Martijn van Kaauwen’s research while affiliated with Wageningen University & Research and other places

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Publications (42)


The genome of Lupinus mutabilis: Evolution and genetics of an emerging bio-based crop
  • Article
  • Full-text available

September 2024

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52 Reads

The Plant Journal

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Agata Gulisano

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Edouard I Severing

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[...]

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Lupinus mutabilis is an under‐domesticated legume species from the Andean region of South America. It belongs to the New World lupins clade, which groups several lupin species displaying large genetic variation and adaptability to highly different environments. L. mutabilis is attracting interest as a potential multipurpose crop to diversify the European supply of plant proteins, increase agricultural biodiversity, and fulfill bio‐based applications. This study reports the first high‐quality L. mutabilis genome assembly, which is also the first sequenced assembly of a New World lupin species. Through comparative genomics and phylogenetics, the evolution of L. mutabilis within legumes and lupins is described, highlighting both genomic similarities and patterns specific to L. mutabilis , potentially linked to environmental adaptations. Furthermore, the assembly was used to study the genetics underlying important traits for the establishment of L. mutabilis as a novel crop, including protein and quinolizidine alkaloids contents in seeds, genomic patterns of classic resistance genes, and genomic properties of L. mutabilis mycorrhiza‐related genes. These analyses pointed out copy number variation, differential genomic gene contexts, and gene family expansion through tandem duplications as likely important drivers of the genomic diversity observed for these traits between L. mutabilis and other lupins and legumes. Overall, the L. mutabilis genome assembly will be a valuable resource to conduct genetic research and enable genomic‐based breeding approaches to turn L. mutabilis into a multipurpose legume crop.

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Genomic basis of divergence of modern cultivated potatoes

February 2024

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206 Reads

Background Modern cultivated potatoes have been bred for distinct market usages such as fresh eating, chip processing and starch manufacturing; however, genomic insights into this differentiation are limited. Results Here, we report a map of genomic variation encompassing ~79 million variants, constructed by genome-wide resequencing of 137 autotetraploid commercial potato varieties or accessions collected worldwide. Population genomic analysis provides evidence for divergence among modern commercial potato varieties and reveal distinct genomic composition in those bred for starch manufacturing industry, which may have been caused by continuous selection of yield-related traits and intensive exploitation of potato wild relatives. We characterize how alien introgression has reshaped the genomes of starch industry potato varieties, implicating an important role of potato wild relatives in genetic determination of yield-related traits as well as possible linkage drag. We further identify previously undiscovered genomic regions underlying agronomically important traits such as tuber bruising, maturity and tuber flesh and skin color. Conclusions These results shed light on the divergence history of modern cultivated potato and provide useful resources for genomics-guided breeding of this globally important staple crop.


Chromosome level assembly of wild spinach provides insights into the divergence of homo- and heteromorphic plant sex-chromosomes

July 2023

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106 Reads

Background Cultivated spinach (Spinacia oleracea) is a highly nutritional crop species of great economical value that belongs to a genus of dioecious plant species with both homomorphic and heteromorphic sex chromosomes. The wild spinach species Spinacia turkestanica and Spinacia tetrandra are important genetic sources for improving cultivated spinach and excellent material for studying sex chromosome evolution in plants. However, until now there were no publicly available genome assemblies for these species. Results Here we sequenced and assembled the genomes of S. turkestanica and S. tetrandra and performed a tri-way comparative analysis with S. oleracea. We show that many abiotic- and biotic stress related gene clusters have expanded through tandem duplication in S. tetrandra after it diverged from the S. turkestanica - S. oleracea lineage. Focussing on the sex chromosomes we found that the previously identified inversion distinguishing the S. oleracea male- and female- SEX DETERMINING REGIONs (SDRs) is conserved in S. turkestanica. Although, the SDRs of these two species coincides with the PSEUDO AUTOSOMAL REGION of S. tetrandra the gene content is only partially conserved and the genetic factors determining sex in these species might differ. Finally, we show that recombination suppression between the S. tetrandra X- and Y- chromosomes resulted in a highly degenerated Y-chromosome and started before the species diverged from S. turkestanica and S. oleracea. Conclusions We expect that the novel wild spinach species genomes are of great value to the breeding community and evolutionary biologist especially focussing on the evolution of sex chromosomes in plants.


Figure 2. Heatmap developed using DEGs isolated in uninfected bulbs in the three comparisons T 2 /T 1 , T 3 /T 2 , and T 3 /T 1 . Log2 FC for uninfected and OYDV-infected conditions is displayed. DEGs for each class were listed in Table S6.
Figure 3. Neighbor-joining tree based on an alignment of 587 full-length genes encoding WRKY proteins, belonging to six plant species: Allium cepa (AcWRKY), Arabidopsis thaliana (AtWRKY), Oryza sativa (OsWRKY), Vitis vinifera (VvWRKY), Triticum aestivum (TaWRKY), and Solanum lycopersicum (SlWRKY) (for detail see Table S1). Branch lines of subtrees are colored indicating different WRKY groups and subgroups (I, IIa, IIb, IIc, IId, IIe, and III).
Figure 5. Co-expression network analysis of 3 AcWRKYs (AcWRKY2, 30, 32) up-regulated during dormancy release (T 3 ) in the uninfected/OYDV infected bulb comparison. The network was obtained using the CoExpNetViz tool and visualized with Cytoscape. Green and red lines denote positive correlation and negative correlation, respectively. Details of genes involved in co-expression network analyses are provided in Table S10.
Figure 6. An overview of the proposed model explaining AcWRKY32 and its co-expression gene network role in the onion bulb dormancy release. The model underlines the triggering role of the TF for driving cell wall modification and division through gibberellin and auxin homeostasis, two key processes involved in the dormancy release. The green arrows indicate the triggering action of AcWRKY32 to its co-expressed genes. The black arrows underline the pathway steps determining the dormancy release previously described. The pink rectangles highlight the two crucial hormones (IAA and GAs) related to dormancy breakage, while the yellow circle underlines the key molecule (calcium) involved in the cell wall modification (elongation and expansion) and cell division. Differentially expressed genes putatively involved in dormancy breakage and interacting with AcWRKY32 are reported in black.
i>WRKY Gene Family Drives Dormancy Release in Onion Bulbs

March 2022

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216 Reads

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12 Citations

Cells

Onion (Allium cepa L.) is an important bulb crop grown worldwide. Dormancy in bulbous plants is an important physiological state mainly regulated by a complex gene network that determines a stop of vegetative growth during unfavorable seasons. Limited knowledge on the molecular mechanisms that regulate dormancy in onion were available until now. Here, a comparison between uninfected and onion yellow dwarf virus (OYDV)-infected onion bulbs highlighted an altered dormancy in the virus-infected plants, causing several symptoms, such as leaf striping, growth reduction, early bulb sprouting and rooting, as well as a lower abscisic acid (ABA) level at the start of dormancy. Furthermore, by comparing three dormancy stages, almost five thousand four hundred (5390) differentially expressed genes (DEGs) were found in uninfected bulbs, while the number of DEGs was significantly reduced (1322) in OYDV-infected bulbs. Genes involved in cell wall modification, proteolysis, and hormone signaling, such as ABA, gibberellins (GAs), indole-3-acetic acid (IAA), and brassinosteroids (BRs), that have already been reported as key dormancy-related pathways, were the most enriched ones in the healthy plants. Interestingly, several transcription factors (TFs) were up-regulated in the uninfected bulbs, among them three genes belonging to the WRKY family, for the first time characterized in onion, were identified during dormancy release. The involvement of specific WRKY genes in breaking dormancy in onion was confirmed by GO enrichment and network analysis, highlighting a correlation between AcWRKY32 and genes driving plant development, cell wall modification, and division via gibberellin and auxin homeostasis, two key processes in dormancy release. Overall, we present, for the first time, a detailed molecular analysis of the dormancy process, a description of the WRKY-TF family in onion, providing a better understanding of the role played by AcWRKY32 in the bulb dormancy release. The TF co-expressed genes may represent targets for controlling the early sprouting in onion, laying the foundations for novel breeding programs to improve shelf life and reduce postharvest.


De novo whole-genome assembly of Chrysanthemum makinoi , a key wild chrysanthemum

October 2021

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121 Reads

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16 Citations

G3 Genes Genomes Genetics

Chrysanthemum is among the top ten cut, potted and perennial garden flowers in the world. Despite this, to date, only the genomes of two wild diploid chrysanthemums have been sequenced and assembled. Here we present the most complete and contiguous chrysanthemum de novo assembly published so far, as well as a corresponding ab initio annotation. The cultivated hexaploid varieties are thought to originate from a hybrid of wild chrysanthemums, among which the diploid Chrysanthemum makinoi has been mentioned. Using a combination of Oxford Nanopore long reads, Pacific Biosciences long reads, Illumina short reads, Dovetail sequences and a genetic map, we assembled 3.1 Gb of its sequence into 9 pseudochromosomes, with an N50 of 330 Mb and BUSCO complete score of 92.1%. Our ab initio annotation pipeline predicted 95 074 genes and marked 80.0% of the genome as repetitive. This genome assembly of C. makinoi provides an important step forward in understanding the chrysanthemum genome, evolution and history.


Insights from the first genome assembly of Onion ( Allium cepa )

July 2021

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355 Reads

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60 Citations

G3 Genes Genomes Genetics

Onion is an important vegetable crop with an estimated genome size of 16 Gb. We describe the de novo assembly and ab initio annotation of the genome of a doubled haploid onion line DHCU066619, which resulted in a final assembly of 14.9 Gb with an N50 of 464 Kb. Of this, 2.4 Gb was ordered into eight pseudomolecules using four genetic linkage maps. The remainder of the genome is available in 89.6 K scaffolds. Only 72.4% of the genome could be identified as repetitive sequences and consist, to a large extent, of (retro) transposons. In addition, an estimated 20% of the putative (retro) transposons had accumulated a large number of mutations, hampering their identification, but facilitating their assembly. These elements are probably already quite old. The ab initio gene prediction indicated 540,925 putative gene models, which is far more than expected, possibly due to the presence of pseudogenes. Of these models, 47,066 showed RNASeq support. No gene rich regions were found, genes are uniformly distributed over the genome. Analysis of synteny with Allium sativum (garlic) showed collinearity but also major rearrangements between both species. This assembly is the first high-quality genome sequence available for the study of onion and will be a valuable resource for further research.


De novo whole-genome assembly of Chrysanthemum makinoi , a key wild ancestor to hexaploid Chrysanthemum

July 2021

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116 Reads

Chrysanthemum is among the top ten cut, potted and perennial garden flowers in the world. Despite this, to date, only the genomes of two wild diploid chrysanthemums have been sequenced and assembled. Here we present the most complete and contiguous chrysanthemum de novo assembly published so far, as well as a corresponding ab initio annotation. The wild diploid Chrysanthemum makinoi is thought to be one of the ancestors of the cultivated hexaploid varieties which are currently grown all around the world. Using a combination of Oxford Nanopore long reads, Pacific Biosciences long reads, Illumina short reads, Dovetail sequences and a genetic map, we assembled 3.1 Gb of its sequence into 9 pseudochromosomes, with an N50 of 330 Mb and BUSCO complete score of 92.1%. Our ab initio annotation pipeline predicted 95 074 genes and marked 80.0% of the genome as repetitive. This genome assembly of C. makinoi provides an important step forward in understanding the chrysanthemum genome, evolution and history.


Figure 1 Physical positions of the marker on the garlic pseudomolecules (x-axis) plotted against the physical 355 position of the marker on the onion pseudomolecules (y-axis). Color of the points represent the original 356 linkage group assignment of the marker on the onion genetic map. Synteny between the garlic and onion
Figure S7 -Gene and repeat landscape of the pseudomolecules
Insights from the first genome assembly of Onion ( Allium cepa )

March 2021

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321 Reads

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6 Citations

Onion is an important vegetable crop with an estimated genome size of 16GB. We describe the de novo assembly and ab initio annotation of the genome of a doubled haploid onion line DHCU066619, which resulted in a final assembly of 14.9 Gb with a N50 of 461 Kb. Of which 2.2 Gb was ordered into 8 pseudomolecules using five genetic linkage maps. The remainder of the genome is available in 89.8 K scaffolds. Analysis of this genome shows that at least 72.4% of the genome is repetitive and consists, to a large extent, of (retro) transposons. Many (retro) transposons were already quite old as they had accumulated many mutations, facilitating their assembly, however, hampering their identification. The draft ab initio gene prediction indicated 540 925 putative gene models, which is far more than expected, possibly due to the presence of pseudogenes. 86,073 models showed similarity to published proteins (UNIPROT). No gene rich regions were found, genes are uniformly distributed over the genome. Analysis of synteny with A. sativum (garlic) showed collinearity but also major rearrangements between both species. Not-withstanding, this assembly is the first high-quality draft genome sequence available for the study of onion and will be a valuable resource for further research.


Fine mapping of a thrips resistance QTL in Capsicum and the role of diterpene glycosides in the underlying mechanism

February 2021

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186 Reads

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7 Citations

Theoretical and Applied Genetics

Key message A major thrips resistance QTL in Capsicum was fine-mapped to a region of 0.4 Mbp, and a multidisciplinary approach has been used to study putative underlying mechanisms. Abstract Resistance to thrips is an important trait for pepper growers. These insects can cause extensive damage to fruits, flowers and leaves on field and greenhouse grown plants worldwide. Two independent studies in Capsicum identified diterpene glycosides as metabolites that are correlated with thrips resistance. In this study, we fine-mapped a previously defined thrips resistance QTL on chromosome 6, to a region of 0.4 Mbp harbouring 15 genes. Two of these 15 candidate genes showed differences in gene expression upon thrips induction, when comparing plants carrying the resistance allele in homozygous state to plants with the susceptibility allele in homozygous state for the QTL region. Three genes, including the two genes that showed difference in gene expression, contained a SNP that was predicted to lead to changes in protein structure. Therefore, these three genes, i.e. an acid phosphatase 1 (APS1), an organic cation/carnitine transporter 7 (OCT7) and an uncharacterized locus LOC107874801, are the most likely candidates for playing a role in thrips resistance and are a first step in elucidating the genetic basis of thrips resistance in Capsicum . In addition, we show that the diterpene glycoside profiles did not differ between plants with the resistance and susceptibility allele for the chromosome 6 QTL, suggesting that these compounds do not play a role in the resistance conferred by the genes located in the major thrips resistance QTL studied.


Fig. 4 Performance of the NL M. persicae population on plants of pepper accession PB2013071. Plants were preinfested with the SW population (SW-preinfested plants) or received an empty clip cage (control plants) for 3 days, after which the aphids were removed. Next, the plants received clip cages with aphids of the NL population. Two phenotyping parameters were used: average number of next-generation nymphs produced per living NL adult after 12 days (left panel), and the fraction of NL aphids initially put on a plant that survived 12 days (right panel). Seven biological replicates were used per treatment and are presented as black dots in box plots. For both phenotyping parameters, a significant difference between the treatments was found (t test, P < 0.01).
The ability to manipulate ROS metabolism in pepper may affect aphid virulence

December 2020

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298 Reads

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15 Citations

Horticulture Research

Myzus persicae has severe economic impact on pepper (Capsicum) cultivation. Previously, we identified two populations of M. persicae, NL and SW, that were avirulent and virulent, respectively on C. baccatum accession PB2013071. The transcriptomics approach used in the current study, which is the first study to explore the pepper−aphid interaction at the whole genome gene expression level, revealed genes whose expression is differentially regulated in pepper accession PB2013071 upon infestation with these M. persicae populations. The NL population induced ROS production genes, while the SW population induced ROS scavenging genes and repressed ROS production genes. We also found that the SW population can induce the removal of ROS which accumulated in response to preinfestion with the NL population, and that preinfestation with the SW population significantly improved the performance of the NL population. This paper supports the hypothesis that M. persicae can overcome the resistance in accession PB2013071 probably because of its ability to manipulate plant defense response especially the ROS metabolism and such ability may benefit avirulent conspecific aphids.


Citations (25)


... The Earth is in a situation that supplying adequate food products is a matter of impossibility without the utilization of productive crop cultivars as well as insecticides and fungicides (Abouhussein 2012;Béné et al. 2015;Vosman et al. 2016). The exacerbation in challenge is foreseen by the exponential increase in human population and radical weather fluctuation which the former has led to intensive agriculture method that requires plenty of chemical fertilizers and insecticides, herbicides, and fungicides to operate, while the latter has imposed and increased the incidence of biotic and abiotic stresses (Hasanuzzaman and Fujita 2012;Taiz 2013;Josephson et al. 2014;Obaisi 2017;Hasanuzzaman et al. 2020). ...

Reference:

Newly Revealed Promising Gene Pools of Neglected Brassica Species to Improve Stress-Tolerant Crops
Using phenomics and genomics to unlock landrace and wild relative diversity for crop improvement.
  • Citing Chapter
  • May 2016

... Alamar et al. (2020) concluded that ethylene modulates the expression of several genes, such as ACO, EIN4, and EIL3 to extend the dormancy. Puccio et al. (2022) demonstrated the key role of AcWRKY32 in onion bulb dormancy release. These studies are encouraging the researchers to extend the dormancy of onion to control the losses due to sprouting. ...

i>WRKY Gene Family Drives Dormancy Release in Onion Bulbs

Cells

... However, no reports have been made regarding the detailed structure of the CCD4a region to date. Currently, whole genome sequences of five Chrysanthemum species have been reported: C. seticuspe (Nakano et al., 2021), C. makinoi (van Lieshout et al., 2022), C. lavandulifolium (Wen et al., 2022), C. nankingense , and C. morifolium . Among these, C. makinoi is the only species with white flowers. ...

De novo whole-genome assembly of Chrysanthemum makinoi , a key wild chrysanthemum

G3 Genes Genomes Genetics

... This is why the highquality whole genome sequencing of onion has not been completed yet. However, a recent study that describes the de novo assembly and created eight pseudomolecules with five genetic linkage maps using the doubled haploid onion line "DHCU066619" is the latest high-quality onion reference genome with 14.9 Gb size, though it has not yet been made public [11]. ...

Insights from the first genome assembly of Onion ( Allium cepa )

... Four mQTLs were found to be co-located in the previously identified QTL region identified on chromosome 6. The QTL identified [10] to a region of 0.4 Mb pursing F 3 population of cross C. annuum CGN16795 × C. chinense CGN17219 were validated and fine mapped by [12]. Larval development was used as resistance parameter and three genes viz., acid phosphatase 1(APS1), an organic cation/carnitine transporter 7 (OCT7) and an uncharacterized locus LOC107874801 were identified as the candidate genes for thrips resistance using RNA-Seq approach. ...

Fine mapping of a thrips resistance QTL in Capsicum and the role of diterpene glycosides in the underlying mechanism

Theoretical and Applied Genetics

... Gambar 2. Keanekaragaman genetik buah tomat secara morfologi berdasarkan warna, bentuk, dan ukuran yang berbeda (Roohanitaziani et al., 2020) 2. Keanekaragaman spesies adalah variasi dari semua spesies atau mahluk hidup yang ada di bumi, termasuk tumbuhan, hewan, jamur, dan mikroorganisme (Asril et al., 2022). Dapat pula diartikan sebagai jumlah spesies yang berbeda dan jumlah individu dari setiap spesies dalam satu komunitas. ...

Exploration of a Resequenced Tomato Core Collection for Phenotypic and Genotypic Variation in Plant Growth and Fruit Quality Traits

Genes

... The aphid Myzus persicae (Sulzer) feeds on the underside of leaves, piercing the chloroplast-containing cells and affecting pigments as well as leaf structure (MacWilliams et al., 2023). Aphids cause significant damage to crops and yields in the field as well as in greenhouses by feeding and also by transmitting viruses (Bera et al., 2022;Sun et al., 2020;Valenzuela, & Hoffmann, 2015). Aphids secrete sticky honeydew, which is harvested by ants, making leaves susceptible to sooty mould fungus, causing reduced photosynthesis (Lemay & Scott-Dupree, 2022). ...

The ability to manipulate ROS metabolism in pepper may affect aphid virulence

Horticulture Research

... These two QTLs were proven to confer aphid resistance in no-choice tests [9]. Peach aphid is a severe pest in pepper production, and QTL mapping to identify genomic regions related to resistance to this aphid identified two QTLs: Rmpas-1, related to decreased aphid survival rate, and Rmprp-1, related to reduced aphid reproduction [86]. In cucumber, a major QTL related to resistance to cotton aphid was identified on chromosome 5, in a 0.31-Mb region containing 43 genes. ...

Aphid resistance in Capsicum maps to a locus containing LRR-RLK gene analogues

Theoretical and Applied Genetics

... Meiotic and developmental programs resulting in embryo sacs (female) and pollen (male) occur in distinct sexual organs of the flower, and sex-specificity of hybrid sterility loci is predominant in taxa that have been systematically studied, such as rice (Myint and Koide 2022). Nevertheless, sex-independent incompatibility loci have been identified in tomato (Rick 1966), rice (Sano 1990;, lettuce (Giesbers et al. 2018), and yellow monkeyflowers (Kerwin and Sweigart 2017). Because core cellular processes such as meiosis and mitosis are critical for gametogenesis in both sexes, many of the same genes are essential in both sexes (Drews and Yadegari 2002;Ma et al. 2021;Yu et al. 2022;Zhou et al. 2022). ...

Patterns of Transmission Ratio Distortion in Interspecific Lettuce Hybrids Reveal a Sex-Independent Gametophytic Barrier
  • Citing Article
  • November 2018

Genetics