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What are the criteria for ORF to be protein coding? 


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Open reading frames (ORFs) are considered protein-coding if they meet specific criteria. These criteria include the size of the ORF, with small ORFs (smORFs) and short ORFs (sORFs) being identified as potential protein-coding regions . Additionally, the presence of coding potential within the ORF is determined through ribosome profiling and other advanced techniques . Evaluation methods for predicting protein-coding potential of ORFs involve assessing sequence-based algorithms and utilizing random sequence strategies for prediction accuracy . It is crucial to differentiate between exonic regions that are protein-coding and those that are non-coding, emphasizing the importance of clear language in genetic studies . Overall, the identification and validation of protein-coding ORFs involve a combination of bioinformatics, omics approaches, and functional characterization techniques .

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Small open reading frames (smORFs) are considered protein-coding if they show constraint within human populations, evolutionary conservation, and enrichment among disease-associated variants, as per the research findings.
Short open reading frames (sORFs) ≤ 300 bases, encoding microproteins ≤ 100 amino acids, can be identified as protein-coding using ribosome profiling (RIBO-Seq) to detect sORF transcripts.
The criteria for ORF to be protein coding include short sequence, low expression level, and challenges in genome annotation due to their small size and limited prediction methods.

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