We elucidate that m6A level in circRNAs is decreased in lungs of HPH rats and in PASMCs and PAECs exposed to hypoxia. We find that downregulated or upregulated m6A level influences circRNA– miRNA–mRNA co-expression network in HPH. Moreover, we are the first to identify two downregulated m6A circRNAs in HPH: circXpo6 and circTmtc3. We suggest that m6A circRNAs may be used as a potential diagnostic marker or therapy target in the future.


2021 ◽  
Vol 2 ◽  
Author(s):  
Zhigang Lu ◽  
Geetha Sankaranarayanan ◽  
Kate A. Rawlinson ◽  
Victoria Offord ◽  
Paul J. Brindley ◽  
...  

Schistosomiasis, the most important helminthic disease of humanity, is caused by infection with parasitic flatworms of the genus Schistosoma. The disease is driven by parasite eggs becoming trapped in host tissues, followed by inflammation and granuloma formation. Despite abundant transcriptome data for most developmental stages of the three main human-infective schistosome species—Schistosoma mansoni, S. japonicum and S. haematobium—the transcriptomic profiles of developing eggs remain under unexplored. In this study, we performed RNAseq of S. mansoni eggs laid in vitro during early and late embryogenesis, days 1-3 and 3-6 post-oviposition, respectively. Analysis of the transcriptomes identified hundreds of up-regulated genes during the later stage, including venom allergen-like (VAL) proteins, well-established host immunomodulators, and genes involved in organogenesis of the miracidium larva. In addition, the transcriptomes of the in vitro laid eggs were compared with existing publicly available RNA-seq datasets from S. mansoni eggs collected from the livers of rodent hosts. Analysis of enriched GO terms and pathway annotations revealed cell division and protein synthesis processes associated with early embryogenesis, whereas cellular metabolic processes, microtubule-based movement, and microtubule cytoskeleton organization were enriched in the later developmental time point. This is the first transcriptomic analysis of S. mansoni embryonic development, and will facilitate our understanding of infection pathogenesis, miracidial development and life cycle progression of schistosomes.


2021 ◽  
Author(s):  
Dong Won Kim ◽  
Kamil Taneja ◽  
Thanh Hoang ◽  
Clayton Pio Santiago ◽  
Timothy James McCulley ◽  
...  

Purpose: Orbital fat hyperplasia has a central role in the manifestations of thyroid-associated orbitopathy (TAO). To better understand the pathways involved in adipogenesis in TAO, we have used transcriptomic methods to analyze gene expression in control and TAO patients, as well as in differentiating orbital fibroblasts (OFs). Methods: We performed bulk RNA sequencing (RNA-Seq) on intraconal orbital fat to compare gene expression in control and TAO patients. We treated cultured OFs derived from TAO patients with media containing dexamethasone, insulin, rosiglitazone, and isobutylmethylxanthine (IBMX) to induce adipogenesis. We used single nuclear RNA-Seq (snRNA-Seq) profiling of treated OFs to compare gene expression over time in order to identify pathways that are involved in orbital adipogenesis in vitro and compared the dynamic patterns of gene expression identify differences in gene expression in control and TAO orbital fat. Results: Orbital fat from TAO and control patients segregate with principal component analysis (PCA). Numerous signaling pathways are enriched in orbital fat isolated from TAO patients. SnRNA-Seq of orbital fibroblasts undergoing adipogenesis reveals differential expression of adipocyte-specific genes over the developmental time course. Furthermore, genes that are enriched in TAO orbital fat are also upregulated in orbital adipocytes that differentiate in vitro, while genes that are enriched in control orbital fat are enriched in orbital fibroblasts prior to differentiation. Conclusions: Differentiating orbital fibroblasts serve as a model to study orbital fat hyperplasia seen in TAO. We demonstrate that the insulin-like growth factor-1 receptor (IGF-1R) and Wnt signaling pathways are differentially expressed early in orbital adipogenesis.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 48-48
Author(s):  
Min Luo ◽  
Mira Jeong ◽  
Deqiang Sun ◽  
Hyun-Jung Park ◽  
Liubin Yang ◽  
...  

The mammalian genome encodes a significant number of long non-coding RNAs (lncRNAs). The functions of some lncRNAs have been determined in biological processes, such as cancer progression, cell-cycle regulation and embryonic stem cell (ESC) pluripotency. However, our understanding of the basic function of lncRNAs in hematopoietic stem cell (HSC) is still limited. Here, we aim to identify the full complement of lncRNAs expressed in mouse HSCs and to determine whether they control HSC function. To uncover lncRNAs expressed in HSC across different ages, we performed RNA-seq on highly purified HSCs (SP-KSL-CD150+) from 4 month (m04), 12 month (m12) and 24 month (m24) old mice. With two biological replicates for each age, deep sequencing generated 368, 311 and 293 million mapped reads for m04, m12 and m24 HSC, respectively. After combining these datasets, assembly of over 1 billion mapped reads for the HSC transcriptome reconstructed 3,104 novel transcripts, which do not correspond to any UCSC, RefSeq or Ensemble known genes. Among them, 2,853 transcripts have multiple assembled exons and a total length >200 bp, representing potential lncRNAs. It has been shown that lncRNAs usually exhibit stage- or cell type-specific expression. To identify lncRNAs specifically expressed in HSC, we further performed RNA-seq on differentiated lymphoid lineage B cells (B220+) and myeloid lineage Granulocytes (Gr1+). Comparison of the expression of these 2,853 transcripts in the three cell types revealed that 173 transcripts are specifically expressed in HSC. As epigenetic mechanisms play critical roles to regulate gene transcription, we checked the chromatin map associated with those novel transcripts by ChIP-seq for H3K4me3, H3K27me3 and H3K36me3 in purified HSCs. Like protein-coding genes, these HSC specific novel transcripts typically contain the H3K4me3 mark at their transcriptional start site (TSS) and H3K36me3 along the gene body. Remarkably, one fifth of those 173 transcripts showed altered expression with HSC aging. Given that HSC function declines with aging, we hypothesize that those transcripts contribute to control HSC homeostasis. We selected three of these transcripts for further validation: LncHSC-1, LncHSC-2 and LncHSC-3. RT-PCR confirmed that they were highly expressed in stem and progenitor populations (KSL), but not in differentiated lineages (B220, CD4, CD8, Mac1, Gr1 and Ter119). Next, we generated retrovirally expressed-miRNA constructs to knockdown these transcripts. In vitro methocult colony forming assay showed that knockdown of LncHSC-1 in HSC significantly increased the colony number after second plating. Lineage analysis revealed that the majority of those cells are c-Kit+, and exhibit similar morphology, possibly representing expanded myeloid progenitors. To confirm our in vitro findings, we further examined their functions in vivo by HSC transplantation. Progenitors in which LncHSC-3 was knocked down failed to contribute to long-term hematopoietic reconstitution, as revealed by loss of retrovirally transduced population in the peripheral blood and bone marrow. In contrast, progenitors in which LncHSC-1 was knocked down resulted in augmented myeloid differentiation, consistent with in vitro CFU results that knockdown increased myeloid colony number. To understand the molecular mechanism through which lncRNAs influence hematopoiesis, we checked gene expression changes upon knockdown of specific transcripts in KSL cells. Overall, 80-100 genes were significantly changed after knockdown of specific transcripts, including cell cycle regulators and chromatin modification enzymes. For example, after LncHSC-3 knockdown, cell cycle regulator Cdkn1a (p21) expression increased, possibly contributing to the inhibition of hematopoietic reconstitution. In summary, here we carried out a comprehensive lncRNAs analysis in HSC and determined HSC specific novel transcripts. Loss-of-function experiments demonstrated that these transcripts may play important roles for HSC self-renewal and differentiation. These findings provide a useful resource to study lncRNA functions in normal hematopoiesis and disease progression. Disclosures: No relevant conflicts of interest to declare.


2021 ◽  
Author(s):  
Zhigang Lu ◽  
Geetha Sankaranarayanan ◽  
Kate A Rawlinson ◽  
Victoria Offord ◽  
Paul J Brindley ◽  
...  

Schistosomiasis, the most important helminthic disease of humanity, is caused by infection with parasitic flatworms of the genus Schistosoma. The disease is driven by the eggs laid by the parasites and becoming trapped in host tissues, followed by inflammation and granuloma formation. Despite abundant transcriptome data for most developmental stages of the three main human-infective schistosome species, i.e. Schistosoma mansoni, S. japonicum and S. haematobium, the transcriptomic profiles of developing eggs remain largely unexplored. In this study, we performed RNAseq of S. mansoni eggs laid in vitro during early and late embryogenesis (days 1-3 and 3-6 post-oviposition, respectively). Analysis of the transcriptomes identified hundreds of up-regulated genes during the later stage, including venom allergen-like (VAL) proteins, well-established host immunomodulators, and genes involved in organogenesis of the miracidium larva. In addition, the transcriptomes of the in vitro laid eggs were compared with existing publicly available RNA-seq dataset from S. mansoni eggs collected from the livers of murine hosts. Analysis of enriched GO terms and pathway annotations revealed cell division and protein synthesis processes associated with early embryogenesis, whereas cellular metabolic processes, microtubule-based movement, and microtubule cytoskeleton organization were found enriched in the later developmental time point. This is the first transcriptomic analysis of S. mansoni embryonic development, and will facilitate our understanding of infection pathogenesis, miracidia development and life cycle progression of schistosomes.


2021 ◽  
Author(s):  
Oscar G Wilkins ◽  
Jernej Ule

RNA sequencing libraries produced from fragmented RNA, especially Ribo-seq libraries, contain high proportions of reads from abundant non-coding RNAs. Here, we describe a streamlined Cas9-based protocol for removing abundant rRNA/ncRNA contaminants from Ribo-seq (or other small RNA-seq) libraries and an easy-to-use software tool, ribocutter, for designing sgRNA templates. Following sgRNA template design, the pool of templates is in vitro transcribed using a 1-step commercial kit, which produces enough sgRNAs for multiple treatments. A single multiplexed sequencing library is then treated with Cas9/sgRNAs, followed by a short PCR program, which can increase the fraction of useful reads by more than 3-fold. Comparison of samples before and after depletion demonstrates that Cas9 produces minimal off-target effects and preserves key features (eg. footprint length, periodicity) of Ribo-seq libraries. The method is thus highly effective, costs <€1.00 per sample, and minimises non-specific depletion and technical variation between samples.


Blood ◽  
1990 ◽  
Vol 76 (6) ◽  
pp. 1250-1255 ◽  
Author(s):  
S Whitehead ◽  
TE Peto

Abstract Deferoxamine (DF) has antimalarial activity that can be demonstrated in vitro and in vivo. This study is designed to examine the speed of onset and stage dependency of growth inhibition by DF and to determine whether its antimalarial activity is cytostatic or cytocidal. Growth inhibition was assessed by suppression of hypoxanthine incorporation and differences in morphologic appearance between treated and control parasites. Using synchronized in vitro cultures of Plasmodium falciparum, growth inhibition by DF was detected within a single parasite cycle. Ring and nonpigmented trophozoite stages were sensitive to the inhibitory effect of DF but cytostatic antimalarial activity was suggested by evidence of parasite recovery in later cycles. However, profound growth inhibition, with no evidence of subsequent recovery, occurred when pigmented trophozoites and early schizonts were exposed to DF. At this stage in parasite development, the activity of DF was cytocidal and furthermore, the critical period of exposure may be as short as 6 hours. These observations suggest that iron chelators may have a role in the treatment of clinical malaria.


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