scholarly journals Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network

2021 ◽  
Vol 12 ◽  
Author(s):  
Pascual Villalba-Bermell ◽  
Joan Marquez-Molins ◽  
María-Carmen Marques ◽  
Andrea G. Hernandez-Azurdia ◽  
Julia Corell-Sierra ◽  
...  

Climate change has been associated with a higher incidence of combined adverse environmental conditions that can promote a significant decrease in crop productivity. However, knowledge on how a combination of stresses might affect plant development is still scarce. MicroRNAs (miRNAs) have been proposed as potential targets for improving crop productivity. Here, we have combined deep-sequencing, computational characterization of responsive miRNAs and validation of their regulatory role in a comprehensive analysis of response of melon to several combinations of four stresses (cold, salinity, short day, and infection with a fungus). Twenty-two miRNA families responding to double and/or triple stresses were identified. The regulatory role of the differentially expressed miRNAs was validated by quantitative measurements of the expression of the corresponding target genes. A high proportion (ca. 60%) of these families (mainly highly conserved miRNAs targeting transcription factors) showed a non-additive response to multiple stresses in comparison with that observed under each one of the stresses individually. Among those miRNAs showing non-additive response to stress combinations, most interactions were negative, suggesting the existence of functional convergence in the miRNA-mediated response to combined stresses. Taken together, our results provide compelling pieces of evidence that the response to combined stresses cannot be easily predicted from the study individual stresses.

2021 ◽  
Author(s):  
Pascual Villalba-Bermell ◽  
Joan Marquez-Molins ◽  
Maria-Carmen Marques ◽  
Andrea Hernandez-Azurdia ◽  
Julia Corell-Sierra ◽  
...  

Climate change has been associated with a higher incidence of combined adverse environmental conditions that can promote a significant decrease in crop productivity. However, knowledge on how a combination of stresses might affect plant development is still scarce. MicroRNAs (miRNAs) have been proposed as potential targets for improving crop-productivity. Here, we have combined deep-sequencing, computational characterization of responsive miRNAs and validation of their regulatory role in a comprehensive analysis of melon response to several combinations of four stresses (cold, salinity, short day, and infection with a fungus). Twenty-two miRNA families responding to double and/or triple stresses were identified. The regulatory role of the differentially expressed miRNAs was validated by quantitative measurements of the expression of the corresponding target genes. A high proportion (ca. 60%) of these families (mainly highly conserved miRNAs targeting transcription factors) showed a non-additive response to multiple stresses in comparison with that observed under each one of the stresses individually. Among those miRNAs showing non-additive response to stress-combinations, most interactions were negative suggesting the existence of functional convergence in the miRNA-mediated response to combined stresses. Taken together, our results provide compelling evidences that the response to combined stresses cannot be easily predicted from the study individual stresses


Animals ◽  
2020 ◽  
Vol 10 (4) ◽  
pp. 624
Author(s):  
Kai Xing ◽  
Xitong Zhao ◽  
Yibing Liu ◽  
Fengxia Zhang ◽  
Zhen Tan ◽  
...  

Fatty traits are very important in pig production. However, the role of microRNAs (miRNAs) in fat deposition is not clearly understood. In this study, we compared adipose miRNAs from three full-sibling pairs of female Landrace pigs, with high and low backfat thickness, to investigate the associated regulatory network. We obtained an average of 17.29 million raw reads from six libraries, 62.27% of which mapped to the pig reference genome. A total of 318 pig miRNAs were detected among the samples. Among them, 18 miRNAs were differentially expressed (p-value < 0.05, |log2fold change| ≥ 1) between the high and low backfat groups; 6 were up-regulated and 12 were down-regulated. Functional enrichment of the predicted target genes of the differentially expressed miRNAs, indicated that these miRNAs were involved mainly in lipid and carbohydrate metabolism, and glycan biosynthesis and metabolism. Comprehensive analysis of the mRNA and miRNA transcriptomes revealed possible regulatory relationships for fat deposition. Negatively correlated mRNA–miRNA pairs included miR-137–PPARGC1A, miR-141–FASN, and miR-122-5p–PKM, indicating these interactions may be key regulators of fat deposition. Our findings provide important insights into miRNA expression patterns in the backfat tissue of pig and new insights into the regulatory mechanisms of fat deposition in pig.


2020 ◽  
Vol 21 (6) ◽  
pp. 2171
Author(s):  
Qiong Liao ◽  
Tian-jiao Tang ◽  
Ting Zhou ◽  
Hai-xing Song ◽  
Ying-peng Hua ◽  
...  

Nitrogen (N) is essential for plant growth and crop productivity. Organic N is a major form of remobilized N in plants’ response to N limitation. It is necessary to understand the regulatory role of N limitation adaption (NLA) in organic N remobilization for this adaptive response. Transcriptional and proteomic analyses were integrated to investigate differential responses of wild-type (WT) and nla mutant plants to N limitation and to identify the core organic N transporters targeted by NLA. Under N limitation, the nla mutant presented an early senescence with faster chlorophyll loss and less anthocyanin accumulation than the WT, and more N was transported out of the aging leaves in the form of amino acids. High-throughput transcriptomic and proteomic analyses revealed that N limitation repressed genes involved in photosynthesis and protein synthesis, and promoted proteolysis; these changes were higher in the nla mutant than in the WT. Both transcriptional and proteomic profiling demonstrated that LHT1, responsible for amino acid remobilization, were only significantly upregulated in the nla mutant under N limitation. These findings indicate that NLA might target LHT1 and regulate organic N remobilization, thereby improving our understanding of the regulatory role of NLA on N remobilization under N limitation.


2021 ◽  
Vol 66 (No. 5) ◽  
pp. 156-167
Author(s):  
Lu Zhu ◽  
Jingtong Huang ◽  
Jing Jing ◽  
Qi Zheng ◽  
Qianyun Ji ◽  
...  

MicroRNAs (miRNAs) play a significant role in animal reproduction by regulating the expression of protein-coding genes. The hypothalamus regulates the pregnancy cycle changes in goats; however, the action mechanism of miRNAs in this regulation remains to be investigated. In this study, we performed RNA sequencing of hypothalamus samples to establish a comprehensive miRNA profiling of pregnant and non-pregnant goats. A total of 384 miRNAs were identified in the hypothalamus of pregnant goats, of which 239 were newly discovered, and 390 miRNAs were detected in the hypothalamus of non-pregnant goats of which 192 were novel miRNAs. In addition, a total of 280 differentially expressed miRNAs are characterized, of which 171 were known miRNAs and 109 were novel miRNAs. Functional enrichment suggests that the predicted target genes of differentially expressed miRNAs may be involved in the reproductive process. This preliminary study revealed that let-7f-5p, miR-99a-5p and miR-100-5p may be involved in the hypothalamic regulation of pregnancy cycle changes in goats. These data provide a basic reference for subsequent studies on the regulatory role of miRNAs in mammalian pregnancy.


2020 ◽  
Vol 80 (01) ◽  
Author(s):  
Tanwy Dasmandal ◽  
A. R. Rao ◽  
Sarika Sahu

With the development of efficient algorithms, it has become feasible to unravel complex drought stress tolerance mechanism in leguminous crops. Even though the role of coding genes in drought stress tolerance mechanism is known to certain extent, the role of non-coding RNAs (ncRNAs) like circular RNAs (circRNAs) is unknown in leguminous crops like chickpea and soybean. Hence, a study has been taken up to predict the circular RNAs from the transcriptomes of chickpea and soybean and to study the circRNA-miRNA-mRNA interactions thereby identify the endogenous target mimics (eTMs). The in silico results revealed the presence of circRNAs in both the crop transcriptomes and their differential expressions under drought stress and control conditions. Besides, our findings showed three predicted eTMs where circRNAs acted as sponge for miRNAs that target genes like Glyma.18G065200.1 in soybean and XM_004517122, XM_027336693 in chickpea. The targeted genes are involved in various drought stress responsive mechanism through their activities in hormone signal transduction, response to stress, response to auxin and transcription factor activity.


Hereditas ◽  
2021 ◽  
Vol 158 (1) ◽  
Author(s):  
Wei Zhou ◽  
Luan Chen ◽  
Hao Wu ◽  
Ting Wang ◽  
Gang Ma ◽  
...  

Abstract Background Indian Hedgehog (IHH), an important cell signaling protein, plays a key regulatory role in development of cartilage and chondrogenesis. Earlier studies have shown that heterozygous missense mutations in IHH gene may cause brachydactyly type A1 (BDA1), an autosomal dominant inheritance disease characterized by apparent shortness or absence of the middle phalanges of all digits. MicroRNAs (miRNAs) have been found to be significant post-transcriptional regulators of gene expression and significantly influence the process of bone-development. Therefore, it is possible that miRNAs are involved in the mechanism underlying the development of BDA1. However, the relationship between miRNAs and the pathogenesis of BDA1 remains unclear. Methods In this study, we used microarray-based miRNA profiling to investigate the role of miRNAs in BDA1 by characterization of differentially expressed miRNAs in C3H10T1/2 cell line induced by wild type (WT) and p.E95K mutant (MT) IHH signaling. Results Our results identified 6 differentially expressed miRNAs between WT and control (CT) group and 5 differentially expressed miRNAs between MT and CT groups. In particular, miR-135a-1-3p was found to be a significantly differentially expressed miRNA between WT and CT group. Results of dual-luciferase reporter gene experiment successfully discovered Hoxd10 was one of the target gene of miR-135a-1-3p. Additionally, our pathway analysis revealed that the targets of these miRNAs of interest were highly involved with Runx1/2, Notch and collagen-related pathways. Conclusions Taken together, our findings provided important clue for future study of the process of miRNA-regulation in IHH signaling and novel insights into the regulatory role of miRNA in pathogenesis of BDA1.


2021 ◽  
Vol 12 ◽  
Author(s):  
Gang Nie ◽  
Zongchao Liao ◽  
Minyi Zhong ◽  
Jie Zhou ◽  
Jiabang Cai ◽  
...  

Chromium (Cr) is a heavy metal in nature, which poses a potential risk to toxicity to both animals and plants when releasing into the environment. However, the regulation of microRNA (miRNA)-mediated response to heavy metal Cr has not been studied in Miscanthus sinensis. In this study, based on high-throughput miRNA sequencing, a total of 104 conserved miRNAs and 158 nonconserved miRNAs were identified. Among them, there were 45 differentially expressed miRNAs in roots and 13 differentially expressed miRNAs in leaves. The hierarchical clustering analysis showed that these miRNAs were preferentially expressed in a certain tissue. There were 833 differentially expressed target genes of 45 miRNAs in roots and 280 differentially expressed target genes of 13 miRNA in leaves. After expression trend analysis, five significantly enriched modules were obtained in roots, and three significantly enriched trend blocks in leaves. Based on the candidate gene annotation and gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) function analysis, miR167a, novel_miR15, and novel_miR22 and their targets were potentially involved in Cr transportation and chelation. Besides, miR156a, miR164, miR396d, and novel_miR155 were identified as participating in the physiological and biochemical metabolisms and the detoxification of Cr of plants. The results demonstrated the critical role of miRNA-mediated responses to Cr treatment in M. sinensis, which involves ion uptake, transport, accumulation, and tolerance characteristics.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 2397-2397
Author(s):  
Ran Weissman ◽  
Nir Pilar ◽  
Benjamin H Durham ◽  
Michelle Ki ◽  
Roei D Mazor ◽  
...  

Abstract Background: Erdheim-Chester disease (ECD) is a rare hematological malignancy, belonging to the L-group histiocytoses. ECD is characterized by multi-systemic proliferations of mature histiocytes in a background of inflammatory stroma. The inflammatory and neoplastic characteristics of the disease comprise a complex medical challenge for its diagnosis and treatment. MicroRNAs (miRNAs/miRs) are short non-coding RNAs (~22 nucleotides) that regulate gene expression in a sequence specific manner and play an important role in cancer development and progression. Since miRNAs are released into the blood by tumor cells, they may be used as biomarkers to distinguish between cancer patients and healthy individuals and to assist in determining treatment response. Moreover, miRNA-mRNA interactions can determine the molecular mechanism by which miRNAs and their target genes are involved in ECD and may suggest novel therapeutic options for these patients. To date, this is the first study elucidating the role of miRNA in ECD. Aims: The main focus of this study is to identify miRNAs that are differentially expressed in ECD patients compared to healthy controls and any clinical utility they have as potential biomarkers in ECD diagnosis, as well as to investigate their role in ECD pathogenesis, which may lead to new therapeutic options. Preliminary results: Using the nCounter Human miRNA Expression Assay (NanoString Technologies), we analyzed the plasma miRNA expression profiles of 6 ECD patients (BRAF V600E) compared to 6 healthy individuals. Of the 800 mature miRNAs analyzed, 234 miRNAs showed different expression levels in these samples. Principal component analysis (PCA) was applied to experimental quality control. The miRNAs from healthy donors were clustered separately from the ECD samples indicating a distinct miRNA expression pattern between these groups (Fig. 1A, 1B). Among the 131 miRNAs remaining in the final analysis (FDR<0.05),110 miRNAs were downregulated in ECD patients compared to those of healthy controls, and 21 miRNAs were upregulated in ECD samples compared to those of the controls. We validated the analysis method by quantitative real-time polymerase chain reaction (qRT-PCR) and found a positive correlation between miRs-15a, 16, 125a, 223, 21, 34a, 155 and miR-630 expression obtained by the NanoString array. This may indicate the potential use of miRNAs as biomarkers in ECD. To determine potential target genes and signaling pathways implicated in ECD, we analyzed the predicted pathways of the top 30 downregulated miRNAs that were differentially expressed between the two groups using the Ingenuity® Pathway Analysis (IPA) and DIANA-miRPath v3.0 database. Reassuringly, the analysis identified cancer, inflammatory disease, and inflammatory response (p<0.01) as the main disease and disorder related with the miRNA expression pattern, as well as oncogenic pathways such as MAPK, PI3K-AKT, RAS, ErbB, Hippo, and mTOR as the main molecular pathways related to the differentially-expressed miRNAs (p<0.009). This finding suggests that low expression of miRNAs results in up regulation of target genes that participate in cell survival signaling. These augmented pathways may be inhibited by novel therapeutic treatments such as PI3K inhibitors, mTOR pathway inhibitors, and MEK inhibitors in ECD patients. Next, we examined if there is any correlation between the predicted target genes of the miRNAs (obtained by IPA) and the experimentally validated gene expression pattern in ECD patients. To that end, we downloaded RNA-seq results of ECD patients from the GEO database (GSE74442 deposited by Diamond et al) and compared this list to our predicted miRNA targets in ECD patients, using Gene Set Enrichment Analysis (GSEA). We found a positive correlation between the gene expression reported in the literature and the predicted target of our deregulated miRNAs (Fig. 2), indicating that the predicted target genes are enriched in this data set, suggesting that the differentially expressed miRNAs might have a crucial role in the pathogenesis of ECD. Conclusions: Our preliminary data highlight the unique inflammatory and neoplastic features characteristic of ECD. These deregulated miRNAs may highlight new candidate gene targets allowing for a better understanding of the molecular mechanisms underlying the development of ECD and propose novel therapeutic treatments for these patients. Disclosures No relevant conflicts of interest to declare.


2021 ◽  
Author(s):  
Hao Qu ◽  
Yue Liu ◽  
Huibing Jiang ◽  
Yufei Liu ◽  
Weixi Song ◽  
...  

Abstract Background miRNAs are a type of conserved, small RNA molecule that regulate gene expression and play an important role in the growth and development of plants. miRNAs are involved in seed germination, root development, shoot apical meristem maintenance, leaf development, and flower development by regulating various target genes. However, the role of miRNAs in the mechanism of tea tree flower sterility remains unclear. Therefore, we performed miRNA sequencing on the flowers of fertile male parents, female parents, and sterile offspring. Results A total of 55 known miRNAs and 91 unknown miRNAs were identified. In the infertile progeny, 37 miRNAs were differentially expressed; 18 were up-regulated and 19 were down-regulated. miR156, miR157, miR164, miR167, miR169, miR2111 and miR396 family members were down-regulated, and miR160, miR172 and miR319 family members were up-regulated. Moreover, we predicted that the 37 differentially expressed miRNAs target a total of 363 genes, which were enriched in 31 biological functions. We predicted that miR156 targets 142 genes, including ATD1A, SPL, ACA1, ACA2, CKB22 and MADS2. Conclusion We detected a large number of abnormally expressed miRNAs in the sterile tea tree flowers, and their target genes were involved in complex biological processes. Among these miRNAs, the down-regulation of miR156 may be the critical factor in the formation of sterile floral buds in tea tree plants.


2019 ◽  
Author(s):  
Baizhong Zhang ◽  
Jun-Jie Liu ◽  
Liu-yang Lu ◽  
Lan-Fen Xie ◽  
Xi-Ling Chen ◽  
...  

Abstract BACKGROUD MicroRNAs (miRNAs) are short single-stranded non-coding RNAs that regulate the expression of target genes, especially regulation or metabolism of endogenous or xenobiotic compounds. RESULTS The de novo assembly of the transcriptomes was obtained through Illumina short-read sequencing technology in Sitobion avenae. 57 miRNAs, of which 36 were known and 21 were novel were identified. Quantitative expression levels of miRNA showed that the expression of 5 miRNAs were significant up-regulation, and the expression of 11 miRNAs were significant down-regulation in the nymph of S. avenae treated by imidacloprid compared to the control, respectively. The putative transcript target genes in S. avenae that could be regulated by these miRNAs were also carried out. The potential functions of these miRNAs in the regulation of genes involved in the metabolism, regulatory or detoxification of S. avenae were clarified based on Gene Ontology and KEGG pathway. The effects of these miRNAs identified api-miR-1000, api-miR-316, and api-miR-iab-4 on susceptibility of S. avenae to imidacloprid was determined. Modulation of the abundance of api-miR-1000, api-miR-316, and api-miR-iab-4 through the addition of inhibitors of api-miR-1000, api-miR-316, and api-miR-iab-4 to the artificial diet significantly altered the susceptibility of S. avenae to imidacloprid, which further proved that the regulatory role of these miRNAs in regulation or metabolism of insecticides. CONCLUSION It suggested that differentially expressed microRNAs under the stress of imidacloprid could play critical regulatory role in the resistance of S. avenae to imidacloprid.


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