ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2021
Quinoa genome assembly employing genomic variation for guided scaffolding.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12 citing papers in PubMed.
- Genomic prediction in quinoa across contrasting environments using statistical and machine learning models.The plant genome · 2026Article
- A gene-based pangenome reveals genomic divergence and altitudinal differentiation in allotetraploid quinoa.Frontiers in plant science · 2026Article
- Sustaining Edible Grass (Antioxidants (Basel, Switzerland) · 2025Article
- Article
- Effects of substituting alfalfa silage with whole plant quinoa silage on rumen fermentation characteristics and rumen microbial community of sheepFrontiers in veterinary science · 2025Article
- CqHKT1 and CqSOS1 mediate genotype-dependent NaFrontiers in plant science · 2025Article
- Comparative transcriptomes and WGCNA reveal hub genes for spike germination in different quinoa lines.BMC genomics · 2024Article
- Genome assembly of a diversity panel of Chenopodium quinoa.Scientific data · 2024Article
- Genomic basis of seed colour in quinoa inferred from variant patterns using extreme gradient boosting.Plant biotechnology journal · 2024Article
- Chromosome-level genome assemblies for two quinoa inbred lines from northern and southern highlands of Altiplano where quinoa originated.Frontiers in plant science · 2024Article
- A chromosome-scale assembly of the quinoa genome provides insights into the structure and dynamics of its subgenomes.Communications biology · 2023Article
- Genetic resources and breeding approaches for improvement of amaranth (Frontiers in nutrition · 2023Review
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5 authors.
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Abstract
key messageWe propose to use the natural variation between individuals of a population for genome assembly scaffolding. In today's genome projects, multiple accessions get sequenced, leading to variant catalogs. Using such information to improve genome assemblies is attractive both cost-wise as well as scientifically, because the value of an assembly increases with its contiguity. We conclude that haplotype information is a valuable resource to group and order contigs toward the generation of pseudomolecules. Quinoa (Chenopodium quinoa) has been under cultivation in Latin America for more than 7500 years. Recently, quinoa has gained increasing attention due to its stress resistance and its nutritional value. We generated a novel quinoa genome assembly for the Bolivian accession CHEN125 using PacBio long-read sequencing data (assembly size 1.32 Gbp, initial N50 size 608 kbp). Next, we re-sequenced 50 quinoa accessions from Peru and Bolivia. This set of accessions differed at 4.4 million single-nucleotide variant (SNV) positions compared to CHEN125 (1.4 million SNV positions on average per accession). We show how to exploit variation in accessions that are distantly related to establish a genome-wide ordered set of contigs for guided scaffolding of a reference assembly. The method is based on detecting shared haplotypes and their expected continuity throughout the genome (i.e., the effect of linkage disequilibrium), as an extension of what is expected in mapping populations where only a few haplotypes are present. We test the approach using Arabidopsis thaliana data from different populations. After applying the method on our CHEN125 quinoa assembly we validated the results with mate-pairs, genetic markers, and another quinoa assembly originating from a Chilean cultivar. We show consistency between these information sources and the haplotype-based relations as determined by us and obtain an improved assembly with an N50 size of 1079 kbp and ordered contig groups of up to 39.7 Mbp. We conclude that haplotype information in distantly related individuals of the same species is a valuable resource to group and order contigs according to their adjacency in the genome toward the generation of pseudomolecules.
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