Questions tagged [variant-calling]

The process of discovering variants in individuals starting from sequencing reads. Can be subdivided into germline variant calling and somatic variant calling. Can also be used for the more specific process of finding variants starting with reads aligned to a reference genome (SAM/BAM files).

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45 views

How can I get or create a reference genome for Bacteria?

I am a computer engineer and nowadays trying to grasp some concepts of Bioinformatics particularly, reference genomes and genomic variants. My aim is to find the effect of sequence features on variant ...
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How does DeepVariant construct RGB images from DNA sequences?

DeepVariant is a pipeline to call genetic variants from DNA sequencing data. A major step, before feeding the CNN, is to translate these DNA sequences into images. It's unclear why and how Google ...
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Download or create VCF from Human Genome Diversity Project (HGDP)

I can't seem to find HGDP data in VCF format. Does anyone know where I can download it from? Perhaps there a Snakemake pipeline for calling VCFs from this data?
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Non-exome variants called from whole-exome sequencing data

I'm working on rather standard whole-exome sequencing data and treat it the same as whole-genome sequencing data (aligning it to the full GRCh38 reference assembly and calling variants with no exome-...
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How can I extract all known mutations of my BAM (or SNP/INDL files)?

I am using a Genome Explorer tool to see all the mutations on my own DNA. My particular interest is on listing the variants and get their names/ids. Here are a few screenshots: You can see that ...
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Best practice to perform a functional analysis on a set of VCFs from a cohort of patients

I am confused about how to perform a functional analysis after a variant calling on a cohort of patients. I have anotated all vcfs and filter them in order to get only those deleterious variants. I ...
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32 views

Filtering VEP annotation file

I am filtering a VEP annotated vcf, trying to maintain just those variants classified as deleterious by SIFTand as damaging (probably or possibly included) by ...
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Pindel has an extremely large output

I am wondering if I am doing something wrong here. I ran Pindel (alongside two other structural variant [SV] callers) on four WGS samples. The two other callers ...
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1answer
40 views

No MQ tags in VCF files

To call minority variants in my Mtb sequences I'm using a pipeline of ...
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1answer
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How can I find the position of every mutation where the Allele Frequency is greater than X, in regards to a reference such as Hg19?

I have a Human genome sequenced in a BAM file (along with other files with the indels, snps, cnvs). I want to find every mutation with regards to the reference Human genome. However the majority of "...
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117 views

What samples can be used for a Mutect2 Panel of Normals

I'm working on calling somatic variants from solid tissue tumors. I have one normal and one tumor sample for each patient. I plan to use Mutect2 to call somatic variants after preprocessing the data ...
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Variant calling for a subset of genes using whole gneome sequencing data

I have few 100 raw fastq files from whole-genome sequencing data and I would like to map these files to a set of genes only (and not whole genome) so as to find SNP's associated with them. Can anyone ...
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Detection of CNV(InDel) of intermediate size

My impression is that small InDel (a couple of bp) is identified through cigar string in BAM and typical CNV (at least thousands of bp) is detected through read depth. What about InDel or CNV with ...
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383 views

Using BaseRecalibrator in GATK4

GATK4's BaseRecalibrator uses a list of known variants to adjust the base quality scores in a BAM file. I would like to visualize the pre and post recalibration ...
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105 views

Interpreting MultiQC plot of GATK BaseRecalibration data?

I'm using GATK4 to build a somatic variant calling pipeline. The pipeline uses MultiQC to aggregate quality control data, and one of the QC measures reported is base quality score recalibration from ...
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55 views

Help with the definitions of fields in a VCF output by Strelka

In Strelka vcf in INFO column we have these ...
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NA12878 equivalent for somatic variant calling [duplicate]

I'm building a somatic variant calling pipeline with snakemake. The pipeline is hosted on Github, and I'd like to use Travis CI for continuous integration testing. ...
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Questions regarding the detection of variants (SNPs and Indels) in mammal

Greetings, I’m a newbie in bioinformatics working currently on my first project regarding detection of variants (SNPs and Indels) in mammal assembly genome. I used the following method to detect ...
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Effect size in power analysis when dealing with Poisson based variant caller

I was trying to estimate the minimum sequencing depth required to confidently detect somatic variant using Poisson distribution based variant caller (such as somatic variant caller or Pisces from ...
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How should I deal with segmental duplications when aligning NGS reads to a reference genome?

This is a follow-up of my other question. I have been having trouble calling variants in the human SMN1 and SMN2 genes, because the human genome has a large segmental duplication there and these two ...
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swap genotypes for specific fields of a vcf file

Is there a tool already established to "swap" the ref/alt information in the GT, AD and PL ...
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SnpEff gene annotation with @ such as PCDHB@

I'm using snpEff to annotate some VCFs and getting some spurious annotations that don't have transcript ids. Some of these annotations have a gene name followed by ampersand such as PCDHB@ and I'm not ...
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Find overlap between VCF files

I have two VCF files and I want to compare the missing rate in each of them, but I want to only look at sites that are present in both files. How could I go about getting a list of positions that are ...
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1answer
78 views

Why does IGV turn a VCF QUAL of “.” into -10?

IGV is turning QUAL "." into -10 from this VCF of structural variations. I'm wondering if this means anything or if I should report a bug to the IGV devs. Here's a row from a VCF: ...
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Remove variants that do not map to human genome

[This question was also asked on Biostars] I received an hg38 VCF file that's had variants imputed with 1000 genomes. I've encountered some issues with the VCF; REF alleles that do not align to a ...
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Database for germline copy number variations in cancer

I am interested in looking at germline copy number variations in individuals that are at high risk of developing cancer. Are there any databases where I can look, if a CNV seen in our test case has ...
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Knowing which positions are variants

Let's say I'm sequencing a donor, and I have 20X coverage. And let's say all the reads covering a particular base has the same allele at the position. Then, is that position considered a "variant" ...
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Parsing .vcf file for this information

I have a .vcf file https://www.dropbox.com/s/8v73nppwg3a1tnd/LP2000109-DNA_A01_vs_LP2000103-DNA_A01.SVannotated.txt?dl=0 with this header ...
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VEP output SIFT_score unclear

We have been experimenting with VEP (Variant Effect Predictor). One of the meta data attributes that we are interested in is the SIFT score, indeed when we apply the dbNSFP plug we get a column ...
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137 views

Old versions of the reference genome and dbSNP

For benchmark purposes I’m trying to find an old version of the human reference genome (pre-GRCh37) and a matching version of dbSNP. Unfortunately it appears as though older versions of dbSNP aren’t ...
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How snippy makes MSA-like aligned fasta output from multiple samples?

From the log file it seems snippy doesn't do assembly. It only does mapping: fastq --> SAM --> BAM --> VCF --> consensus_seq/snps But if multiple ...
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3answers
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Which gene I should select from this qqplot

I have a qqplot of my whole genome sequencing data; A plot is for showing possibly significant driver genes. I tried to read about qqplot though but people only say about the skewedness while I want ...
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How to correctly call a VCF file using damaged DNA? (IonTorrent & FFPE)

EDIT: I am updating this question to make it more specific to my issue. For context - original question prior to edit: How do I obtain a deamination metric when doing the variant calling using the ...
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Output from vcftools missingness

I'm new to data filtering on vcf data and vcftools. I performed variant calling on my dataset, CHR22, homo sapiens. I'd like to remove sites that are missing in more than 5% of individuals. ...
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Identifying Indels from Chromatograms

I have around 100 chromatograms (.ab1 files) from Sanger sequencing a genome at loci believed to have an indel. I'm new to interpreting this kind of data in ...
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How to run same command on multiple files?

Hi im doing Variant calling on fastq files for which i have 4000 fq files and the variant calling are done in different 9 steps. Each step generate different files that are output to next steps. So ...
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calling diploid SNVs from long reads

I'd like to call diploid SNV variants from long-reads data (~80SMRTcells PacBio). I have generated a draft reference genome for an indivudual from a heterozygous (~4%) species (Canu+Haplomerger2). ...
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IonTorrent variant caller failing, lack of ZM: tags in BAM files

I have a lot of IonTorrent sequencing data in BAM format that I want to call variants on, using the IonTorrent variant caller. However, for some of the BAM files (for about 12 samples out of ~150), ...
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857 views

No variant found using GATK 4.0 HaplotypeCaller

I am doing variant calling on RNA-seq datasets from wheat which is hexaploid,the binary alignment (BAM) files were created using STAR version 2.6.0c and variant calling was done using GATK 4.0 ...
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GRCm37-designed exon target enrichment, which reference to use?

I have exomes from 24 individual mice. The exomes are the product of Roche's SeqCap EZ HyperCap target enrichment kit. I see that the mouse exome design comes from mm9/NCBI37, the previous major ...
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Increase number of threads for GATK 4.0 HaplotypeCaller

I am using GATK version 4.0, I tried to use multiple threads for calling variants using HaplotypeCaller using following command ...
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Issues performing variant calling with GATK

I am trying to perform variant calling on a BAM file generated through STAR version STAR_2.6.0b for wheat genome using GATK haplotypecaller as follows: ...
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Why Ti/Tv ratio?

I'm interested in the transition/transversion (Ti/Tv) ratio: In substitution mutations, transitions are defined as the interchange of the purine-based A↔G or pryimidine-based C↔T. Transversions are ...
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601 views

GATK CombineVariants complains the contig order in the VCF files

I have called variants on two strains of C. elegans separately. I now want to merge the VCF files into one using the following code: Create a sequence dictionary of the reference sequence Sort the ...
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238 views

Keep Format and Individual fields when annotating VCF with VEP

I'm currently updating my Variant Calling Pipeline by switching the VCF annotating software from Annovar to VEP for a variety of regions, not least how easy it is to annotate with HGVS notation and ...
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Human SNP databases other than dbSNP

I'm working on a project to identify variants as being either germline or somatic based on nearby SNPs, and I was wondering if there were any databases of SNPs for Homo sapiens other than dbSNP? I'm ...
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960 views

Merge 2 VCFs from different variant callers

I am working with WES data for detection of somatic variants and I have used two variant callers because no variant caller is complete in itself. I have used GATK Haplotypecaller for small variants ...
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Why chose CNN for a variant caller

Google released their variant caller DeepVariant which won the highest SNP performance award in the Precision FDA Truth challenge (99.999% accuracy). From the linked github repo, we see that ...
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Converting a BAM file into VCF

I have NGS illumina RNA-seq reads from M. musculus (mm10). I am trying to find variants along the strand portion of the reads in the refseq (mm10). I mapped a pair of sequence files and generated a ...
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Books on bioinformatics algorithms

I'm looking for a book about bioinformatics algorithms, such as alignment, BLAST search, and variant calling. I'm hoping reading about this subject will give me a deeper understanding of the ...