CPC: assess the protein-coding potential of transcripts using sequence features and support vector machine
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Summary
A support vector machine-based classifier, named Coding Potential Calculator (CPC), to assess the protein-coding potential of a transcript based on six biologically meaningful sequence features, which can discriminate coding from noncoding transcripts with high accuracy.
- Type
- article
- Published
- 2007-07-01
- Cited by
- 2,487
- References
- 31
- Access
- Open access
- OpenAlex
- https://openalex.org/W2075320162
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:7824801
Keywords
Biology, ENCODE, Computational biology, Support vector machine, Coding region
References
- Protein function prediction via graph kernels
- RNA regulation: a new genetics?
- Non–coding RNA genes and the modern RNA world
- Prediction of catalytic residues using Support Vector Machine with selected protein sequence and structural properties
- Knowledge-based analysis of microarray gene expression data by using support vector machines.
- Non-coding RNA.
- EST2Prot: Mapping EST sequences to proteins
- An SVM-based system for predicting protein subnuclear localizations
- Prediction of protein subcellular localization
- A Guide to the Mammalian Genome
- Discrimination of Non-Protein-Coding Transcripts from Protein-Coding mRNA
- Distinguishing Protein-Coding from Non-Coding RNAs through Support Vector Machines
- Rfam: annotating non-coding RNAs in complete genomes
- CDS annotation in full-length cDNA sequence.
- UTRdb and UTRsite: a collection of sequences and regulatory motifs of the untranslated regions of eukaryotic mRNAs
- The Transcriptional Landscape of the Mammalian Genome
- Support vector machine classification and validation of cancer tissue samples using microarray expression data
- A hitchhiker's guide to expressed sequence tag (EST) analysis
- SMART 5: domains in the context of genomes and networks
- Targeting a complex transcriptome: the construction of the mouse full-length cDNA encyclopedia.
Cited by
- Female-biased expression of long non-coding RNAs in domains that escape X-inactivation in mouse
- Human long non‐coding RNAs promote pluripotency and neuronal differentiation by association with chromatin modifiers and transcription factors
- Discovery and functional characterization of cardiovascular long noncoding RNAs.
- De novo transcriptome assembly and identification of genes associated with feed conversion ratio and breast muscle yield in domestic ducks.
- Identification and Classification of New Transcripts in Dorper and Small-Tailed Han Sheep Skeletal Muscle Transcriptomes
- Comparative transcriptome analysis between resistant and susceptible tomato allows the identification of lncRNA16397 conferring resistance to Phytophthora infestans by co‐expressing glutaredoxin
- A Point Mutation in a lincRNA Upstream of GDNF Is Associated to a Canine Insensitivity to Pain: A Spontaneous Model for Human Sensory Neuropathies
- Transcriptome analysis of Callery pear (Pyrus calleryana) reveals a comprehensive signalling network in response to Alternaria alternata
- Expression status and clinical significance of lncRNA APPAT in the progression of atherosclerosis
- Genome sequence of the progenitor of wheat A subgenome Triticum urartu
- Genome-wide analysis of differentially expressed profiles of mRNAs, lncRNAs and circRNAs during Cryptosporidium baileyi infection
- Crosstalk among lncRNAs, microRNAs and mRNAs in the muscle ‘degradome’ of rainbow trout
- Identification and analysis of differentially expressed long non-coding RNAs of Chinese Holstein cattle responses to heat stress
- Hybrid sequencing-based personal full-length transcriptomic analysis implicates proteostatic stress in metastatic ovarian cancer
- Genome-wide analysis of long noncoding RNA and mRNA profiles in PRRSV-infected porcine alveolar macrophages.
- Long non-coding RNA and circular RNA and coding RNA profiling of plasma exosomes of osteosarcoma by RNA seq
- Identification of a long non-coding RNA gene, growth hormone secretagogue receptor opposite strand, which stimulates cell migration in non-small cell lung cancer cell lines.
- Long non-coding RNAs in innate and adaptive immunity
- Genome-wide screening for novel, drought stress-responsive long non-coding RNAs in drought-stressed leaf transcriptome of drought-tolerant and -susceptible banana (Musa spp) cultivars using Illumina high-throughput sequencing
- Study strategies for long non-coding RNAs and their roles in regulating gene expression
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