AlphaFold3 predictions of novel GLI-SUFU interfaces identify binding-defective SUFU missense variants from medulloblastoma and Gorlin Syndrome patients

Bardwell, A. J.; Arif, U.; Bardwell, L.

doi:10.64898/2026.01.06.698042

Home/Archive/bioRxiv

bioRxiv · 10.64898/2026.01.06.698042

AlphaFold3 predictions of novel GLI-SUFU interfaces identify binding-defective SUFU missense variants from medulloblastoma and Gorlin Syndrome patients

Bardwell, A. J.·Arif, U.·Bardwell, L.

View original source ↗Export metadata ↓

Abstract

The tumor suppressor SUFU is a key negative regulator of oncogenic GLI transcription factors. SUFU mutations predispose to medulloblastoma and can cause Gorlin and Joubert syndromes. Limited structural information is available on the GLI-SUFU complex, contributing to the fact that the vast majority of SUFU missense variants sequenced from affected patients are of unknown clinical significance. Using AlphaFold3 and complementary computational analysis, we predicted structures of the three human GLI-SUFU complexes and the orthologous Drosophila Ci-Sufu complex, revealing previously unrecognized contact interfaces. By site-directed mutagenesis and GLI-SUFU binding assays, we validated the importance of key interface residues, many of which are mutated in familial medulloblastoma and Gorlin syndrome. These findings provide new structure-function insights into a signaling complex mutated in cancer and rare congenital diseases, and offer an expanded framework for interpreting clinically observed SUFU variants and mechanisms that tune SUFU repression. TeaserAI-powered modeling plus experimental validation reveal new GLI-SUFU interfaces linked to cancer and congenital mutations.

Explore related subjects

biochemistry Preprint

Keep this discovery

Explore connections, maps & timelines

BibTeX RIS

Bardwell, A. J., Arif, U., Bardwell, L.. 2026-01-07. AlphaFold3 predictions of novel GLI-SUFU interfaces identify binding-defective SUFU missense variants from medulloblastoma and Gorlin Syndrome patients. https://doi.org/10.64898/2026.01.06.698042

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

bioRxiv2026

aaRSID, an engineered pyrrolysyl-tRNA synthetase platform for multi-probe proximity proteomics

Proximity labeling (PL) methods utilize spatially targeted chemical or enzymatic generation of a diffusible, reactive intermediate to covalently tag neighboring proteins in living systems. Unlike other tools for studying molecular interactions, PL can detect transient protein relationships with high spatial and temporal sensitivity, allowing for insight into their roles in biological processes. However, current enzymatic PL tools, such as TurboID and APEX2, are limited by their substrate structure and chemistry, which can generate significant background and/or perturb cellular physiology. To address these limitations, we have developed aminoacyl-tRNA synthetase ID (aaRSID), a PL tool that leverages an engineered pyrrolysyl tRNA synthetase (PylRS) for proximity labeling of proteins. We chose PylRS because it can catalyze promiscuous lysine labeling in the absence of its cognate tRNA and utilize a variety of non-canonical amino acids (ncAAs) as substrates. Here, we demonstrate aaRSID's intrinsic proximity labeling activity, use directed evolution to improve this activity, and apply the improved mutant (aaRSID-Ma1.3) for subcellular proteomics and multiplexed imaging. Our work establishes aminoacyl-tRNA synthetases as a new PL enzyme class and introduces a versatile chemical platform for developing ncAA-derived probes to map cellular microenvironments, greatly expanding the applications possible of PL technology.

biochemistry↗

bioRxiv2026

Cellular uptake of folate-olaparib conjugates via folate receptor-mediated endocytosis: Potential for selective delivery of DNA damage response inhibitors into tumour cells

The folate receptor (FR) is overexpressed in a range of human tumours including ovarian cancer cells. We propose that the overexpression of the FR on the surface of ovarian tumour cells could be exploited for the selective delivery of a DNA damage response inhibitor (DDRi) in the form of an intact folate drug conjugate (FDC). This approach would improve the therapeutic index of the parent DDRi facilitating combination studies of the DDRi-based FDC with DNA damaging chemotherapy. FR-mediated cellular uptake of the proposed folate drug conjugates is requisite for FDC selective delivery into tumours. In this study, we synthesised a series of olaparib-based folate conjugates that maintained the biochemical PARP1 inhibition associated with olaparib and showed binding affinity for the folate receptor. Significantly, we identified compounds 10b and 11 that selectively enter FR overexpressing tumour cells via folate receptor-mediated endocytosis in their intact form and engage with their target as demonstrated by the potent inhibition of PARylation (KB cells, PARylation IC50 = 5.7 and 3.9 nM; respectively).

biochemistry↗

bioRxiv2026

Architecture and Energy Transfer of the Bacterial Photosynthetic Unit

In phototrophic organisms, pigment-protein membrane complexes are densely packed to form photosynthetic units (PSUs) that capture solar energy and convert it into chemical energy. Although the structures of many individual photosynthetic complexes have been resolved, how they are arranged and interact with others within photosynthetic membranes to enable efficient excitation energy transfer (EET) remains poorly understood. Here, we report cryo-electron microscopy structures of PSU supercomplex assemblies from the phototrophic a-proteobacterium Rhodovulum viride, including an RC-LH1 core associated with one or two peripheral LH2 complexes and a curved LH2 tetramer. These membrane-derived assemblies define the relative positions and orientations of neighboring photosynthetic complexes and place their pigment arrays in proximity across antenna-antenna and antenna-core interfaces. Structure-based simulations identify potential EET pathways within the PSU assemblies and reveal rapid energy transfer across both LH2-LH2 and LH2-LH1 interfaces. Collectively, these findings provide insights into the assembly and structural modularity of bacterial PSUs and elucidate how the lateral organization of membrane protein complexes facilitates efficient energy transfer. This work extends structural studies of bacterial photosynthesis from individual complexes to their native higher-order assembly, providing a framework for understanding how photosynthetic supercomplex organization shapes energy migration and for guiding the design of artificial photosynthesis.

biochemistry↗