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Protein Folding Quality Check in the RER01:29

Protein Folding Quality Check in the RER

ER is the primary site for the maturation and folding of soluble and transmembrane secretory proteins. The calnexin cycle is a specific chaperone system that folds and assesses the confirmation of N-glycosylated proteins before they can exit the ER lumen. The primary players of this quality check pipeline are the lectins, ER-resident chaperones, and a glucosyl transferase enzyme. In case the calnexin system in the lumen fails to salvage a misfolded protein, it is transported to the cytoplasm...
Improving Translational Accuracy02:07

Improving Translational Accuracy

Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
Improving Translational Accuracy02:07

Improving Translational Accuracy

Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
Sanger Sequencing01:57

Sanger Sequencing

DNA sequencing is a fundamental technique that is routinely used in the biological sciences. This method can be applied to a range of questions at different scales - from the sequencing of a cloned DNA fragment or the study of a mutation in a gene up to whole-genome sequencing. However, despite the widespread use of sequencing today, it was not until 1977 that Fredrick Sanger and his collaborators developed the chain-termination method to decode DNA sequences. It relies on the separation of a...
Nonsense-mediated mRNA Decay02:27

Nonsense-mediated mRNA Decay

The Upf proteins that carry out nonsense-mediated decay (NMD) are found in all eukaryotic organisms, including humans. Each protein has an individual role, but they need to work in collaboration. Upf1 is an ATP-dependent RNA helicase that unwinds the RNA helix. Because Upf1 can unwind any RNA, Upf2 and Upf3 are required to help Upf1 discriminate between nonsense and normal mRNAs.
Usually, Upf3 binds to an Exon Junction Complex (EJC) at mRNA splice sites. If a ribosome fully translates the mRNA,...
Leaky Scanning02:28

Leaky Scanning

During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA.  Marilyn Kozak discovered that the sequence RCCAUGG (where R stands for...

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Related Experiment Video

Updated: Jun 11, 2026

De novo Identification of Actively Translated Open Reading Frames with Ribosome Profiling Data
08:23

De novo Identification of Actively Translated Open Reading Frames with Ribosome Profiling Data

Published on: February 18, 2022

A more elaborative way to check codon quality: an open source program.

Rakesh Kumar Shardiwal1, S S Sohrab

  • 1Genseq Sdn Bhd, Cyberjaya 63000, Malaysia. shardiwal.rakesh@gmail.com

International Journal of Bioinformatics Research and Applications
|July 10, 2010
PubMed
Summary
This summary is machine-generated.

This study introduces an open-source Perl program to identify optimal codons for gene expression, simplifying DNA sequence synthesis. The tool enhances gene expression by efficiently determining codon adaptiveness, offering a free alternative to manual methods.

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Last Updated: Jun 11, 2026

De novo Identification of Actively Translated Open Reading Frames with Ribosome Profiling Data
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Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers
10:41

Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers

Published on: June 24, 2019

Area of Science:

  • Molecular Biology
  • Bioinformatics
  • Computational Biology

Background:

  • Relative Synonymous Codon Usage (RSCU) and Relative Adaptiveness of a Codon (RAC) influence gene expression.
  • Optimizing codon usage is crucial for enhancing gene expression and synthetic DNA design.
  • Existing computational tools for codon analysis are often not open-source, limiting accessibility.

Purpose of the Study:

  • To develop an accessible, open-source software solution for identifying optimal codons.
  • To facilitate efficient DNA sequence synthesis for improved gene expression.
  • To provide researchers with a free and user-friendly tool for codon usage analysis.

Main Methods:

  • Development of a Perl-based program for analyzing codon bias.
  • Implementation of algorithms to determine Relative Synonymous Codon Usage (RSCU) and Relative Adaptiveness of a Codon (RAC).
  • User-friendly interface for easy execution and interpretation of results.

Main Results:

  • The developed Perl program efficiently identifies optimal codons for gene expression.
  • It offers a significant improvement over manual codon analysis, saving time and effort.
  • The software is freely available as an open-source library.

Conclusions:

  • The open-source Perl program provides an efficient and accessible method for codon optimization.
  • This tool can aid researchers in designing synthetic DNA sequences with enhanced gene expression.
  • The availability of free, open-source software democratizes advanced bioinformatics analysis.