Skip to main content
Applications in Plant Sciences logoLink to Applications in Plant Sciences
. 2019 May 10;7(5):e01246. doi: 10.1002/aps3.1246

Isolation and identification of EST‐SSR markers in Ixonanthes chinensis (Ixonanthaceae)

Wei Guo 1, Qiang Fan 2,, Jinjiang Wang 1, Kaikai Meng 2, Sufang Chen 2, Liping Zhu 3, Wenbo Liao 2,
PMCID: PMC6526656  PMID: 31139512

Abstract

Premise

Ixonanthes (Ixonanthaceae) consists of between three and 19 species, among which I. chinensis and I. khasiana are considered vulnerable. Here, 58 microsatellite markers were developed for further conservation of these two Ixonanthes species.

Methods and Results

RNA transcripts of I. chinensis were sequenced and assembled into 19,545 unigenes, and 994 simple sequence repeat (SSR) loci were identified from 920 contigs. Based on these, 106 primer pairs were designed, 58 were successfully amplified, and 12 demonstrated polymorphism among five populations. The number of alleles per locus varied from three to 10, and the levels of observed and expected heterozygosity ranged from 0.000 to 1.000 and 0.000 to 0.844, respectively. Further assessment of the transferability of the 58 amplifiable primers reported 30 being successfully cross‐amplified in I. icosandra and three in Erythroxylum sinense.

Conclusions

These novel SSR markers will be useful for future genetic conservation studies on these Ixonanthes species.

Keywords: genetic diversity, Ixonanthaceae, Ixonanthes chinensis, microsatellite marker, transcriptome


The genus Ixonanthes Jack (Ixonanthaceae) consists of 19 recorded species at present (Kool, 1980). Among them, I. chinensis Champ. and I. khasiana Hook. f. were assessed as “Vulnerable” in 1998 in the International Union for Conservation of Nature (IUCN) Red List (IUCN, 2018). Further assessment carried out in China has also listed I. chinensis in the China Species Red List as “Vulnerable” (Wang and Xie, 2004). However, the classification of Ixonanthes species is still controversial. Based on morphological characters, Kool (1980) proposed that (1) the genus Ixonanthes should contain only three species: I. reticulata Jack, I. petiolaris Blume, and I. icosandra Jack and (2) I. chinensis and I. khasiana should be considered as synonyms to I. reticulata. These opinions were confirmed by Mabberley (2008).

In China, I. chinensis is sometimes harvested for its wood as timber, which is processed for furniture and household products (Zhou and Lin, 2017). Although the survival of this species in the wild is a cause for concern among local researchers and conservationists, no studies have been carried out to assess its genetic diversity. The lack of genetic information on this vulnerable species could be due to the unavailability of useful molecular markers to carry out the work. Therefore, in this study, we have developed useful expressed sequence tag–simple sequence repeat (EST‐SSR) markers for I. chinensis. Furthermore, we also examine the cross‐transferability of these markers in the closely related species I. icosandra and Erythroxylum sinense Y. C. Wu (Erythroxylaceae).

METHODS AND RESULTS

Total RNA was extracted from fresh leaves of an I. chinensis individual (Appendix 1) using a modified cetyltrimethylammonium bromide (CTAB) method (Fu et al., 2005), and a cDNA library was constructed and sequenced using the HiSeq X Ten system (Illumina, San Diego, California, USA). Applying NGS QC Toolkit v2.3.3 (Patel and Jain, 2012), low‐quality reads containing unknown “N” bases or more than 10% bases with a Q value less than 20 were removed. Finally, applying Trinity v2.3.2 with default parameters (Grabherr et al., 2011), a total of 21 million high‐quality reads were de novo assembled into 19,545 unigenes with an average length of 517 bp and an N50 length of 621 bp. The raw data and the assembled sequences were deposited in the National Center for Biotechnology Information (NCBI) Sequence Read Archive (SRA) and Transcriptome Shotgun Assembly (TSA) repositories (accession number: SRP127226).

SSRs containing more than six dinucleotide motifs and more than five tri‐, tetra‐, penta‐, and hexanucleotide motifs were searched from the unigenes using the online software MISA (Thiel et al., 2003). A total of 994 SSRs were identified from 920 unigenes, with 32 unigenes containing more than one SSR and 68 unigenes containing compound SSRs. The frequency of EST‐SSRs observed in the I. chinensis transcriptome was 4.7%. The most abundant repeat type was trinucleotide (53.8%), followed by dinucleotide (41.2%), tetranucleotide (3.5%), pentanucleotide (0.8%), and hexanucleotide (0.7%) repeat units. A total of 106 primer pairs were successfully designed for these SSR regions using Primer3 (Rozen and Skaletsky, 1999), specifying for an expected PCR product between 100 and 280 bp and an annealing temperature of 55°C.

Fresh leaves were collected from five populations of I. chinensis (n = 97), one population of I. icosandra (n = 5), and one population of E. sinensis (n = 14) (Appendix 1), then dried with silica gel at room temperature. In the first PCR trial, three individuals were randomly selected from each of the five I. chinensis populations and used as templates to test the 106 developed primers. DNA extractions and PCR amplifications were performed according to Fan et al. (2013). Among all tested primers, only 58 primers produced distinct bands within the expected size range (Appendix 2), and were thus included in the subsequent analysis. PCR products were then loaded onto a Fragment Analyzer Automated CE System (Advanced Analytical Technologies [AATI], Ames, Iowa, USA) using the QuantiT PicoGreen dsDNA Reagent Kit (Invitrogen, Carlsbad, California, USA). Allele sizes were determined using PROSize version 2.0 software (AATI), which resulted in only 12 primer pairs being polymorphic across the 15 individuals (Table 1).

Table 1.

Characteristics of 12 polymorphic simple sequence repeat markers isolated from Ixonanthes chinensis

Locus Primer sequences (5′–3′) Repeat motif Expected allele size (bp) Observed size range (bp) A T a (°C) Putative function [organism] E‐value GenBank accession no.
LC6 F: AAGATTGCCTTCAACCAGTA (ATGAG)5 333 313–343 7 52 Glutamine‐fructose‐6‐phosphate aminotransferase [isomerizing] 2 [Carica papaya] 5e‐22 KX882016
R: GGACCACGATTACATACAGT
LC7 F: GGTGAGCCAAGACAAGTG (CCAAT)5 254 254–264 3 58 PREDICTED: uncharacterized protein LOC18587496 [Theobroma cacao] 1e‐97 KX882017
R: GCATTAAGCGTAAGCAACA
LC12 F: CATTCCACTCCACTCCAAT (ATGT)6 124 120–136 5 55 1,4‐dihydroxy‐2‐naphthoyl‐CoA thioesterase 1 isoform X1 [Hevea brasiliensis] 3e‐07 KX882018
R: GCTGCTGGCTAATTGAGA
LC22 F: CTCACCATCCTCGCATAC (TGC)7 309 297–315 7 55 PREDICTED: BRI1 kinase inhibitor 1‐like [Populus euphratica] 5e‐81 KX882019
R: CTCTCCTCGTTCCTCCAT
LC26 F: CTCAGGAGTCAAGCCATC (CTC)7 235 388–415 10 55 Putative SERF‐like protein [Arachis duranensis] 2e‐06 KX882020
R: CTGGACCGTCTCTACCTT
LC33 F: CGCCATTGTTAGAGAAGGA (GAA)7 175 160–172 5 55 PREDICTED: uncharacterized protein LOC8286849 [Ricinus communis] 3e‐10 KX882021
R: TCACCACTCATCAAGAACC
LC56 F: TAGCAGCGAAGGAAGAGA (AAGC)5 180 160–176 5 55 KX882022
R: GATAGATAGATGGTGAACAAGG
LC60 F: ACATCGGTAGCAGCATATAG (TAT)6 144 134–155 6 55 PREDICTED: CDPK‐related kinase 4 isoform X2 [Ricinus communis] 3e‐28 KX882023
R: CTAATCACATCTCCTCAACAAG
LC69 F: TCTTCATGCCAACACTCAG (TGT)6 126 120–135 6 58 KX882024
R: ATCACAGCCTCCATCTCC
LC81 F: CTTGTACTGATCGTTGTTGT (TGA)6 231 231–243 5 55 PREDICTED: uncharacterized protein LOC107428075 [Ziziphus jujuba] 4e‐19 KX882025
R: GCGGAAGCATTCGTATTC
LC87 F: AGAATACCTGCCAACAATCA (TAA)6 339 339–351 8 58 PREDICTED: probable adenylate kinase 6, chloroplastic [Ricinus communis] 6e‐140 KX882026
R: CGCACTGAACCTTGAAGA
LC103 F: TCAAGGAATCATCAGAGCAT (AG)9 196 182–188 3 55 Uncharacterized protein LOC110666353 [Hevea brasiliensis] 3e‐28 KX882027
R: AGTGGAGGAGAAGAACAATG

A = number of alleles; T a = annealing temperature.

For these 12 primer pairs, PCR amplifications were performed across all 97 individuals from the five natural populations of I. chinensis, and their PCR products were first electrophoresed on 10% polyacrylamide denaturing gel and then inspected with the Fragment Analyzer Automated CE System. Scoring errors and null alleles were detected using MICRO‐CHECKER (van Oosterhout et al., 2004); Hardy–Weinberg equilibrium, linkage disequilibrium, the average number of alleles per locus, and the levels of observed and expected heterozygosity were calculated using GenAlEx version 6.5 (Peakall and Smouse, 2012). Results showed that the number of alleles per locus ranged from three to 10 (Table 1), observed heterozygosity ranged from 0.000 to 1.000, and expected heterozygosity ranged from 0.000 to 0.844 (Table 2). Of the 12 polymorphic markers, eight showed significant deviation in Hardy–Weinberg equilibrium for the SZ and YC populations, seven for the HN population, six for the XG population, and five for the HSD population. No significant linkage equilibrium (P < 0.05) was detected between locus pairs (Table 2). Further cross‐species amplification was carried out using the initial 58 primer sets on two closely related species, I. icosandra (n = 5) and E. sinense (n = 14), and resulted in successful cross‐amplification of 30 primer sets in I. icosandra and three in E. sinense (Table 3). Our results showed that cross‐transferability of these EST‐SSR markers derived from I. chinensis displayed high transferability within other Ixonanthes species, but displayed rather low transferability in species of a different genus.

Table 2.

Genetic diversity of 12 polymorphic SSRs developed for Ixonanthes chinensis among five populations.a

Locus HN (n = 20) HSD (n = 18) SZ (n = 22) XG (n = 16) YC (n = 21)
A H o b H e A H o b H e A H o b H e A H o b H e A H o b H e
LC6 5 0.158*** 0.738 5 0.111*** 0.673 3 0.045*** 0.476 1 0.000* 0.117 6 0.095*** 0.642
LC7 3 0.500 0.655 3 0.333** 0.648 3 0.682 0.594 3 0.533 0.638 3 0.524* 0.659
LC12 4 0.950 0.634 2 0.500 0.498 3 0.818 0.648 4 0.813 0.572 4 0.571 0.529
LC22 6 0.550*** 0.761 5 0.000 0.000 6 0.409*** 0.759 1 0.438*** 0.756 6 0.190*** 0.630
LC26 6 0.000*** 0.770 6 0.176*** 0.649 7 0.273*** 0.803 5 0.063*** 0.701 6 0.095*** 0.785
LC33 4 0.350*** 0.666 4 0.222*** 0.718 4 0.500 0.515 4 0.250*** 0.652 5 0.143*** 0.704
LC56 4 0.450 0.585 3 0.556 0.573 4 0.364*** 0.636 4 0.563 0.615 5 0.476*** 0.685
LC60 6 0.950 0.750 4 1.000 0.596 4 1.000*** 0.758 5 0.875 0.844 6 1.000 0.693
LC69 5 0.500 0.625 2 0.222 0.198 3 0.455 0.395 2 0.313 0.447 3 0.286 0.357
LC81 3 0.050*** 0.524 1 0.000 0.000 4 0.136*** 0.520 3 0.188* 0.439 4 0.286*** 0.508
LC87 4 0.000*** 0.590 4 0.000*** 0.599 5 0.273*** 0.633 4 0.125*** 0.609 5 0.048*** 0.756
LC103 3 0.150** 0.476 1 0.000 0.000 2 0.000* 0.087 2 0.063 0.061 1 0.000 0.000

— = not amplified; A = number of alleles; H e = expected heterozygosity; H o = observed heterozygosity; HWE = Hardy–Weinberg equilibrium probabilities; n = number of individuals sampled.

aLocality and voucher information are provided in Appendix 1.

bDeviations from HWE were statistically significant at *P < 0.05, **P < 0.01, and ***P ≤ 0.001.

Table 3.

Cross‐amplification of 58 microsatellite loci developed for Ixonanthes chinensis in I. icosandra and Erythroxylum sinense.a

Locus Ixonanthes icosandra Erythroxylum sinense b
Length (bp) Temperature (°C) Length (bp) Temperature (°C)
LC3
LC6
LC7
LC11 250–300 55
LC12 100–150 55 100–150 55
LC15 150–200 55
LC16 250–300 61
LC17 250–300 55
LC18
LC20 200–250 55
LC22 250–300 55
LC24
LC25 200–300 55
LC26 250–300 55
LC29
LC30
LC33
LC36 250–300 55
LC39 200–250 61
LC42 250–300 61
LC45 100–150 61
LC47 100–150 61
LC48
LC49 200–250 61
LC51 200–250 61
LC53
LC56 200–250 55
LC58 200–250 61
LC59
LC60 200 55
LC61
LC65
LC66
LC67
LC69
LC70 200–250 61
LC71
LC72 200–250 61
LC76 250–300 61
LC78
LC79
LC81 200–250 55
LC83 250–300 55
LC85
LC87 250–300 55
LC89 250–300 55
LC93
LC96 250–300 55
LC97
LC98
LC99 200–250 55
LC100 250–300 55
LC101
LC102
LC103 200–250 55 200–250 58
LC104 >500 48
LC105
LC106
a

Locality and voucher information are provided in Appendix 1.

b

The amplifications of Erythroxylum sinense were performed in 2× Taq PCR Master Mix (KT201). The lengths were all calibrated by a 50‐bp DNA Ladder (MD108) (Tiangen Biotech Co., Beijing, China).

CONCLUSIONS

In this study, the transcriptome of I. chinensis was established using a de novo sequencing technique. By using this transcriptome library, a total of 58 EST‐SSR markers were developed, of which 12 were polymorphic across the five I. chinensis populations. Cross‐amplification of these EST‐SSR markers was also demonstrated on the closely related species I. icosandra and E. sinense. Through these efforts, our aim to provide ample population genetic information for Ixonanthes species was achieved, and the resulting markers could be useful for future studies on species delimitation, taxonomic revision, and genetic conservation of Ixonanthes species.

ACKNOWLEDGMENTS

This work was supported by the National Natural Science Foundation of China (31100159, 31200175, and 31570195) and by the project of Shenzhen Basic Ecological Control Line ([2012]0365).

APPENDIX 1. Voucher and locality information for populations used in this study. Specimens are deposited at the Herbarium of Sun Yat‐sen University (SYS), China.

Species Population code Voucher no. Collection locality Geographic coordinates n
Ixonanthes chinensis Champ. SZ Fan and Guo 1610 DizhiPark, Shenzhen, Guangdong 22°31′47.44″N, 114°32′10.61″E 22
HN Fan and Guo 210 Baishuiling, Hainan 18°41′04.08″N, 109°51′11.97″E 20
HSD Fan and Guo 1621 Heishiding, Guangdong 22°24′12.62″N, 111°30′38.26″E 18
YC Fan and Guo 212 Yangchun, Guangdong 22°10′23.18″N, 111°47′11.00″E 21
XG Liao and Sun 002 Hong Kong 22°25′17.63″N, 113°56′14.36″E 16
Ixonanthes icosandra Jack Malaysia Fan and Zhao HTBP‐5321 Gunung Tahan, Pahang state 4°38′30.84″N, 102°9′34.02″E 5
Erythroxylum sinense Y. C. Wu JGS Guo and Zhao JGS‐3437 Jingangshan, Jiangxi 26°33′47.12″N, 114°08′10.20″E 14

n = number of individuals sampled.

APPENDIX 2. Characteristics of 58 microsatellite loci for Ixonanthes chinensis.

Locus Primer sequences (5′–3′) Repeat motif Expected allele size (bp) T a (°C)
LC3 F: TCTTACGAGCACGGACTT (GCA)8 257 55
R: ACCAACAGCAGCATAACAT
LC6 F: AAGATTGCCTTCAACCAGTA (ATGAG)5 333 52
R: GGACCACGATTACATACAGT
LC7 F: GGTGAGCCAAGACAAGTG (CCAAT)5 254 58
R: GCATTAAGCGTAAGCAACA
LC11 F: GGTGACTCCAGATATTGATTC (GGAT)5 260 55
R: AATGACACTTCCGCTATACT
LC12 F: CATTCCACTCCACTCCAAT (ATGT)6 124 55
R: GCTGCTGGCTAATTGAGA
LC15 F: ATTAGTGTAGAGCGAAGTGA (AGG)7 177 55
R: CTGAACCTGAATCATCTCCT
LC16 F: TCGGCAAGATAGGAATGTAT (GCT)7 271 61
R: AGCAGAGGTTCAGAAGGA
LC17 F: GATAGCCTGGGTAACAATGA (AGC)7 262 55
R: TTCGGTGGACACAACTCT
LC18 F: CGTAGACCTGGCAATGTAA (GCC)7 334 55
R: GGTGGATACTATGCTTGTTG
LC20 F: ACTGCTCTGGTTCTTCTTC (GAT)7 218 55
R: AGTGGCTCTATCCTATTCCT
LC22 F: CTCACCATCCTCGCATAC (TGC)7 309 55
R: CTCTCCTCGTTCCTCCAT
LC24 F: CAATGAACAGAAGCACAGAT (GCT)6 298 55
R: TAGCCAGCGAGAAGAAGA
LC25 F: ACACAACATCGTCCATCAT (AGG)6 236 55
R: ACAGCACAAGAAGACAGAG
LC26 F: CTCAGGAGTCAAGCCATC (CTC)7 235 55
R: CTGGACCGTCTCTACCTT
LC29 F: TGACCGATACCAGAGCAT (GGT)6 309 55
R: AGCATCTTCTTCTTCTTCCA
LC30 F: CACTTCTTGCTTCTGTTACC (GGA)7 341 55
R: CGTTGTTGCTGTCTTGTAG
LC33 F: CGCCATTGTTAGAGAAGGA (GAA)7 175 55
R: TCACCACTCATCAAGAACC
LC36 F: CTCCTCGTCGTCCTCTAA (TAG)6 339 55
R: GTCACCACTAGCATCCTATT
LC39 F: AAGTGGTGAGAATTGAAGGT (CTG)6 213 61
R: GCAGAAGTTCGTGTGGAG
LC42 F: TCCTCAAGCGAGAGTTCT (GGT)7 259 61
R: CTGTTACTGACTTACTGTTACC
LC45 F: CCTGGTCGGTCACATAGA (GGC)7 155 61
R: CGCTCCTTCTCATCATCTC
LC47 F: TTGCCGCTCTTTACATTTG (GATG)6 157 61
R: AACGAAGGAAGACCAACAG
LC48 F: CTGTTCCACCTTCACTGA (TCTT)5 219 55
R: CGTATGAATGGAGAGTAAGAG
LC49 F: TTCAATCCGAGTAATGATGG (GCA)7 241 61
R: CGCTCCACTTCCTAATGA
LC51 F: CATCCGCCGAATAATGAAC (CTT)6 244 61
R: GATTGTTGTCTCGCTTCTT
LC53 F: TTCTCCTCCAGTTCTCCAT (ATAC)5 122 55
R: AACACTCCAGAGCCAGAG
LC56 F: TAGCAGCGAAGGAAGAGA (AAGC)5 180 55
R: GATAGATAGATGGTGAACAAGG
LC58 F: TTCACATCACAGGTACAGAT (AGAT)5 212 61
R: GCCAGAAGAGGAGGTATTG
LC59 F: TGCGTTCGGTAATGACTTA (CAT)5 258 55
R: TCAGAATCAAGCCAGGATG
LC60 F: ACATCGGTAGCAGCATATAG (TAT)6 144 55
R: CTAATCACATCTCCTCAACAAG
LC61 F: GCCAACAACAACAACCATT (GCT)6 216 55
R: CGTCAGCCATAGTGTCATAA
LC65 F: CTCTGATACTGTCCACTTCC (CAG)5 258 55
R: TGTTCGTTCCTCCATTCTC
LC66 F: AGAAGAGGAAGAAGAGAAGGT (GGT)6 130 55
R: CGTCGTCGTTGCTGTTAG
LC67 F: ATGCGAAGGTGAGTCAAC (TA)9 279 55
R: TACAGATGAGTCGTAAGAAGG
LC69 F: TCTTCATGCCAACACTCAG (TGT)6 126 58
R: ATCACAGCCTCCATCTCC
LC70 F: GTAAGGGCTAAGACCAGAAA (CAT)6 216 61
R: ACCTCCAAGCACATCCAT
LC71 F: TCGTCCTTCTCCTTAACTTC (TCT)6 205 61
R: TGCTGTTGCTTCACTTCA
LC72 F: TCTGAACTCGCTTTCCATC (TTC)6 228 61
R: AACACGCTTATCAACAACAC
LC76 F: TTGTGTATGACGGCTCTG (AAG)6 278 61
R: AGGTGGAAGACAAGTATTCA
LC78 F: AGGTTCTGCCAATAATGTCA (AAC)6 349 55
R: GCTGTTGTTATTCTGGATGT
LC79 F: TGCCTCACTTGTTCTTCTC (CCT)5 285 55
R: ATCATCAGCGTCTCCAATC
LC81 F: CTTGTACTGATCGTTGTTGT (TGA)6 231 55
R: GCGGAAGCATTCGTATTC
LC83 F: AGCACAATCCTCCTCGTA (AGC)6 348 55
R: CTCCTCTTGTTCTCCTCAG
LC85 F: AAGAACAACAAGAGGATGC (CAC)6 276 55
R: GCGTCCGTAATCATAAGC
LC87 F: AGAATACCTGCCAACAATCA (TAA)6 339 58
R: CGCACTGAACCTTGAAGA
LC89 F: CTCAATCAAGATACGGTTGT (GTG)6 252 55
R: GAGACGGAATTGTTCATAGG
LC93 F: GCCAATCCAACACAATGC (TAA)6 163 55
R: CGGTGCTCATATCTCTTCC
LC96 F: GGATTCCAAGTGCTTAACAT (CCA)6 293 55
R: GAAGACAAGGCGGTAGAA
LC97 F: GGAATGCCACAGAACAAC (CAC)6 303 55
R: ATGCTCAATGTACTCTCCTC
LC98 F: AATGGCTGGCAATGAGAA (TAA)5 342 55
R: GCGGTATCTTCCAACACT
LC99 F: AGCCTTCTTCTCCTCTTCA (CAT)5 149 55
R: GGTCTGGTGTCACTGTTG
LC100 F: AATCGCATAGTCGCAAGG (GAT)6 256 55
R: AAGGCAAGCACATCAAGT
LC101 F: GTTAAGGTGGAGCAGGAG (AGC)5 216 55
R: TAGCGGATGGTTCTTCTTC
LC102 F: TTCGCTGGTTGTCAAGTT (CAT)6 201 55
R: CTCATATCGGTTCCAATCG
LC103 F: TCAAGGAATCATCAGAGCAT (AG)9 196 55
R: AGTGGAGGAGAAGAACAATG
LC104 F: TCTCCTCTTCTCCTCTTCTT (CTT)6 252 55
R: AACCTAGCAACACCTCCT
LC105 F: TGGAAGGAATCTGTCACTAC (GAT)6 207 55
R: CTGATGGATCGACCGTAAT
LC106 F: GTATGCTAGTGGTCACCTAC (ACC)6 115 55
R: GCTATGTTGTCGGCTTCC

T a = annealing temperature.

Guo, W. , Fan Q., Wang J., Meng K., Chen S., Zhu L., and Liao W.. 2019. Isolation and identification of EST‐SSR markers in Ixonanthes chinensis (Ixonanthaceae). Applications in Plant Sciences 7(5): e1246.

Contributor Information

Qiang Fan, Email: fanqiang@mail.sysu.edu.cn.

Wenbo Liao, Email: lsslwb@mail.sysu.edu.cn.

DATA ACCESSIBILITY

Microsatellites and raw sequence data for the developed primers have been deposited to the National Center for Biotechnology Information (NCBI). The GenBank accession numbers for the microsatellites are provided in Table 1; the raw sequence data are available in the NCBI Sequence Read Archive (SRA) and Transcriptome Shotgun Assembly (TSA) databases (accession number: SRP127226).

LITERATURE CITED

  1. Fan, Q. , Chen S., Li M., He S., Zhou R. C., and Liao W. B.. 2013. Development and characterization of microsatellite markers from the transcriptome of Firmiana danxiaensis (Malvaceae s.l.). Applications in Plant Sciences 1(12): 1300047. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Fu, X. H. , Huang Y. L., Deng S. L., Zhou R. C., Yang G. L., Ni X. W., Li W. J., and Shi S. H.. 2005. Construction of a SSH library of Aegiceras corniculatum under salt stress and expression analysis of four transcripts. Plant Science 169: 147–154. [Google Scholar]
  3. Grabherr, M. G. , Haas B. J., Yassour M., Levin J. Z., Thompson D. A., Amit I., Adiconis X., et al. 2011. Full‐length transcriptome assembly from RNA‐Seq data without a reference genome. Nature Biotechnology 29: 644–652. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. IUCN . 2018. The IUCN Red List of Threatened Species, Version 2018. Website http://www.iucnredlist.org [accessed 25 September 2018].
  5. Kool, R. 1980. A taxonomic revision of the genus Ixonanthes (Linaceae). Blumea 26: 191–204. [Google Scholar]
  6. Mabberley, D. J. 2008. The plant‐book: A portable dictionary of the vascular plants, 3rd ed Cambridge University Press, New York, New York, USA. [Google Scholar]
  7. Patel, R. K. , and Jain M.. 2012. NGS QC Toolkit: A toolkit for quality control of next generation sequencing data. PLoS ONE 7(2): e30619. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Peakall, R. , and Smouse P. E.. 2012. GenAlEx 6.5: Genetic analysis in Excel. Population genetic software for teaching and research—An update. Bioinformatics 28: 2537–2539. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Rozen, S. , and Skaletsky H.. 1999. Primer3 on the WWW for general users and for biologist programmers In Misener S. and Krawetz S. A. [eds.], Methods in molecular biology, vol. 132: Bioinformatics methods and protocols, 365–386. Humana Press, Totowa, New Jersey, USA. [DOI] [PubMed] [Google Scholar]
  10. Thiel, T. , Michalek W., Varshney R. K., and Graner A.. 2003. Exploiting EST databases for the development and characterization of gene derived SSR‐markers in barley (Hordeum vulgare L.). Theoretical and Applied Genetics 10: 411–422. [DOI] [PubMed] [Google Scholar]
  11. van Oosterhout, C. , Hutchinson W. F., Wills D. P. M., and Shipley P.. 2004. MICRO‐CHECKER: Software for identifying and correcting genotyping errors in microsatellite data. Molecular Ecology Notes 4: 535–538. [Google Scholar]
  12. Wang, S. , and Xie Y.. 2004. China Species Red List, vol. 1. Higher Education Press, Beijing, China. [Google Scholar]
  13. Zhou, W. J. , and Lin S. S.. 2017. The community characteristics of Ixonanthes chinensis of Mount Maluanshan in Shenzhen. Forestry and Environmental Science 12(3): 56–60. [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

Microsatellites and raw sequence data for the developed primers have been deposited to the National Center for Biotechnology Information (NCBI). The GenBank accession numbers for the microsatellites are provided in Table 1; the raw sequence data are available in the NCBI Sequence Read Archive (SRA) and Transcriptome Shotgun Assembly (TSA) databases (accession number: SRP127226).


Articles from Applications in Plant Sciences are provided here courtesy of Wiley

RESOURCES