Study

SmMIP-tools:a computational toolset for processing and analysis of single-molecule molecular inversion probes derived data

Study ID Alternative Stable ID Type
EGAS00001005359 Other

Study Description

Single-molecule molecular inversion probes (smMIPs) provides a modular and cost-effective platform for high-multiplex targeted next-generation sequencing (NGS). Nevertheless, translating the raw smMIP-derived sequencing data into accurate and meaningful information currently requires proficient computational skills and a large amount of computational work, prohibiting wide-scale adoption of smMIP-based technologies. To enable easy, efficient, and accurate interrogation of smMIP-derived data, we developed SmMIP-tools, a computational toolset that combines the critical analytic steps for smMIP data interpretation into a single computational pipeline. Here, we describe in detail two major components of the software. The first is a read processing tool that performs quality control steps, generates read-smMIP linkages and retrieves molecular tags. The second is an error-aware variant caller capable of detecting single nucleotide variants (SNVs) and short insertions and deletions (indels). Using a cell-line DNA dilution series and a cohort of blood cancer patients, we benchmarked ... (Show More)

Study Datasets 3 datasets.

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Dataset ID Description Technology Samples
EGAD00001007789
SmMIP libraries using cord blood DNA were generated in replicates and were sequenced on the NovaSeq SP platform (Illumina)
16
EGAD00001007790
SmMIP libraries using bulk cell line DNA and DNA mixes were generated in replicates and were sequenced on the NovaSeq SP platform (Illumina)
44
EGAD00001007791
SmMIP libraries using DNA from patients diagnosed with myeloid malignancies were generated in replicates and were sequenced on the NovaSeq SP platform (Illumina)
336

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