HORTSCIENCE 54(2):395–400. 2019. https://doi.org/10.21273/HORTSCI13739-18 range; var. brevistolon is of intermediate plant height, has stolons of medium length, has both leafy and leafless flowering stems, and Development and Characterization of occurs in the middle portion of the generic range (Nesom, 2001; Stuessy, 1973, 1977). Genic Microsatellites for the The relationships and generic limits of Chrys- ogonum have been a source of controversy, Ornamental Plant Green and Gold as has the circumscription of taxa within the genus (Gray, 1882; Nesom, 2001; Stuessy, 1973, 1977). An alternative taxonomy of (Chrysogonum virginianum) the genus was proposed (Weakley, 2015); it Marcin Nowicki1 recognized the ‘‘australe’’ entity at specific Department of Entomology and Plant Pathology, The University of rank, presumably because of its allopatry and distinct morphology, in contrast to pre- Tennessee, 2505 E J Chapman Drive, 370 Plant Biotechnology Building, vious categorization that overlooked that fact Knoxville, TN 37996-4560 (Nesom, 2001). Issues with subtribal relation- ships were resolved with molecular phyloge- Edward E. Schilling netic data, starting with the studies based on Department of Ecology and Evolutionary Biology, The University of enzymatic restriction of the chloroplast ge- Tennessee, 569 Dabney Hall, 1416 Circle Drive, Knoxville, TN 37996 nome that explored the phylogenetic position of Chrysogonum in the Heliantheae tribe Sarah L. Boggess, Logan C. Houston, Matthew L. Huff, (Panero and Jansen, 1997; Panero et al., and Margaret E. Staton 1999). Sequence-based studies analyzing the Department of Entomology and Plant Pathology, The University of nuclear ribosomal sequences of the internal Tennessee, 2505 E J Chapman Drive, 370 Plant Biotechnology Building, transcribed spacer and the external tran- scribed spacer provided support for removal Knoxville, TN 37996-4560 of all but one of the classically recognized Jayne A. Lampley species of Chrysogonum and placement of the genus Chrysogonum in subtribe Engelman- Department of Ecology and Evolutionary Biology, The University of niinae, together with Silphium L. and four Tennessee, 569 Dabney Hall, 1416 Circle Drive, Knoxville, TN 37996 other small genera (Clevinger and Panero, 2000). The genome sequence of C. virgin- Robert N. Trigiano ianum has not been reported, and before this Department of Entomology and Plant Pathology, The University of study only 14 sequences were available in the Tennessee, 2505 E J Chapman Drive, 370 Plant Biotechnology Building, National Center for Biotechnology Informa- Knoxville, TN 37996-4560 tion GenBank for the species. The species ploidy is assumed to be diploid (2N = 2· = 32; Additional index words. subspecies delimitation, genic SSR, population genetics Nesom, 2001; Solbrig et al., 1972), although some authors suggested it is tetraploid, based Abstract.ThegenusChrysogonum is native to the eastern United States. Three entities have on the relatively high base chromosome been recognized—either as three varieties of Chrysogonum virginianum or as two species, number (Stuessy, 1973). Only scant phyto- one of them with two varieties. The current study suggests that a fourth entity should be pathological information is available on recognized. Several forms of the complex are in commercial trade as ornamentals. As very Green and Gold and includes a recent report limited molecular information on Chrysogonum is available, we developed a set of genic on powdery mildew (Golovinomyces spadi- simple sequence repeat markers (eSSRs) from de novo transcriptome sequencing. We tested ceus; Trigiano et al., 2018a) and aerial blight a set of 17 eSSRs on a collection of C. virginianum genomic DNA samples from the three (Sclerotinia sclerotiorum; Trigiano et al., botanical varieties, and a new putative type observed in Tennessee, dubbed ‘‘Ocoee-type’’ 2018b). Green and Gold is used as a home for its geographic origin. The polymerase chain reaction and capillary electrophoresis garden ornamental plant in shady, moist areas analyses with downstream population genetics tools verified the usefulness of the eSSRs. By with several cultivars of all three taxa avail- applying this approach, we showed recognizable variation within Chrysogonum,althoughit able commercially, and some of them recog- did not correspond exactly to previous infraspecific classifications. Finally, as demonstrated nized by patents (Hawks, 2008; Hoffman et al., for the commercial cultivar Pierre included in the study, the eSSRs can be used for 2005). At the basal part of Green and Gold enhancing the future breeding or hybridization efforts of this ornamental plant. diaspores, there is an elaiosome, a fleshy, oil- bearing structure. Ants foraging on the elaio- somes contribute to the plant dispersal (Gaddy, The monotypic genus Chrysogonum 1986; Nesom, 1978). The plant flowering time Received for publication 6 Nov. 2018. Accepted (Linnaeus, 1754; Asteraceae: Heliantheae) was used as a marker of global climate change for publication 10 Dec. 2018. This study was funded fully by an Agricultural is native to the eastern United States. The in the Washington, DC area and was confirmed Research Service–U.S. Department of Agriculture single species currently recognized taxonom- toadvanceby31dover30yearsofstudies, grant (58-6062-6) to the Trigiano laboratory for ically is Chrysogonum virginianum L. (Green ranking it as the fifth most altered among the ornamental plants research. The funder had no role and Gold; Goldenstar), a perennial herb that 89 plant species investigated (Abu-Asab et al., in study design, data collection and analysis, de- produces small, bright yellow flower heads. 2001). cision to publish, or preparation of the manuscript. The following three botanical varieties of Among the neutral molecular markers, the Use of trade names is for identification purposes C. virginianum are separated by habit and microsatellites or simple sequence repeats only and does not imply their endorsement by the geographic location: var. virginianum has the (SSRs) are often used for population genetics authors or the study funding entities. The authors tallest plant height, lacks stolons, has leafy and (sub)species delimitation (Duminil and are grateful to the plant material collectors and herbaria for making them available to this study. flowering stems, and is found in the north- Di Michele, 2009; Dupuis et al., 2012; The RNA sequencing raw read files are available eastern portion of the generic range; var. Esfandani Bozchaloyi et al., 2017; Meudt as National Center for Biotechnology Information australe is the shortest, has prominent, long et al., 2009). Compared with the genomic Sequence Read Archive accession SRR8181940. stolons, leafless flowering stems, and occurs SSRs (gSSRs) developed on the nuclear 1Corresponding author. E-mail: [email protected] in the most southern and western part of the DNA sequences, the eSSRs are developed
HORTSCIENCE VOL. 54(2) FEBRUARY 2019 395 from the assembled transcriptomes (Ellis and Table 1. Chrysogonum virginianum collections included in the study.z Burke, 2007; Varshney et al., 2005). eSSRs DNA# C. virginianum var. Collector and voucher details Location Yr collected have become an attractive and efficient high- 3511 brevistolon Bailey & McCoy Scott Co., TN 2003 throughput molecular tool owing to compar- 4027 australe Rogers 2058-A Forrest Co., MS 1969 atively lower cost for their development from 4028 brevistolon McNeilus 00-489 Shenandoah Co., VA 2000 species lacking sequenced genomes. The 4029 australe Rogers 9437-A Wayne Co., MS 1974 eSSRs conserved in the transcriptomes usu- 4033 virginianum Filipczak 161 Alamance Co., NC 1980 ally display somewhat lower diversity in- 4036 brevistolon Panero 695 Scott Co., TN 1987 dices and higher conservation across taxa 4038 brevistolon Schell s.n. Greene Co., TN 1994 4039 brevistolon Gaylon & Schnabel 40873 Claiborne Co., TN 1967 than gSSRs (Ellis and Burke, 2007; Eujayl 4500 Ocoee-type Floden et al., 2879 Polk Co., TN 2016 et al., 2001; Varshney et al., 2002). 4501 Ocoee-type Floden et al., 2880 Polk Co., TN 2016 To better substantiate the current taxo- 4502 Ocoee-type Floden et al., 2881 Polk Co., TN 2016 nomic subspecies delineation in the com- 4580 brevistolon Schilling 95-1 * 2016 plex C. virginianum, we developed eSSRs 4581 Ocoee-type Schilling 16-05 Modoc Co., SC 2016 based on de novo RNA sequencing (RNA- 4582 virginianum Schilling DS1 Chatham Co., NC 2016 seq). We selected 17 eSSRs and assessed 4583 virginianum Schilling DS2 Wake Co., NC 2016 their utility using a collection of 32 genomic 4586 Ocoee-type Diggs s.n. Oakwood Co., GA 2016 DNA (gDNA) samples from the three cur- 4605 brevistolon Floden & Schilling 3046 Hancock Co., TN 2016 4608 brevistolon Floden & Schilling 3046 Hancock Co., TN 2016 rently recognized C. virginianum varieties 4609 brevistolon Floden & Schilling 3181 Clairborne Co., TN 2016 from the eastern United States and a recently- 4624 australe Garden plant * 2016 discovered putative new form (‘‘Ocoee-type’’) 4631 virginianum Schilling A1 Montgomery Co., NC 2016 first observed in eastern Tennessee. Our sur- 4632 virginianum Schilling B1 Montgomery Co., NC 2016 vey of Chrysogonum also included a sample 4633 virginianum Schilling A2 Montgomery Co., NC 2016 of the commercial cultivar Pierre, whose 4634 virginianum Schilling B2 Montgomery Co., NC 2016 varietal attribution was not described. The 4650 Ocoee-type Datillo s.n. Polk Co., TN 2016 purpose of this report was to present the 4768 australe McDonald 5864 (MO) Houston Co., AL 1967 results of the Chrysogonum eSSR develop- 4769 australe Kral 54955 (MO) Antaga Co., AL 1975 4770 Ocoee-type Kral 64940 (MO) McDuffie Co., GA 1980 ment and the initial results on variability 4771 Ocoee-type Kral 64940 Dawson Co., GA 1976 within the genus. 4772 Ocoee-type Kral 57573 Lumpkin Co., GA 1976 Chry_2 Ocoee-type Garden plant Blount Co., TN 2018 Materials and Methods Pierre virginianum Commercial source * 2018 zDNA# column marks the laboratory genomic DNA sample code. Variety was established following Plant materials and nucleic acids extraction. Nesom (2001). Herbarium voucher details, sample location information (*; garden plant of unknown Samples of C. virginianum were obtained to origin), and year of collection are listed. Individuals ‘Chry_2’ (serving for RNA extraction and RNA represent a variety of locations from through- sequencing) and commercial cultivar Pierre are in bold. out its range in the southeastern United States. Sources included herbarium specimens col- lected between 1967 and 2003 and living produced were assessed for read quality using gDNA. The PCR thermal profile used was as material collected 2016 through 2018. The the quality control program FastQC, which follows: initial denaturation at 94 C for samples (n = 31) belonged to the three cur- identifies base content, sequence quality, and 4 min, 10 touch-down cycles (94 C for rently recognized varieties assigned follow- sequence duplication in fastq files of interest 20 s, 65 C –1.0 C per cycle for 20 s, 72 C ing Nesom (2001) and the newly observed (Andrews, 2014). Adapter content was re- for 30 s), 30 cycles (94 C for 20 s, 55 C for putative ‘‘Ocoee-type’’ (Ocoee and Hiawassee moved using the trimming program Skewer 20 s, 72 C for 30 s), and final extension at River Valley samples, Tennessee). The ‘‘Ocoee- (Jiang et al., 2014) (minimum length: 30 bp, 72 C for 5 min. The PCR products were type’’is distinct in having a tapering, cuneate defaults used for all other parameters). To visualized using capillary electrophoresis leaf base similar to var. australe but lack- enable microsatellite identification, reads (QIAxcel Advanced Electrophoresis System; ing its distinctive long stolons. gDNA was were assembled using Assembly By Short Qiagen) and analyzed using a 25 to 500 bp isolated from dried leaves (herbarium spec- Sequences (ABySS), specifically its paired- DNA size marker and an internal 15/600 bp imens) or fresh leaf material (Table 1) using end option, abyss-pe, using a k-mer size of alignment marker. The 17 best-performing the DNA Plant Mini Kit (Qiagen, German- 81 and default settings for all other options eSSRs (four di-, eight tri, and five tetra-motif town, MD), according to the manufacturer’s (Simpson et al., 2009). Low-complexity re- repeats) based on agreement with the pre- protocol. A single leaf sample from a gions of the transcriptome were masked out dicted size and one or two unambiguous home garden (a morphologically typical C. with Dustmasker, with a level of 1, before alleles, were selected and used for genotyping virginianum of the ‘‘Ocoee-type,’’ collected finding SSRs within the assembly (Morgulis of the C. virginianum gDNA collection. The and transplanted from the Hiawassee River et al., 2006). This study used a custom perl resultant dataset was binned into allelic clas- Valley, TN; ‘Chry_2’, Maryville, TN, col- script to identify SSRs and call primers with ses using FlexiBin (an MSExcel macro; Amos lected 2018 and stored on dry ice) was also Primer3 (Staton and Ficklin, 2018; Untergasser et al., 2007). included. The gDNA of this sample was et al., 2012). This script searched for di-, tri-, Estimation of the hierarchical fixation isolated from leaf tissue using the DNA andtetra-repeatingmotifswithanamplified indices and population structure. The binned Plant Mini Kit (Qiagen) according to the fragment range of 100 to 250 bases. dataset was analyzed for an array of popula- manufacturer’s protocol. A leaf sample of eSSR screening and plant gDNA collection tion genetics parameters. To estimate the the same living plant was also processed for genotyping. From the developed eSSRs, we basic indices, including number of alleles total RNA using the Ribospin II kit (GeneAll initially screened a pool of 50 primer pairs per locus, observed and expected heterozy- Biotechnology, Seoul, Korea) as per the (20 of di-, 20 of tri-, and 10 of tetra-motif gosity, evenness, Shannon’s diversity index, manufacturer’s protocol. repeats) on the gDNA sample whose leaf was and allelic richness (defined as the number of De novo sequencing and development of also used for RNA isolation and sequencing alleles divided by the number of samples eSSR markers. The RNA of C. virginianum (‘Chry_2’). The polymerase chain reaction without missing data at that locus), we used specimen ‘Chry_2’ was submitted for Illu- (PCR) reaction volume was 10 mL and the following packages: poppr (Kamvar mina MiSeq [pair-end 2 · 250 base pairs included 5 mLof2· AccuStart II PCR et al., 2014, 2015), hierfstat (Goudet, 2005; (bp)] sequencing (GeneWiz, South Plain- SuperMix (Quanta BioSciences, Inc., Beverly, Goudet et al., 1996), and strataG (Archer field, NJ). RNAseq data for C. virginianum MA), 0.25 mM of each primer, and 4 ng of et al., 2017) in R version 3.4.3 (The R Core
396 HORTSCIENCE VOL. 54(2) FEBRUARY 2019 Team, 2014). Gene flow (Nm) was estimated collection, or, given the growth habit, the (Fig. 2B). High gene flow calculated for our using GenAlEx version 6.503 (Peakall and plants may be relatively inbred. The very low C. virginianum collection (Nm = 1.68) likely Smouse, 2012). The package poppr in R was value for Shannon’s diversity index (1.17) had a smoothening effect on the allele fre- used for calculations of the (pairwise) link- indicative of generally low allele species quencies, rendering high values of the even- age disequilibrium. Discriminant Analysis richness/evenness and far from saturating ness index. All these characteristics, however, of Principal Components (DAPC) was per- the expected species diversity, may have must be taken with caution owing to the formed in R using the package adegenet stemmed from the same relatively low sam- limited sampling and, although promising, version 2.1.1 (Jombart et al., 2010, 2018) ple number in this study. The same limitation certainly needs to be confirmed in a large- and included cross-check and optimization also applied to the relatively high values of scale study. by 1000 permutations over principal compo- the eSSR evenness indices, ranging from 0.56 Despite the low number of samples in- nents number ranging from 1 to 32. to 0.96, with a mean of 0.74. Very high values cluded in this study, we achieved reliable of the Wright’s fixation index (F) implied an separation of some of the C. virginianum Results and Discussion excess of homozygosity relative to that ex- varieties with DAPC (Fig. 3). Specifically, pected under the Hardy-Weinberg equilli- we observed distant placement of the var. C. virginianum transcriptome and eSSR brium of the varieties of C. virginianum, australe from the other varieties, and a development and screening. After pre- despite rather strong support for the out- possible emergence of an additional new botan- processing the RNAseq data through Skewer, crossing mode of this plant reproduction ical variety, tentatively dubbed ‘Ocoee-type’ 7,054,370 of the initial 7,145,419 read pairs were available for further analysis; of these, 991,875 were trimmed using Skewer, and 6,062,495 did not require trimming. The assembly generated by running ABySS on these remaining reads contained 841,375 scaffolds. A total of 4940 SSRs with primers were identified from the C. virginianum as- sembled transcriptome; of these, 3162 were dinucleotide repeats, 995 were trinucleotide repeats, and 783 were tetranucleotide repeats. All unique di-repeat SSR types were discov- ered. Similarly, of 60 unique tri-repeat SSRs, only [AGT]n-types (and their redundant iter- ations) were missing in the assembled tran- scriptome of C. virginianum. From among the total of 252 unique tetra-SSRs, only 118 were discovered in the assembled transcrip- tome of C. virginianum with at least one SSR present. The number of SSRs that yielded primers as per our algorithm corresponded with their respective counts of SSRs dis- covered in the assembled transcriptome, Fig. 1. Genic simple sequence repeats (eSSRs) discovered in the transcriptome of Chrysogonum regarded both in the repeat-length fashion, virginianum ‘Chry_2’. Assembled RNA sequencing reads were screened for presence of di-, tri-, or repeat-motif (Fig. 1). Similar to other and tetra-motif repeat SSRs. Frequency (counts) of top 20 eSSR nonredundant motifs found in the studies (Arias et al., 2011), the most frequent assembled transcriptome are depicted in white; SSRs with primers constructed as per our algorithm are SSRs were di-repeats with [GC]n ranking shown in gray. Insert: Frequency (counts) of di-, tri-, and tetra-motif repeat eSSRs. Note: Frequencies the lowest among them. In contrast to other of nonredundant tetra-repeat eSSRs were not inspected before devising the primers for them. bp = base Asteraceae plants (Peng et al., 2014), the pair. tetra-repeat SSRs occurred almost as fre- quently as the tri-repeat SSRs and were among the most frequently discovered in the unique motif manner. C. virginianum eSSR characteristics and varietal distances. Based on the genotyping dataset accrued, the used eSSRs are well dispersed over the C. virginianum genome (Fig. 2A). The small range of pairwise values of Index of Association r d (from –0.2 to 0.3) corroborates this result. Furthermore, the overall value of r d = 0.014 (P = 0.083) (Fig. 2B) indicative of the outcrossing mode of reproduction, is in agreement with the species biology (Nesom, 2001; Stuessy, 1973, 1977). With regard to the diversity indices cal- culated, the selected 17 eSSRs detected from 4 to 15 alleles per locus with a mean of 8 (Table 2). The allelic richness ranged from Fig. 2. Linkage disequilibrium of the tested genic simple sequence repeats (eSSRs) of Chrysogonum 0.09 to 0.52, with a high cumulative mean virginianum.(A) Pairwise Index of Association (rd) was tested to infer the eSSR distribution over C. of 0.32. The observed heterozygosity (0.26) virginianum genome by the feature of the probability of their cosegregation. The rd values are color- was much lower than the expected heterozy- coded, according to the legend depicted on the right side. (B) Collection-wise rd was inferred over 1000 gosity (0.70). This was likely derived from permutations of the entire dataset (n = 32). The overall rd (black dashed line) and the corresponding the low number of accessions present in this P value are denoted.
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Table 2. Characteristics of 17 microsatellite loci (eSSRs) developed for Chrysogonum virginianum.z
eSSR locus GenBank# Primer sequences Repeat motif % Allele size range [bp] N AR Ho He F H’ Nm E eChry01 MK124548 CCTTCTGCAATGGTTGAATGGG [TG]6 97 172–191 7 0.23 0.71 0.71 –0.11 1.13 1.24 0.69 TGACTTACCAGCTCAAATTGCG eChry08 MK124549 GGTCAGCCCATTTAGATTTGG [AT]6 100 191–214 8 0.25 0.38 0.75 0.47 1.32 1.49 0.70 CAATGCTGTACAAGACCGTGC eChry09 MK124550 TTCCCTGTTCTCACATGATCC [TA]9 88 157–200 13 0.46 0.14 0.90 0.85 1.54 1.24 0.88 GAGATGCTGAGACTCCCTGC eChry18 MK124551 GTAGGACCGACTTGAGAACCG [TA]6 91 257–295 7 0.24 0.17 0.62 0.48 0.86 0.59 0.56 CGTATCAGTCGCTACCTGTCC eChry22 MK124552 TCGTGTATGGGCATCTCTTGG [GTG]6 100 348–361 6 0.19 0.06 0.80 0.88 1.42 2.69 0.90 TCAGCTTCACTTGGTTCCTCC eChry24 MK124553 TCGTGTATGGGCATCTCTTGG [GTT]6 100 318–330 5 0.16 0.03 0.68 0.92 1.02 1.42 0.80 CGCGCACACAACTTGAAACG eChry26 MK124554 GACGGGAAAGAGTGAAATGGG [TTA]7 72 207–263 12 0.52 0.26 0.89 0.78 1.45 1.06 0.87 GCTCATAAACCTAGGTCGGTAGG eChry28 MK124555 TCTGTGAATGCTGAAGGTGGG [TAA]6 97 202–221 7 0.23 0.13 0.80 0.76 1.11 0.93 0.85 GGTGTCTCCTGTTGTGTTCCC eChry33 MK124556 CATCACTCCCTCAGAGAAGGC [TTC]9 100 130–156 10 0.31 0.66 0.85 0.29 1.61 2.21 0.87 ACCATCAAGCTCATCTGACCC eChry34 MK124557 TGAGGCTTTCTGAAGGACACG [ACT]6 100 108–117 4 0.13 0.12 0.48 0.80 0.72 1.45 0.70 GTTGCAGGGAAGTTTGAAGCC eChry35 MK124558 AGAGCATTATGAACACATTCCCG [AAT]9 100 228–289 15 0.47 0.72 0.91 0.16 1.96 3.09 0.86 GCAGTCAATGTTACAGTGAGGG eChry37 MK124559 AGGACCGTGACATAAAGTTTGC [ATA]6 97 121–136 6 0.19 0.48 0.82 0.47 1.36 1.57 0.96 AGGGAGAATGGTTTGACAGGC eChry41 MK124560 GGCTATCCAATACACATTCCCG [AATA]4 100 143–181 9 0.28 0.62 0.80 0.18 1.54 2.52 0.76 AGGAGGTCCTGCCCTAAAGG eChry42 MK124561 GGTGGGTCAAACCTATAGGCC [GATT]4 100 137–144 3 0.09 0.00 0.12 1.00 0.18 2.76 0.42 ATCGAATGAGGTTTGACTGCG eChry43 MK124562 GGAACTCAAAGATGCAGCTGC [AATT]5 100 206–245 10 0.31 0.34 0.67 0.32 1.11 0.60 0.56 ACGTACACCAAATAGATTCGGG H eChry44 MK124563 AAGACGGGTAACTTCAGGG [TTTA]4 91 137–156 6 0.21 0.34 0.48 0.25 0.73 3.04 0.52 ORT AAATGGTCGTGAGTTCTCACC
S eChry45 MK124564 TGATTCCATGATGCGAGGATCC [TATT] 88 295–340 5 0.18 0.25 0.65 0.70 0.86 0.73 0.75
CIENCE 4 TACACATCACGTATGCGAGGC Mean 95 8 0.32 0.26 0.70 0.53 1.17 1.68 0.74 z V Shown for each locus are the GenBank accession number, the forward and reverse primer sequences, repeat motif, percent of the 32 samples amplified (%), allele size range [bp], number of alleles (N), allelic richness (AR = OL number of alleles for a given locus divided by the number of samples without missing data at that locus), observed (Ho = frequency of heterozygous individuals per locus averaged over number of sampled loci) and expected 42 F 54(2) . heterozygosities (He = a measure of genetic diversity less sensitive to allele species richness), Wright’s fixation index (F = a measure of inbreeding), Shannon’s diversity index (H’ = increases together with both richness and evenness of the species present), gene flow (Nm), and evenness (E; relative abundance of allele species). bp = base pair; eSSR = genic simple sequence repeat. EBRUARY 2019 Segatto et al., 2017). The tentative assignment of the commercial cultivar Pierre to the large cluster with samples of vars. virginianum and brevistolon (which are not distinguished here) serves as proof of concept for such analyses in the C. virginianum subspecies complex. Al- though our collection did not allow for reliable distinction between those two varieties, we postulate that the eSSRs developed in this study can serve such a general purpose. Thus, an investigation using broader sampling of C. virginianum specimens may clarify the taxonomic classification of the genus at the lowest ranks (Nesom, 2001; Stuessy, 1973, 1977). In addition, this might lead to changes of varietal circumscriptions (Clausen et al., 1939; Duminil and Di Michele, 2009; Lowry, 2012). In conclusion, our de novo eSSR markers provide a material progress in the analyses of C. virginianum complex in several aspects. As exemplified with the analyzed collection, the eSSRs can be used for species diversity studies, including conservation research. By applying the eSSR genotyping and down- stream analyses, we achieved reliable separa- tion of the Chrysogonum varieties, confirmed the molecular distinction of a tentative new variety, and postulated an enhanced separa- tion for the vars. virginianum and brevistolon. Finally, as demonstrated for the commercial cultivar Pierre, the eSSRs can be used for enhancing the future breeding or hybridization efforts of this ornamental plant.
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HORTSCIENCE VOL. 54(2) FEBRUARY 2019 399 (Asteraceae: Heliantheae) based on ITS and Jombart, T., Z.N. Kamvar, C. Collins, R. Lustrik, Segatto, A.L.A., M. Reck-Kortmann, C. Turchetto, ETS sequence data. Amer. J. Bot. 87:565– M.-P. Beugin, B.J. Knaus, and M.T. Jombart. and L.B. Freitas. 2017. Multiple markers, niche 572. 2018. Package ‘adegenet’. Github repository: modelling, and bioregions analyses to evaluate Duminil, J. and M. Di Michele. 2009. Plant species
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