HLA Typing
DRAGEN includes a dedicated human leukocyte antigen (HLA) genotyper for calling HLA class I and class II alleles with two-field resolution (a.k.a. four-digit resolution). At this resolution, DRAGEN HLA genotyper is able to discern and report HLA alleles based on their protein sequences. For more information on HLA nomenclature, see Nomenclature for factors of the HLA system¹.
Class I HLA typing is enabled by setting the --enable-hla flag to true. Additionally, class II HLA typing is enabled by setting the --hla-enable-class-2 flag to true. For TSO500-solid or TSO500-liquid runs, HLA typing should be enabled instead through the following batch options: --tso500-solid-hla=true and --tso500-liquid-hla=true respectively. NOTE: class II HLA typing is not supported for TSO500 runs.
HLA Workflow
The HLA Caller primarily executes the following four steps:
Extract reads mapped to the HLA genes. These are HLA-A, -B and -C loci for class I, and HLA-DQA1, -DQB1, -DRB1 for class II loci. The human reference version is auto-detected during this step. The human reference builds hg19, hs37d5, and GRCh38 are fully supported, CHM13 build is enabled but not supported.
Align the extracted HLA reads to a reference set of 9,086 HLA alleles using the DRAGEN map-align processor. Only full-sequence alleles from the IMGT/HLA database (v3.45) that have also been reported on the Allele Frequency Net database were selected in building the default HLA reference resource.
Filter out HLA-specific alignments with sub-maximal alignment scores, and optimize the read distribution using Expectation-Maximization.
Select the most likely genotype for each HLA locus from a short list of candidate alleles using a homozygosity threshold set at 20%.
Reference Requirement for HLA
The reference directory that is supplied at command-line with --ref-dir must contain anchored_hla, a specific subdirectory with HLA-specific reference files. The DRAGEN default reference directories have been updated to contain the anchored_hla subdirectory.
Building the HLA-Specific Reference Subdirectory
An HLA-specific reference subdirectory can be built by executing
This command will create anchored_hla as a subdirectory of the target {REF-DIR} supplied as an argument to --output-directory as above.
The HLA-specific reference subdirectory can be built at the same time as the primary reference construction. An example command-line for this mode is
HLA Resource FASTA
An HLA resource file, HLA_resource.v2.fasta.gz, is packaged with DRAGEN. It is located at <INSTALL_PATH>/resources/hla/HLA_resource.v2.fasta.gz
This file is used by default when building the HLA-specific hash-table as above, see Building the HLA-Specific Reference Subdirectory.
Using Custom HLA Reference Files
An HLA allele reference FASTA file can be used as input to the hash-table building option --ht-hla-reference.
Note: Using custom HLA reference files to generate the HLA-specific reference subdirectory anchored_hla is not recommended, as accuracy cannot be guaranteed.
Custom input FASTA files (which can be zipped or unzipped) must contain only HLA allele sequences, and all allele names must adhere to the HLA star-allele nomenclature¹, where the first character of each allele name indicates the HLA locus, e.g. A*02:01:01:01. Allele names extracted from such a custom input file start at the first character of the allele name (to be preceded by character '>') and end at the last character of the name or until the first delimiter character '-' is reached.
The following is an illustration of a valid HLA reference input file to option --ht-hla-reference:
Custom HLA reference files might require customized memory allocation, which can be specified with an argument to the command-line option --ht-hla-ext-table-alloc.
HLA Caller Pipeline Options
The HLA component has no additional user-settable command-line options.
Note: this HLA component replaces prior workflows. See the appropriate guide for the DRAGEN software version being used in order to determine valid parameters.
Map-Align DRAGEN Requirement for HLA
The HLA Caller requires the DRAGEN mapper-aligner to be enabled (enabled via option --enable-map-align=true, or through TSO500-batch options).
HLA Output Files
The HLA Caller generates a tab-delimited output file for class I and, if enabled, class II alleles. Class I results contain six class I alleles, with two alleles per class I HLA gene (HLA-A, -B and -C), and class II results contain six class II alleles, with two alleles per class II HLA gene (HLA-DQA1, -DQB1, and -DRB1). Homozygous calls show identical alleles at the respective loci.
The genotype output file is <prefix>.hla.tsv, and it is located in the user-specified output directory. In tumor-only mode the output is stored to <prefix>.hla.tumor.tsv file. In tumor-normal mode, two output genotype files are generated from tumor and normal samples: <prefix>.hla.tumor.tsv and <prefix>.hla.tsv.
In all cases, the genotype file contains a header row with one column for each of the class I and/or class II alleles and a body row with the HLA type of each allele at two-field resolution.
The following is an example output file produced by DRAGEN class I and II HLA typing:
| A1 | A2 | B1 | B2 | C1 | C2 | DQA11 | DQA12 | DQB11 | DQB12 | DRB11 | DRB12 |
|---|---|---|---|---|---|---|---|---|---|---|---|
A*26:01 | A*29:02 | B*44:02 | B*44:03 | C*05:01 | C*16:01 | DQA1*01:03 | DQA1*01:02 | DQB1*06:03 | DQB1*06:02 | DRB1*15:01 | DRB1*15:01 |
The HLA Caller generates two additional HLA files.
<prefix>.hla_metrics.csv—Contains the number of reads supporting each allele result (individual reads may support multiple alleles), and the total number of HLA reads analyzed.<prefix>.hla_2field_EM.tsv—Contains the maximal likelihood output from the Expectation-Maximization step: a list of candidate alleles at two-field resolution and corresponding intermediate posterior probability.
Internal checks for sufficient coverage at each HLA locus will trigger a warning message when fewer than 50 reads support any given allele call, or when fewer than 300 HLA reads are detected overall. In both settings, an allele call will still be attempted, but the results may be unreliable.
An empty genotype call at a given HLA locus is returned when there are no reads supporting that locus. In this scenario, a warning message will indicate missing coverage.
Known Limitations
Map-align must be enabled for HLA (see Map-Align DRAGEN Requirement for HLA). As such, tumor-normal paired file inputs from BAM are not currently supported for HLA calling.
No HLA genotype will be returned with single-end DNA read inputs.
By default, DRAGEN only genotypes HLA alleles that have full-nucleotide sequence data in IMGT/HLA v3.45 and that have also been reported on the Allele Frequency Net database. As such, no partial alleles are currently called using the supplied resource reference FASTA file
HLA_resource.v2.fasta.
Examples
The HLA Caller accepts standard input files in FASTQ or BAM format.
The following example command line uses FASTQ file inputs.
The following example command line uses BAM file inputs (with map-align enabled). NOTE: the --hla-enable-class-2 enables class II HLA typing.
The following example command line uses tumor-normal paired file inputs from FASTQ.
The following example command line activates HLA typing in a TSO500-solid run from FASTQ input. A TSO500-compatible reference_directory is one which uses the same reference genome as in TSO i.e. hg19.
The following example command line activates HLA typing in a TSO500-liquid run from FASTQ input. A TSO500-compatible reference_directory is one which uses the same reference genome as in TSO i.e. hg19.
¹Marsh SG, et al. Nomenclature for factors of the HLA system, 2010. Tissue Antigens. 2010 75:291-455.
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