Biology subjects

Rueping, M.

Publications and source records attributed to Rueping, M..

3 recordsLinked to original sources

bioRxiv2025

NanoDesigner: Resolving the complex-CDR interdependency with iterative refinement

Camelid heavy-chain only antibodies consist of two heavy chains and single variable domains (VHHs), which retain antigen-binding functionality even when isolated. The term "nanobody" is now more generally used for describing small, single-domain antibodies. Several antibody generative models have been developed for the sequence and structure co-design of the complementary-determining regions (CDRs) based on the binding interface with a target antigen. However, these models are not tailored for nanobodies and are often constrained by their reliance on experimentally determined antigen-antibody structures, which are labor-intensive to obtain. Here, we introduce NanoDesigner, a tool for nanobody design and optimization based on generative AI methods. NanoDesigner integrates key stages -- structure prediction, docking, CDR generation, and side-chain packing -- into an iterative framework based on an expectation maximization (EM) algorithm. The algorithm effectively tackles an interdependency challenge where accurate docking presupposes a priori knowledge of the CDR conformation, while effective CDR generation relies on accurate docking outputs to guide its design. NanoDesigner approximately doubles the success rate of de novo nanobody designs through continuous refinement of docking and CDR generation.

bioinformatics↗

bioRxiv2018

Anchorene is an endogenous diapocarotenoid required for anchor root formation in Arabidopsis

Arabidopsis root development is predicted to be regulated by yet unidentified carotenoid-derived metabolite(s). In this work, we screened known and putative carotenoid cleavage products and identified anchorene, a predicted carotenoid-derived dialdehyde (diapocarotenoid) that triggers anchor root development. Anchor roots are the least characterized type of root in Arabidopsis. They form at the root-shoot junction, particularly upon damage to the root apical meristem. Using Arabidopsis reporter lines, mutants and chemical inhibitors, we show that anchor roots originate from pericycle cells and that the development of this root type is auxin-dependent and requires carotenoid biosynthesis. Transcriptome analysis and treatment of auxin-reporter lines indicate that anchorene triggers anchor root development by modulating auxin homeostasis. Exogenous application of anchorene restored anchor root development in carotenoid-deficient plants, indicating that this compound is the carotenoid-derived signal required for anchor root development. Chemical modifications of anchorene led to a loss of anchor root promoting activity, suggesting that this compound is highly specific. Furthermore, we demonstrate by LC-MS analysis that anchorene is a natural, endogenous Arabidopsis metabolite. Taken together, our work reveals a new member of the family of carotenoid-derived regulatory metabolites and hormones.\n\nSignificanceUnknown carotenoid-derived compounds are predicted to regulate different aspects of plant development. Here, we characterize the development of anchor roots, the least characterized root type in Arabidopsis, and show that this process depends on auxin and requires a carotenoid-derived metabolite. We identified a presumed carotenoid-derivative, anchorene, as the likely, specific signal involved in anchor root formation. We further show that anchorene is a natural metabolite that occurs in Arabidopsis. Based on the analysis of auxin reporter lines and transcriptome data, we provide evidence that anchorene triggers the growth of anchor roots by modulating auxin homeostasis. Taken together, our work identifies a novel carotenoid-derived growth regulator with a specific developmental function.

plant biology↗

bioRxiv2017

Engineering a promiscuous pyrrolysyl-tRNA synthetase by a high throughput FACS screen

The Pyrrolysyl-tRNA synthetase (PylRS) and its cognate tRNAPyl are used to facilitate the incorporation of non-canonical amino acids (ncAAs) into the genetic code of bacterial and eukaryotic cells by orthogonally reassigning the amber codon. Currently, the incorporation of new ncAAs requires a cumbersome engineering process composed of several positive and negative selection rounds to select the appropriate PylRS/tRNAPyl pair. Our fast and sensitive engineering approach required only a single FACS selection round to identify 110 orthogonal PylRS variants for the aminoacylation of 20 ncAAs. Pocket-substrate relationship from these variants led to the design of a highly promiscuous PylRS (HpRS), which catalyzed the aminoacylation of 31 structurally diverse lysine derivatives bearing clickable, fluorinated, fluorescent, and biotinylated entities. The high speed and sensitivity of our approach provides a competitive alternative to existing screening methodologies, and delivers insights into the complex PylRS-substrate interactions to facilitate the generation of additional promiscuous variants.

biochemistry↗