The FASTA format is extremely simple with just two lines per sequence - the first is for the description, the other for the raw sequence. The simplicity is nice when running a quick pairwise alignment, but limiting when we need more information per sequence.
With next-generation sequencing instruments pumping out millions of reads per run, scientists needed a way to check the quality of each base call. To document both the sequence and the probability of each of being correct, scientists came up with the FASTQ format. The "Q" comes from quality, as in the quality of the read.
The file extension for FASTQ is .fq and .fastq.
The FASTQ format was developed by the Wellcome Trust Sanger Institute, and became the de facto standard for high-throughput sequencing instrument outputs.
In addition to storing biological sequence information, it also adds a line for the quality scores. Each score is encoded with a single ASCII character
Let's take a look at an example FASTQ format, then look at each line.
@SEQ_ID TTCAACTCGTTAGTAAATATCAAACGATCAGTACCATTTTGGGGTTCAAAGTGACAGTTT + !'>>>>CCC'*((((***(***-+*'')+))%%%++))**55CCF>>%%%%).1CCCC65
The first line begins with an '@' character and contains the sequence identifier with an optional description. This is just like FASTA's first line.
Here is an example sequence identifier from Illumina
The second line contains raw sequence reads, also similar to FASTA files.
The fourth line encodes the quality scores per each base call. This line must have the same length as the sequence in line 2.
Scores range from ! being the lowest quality and ~ being the highest. These values come from the ASCII table values 33-126.
The values are shifted down to 0 to 93, but we rarely have a Phred score of over 60.
To map the quality to the probability that a base call is correct, we use a bit of math.
The p is the probability that the corresponding base call is incorrect, and Q is the Phred quality score which can range from 0 to 93.
For a more complete guide on FASTQ, visit the FASTQ format Wikipedia page.
Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Based on author Mark Lutz's popular training course, this updated fifth edition will help you quickly write efficient, high-quality code with Python. It's an ideal way to begin, whether you're new to programming or a professional developer versed in other languages.$ Check price
This book approaches system administration in a practical way and is an invaluable reference for both new administrators and experienced professionals. It details best practices for every facet of system administration, including storage management, network design and administration, email, web hosting, scripting, and much more.$ Check price