パッケージ: r-cran-tigger (0.3.1-1)
r-cran-tigger に関するリンク
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外部の資源:
- ホームページ [cran.r-project.org]
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Infers new Immunoglobulin alleles from Rep-Seq Data
Summary: Infers the V genotype of an individual from immunoglobulin (Ig) repertoire-sequencing (Rep-Seq) data, including detection of any novel alleles. This information is then used to correct existing V allele calls from among the sample sequences.
High-throughput sequencing of B cell immunoglobulin receptors is providing unprecedented insight into adaptive immunity. A key step in analyzing these data involves assignment of the germline V, D and J gene segment alleles that comprise each immunoglobulin sequence by matching them against a database of known V(D)J alleles. However, this process will fail for sequences that utilize previously undetected alleles, whose frequency in the population is unclear.
TIgGER is a computational method that significantly improves V(D)J allele assignments by first determining the complete set of gene segments carried by an individual (including novel alleles) from V(D)J-rearrange sequences. TIgGER can then infer a subject’s genotype from these sequences, and use this genotype to correct the initial V(D)J allele assignments.
The application of TIgGER continues to identify a surprisingly high frequency of novel alleles in humans, highlighting the critical need for this approach. TIgGER, however, can and has been used with data from other species.
Core Abilities:
* Detecting novel alleles * Inferring a subject’s genotype * Correcting preliminary allele calls
Required Input
* A table of sequences from a single individual, with columns containing the following: - V(D)J-rearranged nucleotide sequence (in IMGT-gapped format) - Preliminary V allele calls - Preliminary J allele calls - Length of the junction region * Germline Ig sequences in IMGT-gapped fasta format (e.g., as those downloaded from IMGT/GENE-DB)
The former can be created through the use of IMGT/HighV-QUEST and Change-O.
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