Bongrand, P. | Search bioRxiv

bioRxiv2026

An RNA Language Model trained on sequence alone reveals the structural logic of Internal Ribosome Entry Sites

Millions of RNA sequences are readily available, but the structures that determine their function are not. Picornaviruses initiate translation through Internal Ribosome Entry Sites (IRESes), RNA elements that recruit ribosomes independent of the 5` cap. These elements are large and highly divergent, and structural understanding remains limited to a handful of cases. We address this bottleneck by introducing an RNA language model (Albatross), trained purely on sequence, that predicts high-quality IRES structures at scale. We collect in cellulo chemical probing data for 96 full-length IRESes from divergent viruses and show that Albatross achieves far higher precision (0.80) than state-of-the-art predictions (0.47). Analyzing 75,000 IRES structures, we discover a novel Type II structural subclass and validate it experimentally. We demonstrate the pipeline broadly generalizes to identify functional structures, including tertiary contacts and alternative riboswitch structures. These findings establish Albatross as a scalable framework that accelerates RNA structure discovery and antiviral targeting.

molecular biology↗

bioRxiv2020

CD8 co-receptor enhances T cell activation without any effect on initial attachment

The scanning of surrounding tissues by T lymphocytes to detect cognate antigen is a highly demanding process that requires high rapidity, sensitivity and specificity. Co-receptors such as CD8 are known to increase detection performance, but the exact mechanism of this role remains incompletely understood. Here, we used interference reflection microscopy to image the initial spreading of 1G4 receptor transfected CD8+ and CD8- Jurkat cells dropped on surfaces exposing five cognate antigens of varying activating power, and we used a laminar flow chamber to measure the influence of CD8 on the kinetics of bond formation and rupture between cell-born T cell receptors (TCRs) and peptide-exposing major histocompatibility complex antigens (pMHCs) at the single molecule level. It is concluded that CD8 did not influence TCR-pMHC interaction during the first seconds following cell surface encounter, but it promoted the spreading responses during the first minutes, thus suggesting that CD8 was involved in early activation rather than binding. In addition, presented results were quantitatively compared with a recent report on the cell-free interaction between the same ligand-receptor couples : it is concluded that bond formation was strongly impaired by cell molecular environment, while bond rupture was comparable in both systems. Results from this and previous reports were used to propose a quantitative scheme of the strategy used by T lymphocytes to scan foreign surfaces. It is suggested that the understanding of the strategy used by cells to perform their basic functions may be a prerequisite to understand the function of molecular networks revealed by high throughput methods.

immunology↗