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Capsicum annuum with causal allele of hybrid weakness is prevalent in Asia

  • Kumpei Shiragaki,

    Roles Conceptualization, Formal analysis, Investigation, Visualization, Writing – original draft

    Current address: Graduate School of Agricultural and Life Sciences, University of Tokyo, Tokyo, Japan

    Affiliation Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka, Japan

  • Shonosuke Seko,

    Roles Investigation

    Affiliation Graduate School of Agriculture, Osaka Metropolitan University, Sakai, Osaka, Japan

  • Shuji Yokoi,

    Roles Project administration, Supervision

    Affiliations Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka, Japan, Graduate School of Agriculture, Osaka Metropolitan University, Sakai, Osaka, Japan, Education and Research Field, School of Agriculture, Osaka Metropolitan University, Sakai, Osaka, Japan, Bioeconomy Research Institute, Research Center for the 21st Century, Osaka Metropolitan University, Osaka, Japan

  • Takahiro Tezuka

    Roles Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing – review & editing

    tezuka@omu.ac.jp

    Affiliations Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka, Japan, Graduate School of Agriculture, Osaka Metropolitan University, Sakai, Osaka, Japan, Education and Research Field, School of Agriculture, Osaka Metropolitan University, Sakai, Osaka, Japan

Abstract

Reproductive isolation, including hybrid weakness, plays an important role in the formation of species. Hybrid weakness in Capsicum, the cessation of plant growth, is caused by two complementary dominant genes, A from C. chinense or C. frutescens and B from C. annuum. In the present study, we surveyed whether 94 C. annuum accessions had B or b alleles by crossing with C. chinense having the A allele. Of the 94 C. annuum accessions, five had the B allele, three of which were native to Latin America and two were native to Asia. When combined with previous studies, the percentage of B carriers was 41% in Japan, 13% in Asia excluding Japan, 6% in Latin America, and 0% in Europe and Africa. In addition, 48 accessions of C. annuum from various countries were subjected to SSR analysis. Clades with high percentages of B-carriers were formed in the phylogenetic trees. In the principal coordinate analysis, most B-carriers were localized in a single group, although the group also included b-carriers. Based on these results, we presumed that the B allele was acquired in some C. annuum lines in Latin America, and B-carriers were introduced to the world during the Age of Discovery, as along with the b-carriers.

Introduction

Cross-breeding is commonly used in plant breeding to introduce new desirable traits from related species into cultivated species. However, reproductive isolation mechanisms, which are divided into prezygotic and postzygotic isolation, often prevent inter- or intra-specific crosses. Postzygotic isolation is further divided into several phenomena including seed abortion, hybrid weakness, and hybrid breakdown. Hybrid weakness is defined as the weak growth of F1 hybrids from parents showing normal growth and has been reported in several plant species [14]. Hybrid weakness is also called hybrid lethality or hybrid necrosis, depending on symptoms or species. In most cases, the interaction of two complementary genes causes hybrid weakness, which is consistent with the Bateson-Dobzhanzky-Muller model, and autoimmune responses are involved in these phenomena [1, 46].

The Capsicum genus comprises approximately 35 species, including five cultivated species: C. annuum, C. chinense, C. frutescens, C. baccatum, and C. pubescens. Although C. annuum is the most common commercial species, some useful traits (i.e., abiotic and biotic stress tolerance [7, 8] and multiple flowers [9]) have been found in C. chinense and C. frutescens, which are related to C. annuum. It is expected that these traits can be introduced into C. annuum by cross breeding. However, reproductive isolation often works between C. annuum and C. chinense or C. frutescens [1015]. Therefore, understanding the mechanism and developing methods to overcome reproductive isolation are needed for cross-breeding in Capsicum.

C. annuum is native to Latin America and has been introduced worldwide since Christopher Columbus discovered the West Indies [16]. During the 16–17th centuries, Capsicum migrated to Europe and Africa from Latin America, and to Asia by Portuguese [16]. During the 17–18th centuries, Capsicum from Latin America was brought several times to Europe, the Middle East, and Asia by trade [16]. Additionally, it has been suggested that Capsicum has evolved in each country where Capsicum was introduced [1719], although the evidence is weak at present.

Hybrid weakness, formerly called as “hybrid dwarfism,”, is observed in some reciprocal crosses of C. annuum × C. chinense or C. annuum × C. frutescens [11, 12]. F1 hybrids having hybrid weakness show cessation of growth approximately 40 days after germination and a hypersensitive response-like reaction, including H2O2 accumulation, programmed cell death, and upregulation of defense-related genes in leaves [20]. Capsicum hybrid weakness is caused by two complementary dominant genes, and it has been reported that C. annuum can exhibit the aaBB genotype, whereas C. chinense and C. frutescens exhibit only the AAbb genotype. However, extensive studies have not been conducted on C. chinense and C. frutescens [11, 13]. Yazawa et al. [11] reported that the distribution of C. annuum cultivars with the B allele prevails in East Asia. However, the C. annuum cultivars used in the geographic survey of causal alleles were native to Asia and Latin America [11]; thus, their global geographic distribution is unknown.

In the present study, we report the geographic and phylogenetic distribution of C. annuum with the B allele of hybrid weakness using cultivars from across the globe to uncover the evolutionary history of the causal gene of hybrid weakness in C. annuum.

Materials and methods

Plant materials

We used 94 C. annuum accessions (including 16 C. annuum var. glabriusculum accessions; S1 Table), one C. chinense accession, one C. frutescens accession, one C. baccatum accession, and one C. pubescens accession (Table 1). After the seeds were germinated on moistened filter papers placed in Petri dishes, all seedlings were transplanted to pots (9 cm diameter, 10 cm depth) filled with culture soil (Sakata Super Mix A, Sakata Seed Co., Tokyo, Japan). The seedlings were cultivated in a constant-temperature room (25°C, 12 h light and 12 h dark, light intensity of 85 μmol m-2 s-1). At 30 days after germination, plants were transferred to bigger pots (21 cm diameter, 15 cm depth) and placed in a greenhouse (natural day length; Osaka Prefecture University, Sakai, Osaka, Japan) where the temperature was maintained above 15°C. For additional fertilization, plants were supplied weekly with Otsuka-A prescription (OAT Agrio Co., Ltd., Tokyo, Japan) containing 18.6 mM nitrogen, 5.1 mM phosphorus, 8.6 mM potassium, 8.2 mM calcium, and 0.4 mM magnesium. For the test cross, we used 94 C. annuum accessions (S1 Table) and C. chinense PI 159236 (genotype AAbb). For SSR analysis, we used 48 C. annuum accessions and one accession each of C. chinense, C. frutescens, C. baccatum, and C. pubescens (Table 1).

Test cross

Conventional crossing was conducted as follows: flowers of C. annuum accessions (S1 Table) used as maternal parents were emasculated one day before anthesis and pollinated with the pollen of C. chinense PI 159236, used as paternal parents. F1 seeds were collected from fully ripe fruits. After the F1 seeds were germinated on moistened filter papers placed in Petri dishes, all seedlings were transplanted to pots (9 cm diameter, 10 cm depth) filled with culture soil (Sakata Super Mix A, Sakata Seed Co.). The seedlings were cultivated in a constant-temperature room (25°C, 12 h light and 12 h dark, 85 μmol m-2 s-1). At 60 days after germination, the genotypes of each accession were determined as the aaBB genotype if all F1 hybrid plants did not obtain the first flower due to growth arrest, a characteristic of Capsicum hybrid weakness [20], and the aabb genotype if all F1 hybrid plants received the first flower and continued to grow.

DNA extraction

Total DNA of accessions for SSR analysis (Table 1) was extracted from individual leaves using the cetyltrimethylammonium bromide (CTAB) method [21] with minor modifications. Each leaf was ground in a mortar with liquid nitrogen. The ground leaf was mixed with CTAB isolation buffer (2% w/v CTAB, 1.4 M NaCl, 0.2% v/v β-mercaptoethanol, 20 mM EDTA, and 100 mM Tris-HCl, pH 8.0) preheated to 60°C, and the mixture was incubated at 60°C for 60 min. The suspension was extracted twice with chloroform/isoamyl alcohol (24:1) and centrifuged for 15 min at 500 g. The aqueous phase was transferred to a new tube, and nucleic acids were precipitated by the addition of isopropanol (2/3 volume) and centrifuged for 20 min at 1,000 g. The pellet was washed with 70% ethanol and dissolved in 50 μL of Tris-EDTA buffer (10 mM Tris-HCl and 1 mM EDTA, pH 8.0).

SSR analysis

34 SSR markers were selected from Sugita et al. [22] (Table 2 and S2 Table). PCR was performed with a final volume of 10 μL, which contained 2 mM each of dNTP, 10× reaction buffer, 0.2 mM each of forward and reverse primer pairs, 0.5 U of Taq polymerase, and 50 ng of DNA as template. PCR reaction cycles consisted of initial denaturation at 94°C for 2 min, followed by 35 cycles of 94°C for 30 s, 54°C for 1 min, 72°C for 30 s, and final extension for 2 min at 72°C. The PCR products were separated by electrophoresis on 8% polyacrylamide gels in Tris-borate-EDTA. Electrophoresis was performed at 55 mA for 90 min at 25°C. The gels were stained with ethidium bromide and visualized using a UV lamp. Polymorphic alleles were scored as present or absent by visual inspection.

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Table 2. Polymorphic information of SSR markers in the present study.

https://doi.org/10.1371/journal.pone.0271091.t002

Data analysis

GenAlEx 6.51 [23] was used to calculate the number of different alleles (Na), Shannon’s information index, observed heterozygosity (Ho), and expected heterozygosity (He) for each SSR marker. Power Marker version 3.25 [24] was used to calculate genetic distance and phylogenetic construction, and MEGA X [25] was used for viewing the dendrogram. For the phylogenetic analysis, genetic distance was calculated using Nei’s genetic distance [26], followed by phylogeny construction using the unweighted pair group method using arithmetic average (UPGMA) and neighbor-joining (NJ) methods. Branch support was assessed by bootstrap resampling with 1000 replicates. Principal coordinate analysis (PCoA) among populations was also conducted using GenAlEx 6.51 [27].

To infer the population structure of the pepper species used in this study, we used a model-based clustering algorithm implemented in the computer program Structure version 2.3.4 [28]. Analyses were based on an admixture ancestral model with correlated allele frequencies. The analysis was run for K = 1–10 with 10,000 Monte Carlo Markov Chain replicates after a burn-in of 10,000 replicates. For each value of K, 10 independent runs were performed to generate an estimate of the true number of subpopulations. The optimal K was selected using the Evanno method [29] estimated using Structure Harvester [30].

Results

Geographical distribution of hybrid weakness causal gene B-carrier in C. annuum

We surveyed whether 94 C. annuum accessions had the B allele of hybrid weakness by crossing with C. chinense having the A allele (S1 Table). Five accessions had B allele and the remaining 89 accessions had b allele. Among the B-carriers, three accessions were native to Latin America and two were native to Asia. The percentage of B-carriers was calculated for each geographic region (Latin America, Europe, Africa, Asia excluding Japan, and Japan), combining the present results with those of a previous study [11] (Tables 1 and 3, Fig 1). The percentage of B-carriers was 13% in all C. annuum accessions, 41% in those from Japan, 13% in those from Asia excluding Japan, 6% in those from Latin America, and 0% in those from Europe and Africa.

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Fig 1. Distribution and frequency of B or b allele related to hybrid weakness in C. annuum.

The data was based on this and a previous study [11]. The map is based on OpenStreetMap (https://www.openstreetmap.org/copyright).

https://doi.org/10.1371/journal.pone.0271091.g001

Polymorphism and allelic diversity evaluated by SSR analysis

We analyzed 48 C. annuum accessions, including four C. annuum var. glabriusculum accessions (13 B-carriers and 35 b-carriers), one C. chinense accession, one C. frutescens accession, one C. baccatum accession, and one C. pubescens accession, using 34 SSR markers (Tables 1 and 2). The number of Na was 2–9, and the Shannon’s information index of the genetic variation index was 0.464–1.729. The He was 0.215–0.785. The Ho value was 0.059 for CAMS-679 but 0 for the other markers.

Genetic relationship analysis

Two phylogenetic trees were constructed using the UPGMA and NJ methods, based on analysis using 34 SSR markers (Figs 2 and 3). C. annuum accessions in Latin America, including C. annuum var. glabriusculum were close to those of other domestic species: C. chinense, C. frutescens, C. baccatum, and C. pubescens (Figs 2 and 3). C. annuum accessions did not form a region-specific clade on either UPGMA or NJ trees (Figs 2 and 3). The number of clades with a high percentage of B-carriers was two in the UPGMA tree and one in the NJ tree (Figs 2 and 3). Although PI 213915, PI 177301, and ‘Mie’ were B-carriers, they were not included in the clade with a high percentage of B-carriers in the UPGMA and NJ trees.

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Fig 2. Phylogenetic UPGMA trees of 48 accessions of C. annuum with 4 other species based on 34 SSR markers.

B or b carriers are indicated as red or white circles, respectively. The branches in the clade with high percentage of B carriers are shown in red.

https://doi.org/10.1371/journal.pone.0271091.g002

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Fig 3. Phylogenetic NJ trees of 48 accessions of C. annuum with 4 other species based on 34 SSR markers.

B or b carriers are indicated as red or white circles, respectively. The branches in the clade with high percentage of B carriers are shown in red.

https://doi.org/10.1371/journal.pone.0271091.g003

Population structure analysis

Population structure analysis was conducted based on the SSR analysis data. As the mean Delta K was maximum at K = 2, optimum K was 2 for population structure analysis (Fig 4). The accessions were divided into two groups (groups A and B) according to population structure (Fig 5). There were C. pubescens, C. frutescens, C. baccatum, C. chinense, and six accessions of C. annuum from Latin America, including C. annuum var. glabriusculum, and three accessions of C. annuum from Japan in group A, whereas there were 40 C. annuum accessions from various regions in group B. B-carriers were included in both groups.

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Fig 4. Determination of optimal K by structure harvester.

K = 2 was considered as the optimal number of populations.

https://doi.org/10.1371/journal.pone.0271091.g004

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Fig 5. STRUCTURE analysis in 48 accessions of C. annuum and 4 other species based on 34 SSR markers.

B or b carriers were indicated as respectively red or white circles.

https://doi.org/10.1371/journal.pone.0271091.g005

PCoA

PCoA was conducted based on the SSR analysis data to uncover phylogenetic relationships in two dimensions (Fig 6). The first two principal coordinate axes explained ~16.17% of the variation in the genetic distance matrix. The accessions of group A defined in the structural analysis also formed a group in the PCoA. C. annuum accessions from Latin America were distributed across a wide area of the graph. Most B-carriers were distributed in part of the area indicated as B-carrier group, although the area also included some b-carriers.

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Fig 6. Principal coordinate analysis in 48 accessions of C. annuum and 4 accessions of the other species based on 34 SSR markers.

Group A corresponds to that in Fig 5.

https://doi.org/10.1371/journal.pone.0271091.g006

Discussion

In the present study, SSR analysis was conducted on 52 accessions of domesticated Capsicum species, using 34 markers covering all chromosomes. The Ho values were almost zero as heterozygous alleles were not detected for most markers, whereas He values ranged from 0.215 to 0.785 (Table 3). In general, Ho values lower than He values are due to the lack of crossbreeding with other accessions. Low Ho values in the domesticated Capsicum species have also been reported in other studies [17, 31]. Therefore, the low Ho value in the present study may suggest that the accessions supplied in the present study were fixed at almost all loci as all accessions supplied were domesticated species.

Accessions of C. annuum var. glabriusculum were closer to C. chinense and C. frutescens than the other accessions of C. annuum (Figs 2, 3, 5, and 6). C. annuum var. glabriusculum is considered the wild ancestor of C. annuum, and C. chinense and C. frutescens are closely related to C. annuum [32, 33]. Therefore, our results show that C. annuum evolved via the C. annuum var. glabriusculum after speciation from the common ancestors of C. annuum, C. chinense, and C. frutescens.

Accessions of C. annuum from various countries were investigated using SSR analysis. The accessions of C. annuum in Latin America had larger genetic diversity than those in other regions (Fig 6). A diversity center seems to be a region where plants are domesticated from wild species. It is assumed that C. annuum differentiated from a common ancestor of related species in Latin America [10, 32]. Moreover, it was found that C. annuum was domesticated in Mexico from C. annuum var. glabriusculum [34]. Therefore, our finding of a large diversity in Latin American lineages supports those of previous studies showing that Latin America is diversity-centric.

There was no particular tendency in the genetic structure by geographic origin, excluding Latin America, in C. annuum accessions (Figs 2, 3, 5, and 6). Similarly, a previous study showed that geographic origin had little effect on the genetic structure of C. annuum accessions, although C. annuum accessions from Turkey and central Europe formed a cluster [17]. Another study examined the phylogenetic relationship of nearly 10,000 lineages around the world, showing some effect of geographic origin on the genetic structure. However, the overlap was significantly higher than segregation in genetic structure among lineages with other regions [19]. Archaeological studies show that C. annuum existed more than 6,000 years ago [34, 35], although it is unknown when the species was established. It has only been about 500 years since C. annuum was introduced across the world during the Age of Discovery. Therefore, there may be less time for the lineages of C. annuum to change their genetic structure by geographic origin.

The accessions of B-carrier were in Latin America and Asia, and the percentage of B-carriers was particularly high in Japan (Fig 1). Here, we suggest a model showing the process of causal gene acquisition and the global spread of lines having B or b alleles (Fig 7). The common ancestor of C. annuum, C. chinense, and C. frutescens appears to have had the aabb genotype. In C. chinense and C. frutescens, only lines with the AAbb genotype have been reported, although no extensive studies have been conducted [11, 13]. All the lines in C. chinense and C. frutescens might have acquired the A gene after speciation from a common ancestor. However, parts of C. annuum acquired the B gene. No accessions of C. annuum var. glabriusculum, which is the wild ancestor of C. annuum, had the B allele in our survey. This suggests that C. annuum acquired the B allele since domestication or fewer lines have this allele. In the Age of Discovery, C. annuum was discovered in Latin America and was introduced globally by trade. Then, most lines brought to the world may be b-carriers. However, the lines brought to Asia, particularly Japan, included B-carriers. In fact, PI 213915 and PI 224413, the B-carriers in Latin America, were genetically close to the accessions in Japan (Fig 5). Therefore, these or similar lines were likely brought to Japan. Therefore, in Asia, C. annuum lines would have been bred based on the lines of both B- and b-carriers from Latin America. Perhaps the B allele might have functions that show suitable traits for the Asian environment or might be involved in traits preferred by Asians, as B-carriers exist at a high ratio in Japanese accessions.

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Fig 7. Model on the process of causal gene acquisition and the spread of the lines of B- or b-carriers to the world.

https://doi.org/10.1371/journal.pone.0271091.g007

It has been suggested that causal genes for hybrid necrosis may have been used in wheat breeding [36]. In many cases, hybrid weakness or necrosis involves an autoimmune response. Therefore, it is possible that the causal gene contributes to disease resistance [36, 37]. Similarly, Capsicum hybrid weakness has been shown to cause an autoimmune response [20], and B-allele of Capsicum hybrid weakness may have been used in the breeding process.

Our study suggests a history of B-allele involvement in Capsicum hybrid weakness in acquisition and spread. In the future, identification of causal genes A and B for hybrid weakness will advance research on speciation in Capsicum.

Supporting information

S1 Table. Origin and F1 phenotype of C. annuum as revealed by test crosses with C. chinense.

https://doi.org/10.1371/journal.pone.0271091.s001

(XLSX)

S2 Table. Information on the primer sequences used in the present study.

https://doi.org/10.1371/journal.pone.0271091.s002

(XLSX)

Acknowledgments

We are grateful to the National Agriculture and Food Research Organization Genebank (Tsukuba, Japan) and the USDA/ARS Capsicum germplasm collection (Griffin, USA) for providing Capsicum seeds.

References

  1. 1. Tezuka T, Marubashi W. Apoptotic cell death observed during the expression of hybrid lethality in interspecific hybrids between Nicotiana tabacum and N. suaveolens. Breed Sci. 2004;54: 59–66.
  2. 2. Bomblies K, Weigel D. Hybrid necrosis: autoimmunity as a potential gene-flow barrier in plant species. Nat Rev Genet. 2007;8: 382–393. pmid:17404584
  3. 3. Ichitani K, Namigoshi K, Sato M, Taura S, Aoki M, Matsumoto Y, et al. Fine mapping and allelic dosage effect of Hwc1, a complementary hybrid weakness gene in rice. Theor Appl Genet. 2007;114: 1407–1415. pmid:17375279
  4. 4. Deng J, Fang L, Zhu X, Zhou B, Zhang T. A CC-NBS-LRR gene induces hybrid lethality in cotton. J Exp Bot. 2019;70: 5145–5156. pmid:31270546
  5. 5. Bomblies K, Lempe J, Epple P, Warthmann N, Lanz C, Dangl JL, et al. Autoimmune response as a mechanism for a Dobzhansky-Muller-type incompatibility syndrome in plants. PLoS Biol. 2007;5: e236. pmid:17803357
  6. 6. Shiragaki K, Iizuka T, Ichitani K, Kuboyama T, Morikawa T, Oda M, et al. HWA1- and HWA2-mediated hybrid weakness in rice involves cell death, reactive oxygen species accumulation, and disease resistance-related gene upregulation. Plants. 2019;8: 450.
  7. 7. Anaya-López JL, Torres-Pacheco I, González-Chavira M, Garzón-Tiznado JA, Pons-Hernández JL, Guevara-González RG, et al. Resistance to geminivirus mixed infections in Mexican wild peppers. HortScience. 2003;38: 251–255.
  8. 8. Zhani K, Elouer MA, Aloui H, Hannachi C. Selection of a salt tolerant Tunisian cultivar of chili pepper (Capsicum frutescens). Eurasia J Biosci. 2012;6: 47–59.
  9. 9. Shuh DM, Fontenot JF. Gene transfer of multiple flowers and pubescent leaf from Capsicum chinense into Capsicum annuum backgrounds. J Am Soc Hortic Sci. 1990;115: 499–502.
  10. 10. Pickersgill B. Relationships between weedy and cultivated forms in some species of chili peppers (genus Capsicum). Evolution. 1971;25: 683–691. pmid:28564789
  11. 11. Yazawa S, Sato T, Namiki T. Interspecific hybrid dwarfism and geographical distribution of the dwarfness gene in Capsicum. J Japan Soc Hotic Sci. 1989;58: 609–618 (in Japanese with English summary).
  12. 12. Yazawa S, Sato T, Namiki T. Dwarfism and a virus-like syndrome in interspecific hybrids of genus Capsicum. J Japan Soc Hotic Sci. 1990;58: 935–943 (in Japanese with English summary).
  13. 13. Inai S, Ishikawa K, Nunomura O, Ikehashi H. Genetic analysis of stunted growth by nuclear-cytoplasmic interaction in interspecific hybrids of Capsicum by using RAPD markers. Theor Appl Genet. 1993;87: 416–422. pmid:24190313
  14. 14. Yoon JB, Do JW, Yang DC, Park HG. Interspecific cross compatibility among five domesticated species of Capsicum genus. Hortic Environ Biotechnol. 2004;45: 324–329.
  15. 15. Martins KC, Pereira TNS, Souza SAM, Rodrigues R, Amaral Junior AT do. Crossability and evaluation of incompatibility barriers in crosses between Capsicum species. Crop Breed Appl Biotechnol. 2015;15: 139–145.
  16. 16. Andrews J. Peppers: the domesticated Capsicums. University of Texas Press; 1995.
  17. 17. Nicolaï M, Cantet M, Lefebvre V, Sage-Palloix A-M, Palloix A. Genotyping a large collection of pepper (Capsicum spp.) with SSR loci brings new evidence for the wild origin of cultivated C. annuum and the structuring of genetic diversity by human selection of cultivar types. Genet Resour Crop Evol. 2013;60: 2375–2390.
  18. 18. Naegele RP, Tomlinson AJ, Hausbeck MK. Evaluation of a diverse, worldwide collection of wild, cultivated, and landrace pepper (Capsicum annuum) for resistance to phytophthora fruit rot, genetic diversity, and population structure. Phytopathology. 2015;105: 110–118. pmid:25054617
  19. 19. Tripodi P, Rabanus-Wallace MT, Barchi L, Kale S, Esposito S, Acquadro A, et al. Global range expansion history of pepper (Capsicum spp.) revealed by over 10,000 genebank accessions. Proc Natl Acad Sci U S A. 2021;118. pmid:34400501
  20. 20. Shiragaki K, Yokoi S, Tezuka T. A hypersensitive response-like reaction is involved in hybrid weakness in F1 plants of the cross Capsicum annuum × Capsicum chinense. Breed Sci. 2020;70: 430–437. pmid:32968345
  21. 21. Murray MG, Thompson WF. Rapid isolation of high molecular weight plant DNA. Nucleic Acids Res. 1980;8: 4321–4325. pmid:7433111
  22. 22. Sugita T, Semi Y, Sawada H, Utoyama Y, Hosomi Y, Yoshimoto E, et al. Development of simple sequence repeat markers and construction of a high-density linkage map of Capsicum annuum. Mol Breed. 2013;31: 909–920.
  23. 23. Peakall ROD, Smouse PE. genalex 6: genetic analysis in Excel. Population genetic software for teaching and research. Mol Ecol Notes. 2006;6: 288–295.
  24. 24. Liu K, Muse SV. PowerMarker: an integrated analysis environment for genetic marker analysis. Bioinformatics. 2005;21: 2128–2129. pmid:15705655
  25. 25. Kumar S, Stecher G, Li M, Knyaz C, Tamura K. MEGA X: molecular evolutionary genetics analysis across computing platforms. Mol Biol Evol. 2018;35: 1547–1549. pmid:29722887
  26. 26. Nei M, Takezaki N. Estimation of genetic distances and phylogenetic trees from DNA analysis. Proc 5th World Cong Genet Appl Livstock Prod. 1983;21: 405–412.
  27. 27. Smouse PE, Banks SC, Peakall R. Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others. PLoS One. 2017;12: e0185499. pmid:29088229
  28. 28. Pritchard JK, Stephens M, Donnelly P. Inference of population structure using multilocus genotype data. Genetics. 2000;155: 945–959. pmid:10835412
  29. 29. Evanno G, Regnaut S, Goudet J. Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study. Mol Ecol. 2005;14: 2611–2620. pmid:15969739
  30. 30. Earl DA, vonHoldt BM. STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conserv Genet Resour. 2012;4: 359–361.
  31. 31. Guzmán FA, Moore S, de Vicente MC, Jahn MM. Microsatellites to enhance characterization, conservation and breeding value of Capsicum germplasm. Genet Resour Crop Evol. 2020;67: 569–585.
  32. 32. Carrizo García C, Barfuss MHJ, Sehr EM, Barboza GE, Samuel R, Moscone EA, et al. Phylogenetic relationships, diversification and expansion of chili peppers (Capsicum, Solanaceae). Ann Bot. 2016;118: 35–51. pmid:27245634
  33. 33. Shiragaki K, Yokoi S, Tezuka T. Phylogenetic analysis and molecular diversity of Capsicum based on rDNA-ITS region. Horticulturae. 2020;6: 87.
  34. 34. Kraft KH, Brown CH, Nabhan GP, Luedeling E, Luna Ruiz J de J, Coppens d’Eeckenbrugge G, et al. Multiple lines of evidence for the origin of domesticated chili pepper, Capsicum annuum, in Mexico. Proc Natl Acad Sci U S A. 2014;111: 6165–6170. pmid:24753581
  35. 35. Perry L, Dickau R, Zarrillo S, Holst I, Pearsall DM, Piperno DR, et al. Starch fossils and the domestication and dispersal of chili peppers (Capsicum spp. L.) in the Americas. Science. 2007;315: 986–988. pmid:17303753
  36. 36. Si Y, Zheng S, Niu J, Tian S, Gu M, Lu Q, et al. Ne2, a typical CC-NBS-LRR-type gene, is responsible for hybrid necrosis in wheat. New Phytol. 2021;232: 279–289. pmid:34160845
  37. 37. Alcázar R, García AV, Kronholm I, de Meaux J, Koornneef M, Parker JE, et al. Natural variation at Strubbelig Receptor Kinase 3 drives immune-triggered incompatibilities between Arabidopsis thaliana accessions. Nat Genet. 2010;42: 1135–1139. pmid:21037570