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36 results
arxiv.org πŸ“… 2025 πŸ“° arXiv πŸ“„ PDF
Artificial Intelligence for CRISPR Guide RNA Design: Explainable Models and Off-Target Safety
πŸ‘€ Alireza Abbaszadeh; Armita Shahlai

CRISPR-based genome editing has revolutionized biotechnology, yet optimizing guide RNA (gRNA) design for efficiency and safety remains a critical challenge. Recent advances (2020--2025, updated to reflect current year if needed) demonstrate that artificial intelligence (AI), especially deep learning, can markedly impro…

q-bio.QM cs.AI cs.LG
arxiv.org πŸ“… 2021 πŸ“° arXiv πŸ“„ PDF
CRISPR SWAPnDROP -- A multifunctional system for genome editing and large-scale interspecies gene transfer
πŸ‘€ Marc Teufel; Carlo A. Klein; Maurice Mager; Patrick Sobetzko

The need for diverse chromosomal modifications in biotechnology, synthetic biology and basic research requires the development of new technologies. With CRISPR SWAPnDROP, we extend the limits of genome editing to large-scale in-vivo DNA transfer between bacterial species. Its modular platform approach facilitates speci…

q-bio.GN
DOI: 10.1038/s41467-022-30843-1
semanticscholar.org πŸ“… 2024 πŸ“° Cell πŸ”– 417 citations πŸ“„ PDF
Past, present, and future of CRISPR genome editing technologies.
πŸ‘€ Martin Pacesa; O. Pelea; M. Jinek

Genome editing has been a transformative force in the life sciences and human medicine, offering unprecedented opportunities to dissect complex biological processes and treat the underlying causes of many genetic diseases. CRISPR-based technologies, with their remarkable efficiency and easy programmability, stand at th…

DOI: 10.1016/j.cell.2024.01.042
arxiv.org πŸ“… 2026 πŸ“° arXiv πŸ“„ PDF
Guide-Guard: Off-Target Predicting in CRISPR Applications
πŸ‘€ Joseph Bingham; Netanel Arussy; Saman Zonouz

With the introduction of cyber-physical genome sequencing and editing technologies, such as CRISPR, researchers can more easily access tools to investigate and create remedies for a variety of topics in genetics and health science (e.g. agriculture and medicine). As the field advances and grows, new concerns present th…

cs.LG cs.AI cs.CV
DOI: 10.1007/978-3-031-21753-1_41
arxiv.org πŸ“… 2023 πŸ“° arXiv πŸ“„ PDF
pgMAP: a pipeline to enable guide RNA read mapping from dual-targeting CRISPR screens
πŸ‘€ Phoebe C. R. Parrish; Daniel J. Groso; James D. Thomas; Robert K. Bradley; Alice H. Berger

We developed pgMAP, an analysis pipeline to map gRNA sequencing reads from dual-targeting CRISPR screens. pgMAP output includes a dual gRNA read counts table and quality control metrics including the proportion of correctly-paired reads and CRISPR library sequencing coverage across all time points and samples. pgMAP is…

q-bio.GN
semanticscholar.org πŸ“… 2013 πŸ“° Nature Protocols πŸ”– 7,308 citations πŸ“„ PDF
Genome engineering using the CRISPR-Cas9 system
πŸ‘€ F. Ran; P. Hsu; Jason B Wright; Vineeta Agarwala; Vineeta Agarwala; David A. Scott; Feng Zhang

Targeted nucleases are powerful tools for mediating genome alteration with high precision. The RNA-guided Cas9 nuclease from the microbial clustered regularly interspaced short palindromic repeats (CRISPR) adaptive immune system can be used to facilitate efficient genome engineering in eukaryotic cells by simply specif…

DOI: 10.1038/nprot.2013.143
semanticscholar.org πŸ“… 2014 πŸ“° Cell πŸ”– 4,995 citations πŸ“„ PDF
Development and Applications of CRISPR-Cas9 for Genome Engineering
πŸ‘€ P. Hsu; E. Lander; Feng Zhang

Recent advances in genome engineering technologies based on the CRISPR-associated RNA-guided endonuclease Cas9 are enabling the systematic interrogation of mammalian genome function. Analogous to the search function in modern word processors, Cas9 can be guided to specific locations within complex genomes by a short RN…

DOI: 10.1016/j.cell.2014.05.010
semanticscholar.org πŸ“… 2016 πŸ“° Nature Biotechnology πŸ”– 3,967 citations πŸ“„ PDF
Optimized sgRNA design to maximize activity and minimize off-target effects of CRISPR-Cas9
πŸ‘€ John G Doench; NicolΓ³ Fusi; Meagan E. Sullender; Mudra Hegde; Emma Vaimberg; Katherine F. Donovan; Ian Smith; Z. Tothova; Craig B. Wilen; R. Orchard; H. Virgin; J. Listgarten; D. Root

CRISPR-Cas9–based genetic screens are a powerful new tool in biology. By simply altering the sequence of the single-guide RNA (sgRNA), one can reprogram Cas9 to target different sites in the genome with relative ease, but the on-target activity and off-target effects of individual sgRNAs can vary widely. Here, we use…

DOI: 10.1038/nbt.3437
arxiv.org πŸ“… 2014 πŸ“° arXiv πŸ“„ PDF
CRISPR/Cas9 For Photoactivated Localization Microscopy (PALM)
πŸ‘€ Yina Zhu; Pingchuan Li; Paolo Beuzer; Zhisong Tong; Robin Watters; Dan Lv; Cornelis Murre; Hu Cang

We demonstrate that endonuclease deficient Clustered Regularly Interspaced Short Palindromic Repeats CRISPR-associated Cas9 protein (dCas9) fused to the photo-convertible fluorescence protein monomeric mEos3.1 (dCas9-mEos3) can be used to resolve sub-diffraction limited features of repetitive gene elements, thus provid…

q-bio.SC q-bio.GN
semanticscholar.org πŸ“… 2014 πŸ“° Science πŸ”– 5,996 citations
The new frontier of genome engineering with CRISPR-Cas9
πŸ‘€ J. Doudna; E. Charpentier
DOI: 10.1126/science.1258096
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