Abstract
Genome dominance is a phenomenon in wide hybrids when one of the parental genomes becomes “dominant,” while the other genome turns to be “submissive.” This dominance may express itself in several ways including homoeologous gene expression bias and modified epigenetic regulation. Moreover, some wide hybrids display unequal retention of parental chromosomes in successive generations. This may hamper employment of wide hybridization in practical breeding due to the potential elimination of introgressed segments from progeny. In onion breeding, Allium roylei (A. roylei) Stearn has been frequently used as a source of resistance to downy mildew for cultivars of bulb onion, Allium cepa (A. cepa) L. This study demonstrates that in A. cepa × A. roylei hybrids, chromosomes of A. cepa are frequently substituted by those of A. roylei and in just one generation, the genomic constitution shifts from 8 A. cepa + 8 A. roylei chromosomes in the F1 generation to the average of 6.7 A. cepa + 9.3 A. roylei chromosomes in the F2 generation. Screening of the backcross generation A. cepa × (A. cepa × A. roylei) revealed that this shift does not appear during male meiosis, which is perfectly regular and results with balanced segregation of parental chromosomes, which are equally transmitted to the next generation. This indicates that female meiotic drive is the key factor underlying A. roylei genome dominance. Single nucleotide polymorphism (SNP) genotyping further suggested that the drive has different strength across the genome, with some chromosome segments displaying Mendelian segregation, while others exhibiting statistically significant deviation from it.
Introduction
Introgression breeding is the way to efficiently transfer agronomically beneficial alleles from wild relatives to crops. This involves interspecific mating followed by one or more rounds of backcrossing to the recipient parent. Many traits have been improved via introgression breeding, including resistance to pests and diseases, tolerance to abiotic stresses, and root-related traits (; ; ; ). However, introgression lines frequently suffer from the instability of the introgressed segment(s) in the successive generations (; ). Combining two genomes in a single nucleus, it opens a way for genome dominance, a phenomenon, when one parental genome becomes dominant, while the other tends to be submissive in a hybrid progeny. Such dominance can manifest itself in several ways, including altered gene expression and epigenetic regulation (). Most, if not all, allopolyploids retain the expression level of one (dominant) parent (so-called expression level dominance) and/or display a preferential expression from the alleles of the dominant genome (so-called homoeolog expression bias). Such dominance does not involve all the expressed genes, as some genes can be overexpressed from the submissive genome or display the overall expression at the level of the submissive parent (; ; ).
Another expression of genome dominance is elimination of chromosomes of the submissive genome or their replacement by those of the dominant genome (; ). Chromosome elimination usually occurs in hybrids where there is no pairing of homoeologous chromosomes (i.e., chromosomes from two more or less distinct parental species). Restriction of homoeologous pairing can be a consequence of either DNA sequence dissimilarity, which precludes homoeologous recognition and initiation of pairing during prophase I of meiosis or the action of a molecular mechanism preventing dissimilar DNA sequences from forming crossovers. The textbook example of such a mechanism is pairing homoeologous 1 (Ph1) in wheat (), which is also capable of modifying chromosome pairing of other species when transferred from wheat (). In wheat-rye hybrids, rye chromosomes are more prone to elimination during meiosis, despite strict homoeologous chromosome pairing (; ; ).
While considered rare in the past, wide hybrids with (extensive) homoeologous chromosome pairing readily develop in nature and can also be created artificially, for example, as part of breeding programs. Chromosomes of ryegrass (Lolium spp.) pair and recombine freely with those of fescue (Festuca spp.) in xFestulolium hybrids (; ). Similarly, various hybrids of ornamental plants, such as lily hybrids, Alstroemeria aurea × Alstroemeria inodora and Gasteria lutzii × Aloe aristata, show homoeologous chromosome pairing (; ; ; ). The ability of homoeologous chromosomes to pair in meiosis opens the way for competition between parental chromosomes. While male meiosis is symmetrical with all the four products producing gametes that can contribute to the successive generation, female meiosis is asymmetrical where only one product generates a gamete (the egg cell), while the genetic information in the remaining cells is not passed onto the next generation. This aspect of female meiosis creates an opportunity for chromosome competition and this phenomenon is called “meiotic drive” (). In hybrid (homoploid) mice with regular (homoeologous) chromosome pairing, observed biased orientation of parental chromosomes on the karyokinetic spindle during female meiosis. Chromosomes from the dominant genome tended to orient toward the pole eventually producing the egg cell more frequently than those from the submissive genome and their frequency among progeny was higher than expected from random segregation.
As mentioned above, interspecific hybridization is often used in breeding programs to introgress one or more desired traits in crops, usually from wild relatives. Using this approach, lines of cultivated bulb onion Allium cepa (A. cepa) L. with chromosome segments carrying downy mildew [Peronospora destructor (Berk.) Casp.] resistance gene(s) introgressed from its wild relative Allium roylei (A. roylei) Stearn. were developed by research programs of Wageningen University and Research Center (Netherlands) and Russian State Agrarian University (Russia) (; ; ). A combination of phenotyping, genotyping with DNA markers, and cytogenetic analyses of advanced backcross (BC1) generations allocated the putative downy mildew resistance locus Pd1 to the region spanning the most distal ∼18% of the long arm of chromosome 3 (). By controlled intercrosses and BC1, homozygous introgression lines were obtained that were resistant to downy mildew. Reduction of the introgressed segment length was an important step further, also because of a recessive lethal factor located in a close vicinity of the Pd1 locus and probably expressed only in the A. cepa background (; ; ). Separating that lethal factor from Pd1 gene by crossing over, it was observed in a single plant out of 215 plants screened, suggesting a tight linkage (). A. roylei has also been proposed to use as a bridge for introgression of traits from the Welsh onion [Allium fistulosum (A. fistulosum) L.] into cultivated bulb onion, as direct introgression is difficult because of a very low fertility of the hybrids between bulb onion and Welsh onion (, ; ; ).
The main aim of this study was to evaluate the stability of the newly established hybrid genome in hybrids of A. cepa × A. roylei, to shed light on the mechanisms underlying possible genome dominance, and to estimate the retention rate of individual chromosomal segments of A. roylei and A. cepa in successive hybrid generation(s).
Materials and Methods
Plant Material
A total of 104 F2 plants from a cross A. cepa ♀ × A. roylei ♂ were analyzed in this study. The F2 population was generated by selfing of one plant of the interspecific F1 (CxR) (PRI 93103), a hybrid genotype between A. cepa and A. roylei. Of those 104 plants, 75 plants were analyzed by genomic in situ hybridization (GISH) (to determine their genomic constitution). All the plants were genotyped by single nucleotide polymorphism (SNP) markers, of which 80 plants were included earlier in the production of a linkage map (). Part of the F2 family was the original population used in the study of and all the plants shared the same parental lineages. In addition, GISH was used to analyze the genome composition of 21 BC1 plants produced by a BC1 of the F1 hybrid used as a pollinator with a male-sterile A. cepa.
Chromosome Preparations and Genomic in situ Hybridization
Roots of individual plants were collected and their cell cycle was synchronized using iced distilled water for 28 h following fixation in Carnoy’s solution (absolute ethanol/glacial acetic acid, 3:1 v/v). For meiotic analyses, flower buds were fixed in Carnoy’s solution at 37°C for 7 days. Individual anthers that were confirmed to be in the proper meiotic stage were squashed in a drop of acetic acid and used for GISH. Chromosome preparations were made according to a study by . GISH analyses were done on the mitotic and meiotic chromosome spreads according to a study by . Total genomic DNA (gDNA) of A. cepa was used as blocking DNA and total gDNA of A. roylei was labeled with digoxigenin (DIG) using the DIG-Nick Translation Kit (Roche Applied Science, United States) according to the manufacturer’s instructions and used as a probe. The probe/blocking DNA ratio was ∼1:150. Signal detection was made with anti-DIG-fluorescein isothiocyanate (FITC) conjugate (Roche Applied Science). Chromosomes were counterstained with 4′,6-diamidino-2-phenylindole (DAPI) in Vectashield (Vector Laboratories, Oberkochen, Germany). Chromosome analyses were done using an Olympus AX70 microscope equipped with epifluorescence and a SensiCam B/W camera. Images were captured with Microimage software and processed with Adobe Photoshop version 6 software (Adobe Systems Corporation, San Jose, CA, United States). The proportions of A. roylei and A. cepa chromosomes in hybrids were tested against the assumption of a 1:1 ratio representing Mendelian inheritance. The number of A. roylei chromosomes was expressed as the proportion p of the total number of chromosomes within the cell and H0:p = 0.50 was tested by the one-sample t-test in R ().
To determine the positions of the crossovers along chromosomes in F2 and BC1 hybrids, we measured the lengths of introgressed segments and the lengths of both the arms of recombined chromosomes using the Scion Image software (Scion Corporation, Frederick, MD, United States). The difference in the distribution of crossovers between male meiosis and both the meioses was evaluated by comparing their distributions along chromosome arms divided into 10 segments (bins) of 10% of their length. Two empirical distributions were compared using the function ks.boot in the Matching library in R. The function uses a bootstrap version of the Kolmogorov–Smirnov test, providing accurate coverage even when the distributions being compared are not entirely continuous and ties occur in the dataset ().
A total of 50 pollen mother cells (PMCs) were evaluated in each of the meiotic stages (prophase I, metaphase I, anaphase I, and telophase I) in a single F1 A. cepa × A. roylei plant (PRI 93103).
Single Nucleotide Polymorphism Genotyping
The 104 F2 hybrids were genotyped using SNPs markers (all the 75 plants used for GISH karyotyping and 29 others from the same cross), as described previously (). Only markers enabling unambiguous discrimination of rr (homozygote for A. roylei allele), rc (heterozygote), and cc (homozygote for A. cepa allele) genotypes were selected. The statistically significant deviation of frequencies of three genotype classes in F2 hybrids from the theoretical 1 rr:2 rc:1 cc of Mendelian inheritance (H0) was assessed using multinomial test in R, separately for each SNP marker.
Results
Chromosomes of A. cepa Are Replaced by Those of A. roylei in F2 Hybrids
Among 75 individuals of the F2 generation, we detected a significant shift in genome composition from eight chromosomes of A. cepa plus eight chromosomes of A. roylei in the F1 genotype toward the A. roylei genome. However, homoeologous crossover events occurred complicating classification of parental chromosomes/genomes. Thus, we consider the origin of the chromosome based on the fluorescence signal spanning its centromeric region (Figure 1A). On average, there were 9.33 chromosomes of A. roylei—4.07 complete and 5.26 recombined (homoeologous recombination) and 6.67 chromosomes of A. cepa—1.69 complete and 4.97 recombined (Figure 2). This proportion of A. roylei and A. cepa chromosomes significantly deviated from the 1:1 ratio (two-sided one sample t-test, mean proportion p of A. roylei chromosomes ± SD: 0.58 ± 0.12, t = 6.11, df = 74, P < 0.001) and roughly accounts for the ratio of 1.4:1 of A. roylei vs. A. cepa centromeres (Supplementary Table 1).
FIGURE 1
FIGURE 2
Male vs. Female Meiosis
We analyzed the consequence of male meiosis by screening the BC1 generation (male sterile A. cepa ♀ × F1 hybrid ♂). Female meiosis could not be assessed in the same fashion, as all the attempts to produce seed from the reciprocal BC1 (F1 hybrid ♀ × A. cepa ♂) failed. Therefore, the contribution of female meiosis can only be assessed by subtraction of the detected effects of male meiosis from the combined contribution of both the sexes to the F2 generation. The number of crossovers per bivalent calculated from the frequency of recombined chromosomes among progeny was about the same: 1.81 ± 0.48 (mean ± SD) in male meiosis and 1.65 ± 0.38 in both the meioses (two-sided equal-variance t-test, t = −1.51, df = 91, P = 0.133). Similarly, the difference in numbers of crossovers per recombined chromosome was also non-significant: 1.35 ± 0.24 in male meiosis vs. 1.29 ± 0.16 in both the meioses (two-sided Aspin–Welch unequal-variance t-test, t = −1.08, df = 20.74, P = 0.292). It, therefore, appears that the recombination rate in male and female meiosis was the same (not different).
Based on the lengths of chromosome segments in recombined chromosomes and the positions of the crossover points, we were able to estimate the distribution of recombination events along the chromosomes. We did not include double crossovers (two crossovers in a single arm), as these are subjected to crossover interference () and may bias the overall results. However, two crossovers per chromosome, one in each arm, were included, as the centromere does act as a barrier to crossover interference. In this material, arms of a chromosome appear to be independent units in the process of crossing over (). The plants of the F2 generation (contribution of both the meioses) show a pattern of homoeologous recombination distributed unevenly along chromosomes, with a higher frequency in distal regions, except for the terminal bin and highly reduced frequency in proximal regions around centromeres. A reduction in homoeologous recombination in (sub)telomeric and (peri)centromeric regions was also observed in BC1 plants (male meiosis); the highest frequency was found in interstitial regions of the chromosome arms (Figure 3). The difference between male and both the meioses in the distribution of homoeologous recombination was statistically significant (two-sided two-sample Kolmogorov–Smirnov test, D = 0.7, bootstrap P = 0.007).
FIGURE 3
Male Meiosis Does Not Introduce the Bias in Genome Composition
Male meiosis of F1 seems to be regular with the formation of bivalents consisting of homoeologous chromosomes during prophase I (Figures 1C,D) and metaphase I. Ring bivalents predominated over rod bivalents (5.06 vs. 2.94 per cell), suggesting 1.63 crossovers per bivalent. In anaphase I, segregation of homoeologous chromosomes toward opposite poles without lagging chromosomes was observed and we observed a chromosome bridge in only one out of 50 cells (Figure 1E). Similarly, micronuclei were observed in only two cells out of 51 cells in telophase I, one being of A. cepa origin and the other seemed to be composed by chromatin of both the progenitors, probably as a result of homoeologous recombination (Figure 1F). These results demonstrate that male meiosis is fairly regular (Supplementary Figure 1).
The analysis of the BC1 (A. cepa ♀ × F1 hybrid ♂) provided us with an estimate of the effect of male meiosis on the genome composition of the progeny in A. cepa × A. roylei hybrids (Figure 1B). As the gamete (egg) of A. cepa had eight chromosomes of A. cepa, remaining chromosomes of the progeny had to come from male gamete (pollen grain) of the F1 hybrid. Once the F1 hybrids have eight chromosomes of A. cepa and eight chromosomes of A. roylei, a theoretical average constitution of a pollen grain is four chromosomes of A. cepa + four chromosomes of A. roylei. This is close to what we found among 21 plants of the BC1 generation: 11.86 chromosomes of A. cepa (eight of them being from the egg of A. cepa) and 4.19 chromosomes of A. roylei (Figure 2). With the assumption that female gamete contributed to the embryo with eight A. cepa chromosomes, the average genome composition of pollen grain is to be 3.86 A. cepa and 4.19 A. roylei chromosomes. The difference between the observed ratio and theoretical 1:1 ratios of Mendelian inheritance was non-significant (two-sided one-sample t-test, mean proportion p of A. roylei chromosomes ± SD: 0.52 ± 0.14, t = 0.63, df = 20, P = 0.537). While 20 plants were euploid with 16 chromosomes, one plant was aneuploid with 17 chromosomes. These results indicate that male meiosis produces viable gametes with almost equal proportions of parental chromosomes and does not significantly contribute to A. roylei genome dominance. By subtraction, it appears that female meiosis is likely the driving force of this phenomenon. Considering 3.86 chromosomes of A. cepa and 4.19 chromosomes of A. roylei transmitted by the pollen grain, the average egg cell must have contributed 2.81 A. cepa and 5.14 A. roylei chromosomes to achieve genome composition observed in the F2 hybrids (6.67 chromosomes of A. cepa + 9.33 chromosomes of A. roylei).
Genome Dominance Seems to Be Chromosome Specific
Single nucleotide polymorphism genotyping of 104 progeny provided another measure of the genome composition of the F2 hybrids along all the eight linkage groups representing individual chromosomes [based on genetic map of this population previously published as supplemental data by ]. We selected 119 SNP markers, which clearly distinguished all the three genotype classes: rr (homozygote for A. roylei allele), rc (heterozygote), and cc (homozygote for A. cepa allele) distributed over all the eight chromosomes (ranging from 8 to 24 per chromosome).
Unfortunately, positions of centromeres are not known on the genetic maps, which hamper direct comparison of GISH analysis and SNP genotyping. However, it is evident that results from SNP genotyping are in line with those from GISH: we observed 3,647 rr, 6,749 rc, and 1,691 cc genotypes. This can be translated into the ratio (3,647 × 2) + 6,749 r allele vs. (1,691 × 2) + 6,749 c allele or a ratio of 1.39 r:1 c. This is almost identical to the ratio obtained from the GISH results of centromeres (1.4:1), suggesting high fidelity of our results. However, the variability in the genome composition revealed by SNP genotyping was large between individual plants and ranged from 78.2 r:21.8 c (roughly 3.6:1) to 32.8 r:67.2 c (roughly 1:2).
When focusing on individual chromosome regions along the entire genomes, we found high variability in the genome composition and frequent statistically significant deviations from the Mendelian 1:2:1 ratio of rr:rc:cc genotypes as tested by multinomial test, separately for each SNP marker (Figure 4).
FIGURE 4
LG1: Entire chromosome displayed genome dominance of A. roylei. Distal parts of the chromosome showed non-significant deviation, while the segment between 18 and 81 cM was deviated significantly from the theoretical 1:2:1 in favor of the rr and rc genotypes (P < 0.01).
LG2: All but one marker showed a statistically significant deviation (P < 0.01) from the theoretical ratio of 1:2:1 toward the rr and rc genotypes.
LG3: There was a strong deviation from the 1:2:1 toward the rr and rc genotypes (P < 0.01 for eight out of nine markers).
LG4: There was a non-significant difference from 1:2:1 in the distal part of one arm (from 0 to 8 cM), while all the remaining segments of the chromosome displayed a shift toward rc heterozygote constitution (P < 0.001).
LG5: Approximately, one-half of the linkage group showed a non-significant deviation, while the other half displayed a significant deviation (P < 0.01) in favor of rr and rc genotypes. Interestingly, the distal part of the chromosome represented by three markers (from 0 to 20 cM) was one out of two regions of the genome displaying higher number of cc genotypes than rr genotypes (but the deviation is non-significant).
LG6: Approximately, one-half of the linkage group (from 0 to 64 cM) showed a non-significant deviation from the theoretical, while other half significantly deviated (P < 0.05) toward the rr and rc genotypes. A strong deviation (P < 0.001) was found at the distal part of the chromosome (from 95 to 120 cM).
LG7: Distal regions showed no significant deviation, while the interstitial part (from 10 to 50 cM) deviated from 1:2:1 toward the rr and rc genotypes (P < 0.05).
LG8: Three out of eight markers in the distal region of one arm show an excess of the cc genotypes (non-significant deviation from 1:2:1), while other parts deviated significantly (three markers) or non-significantly (two markers) from theoretical 1:2:1 toward the rr and/or rc genotypes.
Discussion
Cultivated crops are usually limited in diversity, by the domestication bottleneck and long-lasting selection. Thus, introgression of genetic diversity from alien sources, in general, or of alleles of agronomically beneficial loci never present in a crop or lost during the evolution and/or selection is a step toward the development of superior cultivars. In bulb onion (Allium cepa) breeding, alleles for downy mildew [caused by Peronospora destructor (Berk.) Casp.], leaf blight (caused by Botrytis squamosa Walker), and anthracnose [caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc.] resistance can be introgressed from a wild relative, A. roylei (
In hybrid onion A. cepa × A. roylei, homoeologous chromosomes pair and recombine, but there is only scarce information on the genome dominance. When compiling genetic maps of the parental species via genotyping of F2 hybrids (from the same cross as those in this study) with amplified fragment length polymorphism (AFLP) markers,
Based on our results and other reports, it appears that genome dominance is chromosome specific. In our previous study, we found that chromosome 5 of Festuca pratensis (F. pratensis) is more prone to be replaced by its Lolium multiflorum (L. multiflorum) homoeolog in L. multiflorum × F. pratensis allotetraploids than any other chromosome (
Despite the majority of the A. cepa genome being prone for replacement by A. roylei, there are two regions in A. cepa genome, which are transmitted at the frequency exceeding 50% in A. cepa × A. roylei hybrids. One of the regions is represented by three markers at positions 0.84, 17.49, and 19.68 cM on chromosome 5. The other segment showing > 50% transmission of A. cepa allele is represented by three markers at the distal part of chromosome 8 (at positions 13.65, 21.46, and 32.01 cM). One would expect a potential link between these two regions, such as trans-acting regulation of one by the other; however, comparison of the frequencies of the rr, rc, and cc classes suggests that these two regions segregate independently with no linkage. Interestingly, one would expect a segregation distortion for the segment carrying a lethal factor, previously identified at the distal end of chromosome 3 (
Recent studies have indicated that genome dominance at the chromosome level is caused by meiotic drive, a phenomenon of non-Mendelian transmission of chromosomes to the next generation. It is worth to mention differences between male and female meiosis. Male meiosis is symmetric and all the four products participate equally to successive generation. However, meiotic drivers increase the chance of the sperm cells carrying them to fertilize the eggs and, thus, violate the random transmission of sperm cells with or without the driver (
The first insight on the regularity of male meiosis in onion hybrids (A. cepa × A. roylei) has been provided by
Overall, our results indicate that in these hybrids, male meiosis does not contribute significantly, or not at all, to genome dominance and that it has to be female meiosis responsible for the shift toward roylei genome. This is in line with
The mechanisms underlying the female meiotic drive have been intensively studied in hybrid mice [reviewed in
Conclusion
This study reveals dominance of the A. roylei genome in hybrids with A. cepa. This dominance appears to be caused by the female meiotic drive; male meiosis seemed to be regular and produced gametes with equal proportion of chromosome from parental genomes and these chromosomes were randomly transmitted to progeny. SNP genotyping revealed that the drive had different strength across the genome, with some chromosome segments showing Mendelian segregation, while others showed statistically significant deviation from it. Meiotic drive may hamper introgression breeding in development of elite onion cultivars and cause instability of introgressed segment(s) in successive generations.
Further investigation of the centromeres/kinetochores using immunoGISH of the centromeric variant of histone H3 (CenH3) and kinetochore proteins and/or allele-specific expression profiling of genes involved in the establishment of the apparatus of the meiotic spindle may shed light on this phenomenon.
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Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author/s.
Author contributions
DK, OS, and JB conceived and designed the study. DK and JM performed GISH analyses of mitotic and meiotic chromosomes. OS made SNP genotyping. KB-M developed all the hybrids. MD provided statistical treatments. DK drafted the manuscript with contribution from OS, JM, and JB. All authors contributed to the final version of the manuscript.
Funding
This study was funded by the Czech Science Foundation (grant award 20-10019S) and by the European Regional Development Fund OPVVV project “Plants as a tool for sustainable development” number CZ.02.1.01/0.0/0.0/16_019/0000827 supporting Excellent Research at CRH.
Acknowledgments
We would like to thank Adam J. Lukaszewski (University of California, Riverside) for his critical reading and valuable comments.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2022.854127/full#supplementary-material
Supplementary Figure 1Meoitic configurations of A. cepa × A. roylei hybrids. GISH analysis showed regular homoeologous chromosome pairing in pachytene of prophase I (A) and metaphase I (B) and segregation of chromosomes to opposite poles during anaphase I (C) and reaching the poles in telophase I (D). Total guide DNA (gDNA) of A. roylei was labeled with digoxigenin (green color) and sheared DNA of A. cepa was used as blocking DNA (blue color).
Supplementary Table 1Results of genomic in situ hybridization (GISH) and single nucleotide polymorphism (SNP) analyses in Allium cepa (A. cepa) × Allium roylei (A. roylei) hybrids.
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Summary
Keywords
onion, meiotic drive, interspecific hybridization, homoploid, female meiosis, genome stability, homoeologous recombination
Citation
Kopecký D, Scholten O, Majka J, Burger-Meijer K, Duchoslav M and Bartoš J (2022) Genome Dominance in Allium Hybrids (A. cepa × A. roylei). Front. Plant Sci. 13:854127. doi: 10.3389/fpls.2022.854127
Received
13 January 2022
Accepted
09 February 2022
Published
10 March 2022
Volume
13 - 2022
Edited by
Dayun Tao, Yunnan Academy of Agricultural Sciences, China
Reviewed by
Chris Cramer, New Mexico State University, United States; Ludmila Khrustaleva, Moscow Timiryazev Agricultural Academy, Russia; Michael Havey, University of Wisconsin-Madison, United States
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© 2022 Kopecký, Scholten, Majka, Burger-Meijer, Duchoslav and Bartoš.
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*Correspondence: David Kopecký, kopecky@ueb.cas.cz
†These authors have contributed equally to this work
This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science
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