Ultimately, a step-count analysis shows that CasPINS significantly streamlines usability, reducing discrete user actions from 25 to 8 steps compared to the traditional sequential-tool pipeline.
Abstract
Abstract Genome editing researchers currently navigate multiple disconnected tools for guide RNA (gRNA) design, primer generation, and editing analysis—a fragmented workflow that introduces errors and limits reproducibility. CasPINS (Cas-Primer-Indel Suite) addresses this gap as an open-source, unified platform integrating the complete genome editing computational workflow into a single interactive web application accessible without programming expertise. The platform supports 90+ species, 14 CRISPR-Cas variants, TALEN design, and six editing modes. Primer design integrates with Ensembl and NCBI databases relative to cut sites, while indel quantification utilizes Non-Negative Least Squares (NNLS) decomposition of Sanger chromatograms with maximum signal extraction and R2-corrected conservative modes. Benchmarking demonstrates strong concordance with established tools, including a 68.8% recovery of CHOPCHOP gRNAs and 67.2% of CRISPOR gRNAs across five human benchmark genes, alongside an algorithmic agreement within 2.6 percentage points on gold-standard TIDE data. Ultimately, a step-count analysis shows that CasPINS significantly streamlines usability, reducing discrete user actions from 25 to 8 steps compared to the traditional sequential-tool pipeline.
DeepCRISPR-Typer is presented, a comprehensive computational framework integrating a large protein language model (TEMC-Cas), a deep sequence feature extractor (CRISPR-RepTyper), and an adaptive targeted HMM profiling strategy that significantly reduces computational overhead by dynamically invoking subtype-specific HM...
Long Wen, Minghui Jing, Yanyan Li et al.· ACS Synthetic Biology· 0 citations
The effectiveness of the SaCas9 modular base editors, the robustness of the platform’s modularity, and its feasibility for convenient screening of target-specific base editors are demonstrated.
J. Collantes, Kellen Xu, Melany Ruiz-Urigüen et al.· The CRISPR Journal· 0 citations
Base editors (BEs) enable efficient A-to-G or C-to-T conversions without double-stranded DNA cleavage, but their editing windows remain difficult to tune, limiting genome engineering flexibility. Here, we engineered CRISPR/Cas12b sgRNA by introducing MS2 hairpins to recruit an MS2-N55K-cytidine deaminase-UGI complex, e...
It is argued that AI and CRISPR are complementary components of an emerging design-build-test-learn framework rather than a mature autonomous breeding platform, and progress will depend on plant-specific benchmark datasets, prospective validation, multi-environment field trials, interoperable data standards, equitable...
Anilkumar Lalasing Chavan, Pavan Rathod G. P., Chandana Suresh K. S. et al.· Plant cell biotechnology and...· 0 citations
Abstract Summary CRISPR-Cas9 has become a widely used tool for genome editing. However, its off-target cleavage caused by partial sequence matches with guide RNAs (gRNAs) remains a critical limitation. Recently, abasic gRNAs (ØXØ) have been developed to enhance target specificity, but their effects vary depending on th...
Geun-Woo D. Kim, Dowoon Gu, Mingyo Park et al.· Bioinform.· 0 citations
These strategies avoid the cloud dependency while fragmenting the input, discarding the global context needed to link biological arguments that are distributed across separate papers, and apply the Reduced Interaction Sampling (RIS) engine—a local sparse attention method—to retain the full sequence within the memory en...
A. R. dos Santos· International Journal of Mol...· 0 citations
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