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Scripts used for QTL mapping, differential gene expression, WGCNA coexpression, etc analyses in Payne et al 2021.

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cypayne/thermotolerance

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Genomic insights into swordtail (Xiphophorus) thermotolerance

This repository contains all code and data files used to perform QTL mapping and gene expression and co-expression analyses to study the underlying genomic architecture of thermotolerance in swordtails, most recently published in Payne et al 2022.

Contents

  • QTL mapping scripts

    • Pipeline for mapping critical thermal maximum (CTmax) QTL for artificial X. malinche x X. birchmanni hybrids.
  • Expression analysis scripts

    • Scripts used to perform differential gene expression analysis with tissue-level RNAseq data obtained from an ambient vs thermal stress experiment with X. malinche, X. birchmanni, and F1 hybrids.
  • ThermTol WGCNA analysis scripts

    • Scripts used to create and explore gene co-expression networks for brain and liver RNAseq thermal stress experiment data.
  • input files

    • All data files required to run all scripts contained in this repository and reproduce analyses in Payne et al 2022.

Contact

Questions and suggested improvements are greatly appreciated - please reach out to the repository owner at cypayne at stanford dot edu.

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Scripts used for QTL mapping, differential gene expression, WGCNA coexpression, etc analyses in Payne et al 2021.

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