Evidence map›Paper›PMID 28347275›Full record

ArticleBMC genomics2017

Exploring structural variation and gene family architecture with De Novo assemblies of 15 Medicago genomes.

Peng Zhou, Kevin A T Silverstein, Thiruvarangan Ramaraj, Joseph Guhlin, Roxanne Denny, Junqi Liu, Andrew D Farmer, Kelly P Steele, Robert M Stupar, Jason R Miller and 3 more

Open access · goldAbstract read
In one paragraph

Article in BMC genomics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed, 1 pooled it
21.8field-weighted citation impact, top 1% of its field
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

51 citing papers in PubMed, 1 synthesis or guideline pooled it, 106 citations in OpenAlex.

  1. Pooled it
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  6. Advances in basic biology of alfalfa (Horticulture research · 2025
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  15. Fundamental research · 2023
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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

13 authors at 4 institutions in 1 country.

Peng ZhouDepartment of Plant Pathology, University of Minnesota, St. Paul, MN, USA.
Kevin A T SilversteinSupercomputing Institute for Advanced Computational Research, University of Minnesota, Minneapolis, MN, USA.
Thiruvarangan RamarajNational Center for Genome Resources, Santa Fe, NM, USA.
Joseph GuhlinDepartment of Plant Biology, University of Minnesota, St. Paul, MN, USA.
Roxanne DennyDepartment of Plant Pathology, University of Minnesota, St. Paul, MN, USA.
Junqi LiuDepartment of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, USA.
Andrew D FarmerNational Center for Genome Resources, Santa Fe, NM, USA.
Kelly P SteeleScience and Mathematics Faculty, Arizona State University, Mesa, AZ, USA.
Robert M StuparDepartment of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, USA.
Jason R MillerJ. Craig Venter Institute, Rockville, MD, USA.
Peter TiffinDepartment of Plant Biology, University of Minnesota, St. Paul, MN, USA.
Joann MudgeNational Center for Genome Resources, Santa Fe, NM, USA.
Nevin D YoungDepartment of Plant Pathology, University of Minnesota, St. Paul, MN, USA. neviny@umn.edu.
University of Minnesota · USNational Center for Genome Resources · USArizona State University · USJ. Craig Venter Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious studies exploring sequence variation in the model legume, Medicago truncatula, relied on mapping short reads to a single reference. However, read-mapping approaches are inadequate to examine large, diverse gene families or to probe variation in repeat-rich or highly divergent genome regions. De novo sequencing and assembly of M. truncatula genomes enables near-comprehensive discovery of structural variants (SVs), analysis of rapidly evolving gene families, and ultimately, construction of a pan-genome.

resultsGenome-wide synteny based on 15 de novo M. truncatula assemblies effectively detected different types of SVs indicating that as much as 22% of the genome is involved in large structural changes, altogether affecting 28% of gene models. A total of 63 million base pairs (Mbp) of novel sequence was discovered, expanding the reference genome space for Medicago by 16%. Pan-genome analysis revealed that 42% (180 Mbp) of genomic sequences is missing in one or more accession, while examination of de novo annotated genes identified 67% (50,700) of all ortholog groups as dispensable - estimates comparable to recent studies in rice, maize and soybean. Rapidly evolving gene families typically associated with biotic interactions and stress response were found to be enriched in the accession-specific gene pool. The nucleotide-binding site leucine-rich repeat (NBS-LRR) family, in particular, harbors the highest level of nucleotide diversity, large effect single nucleotide change, protein diversity, and presence/absence variation. However, the leucine-rich repeat (LRR) and heat shock gene families are disproportionately affected by large effect single nucleotide changes and even higher levels of copy number variation.

conclusionsAnalysis of multiple M. truncatula genomes illustrates the value of de novo assemblies to discover and describe structural variation, something that is often under-estimated when using read-mapping approaches. Comparisons among the de novo assemblies also indicate that different large gene families differ in the architecture of their structural variation.

Indexed as

Genome, PlantComparative Genomic HybridizationDNA Copy Number VariationsHeat-Shock ProteinsHigh-Throughput Nucleotide SequencingLeucine-Rich Repeat ProteinsMedicago truncatulaPlant ProteinsProteinsRNA, PlantSequence AlignmentSequence Analysis, DNAHeat-Shock ProteinsLeucine-Rich Repeat ProteinsPlant ProteinsProteinsRNA, Plant

Identifiers

PMID28347275
PMCPMC5369179
OpenAlexW2602339788

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.