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Updated: Apr 14, 2026

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Fastq2vcf: a concise and transparent pipeline for whole-exome sequencing data analyses
Xiaoyi Gao1, Jianpeng Xu2, Joshua Starmer3,4,5
1Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, IL, 60612, USA. rgao@uic.edu.
We developed fastq2vcf, a user-friendly pipeline for whole-exome sequencing (WES) data analysis. This tool automates variant calling, enhancing reproducibility and accessibility for researchers, regardless of their analytical expertise.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- Whole-exome sequencing (WES) is a widely adopted next-generation sequencing technique.
- Centralized databases enable data reanalysis, underscoring the need for accessible and reproducible analysis tools.
- Varied expertise levels in laboratories necessitate software to simplify complex genomic data analysis.
Purpose of the Study:
- To develop an automated software pipeline for whole-exome sequencing (WES) data analysis.
- To enhance the reproducibility and efficiency of genomic variant calling.
- To lower the technical expertise required for WES data interpretation.
Main Methods:
- Developed fastq2vcf, a versatile pipeline integrating multiple genomic variant callers.
- Automated the genomic variant calling process from raw sequencing data (FASTQ) to variant call files (VCF).
- Enabled customization and extension of the analysis workflow for diverse research needs.
Main Results:
- fastq2vcf automates genomic variant calling using multiple callers, improving flexibility and efficiency.
- The pipeline outputs annotated variant call sets and a consensus set derived from multiple callers.
- The software facilitates easy job submission and tracking in various computing environments.
Conclusions:
- fastq2vcf simplifies WES data analysis, making it reproducible across different laboratories.
- The tool provides users with full control over the analysis procedure.
- This pipeline lowers the barrier to entry for complex genomic data analysis.
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