Evidence map›Paper›PMID 34365519›Full record

ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2021

Quinoa genome assembly employing genomic variation for guided scaffolding.

Alexandrina Bodrug-Schepers, Nancy Stralis-Pavese, Hermann Buerstmayr, Juliane C Dohm, Heinz Himmelbauer

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Article
  2. Article
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  5. Article
  6. CqHKT1 and CqSOS1 mediate genotype-dependent NaFrontiers in plant science · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Alexandrina Bodrug-SchepersInstitute of Computational Biology, Department of Biotechnology, Universität für Bodenkultur, Vienna, Austria.
Nancy Stralis-PaveseInstitute of Computational Biology, Department of Biotechnology, Universität für Bodenkultur, Vienna, Austria.
Hermann BuerstmayrInstitute of Biotechnology in Plant Production, Department of Agrobiotechnology and Department of Crop Sciences, Universität für Bodenkultur, Tulln, Austria.
Juliane C DohmInstitute of Computational Biology, Department of Biotechnology, Universität für Bodenkultur, Vienna, Austria. dohm@boku.ac.at.ORCID http://orcid.org/0000-0001-5970-4457
Heinz HimmelbauerInstitute of Computational Biology, Department of Biotechnology, Universität für Bodenkultur, Vienna, Austria. heinz.himmelbauer@boku.ac.at.ORCID http://orcid.org/0000-0001-8897-2928

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Genetic VariationGenome, PlantArabidopsisBoliviaChenopodium quinoaChileContig MappingGenetic MarkersGenetics, PopulationHaplotypesPeruGenetic Markers

Identifiers

PMID34365519
PMCPMC8519820

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.