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Updated: May 3, 2026

An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
Improving mRNA 5' coding sequence determination in the mouse genome
Allison Piovesan1, Maria Caracausi, Maria Chiara Pelleri
1Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Unit of Histology, Embryology and Applied Biology, University of Bologna, Via Belmeloro 8, 40126, Bologna, BO, Italy.
Abstract:
The incomplete determination of the mRNA 5' end sequence may lead to the incorrect assignment of the first AUG codon and to errors in the prediction of the encoded protein product. Due to the significance of the mouse as a model organism in biomedical research, we performed a systematic identification of coding regions at the 5' end of all known mouse mRNAs, using an automated expressed sequence tag (EST)-based approach which we have previously described. By parsing almost 4 million BLAT alignments we found 351 mouse loci, out of 20,221 analyzed, in which an extension of the mRNA 5' coding region was identified. Proof-of-concept confirmation was obtained by in vitro cloning and sequencing for Apc2 and Mknk2 cDNAs. We also generated a list of 16,330 mouse mRNAs where the presence of an in-frame stop codon upstream of the known start codon indicates completeness of the coding sequence at 5' end in the current form. Systematic searches in the main mouse genome databases and genome browsers showed that 82% of our results are original and have not been identified by their annotation pipelines. Moreover, the same information is not easily derivable from RNA-Seq data, due to short sequence length and laboriousness in building full-length transcript structures. In conclusion, our results improve the determination of full-length 5' coding sequences and might be useful in order to reduce errors when studying mouse gene structure and function in biomedical research.
Insights
Researchers improved mouse mRNA 5' end sequencing accuracy using an automated expressed sequence tag (EST) approach. This enhances the prediction of encoded proteins, crucial for mouse model research and reducing gene structure errors.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- Incomplete mRNA 5' end determination can lead to incorrect AUG codon assignment and protein product prediction errors.
- Accurate coding sequence identification is vital for understanding gene function, especially in model organisms like the mouse.
Purpose of the Study:
- To systematically identify coding regions at the 5' end of known mouse messenger RNAs (mRNAs).
- To improve the accuracy of predicting encoded protein products in mouse models.
Main Methods:
- Utilized an automated expressed sequence tag (EST)-based approach to analyze mouse mRNA sequences.
- Parsed approximately 4 million BLAT alignments to identify novel 5' coding region extensions.
- Confirmed findings through in vitro cloning and sequencing for specific cDNAs (Apc2 and Mknk2).
Main Results:
- Identified extensions in the mRNA 5' coding region for 351 out of 20,221 analyzed mouse loci.
- Generated a list of 16,330 mouse mRNAs with upstream in-frame stop codons, indicating 5' coding sequence completeness.
- Found that 82% of the identified results were novel and not present in existing genome annotation pipelines.
Conclusions:
- The study enhances the determination of full-length 5' coding sequences in mouse mRNAs.
- Results can reduce errors in mouse gene structure and function studies within biomedical research.
- The findings are not easily obtainable from standard RNA-Seq data analysis due to sequence length limitations.
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