Extracellular RNA in a single droplet of human serum reflects physiologic and disease states
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE131512 | GEO | 2019/08/15
REPOSITORIES: GEO
Similar Datasets
Project description:Extracellular RNAs (exRNAs) are present in human serum. It remains unclear to what extent these circulating exRNAs may reflect human physiologic and disease states. Here, we developed SILVER-seq (Small Input Liquid Volume Extracellular RNA Sequencing) to efficiently sequence both integral and fragmented exRNAs from a small droplet (5 μL to 7 μL) of liquid biopsy. We calibrated SILVER-seq in reference to other RNA sequencing methods based on milliliters of input serum and quantified droplet-to-droplet and donor-to-donor variations. We carried out SILVER-seq on more than 150 serum droplets from male and female donors ranging from 18 y to 48 y of age. SILVER-seq detected exRNAs from more than a quarter of the human genes, including small RNAs and fragments of mRNAs and long noncoding RNAs (lncRNAs). The detected exRNAs included those derived from genes with tissue (e.g., brain)-specific expression. The exRNA expression levels separated the male and female samples and were correlated with chronological age. Noncancer and breast cancer donors exhibited pronounced differences, whereas donors with or without cancer recurrence exhibited moderate differences in exRNA expression patterns. Even without using differentially expressed exRNAs as features, nearly all cancer and noncancer samples and a large portion of the recurrence and nonrecurrence samples could be correctly classified by exRNA expression values. These data suggest the potential of using exRNAs in a single droplet of serum for liquid biopsy-based diagnostics.
| S-EPMC6754586 | biostudies-literature
Project description:Many lincRNAs have been identified as essential regulators for ESC pluripotency through siRNA-based screening. However, the biological and molecular functions of the large intergenic noncoding RNAs (lincRNAs) remain unclear. Here, we employed CRISPR/Cas9-mediated knockout technology to explore the functions of 8 previously annotated lincRNAs in ESCs. Unexpectedly, it was found that most lincRNAs are dispensable for pluripotency maintenance, cloning formation ability, proliferation and apoptosis in ESCs when we disrupted these lincRNAs individually or in combinations. Single-cell transcriptomic analysis of a set of lncRNA knockout ESCs showed consistent results, indicating that previously observed functions of lincRNAs on ESC pluripotency maintenance may be due to off-targeted effects. Interestingly, deletion and transcriptional repression of linc1343 disrupts embryoid body (EB) differentiation in ESC. Notably, GM17300 and two small RNAs (Snora73a, Snora73b) derived from the lnc1343 locus are highly expressed in ESCs. Further overexpression of Snora73a and Snora73b in linc1343 knockout cells rescue the phenotype, suggesting that snoRNAs derived from linc1343 are the responders for EB differentiation. Taken together, our results demonstrate the divergent effects of lincRNAs on regulating ESC pluripotency and EB differentiation.
2024-08-07 | GSE225238 | GEO
Project description:Many lincRNAs have been identified as essential regulators for ESC pluripotency through siRNA-based screening. However, the biological and molecular functions of the large intergenic noncoding RNAs (lincRNAs) remain unclear. Here, we employed CRISPR/Cas9-mediated knockout technology to explore the functions of 8 previously annotated lincRNAs in ESCs. Unexpectedly, it was found that most lincRNAs are dispensable for pluripotency maintenance, cloning formation ability, proliferation and apoptosis in ESCs when we disrupted these lincRNAs individually or in combinations. Single-cell transcriptomic analysis of a set of lncRNA knockout ESCs showed consistent results, indicating that previously observed functions of lincRNAs on ESC pluripotency maintenance may be due to off-targeted effects. Interestingly, deletion and transcriptional repression of linc1343 disrupts embryoid body (EB) differentiation in ESC. Notably, GM17300 and two small RNAs (Snora73a, Snora73b) derived from the lnc1343 locus are highly expressed in ESCs. Further overexpression of Snora73a and Snora73b in linc1343 knockout cells rescue the phenotype, suggesting that snoRNAs derived from linc1343 are the responders for EB differentiation. Taken together, our results demonstrate the divergent effects of lincRNAs on regulating ESC pluripotency and EB differentiation.
2024-08-07 | GSE225237 | GEO
Project description:Long intergenic non-coding RNAs (lincRNAs) are transcripts longer than 200 nucleotides that are transcribed from non-coding loci yet undergo biosynthesis similar to coding mRNAs. The disproportional number of lincRNAs expressed in testes suggests that lincRNAs are important during gametogenesis, but experimental evidence has implicated very few lincRNAs in this process. We took advantage of the relatively limited number of lincRNAs in the genome of the nematode Caenorhabditis elegans to systematically analyse the functions of lincRNAs during meiosis. We deleted six lincRNA genes that are highly and dynamically expressed in the C. elegans gonad and tested the effects on central meiotic processes. Surprisingly, whereas the lincRNA deletions did not strongly impact fertility, germline apoptosis, crossovers, or synapsis, linc-4 was required for somatic growth. Slower growth was observed in linc-4-deletion mutants and in worms depleted of linc-4 using RNAi, indicating that linc-4 transcripts are required for this post-embryonic process. Unexpectedly, analysis of worms depleted of linc-4 in soma versus germline showed that the somatic role stems from linc-4 expression in germline cells. This unique feature suggests that some lincRNAs, like some small non-coding RNAs, are required for germ-soma interactions
2021-07-31 | GSE154322 | GEO
Project description:Extracellular RNA in a single droplet of human serum reflects physiologic and disease states
| PRJNA543872 | ENA
Project description:Large intergenic non-coding RNAs (lincRNAs) are emerging as key regulators of diverse cellular processes. Determining the function of individual lincRNAs remains a challenge. Recent advances in RNA sequencing (RNA-Seq) and computational methods allow for an unprecedented analysis of such transcripts. Here, we present an integrative approach to define a reference catalogue of over 8,000 human lincRNAs. Our catalogue unifies previously existing annotation sources with transcripts we assembled from RNA-Seq data collected from ~4 billion RNA-Seq reads across 24 tissues and cell types. We characterize each lincRNA by a panorama of more than 30 properties, including sequence, structural, transcriptional, and orthology features. We find that lincRNA expression is strikingly tissue specific compared to coding genes, and that they are typically co-expressed with their neighboring genes, albeit to a similar extent to that of pairs of neighboring protein-coding genes. We distinguish an additional sub-set of transcripts that have high evolutionary conservation but may include short open reading frames, and may serve either as lincRNAs or as small peptides. Our integrated, comprehensive, yet conservative reference catalogue of human lincRNAs reveals the global properties of lincRNAs and will facilitate experimental studies and further functional classification of these genes. We extracted profiled the transcriptome expression polyadenylated mRNA-Seq. We then used these to reconstruct the transcriptome using de-novo assemblers and identify long non coding RNAs and their expression.
2011-08-27 | E-GEOD-30554 | biostudies-arrayexpress
Project description:Thousands of large intervening non-coding RNAs (lincRNAs) have been identified in mammals. To better understand the evolution and functions of these enigmatic RNAs, we used chromatin marks, poly(A)-site mapping and RNA-Seq data, to identify more than 550 distinct lincRNAs in zebrafish. Although these shared many characteristics with mammalian lincRNAs, only 29 had detectable sequence similarity with putative mammalian orthologs, typically restricted to a single short region of high conservation. Other lincRNAs had conserved genomic locations without detectable sequence conservation. Antisense reagents targeting conserved regions of two zebrafish lincRNAs caused developmental defects. Reagents targeting splice sites caused the same defects and were rescued by adding either the mature lincRNA or its human or mouse ortholog. Our study provides a roadmap for identification and analysis of lincRNAs in model organisms and shows that lincRNAs play crucial biological roles during embryonic development with functionality conserved despite limited sequence conservation.
2011-12-22 | GSE32880 | GEO
Project description:Long intergenic noncoding RNAs (lincRNAs) are widespread in cellular organisms, however, the origins and functions of many lincRNAs remain to be explored. Transposable elements (TEs) are widely distributed in many eukaryotic genomes, and often account for large fractions of plant and animal genomes. By using strand-specific RNA sequencing, we profiled the expression patterns of lincRNAs in Arabidopsis, rice and maize, and identified TE-associated lincRNAs (TE-lincRNAs). Stress regulation of some TE-lincRNAs was observed in Arabidopsis. Our findings indicate that TE-associated lincRNAs potentially play important roles in plant abiotic stress responses. Moreover, in the Arabidopsis chromatin remodelling mutant ddm1 that has an altered chromatin state, novel lincRNAs including TE-lincRNAs were generated. The novel lincRNAs were inherited in the subsequent generations in the wild type background, suggesting that lincRNAs could act as an adaptive reservoir in eukaryotes.
2017-01-21 | GSE92419 | GEO
Project description:Long intergenic noncoding RNAs (lincRNAs) are widespread in cellular organisms, however, the origins and functions of many lincRNAs remain to be explored. Transposable elements (TEs) are widely distributed in many eukaryotic genomes, and often account for large fractions of plant and animal genomes. By using strand-specific RNA sequencing, we profiled the expression patterns of lincRNAs in Arabidopsis, rice and maize, and identified TE-associated lincRNAs (TE-lincRNAs). Stress regulation of some TE-lincRNAs was observed in Arabidopsis. Our findings indicate that TE-associated lincRNAs potentially play important roles in plant abiotic stress responses. Moreover, in the Arabidopsis chromatin remodelling mutant ddm1 that has an altered chromatin state, novel lincRNAs including TE-lincRNAs were generated. The novel lincRNAs were inherited in the subsequent generations in the wild type background, suggesting that lincRNAs could act as an adaptive reservoir in eukaryotes.
2017-01-21 | GSE76798 | GEO
Project description:<p>There is a clear need to develop biomarkers for Parkinson disease (PD) diagnosis and monitoring disease progression. In this study we evaluated cerebrospinal fluid (CSF) proteins, which are known to be critically involved in PD or identified in our preliminary profiling studies, aptamers, and RNAs as potential PD biomarkers. Access to subjects for this study was via the Pacific Northwest Udall Center (PANUC) and the Alzheimer's Disease Research Center (ADRC) at the University of Washington and Oregon Health and Sciences University (OHSU). Using CSF samples from 30 well-characterized patients with PD and 30 age-, sex-matched healthy controls, we prepared RNA seq libraries and performed deep sequencing of all RNA species, including small and long RNA, mRNAs, noncoding RNAs and differentially spliced transcripts. We then tried several methods for RNAseq data analysis to optimize our analysis pipeline. We identified a total of 3381 transcripts corresponding to 182 long intergenic RNAs (LincRNAs), 11 microRNAs (miRNAs), 2861 protein-coding transcripts, 200 pseudogenes and 127 antisense RNAs; some of them were differentially expressed between PD and control groups. Selected differentially expressed RNAs have been validated in the same set of CSF samples using real-time PCR (RT-PCR). Further validations in independent, larger cohorts of samples are still ongoing. Our results obtained so far suggested that CSF proteins and RNAs could be used as good indexes for PD diagnosis and disease severity/progression. This study is a part of the NIDDS-funded Parkinson's Disease Biomarkers Program (PDBP).</p>
| phs000901 | dbGaP