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. 2019 Jan 16;7(1):e01212. doi: 10.1002/aps3.1212

Development of novel EST‐SSR markers for Ephedra sinica (Ephedraceae) by transcriptome database mining

Si‐Qian Jiao 1, Yan‐Qiang Sun 1, Dong‐Xu Zhang 2, Qiong Gao 1, Yuqing Jin 1, Hui Liu 1, Yongpeng Ma 3, Yong Yang 4, Ilga Porth 5,6, Jian‐Feng Mao 1,
PMCID: PMC6342172  PMID: 30693158

Abstract

Premise of the Study

Ephedra sinica (Ephedraceae) is a gymnosperm shrub with a wide distribution across Central and Eastern Asia. It is widely cultivated as a medicinal plant, but its wild populations are monitored to determine whether protection is needed.

Methods and Results

Thirty‐six microsatellite markers, including 11 polymorphic markers, were developed from E. distachya RNA‐Seq data deposited in the National Center for Biotechology Information dbEST database. Among 100 genotyped E. sinica individuals originating from five different population groups, the allele number ranged from three to 22 per locus. Levels of observed and expected heterozygosity ranged from 0 to 0.866 (average 0.176) and 0 to 0.876 (average 0.491), respectively. Allelic polymorphism information content ranged from 0.000 to 0.847 (average 0.333). Cross‐species amplifications were successfully conducted with two related Ephedra species for all 11 di‐ or trinucleotide simple sequence repeats.

Conclusions

This study provides the first set of microsatellite markers for genetic monitoring and surveying of this medicinal plant.

Keywords: Ephedra sinica, Ephedraceae, expressed sequence tag–simple sequence repeat (EST‐SSR) marker, genetic diversity, gymnosperm, medicinal plant


Ephedra sinica Stapf (also known as Chinese ephedra or ma huang; Ephedraceae), a gymnosperm shrub, is distributed across southern Siberia, Mongolia, and China, and is found in arid areas and highlands, occurring on slopes, dry river beds, sandy places, or fields in mountainous areas (Lin et al., 2002). The species is reported as dominant in some areas, but little is known about its entire population size. Ephedra sinica has been used in Chinese herbal medicine for thousands of years (Fabricant and Farnsworth, 2001). The stems of most members in the genus Ephedra L. contain the alkaloid ephedrine, which is used for treatment of asthma and other respiratory ailments (Liu, 1989; Nam et al., 2003). Recently, E. sinica has become extensively exploited in a large market developed for nutritional supplements and stimulants involving this plant. Ephedra sinica is recorded on the International Union for Conservation of Nature (IUCN) Red List of Threatened Species (Bell and Bachman, 2011). The IUCN lists the species as Least Concern; however, wild populations still need to be monitored to determine whether protection is required, as a species of Least Concern may still be critically endangered within a particular region where numbers are very small or declining.

Recently, 29 polymorphic microsatellite loci were developed for a distantly related species, E. gerardiana Wall. ex C. A. Mey., by mining the whole‐genome‐skimming data from Illumina MiSeq sequencing (De et al., 2017). However, no DNA markers have been developed for E. sinica, limiting our ability to monitor its population dynamics and employ conservation genetic measures. The present study developed a crucial set of di‐ or trinucleotide microsatellite markers by mining an E. distachya expressed sequence tag (EST)–derived database. The EST–simple sequence repeat (SSR) markers developed here will enrich the genetic marker set for Ephedra species.

METHODS AND RESULTS

A total of 4981 ESTs generated from mRNA sequencing of E. distachya were retrieved from the National Center for Biotechnology Information (NCBI) Expressed Sequence Tags database (dbEST) (accessed by searching with “(Ephedra) AND “Ephedra distachya”[porgn:__txid3389]”). Microsatellites with a minimum repeat number of five were detected for 324 ESTs with a minimum length of 200 bp. We obtained 203 unique EST‐SSR loci by an all‐against‐all BLAST analysis and successfully designed primers for 171 unique EST‐SSR loci. All bioinformatic operations were performed using the microsatellite detection and development pipeline QDD version 3.1 (Meglécz et al., 2014). Finally, we selected 88 di‐ or trinucleotide loci with at least five repeats for further evaluation.

We sampled five populations (100 individuals total) of E. sinica in Datong, Shanxi Province, China (Appendix 1). Voucher specimens were deposited in the Herbarium of Beijing Forestry University (BJFC). In order to test for successful amplification of the 88 EST‐SSR loci selected, we conducted PCR analysis using eight individual plants of E. sinica. These eight individuals were collected in the Beijing Botanical Garden, Chinese Academy of Sciences. The genomic DNA was extracted from dried leaves using the cetyltrimethylammonium bromide (CTAB) protocol (Doyle and Doyle, 1987). An M13 tail (FAM, HEX, TAMRA, ROX) was attached to the forward primer (Meglécz et al., 2014) for visualization. The final PCR volume was 20 μL, containing 10 μL of 2× Taq PCR Mix (Tiangen, Beijing, China), 4 μL of fluorescent dye–labeled M13 primer (4 pM), 4 μL of mixed forward and reverse primers, and 2 μL (20 ng) of DNA. The following PCR conditions were used: 94°C incubation for 5 min; 25 cycles at 94°C for 40 s, 55°C for 40 s, and 72°C for 45 s; 10 cycles at 94°C for 40 s, 53°C for 40 s, and 72°C for 45 s; and a final extension at 72°C for 10 min.

Among the 88 identified di‐ or trinucleotide loci, 38 displayed the expected size bands. After final capillary electrophoresis analysis on an ABI 3730 sequencer (Applied Biosystems, Waltham, Massachusetts, USA), SSR alleles were called with GeneMarker version 2.20 (SoftGenetics, State College, Pennsylvania, USA). Of these 38 loci, 36 showed clear, single peaks for each allele as essential for confident scoring, and 11 of these loci were polymorphic among the initially screened eight individuals. Characteristics of the 25 pairs of monomorphic microsatellite loci developed for E. sinica are shown in Appendix 2. The 11 polymorphic primer pairs were subsequently used to screen five E. sinica populations (with sample sizes n = 20 per population) and two additional populations originating from E. likiangensis Florin (n = 20) and E. equisetina Bunge (n = 6) (Appendix 1). Table 1 shows the primer sequences, repeat motifs, amplification sizes, GenBank accession number of the target sequences, and functional annotations determined with the protein family database, Pfam (Finn et al., 2014). We employed GenAlEx version 6.5 (Peakall and Smouse, 2012) to calculate genetic diversity parameters. The allelic polymorphism information content (PIC) was calculated using CERVUS 3.0 (Kalinowski et al., 2007). Allele numbers ranged from three to 22, with an average of 11.55 alleles per locus. Levels of observed and expected heterozygosity ranged from 0 to 0.842 (average 0.176) and 0 to 0.883 (average 0.491), respectively. In addition, PIC values ranged from 0 to 0.847 (average 0.333). The genetic parameters calculated for the 11 polymorphic EST‐SSR loci are detailed in Table 2. The target sequences for all microsatellite loci are provided in Appendices S1 and S2.

Table 1.

Characteristics of 11 polymorphic microsatellite loci developed for Ephedra sinica

Locus Primer sequences (5′–3′) Repeat motif Allele size range (bp) Fluorescent dye Function annotationa GenBank accession no.
E‐2 F: GAGAGAAGGCAAGTGTCATGG (AGG)6 192–231 FAM Peroxidase JG722437
R: CCATCCTCGTCTCTTTCTGC
E‐18 F: AGTCGAAGCAGAAGGCTGAC (AAT)6 153–228 TAMRA Dev_Cell_Death JG719586
R: TCCTGGGAAGAGACTCCGTA
E‐20 F: GATTAGGTGGAAAGCAAGCG (AAG)5 164–170 HEX DUF260, Oxidored_q1 JG721857
R: ATCCAACCCGATCATGTACC
E‐33 F: TTGATGATGTCTGTAGCGGC (ATC)6 186–246 ROX MGS, AICARFT_IMPCHas JG720119
R: AGTGGCAGAAGTGTTGGCTT
E‐35 F: GGTGTTTCAGATGCGATTCA (AAG)6 182–188 FAM CK_II_beta JG720356
R: ATCGTTGATCCTCTTGCGAT
E‐49 F: CCTTGAGGCGCTTTATTCAG (AGG)5 175–253 TAMRA MIT JG721444
R: CGCAAGATCGAAATACCCAT
E‐58 F: GCTCTGTCGAGAAGAACCGA (ATC)5 149–200 HEX U‐box, zf‐RING_LisH,DOPA_dioxygen JG722187
R: GGGTGGAACTTGAGGTCCTT
E‐59 F: GGATCCAAGATCTGGAAGGAG (AGG)9 174–246 ROX YycI JG722338
R: AAGCCCATGTCATCATCCAT
E‐62 F: TGAATAGAAGCTGGCTGGGT (AAG)5 173–248 FAM No hit JG722724
R: TTGGCTGGTTCTGTCTGATG
E‐71 F: AAAGCGTGCAAGACGAGTTT (CAA)3CGAC(AAC)5A 171–261 ROX AAA_assoc JG723111
R: TCCTCTTCCTCTCCACCTCA
E‐83 F: GTCATGTCATGCTCACCGAC (ATC)5(TTC)3 255–264 HEX Pkinase, Pkinase_Tyr, Kdo, APH, RIO1, YrbL‐PhoP_reg JG719186
R: GCGACTTCTCATTGCTCTCC
a

Pfam annotation refers to the protein functional annotation.

Table 2.

Values for genetic diversity of Ephedra sinica across 11 polymorphic microsatellite loci.a

Locus MH‐1 (n = 20) MH‐2 (n = 20) MH‐3 (n = 20) MH‐4 (n = 20) MH‐5 (n = 20) Total
A H o H e PIC A H o H e PIC A H o H e PIC A H o H e PIC A H o H e PIC A
E‐2 2 0.050 0.050 0.048 3 0.000 0.272 0.247 2 0.000 0.185 0.164 2 0.000 0.097 0.090 3 0.100 0.188 0.174 5
E‐18 6 0.000 0.813 0.757 6 0.083 0.750 0.686 4 0.000 0.598 0.531 5 0.176 0.727 0.657 11 0.250 0.883 0.847 18
E‐20 3 0.167 0.379 0.337 2 0.111 0.489 0.362 2 0.000 0.097 0.090 2 0.000 0.097 0.090 3 0.100 0.272 0.247 4
E‐33 10 0.278 0.521 0.495 9 0.278 0.608 0.564 7 0.150 0.500 0.465 7 0.250 0.786 0.739 8 0.471 0.832 0.783 20
E‐35 3 0.105 0.104 0.099 2 0.200 0.185 0.164 2 0.050 0.050 0.048 2 0.200 0.185 0.164 2 0.100 0.097 0.090 3
E‐49 5 0.263 0.290 0.271 4 0.842 0.597 0.502 4 0.800 0.581 0.512 4 0.600 0.483 0.433 5 0.750 0.564 0.503 8
E‐58 4 0.105 0.711 0.636 4 0.125 0.762 0.689 3 0.067 0.398 0.351 7 0.000 0.823 0.770 5 0.000 0.694 0.627 10
E‐59 6 0.471 0.770 0.707 4 0.050 0.594 0.497 8 0.235 0.820 0.772 4 0.105 0.545 0.454 5 0.200 0.645 0.558 16
E‐62 8 0.000 0.876 0.834 8 0.211 0.751 0.695 10 0.235 0.845 0.804 10 0.350 0.836 0.794 10 0.300 0.831 0.787 21
E‐71 9 0.278 0.708 0.669 9 0.263 0.875 0.835 8 0.250 0.866 0.810 7 0.125 0.730 0.672 6 0.300 0.590 0.547 22
E‐83 2 0.000 0.097 0.090 1 0.000 0.000 0.000 3 0.000 0.190 0.177 1 0.000 0.000 0.000 3 0.053 0.152 0.142 4

A = number of alleles; H e = expected heterozygosity; H o = observed heterozygosity; n = number of individuals; PIC = polymorphism information content.

a

Voucher and locality information are provided in Appendix 1.

Furthermore, we conducted cross‐species amplification of the 11 polymorphic primer pairs on two related species: E. likiangensis from Yulong, Yunnan Province, and E. equisetina from Datong, Shanxi Province, China (Appendix 1). All 11 primer pairs successfully amplified E. likiangensis, except for locus E‐20, which produced monomorphic bands in the species (Table 3). For E. equisetina, nine out of the 11 primers tested were polymorphic, and two loci failed to amplify. The interspecific amplification profile may be partially related to the phylogenetic relationships between species, as the relationship between E. equisetina and E. sinica is more distant (Ickert‐Bond and Wojciechowski, 2004). In terms of polymorphisms, except for primers at the E‐49 locus, the remaining primer pairs showed moderate polymorphism in E. equisetina, possibly due to the small sample size.

Table 3.

Cross‐amplification of 11 polymorphic microsatellite loci developed for Ephedra sinica in E. likiangensis and E. equisetina.a

Locus Ephedra likiangensis (n = 20) Ephedra equisetina (n = 6)
A N Allele size (bp) H o H e PIC A N Allele size (bp) H o H e PIC
E‐2 4 19 189–237 0.526 0.528 0.444 1 1 182 0.000 0.000 0.000
E‐18 4 20 195–246 0.500 0.581 0.511 1 6 195 0.000 0.000 0.000
E‐20 1 20 185 0.000 0.000 0.000 2 6 170–185 0.833 0.530 0.368
E‐33 9 20 162–246 0.150 0.826 0.781 1 5 147 0.000 0.000 0.000
E‐35 3 20 182–277 0.400 0.337 0.289 1 6 188 0.000 0.000 0.000
E‐49 6 20 169–229 1.000 0.686 0.626 3 6 175–184 0.667 0.530 0.424
E‐58 5 19 152–197 0.526 0.627 0.546 1 6 195 0.000 0.000 0.000
E‐59 4 19 185–212 0.316 0.587 0.479 2 2 202–208 0.000 0.667 0.375
E‐62 5 20 150–224 0.200 0.486 0.438 1 6 222 0.000 0.000 0.000
E‐71 5 20 125–151 0.450 0.619 0.559 1 4 226 0.000 0.000 0.000
E‐83 3 19 247–265 0.368 0.317 0.275 2 6 189–258 0.333 0.485 0.346

A = number of alleles; H e = expected heterozygosity; H o = observed heterozygosity; n = number of individuals sampled; N = number of successfully amplified individuals; PIC = polymorphism information content.

a

Voucher and locality information are provided in Appendix 1.

CONCLUSIONS

The EST‐SSR polymorphic markers developed in this study will be potentially useful for studies of population structure and genetic diversity in E. sinica conservation genetics. These new markers will also be applicable for E. likiangensis and E. equisetina and can enrich the number of DNA markers available for Ephedra.

DATA ACCESSIBILITY

Expressed sequence tags used for primer development were downloaded from the National Center for Biotechnology Information (NCBI) Expressed Sequence Tags database (dbEST). GenBank accession numbers for target sequences of both polymorphic and monomorphic SSR loci are provided in Table 1 and Appendix 2.

Supporting information

APPENDIX S1. Monomorphic microsatellite target sequences from microsatellite marker development in Ephedra sinica.

APPENDIX S2. Polymorphic microsatellite target sequences from microsatellite marker development in Ephedra sinica.

ACKNOWLEDGMENTS

The authors thank Dr. X.‐R. Wang and Dr. X.‐Y. Kang for their valuable suggestions. This study was supported by grants from the Fundamental Research Funds for the Central Universities (no. YX2013‐412018BLCB08).

Appendix 1. Voucher and locality information for Ephedra species used in this study.a

Species Population code Voucher specimen accession no. Collection locality Geographic coordinates n
Ephedra likiangensis Florin ELF201807281b Baishui River, Jade Dragon Snow Mountain, Lijiang County, Yunnan Province 27.13205°N, 100.248755°E 20
Ephedra equisetina Bunge EEB201807301c Datong, Shanxi Province 39.95878°N, 113.776324°E 6
Ephedra sinica Stapf MH‐1 ESS201806101c Fan Yao village, Yanggao County, Datong, Shanxi Province 40.28975°N, 113.648139°E 20
Ephedra sinica MH‐2 ESS201806232c Nan Tuo village, Duzhuang township, Yunzhou District, Datong, Shanxi Province 39.95890°N, 113.776347°E 20
Ephedra sinica MH‐3 ESS201806233c Yang Lao Wa village, Xubao township, Yunzhou District, Datong, Shanxi Province 40.85174°N, 113.852189°E 20
Ephedra sinica MH‐4 ESS201806234c Longhun Mountain, Kang Yao village, Yanggao County, Datong, Shanxi Province 40.26208°N, 113.622244°E 20
Ephedra sinica MH‐5 ESS201806255c Bai Deng Mountain, Pingcheng District, Datong, Shanxi Province 40.12804°N, 113.372931°E 20

n = number of individuals sampled.

a

All voucher specimens are deposited in the Herbarium of Beijing Forestry University (BJFC), Beijing, China.

b

Collector Yong‐peng Ma.

c

Collector Dong‐xu Zhang.

Appendix 2. Characteristics of 25 pairs of monomorphic microsatellite loci developed for Ephedra sinica.

Locus Primer sequences (5′–3′) Repeat motif Allele size (bp) Fluorescent dye GenBank accession no.
E‐1 F: CCGAATCAATCGCTCTCTTT (CT)5 151 FAM JG721273
R: GCCTGGTTCTCTCCCATTT
E‐6 F: CAGTCAGGTCTCTTCGCCTC (CA)9 200 TAMRA JG723006
R: TGCAACCGTGATATGAGAGC
E‐12 F: TAGCTTGTGGCTATTGCCCT (TAG)5 144 HEX JG719000
R: ACCCTCCTCCTCCATTGTG
E‐13 F: AATCAACTTGGCCCAGACAA (CAT)5 151 ROX JG719115
R: CCTCTTGCTTAGCAGCGTCT
E‐19 F: GAAGCAGGAGCAGAAGATGC (GCA)5 194 FAM JG720107
R: TTTGGAGGTCGCTGATGG
E‐21 F: TTTGTGGTGTTGCTGACAGG (AG)24 244 TAMRA JG719754
R: ACTCCTCTGCCTCCACTTCC
E‐22 F: AGGCTGTGCAGGAACATCTC (GGC)6 230 HEX JG723316
R: GTGAGCGGGAATGAGTAGGA
E‐23 F: TAAACGACGGGTTCTCTCCA (TG)5 173 ROX JG719685
R: TCAAAGTCGTCGAGGAGGAG
E‐25 F: GAAACAGGCACAGACACGAC (GGCACA)5 186 FAM JG719706
R: GATTTCCAGATCCATTATGCG
E‐26 F: TGTTCCTCTCTCTGCGGATT (TTC)5 115 TAMRA JG719755
R: TCCTTTGGAAGCTGACCAGT
E‐30 F: ACACCACAGGCGAAGAAACT (CTC)5 186 HEX JG720051
R: GGAACGGACAGTTGGAGAAG
E‐36 F: ATTGAGCACGCAGACACAGT (TTG)5 243 ROX JG720438
R: GTTCTCGGACAAACTCAATGG
E‐38 F: TGGTCTTGGTCTCATCCCTC (AG)3(CAC)5 228 FAM JG720528
R: TCTCACCAAATTCCCACACTC
E‐39 F: AAGCGAATGGCGTATAATCG (AGG)7GCA(AGG)3 249 TAMRA JG720562
R: AGAGGAAGCAACCAACCCTT
E‐41 F: TAGAAGGAGGCGAGAAGCAG (AGA)5 214 HEX JG720763
R: TAGCTGAGTCGATCCCACG
E‐46 F: GGCAAACAGAAGGAACGAGA (ATG)5 144 ROX JG721163
R: TTGCTTGGGTAATAGGCATTG
E‐47 F: AACTGGACATGGAGGAGGTG (TCA)5 222 FAM JG721187
R: AGAGCGTCAGCCTCAGAAAC
E‐54 F: TTCCTGCTTCTTCTAATGCTTTG (TGC)5 165 TAMRA JG721879
R: TCGGATCAACACCAAACTCA
E‐55 F: AGGCCTTTCTCCGTGTGC (GCA)6 253 HEX JG721940
R: GAGCAATGGCCTTGACGTAG
E‐60 F: CTTGCAAGTTGCCGAAGC (GA)3T(TTG)3(TTA)6 167 ROX JG722642
R: GGTGAATCCATCAAACGCAT
E‐61 F: GGATAGGACCCGGGTTAAGA (TA)10 249 FAM JG722646
R: GCTGCCCATTAACAAACCAG
E‐65 F: TGCATAGAACAGTTGCAGAGG (AG)5 223 TAMRA JG723017
R: CAAGCATCTTTCCAACCCAT
E‐74 F: CAAATCCCTTTCTTCTCAGATTG (TAT)5 193 HEX JG723206
R: GGGTTTCTTACCAGTTGCAGA
E‐84 F: TCACTCTCTACAATTCATTCACAGC (TC)5(TA)4 183 ROX JG719254
R: GAAGCCGACGTGGATAAGAG
E‐88 F: TGACCAAGCTCAAGCAAGAA (ACA)6 166 TAMRA JG719585
R: GAAGCGATGATCAGTGGTGA

Jiao, S.‐Q. , Sun Y.‐Q., Zhang D.‐X., Gao Q., Jin Y., Liu H., Ma Y., Yang Y., Porth I., and Mao J.‐F.. 2019. Development of novel EST‐SSR markers for Ephedra sinica (Ephedraceae) by transcriptome database mining. Applications in Plant Sciences 7(1): e1212.

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Associated Data

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

Supplementary Materials

APPENDIX S1. Monomorphic microsatellite target sequences from microsatellite marker development in Ephedra sinica.

APPENDIX S2. Polymorphic microsatellite target sequences from microsatellite marker development in Ephedra sinica.

Data Availability Statement

Expressed sequence tags used for primer development were downloaded from the National Center for Biotechnology Information (NCBI) Expressed Sequence Tags database (dbEST). GenBank accession numbers for target sequences of both polymorphic and monomorphic SSR loci are provided in Table 1 and Appendix 2.


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