ArticleBMC genomics2017
Exploring structural variation and gene family architecture with De Novo assemblies of 15 Medicago genomes.
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.
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Who cites it
51 citing papers in PubMed, 1 synthesis or guideline pooled it, 106 citations in OpenAlex.
- The Effect of Methodological Considerations on the Construction of Gene-Based Plant Pan-genomes.Genome biology and evolution · 2023Pooled it
- Genomic resources for Australian alfalfa (Medicago sativa L.) genomics: reformatted reference genome, annotated variants, gene presence-absence and diversity analysis from genome re-sequencing.BMC plant biology · 2025Article
- Comparative genomic analysis of QTL for resistance to Aphanomyces euteiches between pea, lentil, faba bean, and the model species Medicago truncatula.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Developing pangenomes for large and complex plant genomes and their representation formats.Journal of advanced research · 2025Review
- Genome-Wide Analyses of Copy Number Variants in 751 Populus trichocarpa Individuals From Natural Populations.Genome biology and evolution · 2025Article
- Advances in basic biology of alfalfa (Horticulture research · 2025Article
- Genome-Wide Dissection of MATE Gene Family in Cultivated Peanuts and Unveiling Their Expression Profiles Under Aluminum Stress.International journal of molecular sciences · 2025Article
- Chloroplast Genome Diversity and Molecular Evolution in Hypericaceae: New Insights from ThreeInternational journal of molecular sciences · 2025Article
- A stepwise guide for pangenome development in crop plants: an alfalfa (Medicago sativa) case study.BMC genomics · 2024Review
- Complete genome of the Medicago anthracnose fungus,Microbial genomics · 2024Article
- Plant pangenomes for crop improvement, biodiversity and evolution.Nature reviews. Genetics · 2024Review
- Genome assembly of Medicago truncatula accession SA27063 provides insight into spring black stem and leaf spot disease resistance.BMC genomics · 2024Article
- A comprehensive evaluation of the potential of three next-generation short-read-based plant pan-genome construction strategies for the identification of novel non-reference sequence.Frontiers in plant science · 2024Article
- The Progression in Developing Genomic Resources for Crop Improvement.Life (Basel, Switzerland) · 2023Review
- Review
- syntenet: an R/Bioconductor package for the inference and analysis of synteny networks.Bioinformatics (Oxford, England) · 2023Article
- Plastid phylogenomics uncovers multiple species in Medicago truncatula (Fabaceae) germplasm accessions.Scientific reports · 2022Article
- Legume Pangenome: Status and Scope for Crop Improvement.Plants (Basel, Switzerland) · 2022Review
- Pangenomics in crop improvement-from coding structural variations to finding regulatory variants with pangenome graphs.The plant genome · 2022Review
- Pangenomes as a Resource to Accelerate Breeding of Under-Utilised Crop Species.International journal of molecular sciences · 2022Review
Corrections and comments
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Authors and funding
13 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.