AScall
AScall performs automated processing and analysis of allele-specific real-time PCR (AS-qPCR) data to call sample genotypes and detect allele-specific genetic variation.
Key Features:
- Automated Data Processing: Automatic processing of large-scale AS-qPCR datasets with support for multiplexing up to 480 reactions per 96-well plate.
- Universal Data Import: Batch import of real-time PCR data in RDML format.
- Amplification Curves Preprocessing: Initial preprocessing of amplification curves to prepare data for downstream analysis.
- Quality Control: Automated checks to validate data integrity and reliability.
- Sample Genotype Calling: Determination of genotypes based on allele-specific amplification signals.
- Results Visualization: Generation of detailed visualizations for interpretation of amplification and genotype data.
- Report Generation: Production of detailed analytical reports summarizing experiment results.
- High-throughput Performance: Demonstrated capability to process large datasets (example: 4,800 qPCR reactions processed in 1.5 minutes as reported).
Scientific Applications:
- Minor Histocompatibility Antigen (MiHA) Genotyping: Detection of donor–recipient mismatches in MiHA studies following allogeneic hematopoietic stem cell transplantation.
- Genetic Variation Detection: Identification of single nucleotide polymorphisms (SNPs), insertions, and deletions using allele-specific primers and real-time PCR.
- High-throughput Allele-specific Genotyping: Large-scale AS-qPCR experiments for research requiring rapid allele discrimination across many samples.
Methodology:
AScall imports RDML files, preprocesses amplification curves, performs automated quality control, and applies an algorithm that interprets fluorescent signals from allele-specific real-time PCR to call sample genotypes.
Topics
Details
- License:
- MIT
- Tool Type:
- library, web application
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 1/28/2021
Operations
Publications
Blagodatskikh K, Romaniuk D, Malko D. AScall – Automatic Allele-Specific qPCR Analysis. Frontiers in Bioengineering and Biotechnology. 2020;8. doi:10.3389/fbioe.2020.00353. PMID:32391349. PMCID:PMC7188954.
Links
Repository
https://github.com/kablag/AScall