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DNA Ghost:
This note based blog covers bioinformatics and cancer genomics
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A good tool to evaluate RNA-Seq library complexity by estimating PCR duplicates / biological duplica
For RNA-Seq, it has been challenging to distinguish PCR duplicates from biological duplicates. Ghost found a tool that tackles this and...

Be careful of the poly-G sequence from NextSeq run
We may occasionally find unexpected amount of poly-G reads in raw data generated from NextSeq. See FASTQC figure below as a typical...
DNA fragment size, insert size and pre-merging
During the standard library preparation, we usually use physical or enzymatic methods to fragment DNA. How different fragment size...


CNV detection in capture based sequencing
Copy number variations (CNVs) have been well studied regarding their association with tumorigenesis. Meanwhile, numerous targeted...

A few elusive information in BAM / SAM format
bam file may store more alignment information than you think. As probably the most important format in NGS analysis, almost all sorts of...


Identify vector integration site in a efficient way
Assuming we suspect that a retrovirus or artificial vector integrated into human genome, how can we find out the exact chromosome...

Some implications behind SNP statistics
Note that the statistics we are going to talk about only applies to germline mutation, not somatic mutation. Once we called a list of...

Could PCR duplicates actually come from different cells?
Earlier I started a discussion regarding Duplicates issue in NGS. I later had some further thoughts about this topic and would like to...

Normalization methods in RNA-Seq analysis
In previous POST, we discussed several possible bias sources and how to correct them. Here Ghost wanna talk about two other bias that...


Variant frequency, effect size and GWAS limitation
Figure below very well explains two important attributes of a variant: population frequency (to avoid confusion, we use "population...
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