Fast neutron mutagenesis in soybean creates frameshift mutations
2021-12-01
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Fast neutron mutagenesis in soybean creates frameshift mutations
Published Date
2021-12-01
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Morrell, Peter L
pmorrell@umn.edu
pmorrell@umn.edu
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Abstract
The mutagenic effects of ionizing radiation have been used for decades to create novel variants in experimental populations. Fast neutron (FN) bombardment as a mutagen has been especially widespread in plants, with extensive reports describing the induction of large structural variants, i.e., deletions, insertions, inversions, and translocations. However, the full spectrum of FN-induced mutations is poorly understood. We contrast small insertions and deletions (indels) observed in 27 soybean lines subject to FN irradiation with the standing indels identified in 107 diverse soybean lines. We use the same populations to contrast the nature and context (bases flanking a nucleotide change) of single nucleotide variants. The rate of accumulation of new single nucleotide changes in FN lines is marginally higher than expected based on spontaneous mutation. In both FN treated lines and in standing variation, C→T transitions and the corresponding reverse complement G→A transitions are the most abundant and occur most frequently in a CpG local context. These data indicate that most SNPs identified in FN lines are likely derived from spontaneous de novo processes that occurred in subsequent generations following mutagenesis, rather than from the FN irradiation mutagen. However, small indels in FN lines differ from standing variants. Short insertions, from 1 – 6 base pairs, are less abundant than in standing variation, and short deletions are more abundant and more prone to induce frameshift mutations that should disrupt the structure and function of encoded proteins. These findings indicate that FN irradiation generates numerous small indels in the genome, increasing the abundance of loss of function mutations that will impact single genes.
Description
Supplemental data from "Wyant SR, Rodriguez MF, Carter CK, Parrott WA, Jackson SA, Stupar RM, Morrell PL (in preparation) The context of genetic variants in standing variation and under fast neutron mutagenesis."
Referenced by
https://www.ncbi.nlm.nih.gov/bioproject/PRJNA237333
https://www.ncbi.nlm.nih.gov//bioproject/PRJNA289660
Bolon, Y. T., Stec, A. O., Michno, J. M., Roessler, J., Bhaskar, P. B., Ries, L., ... & Stupar, R. M. (2014). Genome resilience and prevalence of segmental duplications following fast neutron irradiation of soybean. Genetics, 198(3), 967-981.
https://doi.org/10.1534/genetics.114.170340
Valliyodan, B., Qiu, D., Patil, G., Zeng, P., Huang, J., Dai, L., ... & Nguyen, H. T. (2016). Landscape of genomic diversity and trait discovery in soybean. Scientific reports, 6(1), 1-10.
https://doi.org/10.1038/srep23598
https://www.ncbi.nlm.nih.gov//bioproject/PRJNA289660
Bolon, Y. T., Stec, A. O., Michno, J. M., Roessler, J., Bhaskar, P. B., Ries, L., ... & Stupar, R. M. (2014). Genome resilience and prevalence of segmental duplications following fast neutron irradiation of soybean. Genetics, 198(3), 967-981.
https://doi.org/10.1534/genetics.114.170340
Valliyodan, B., Qiu, D., Patil, G., Zeng, P., Huang, J., Dai, L., ... & Nguyen, H. T. (2016). Landscape of genomic diversity and trait discovery in soybean. Scientific reports, 6(1), 1-10.
https://doi.org/10.1038/srep23598
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United States Department of Agriculture (USDA), National Institute for Food and Agriculture (NIFA), Biotechnology Risk Assessment (BRAG), Grant #2015-06504
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Wyant, Skylar R; Rodriguez, Fernanda M; Carter, Corey K; Parrott, Wayne A; Jackson, Scott A; Stupar, Robert M; Morrell, Peter L. (2021). Fast neutron mutagenesis in soybean creates frameshift mutations. Retrieved from the Data Repository for the University of Minnesota (DRUM), https://doi.org/10.13020/0s9b-p605.
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BL107_common_SNP_Context.tar.gz
A tar archive of image (.png) and data (.json) files which describe the counts and flanking nucleotide context of single nucleotide polymorphisms. The output of of [SNP_Context](https://github.com/carte731/SNP_Context) run on variants with an alternate allele count of at least three from BL107_final_filtered.vcf.gz.
(9.2 MB)
BL107_rare_SNP_Context.tar.gz
A tar archive of image (.png) and data (.json) files which describe the counts and flanking nucleotide context of single nucleotide polymorphisms. The output of of [SNP_Context](https://github.com/carte731/SNP_Context) run on variants with an alternate allele count of two or fewer from BL107_final_filtered.vcf.gz.
(9.23 MB)
BL107_VeP_common.txt_summary.html
HTML file summarizing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants with an alternate allele count of three or more in BL107_final_filtered.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(81.68 KB)
BL107_VeP_rare.txt_summary.html
A text file listing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants with an alternate allele count of two or fewer in BL107_final_filtered.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(79.68 KB)
FN27_de_novo_final.vcf.gz
Variant call format (VCF) file for single nucleotide and insertion/deletion variants in a panel of 27 soybean lines from Bolon et al. 2014. Reads were aligned to the Williams82 reference genome Wm82.a2.v1, assembly `Gmax_275_v2.0.fa.gz` [Wm82.a2.v1](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#). Read mapping and SNP filtering are detailed in the project [Github repository](https://github.com/MorrellLAB/Context_Variants_Soy).
(348.54 KB)
FN27_frameshift_only.vcf.gz
Variant call format (VCF) file for insertion/deletion variants in a panel of 27 soybean lines from Bolon et al. 2014 that are predicted to cause frameshifts in one or more transcripts. Reads were aligned to the Williams82 reference genome Wm82.a2.v1, assembly `Gmax_275_v2.0.fa.gz` [Wm82.a2.v1](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#). Read mapping and SNP filtering are detailed in the project [Github repository](https://github.com/MorrellLAB/Context_Variants_Soy).
(18.48 KB)
FN27_SNP_Context.tar
A tar archive of image (.png) and data (.json) files which describe the counts and flanking nucleotide context of single nucleotide polymorphisms. The output of of [SNP_Context](https://github.com/carte731/SNP_Context) run on variants from FN27_de_novo_final.vcf.gz.
(7.83 MB)
FN27_VeP.txt.gz
A text file listing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants from FN27_de_novo_final.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(44.22 KB)
FN27_VeP.txt_summary.html
HTML file summarizing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants from FN27_de_novo_final.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(34.12 KB)
FN30_final_filtered.vcf.gz
Variant call format (VCF) file for single nucleotide and insertion/deletion variants in a panel of 30 soybean lines from Bolon et al. 2014, including three lines later removed due to contamination. Reads were aligned to the Williams82 reference genome Wm82.a2.v1, assembly `Gmax_275_v2.0.fa.gz` [Wm82.a2.v1](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#). Read mapping and SNP filtering are detailed in the project [Github repository](https://github.com/MorrellLAB/Context_Variants_Soy).
(11.06 KB)
M92_220_10x_dels.vcf.gz
Variant call format (VCF) file for deletion variants present in four samples of soybean line M92-220. The LongRanger reference-based read mapping tool was used to map 10X Genomics linked read sequencing of soybean line M92-220.
(6.9 KB)
M92_220_10x_large_sv_calls.bedpe.bz2
BED paired-end file for large structural variant calls present in four samples of soybean line M92-220. The LongRanger reference-based read mapping tool was used to map 10X Genomics linked read sequencing of soybean line M92-220. Higher confidence than M92_220_10x_large_sv_candidates.bedpe.bz2.
(22.38 KB)
M92_220_10x_large_sv_candidates.bedpe.bz2
BED paired-end file for large structural variant calls present in four samples of soybean line M92-220. The LongRanger reference-based read mapping tool was used to map 10X Genomics linked read sequencing of soybean line M92-220. Lower confidence than M92_220_10x_large_sv_calls.bedpe.bz2.
(144.79 KB)
M92_220_10x_large_svs.vcf.gz
Variant call format (VCF) file for large structural variant calls present in four samples of soybean line M92-220. The LongRanger reference-based read mapping tool was used to map 10X Genomics linked read sequencing of soybean line M92-220.
(245.46 KB)
M92_220_10x_merged_dels.bed.bz2
BED file for deletions of any size present in four samples of soybean line M92-220. The file is the combination of deletion calls from reference-based read alignment using the 10X Genomics [Longranger](https://support.10xgenomics.com/genome-exome/software/pipelines/latest/what-is-long-ranger) software.
(90.77 KB)
M92_220_10x_phased_variants.vcf.gz
Variant call format (VCF) file for single nucleotide and insertion/deletion variants present in four samples of soybean line M92-220. The LongRanger reference-based read mapping tool was used to map 10X Genomics linked read sequencing of soybean line M92-220.
(13.6 KB)
M92_220_10x_report.txt
Quality data from the LongRanger reference-based read mapping tool used to map 10X Genomics linked read sequencing of soybean line M92-220.
(3.17 KB)
M92_220_10x_summary_longranger.csv
Quality data from the LongRanger reference-based read mapping tool used to map 10X Genomics linked read sequencing of soybean line M92-220.
(979 B)
M92-220_final_filtered.vcf.gz
Variant call format (VCF) file for single nucleotide and insertion/deletion variants in a panel of four samples of soybean line M92-220. Reads were aligned to the Williams82 reference genome Wm82.a2.v1, assembly `Gmax_275_v2.0.fa.gz` [Wm82.a2.v1](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#). Read mapping and SNP filtering are detailed in the project [Github repository](https://github.com/MorrellLAB/Context_Variants_Soy).
(97.48 MB)
BL107_VeP_common.txt.gz
A text file listing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants with an alternate allele count of three or more in BL107_final_filtered.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(147.38 MB)
BL107_VeP_rare.txt.gz
A text file listing interferred variant effects for each transcript. Variant Effect Predictor [VeP](https://uswest.ensembl.org/info/docs/tools/vep/index.html) output by comparison of variants with an alternate allele count of two or fewer in BL107_final_filtered.vcf.gz to genome annotations in GFF format [`Gmax_275_Wm82.a2.v1.gene_exons.gff3.gz`](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#).
(55.35 MB)
BL107_final_filtered.vcf.gz
Variant call format (VCF) file for single nucleotide and insertion/deletion variants in a panel of 106 soybean lines from Valliyodan et al. 2016 and one soybean line (M92-220) from Bolon et al. 2014. Reads were aligned to the Williams82 reference genome Wm82.a2.v1, assembly `Gmax_275_v2.0.fa.gz` [Wm82.a2.v1](https://genome.jgi.doe.gov/portal/pages/dynamicOrganismDownload.jsf?organism=Gmax#). Read mapping and SNP filtering are detailed in the project [Github repository](https://github.com/MorrellLAB/Context_Variants_Soy).
(4.79 GB)
README.md
Readme
(12.38 KB)
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