bioRxivBioinformaticsPreprint
In Silico Design and Evaluation of CRISPR Cytosine Base Editing Strategy for Potential Correction of the ASPA Variant Associated with Canavan Disease
Abstract
**Background** Canavan disease is a rare autosomal recessive neurodegenerative leukodystrophy caused by pathogenic variants in the ASPA gene, for which effective molecularly targeted therapies remain limited. The NM_000049.4:c.691T>C (p.Tyr231His) variant introduces a pathogenic C-G base pair that is potentially amenable to correction using cytosine base editing (CBE). This study aimed to design and computationally evaluate a CBE-based CRISPR strategy for potential correction of this ASPA variant. **Methods** An integrated in silico workflow was used to characterize the ASPA p.Tyr231His variant and design a CBE-compatible sgRNA. Variant pathogenicity, conservation, and structural stability were assessed using multiple computational tools. Candidate sgRNAs were designed and evaluated for editing-window positioning, PAM compatibility, specificity, GC content, bystander editing, and secondary structure. Genome-wide off-target potential was further assessed using CRISPRitz against the GRCh38 reference genome. **Results** The ASPA p.Tyr231His variant was exceptionally rare (gnomAD allele frequency: 1.86 x 10^-6), highly conserved, and consistently predicted to be deleterious, with DynaMut2 indicating reduced protein stability (DDG = -2.04 kcal/mol). Of two candidate sgRNAs, one was selected based on optimal editing-window positioning, absence of predicted bystander editing, favourable GC content (45%), and specificity scores (MIT: 82; CFD: 93). RNAfold predicted minimal secondary-structure constraints (MFE: 0.00 kcal/mol). CRISPRitz identified 108 potential off-target sites, with none containing fewer than three mismatches, no bulge-associated sites, and only three predicted sites within exonic regions. **Conclusions** The integrated computational analysis identified a candidate sgRNA with favourable predicted editing characteristics and genome-wide specificity for potential CBE-mediated correction of the ASPA c.691T>C (p.Tyr231His) variant. These findings provide a rational framework for prioritizing this guide for experimental evaluation. Further cell-based and in vivo studies are required to establish editing efficiency, editing purity, bystander activity, off-target effects, and restoration of ASPA function before therapeutic applicability can be assessed.
- organism: human
- assay: CRISPR screen
- research focus: perturbation response prediction
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- CRISPR adenine and cytosine base editors with reduced RNA off-target activities
Julian Grünewald, Ronghao Zhou, … J. Keith Joung·Nature BiotechnologyPeer-reviewed·Sep 1, 2019
- Precise and programmable C:G to G:C base editing in genomic DNA
Liwei Chen, Jung Eun Park, … Wei Leong Chew·bioRxiv·Jul 21, 2020
- Direct delivery of stabilized Cas-embedded base editors achieves efficient and accurate editing of clinically relevant targets
J. M. Lee, J. Zeng, … C. A. Schiffer·bioRxiv·Feb 8, 2024
- TadA-Derived Cytosine Base Editor for Precise Genome Editing in Zebrafish
Wei Qin, Sheng‐Jia Lin, … Gaurav K. Varshney·bioRxiv·Jan 28, 2025
- Benchmarking of SpCas9 variants enables deeper base editor screens of BRCA1 and BCL2
Annabel K. Sangree, Audrey L Griffith, … John G. Doench·Nature CommunicationsPeer-reviewed·Mar 14, 2022
- Highly precise base editing with CC context-specificity using engineered human APOBEC3G-nCas9 fusions
Zhiquan Liu, Siyu Chen, … Zhanjun Li·BMC BiologyPeer-reviewed·Aug 31, 2020