Aug 2026· iScience· Vol 29, pp. 117235· 0 citations· 120 references
Medicine
TL;DR
This Review addresses the central problem to determine which instances of ribosome engagement lead to productive translation, which cancer phenotypes depend on the peptide rather than the source RNA, and which validated products are clinically relevant through a graded evidence framework.
Abstract
Summary Transcripts annotated as noncoding can produce peptides, but detecting translation does not establish peptide function. The central problem is to determine which instances of ribosome engagement lead to productive translation, which cancer phenotypes depend on the peptide rather than the source RNA, and which validated products are clinically relevant. This Review addresses that problem through a graded evidence framework that proceeds from transcript architecture and ribosome engagement to endogenous peptide detection and causal attribution to the peptide. Under this standard, validated peptides act at molecular control points where local concentration or enzymatic amplification can reconcile low abundance with biological effect. On that basis, we define the conditions required for actionability: tumor-enriched expression, reproducible endogenous measurement, a defined mechanism, and an intervention matched to that mechanism. Progress therefore depends on causal attribution, not on longer candidate lists.
This chapter provides an overview of numerous computational approaches developed to reconstruct circRNA-miRNA-mRNA networks, ranging from specific circRNA-oriented applications to sequencing-based tools, each with distinct strengths and limitations.
Simone Avesani, L. Cascione, R. Giugno· Methods in molecular biology· 0 citations
Aminoacyl-tRNA synthetases (aaRSs) generate the aminoacyl-tRNA pool required for protein synthesis, yet selected family members also participate in nutrient sensing, stress adaptation, metabolite-dependent protein modification and extracellular immune communication. This dual biology creates a recurrent interpretive pr...
Zhi-Peng Zhao, Ru-Dong Li, Si-Yi Wang et al.· Frontiers in Immunology· 0 citations
This work provides a conceptual and practical framework for targeting recoding-dependent gene products such as PEG10 in disease and suggests broader applicability of structure-directed ASOs to viral and cellular frameshifting elements.
Ondrej Kostov, Myriam Moreno Swanton, Katie R. Waldon et al.· bioRxiv· 0 citations
INTRODUCTION
RNA is now recognized as an active regulatory target rather than a passive intermediary, expanding therapeutic opportunities beyond protein-centric drug discovery. Small-molecule RNA modulators offer access to novel target space and new mechanisms to modulate protein targets that are difficult to drug dire...
Rachel Moore, A. Bonetti, Rhona J. Cox et al.· Expert Opinion on Drug Disco...· 0 citations
Understanding the relationship between gene expression and protein abundance is central to molecular and systems biology. While gene expression reflects transcriptional activity, proteins are the functional molecules that determine cellular phenotypes. However, numerous post-transcriptional and translational regulatory...
Johannes Schlüter, A. Schönhuth· 0 citations
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