Literature DB >> 30386715

Identification and development of microsatellite markers in Hamamelis mollis (Hamamelidaceae).

Qianyi Yin1, Cuiying Huang1, Yanshuang Huang1, Sufang Chen1, Huagu Ye1, Qiang Fan1, Wenbo Liao1.   

Abstract

PREMISE OF THE STUDY: Hamamelis mollis (Hamamelidaceae) is a Tertiary relict species endemic to southern China. Polymorphic microsatellite markers were developed to reveal the genetic diversity of this species. METHODS AND
RESULTS: The genome of H. mollis was sequenced and de novo assembled into 642,351 contigs. A total of 72,097 paired primers were successfully designed from 80,282 simple sequence repeat (SSR) markers identified in 63,419 contigs. PCR amplification showed that 96 of the 136 synthesized primers could be successfully amplified, and 22 demonstrated polymorphism. The mean number of alleles, levels of observed heterozygosity, and levels of expected heterozygosity were 4.602 ± 0.140, 0.632 ± 0.020, and 0.696 ± 0.010, respectively. The majority of the 96 primer pairs could be amplified in at least one other Hamamelidaceae species, including Distylium myricoides (60), Loropetalum chinense (39), Exbucklandia populnea (24), and E. tonkinensis (24).
CONCLUSIONS: These microsatellite loci provide abundant genomic SSR markers to evaluate genetic diversity of this woody ornamental plant.

Entities:  

Keywords:  Hamamelidaceae; Hamamelis mollis; conservation genetics; microsatellite marker; shotgun genome sequencing

Year:  2018        PMID: 30386715      PMCID: PMC6201723          DOI: 10.1002/aps3.1189

Source DB:  PubMed          Journal:  Appl Plant Sci        ISSN: 2168-0450            Impact factor:   1.936


Hamamelidaceae comprises six subfamilies and approximately 30 genera and 140 species distributed in subtropical to temperate regions of both the Old and New World (Li et al., 1999). The fossil record of Hamamelidaceae shows that the early members of this family were present during the Late Cretaceous of the Northern Hemisphere, yet many of them disappeared at higher latitudes due to global cooling during the Late Tertiary, which was further accelerated during Quaternary glaciation. Currently the family contains many isolated and diverse genera, most of which are Tertiary relicts (Zhang and Lu, 1995). Subfam. Hamamelidoideae contains about 19 genera and 72 species. Within the subfamily, Hamamelis Gronov. ex L. consists of four to six species distributed disjunctly between eastern Asia (two species) and eastern North America (two to four species) (Wen and Shi, 1999). Fossil leaves of Hamamelis have been found from the Paleocene in both the Old and New World (Wolfe, 1966). The modern distribution of Hamamelis is much narrower at present than the wider past distribution indicated by the fossil record (Zhang and Lu, 1995). For example, H. mollis Oliv. is present today only in central and southern China (Zhang and Lu, 1995), where it occurs at elevations of 600–1600 m. It is often planted as an ornamental tree in China. Knowledge of the genetic characteristics of species, such as genetic diversity and population structure, is vital for the management of effective conservation strategies for relict species. For subfam. Hamamelidoideae, some simple sequence repeat (SSR) markers have been developed for Fothergilla ×intermedia Ranney & Fantz (Hatmaker et al., 2015), Chunia bucklandioides H. T. Chang (Meng et al., 2016), Distylium lepidotum Nakai (Sugai and Setsuko, 2016), and Sinowilsonia henryi Hemsl. (Li et al., 2017), yet PCR amplifications have showed low transferability of these SSR markers to H. mollis (Q. Yin, S. Chen, Q. Fan, and W. Liao, unpublished). In this study, a total of 22 polymorphic genomic SSR markers were developed for H. mollis for further use in conservation measures. These are the first SSR primers designed for this species.

METHODS AND RESULTS

Fresh leaves were collected from one seedling of H. mollis sampled from Juqiushui, Hunan Province, China (Appendix 1), and transplanted to the greenhouse of Sun Yat‐sen University, Guangzhou, Guangdong Province, China. The cetyltrimethylammonium bromide (CTAB) method of Doyle and Doyle (1987) was used to extract total genomic DNA. The DNA library was constructed with the VAHTS Universal DNA Library Prep Kit for Illumina (Vazyme Biotech Co., Ltd., Nanjing, Jiangsu Province, China) according to the manufacturer's protocol and was subsequently sequenced with the HiSeq X Ten System (Illumina, San Diego, California, USA). This yielded a total of 25.45 million high‐quality 145‐bp paired reads. Reads were filtered using NGSQCToolkit_v2.3.3 (Patel and Jain, 2012) by removing low‐quality reads (i.e., containing unknown bases [N] or more than 10% of nucleotides with Q value ≤20). Filtered reads were de novo assembled into 642,351 contigs using Edena v3.131028 with the default parameters (Hernandez et al., 2008). The average length of the contigs was 541 bp and the N50 value was 311 bp. The filtered raw data and the assembled contigs were deposited in the National Center for Biotechnology Information's (NCBI) GenBank database (BioSample: SAMN09010486, BioProject: PRJNA454742, Sequence Read Archive: SRR7110723, Transcriptome Shotgun Assembly: GGNJ00000000). The SSR repeat motifs containing two to six nucleotides across these contigs were identified using the MISA tool (Thiel et al., 2003) with the default parameters except that mononucleotide repeats were removed from analysis. A total of 95,585 SSRs were found across 75,595 contigs. Among these SSRs, the most common motifs were dinucleotide repeats (76.75%), followed by tri‐ (17.70%), tetra‐ (3.89%), penta‐ (1.15%), and hexanucleotide (0.51%) repeats. Primer 3.0 (Rozen and Skaletsky, 1999) was used to design SSR primers with default parameters. This yielded a total of 72,097 primer pairs across 63,419 contigs. Of these primer pairs, 136 with high, medium, and low repeats were selected randomly for further characterization. A total of 80 individuals of H. mollis were collected from four natural populations in China (Appendix 1) to test the levels of polymorphism in the target SSR loci. The transferability of these SSR primers was also tested in four other species of Hamamelidaceae (eight individuals of each species; Appendix 1): Distylium myricoides Hemsl. (subfam. Hamamelidoideae), Loropetalum chinense (R. Br.) Oliv. (subfam. Hamamelidoideae), Exbucklandia populnea (R. Br. ex Griff.) R. W. Br. (subfam. Exbucklandioideae), and E. tonkinensis (Lecomte) H. T. Chang (subfam. Exbucklandioideae). DNA was extracted from silica‐dried leaves of all individuals using the CTAB method described above. In the first PCR trial, all 136 primer pairs were amplified for two individuals randomly selected from each population. PCR amplifications were performed according to Fan et al. (2013) and were inspected using 10% agarose gel electrophoresis. Among all primer pairs, 96 were successfully amplified across the eight test individuals with the expected product size (NCBI accessions: MH167492–MH167587). The Fragment Analyzer Automated CE System (Advanced Analytical Technologies [AATI], Ames, Iowa, USA) was used for genotyping, using the Quant‐iT PicoGreen dsDNA Reagent Kit (35–500 bp; Invitrogen, Carlsbad, California, USA). Fragment sizes were analyzed using PROSize version 2.0 (AATI). The results showed 22 polymorphic loci across all eight individuals (Table 1) and 74 monomorphic loci (Appendix 2).
Table 1

Characteristics of 22 polymorphic EST‐SSR loci developed for Hamamelis mollis

LocusPrimer sequences (5′–3′)Repeat motifProduct size (bp)Allele size range (bp) T a (°C)GenBank accession no.Putative function
H4F: ACACCTAATTCGCAGGCATC(AAAAAT)6 215191–22760MH167495 Swertia tetraptera microsatellite ST40 sequence
R: ATGAAGTGGCATTCGGAAAC
H7F: TTGATGGGTTTTGTGGGAAT(GAAAA)8 238218–23862 MH167497 PREDICTED: Glycine max homeobox‐leucine zipper protein HOX11‐like (LOC100805312), mRNA
R: TGAACCACGGAACAAAACAA
H11F: TCAACCATGAGTGTGTACCTAGC(ATAC)11 243231–24760 MH167500 Chrysanthemum ×morifolium microsatellite JH‐1484 sequence
R: CCTCTAATCACAGGCAACCAA
H22F: CATGGGTTACGGCTGTCTTT(ATC)15 237217–25060 MH167508 PREDICTED: Ziziphus jujuba uncharacterized LOC107420631 (LOC107420631), mRNA
R: TGCTGGTACTAACCTTGGGG
H52F: ATGCCAAGGAGAGGGAAAAT(AAT)9 184172–18160 MH167529 NOT FOUND
R: GCTTTTTATGCTTTAGGTTTCTGC
H54F: AAACCGAAAGAAAGCACAACA(AAT)9 222208–21960 MH167530 NOT FOUND
R: GGGTTTTAAGCTTGCCATGT
H57F: CCTGGATAATGGAGAGCCAA(TC)23 242226–24260 MH167533 PREDICTED: Durio zibethinus amino acid transporter AVT1I‐like (LOC111317757), mRNA
R: TTTTTGTGTTGCATTACGTGC
H63F: TATATGCGCAGTGGAGCAAA(GAGCAA)6 237213–24360 MH167537 NOT FOUND
R: TGCCCATTAACACTGGTTCA
H64F: TCCAAGTAAAGGATCCGAACTC(CTTTTT)6 251233–25762 MH167538 NOT FOUND
R: TTGGCTATTGATGGTGCTTT
H67F: GATTTTGTGCATGTTTCCCC(AGCCCA)5 236212–24260 MH167540 NOT FOUND
R: AGGGGGTATCGGTGATTGTT
H71F: TGTCAACTGGAACATCAAGGA(AAATA)6 255240–26060 MH167543 NOT FOUND
R: TGTTTCTGAGTGTCCCAACCT
H77F: CCAGCTTGGAGTACACATGG(AC)18 174164–17860 MH167548 NOT FOUND
R: GAGGGATGCCTTTAACACCA
H86F: ATAGCAGAACCAGGCACCAG(AAG)12 274265–28365 MH167555 NOT FOUND
R: TTCATTAGTCACCGGAAGGC
H94F: TGGAAAACGGACAGAGTGAA(AAAT)5 225217–22960 MH167560 NOT FOUND
R: GCCATTCATTGGCTTTTTGT
H99F: ATCGCTAACCCGCTCCTAAT(CCAGG)6 250220–25060 MH167561 NOT FOUND
R: TTCAGCTAGCAAATAAGATTGACC
H103F: GAATGCATGTGACTGATGGG(CTTTT)6 220210–22560 MH167563 NOT FOUND
R: TTGCTTTCCTTTTCCATTGC
H115F: ATGGGCGAAAAAGATTGTTG(CTC)12(CTT)5 237222–24062 MH167570 NOT FOUND
R: GCCTTCACGTCCTCACAAAT
H122F: GTTTGGACACGCTCGTCATA(AAT)8…(AAT)6 211211–23260 MH167575 NOT FOUND
R: CCATCTCTGTCCTTGCATGA
H126F: TGAAAGAAACGTCACCCTCC(TCT)7…(GAA)5… (AAG)5 279264–28260 MH167579 Botryotinia fuckeliana T4 SupSuperContig_200r_370_1 genomic supercontig
R: GATCGTCATCATCACAACCG
H130F: GGCCTTCCAACGGTCATATT(TTGAGT)5…(TTTGAG)5 258263–28262 MH167582 NOT FOUND
R: AGGGAGGCATGTCAATTCAT
H131F: GGGAAAAAGAAGAAGGAGAAGG(AGA)10 255246–27060 MH167583 NOT FOUND
R: GCCTTGTTTGGCATTGAACT
H132F: GCATTTGGTTGCGGTTAGAG(TAT)10 272266–28760 MH167584 NOT FOUND
R: TCTACCAGGGGTGGAAGAGA

T a = annealing temperature.

Characteristics of 22 polymorphic EST‐SSR loci developed for Hamamelis mollis T a = annealing temperature. For these 22 polymorphic SSR loci, PCR amplification was performed for all individuals in the four populations of H. mollis. Linkage disequilibrium, departure from Hardy–Weinberg equilibrium (HWE), the average number of alleles per locus (A), the observed heterozygosity (H o), and the expected heterozygosity (H e) were calculated using GenAlEx version 6.5 (Peakall and Smouse, 2012). No pairs of loci showed linkage disequilibrium after a sequential Bonferroni correction for multiple tests, indicating that the 22 markers can be considered independent markers. Significant deviations from HWE were detected in five loci in the DLL population and four loci in the YS population (Table 2). In the DLL population, A ranged from three to eight, H e ranged from 0.515 to 0.838, and H o ranged from 0.000 to 1.000. In the TMS population, A ranged from three to eight, H e ranged from 0.445 to 0.829, and H o ranged from 0.000 to 0.858. In the WGS population, A ranged from three to seven, H e ranged from 0.445 to 0.788, and H o ranged from 0.000 to 0.850. In the YS population, A ranged from two to six, H e ranged from 0.320 to 0.788, and H o ranged from 0.000 to 0.950.
Table 2

Polymorphism in 22 SSR loci across four populations of Hamamelis mollis.a

LocusDLL (n = 20)TMS (n = 20)WGS (n = 20)YS (n = 20)
A H o H e b A H o H e b A H o H e b A H o H e b
H440.650.74450.500.64170.550.71550.600.734**
H730.450.54050.700.75950.650.73150.700.773
H1130.400.51530.500.62430.550.66020.450.439
H2280.550.853* 80.650.78460.650.78850.700.788*
H5240.500.62930.650.66030.550.65430.550.595
H5450.450.665** 40.700.72650.700.78140.550.716
H5770.600.77550.860.76160.700.77530.650.635
H6350.600.66530.700.63650.750.73640.550.648*
H6450.850.77540.700.74140.850.69640.600.701
H6760.650.77160.650.749* 50.650.73950.750.709
H7130.550.61440.550.67140.700.729* 30.500.609
H7770.600.83870.650.75950.600.72650.550.741
H8650.650.70640.700.68540.600.64840.650.736
H9440.550.64430.600.65140.550.64330.650.629
H9951.000.693* 50.900.70940.800.70550.650.673
H10330.550.60940.750.73840.600.72940.700.748
H11570.550.71960.750.76560.650.81350.800.738
H12260.950.779* 60.850.82970.850.80860.950.765
H12640.600.55970.800.82950.700.76950.750.765
H13030.000.645*** 30.000.445*** 30.000.445*** 20.000.320***
H13150.550.756* 40.700.67950.750.72640.650.701
H13240.850.68650.750.71150.750.73540.800.636

A = number of alleles; H e = expected heterozygosity; H o = observed heterozygosity; n = number of individuals collected for each population.

aVoucher and locality information are available in Appendix 1.

bSignificant deviations from Hardy–Weinberg equilibrium after sequential Bonferroni corrections: *represents significance at the 5% nominal level; **represents significance at the 1% nominal level; ***represents significance at the 0.5% nominal level.

Polymorphism in 22 SSR loci across four populations of Hamamelis mollis.a A = number of alleles; H e = expected heterozygosity; H o = observed heterozygosity; n = number of individuals collected for each population. aVoucher and locality information are available in Appendix 1. bSignificant deviations from Hardy–Weinberg equilibrium after sequential Bonferroni corrections: *represents significance at the 5% nominal level; **represents significance at the 1% nominal level; ***represents significance at the 0.5% nominal level. Finally, transferability tests indicated that the majority of the 96 loci could be amplified in at least one other Hamamelidaceae genus. Specifically, we found that 60, 39, 24, and 24 paired primers amplified in D. myricoides, L. chinensis, E. populnea, and E. tonkinensis, respectively, and 24 amplified in three of the four species (Table 3).
Table 3

Cross‐amplification success and fragment size ranges (in base pairs) for 96 SSR markers in four Hamamelidaceae species.a

Locus Distylium myricoides Loropetalum chinense Exbucklandia populnea Exbucklandia tonkinensis
H1159177–183171–177189
H2
H3234–240
H4197233
H5155101125–137131–143
H7
H8
H10227
H11203
H13
H14232–240224–228
H15232–236
H17208172–176192192–196
H18207
H19218–224248197197
H20255
H22268–271196190
H23243225–228168168
H25292–295303253–256262
H26195–198234246246
H27254–263278–281293272–275
H28199
H33254–258266286–290294
H34114
H36
H38308–312256–264
H39276–280237241–245245
H40222262
H41246–250202–206214–218210
H42248
H43
H44201
H46277265
H47291–297264–270
H48287
H49200–203
H50
H52145193
H54199234
H55
H56188
H57210
H58208232174174
H59223
H62245203
H63207–212
H64
H65106–109122
H67
H68300–305245
H70297–302282242242
H71220
H72242–252232
H73183
H74
H76277–281233
H77
H79
H80212–216164–166154154
H81269281–283213221–223
H83125–129
H84218256252–256
H85
H86
H88154
H91267–271
H92233–241225225
H93243–247
H94197
H99
H100131
H103
H105214–219244
H108200
H110
H111195–199231–239227227–235
H112242–250212
H113
H115204
H117136–140176
H118299
H119254–258266–270
H121233
H122196–199
H123
H124
H125235–238
H126
H127275–281
H129219
H130221–233245251
H131
H132
H133
H135241–250292–195301–307
H136108165

— = primers could not be amplified in any individual.

Voucher and locality information are available in Appendix 1.

Cross‐amplification success and fragment size ranges (in base pairs) for 96 SSR markers in four Hamamelidaceae species.a — = primers could not be amplified in any individual. Voucher and locality information are available in Appendix 1.

CONCLUSIONS

We have developed a number of useful new primers for assessing genetic diversity in H. mollis and potentially numerous other Hamamelidaceae taxa. These loci will aid in future conservation genetics efforts across the family.

AUTHOR CONTRIBUTIONS

W.B.L. and Q.F. designed the research. Y.S.H. and H.G.Y. collected samples. C.Y.H. designed the primers. C.Y.H. and Q.Y.Y. generated the data. Q.Y.Y. and S.F.C. analyzed and interpreted the data. Q.Y.Y. wrote the manuscript, and S.F.C. modified the manuscript.

DATA ACCESSIBILITY

All genomic sequences of 136 pairs of primers were deposited in the National Center for Biotechnology Information (NCBI) GenBank database (MH167492–MH167587). The filtered raw read data and the assembled contigs were also deposited in NCBI databases (BioSample: SAMN09010486, BioProject: PRJNA454742, Sequence Read Archive [SRA]: SRR7110723, Transcriptome Shotgun Assembly [TSA]: GGNJ00000000).
SpeciesVoucher no.a Collection locality (Population)Geographic coordinates N
Hamamelis mollis Oliv.W. Y. Zhao et al. 16871b Yanling, Hunan, China26°33'13.4”1” N, 114°04'51.55” E1
Q. Fan et al. 15216c Yichang, Hubei, China (DLL)31°04'15.37” N, 110°55'40.56” E20
Q. Y. Yin et al. 17161c Lin'an, Zhejiang, China (TMS)30°48'34.67” N, 120°55'55.06” E20
Q. Y. Yin et al. 17277c Pingxiang, Jiangxi, China (WGS)27°21’46.82”N, 113°46’3.50” E20
Q. Y. Yin et al. 17193c Shaoguan, Guangdong, China (YS)25°22’5.66”N, 114°35’32.30” E20
Distylium myricoides Hemsl.X. J. Zhang et al. 17009Yichun, Jiangxi, China28°34’29.62”N, 114°35’32.30” E8
Exbucklandia populnea (R. Br. ex Griff.) R. W. Br.W. Y. Zhao et al. 16235Tongren, Guizhou, China27°57'55.32” N, 108°36'46.67” E8
Exbucklandia tonkinensis (Lecomte) H. T. ChangW. Y. Zhao et al. 16339Zhaoqing, Guangdong, China23°33'31.93” N, 111°57'52.00” E8
Loropetalum chinense (R. Br.) Oliv.Q. Fan et al. 17439Huangjiang, Guangxi, China25°12’9.82”N, 108°38’23.94” E8
LocusPrimer sequences (5′–3′)Repeat motifExpected allele size (bp)GenBank accession no.
H1F: GTTGCTTTCGTGTTCGTCCT(CTCGTC)9 171 MH167492
R: GTTTGGTAAGGCAAGGGACA
H2F: CCTCCATATCGTAGTCTACCGC(TTTTGA)8 255 MH167493
R: TTCTACCACACGTCACACCC
H3F: CTCGACGACTTTTGGTGGAT(TTTCTC)7 246 MH167494
R: CCCAATGAGGCTTTGAAAAA
H5F: AGCATTGAATGTTGCGTTTG(CTCTTC)5 119 MH167496
R: CTACGGGGGACAGCAGAATA
H8F: TTTTGCCCTTTCTCTCCCTT(TTCTC)7 261 MH167498
R: TGTTTGGATTGAAGGAATTGG
H10F: TGAAAGAGAAGGGAATGGCA(CTGCC)5 252 MH167499
R: TTTTTGTCCAATTCATGGCA
H13F: TGTGGGGCGAGGATAAATAG(AAAT)9 232 MH167501
R: GGGGAGAGGACGAGGAATAG
H14F: CCGTTGCAATCCCTGTAGTT(TTTC)8 248 MH167502
R: CAATTTTGGCTGCAATTCAA
H15F: GTGGTAAAATTGGGTGCTGG(TTTA)7 216 MH167503
R: TCGTGGTCGTCTAAGTCACG
H17F: ACTCTTGTTCCCCCACCTTT(ATTA)5 184 MH167504
R: GTAACCCAGGATGACCCCTT
H18F: TATCCCTCGCTTGATTTTGC(ATA)19 195 MH167505
R: GCAATAGAGCTCGACGGTTC
H19F: AGCAAGATGGAAGGAAGCAA(TTC)18 230 MH167506
R: AAACCTATCATGCATACTAACAATGAA
H20F: GAAAGGCAACAGAGCTCGAC(TAT)17 279 MH167507
R: CCAACAGTCGGATCAATGTG
H23F: TATCCACCCCACTCCAATTC(AAT)14 201 MH167509
R: CCATTTCTTGCAGGTTTGCT
H25F: GCCTGGTTATTTTTGGAAACTT(ATA)9 277 MH167510
R: TGTGTGCGCACTTAGGTGAT
H26F: GTGTCCGCACTTCATAGGGT(TTG)8 219 MH167511
R: CGCCTCCTTAACTGCATACC
H27F: GCTCACTAACTCTGCCTGGG(CAT)5 266 MH167512
R: TTCCGGAAAGCCAGTCATAC
H28F: ATTCTGCTTTGGACCTGCAT(ATT)5 172 MH167513
R: TGCTCATACAAATGTCCCAAA
H33F: CCTTGGTTTCCCTCATTTCA(TC)19 272 MH167514
R: TGAATCTTGTGGTTCGTCCA
H34F: TTTACTTGGGGACTTGGGAA(TA)10 100 MH167515
R: ACAAGAGTCCTGAAGTTTGAATGA
H36F: CATAGTAAAAACACATTGAACACACTG(TA)7 257 MH167516
R: TTGACAGTAAAAATACTAAAAATGGTG
H38F: CAACGGAATTCAAAAATCTCG(TTAT)9 276 MH167517
R: CGCTGCAATGTTCATACGAC
H39F: CAACCCCTCTCCCCTCTAAA(TACA)9 253 MH167518
R: GGGTCCGTTGGTTTTAGCTT
H40F: ACGGGTTTAAGCGCTAAGGT(TATG)8 246 MH167519
R: TTGAAGGGGAAAATGTGCTC
H41F: AAGCCACATGCCAAGTTTTC(AAAC)7 222 MH167520
R: TTGTTTTGAAGGTTGGGTCA
H42F: AAGGCATTGCTGTCATTTCC(TATG)7 274 MH167521
R: TCCTTCAAAGACCCCGTACA
H43F: TCGAAGAAAAAGCTGGAAGC(TTC)15 177 MH167522
R: ACTTAGGTACCCATCCCTATCAT
H44F: AAAAACAACACCCAACCCAT(TTA)15 183 MH167523
R: GGAGTTGGAATGCCTTTGTC
H46F: TCAAAATTGATGTGGCACTAGC(ATT)14 232 MH167524
R: CAAGGGAATTTTGTTGGCAT
H47F: TGGCATCATTTTACTTTCTAAGCA(TAA)14 279 MH167525
R: TGATGGGACTCAATCACTTTG
H48F: CAAAGCCTCAATGATGACGA(TAA)14 264 MH167526
R: TGAAGGGTTCAAAAAGAGATGAA
H49F: TCCTTTGCATACTAGGGAAATAAAA(AAG)13 188 MH167527
R: CTTGGAGTCCTTGGAGCTTG
H50F: GAGGGAGCATAGCAAAGGTG(TTA)13 221 MH167528
R: TCAAATGTGGACCTTAAATCACTC
H55F: TCTCCCGATTTGAGGGTATG(GA)25 217 MH167531
R: ACGTCATTGCGAGTCCTCTT
H56F: CGAGAAAGGTCAAAGGTGGA(GA)25 164 MH167532
R: ATTGCAAAACGAAGCCTCTG
H58F: TCTTAAAGGGTCAATGGGCA(TC)23 220 MH167534
R: AATCACACAACACCGCCTTT
H59F: CGCTAATGCGCATCTGTACT(TC)23 245 MH167535
R: TTGGAAAACCTGCTCGATCT
H62F: TGCCTTTGCTTGTTATGTTGTC(TTGCCT)7 227 MH167536
R: TCGATACCAAATGAGGGCAT
H65F: TTGAAAGCAGGAAATGGACA(ATAAAA)5 127 MH167539
R: AAAGTAGTGACCCCCGTCCT
H68F: AACCAATTGAAAAGAAAAGAACG(CTTTT)7 280 MH167541
R: GACTCCCTAATGTCGGCAAA
H70F: GGTCAACAGAAATATGGCCC(TGAGT)6 272 MH167542
R: GATGCCTGTGGTCTCTGGAT
H72F: TATCACGACTTTGTGCCTGC(TTTTC)5 222 MH167544
R: TGCTAGCAATGCTTTCCGAT
H73F: GCCCGATAATCTCAACTGGA(TTTCT)5 203 MH167545
R: TGGCTGCCTAGCTAACACCT
H74F: CATCCTTATCCACCCACCAC(TATTA)5 114 MH167546
R: AACGAAGGAGCGTAGTGTCG
H76F: CATTGCCAAATTTGAGAGCA(AAAC)6 245 MH167547
R: TCTAAACAATTCGTTCGGGC
H79F: TCCGATTAAAAACTGCCACC(CT)15 268 MH167549
R: ATATTTCCCAGCGTGTCAGG
H80F: CTTTGCCTGAATGGCTGAAT(CT)15 182 MH167550
R: TTCAATAGGCAAGCAATCCC
H81F: GTCGAGAACACTTCCATGCC(TG)24 251 MH167551
R: TACGTCACCCCGTAAGATCC
H83F: TTGTGGTTCTTATGGCCCTC(AG)21 147 MH167552
R: AGCTTCACTTGCCTCATCGT
H84F: CACACCTGCAAAATCACCAC(AG)21 240 MH167553
R: ATTTGATACATTGGCGAGGC
H85F: CCTGCCGTTGCAATAACTCT(AT)11 169 MH167554
R: TGGTAGACATGGCATCCGTA
H88F: ATGACCTTCAACAGGCACAT(TAT)16 181 MH167556
R: CATTGCAATCAAAATCGTTCA
H91F: TAGTTGATTGGCTCCCTTGG(TCTA)7 239 MH167557
R: CCCTCTCGCTATGTTTCTGC
H92F: CGTGGGATCAAGGGAAGTAG(CAAC)7 217 MH167558
R: GGATGTGACTGTGCTTCCAA
H93F: GGGCAATGTCCCTTCTTGTA(AAAT)5 231 MH167559
R: AGAATTGTTAGGGCCGGTTT
H100F: CTGCAAATCTTGGTTTGGCT(TTTCC)5 146 MH167562
R: AATTCCCCAGAAAAGGTTCG
H105F: TTAGGCTCCGTTTGGTTGTC(AGGAA)5 234 MH167564
R: GTGGGAAAATTGTGGACCAA
H108F: TTTGGTTGAGTGGGACTTGA(TTGG)8 228 MH167565
R: CAAGGGACTGGAGCTCAAAC
H110F: TCAAGACCTTTTACTCCCAAAAA(AAAG)8 122 MH167566
R: AAAGAGCATCGTGGCTAAAGTC
H111F: GCATTGGAGGAATACGGTTG(ACAT)7 219 MH167567
R: GGAGCAGAAATTCCACGAAC
H112F: TGTCCTTTTGGTGTTTTCACA(TTTA)7 230 MH167568
R: AATTCACTGTCACCATCCCC
H113F: TTCAGTTTCTTTGTTGGGGC(ACAT)7 219 MH167569
R: ATCCAACGCCTCCTAATCCT
H117F: GAGTGCGTACACGGGTTCTT(TTC)6…(TTC)5 152 MH167571
R: CCCATCTAGTTCCTTCTCTTTGC
H118F: GGGTGAAGATTTTGGATTCG(TA)9(CA)8 263 MH167572
R: AAATCACAGCCACAGAGTGAGA
H119F: GCCCTATAGAGGTCACCTTCC(AC)12(AT)12 272 MH167573
R: CTCACCCGAAAGCCATAAAA
H121F: TTTTGAGAACCAAAATAGAGTATAGCA(AAC)9(AAT)8 257 MH167574
R: TTGGAACTCATCAGTTTTTCCA
H123F: ATCACTGCTAGTCCGCCACT(CTG)6GTTCTGG(TTC)8 155 MH167576
R: AGGAACCGGGAAAAGAAGAA
H124F: GACGAGCGTACCCTTCAAAA(GAA)8…(AGA)7 156 MH167577
R: GCGACGCAGTGGTCTTCT
H125F: GCCAAGTAGCCGACTTTGAA(TTA)10TTTAT(TTA)6 268 MH167578
R: CTGCTCAACTCAACAAAGCCT
H127F: AGCCTCAAGGCATTACACCA(TCT)5TATTCTTA(TTC)7TTT(TTC)6 263 MH167580
R: GGTACCTATCCCTAGCATGGC
H129F: ATGCAGAAATGCCCTTGCTA(ATT)9…(ATT)9 228 MH167581
R: GCAATTACAGGTAAAGCTAATCCAA
H133F: AGAGGTGGTGTTCAAAACGG(TTA)10 200 MH167585
R: TGGCATACCTAAAATCCTAAATCA
H135F: GGCTAAAGTGAGGTTTTGGC(ATT)14 277 MH167586
R: GCTCCGAGCTAACAAAGCAC
H136F: TGCAACTAATCCTAACCTTTGAA(GAA)14 132 MH167587
R: AGGAGCAAAGGAGAAGGGAG
  10 in total

1.  Primer3 on the WWW for general users and for biologist programmers.

Authors:  S Rozen; H Skaletsky
Journal:  Methods Mol Biol       Date:  2000

2.  NGS QC Toolkit: a toolkit for quality control of next generation sequencing data.

Authors:  Ravi K Patel; Mukesh Jain
Journal:  PLoS One       Date:  2012-02-01       Impact factor: 3.240

3.  Exploiting EST databases for the development and characterization of gene-derived SSR-markers in barley (Hordeum vulgare L.).

Authors:  T Thiel; W Michalek; R K Varshney; A Graner
Journal:  Theor Appl Genet       Date:  2002-09-14       Impact factor: 5.699

4.  De novo bacterial genome sequencing: millions of very short reads assembled on a desktop computer.

Authors:  David Hernandez; Patrice François; Laurent Farinelli; Magne Osterås; Jacques Schrenzel
Journal:  Genome Res       Date:  2008-03-10       Impact factor: 9.043

5.  GenAlEx 6.5: genetic analysis in Excel. Population genetic software for teaching and research--an update.

Authors:  Rod Peakall; Peter E Smouse
Journal:  Bioinformatics       Date:  2012-07-20       Impact factor: 6.937

6.  Development of microsatellites from Fothergilla ×intermedia (Hamamelidaceae) and cross transfer to four other genera within Hamamelidaceae.

Authors:  E Anne Hatmaker; Phillip A Wadl; Kristie Mantooth; Brian E Scheffler; Bonnie H Ownley; Robert N Trigiano
Journal:  Appl Plant Sci       Date:  2015-04-07       Impact factor: 1.936

7.  Isolation and identification of EST-SSR markers in Chunia bucklandioides (Hamamelidaceae).

Authors:  Kaikai Meng; Mingwan Li; Qiang Fan; Weizheng Tan; Jian Sun; Wenbo Liao; Sufang Chen
Journal:  Appl Plant Sci       Date:  2016-10-14       Impact factor: 1.936

8.  Characterization and development of EST-derived SSR markers in Sinowilsonia henryi (Hamamelidaceae).

Authors:  Zuo-Zhou Li; Hua Tian; Jin-Ju Zhang
Journal:  Appl Plant Sci       Date:  2017-11-14       Impact factor: 1.936

9.  Development and characterization of microsatellite markers from the transcriptome of Firmiana danxiaensis (Malvaceae s.l.).

Authors:  Qiang Fan; Sufang Chen; Mingwan Li; Shiyang He; Renchao Zhou; Wenbo Liao
Journal:  Appl Plant Sci       Date:  2013-11-28       Impact factor: 1.936

10.  Novel microsatellite markers for Distylium lepidotum (Hamamelidaceae) endemic to the Ogasawara Islands.

Authors:  Kyoko Sugai; Suzuki Setsuko
Journal:  BMC Res Notes       Date:  2016-07-02
  10 in total
  2 in total

1.  Identification and development of microsatellite (SSRs) makers of Exbucklandia (HAMAMELIDACEAE) by high-throughput sequencing.

Authors:  Cuiying Huang; Qianyi Yin; Dipak Khadka; Kaikai Meng; Qiang Fan; Sufang Chen; Wenbo Liao
Journal:  Mol Biol Rep       Date:  2019-04-15       Impact factor: 2.316

2.  Development and characterization of genomic microsatellite markers in the tree species, Rhodoleia championii, R. parvipetala, and R. forrestii (Hamamelidaceae).

Authors:  Yanshuang Huang; Qianyi Yin; Van Truong Do; Kaikai Meng; Sufang Chen; Boyong Liao; Qiang Fan
Journal:  Mol Biol Rep       Date:  2019-10-03       Impact factor: 2.316

  2 in total

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