---
author: Sam White
toc-title: Contents
toc-depth: 5
toc-location: left
date: 2015-05-22 18:07:12+00:00
layout: post
slug: bioinformatics-trimmomaticfastqc-on-c-gigas-larvae-oa-ngs-data-2
title: Bioinformatics – Trimmomatic/FASTQC on C.gigas Larvae OA NGS Data
categories:
  - 2015
  - Crassostrea gigas larvae OA (2011) bisulfite sequencing
tags:
  - bioinformatics
  - BS-seq
  - Crassostrea gigas
  - FASTQC
  - Illumina
  - ipython notebook
  - jupyter notebook
  - NGS sequencing
  - Pacific oyster
  - Trimmomatic
---

[Previously trimmed the first 39 bases of sequence from reads from the BS-Seq data](https://robertslab.github.io/sams-notebook/posts/2015/2015-05-07-bioinformatics-trimmomaticfastqc-on-c-gigas-larvae-oa-ngs-data/) in an attempt to improve our ability to map the reads back to the _C.gigas_ genome. However, Mac (and Steven) noticed that the last ~10 bases of all the reads showed a steady increase in the %G, suggesting some sort of bias (maybe adaptor??):

![](https://eagle.fish.washington.edu/Arabidopsis/20150506_trimmed_2212_lane2_CTTGTA_L002_R1_001_fastqc/Images/per_base_sequence_content.png)(http://eagle.fish.washington.edu/Arabidopsis/20150506_trimmed_2212_lane2_CTTGTA_L002_R1_001_fastqc/Images/per_base_sequence_content.png)

Although I didn't mention this previously, the figure above also shows an odd "waves" pattern that repeats in all bases except for G. Not sure what to think of that...

Quick summary of actions taken (specifics are available in Jupyter notebook below):




    
  * Trim first 39 bases from all reads in all raw sequencing files.

    
  * Trim last 10 bases from all reads in raw sequencing files

    
  * Concatenate the two sets of reads (400ppm and 1000ppm treatments) into single FASTQ files for Steven to work with.



Raw sequencing files:


    
  * [2212_lane2_CTTGTA_L002_R1_001.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_CTTGTA_L002_R1_001.fastq.gz)

    
  * [2212_lane2_CTTGTA_L002_R1_002.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_CTTGTA_L002_R1_002.fastq.gz)

    
  * [2212_lane2_CTTGTA_L002_R1_003.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_CTTGTA_L002_R1_003.fastq.gz)

    
  * [2212_lane2_CTTGTA_L002_R1_004.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_CTTGTA_L002_R1_004.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_001.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_001.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_002.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_002.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_003.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_003.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_004.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_004.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_005.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_005.fastq.gz)

    
  * [2212_lane2_GCCAAT_L002_R1_006.fastq.gz](https://owl.fish.washington.edu/nightingales/C_gigas/2212_lane2_GCCAAT_L002_R1_006.fastq.gz)



Notebook Viewer: [20150521_Cgigas_larvae_OA_Trimmomatic_FASTQC](https://nbviewer.ipython.org/url/eagle.fish.washington.edu/Arabidopsis/iPythonNotebooks/20150521_Cgigas_larvae_OA_Trimmomatic_FASTQC.ipynb)

Jupyter (IPython) notebook: [20150521_Cgigas_larvae_OA_Trimmomatic_FASTQC.ipynb](https://eagle.fish.washington.edu/Arabidopsis/iPythonNotebooks/20150521_Cgigas_larvae_OA_Trimmomatic_FASTQC.ipynb)



<iframe src="https://nbviewer.ipython.org/url/eagle.fish.washington.edu/Arabidopsis/iPythonNotebooks/20150521_Cgigas_larvae_OA_Trimmomatic_FASTQC.ipynb" width="100%" height="2000" scrolling="yes"></iframe>





### Output files



Trimmed, concatenated FASTQ files
[20150521_trimmed_2212_lane2_400ppm_GCCAAT.fastq.gz](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_400ppm_GCCAAT.fastq.gz)
[20150521_trimmed_2212_lane2_1000ppm_CTTGTA.fastq.gz](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_1000ppm_CTTGTA.fastq.gz)



FASTQC files
[20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc.html](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc.html)
[20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc.zip](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc.zip)

[20150521_trimmed_2212_lane2_1000ppm_CTTGTA_fastqc.html](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_1000ppm_CTTGTA_fastqc.html)
[20150521_trimmed_2212_lane2_1000ppm_CTTGTA_fastqc.zip](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_1000ppm_CTTGTA_fastqc.zip)



Example of FASTQC analysis pre-trim:

![](https://eagle.fish.washington.edu/Arabidopsis/20150414_trimmed_2212_lane2_CTTGTA_L002_R1_001_fastqc/Images/per_base_sequence_content.png)(http://eagle.fish.washington.edu/Arabidopsis/20150414_trimmed_2212_lane2_CTTGTA_L002_R1_001_fastqc/Images/per_base_sequence_content.png)





Example FASTQC post-trim (from 400ppm data):

![](https://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc/Images/per_base_sequence_content.png)(http://eagle.fish.washington.edu/Arabidopsis/20150521_trimmed_2212_lane2_400ppm_GCCAAT_fastqc/Images/per_base_sequence_content.png)



Trimming has removed the intended bad stuff (inconsistent sequence in the first 39 bases and rise in %G in the last 10 bases). Sequences are ready for further analysis for Steven.

However, we still see the "waves" pattern with the T, A and C. Additionally, we still don't know what caused the weird inconsistencies, nor what sequence is contained therein that might be leading to that. Will contact the sequencing facility to see if they have any insight.