Biology subjects

Gray, M. A.

Publications and source records attributed to Gray, M. A..

9 recordsLinked to original sources

bioRxiv2026

Ratiometric transcriptional activation by protein degradation

Cells can respond to alterations in the abundances of specific proteins through transcriptional outputs. Synthetic approaches inspired by native post-transcriptional circuits that convert protein abundance changes into programmable gene expression would be transformative. Here, we discover and describe design principles that effectively convert protein degradation into transcriptional outputs in live cells. We define ratiometric transcriptional activation, where control over the ratio between a transcriptional inhibitor-protein of interest fusion and transcription factor enables detection of abundance changes with high sensitivity at scale. We show that ratiometric transcriptional activation can be implemented in single cells using triply orthogonal circuits or in multicellular pools, operating independently of mechanism of protein downregulation and enabling simultaneous detection of multiple protein downregulation events through outputs such as cell survival, fluorescent protein expression, or barcode sequencing. These circuits can be applied to oncogenic targets and enable discovery of new molecular glue degraders.

synthetic biology↗

bioRxiv2025

Hydrophobic Ion Pairing for Simple, Non-Toxic Transfection

Although biomacromolecules require intracellular delivery for therapeutic effect, existing transfection agents are often characterized by high cost, low efficiency, and/or cytotoxicity. Here, we describe a new transfection approach based on hydrophobic ion pairing (HIP), which involves the simple mixing of a hydrophobic counterion with charged biomacromolecules. Among tested cargoes (proteins, siRNA, and pDNA), the HIP siRNA system performed especially well, achieving silencing in fibroblasts (80%), T cells (90%), and neurons (70%). HIP siRNA was also highly potent in mice, with tropism dependent on the route of administration. Most notably, intraperitoneal administration enabled [~]40% LAMP-1 knockdown in the pancreas, and intravenous delivery resulted in a remarkable 80% silencing in the heart. Heart delivery was also highly selectively, with no significant knockdown in the liver. Together, these data demonstrate a new, inexpensive approach to biomacromolecular delivery with the potential to target difficult-to-transfect organs, thus expanding the therapeutic potential of nucleic acids.

bioengineering↗

bioRxiv2024

Intracellular biomacromolecule delivery by stimuli responsive protein vesicles loaded by hydrophobic ion pairing

Therapeutic biomacromolecules are highly specific, which results in controlled therapeutic effect and less toxicity than small molecules. However, proteins and nucleic acids are large and have significant surface hydrophilicity and charge, thus cannot diffuse into cells. These chemical features render them poorly encapsulated by nanoparticles. Protein vesicles are self-assembling nanoparticles made by warming elastin-like polypeptide (ELP) fused to an arginine-rich leucine zipper and a globular protein fused to a glutamate-rich leucine zipper. To impart stimuli-responsive disassembly and small size, ELP was modified to include histidine and tyrosine residues. Additionally, hydrophobic ion pairing (HIP) was used to load and release protein and siRNA cargos requiring endosomal escape. HIP vesicles enabled delivery of cytochrome c, a cytosolically active protein, and significant reduction in viability in traditional two-dimensional (2D) human cancer cell line culture and a biomimetic three-dimensional (3D) organoid model of acute myeloid leukemia. They also delivered siRNA to knockdown protein expression in a murine fibroblast cell line. By examining uptake of positive and negatively charged fluorescent protein cargos loaded by HIP, this work revealed the necessity of HIP for cargo release and how HIP influences protein vesicle self-assembly using microscopy, small angle x-ray scattering, and nanoparticle tracking analysis. HIP protein vesicles have the potential to broaden the use of intracellular proteins for various diseases and extend protein vesicles to deliver other biomacromolecules.

bioengineering↗

bioRxiv2022

Antibody-lectin chimeras for glyco-immune checkpoint blockade

Despite the curative potential of checkpoint blockade immunotherapy, most patients remain unresponsive to existing treatments. Glyco-immune checkpoints - interactions of cell-surface glycans with lectin, or glycan-binding, immunoreceptors - have emerged as prominent mechanisms of immune evasion and therapeutic resistance in cancer. Here, we describe antibody-lectin chimeras (AbLecs), a modular platform for glyco-immune checkpoint blockade. AbLecs are bispecific antibody-like molecules comprising a cell-targeting antibody domain and a lectin "decoy receptor" domain that directly binds glycans and blocks their ability to engage inhibitory lectin receptors. AbLecs potentiate anticancer immune responses including phagocytosis and cytotoxicity, outperforming most existing therapies and combinations tested. By targeting a distinct axis of immunological regulation, AbLecs synergize with blockade of established immune checkpoints. AbLecs can be readily designed to target numerous tumor and immune cell subsets as well as glyco-immune checkpoints, and therefore represent a new modality for cancer immunotherapy.

biochemistry↗

bioRxiv2022

Drug repurposing for Cystic Fibrosis: identification of drugs that induce CFTR-independent fluid secretion in nasal organoids

Individuals with Cystic Fibrosis (CF) suffer from severe respiratory disease due to a genetic defect in the Cystic Fibrosis Transmembrane conductance Regulator (CFTR) gene, which impairs airway epithelial ion and fluid secretion. New CFTR modulators that restore mutant CFTR function have been recently approved for a large group of people with CF (pwCF), but [~]19% of pwCF cannot benefit from CFTR modulators [1]. Restoration of epithelial fluid secretion through non-CFTR pathways might be an effective treatment for all pwCF. Here we developed a medium-throughput 384-wells screening assay using nasal CF airway epithelial organoids, with the aim to repurpose FDA-approved drugs as modulators of non-CFTR dependent epithelial fluid secretion. From a [~]1400 FDA-approved drug library, we identified and validated 12 FDA-approved drugs that induced CFTR-independent fluid secretion. Among the hits were several cAMP-mediating drugs, including {beta}2-adrenergic agonists. The hits displayed no effects on chloride conductance measured in Ussing chamber, and fluid secretion was not affected by TMEM16A as demonstrated by knockout (KO) experiments in primary nasal epithelial cells. Altogether, our results demonstrate the use of primary nasal airway cells for mediumscale drug screening, target validation with a highly efficient protocol for generating CRISPR-Cas9 KO cells and identification of compounds which induce fluid secretion in a CFTR- and TMEM16A-indepent manner.

cell biology↗

bioRxiv2021

Critical Assessment of Metagenome Interpretation - the second round of challenges

Evaluating metagenomic software is key for optimizing metagenome interpretation and focus of the community-driven initiative for the Critical Assessment of Metagenome Interpretation (CAMI). In its second challenge, CAMI engaged the community to assess their methods on realistic and complex metagenomic datasets with long and short reads, created from [~]1,700 novel and known microbial genomes, as well as [~]600 novel plasmids and viruses. Altogether 5,002 results by 76 program versions were analyzed, representing a 22x increase in results. Substantial improvements were seen in metagenome assembly, some due to using long-read data. The presence of related strains still was challenging for assembly and genome binning, as was assembly quality for the latter. Taxon profilers demonstrated a marked maturation, with taxon profilers and binners excelling at higher bacterial taxonomic ranks, but underperforming for viruses and archaea. Assessment of clinical pathogen detection techniques revealed a need to improve reproducibility. Analysis of program runtimes and memory usage identified highly efficient programs, including some top performers with other metrics. The CAMI II results identify current challenges, but also guide researchers in selecting methods for specific analyses.

bioinformatics↗

bioRxiv2021

Targeting cancer glycosylation repolarizes tumor-associated macrophages allowing effective immune checkpoint blockade

Immune checkpoint blockade (ICB) has significantly improved the prognosis of cancer patients, but the majority experience limited benefit, evidencing the need for new therapeutic approaches. Upregulation of sialic acid-containing glycans, termed hypersialylation, is a common feature of cancer-associated glycosylation, driving disease progression and immune escape via the engagement of Siglec-receptors on tumor-infiltrating immune cells. Here, we show that tumor sialylation correlates with distinct immune states and reduced survival in human cancers. The targeted removal of Siglec-ligands in the tumor microenvironment, using an antibody-sialidase conjugate, enhances anti-tumor immunity and halts tumor progression in several mouse tumor models. Using single-cell RNA sequencing, we reveal desialylation mechanistically to repolarize tumor-associated macrophages (TAMs) and identify Siglec-E on TAMs as the main receptor for hypersialylation. Finally, we show genetic and therapeutic desialylation, as well as loss of Siglec-E, to synergize with ICB. Thus, therapeutic desialylation represents a novel immunotherapeutic approach, shaping macrophage phenotypes and augmenting the adaptive anti-tumor immune response.

immunology↗

bioRxiv2019

Chemical precision glyco-mutagenesis by glycosyltransferase engineering in living cells

Studying posttranslational modifications classically relies on experimental strategies that oversimplify the complex biosynthetic machineries of living cells. Protein glycosylation contributes to essential biological processes, but correlating glycan structure, underlying protein and disease-relevant biosynthetic regulation is currently elusive. Here, we engineer living cells to tag glycans with editable chemical functionalities while providing information on biosynthesis, physiological context and glycan fine structure. We introduce a non-natural substrate biosynthetic pathway and use engineered glycosyltransferases to incorporate chemically tagged sugars into the cell surface glycome of the living cell. We apply the strategy to a particularly redundant yet disease-relevant human glycosyltransferase family, the polypeptide N-acetylgalactosaminyl transferases. This approach bestows a gain-of-function modification on cells where the products of individual glycosyltransferases can be selectively characterized or manipulated at will.

synthetic biology↗

bioRxiv2018

Lysosome enlargement during inhibition of the lipid kinase PIKfyve proceeds through lysosome coalescence

Lysosomes receive and degrade cargo from endocytosis, phagocytosis and autophagy. They also play an important role in sensing and instructing cells on their metabolic state. The lipid kinase PIKfyve generates phosphatidylinositol-3,5-bisphosphate to modulate lysosome function. PIKfyve inhibition leads to impaired degradative capacity, ion dysregulation, abated autophagic flux, and a massive enlargement of lysosomes. Collectively, this leads to various physiological defects including embryonic lethality, neurodegeneration and overt inflammation. While being the most dramatic phenotype, the reasons for lysosome enlargement remain unclear. Here, we examined whether biosynthesis and/or fusion-fission dynamics contribute to swelling. First, we show that PIKfyve inhibition activates TFEB, TFE3 and MITF enhancing lysosome gene expression. However, this did not augment lysosomal protein levels during acute PIKfyve inhibition and deletion of TFEB and/or related proteins did not impair lysosome swelling. Instead, PIKfyve inhibition led to fewer but enlarged lysosomes, suggesting that an imbalance favouring lysosome fusion over fission causes lysosome enlargement. Indeed, conditions that abated fusion curtailed lysosome swelling in PIKfyve-inhibited cells.\n\nSummary statementPIKfyve inhibition causes lysosomes to coalesce, resulting in fewer, enlarged lysosomes. We also show that TFEB-mediated lysosome biosynthesis does not contribute to swelling.

cell biology↗