Published 2024
| Version 3.0
Dataset
Open
Dataset for "High allelic diversity in Arabidopsis NLRs is associated with distinct genomic features"
Authors/Creators
- 1. Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, USA 94720
- 2. Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA 94720
- 3. Department of Plant Sciences, University of California Davis, Davis, CA, USA 95616
Description
This repository contains intermediate data for the publication, "High allelic diversity in Arabidopsis NLRs is associated with distinct genomic features". Detailed descriptions of the methods, analyses, and generation of these files are available there.
This repository contains the following files:
- all_gene_multi_tissue_methylation.csv: Arabidopsis Col-0 %CG methylation across cauline leaf, embryo, flower bud, and rosette leaf tissue as described in Williams et. al 2022.
- all_gene_multi_tissue_expression.csv: Arabidopsis Col-0 expression across 52 samples as described in Mergner et. al 2020
- all_gene_table.csv: Gene name, HV status (hv, non-hv, or all_genes), log2(TPM+1) and %CG methylation from rosette leaf tissue, distance to nearest TE, Pi, and Tajima's D for all genes in Arabidopsis Col-0
- NLR_gene_table.csv: the same information in all_gene_table.csv, subset to NLRs. Additional information only relevant to NLRs includes cluster_type (singleton, major, or minor), cluster (name of cluster, if exists), Nterm domain, Clade from phylogenetic analysis in Prigozhin and Krasileva 2021, PiN, PiS, PiN/PiS, and distance to nearest NLR. Mutation.Probability.Score from Monroe et. al 2020.
- Atha_NLR_common_names.csv: common names matched to gene IDs used in this analysis
- Athaliana_NLR_Entropy.tsv: Shannon entropy calculated per gene in reference to Col-0 NLRs.
- popgen_per_domain.csv: NLR specific, domain level statistics. Alignment coordinates of domain annotations are found in nlr_aa_annotation.csv
- egglib_window_stats.csv: contains the results of the sliding window analysis for NLRs. Statistics were calculated on 300bp windows with a step size of 75bp. The nuc_midpoint is the midpoint of that window.
- nlr_aa_annotation.csv: Codon alignment coordiates of major domains across NLRs using majority vote across accessions. NB-ARC, TIR, and CC annotations were collected from previous work (Van de Weyer et. al, 2019), and LRR annotations were determined using LRRpredictor (Martin et. al, 2020).
- nlrome_IDs.txt: list of NLRome IDs (Van de Weyer et. al, 2019) used to make VCF files for the whole genome popgen analysis
- popgen_per_domain.csv: Per domain population genetics statistics calculated from alignments of NLRs using egglib
- positive_selection.csv: Sites under pervasive diversifying selection were identified using FEL (Kosakovsky Pond & Frost, 2005) and sites under episodic diversifying selection were identified using MEME (Murrell et al, 2012) using the internal branches of the phylogeny (Pond et al, 2006; Avanzato et. al, 2019). Value is the percentage of codons under positive selection determined by 95% confidence.
Files
all_gene_multi_tissue_methylation.csv
Files
(569.1 MB)
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Additional details
Related works
- Is published in
- Publication: 10.1038/s44319-024-00122-9 (DOI)
Funding
- National Institute of Health
- Director's Award 1DP2AT011967-01
- Gordon and Betty Moore Foundation
- Inventor Fellowship 8802
- Innovative Genomics Institute
Software
- Repository URL
- https://github.com/chandlersutherland/nlr_features
- Programming language
- Python , R , Shell
- Development Status
- Active