New Bioinformatics Tool to Study Viral Infections

Ribosomal profiling analysed more reliably
What makes the JMU development superior to the previous method? It allows the ribosomal activities to be captured much more accurately than before. All proteins and peptides are assembled at the numerous ribosomes of a cell. During viral infection, the ribosomes also synthesize all proteins the virus needs to reproduce. The assembly instructions are delivered by special messenger molecules, the mRNAs.

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Which proteins and peptides are produced at the ribosomes of a cell and in which amounts? How does this profile change due to the stress of viral infection? These questions can be answered by state-of-the-art high-throughput sequencing methods that use ribosomal profiling (Ribo-seq). They visualize ribosomal activities, the so-called translation processes, as periodic patterns.

"Previously, a number of error sources often prevented the reliable detection of translation events when analysing Ribo-seq data," says Florian Erhard. What is more, in at least half of all mRNAs, shorter open reading frames (sORFs) precede the known open reading frames (ORFs). Very difficult to pinpoint in the measured data, they are however an important cellular regulating mechanism especially under stress.

Many new cellular and viral peptides found
The new bioinformatics procedure called PRICE substantially improves the identification of translation events. "Our method is capable of resolving even complex cases, for example overlapping ORFs or unusual start codons, with high accuracy. This has allowed us to determine all translated areas genome-wide with high accuracy for the first time," Professor Erhard explains.

As a result, the JMU team discovered various new cellular and viral peptides. Moreover, the researchers observed that hundreds of sORF peptides are efficiently presented at the cell surface by MHC-I molecules.

"sORFs thus encode for a new class of antigens that can be recognized by our immune system," says Lars Dölken. "We therefore assume that sORFs are involved in immunological control mechanisms especially during virus infections and stress responses." All these findings open up new possibilities to better understand the effects of viral infections on the organism.

Ribo-seq datasets should be re-analysed
The PRICE method will have the strongest impact on fundamental research. Ribo-seq is a method that has been applied in almost all domains of biomedical research in the past years. "PRICE now enables us to analyse all existing and future dataset in much greater depth and with substantially improved accuracy," Dölken says further. He believes that the gain is so big that it justifies re-analysing all previously published data.

To make this possible, the Würzburg scientists provide their analysis tool as open-source software on the internet. They assume that their method will be used on a wide scale and become the international standard to analyse Ribo-seq experiments.

New insights will benefit pharmaceutical research
The researchers draw the following conclusion: "We are convinced that the enhanced data analysis will deliver essential new insights in many fields of biomedical research." In virology, the new method may contribute to getting a better understanding of cytomegalovirus. For example, it is still unknown why an infection with the pathogen causes severe damages in some unborn babies or transplant recipients, whereas others show no effects at all.



Source: Eurekalert