Literature DB >> 30386711

Development and characterization of EST-SSR markers for Carex angustisquama (Cyperaceae), an extremophyte in solfatara fields.

Koki Nagasawa1, Hiroaki Setoguchi2, Masayuki Maki3, Hayato Goto4, Keitaro Fukushima5, Yuji Isagi6, Shota Sakaguchi2.   

Abstract

PREMISE OF THE STUDY: Expressed sequence tag-simple sequence repeat (EST-SSR) markers were developed for Carex angustisquama (Cyperaceae) to investigate the evolutionary history of this plant that is endemic to solfatara fields in northern Japan. METHODS AND
RESULTS: Using RNA-Seq data generated by the Illumina HiSeq 2000, 20 EST-SSR markers were developed. Polymorphisms were assessed in C. angustisquama and the closely related species C. doenitzii and C. podogyna. In C. angustisquama, many loci were monomorphic within populations; the average number of alleles ranged from one to five, and levels of expected heterozygosity ranged from 0.000 to 0.580, while all markers were polymorphic in a population of C. doenitzii. This indicates that low genetic polymorphism of C. angustisquama is likely due to the species' population dynamics, rather than to null alleles at the developed markers.
CONCLUSIONS: These markers will be used to assess genetic diversity and structure and to investigate evolutionary history in future studies of C. angustisquama and related species.

Entities:  

Keywords:  Carex angustisquama; Carex doenitzii; Cyperaceae; expressed sequence tag–simple sequence repeat (EST‐SSR) markers; solfatara

Year:  2018        PMID: 30386711      PMCID: PMC6201717          DOI: 10.1002/aps3.1185

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


Carex L. is one of the largest and most widespread genera of the flowering plants, with approximately 2000 species (Reznicek, 1990). Most of its species are distributed in the Northern Hemisphere, especially in northern temperate and arctic regions. In addition to its global distribution, it is noteworthy that the species in the genus occur in various habitats ranging from rainforests and dry grassland to wet meadows, temperate forests, and alpine zones (Starr et al., 1999), which makes them useful models to study plant adaptation to the environment. Carex angustisquama Franch. (Cyperaceae) is a perennial sedge that is endemic to solfatara fields in the Tohoku region of northern Japan. Solfatara fields are areas around fumaroles emitting sulfide gases containing H2S and SO2 even after eruption (Tsujimura, 1979; Yamamoto et al., 2018). Acidified by sulfide gases from fumaroles, the soil in solfatara fields has low pH values of 2–3 and high concentrations of sulfur and aluminum, making a harsh environment for plants to survive. Carex angustisquama grows close to fumaroles where no other vascular plants are able to survive (Tsujimura, 1982). Because no other closely related species in Carex sect. Podogynae Holm grow in a similar habitat, C. angustisquama is assumed to have adapted to solfatara fields in the process of speciation. Carex angustisquama also represents a disjunct geographic distribution in six main volcanic areas in the Tohoku region, which are isolated by unsuitable forested vegetation. This pattern of distribution provides an ideal model to reconstruct the historical biogeography of C. angustisquama. To investigate the genetic structure and evolutionary history of C. angustisquama, genetic markers are needed, but there are no available markers that can be applied to this species. Expressed sequence tag–simple sequence repeat (EST‐SSR) markers are widely distributed both in transcribed and nontranscribed regions (Morgante et al., 2002). EST‐SSR markers are regarded as easier and less expensive markers to develop and reported to be more transferable among closely related species (Bouck and Vision, 2007). Moreover, they are shown to be more reliable because they have lower frequencies of null alleles than anonymous genomic SSR markers (Ellis and Burke, 2007). Therefore, we developed EST‐SSR markers and examined their polymorphisms and transferability to closely related taxa.

METHODS AND RESULTS

Total RNA was extracted from C. angustisquama (population CA18, Appendix 1) using the Agilent Plant RNA Isolation Mini Kit (Agilent Technologies, Santa Clara, California, USA). A non‐normalized cDNA library was constructed and sequenced using the Illumina HiSeq 2000 system (Illumina, San Diego, California, USA). De novo assembly of 83,484,902 cleaned 100‐bp reads (DNA Data Bank of Japan [DDBJ], Bioproject PRJDB6849) using CLC Genomic Workbench version 10.1.1 software (CLC bio, Aarhus, Denmark) produced 53,628 contigs (N50: 1321 bp). Microsatellite regions (≥8 dinucleotide repeats, ≥8 trinucleotide repeats) were searched using MSATCOMMANDER (Faircloth, 2008). We obtained 937 markers, of which 63 pairs were selected based on repeat number. For all loci, the forward primer was synthesized with one of four different M13 sequences (5′‐CACGACGTTGTAAAACGAC‐3′, 5′‐TGTGGAAT‐TGTGAGCGG‐3′, 5′‐CTATAGGGCACGCGTGGT‐3′, or 5′‐CGGA‐GAGCCGAGAGGTG‐3′) and the reverse primer was tagged with a PIG‐tail (5′‐GTTTCTT‐3′). PCR reactions were performed using a QIAGEN Multiplex PCR Kit (QIAGEN, Hilden, Germany) in a 10‐μL volume containing 20–30 ng of DNA, 5 μL of 2× Multiplex PCR Master Mix, 0.01 μM of forward primer, 0.2 μM of reverse primer, and 0.1 μM of fluorescently labeled M13 primer. The PCR protocol was as follows: 95°C for 30 min; followed by 35 cycles of 94°C for 30 s, 60°C for 3 min, 72°C for 1 min; and a final extension at 68°C for 30 min. Amplified products were loaded onto an ABI 3130 autosequencer (Applied Biosystems, Foster City, California, USA) using the GeneScan 600 LIZ Size Standard (Applied Biosystems), POP7 polymer (Applied Biosystems), and 36‐cm capillary array. Fragment size was determined using GeneMapper (Applied Biosystems). For the initial PCR amplification trial, we used two individuals from population CA09 (Appendix 1). For the 32 primer pairs that showed clear peaks, two individuals from each population (CA09, CA13, CA14, and CA15; Appendix 1) were then used to check polymorphisms among populations. Using 20 primers that were polymorphic over the eight samples (details for 12 monomorphic markers are provided in Appendix 2), 24 individuals from each population (CA09, CA14, and CA15) were evaluated for within‐population polymorphisms. However, because few polymorphisms were detected within each population, we examined the transferability and evaluated polymorphisms in two closely related species (C. doenitzii Boeckeler and C. podogyna Franch. & Sav.; Appendix 1) to test whether low genetic variation of C. angustisquama was the result of null alleles at the markers or of the species’ genetic nature. GenAlEx 6.5 software (Peakall and Smouse, 2012) was used to calculate genetic diversity indices (number of alleles [A], observed heterozygosity [H o], and expected heterozygosity [H e]). FSTAT 2.9.3 software (Goudet, 1995) was used to test significance of Hardy–Weinberg equilibrium (HWE) by 1000 randomizations; the significance of the associated P values was adjusted by applying sequential Bonferroni correction. The test for the presence of null alleles was performed using MICRO‐CHECKER version 2.2.3 (van Oosterhout et al., 2004). For C. angustisquama, all primer pairs (Table 1) were polymorphic when all populations were combined; A ranged from two to seven, and levels of H e and H o ranged from 0.100 to 0.703 and 0.000 to 0.286, respectively (Table 2). For each population, A ranged from one to five, and levels of H e and H o ranged from 0.000 to 0.580 and 0.000 to 0.524, respectively (Table 2). For cross‐species amplification, 20 and nine primer pairs were polymorphic in C. doenitzii and C. podogyna, respectively (Table 3). Significant departures (P < 0.01) from HWE were detected in three loci (Cang4398, Cang7240, and Cang48335) in C. doenitzii, although no significant departures were detected for any of the populations or loci in both C. angustisquama and C. podogyna. Analysis with MICRO‐CHECKER (at the 99% confidence level) highlighted the existence of null alleles at some loci in C. angustisquama and C. doenitzii (Tables 2, 3).
Table 1

Twenty polymorphic EST‐SSR markers developed for Carex angustisquama

LocusPrimer sequences (5′–3′)Repeat motifAllele size range (bp)BLASTX top hit description E‐valueGenBank accession no.
Cang_681F: TGTGGAATTGTGAGCGGAGCTTATTGGCCGCATGAAC(AG)19 245–251B‐box zinc finger protein 22 [Ananas comosus]8.00E‐77 FX986011
R: GTTTCTTCCAACCGGATAAAGCTGCG
Cang_1267F: TGTGGAATTGTGAGCGGTAATGTGGGTCCCGGTACTG(AGC)9 209–221PREDICTED: ATP‐dependent helicase BRM [Oryza brachyantha]0.0 FX985999
R: GTTTCTTCGTGAAACCGAAACCTGGTC
Cang_1881F: TGTGGAATTGTGAGCGGTGTGGATGACGTGGCATTTG(AT)11 316–334Hypothetical protein GQ55_7G126900 [Panicum hallii var. hallii]9.00E‐149 FX986003
R: GTTTCTTTACAGCACAACATAGCCCTC
Cang_2073F: CTATAGGGCACGCGTGGTCAGTGCAGCCGAGATTCTTG(AAG)10 466–475Putative DEAD‐box ATP‐dependent RNA helicase family protein [Zea mays]0.0 FX986008
R: GTTTCTTCCCATCTCGATCCCAAATCC
Cang_3069F: TGTGGAATTGTGAGCGGGTCTCCTCCGCCAAGTACTC(AAG)10 398–439Poly(A)‐specific ribonuclease PARN [Ananas comosus]0.0 FX986006
R: GTTTCTTAATTGGAGGATGGCAAAGCG
Cang_3862F: CACGACGTTGTAAAACGACGATCCATCCACTCTCCCTCC(AG)17 173–183Uncharacterized protein LOC100191912 [Zea mays]9.00E‐113 FX986009
R: GTTTCTTCATCCACCACGATACGCTTC
Cang_4293F: CTATAGGGCACGCGTGGTCGATTTCCACTGCGTGTACC(AG)12 244–250PREDICTED: WD‐40 repeat‐containing protein MSI4‐like [Phoenix dactylifera]0.0 FX986001
R: GTTTCTTCCACTCGCAAACAACAGTCG
Cang_4398F: CGGAGAGCCGAGAGGTGTCCTACTAAAGTCCCTGCTGAG(AG)12 147–153PREDICTED: uncharacterized protein LOC1037210791.00E‐90 FX985994
R: GTTTCTTGTTGGTTGAGTGAGGCTGTG
Cang_5849F: CACGACGTTGTAAAACGACACCCACCCATAGTTCCAGAAG(AG)10 406–418 d‐cysteine desulfhydrase 2, mitochondrial‐like isoform X43.00E‐09 FX986007
R: GTTTCTTACCTATGAGTCAGCCCGAAC
Cang_7187F: CGGAGAGCCGAGAGGTGGCAGCGTGGGAAGGAAGAG(AG)12 366–409WD repeat‐containing protein 44‐like [Ananas comosus]0.0 FX986004
R: GTTTCTTAAAGCGTTGGAAAGAGCGTC
Cang_7240F: CACGACGTTGTAAAACGACAAAGCTTGGCAGATTCGTCG(AGG)11 210–218PREDICTED: protein TIC 21, chloroplastic [Musa acuminata]2.00E‐98 FX985998
R: GTTTCTTAATGCAGGCGTCGATGTTAC
Cang_7261F: CACGACGTTGTAAAACGACCTTCGTTTCACCACAGCTGC(AG)12 236–238Protein ROOT PRIMORDIUM DEFECTIVE 1 [Asparagus officinalis]0.0 FX986000
R: GTTTCTTAAACCTCACCACTGCACTCG
Cang_10657F: CGGAGAGCCGAGAGGTGGAGGCGAATTGAGTTGCTCC(AG)12 175–185 Probable transcription factor At5g28040 [Ananas comosus]2.00E‐89 FX985996
R: GTTTCTTGCCAATGCCAAACTTTGAGG
Cang_18857F: CTATAGGGCACGCGTGGTCTCTCTCAGCTCGGACAGTG(AG)12 398–408PREDICTED: protein TIFY 4B‐like isoform X4 [Phoenix dactylifera]8.00E‐58 FX986005
R: GTTTCTTTTCCACCGAAATCAGGGAGG
Cang_19507F: TGTGGAATTGTGAGCGGCACAGTATCTTTCTCCGCCC(AG)19 201–215PREDICTED: histone deacetylase 19‐like [Elaeis guineensis]0.0 FX986010
R: GTTTCTTAGAAGTATGAGACCCGACGC
Cang_21384F: CACGACGTTGTAAAACGACGGGTTACCGAGGCACAATTG(AC)12 118–136No significant similarity found. FX985993
R: GTTTCTTGATGCGACACAACTAACCCG
Cang_22899F: CTATAGGGCACGCGTGGTGGAGAGCAAATTCAGAGCGG(AG)11 153–157PREDICTED: transcription factor PCL1‐like [Musa acuminata subsp. malaccensis]1.00E‐74 FX985995
R: GTTTCTTACAGAGAGAAGCAAGGCAGG
Cang_25819F: CTATAGGGCACGCGTGGTGGAGTTGATGATGGGTTTAGGG(AG)17 287–297No significant similarity found. FX986012
R: GTTTCTTGGTCTGTGCCACTTAGTCCC
Cang_46532F: CGGAGAGCCGAGAGGTGAGCCCTAGAAACCTGACCTTG(AC)12 302–305No significant similarity found. FX986002
R: GTTTCTTGGACACTATGCTGTACAAGGG
Cang_48335F: TGTGGAATTGTGAGCGGAGTTGTAGGTGGTGTAGCGG(AG)10 185–189No significant similarity found. FX985997
R: GTTTCTTCCCTGGCACTGTTTAGCTTG
Table 2

Characteristics of the 20 polymorphic EST‐SSR markers in three populations of Carex angustisquama.a

LocusCA09 (N = 24)CA14 (N = 24)CA15 (N = 24)All (N = 72)
A H e H o A H e H o A H e H o A H e H o
Cang_68110.0000.00010.0000.00030.5440.238b 40.5100.081b
Cang_126710.0000.00020.1050.11150.3190.18270.7020.094b
Cang_188120.4690.083b 10.0000.00010.0000.00030.5250.030b
Cang_207310.0000.00010.0000.00020.4660.21730.5110.076b
Cang_306920.2490.29210.0000.00030.2320.17450.7030.167b
Cang_386210.0000.00010.0000.00010.0000.00030.6620.000b
Cang_429310.0000.00010.0000.00010.0000.00030.6630.000b
Cang_439810.0000.00010.0000.00010.0000.00030.6620.000b
Cang_584920.2490.29210.0000.00010.0000.00020.1000.106
Cang_718710.0000.00010.0000.00010.0000.00020.4630.000b
Cang_724010.0000.00010.0000.00010.0000.00030.6620.000b
Cang_726110.0000.00020.1050.00020.0870.09140.5060.031b
Cang_1065710.0000.00020.0540.05610.0000.00030.4090.016b
Cang_1885720.0800.00010.0000.00020.1590.08730.5090.030b
Cang_1950720.3530.29210.0000.00030.5800.52440.6210.286b
Cang_2138410.0000.00010.0000.00020.0490.05030.4230.016b
Cang_2289910.0000.00020.0540.05610.0000.00030.4090.016b
Cang_2581910.0000.00010.0000.00010.0000.00030.6620.000b
Cang_4653220.413 0.167b 10.0000.00010.0000.00030.5170.061b
Cang_4833520.0410.04220.0540.05630.2750.18840.5390.086b
Average1.3500.0930.0581.550.0190.0141.80.1360.0883.40.5380.055b

A = number of alleles per locus; H e = expected heterozygosity; H o = observed heterozygosity; N = number of individuals genotyped.

Voucher and locality information are provided in Appendix 1.

Significant possibility of presence of null alleles (99% confidence level) detected by MICRO‐CHECKER (van Oosterhout et al., 2004).

Table 3

Cross‐amplification and genetic diversity statistics of the EST‐SSR markers developed for Carex angustisquama in two related species.a

Locus C. doenitzii (N = 24) C. podogyna (N = 16)
A H e H o A H e H o
Cang_68150.3210.18220.4440.333
Cang_126740.5740.292b 20.3050.250
Cang_188180.8060.522b 10.0000.000
Cang_207360.7470.8710.0000.000
Cang_306970.6940.60910.0000.000
Cang_386260.7130.435b 20.4860.500
Cang_429350.7120.78320.3200.133
Cang_439840.6440.045c, b 30.3310.267
Cang_584930.460.36410.0000.000
Cang_718720.3150.21710.0000.000
Cang_724060.7530.375c, b 10.0000.000
Cang_726160.7510.82610.0000.000
Cang_1065740.3960.29420.4440.000
Cang_1885750.6940.73920.4510.563
Cang_1950770.7940.76210.0000.000
Cang_2138450.7180.59120.1170.125
Cang_2289920.1940.21710.0000.000
Cang_2581950.6880.57110.0000.000
Cang_4653220.2580.21720.3580.333
Cang_4833550.50.125c, b
Average4.850.5870.4521.4500.1630.125

A = number of alleles per locus; H e = expected heterozygosity; H o = observed heterozygosity; N = number of individuals genotyped.

Voucher and locality information are provided in Appendix 1.

Significant possibility of presence of null alleles (99% confidence level) detected by MICRO‐CHECKER (van Oosterhout et al., 2004).

Significant departures (P < 0.01) from Hardy–Weinberg equilibrium after Bonferroni correction.

Twenty polymorphic EST‐SSR markers developed for Carex angustisquama Characteristics of the 20 polymorphic EST‐SSR markers in three populations of Carex angustisquama.a A = number of alleles per locus; H e = expected heterozygosity; H o = observed heterozygosity; N = number of individuals genotyped. Voucher and locality information are provided in Appendix 1. Significant possibility of presence of null alleles (99% confidence level) detected by MICRO‐CHECKER (van Oosterhout et al., 2004). Cross‐amplification and genetic diversity statistics of the EST‐SSR markers developed for Carex angustisquama in two related species.a A = number of alleles per locus; H e = expected heterozygosity; H o = observed heterozygosity; N = number of individuals genotyped. Voucher and locality information are provided in Appendix 1. Significant possibility of presence of null alleles (99% confidence level) detected by MICRO‐CHECKER (van Oosterhout et al., 2004). Significant departures (P < 0.01) from Hardy–Weinberg equilibrium after Bonferroni correction. EST‐SSR markers were shown to have a disadvantage of less polymorphism than genomic SSR markers (Bouck and Vision, 2007; Ellis and Burke, 2007), and we found low genetic variation in all populations of C. angustisquama. This may be caused by presence of null alleles. However, substantial polymorphisms were detected in C. doenitzii, which is the most closely related species to C. angustisquama (K. Nagasawa, H. Setoguchi, M. Maki, H. Goto, K. Fukushima, Y. Isagi, S. Sakaguchi, Y. Suyama, and Y. Tsunamoto, unpublished data). Moreover, in C. angustisquama, although most loci were homozygous within populations, these loci were fixed with different alleles for each population, which likely reflects evolutionary history rather than null alleles. Thus, we conclude that low genetic variation of C. angustisquama is probably caused by the species’ demographic history.

CONCLUSIONS

The 20 EST‐SSR markers developed for C. angustisquama are less polymorphic within populations. However, in intraspecific and cross‐species amplification, substantial polymorphisms were detected, indicating that low genetic variation in C. angustisquama results from the species’ demographic history, and not from the markers’ characteristics. Thus these markers will be useful for investigating intraspecific relationships among C. angustisquama populations occurring in disjunct solfatara fields. These markers are also useful in other Carex species, providing novel population genetic tools in this speciose genus.

DATA ACCESSIBILITY

Cleaned reads from the cDNA library have been deposited to the DNA Data Bank of Japan (DDBJ; Bioproject PRJDB6849). Sequence information for the developed primers has been deposited to the National Center for Biotechnology Information (NCBI); GenBank accession numbers are provided in Table 1.
SpeciesPopulation N Collection locality Geographic coordinates (Altitude, m)Voucher specimen accession no.a
Carex angustisquama Franch.b CA181Goshogake, Senboku‐shi, Akita Pref., Japan35°21′38″N, 137°01′34″E (1002)KYO 00023447
Carex angustisquama c , d , e CA0924Katanuma, Osaki‐shi, Miyagi Pref., Japan38°44′02″N, 140°43′28″E (309)KYO 00023438
Carex angustisquama d CA132Mt. Kurikoma, Ichinoseki‐shi, Iwate Pref., Japan38°58′47″N, 140°46′10″E (1113)KYO 00023439
Carex angustisquama d , e CA1424Mt. Hakkoda, Aomori‐shi, Aomori Pref., Japan40°38′56″N, 140°51′15″E (936)KYO 00023440
Carex angustisquama d , e CA1524Mt. Osorezan, Mutsu‐shi, Aomori Pref., Japan41°19′47″N, 141°05′10″E (216)KYO 00023444
Carex doenitizii Boeckelerf C8624Mt. Konsei, Nikko‐shi, Gunma Pref., Japan36°49′04″N, 139°23′37″E (2044)KYO 00023454
Carex podogyna Franch. & Sav.f C11616Mt. Shiogiri, Miyazu‐shi, Kyoto Pref., Japan 35°39′01″N, 135°12′27″E (610)NA
LocusPrimer sequences (5′–3′)Repeat motifAllele size range (bp)BLASTX top hit description E‐value
Cang_103F: CACGACGTTGTAAAACGACGATCGGTGATTGGGCCTTTG(AG)11 265Glutamine synthetase root isozyme 3 [Zea mays]0.0
R: GTTTCTTGCCCTGATTTCTGAACCGTG
Cang_594F: CTATAGGGCACGCGTGGTTGCTCCAGTCCCAACCATAG(AG)20 325PREDICTED: calmodulin‐binding transcription activator 4 isoform X1 [Elaeis guineensis]0.0
R: GTTTCTTTGGGTGTGCTTCTGAGACC
Cang_1002F: TGTGGAATTGTGAGCGGCGGTGGTTGGAATTCGAAGG(AG)11 434Sulfite exporter TauE/SafE family protein 4 [Sorghum bicolor]4.00E‐143
R: GTTTCTTTCCAGTTCACCTCCAGCTTC
Cang_1737F: TGTGGAATTGTGAGCGGGAGAAATCAACAGAGCGGGC(AAG)14 414PREDICTED: eukaryotic translation initiation factor 3 subunit I‐like [Phoenix dactylifera]0.0
R: GTTTCTTAACTGCGATTGGTCCTGTTG
Cang_1744F: CACGACGTTGTAAAACGACTTCCTGGATCCTTGTCGACC(AG)20 276PREDICTED: guanine nucleotide‐binding protein‐like NSN1 [Elaeis guineensis]0.0
R: GTTTCTTGCCTACATAACCCATCGCTC
Cang_2515F: TGTGGAATTGTGAGCGGACCCTAGACTCGGATCCTCC(AG)23 279Carbon catabolite repressor protein 4 homolog 1‐like [Ananas comosus]0.00E+00
R: GTTTCTTGCCAGACTTATACTCTCCCTCG
Cang_2955F: CGGAGAGCCGAGAGGTGCTGTAACGAATCAGGTGCGG(AAG)10 410Threonine dehydratase biosynthetic, chloroplastic [Ananas comosus]0.0
R: GTTTCTTCTCCATTACCTGCTCCCTCC
Cang_3156F: CACGACGTTGTAAAACGACTTCAGTAGCCGAGCCTCATC(AG)12 413Eukaryotic translation initiation factor 1A [Citrus clementina]5.00E‐81
R: GTTTCTTCCTCTCTTCCTGAACAAACCG
Cang_3166F: CACGACGTTGTAAAACGACCGCTCTTGTGCAGTTCCAAC(AT)19 206PREDICTED: uncharacterized protein LOC107807406 isoform X1 [Nicotiana tabacum]2.00E‐177
R: GTTTCTTGGGAGAGGGATCTGAGCTTG
Cang_3348F: CTATAGGGCACGCGTGGTATTGCCTCCACAGCCTCC(AG)17 192PREDICTED: NADP‐dependent d‐sorbitol‐6‐phosphate dehydrogenase [Elaeis guineensis]0.0
R: GTTTCTTAGCGGATAAGAGGAGATCGC
Cang_4013F: TGTGGAATTGTGAGCGGACACGAAGCAGCTCTCTACC(AG)18 114Peroxisome biogenesis protein 1 [Ananas comosus]0.0
R: GTTTCTTATTCGCCTCTGAGTCGAGAC
Cang_4089F: CGGAGAGCCGAGAGGTGCACCTCCTCCTCTCTAAACCC(AG)24 198Auxin response factor 18 [Ananas comosus]0.0
R: GTTTCTTCTGCTCTTCTCATTGGCGTC
  6 in total

1.  The phylogenetic position of Carex section Phyllostachys and its implications for phylogeny and subgeneric circumscription in Carex (Cyperaceae).

Authors:  J R Starr; R J Bayer; B A Ford
Journal:  Am J Bot       Date:  1999-04       Impact factor: 3.844

2.  Microsatellites are preferentially associated with nonrepetitive DNA in plant genomes.

Authors:  Michele Morgante; Michael Hanafey; Wayne Powell
Journal:  Nat Genet       Date:  2002-01-22       Impact factor: 38.330

Review 3.  The molecular ecologist's guide to expressed sequence tags.

Authors:  Amy Bouck; Todd Vision
Journal:  Mol Ecol       Date:  2007-03       Impact factor: 6.185

Review 4.  EST-SSRs as a resource for population genetic analyses.

Authors:  J R Ellis; J M Burke
Journal:  Heredity (Edinb)       Date:  2007-05-23       Impact factor: 3.821

5.  msatcommander: detection of microsatellite repeat arrays and automated, locus-specific primer design.

Authors:  Brant C Faircloth
Journal:  Mol Ecol Resour       Date:  2008-01       Impact factor: 7.090

6.  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 in total

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