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1.
Nat Commun ; 14(1): 8504, 2023 Dec 26.
Article in English | MEDLINE | ID: mdl-38148337

ABSTRACT

Forward genetic screens of mutated variants are a versatile strategy for protein engineering and investigation, which has been successfully applied to various studies like directed evolution (DE) and deep mutational scanning (DMS). While next-generation sequencing can track millions of variants during the screening rounds, the vast and noisy nature of the sequencing data impedes the estimation of the performance of individual variants. Here, we propose ACIDES that combines statistical inference and in-silico simulations to improve performance estimation in the library selection process by attributing accurate statistical scores to individual variants. We tested ACIDES first on a random-peptide-insertion experiment and then on multiple public datasets from DE and DMS studies. ACIDES allows experimentalists to reliably estimate variant performance on the fly and can aid protein engineering and research pipelines in a range of applications, including gene therapy.


Subject(s)
High-Throughput Nucleotide Sequencing , Protein Engineering , Mutation , Computer Simulation
2.
Appl Clin Genet ; 16: 111-130, 2023.
Article in English | MEDLINE | ID: mdl-37274131

ABSTRACT

Owing to their small size and safety profiles, adeno-associated viruses (AAVs) have become the vector of choice for gene therapy applications in the retina. In addition to the naturally occurring AAVs, several engineered variants with enhanced properties are being developed for experimental and therapeutic applications. Nonetheless, there are still some challenges impeding successful application of AAVs for a broader range of retinal gene therapies. The small size of AAV particles ensures efficient tissue transduction but also limits the packaging capacity to a few kilobases. Further, AAV's ability to cross retinal barriers is still an obstacle to pan-retinal transduction of the outer retina with tolerable doses. Lastly, despite overall safety, there have been recent reports of immune responses to AAVs in the eye. Hence, evaluation and prediction of immune responses to AAVs has come to be considered an integral part of future clinical success. This review focuses on the use of AAV in clinical trials for retinal diseases, and discusses developments of variants and novel strategies to overcome immune responses to AAVs.

3.
Article in English | MEDLINE | ID: mdl-36987583

ABSTRACT

Since their discovery over 55 years ago, adeno-associated virus (AAV) vectors have become powerful tools for experimental and therapeutic in vivo gene delivery, particularly in the retina. Increasing knowledge of AAV structure and biology has propelled forward the development of engineered AAV vectors with improved abilities for gene delivery. However, major obstacles to safe and efficient therapeutic gene delivery remain, including tropism, inefficient and untargeted gene delivery, and limited carrying capacity. Additional improvements to AAV vectors will be required to achieve therapeutic benefit while avoiding safety issues. In this review, we provide an overview of recent methods for engineering-enhanced AAV capsids, as well as remaining challenges that must be overcome to achieve optimized therapeutic gene delivery in the eye.

4.
Mol Ther Methods Clin Dev ; 22: 40-51, 2021 Sep 10.
Article in English | MEDLINE | ID: mdl-34485593

ABSTRACT

Neuronal ceroid lipofuscinosis (NCL) is a family of neurodegenerative diseases caused by mutations to genes related to lysosomal function. One variant, CNL11, is caused by mutations to the gene encoding the protein progranulin, which regulates neuronal lysosomal function. Absence of progranulin causes cerebellar atrophy, seizures, dementia, and vision loss. As progranulin gene therapies targeting the brain are developed, it is advantageous to focus on the retina, as its characteristics are beneficial for gene therapy development: the retina is easily visible through direct imaging, can be assessed through quantitative methods in vivo, and requires smaller amounts of adeno-associated virus (AAV). In this study we characterize the retinal degeneration in a progranulin knockout mouse model of CLN11 and study the effects of gene replacement at different time points. Mice heterologously expressing progranulin showed a reduction in lipofuscin deposits and microglia infiltration. While mice that receive systemic AAV92YF-scCAG-PGRN at post-natal day 3 or 4 show a reduction in retina thinning, mice injected intravitreally at months 1 and 6 with AAV2.7m8-scCAG-PGRN exhibit no improvement, and mice injected at 12 months of age have thinner retinas than do their controls. Thus, delivery of progranulin proves to be time sensitive and dependent on route of administration, requiring early delivery for optimal therapeutic benefit.

5.
Nat Methods ; 16(10): 1063, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31501552

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

6.
Nat Methods ; 16(9): 853-857, 2019 09.
Article in English | MEDLINE | ID: mdl-31427757

ABSTRACT

Single-molecule localization microscopy (SMLM), while well established for cultured cells, is not yet fully compatible with tissue-scale samples. We introduce single-molecule oblique-plane microscopy (obSTORM), which by directly imaging oblique sections of samples with oblique light-sheet illumination offers a deep and volumetric SMLM platform that is convenient for standard tissue samples and small intact animals. We demonstrate super-resolution imaging at depths of up to 66 µm for cells, Caenorhabditis elegans gonads, Drosophila melanogaster larval brain, mouse retina and brain sections, and whole stickleback fish.


Subject(s)
Brain/diagnostic imaging , Caenorhabditis elegans/metabolism , Drosophila melanogaster/metabolism , Fishes/metabolism , Microscopy, Fluorescence/methods , Retina/diagnostic imaging , Single Molecule Imaging/methods , A549 Cells , Animals , Female , Humans , Imaging, Three-Dimensional , Male , Mice , Mice, Inbred C57BL
7.
Cell Physiol Biochem ; 34(3): 681-90, 2014.
Article in English | MEDLINE | ID: mdl-25171090

ABSTRACT

BACKGROUND/AIMS: Vectors derived from adeno-associated viruses (AAVs) are important gene delivery tools for treating pulmonary diseases. Phosphorylation of surface-exposed tyrosine residues from AAV2 capsid targets the viral particles for ubiquitination and proteasome-mediated degradation, and mutations of these tyrosine residues lead to highly efficient vector transduction in vitro and in vivo in different organs. We evaluated the pulmonary transduction efficiency of AAV8 vectors containing point mutations in surface-exposed capsid tyrosine residues. METHODS: Male C57BL/6 mice (20-25 g, n=24) were randomly assigned into three groups: control group animals received intratracheal (i.t.) instillation of saline (50 µl), wild-type AAV8 group, and capsid mutant Y733F AAV8 group, which received (i.t.) AAV8 vectors containing the DNA sequence of enhanced green fluorescence protein (eGFP). Four weeks after instillation, lung mechanics and morphometry, vector transduction (immunohistochemistry and mRNA expression of eGFP), and inflammatory cytokines and growth factor expression were analyzed. RESULTS: Tyrosine-mutant AAV8 vectors displayed significantly increased transduction efficiency in the lung compared with their wild-type counterparts. No significant differences were observed in lung mechanics and morphometry between experimental groups. There was no evidence of inflammatory response in any group. CONCLUSION: AAV8 vectors may be useful for new therapeutic strategies for the treatment of pulmonary diseases.


Subject(s)
Capsid , Dependovirus/genetics , Genetic Vectors , Lung/physiopathology , Tyrosine/genetics , Animals , Base Sequence , Cytokines/genetics , DNA Primers , Green Fluorescent Proteins/genetics , Intercellular Signaling Peptides and Proteins/genetics , Lung/metabolism , Male , Mice , Mice, Inbred C57BL , Mutagenesis, Site-Directed , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction
8.
PLoS One ; 8(9): e76075, 2013.
Article in English | MEDLINE | ID: mdl-24086689

ABSTRACT

Müller glia, the primary glial cell in the retina, provide structural and metabolic support for neurons and are essential for retinal integrity. Müller cells are closely involved in many retinal degenerative diseases, including macular telangiectasia type 2, in which impairment of central vision may be linked to a primary defect in Müller glia. Here, we used an engineered, Müller-specific variant of AAV, called ShH10, to deliver a photo-inducibly toxic protein, KillerRed, to Müller cells in the mouse retina. We characterized the results of specific ablation of these cells on visual function and retinal structure. ShH10-KillerRed expression was obtained following intravitreal injection and eyes were then irradiated with green light to induce toxicity. Induction of KillerRed led to loss of Müller cells and a concomitant decrease of Müller cell markers glutamine synthetase and cellular retinaldehyde-binding protein, reduction of rhodopsin and cone opsin, and upregulation of glial fibrillary acidic protein. Loss of Müller cells also resulted in retinal disorganization, including thinning of the outer nuclear layer and the photoreceptor inner and outer segments. High resolution imaging of thin sections revealed displacement of photoreceptors from the ONL, formation of rosette-like structures and the presence of phagocytic cells. Furthermore, Müller cell ablation resulted in increased area and volume of retinal blood vessels, as well as the formation of tortuous blood vessels and vascular leakage. Electrophysiologic measures demonstrated reduced retinal function, evident in decreased photopic and scotopic electroretinogram amplitudes. These results show that loss of Müller cells can cause progressive retinal degenerative disease, and suggest that AAV delivery of an inducibly toxic protein in Müller cells may be useful to create large animal models of retinal dystrophies.


Subject(s)
Ablation Techniques/methods , Ependymoglial Cells , Genetic Vectors/genetics , Retina/physiology , Animals , Carrier Proteins/metabolism , Dependovirus/genetics , Electroretinography , Gene Transfer Techniques , Genetic Vectors/administration & dosage , Glial Fibrillary Acidic Protein/metabolism , Glutamate-Ammonia Ligase/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Intravitreal Injections , Mice , Opsins/metabolism , Optogenetics , Retina/cytology
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