Multi-omics annotation of human long non-coding RNAs

2020 ◽  
Vol 48 (4) ◽  
pp. 1545-1556 ◽  
Author(s):  
Qianpeng Li ◽  
Zhao Li ◽  
Changrui Feng ◽  
Shuai Jiang ◽  
Zhang Zhang ◽  
...  

LncRNAs (long non-coding RNAs) are pervasively transcribed in the human genome and also extensively involved in a variety of essential biological processes and human diseases. The comprehensive annotation of human lncRNAs is of great significance in navigating the functional landscape of the human genome and deepening the understanding of the multi-featured RNA world. However, the unique characteristics of lncRNAs as well as their enormous quantity have complicated and challenged the annotation of lncRNAs. Advances in high-throughput sequencing technologies give rise to a large volume of omics data that are generated at an unprecedented rate and scale, providing possibilities in the identification, characterization and functional annotation of lncRNAs. Here, we review the recent important discoveries of human lncRNAs through analysis of various omics data and summarize specialized lncRNA database resources. Moreover, we highlight the multi-omics integrative analysis as a powerful strategy to efficiently discover and characterize the functional lncRNAs and elucidate their potential molecular mechanisms.

2013 ◽  
Vol 368 (1626) ◽  
pp. 20120504 ◽  
Author(s):  
Gkikas Magiorkinis ◽  
Robert Belshaw ◽  
Aris Katzourakis

Almost 8% of the human genome comprises endogenous retroviruses (ERVs). While they have been shown to cause specific pathologies in animals, such as cancer, their association with disease in humans remains controversial. The limited evidence is partly due to the physical and bioethical restrictions surrounding the study of transposons in humans, coupled with the major experimental and bioinformatics challenges surrounding the association of ERVs with disease in general. Two biotechnological landmarks of the past decade provide us with unprecedented research artillery: (i) the ultra-fine sequencing of the human genome and (ii) the emergence of high-throughput sequencing technologies. Here, we critically assemble research about potential pathologies of ERVs in humans. We argue that the time is right to revisit the long-standing questions of human ERV pathogenesis within a robust and carefully structured framework that makes full use of genomic sequence data. We also pose two thought-provoking research questions on potential pathophysiological roles of ERVs with respect to immune escape and regulation.


Onco ◽  
2021 ◽  
Vol 1 (2) ◽  
pp. 140-157
Author(s):  
Bruno Takao Real Karia ◽  
Camila Albuquerque Pinto ◽  
Carolina Oliveira Gigek ◽  
Fernanda Wisnieski ◽  
Marilia Arruda Cardoso Smith

Gastric cancer is one of the most common cancers and the third cause of cancer-related death worldwide. The treatment of GC patients improved due to advancements in surgery, radiotherapy and chemotherapy. However, the long-term survival rate of patients with gastric cancer remains around 20%. Thus, development of novel therapeutic approaches is of great interest, in order to reduce the need for mutilating surgeries and morbid adjuvant therapies. For many years, it was believed that the RNA was a mere intermediate molecule in the genetic information flow. However, during the past decades, with the advent of new sequencing technologies, it was revealed that non-coding RNAs play important roles in many different biological processes. The Wnt/β-catenin signaling pathway has been reported to regulate crucial events during neoplasic development, such as cell differentiation, proliferation, invasion, migration, apoptosis, and angiogenesis. In this review, we will focus on microRNAs and long non-coding RNAs that have been implicated in gastric cancer tumorigenesis via modulation of the Wnt/β-catenin signaling pathway, which provided some biomarkers to prognosis, diagnosis, and therapy.


2020 ◽  
Author(s):  
Kun Wang ◽  
Zhimin Zhou ◽  
Junping Bao ◽  
Dong Liu ◽  
Yuanbin Hu ◽  
...  

Abstract Background: More and more evidences show that non-coding RNAs are involved in neuropathic pain, however, there are few reports on the regulatory mechanism of competitive endogenous RNA (ceRNA) in neuropathic pain. The purpose of this study is to explore the possible molecular mechanisms of neuropathic pain. Methods: We collected neuropathic pain-related microarray datasets providing expression profile of circular RNAs (circRNAs) and mRNAs from the Gene Expression Omnibus (GEO) and then performed bioinformatics analysis on them. Results: The present study has identified that up-regulated circRNAs primarily regulate the activity of focal adhesion-associated biological processes and down-regulated primarily regulate the activity of metabolic-associated biological processes by means of ceRNAs. Conclusions: Our data suggest that circRNAs may be candidates for pathogenesis in neuropathic pain and may be considered as promising therapeutic targets in the future.


2015 ◽  
Author(s):  
Bong-Hyun Kim ◽  
Jiali Zhuang ◽  
Jie Wang ◽  
Zhiping Weng

Summary: High-throughput sequencing technologies such as ChIP-seq have deepened our understanding in many biological processes. De novo motif search is one of the key downstream computational analysis following the ChIP-seq experiments and several algorithms have been proposed for this purpose. However, most web-based systems do not perform independent filtering or enrichment analyses to ensure the quality of the discovered motifs. Here, we developed a web server Factorbook Motif Pipeline based on an algorithm used in analyzing ENCODE consortium ChIP-seq datasets. It performs comprehensive analysis on the set of peaks detected from a ChIP-seq experiments: (i) de novo motif discovery; (ii) independent composition and bias analyses and (iii) matching to the annotated motifs. The statistical tests employed in our pipeline provide a reliable measure of confidence as to how significant are the motifs reported in the discovery step. Availability: Factorbook Motif Pipeline source code is accessible through the following URL. https://github.com/joshuabhk/factorbook-motif-pipeline


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 462-462
Author(s):  
Anna M Jankowska ◽  
Yun Huang ◽  
Myunggon Ko ◽  
Utz J Pape ◽  
Hideki Makishima ◽  
...  

Abstract Abstract 462 In myelodysplastic syndrome (MDS), mutations in genes affecting epigenetic regulation constitute a link between genomic and epigenetic instability. Previously, we and others described mutations in TET2, coding for a 2-oxyglutarate-dependent methylcytosine dioxygenase, which converts 5-methycytosine (5-mC) to 5-hydroxymethylcytosine (5-hmC). Subsequently, dysfunction of wild type TET2 was mechanistically linked to neomorphic IDH mutations which deplete 2-oxyglutarate and produce a competitive inhibitor, 2-hydroxyglutarate. Previously, we established analytic tools to indirectly quantify 5-hmC content in leukemic genomes: in patients with myeloid malignancies 5-hmC levels are decreased as compared to healthy controls (p=1.8e-09). A decrease in 5-hmC levels correlated with dysfunction of TET2 as a consequence of inactivating hypomorphic mutations. Nevertheless, while in a majority of patients with decreased 5hmC levels TET2 mutations can be found, in a substantial minority of cases no explanation for the 5hmC deficiency has been found; down-modulation of TET2 mRNA and protein expression was absent and mutations in TET1 and TET3 have not been identified. Thus, other currently unidentified proteins may be directly or indirectly (via regulation of TET activity) involved in the deregulation of 5hmC levels in TET2 and IDH1/2-mutation-negative cases with low 5-hmC. To further investigate this issue we first characterized on a molecular levels patients with low 5-hmC using various approaches. SNP-A karyotyping failed to identify recurrent chromosomal defects in these patients that could point towards defects in pathogenic genes involved in the regulation of 5-hmC levels. We also screened 107 MDS patients to correlate of genomic 5-hmC content and the presence of recurrent mutations including IDH1/2, DNMT3A, ASXL1 and RUNX1 genes (as well as TET2). Within these genes, except for an association with TET2 mutations, a positive correlation with low 5-hmC levels was found only for IDH1/2 mutant cases (p=.05, n=5), whereas no correlation has been established for DNMT3A (p=.119, n=12), ASXL1 (p=.434, n=21) and RUNX1 (p=.602, n=22) mutant cases. While TET2 and IDH mutations were rarely seen together (n=1), none of the other studied gene mutations were mutually exclusive with TET2, suggesting contributions of defects in novel yet not identified genes. Several other genes similar to TET or IDH proteins, or hypothetically linked to DNA demethylation pathways could, at least theoretically, affect 5-hmC content, including for instance D2HGDH and the ELP gene family. However, no mutations were identified in these patients, except for identification of yet unknown SNPs in D2HGDH and ELP4 in some patients with unexplained low 5-hmC levels. In addition to the targeted approach we have also applied next generation sequencing technologies and sequenced whole exomes of malignant and non-affected cells (paired-end (2×100) Illumina HiSeq 2000) to identify novel acquired determinants of 5-mC hydroxymethylation in two representative patients. By using a selective algorithm, 18 overlapping potential somatic alterations in these patients were found in genes which could functionally affect 5-hmC content. In addition, several other mutated genes have been identified in each patient; these are being further investigated in other patients with low 5-hmC levels. Sanger sequencing was applied to confirm the presence of previously detected mutations in NF1 and KRAS, as well as all novel mutations, for instance in BRCC3 and SF3B1, in these patients. In sum, our results provide novel insights into the molecular mechanisms underlying MDS pathophysiology and describe the possibility that the TET family enzymes can act together with other putative proteins linked to DNA demethylation pathways. The use of high throughput sequencing technologies increase the probability of identification of novel changes which can be linked to functional consequences in these patients, ultimately furthering the understanding its role in genomic stability in MDS. Disclosures: No relevant conflicts of interest to declare.


2015 ◽  
Author(s):  
Sophie Adjalley ◽  
Christophe Chabbert ◽  
Bernd Klaus ◽  
Vicent Pelechano ◽  
Lars Steinmetz

The lack of a comprehensive map of transcription start sites (TSS) across the highly AT-rich genome ofP. falciparumhas hindered progress towards deciphering the molecular mechanisms that underly the timely regulation of gene expression in this malaria parasite. Using high-throughput sequencing technologies, we generated a comprehensive atlas of transcription initiation events at single nucleotide-resolution during the parasite intra-erythrocytic developmental cycle. This detailed analysis of TSS usage enabled us to define architectural features of plasmodial promoters. We demonstrate that TSS selection and strength are constrained by local nucleotide composition. Furthermore, we provide evidence for coordinate and stage-specific TSS usage from distinct sites within the same transcriptional unit, thereby producing transcript isoforms, a subset of which are developmentally regulated. This work offers a framework for further investigations into the interactions between genomic sequences and regulatory factors governing the complex transcriptional program of this major human pathogen.


2021 ◽  
Vol 12 ◽  
Author(s):  
Shiqiang Hou ◽  
Dandan Chen ◽  
Jie Liu ◽  
Shasha Chen ◽  
Xiaochun Zhang ◽  
...  

Pulmonary arterial hypertension (PAH) is an immune-mediated disease with poor prognosis and associated with various inflammatory immune diseases. In fact, its pathogenesis is far from clear. Although long non-coding RNAs (lncRNAs) have been implicated in PAH, the molecular mechanisms remain largely unknown. For the first time, in lungs of monocrotaline-induced PAH rat models, we simultaneously detected the expression profiles of lncRNAs and mRNAs by high-throughput sequencing, and explored their roles with bioinformatics analysis and cell assay to discover more potential pathogenesis about PAH. Our data identified that a total of 559 lncRNAs and 691 mRNAs were differentially expressed in lungs during the pathogenesis of PAH. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses demonstrated that these dysregulated lncRNAs and mRNAs participated in important biological processes and pathways of PAH, among which inflammatory and immune responses represented the chief enriched pathway. The lncRNA-mRNA co-expression network was developed to uncover the hidden interactions between lncRNAs and mRNAs. Further, the expression levels of lncRNAs (NONRATT018084.2, NONRATT009275.2, NONRATT007865.2, and NONRATT026300.2) and mRNAs (LGALS3, PDGFC, SERPINA1, and NFIL3) were confirmed using quantitative real-time PCR. In the end, lncRNA NONRATT009275.2 could facilitate macrophage polarization to M2 type and be involved in inflammatory immune response. In conclusion, this study provided candidate drug targets and potential roles on lncRNAs in the pathogenesis of PAH, and several key regulatory genes were identified, which laid the initial foundation for further mechanism study in PAH.


2020 ◽  
Author(s):  
Zhengfeng Zhang ◽  
Yao Xu ◽  
Fei Yang ◽  
Benze Xiao ◽  
Guoliang Li

ABSTRACTLong non-coding RNAs (lncRNAs) play significant functions in various biological processes including differentiation, development and adaptation to different environments. Although multi research focused on lncRNAs in rice, the systematic identification and annotation of lncRNAs expressed in different tissues, developmental stages under diverse conditions are still scarce. This impacts the elucidation of their functional significance and the further research on them. Here, RiceLncPedia (http://218.199.68.191:10092/) is constructed including rice lncRNAs explored from 2313 publically available rice RNA-seq libraries and characterize them with multi-omics data sets. In the current version, RiceLncPedia shows 6978 lncRNAs with abundant features: (i) expression profile across 2313 rice RNA-seq libraries; (ii) an online genome browser for rice lncRNAs; (iii) genome SNPs in lncRNA transcripts; (iv) lncRNA associations with phenotype; (v) overlap of lncRNAs with transposons; and (vi) LncRNA-miRNA interactions and lncRNAs as the precursors of miRNAs. In total, RiceLncPedia imported numerous of rice lncRNAs during development under various environments as well as their features extracted from multi-omics data and thus serve as a fruitful resource for rice-related research communities. RiceLncPedia will be further updated with experimental validation, functions association and epigenetic characteristics to greatly facilitate future investigation on rice lncRNAs.


2021 ◽  
Author(s):  
Ning Li ◽  
Zhongyu Wang ◽  
Baike Wang ◽  
Juan Wang ◽  
Ruiqiang Xu ◽  
...  

As one of the most important vegetable crops in the world, the production of tomatoes was restricted by salt stress. Therefore, it is of great interest to analyze the salt stress tolerance genes. As the non-coding RNAs (ncRNAs) with a length of more than 200 nucleotides, long non-coding RNAs (lncRNAs) lack the ability of protein-coding, but they can play crucial roles in plant development and response to abiotic stresses by regulating gene expression. Nevertheless, there are few studies on the roles of salt-induced lncRNAs in tomatoes. Therefore, we selected wild tomato Solanum pennellii (S. pennellii) and cultivated tomato M82 to be materials. By high-throughput sequencing, 1044 putative lncRNAs were identified here. Among them, 154 and 137 lncRNAs were differentially expressed in M82 and S. pennellii, respectively. Through functional analysis of target genes of differentially expressed lncRNAs (DE-lncRNAs), some genes were found to respond positively to salt stress by participating in Abscisic Acid (ABA) signaling pathway, brassinosteroid (BR) signaling pathway, ethylene (ETH) signaling pathway and anti-oxidation process. We also construct a salt-induced lncRNA-mRNA co-expression network to dissect the putative mechanisms of high salt tolerance in S. pennellii. We analyze the function of salt-induced lncRNAs in tomato roots at the genome-wide levels for the first time. These results will contribute to understanding the molecular mechanisms of salt tolerance in tomatoes from the perspective of lncRNAs.


2020 ◽  
Author(s):  
Wanxia Xiong ◽  
Fan Liu ◽  
jie wang ◽  
zhiyao wang

Abstract Background : Circular RNAs (circRNAs) comprise a class of endogenous species of RNA consisting of a covalently closed loop structure that is crucial for genetic and epigenetic regulation. The significance of circRNA in neuropathic pain remains to be investigated. Methods : The sciatic nerve chronic constriction injury (CCI) model was established to induce neuropathic pain. We performed genome-wide circRNA analysis of 4 paired DRG sample from CCI and NC rats via next generation sequencing technology. The differentially expressed circRNAs (DEcircRNAs) were identified by differential expression analysis and the expression profile of circRNAs was validated by quantitative real-time PCR (qPCR). Functional annotation analysis was performed to predict the function of DEcircRNAs. Results : A total of 374 DEcirRNAs were identified between CCI and NC rats using circRNA High-throughput sequencing (HTS). Expression levels of 9 DEcircRNAs were validated by qPCR. Functional annotation analysis showed that DEcircRNAs were mainly enriched in pathways and functions such as ‘dopaminergic synapse’, ‘renin secretion’, ‘MAPK signaling pathway’ and ‘neurogenesis’. Competing endogenous RNAs analysis showed that top 50 circRNAs exhibited interactions with four pain related miRNAs. Circ:chr2:33950934-33955969 is the largest node in the circRNA-miRNA interaction network. Conclusion : DEcircRNAs may advance our understanding of the molecular mechanisms underlying neuropathic pain. Key words : neuropathic pain, circRNA, CCI, differential expression analysis


Sign in / Sign up

Export Citation Format

Share Document