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This is a Random Forest algorithm-based machine learning model to predict lncRNAs from coding mRNAs in plant transcriptomic data. The model assigns 1 for coding sequences and 2 for long non-coding sequences. The prediction is performed using a combination of Open Reading Frame (ORF) based, Sequence-...
2024-12-09 | BIOMD0000001067 | BioModels
Long non-coding RNAs (lncRNAs) are defined as non-protein-coding transcripts that are at least 200 nucleotides long. They are known to play pivotal roles in regulating gene expression, especially during stress responses in plants. We used a large collection of in-house transcriptome data from variou...
ORGANISM(S): Glycine max 
2020-01-09 | PXD014553 | Pride
Long non-coding RNAs show highly tissue and disease specific expression profiles. We analyzed prostate cancer and normal adjacent prostate samples to identify cancer-specific transcripts and found 334 candidates, of which 15 were validated by RT-PCR. 8 Prostate cancer samples from radical prostatect...
ORGANISM(S): Homo sapiens 
The non-coding transcriptome of the hyperthermophilic archaeon Pyrococcus abyssi is investigated using the RNA-seq technology. A dedicated computational pipeline analyzes RNA-seq reads and prior genome annotation to identify small RNAs, untranslated regions of mRNAs, and cis-encoded antisense transc...
ORGANISM(S): Pyrococcus abyssi 
Leishmania major is a kinetoplastid protozoan parasite which causes the debilitating infectious disease cutaneous leishmaniasis (CL). This disease results in scars and disfiguration of the infected individuals. The L. major genome was the first leishmanial genome to be sequenced in 2005 and this stu...
ORGANISM(S): Leishmania major 
2016-05-11 | PXD002465 | Pride
Investigating the response of long non-coding RNA expression to LPS stimulation in human monocytes. This experiment is related to the microarray study E-MTAB-2408.
ORGANISM(S): Homo sapiens 
Systemic sclerosis (SSc) is an autoimmune disease characterized by fibrosis of skin and multiple organs of which the pathogenesis is poorly understood. Here we studied differentially expressed coding and non-coding genes in relation to SSc pathogenesis with a specific focus on antisense non-coding R...
Several of the thousands of human long non-coding RNAs (lncRNAs) have been functionally characterized; however, potential roles for lncRNAs in somatic tissue differentiation remain poorly understood. Here we show that a 3.7kb lncRNA, terminal differentiation-induced ncRNA (TINCR), controls human epi...
ORGANISM(S): Homo sapiens 
Neurogenesis is a pro-survival process that comprises of dendritic and axonal growth, synaptogenesis, synaptic and neuronal pruning. These complex processes are determined by temporal gene expression during development, which is in turn tightly regulated by long non-coding RNAs and microRNAs. In thi...
ORGANISM(S): Mus musculus 
Interferons (IFNs) are key players in the antiviral response. IFN sensing by the cell activates transcription of IFN-stimulated genes (ISGs) able to induce an antiviral state by affecting viral replication and release. IFN also induces the expression of ISGs that function as negative regulators to l...
ORGANISM(S): Homo sapiens 
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