The multi-speed genome of Fusarium oxysporum reveals association of histone modifications with sequence divergence and footprints of past horizontal chromosome transfer events
Like FokkensiD, Shermineh Shahi, Lanelle Connolly, Remco StamiD, Sarah Maria Schmidt, Kristina SmithiD, Michael FreitagiD, Martijn RepiD
Abstract
Fusarium oxysporum is an economically important pathogen causing wilting or rotting disease symptoms in a large number of crops. It is proposed to have a structured, \"two-speed\" genome: i.e. regions containing genes involved in pathogenicity cluster with transposons on separate accessory chromosomes. This is hypothesized to enhance evolvability. Given the continuum of adaptation of all the genes encoded in a genome, however, one would expect a more complex genome structure. By comparing the genome of reference strain Fol4287 to those of 58 other Fusarium oxysporum strains, we found that some Fol4287 accessory chromosomes are lineage-specific, while others occur in multiple lineages with very high sequence similarity - but only in strains that infect the same host as Fol4287. This indicates that horizontal chromosome transfer has been instrumental in past host-switches. Unexpectedly, we found that the sequence of the three smallest core chromosomes (Chr. 11, 12 and 13) is more divergent than that of the other core chromosomes. Moreover, these chromosomes are enriched in genes involved in metabolism and transport and genes that are differentially regulated during infection. Interestingly, these chromosomes are -like the accessory chromosomes- marked by histone H3 lysine 27 trimethylation (H3K27me3) and depleted in histone H3 lysine 4 dimethylation (H3K4me2). Detailed genomic analyses revealed a complex, \"multi-speed genome\" structure in Fusarium oxysporum. We found a strong association of H3K27me3 with elevated levels of sequence divergence that is independent of the presence of repetitive elements. This provides new leads into how clustering of genes evolving at similar rates could increase evolvability.\n\nAuthor summaryFungi that cause disease on plants are an increasingly important threat to food security. New fungal diseases emerge regularly. The agricultural industry makes large investments to breed crops that are resistant to fungal infections, yet rapid adaptation enables fungal pathogens to overcome this resistance within a few years or decades. It has been proposed that genome compartmentalization of plant pathogenic fungi, in which infection-related genes are clustered with transposable elements (or jumping genes) into separate, fast-evolving regions, enhances their adaptivity. Here, we aimed to shed light on the possible interplay between genome organization and adaptation. We measured differences in sequence divergence and dispensability between and within individual chromosomes of the important plant pathogen Fusarium oxysporum. Based on these differences we defined four distinct chromosomal categories. We then mapped histone modifications and gene expression levels under different conditions for these four categories. We found a division of labor between chromosomes, where some are pathogenicity chromosomes - specialized towards infection of a specific host, while others are enriched in genes involved in more generic infection-related processes. Moreover, we confirmed that horizontal transfer of pathogenicity chromosomes likely plays an important role in gain of pathogenicity. Finally, we found that a specific histone modification is associated with increased sequence divergence.
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In-depth summary
Claude Opus 5.5 · xhigh effort · 8 Nov 2026 · from the full text of version 1 (7 Nov 2018) · CC BY 4.0
Fusarium oxysporum chromosomes fall into four classes by divergence and dispensability; H3K27me3-marked regions diverge faster, and tomato pathogenicity regions show footprints of horizontal transfer.
The paper says fast-evolving, transposon-rich regions are proposed to speed up pathogen adaptation, but no mechanism linking transposon proximity to elevated sequence evolution is firmly established beyond RIP in Leptosphaeria. It maps divergence, dispensability, histone marks and expression across the Fol4287 genome to look for such a link.
Key results
ShownComparing 58 genomes to Fol4287 splits its genome into four classes: core, fast-core (chromosomes 11, 12, 13), lineage-specific accessory, and pathogenicity regions (chromosome 14 plus parts of 3 and 6).
Chromosome 14 and the chromosome 3/6 regions are present in distantly related tomato-infecting strains at ~100% identity vs ~98% for core chromosomes. Other accessory regions mostly align over less than 5 kb at under 92% identity outside the Fol4287 lineage. Chromosome 12 is absent from the cucumber-infecting Foc037. · The accessory genome of Fol4287 consists of…; The core genome can be divided into regions with…
ShownReads from two sequenced recipient strains map to the same Fol4287 regions that carry horizontal-transfer hallmarks, so chromosome 3/6 regions correspond to a second small pathogenicity chromosome in the donor Fol007.
Of two Fo47 recipients sequenced, one received chromosome 14 and one (more virulent) also received the small chromosome. Read density in 10 kb windows after removing reads mapping to Fo47 matched chromosome 14 and the 3/6 regions. · The accessory genome of Fol4287 consists of…; Read densities of DNA sequencing reads
ShownOnly chromosome 14 among accessory regions is enriched for genes upregulated in planta, and over a quarter of its upregulated genes encode small secreted proteins (13 are SIX genes). Fast-core chromosomes are also enriched for differentially expressed genes, mainly in metabolism, transport and defence.
Chromosome 14: P < 9.19e-10 (Bonferroni); 61 upregulated genes, 16 small secreted proteins, 13 SIX genes. Fast-core: >10% of genes differentially expressed vs 4% on core chromosomes (P < 1.17e-31); 93 of 277 upregulated fast-core genes have a signal peptide. · Of the accessory genome, only chromosome 14 is…; Fast-core regions are enriched for genes…
ShownFast-core chromosomes carry the accessory-type chromatin signature: H3K27me3 enrichment and H3K4me2 depletion. Genes in H3K27me3 domains have lower expression, yet most infection-upregulated genes sit in such domains.
H3K27me3 domains cover ~93% of fast-core, >72% of accessory and <27% of core genome; H3K4me2 domains cover >49% of core vs 2.5%-13% of non-core. Over 66% of upregulated genes lie in H3K27me3 domains (P < 1.6e-41, hypergeometric). · Like accessory chromosomes, fast-core…; ChIP-seq experiments and data analyses
SuggestedHigher divergence on fast-core chromosomes is not explained by positive selection, and relaxed selection alone does not explain it. H3K27me3-enriched regions, including on core chromosomes, show higher dS, dN and SNP density (a faster synonymous 'clock'), especially on longer timescales.
Positively selected genes: <2.7% of core, <2.8% of fast-core, >9.8% of accessory. dS higher on fast-core vs other core (P < 2.8e-39). In the 10 VCG030 strains, SNP density was higher in H3K27me3 regions on core chromosomes (P < 1.5e-7) but not significantly so on fast-core chromosomes. On the longer Clade III timescale, H3K27me3 regions had higher divergence on both core and fast-core chromosomes (P ~ 0). · Fast-core chromosomes are not enriched for genes…; Rate of sequence divergence is elevated in…
Methods, data and reproducibility
Whole-genome alignment of 58 Fusarium oxysporum species complex genomes to the Fol4287 reference was combined with ChIP-seq for H3K4me2 and H3K27me3, in vitro vs in planta RNA-seq, SNP calling and dN/dS estimation. Associations were tested with hypergeometric and Welch's t-tests and Spearman correlation clustering of 10 kb windows.
- 58 Fusarium oxysporum species complex genomes aligned to Fol4287 (strain list in Table S1) · Fusarium oxysporum · n = 58 genomes
- Illumina reads of two horizontal chromosome transfer recipient strains (Fo47-1A, Fo47-2A; donor Fol007) · Fusarium oxysporum · n = 2 strains · PRJEB29294 (ENA)
- ChIP-seq of H3K4me2 and H3K27me3 in Fol4287 grown in vitro · Fusarium oxysporum f. sp. lycopersici · n = 2 biological replicates per mark · GSE121283 (GEO)
- Published RNA-seq of Fol4287 in vitro vs in planta (tomato, 9 days post inoculation) · Fusarium oxysporum f. sp. lycopersici · n = 3 biological replicates
- Methods & tools
- nucmer (MUMmer 3.23), Bowtie 2 2.2.6, samtools 1.3.1, bedtools 2.24.0, Picard 1.134, RepeatMasker, RSEG, GATK HaplotypeCaller, codeml, PAL2NAL, FungiFun, SignalP 4.1
- Code
- https://github.com/LikeFokkens/FOSC_multi-speed-genomehttps://github.com/LikeFokkens/whole_genome_alignmentshttps://github.com/LikeFokkens/genome-wide_plots
- Software & environment
- Tool versions are given for MUMmer, Bowtie 2, samtools, bedtools, Picard and HmmerWeb; no container or requirements file is mentioned.
- Reproducibility gaps
- Data are cited only by accession (GEO GSE121283, ENA PRJEB29294) without URLs. The RNA-seq dataset is described elsewhere.
Limitations (4)
- Transposons hinder short-read assembly, so it is unresolved whether the chromosome 14 and chromosome 3/6 segments in other tomato-infecting strains lie on one chromosome, several, or attached to others. · stated by the authors
- Accessory chromosomes are absent from many strains, so their SNP density cannot be directly compared with core and fast-core chromosomes; correlations on accessory chromosomes were weak and may reflect SNP-calling artefacts. · stated by the authors
- The H3K27me3 and mutation-rate link is correlational; the authors say H3K27me3 is correlated with, or may actively enhance, mutation rates, and no experiment tests causation. · stated by the authors
- Histone maps come from a single strain (Fol4287) grown in vitro, with two ChIP-seq replicates per mark of unequal depth and only moderate between-replicate correlation, so chromatin states in planta or in other strains are not assessed. · noted in this summary
Who should read:Read this if you study fungal pathogen genome compartmentalization, or want evidence on how histone marks, dispensability and horizontal chromosome transfer relate to sequence divergence.
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