We have already discussed amino acid substitutions, but what about the other two types mutations, insertions and deletions? Together, these insertions and deletions are known as gaps, and its scoring system varies.

Handling gap penalties vary depending on what you're looking for. If you are searching for similar domains, you shouldn't penalize much for any gaps that occur at the ends of your sequences (local alignment). However, if you need a more exact match (global alignment), then you would probably want any sequences that have long end gaps.

Gap penalties may be broken down into two parts:

- An opening of a gap.
- The extension of a gap.

An opening gap penalty is applied at the appearance of any gaps. For gaps that are longer than one residue, we can apply an extension gap penalty, in which penalization occurs for the addition of each residue length.

With this, there are several methodologies we may apply to a gap.

This is when there are no opening gap penalties, and a fixed negative score is given to every gap.

```
AB--C----DEF
AB--C----DEF
ABGHCFGHIDEF
```

Here, we'd have a score of `-2n`, where `n` is the score we take for each gap.

This depends on the gap length, so a penalty score is assigned for every gap residue.

```
AB--C----DEF
AB--C----DEF
ABGHCFGHIDEF
```

Here, we'd have a score of `-6l`, where `l` is the score we take for residue gap.

The affine type takes into account the gap opening penalty, as well as each length. This means that on top of a linear penalty type, there is another penalty score added that stands for gap opening.

```
AB--C----DEF
AB--C----DEF
ABGHCFGHIDEF
```

Here, we would have two opening gap penalties of `-2n` and residue gaps of `-6l` where `n` is the penalty per opening gap and `l` is the penalty per residue in each gap.

BLAST uses the affine type by default. The opening gap penalty is -11, while each additional residue gap is -1. You may change these settings in the "Algorithm parameters" section, just below the BLAST button.

One thing to notice here - what is the default scoring matrix set on? It's not any PAM matrix, but it's rather BLOSUM62. Let's see how BLOSUMs are constructed, and the difference between them and PAMs in the next lesson.

Command Line Kung Fu is packed with dozens of tips and practical real-world examples. You won't find theoretical examples in this book. The examples demonstrate how to solve actual problems. The tactics are easy to find, too. Each chapter covers a specific topic and groups related tips and examples together.

$ Check price(27+ reviews)

If you're looking for a fun and easy entry point into bioinformatics algorithms, this book it just for you! Filled with graphics, and written in a light-hearted and humorous story-telling persona, Bioinformatics Algorithms guides you through the intricacies of the problems faced in biology, and the clever solutions used to solve them.

$ Check price(4+ reviews)

Ad