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NGS Data 101 - FASTQ Files, Library Preparation, and Lane Multiplexing

Bioinformagician via YouTube

Overview

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Learn the fundamentals of Next-Generation Sequencing data management in this beginner-friendly tutorial that demystifies why NGS samples generate multiple FASTQ files and how to handle them effectively. Explore the essential concepts of library preparation, barcoding, and multiplexing to understand how samples are processed and organized during sequencing. Discover the structure and function of flowcells, including why multiple samples are run together and why the same sample might be distributed across multiple lanes. Examine real-world examples using the Genome in a Bottle (GIAB) dataset to see how library preparation and sequencing decisions affect data organization and file structure. Master the practical aspects of managing multiple FASTQ files in bioinformatics workflows, including understanding folder structures and data organization strategies. Gain insights into coverage distribution between single-lane and multi-lane approaches, and develop the skills needed to navigate complex NGS datasets with confidence.

Syllabus

0:00 Intro
00:34 Why so many FASTQ files for 1 sample?
01:34 Segment 1: Library Preparation, Barcodes and Multiplexing
02:54 Why would same sample have different library prep?
04:17 Segment 2: Flowcell
04:49 Why run multiple samples on the same flowcell?
05:51 Why run the same sample across multiple lanes in a flowcell?
06:42 Single-Lane vs Multi-Lane Coverage
08:10 Looking at data from a real-life example
09:27 Understanding library preparation and sequencing for Genome in a Bottle GIAB dataset
13:43 Understanding folder structure and data organization
17:35 Illustrating the library preparation workflow
19:24 Segment 3: How to handle these multiple FASTQs?

Taught by

bioinformagician

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