scholarly journals Regulation of shrimp prophenoloxidase activating system by lva-miR-4850 during bacterial infection

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Pakpoom Boonchuen ◽  
Phattarunda Jaree ◽  
Kulwadee Somboonviwat ◽  
Kunlaya Somboonwiwat
Keyword(s):  
Small Rna ◽  
Vibrio Parahaemolyticus ◽  
Small Rna Sequencing ◽  
Biological Processes ◽  
Transcript Levels ◽  
Qrt Pcr ◽  
Target Mrnas ◽  
Immune Pathways ◽  
Acute Hepatopancreatic Necrosis Disease ◽  
Number Of Bacteria

AbstractMicroRNAs (miRNAs) suppress gene expression and regulate biological processes. Following small RNA sequencing, shrimp hemocytes miRNAs differentially expressed in response to acute hepatopancreatic necrosis disease (AHPND) caused by Vibrio parahaemolyticus (VPAHPND) were discovered and some were confirmed by qRT-PCR. VPAHPND-responsive miRNAs were predicted to target several genes in various immune pathways. Among them, lva-miR-4850 is of interest because its predicted target mRNAs are two important genes of the proPO system; proPO2 (PO2) and proPO activating factor 2 (PPAF2). The expression of lva-miR-4850 was significantly decreased after VPAHPND infection, whereas those of the target mRNAs, PO2 and PPAF2, and PO activity were significantly upregulated. Introducing the lva-miR-4850 mimic into VPAHPND-infected shrimps caused a reduction in the PO2 and PPAF2 transcript levels and the PO activity, but significantly increased the number of bacteria in the VPAHPND targeted tissues. This result inferred that lva-miR-4850 plays a crucial role in regulating the proPO system via suppressing expression of PPAF2 and PO2. To fight against VPAHPND infection, shrimp downregulated lva-miR-4850 expression resulted in proPO activation.

scholarly journals Identification and validation of miRNA reference genes in poplar under pathogen stress

2021 ◽  
Author(s):  
Lichun Zhang ◽  
Xiaoqian Yang ◽  
Yiyi Yin ◽  
Jinxing Wang ◽  
Yanwei Wang
Keyword(s):  
Gene Expression ◽  
Reference Gene ◽  
Small Rna ◽  
Reference Genes ◽  
Expression Profiles ◽  
Small Rna Sequencing ◽  
Rna Seq ◽  
Internal Standards ◽  
Qrt Pcr ◽  
Canker Pathogen

Abstract Quantitative real time polymerase chain reaction (qRT-PCR) is a common method to analyze gene expression. Due to differences in RNA quantity, quality, and reverse transcription efficiency between qRT-PCR samples, reference genes are used as internal standards to normalize gene expression. However, few universal genes especially miRNAs have been identified as reference so far. Therefore, it is essential to identify reference genes that can be used across various experimental conditions, stress treatments, or tissues. In this study, 14 microRNAs (miRNAs) and 5.8S rRNA were assessed for expression stability in poplar trees infected with canker pathogen. Using three reference gene analysis programs, we found that miR156g and miR156a exhibited stable expression throughout the infection process. miR156g and miR156a were then tested as internal standards to measure the expression of miR1447 and miR171c, and the results were compared to small RNA sequencing (RNA-seq) data. We found that when miR156a was used as the reference gene, the expression of miR1447 and miR171c were consistent with the small RNA-seq expression profiles. Therefore, miR156a was the most stable miRNAs examined in this study, and could be used as a reference gene in poplar under canker pathogen stress, which should enable comprehensive comparisons of miRNAs expression and avoid the bias caused by different lenth between detected miRNAs and traditional referece genes. The present study has expanded the miRNA reference genes available for gene expression studies in trees under biotic stress.

scholarly journals Small RNA sequencing evaluation of renal microRNA biomarkers in dogs with X-linked hereditary nephropathy

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Candice P. Chu ◽  
Shiguang Liu ◽  
Wenping Song ◽  
Ethan Y. Xu ◽  
Mary B. Nabity
Keyword(s):  
Small Rna ◽  
Target Genes ◽  
Differentially Expressed ◽  
Small Rna Sequencing ◽  
Rna Seq ◽  
Ckd Progression ◽  
Critical Pathways ◽  
Qrt Pcr ◽  
Hereditary Nephropathy ◽  
Differentially Expressed Mirnas

AbstractDogs with X-linked hereditary nephropathy (XLHN) are an animal model for Alport syndrome in humans and progressive chronic kidney disease (CKD). Using mRNA sequencing (mRNA-seq), we have characterized the gene expression profile affecting the progression of XLHN; however, the microRNA (miRNA, miR) expression remains unknown. With small RNA-seq and quantitative RT-PCR (qRT-PCR), we used 3 small RNA-seq analysis tools (QIAGEN OmicSoft Studio, miRDeep2, and CPSS 2.0) to profile differentially expressed renal miRNAs, top-ranked miRNA target genes, and enriched biological processes and pathways in CKD progression. Twenty-three kidney biopsies were collected from 5 dogs with XLHN and 4 age-matched, unaffected littermates at 3 clinical time points (T1: onset of proteinuria, T2: onset of azotemia, and T3: advanced azotemia). We identified up to 23 differentially expressed miRNAs at each clinical time point. Five miRNAs (miR-21, miR-146b, miR-802, miR-142, miR-147) were consistently upregulated in affected dogs. We identified miR-186 and miR-26b as effective reference miRNAs for qRT-PCR. This study applied small RNA-seq to identify differentially expressed miRNAs that might regulate critical pathways contributing to CKD progression in dogs with XLHN.

scholarly journals Oxidative Medicine and Cellular Longevity Changes in the Small RNA Expression in Endothelial Cells in Response to Inflammatory Stimulation

2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Peixi Liu ◽  
Liuxun Hu ◽  
Yuan Shi ◽  
Yingjun Liu ◽  
Guo Yu ◽  
...  
Keyword(s):  
Endothelial Cells ◽  
Small Rna ◽  
Small Rnas ◽  
Cerebrovascular Diseases ◽  
Differentially Expressed ◽  
Small Rna Sequencing ◽  
Rna Expression ◽  
Tissue Specific ◽  
Qrt Pcr ◽  
Tnf Α

Objective. Endothelial cell inflammation is a common pathophysiological process in many cardiovascular and cerebrovascular diseases. Small RNA is a kind of short nonprotein coding RNA molecule. Changes in the small RNA expression in endothelial cells have been linked to the development of cardiovascular and cerebrovascular diseases. We investigated and verified differentially expressed small RNAs in endothelial cells in response to inflammatory stimulation. Methods. Primary rat endothelial cells were obtained from Sprague-Dawley rats and treated with 10 ng/ml TNF-α for 24 hours. Small RNA sequencing was used to generate extensive small RNA data. Significantly differentially expressed small RNAs identified in the analysis were further confirmed by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Then, we investigated the tissue-specific small RNA expression after RNA extraction from different tissues. Results. Small RNA sequencing demonstrated that 17 miRNAs, 1 piRNA, 10 snoRNAs, and 7 snRNAs were significantly differentially expressed. qRT-PCR identified 3 miRNAs, 2 snoRNAs, and 2 snRNAs with significantly different expression. Analysis of the tissue-specific expression showed that rno-miR-126a-5p was predominantly expressed in the lung, rno-miR-146a-5p in the intestines, and rno-novel-178 in the heart. Rno-piR-017330 was mainly expressed in the muscle. snoR-8966.1 was predominantly expressed in the bone. snoR-6253.1 was mostly expressed in the vessels and bone. snR-29469.1 was mainly expressed in the bone, and snR-85806.1 was predominantly expressed in the vessels and bone. Conclusions. We report for the first time the expression of small RNAs in endothelial cells under inflammatory conditions. TNF-α can regulate the expression of small RNAs in endothelial cells, and their expression is tissue-specific.

scholarly journals Integrated transcriptome, small RNA and degradome sequencing approaches proffer insights into chlorogenic acid (CGA) biosynthesis in leafy sweet potato

2019 ◽  
Author(s):  
Wenying Zhang ◽  
Yi Liu ◽  
Wenjin Su ◽  
Lianjun Wang ◽  
Jian Lei ◽  
...  
Keyword(s):  
Phenolic Compounds ◽  
Chlorogenic Acid ◽  
Rna Sequencing ◽  
Sweet Potato ◽  
Small Rna ◽  
In Silico ◽  
Small Rna Sequencing ◽  
Degradome Sequencing ◽  
Qrt Pcr ◽  
Dicaffeoylquinic Acid

Abstract Background Phenolic compounds play key roles in health protection and leafy sweet potato is an excellent source of total phenolics (TP). The chlorogenic acid (CGA) family, which includes caffeoylquinic acid (CQA), 3,4-O-dicaffeoylquinic acid (3,4-diCQA), 3,5-O-dicaffeoylquinic acid (3,5-diCQA) and 4,5-O-dicaffeoylquinic acid (4,5-diCQA), constitutes the major components of phenolic compounds in leafy sweet potato. However, the mechanism of CGA biosynthesis in leafy sweet potato is unclear. The objective of present study is to dissect the mechanisms of CGA biosynthesis by using transcriptome, small RNA and degradome sequencing.Results Transcriptome sequencing of twelve samples (three replicates) from one low-CGA content genotype and one high-CGA content genotype at two stages (65 and 85 days after planting) identified a total of 2333 common differentially expressed genes (DEGs). The enriched DEGs were related to photosynthesis, starch and sucrose metabolism and phenylpropanoid biosynthesis. In this study, functional genes CCR , CCoAOMT and HCT in the CGA biosynthetic pathway were uniformly downregulated, indicating the way to lignin was altered. Small RNA sequencing of the samples resulted in the identification of 171 microRNAs (miRNAs), including 149 known and 22 novel miRNAs. A total of 38 miRNAs were differentially expressed. Using in silico approaches, 1799 targets were predicated for 38 DE miRNAs. The target genes were enriched in lignin and phenylpropanoid catabolic process. Transcription factors (TFs) such as APETALA2/ethylene response factor ( AP2/ERF ) and Squamosa promoter binding protein -like ( SPL ) predicated in silico were validated in degradome sequencing. The association analysis of DE miRNAs and transcriptome datasets identified that MIR156 family targeted DHQ / SDH (3-dehydroquinate dehydratase/shikimate dehydrogenase), the key gene in the phenylpropanoid pathway , the result of which was validated by qRT-PCR. The expression trends of genes and miRNAs of qRT-PCR were consistent with the RNA and small RNA sequencing results.Conclusions This study established comprehensive functional genomic resources for the CGA biosynthesis and provided insights into the molecular mechanisms involving in this process. The results also enabled the first insights into the regulatory roles of mRNAs and miRNAs and offered candidate genes for leafy sweet potato improvement.

MicroRNA changes in the mouse placenta due to bisphenol A exposure

Epigenomics ◽  
2021 ◽  
Author(s):  
Jiude Mao ◽  
Jessica A Kinkade ◽  
Nathan J Bivens ◽  
Cheryl S Rosenfeld
Keyword(s):  
Bisphenol A ◽  
Small Rna ◽  
Small Rnas ◽  
Fetal Brain ◽  
Small Rna Sequencing ◽  
Rna Expression ◽  
Pathway Enrichment ◽  
Target Mrnas ◽  
Mouse Placenta ◽  
Fetal Brain Development

The aim of this study was to determine small RNA expression changes in mouse placenta induced by bisphenol A (BPA) exposure. The methods included exposing female mice to BPA two weeks prior to conception through gestational day 12.5; whereupon fetal placentas were collected, frozen in liquid nitrogen and stored at -80°C. Small RNAs were isolated and used for small RNA-sequencing. The results showed that 43 small RNAs were differentially expressed. Target mRNAs were closely aligned to those expressed by thymus and brain, and pathway enrichment analyses indicated that such target mRNAs regulate neurogenesis and associated neurodevelopment processes. The major conclusions are that BPA induces several small RNAs in mouse placenta that might provide biomarkers for BPA exposure. Further, the placenta might affect fetal brain development through the secretion of miRs.

scholarly journals Small Non-coding RNAome of ageing chondrocytes

2020 ◽  
Author(s):  
Panagiotis Balaskas ◽  
Jonathan A. Green ◽  
Tariq M. Haqqi ◽  
Philip Dyer ◽  
Yalda A. Kharaz ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Differentially Expressed ◽  
Cartilage Tissue ◽  
Small Rna Sequencing ◽  
High Grade ◽  
Human Cartilage ◽  
Fragment Analysis ◽  
Qrt Pcr ◽  
Non Coding Rnas

ABSTRACTBackgroundAgeing is one of the leading risk factors predisposing cartilage to musculoskeletal diseases, including osteoarthritis. Cumulative evidence suggests that small non-coding RNAs play a role in cartilage-related pathological changes. However, little research has been conducted on the effect of ageing on the expression of small non-coding RNAs in cartilage. By using small RNA sequencing, we investigated changes in the expression of small non-coding RNAs between young and old equine chondrocytes.MethodsChondrocytes were extracted from five young (4±1 years) and five old (17.4±1.9 years) macroscopically normal equine metacarpophalangeal joints. Following RNA extraction cDNA libraries were prepared and subjected to small RNA sequencing using the Illumina MiSeq platform. Differential expression analysis was performed in R using package DESeq2. For tRNA fragment analysis, tRNA reads were aligned to horse tRNA sequences using Bowtie2 version 2.2.5. Selected microRNA and small nucleolar RNA findings were validated using qRT-PCR in an extended cohort of equine chondrocytes. tRNA fragments were further investigated in low and high grade OA human cartilage tissue.ResultsIn total, 83 sncRNAs were differentially expressed between young and old equine chondrocytes, including microRNAs, snoRNAs, snRNAs and tRNAs. Of these, 34 were expressed higher and 49 were expressed lower in old chondrocytes compared to young. qRT-PCR analysis confirmed findings in an extended cohort of equine chondrocytes. Ingenuity Pathway Analysis of differentially expressed microRNAs and their predicted target genes linked them to cartilage and OA-related pathways and diseases. tRNA fragment analysis revealed that tiRNA-5035-GluCTC and tiRNA-5031-GluCTC-1 were reduced in both high grade OA human cartilage and old equine chondrocytes.ConclusionFor the first time, we have measured the effect of ageing on the expression of small non-coding RNAs in equine chondrocytes. Changes were detected in a number of different sncRNA species, including microRNAs, small nucleolar RNAs and tRNA fragments. This study supports a role for small non-coding RNAs in ageing cartilage and their potential involvement in age-related cartilage diseases.

scholarly journals Seminal Plasma piRNA Array Analysis Identifies Possible Biomarker piRNAs for the Diagnosis of Asthenozoospermia

2021 ◽  
Author(s):  
ling he ◽  
Xing wu ◽  
rong wu ◽  
ping guo ◽  
Wan sun ◽  
...  
Keyword(s):  
Logistic Regression ◽  
Small Rna ◽  
Metal Ion ◽  
Roc Analysis ◽  
Characteristic Curve ◽  
Differentially Expressed ◽  
Small Rna Sequencing ◽  
Bioinformatics Analyses ◽  
Diagnostic Efficacy ◽  
Qrt Pcr

Abstract Asthenozoospermia (AZS) is characterized by reduced sperm motility, and its pathogenesis remains poorly understood. Piwi-interacting RNAs (piRNAs) have been recognized to play important roles in spermatogenesis. However, little is known about the correlation of piRNAs with AZS. In this study, small RNA sequencing was performed on samples from AZS patients and fertile controls. Real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR) was used to validate the small RNA-seq results. Bioinformatics analyses were performed to predict the functions of differentially expressed piRNAs. Logistic regression models were constructed, and receiver operating characteristic curve (ROC) analysis was used to evaluate their diagnostic performance. A total of 114 upregulated and 169 downregulated piRNAs were detected in AZS patients. GO and KEGG analyses showed that the differentially expressed piRNAs were mainly associated with transcription, signal transduction, cell differentiation, metal ion binding and focal adhesion. These results were verified by qRT-PCR of 8 selected piRNAs. Among the differentially expressed piRNAs tested, piR-hsa-32694, piR-hsa-26591, piR-hsa-18725, piR-hsa-18586 and piR-hsa-2912 produced qRT-PCR results consistent with the sequencing results in AZS compared with controls in the first cohort, whereas the other three genes did not show significant differences in expression. piR-hsa-32694, piR-hsa-26591, piR-hsa-18725, and piR-hsa-18586 were significantly upregulated in AZS. The diagnostic power of the four piRNAs was further analysed using ROC analysis; piR-hsa-26591 exhibited an area under the ROC curve (AUC) of 0.913 (95% CI: 0.795-0.994). Logistic regression modelling and subsequent ROC analysis indicated that the combination of the 4 piRNAs reached good diagnostic efficacy (AUC: 0.935).

scholarly journals Analysis of miRNAs Targeted Storage Regulatory Genes during Soybean Seed Development Based on Transcriptome Sequencing

Genes ◽  
2019 ◽  
Vol 10 (6) ◽  
pp. 408 ◽  
Author(s):  
Jing-Yao Yu ◽  
Zhan-Guo Zhang ◽  
Shi-Yu Huang ◽  
Xue Han ◽  
Xin-Yu Wang ◽  
...  
Keyword(s):  
Expression Pattern ◽  
Seed Development ◽  
Small Rna ◽  
Target Genes ◽  
Soybean Seed ◽  
Regulatory Genes ◽  
Small Rna Sequencing ◽  
Grain Development ◽  
Regulatory Relationship ◽  
Novel Mirna

Soybeans are an important cash crop and are widely used as a source of vegetable protein and edible oil. MicroRNAs (miRNA) are endogenous small RNA that play an important regulatory role in the evolutionarily conserved system of gene expression. In this study, we selected four lines with extreme phenotypes, as well as high or low protein and oil content, from the chromosome segment substitution line (CSSL) constructed from suinong (SN14) and ZYD00006, and planted and sampled at three stages of grain development for small RNA sequencing and expression analysis. The sequencing results revealed the expression pattern of miRNA in the materials, and predicted miRNA-targeted regulatory genes, including 1967 pairs of corresponding relationships between known-miRNA and their target genes, as well as 597 pairs of corresponding relationships between novel-miRNA and their target genes. After screening and annotating genes that were targeted for regulation, five specific genes were identified to be differentially expressed during seed development and subsequently analyzed for their regulatory relationship with miRNAs. The expression pattern of the targeted gene was verified by Real-time Quantitative PCR (RT-qPCR). Our research provides more information about the miRNA regulatory network in soybeans and further identifies useful genes that regulate storage during soy grain development, providing a theoretical basis for the regulation of soybean quality traits.

Small RNA Sequencing to Discover Circulating MicroRNA Biomarkers of Testicular Toxicity in Dogs

2020 ◽  
pp. 109158182096151
Author(s):  
Jennifer C. Shing ◽  
Kai Schaefer ◽  
Shaun E. Grosskurth ◽  
Andy H. Vo ◽  
Tatiana Sharapova ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Exploratory Study ◽  
Quantitative Polymerase Chain Reaction ◽  
Small Rna Sequencing ◽  
Circulating Microrna ◽  
Testicular Toxicity ◽  
Potential Candidate ◽  
Drug Induced ◽  
Organ Systems

Predictive indicators of testicular toxicity could improve drug development by allowing early in-life screening for this adverse effect before it becomes severe. We hypothesized that circulating microRNAs (miRNAs) could serve as testicular toxicity biomarkers in dogs. Herein, we describe the results of an exploratory study conducted to discover biomarkers of drug-induced testicular injury. Following a dose-selection study using the testicular toxicant ethylene glycol monomethyl ether (EGME), we chose a dose of 50 mg/kg/d EGME to avoid systemic toxicity and treated 2 groups of dogs (castrated, non-castrated) for 14 to 28 days. Castrated animals were used as negative controls to identify biomarkers specific for testicular toxicity because EGME can cause toxicity to organ systems in addition to the testis. Blood was collected daily during the dosing period, followed by recovery for 29 to 43 days with less frequent sampling. Dosing was well tolerated, resulting in mild-to-moderate degeneration in testes and epididymides. Global profiling of serum miRNAs at selected dosing and recovery time points was completed by small RNA sequencing. Bioinformatics data analysis using linear modeling demonstrated several circulating miRNAs that were differentially abundant during the dosing period compared with baseline and/or castrated control samples. Confirmatory reverse transcription quantitative polymerase chain reaction data in these animals was unable to detect sustained alterations of miRNAs in serum, except for 1 potential candidate cfa-miR-146b. Taken together, we report the results of a comprehensive exploratory study and suggest future directions for follow-up research to address the challenge of developing diagnostic biomarkers of testicular toxicity.

Sign in / Sign up

Export Citation Format

Share Document