Literature DB >> 25202565

Development of microsatellite loci in Artocarpus altilis (Moraceae) and cross-amplification in congeneric species.

Colby Witherup1, Diane Ragone2, Tyr Wiesner-Hanks3, Brian Irish4, Brian Scheffler5, Sheron Simpson5, Francis Zee6, M Iqbal Zuberi7, Nyree J C Zerega1.   

Abstract

PREMISE OF THE STUDY: Microsatellite loci were isolated and characterized from enriched genomic libraries of Artocarpus altilis (breadfruit) and tested in four Artocarpus species and one hybrid. The microsatellite markers provide new tools for further studies in Artocarpus. • METHODS AND
RESULTS: A total of 25 microsatellite loci were evaluated across four Artocarpus species and one hybrid. Twenty-one microsatellite loci were evaluated on A. altilis (241), A. camansi (34), A. mariannensis (15), and A. altilis × mariannensis (64) samples. Nine of those loci plus four additional loci were evaluated on A. heterophyllus (jackfruit, 426) samples. All loci are polymorphic for at least one species. The average number of alleles ranges from two to nine within taxa. •
CONCLUSIONS: These microsatellite primers will facilitate further studies on the genetic structure and evolutionary and domestication history of Artocarpus species. They will aid in cultivar identification and establishing germplasm conservation strategies for breadfruit and jackfruit.

Entities:  

Keywords:  Artocarpus altilis; Artocarpus camansi; Artocarpus heterophyllus; Artocarpus mariannensis; Moraceae; breadfruit; jackfruit

Year:  2013        PMID: 25202565      PMCID: PMC4103128          DOI: 10.3732/apps.1200423

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


The genus Artocarpus J. R. Forst. & G. Forst. (Moraceae) contains several agriculturally significant species, breadfruit (A. altilis (Parkinson) Fosberg) and jackfruit (A. heteropyhllus Lam.) being the most widely cultivated (Zerega et al., 2010). Breadfruit is a traditional staple in Oceania, and its progenitor species are A. camansi Blanco and A. mariannensis Trécul; hybrids also exist (Zerega et al., 2004). The origin of jackfruit is unclear, but it is likely native to the Indian subcontinent (Jarrett, 1959). Even with morphological descriptors, accurate breadfruit cultivar identification remains difficult (Jones et al., 2013), and little is known about jackfruit genetic diversity (Shyamalamma et al., 2008). Despite the fact that breadfruit and jackfruit are in different Artocarpus subgenera (Zerega et al., 2010), several primers cross-amplified well and showed polymorphisms, suggesting they might be useful in additional Artocarpus species.

METHODS AND RESULTS

To construct the genomic library, leaf tissue was obtained from an A. altilis individual (voucher DR468 deposited at the National Tropical Botanical Garden [NTBG] Herbarium [PTBG], Kalaheo, Hawaii) collected from Fiji (Living Accession 900261.002 at the Breadfruit Institute, NTBG, Hawaii). DNA was extracted using the QIAGEN DNeasy Plant Mini Kit (QIAGEN, Valencia, California, USA) following standard protocol. Microsatellite libraries were developed by Genetic Identification Services (Chatsworth, California, USA), following the methods of Jones et al. (2002). The libraries were enriched for four repeat motifs—(GA), (CA), (ATG), and (TAGA). Thirty-eight clones containing microsatellites were sequenced. Using DesignerPCR version 1.03 (Research Genetics, Huntsville, Alabama, USA), 75 primer pairs were designed (approximately two pairs for each clone) and screened across 25 A. altilis and 12 A. heterophyllus individuals to test for amplification and polymorphisms. Nineteen primers for breadfruit (A. altilis) and related species (A. camansi, A. mariannensis, and A. altilis × mariannensis) and 10 primers for A. heterophyllus yielded either a single band, or two that were consistently different in size, when separated and visualized under UV light on an agarose gel stained with SYBR Green (Proligo, Hamburg, Germany). Three of these primer pairs amplified two loci of differing lengths (Tables 1 and 2). Loci MAA54a/b have conserved sequences flanking similar microsatellite sequences and may represent historical duplications that have since diverged (Karhu et al., 2000). The same is true for loci MAA178a/b. In loci MAA196a/b the microsatellite flanking sequences are not identical, but share enough similarities to allow for cross amplification. For all three primers, the two loci amplified were straightforward to score and consistently amplified in all samples. Loci 178a and 196a do not demonstrate linkage to 178b and 196b, respectively; loci 54a/b did deviate from the null hypothesis that the loci were not linked (P = 0.04), as tested in GENEPOP (Raymond and Rousset, 1995). Nineteen primers (amplifying 21 loci) were then used to evaluate 241 A. altilis, 34 A. camansi, 15 A. mariannensis, and 64 A. altilis × mariannensis samples collected from trees growing in private and public collections (Table 2, Appendix 1), and representing original collections from throughout Oceania as well as Indonesia, the Philippines, and the Seychelle Islands. Ten primers (amplifying 13 loci) were used to evaluate 426 A. heterophyllus samples collected from public collections with provenance from Thailand, Indonesia, Malaysia, Jamaica, Singapore, Australia, India, and Miami, and from private holdings in Bangladesh (Table 2, Appendices 1 and 2). Herbarium vouchers were made from representative sites in Bangladesh; accession numbers are given for samples from public living collections (Appendix 2).
Table 1.

Characteristics of 25 microsatellite loci amplified in Artocarpus species.

LocusPrimer sequences (5′–3′)Repeat motifaTa (°C)bGenBank accession no.
MAA3F: TGTTCTAGCTGCACGAATTATG(TA)559.8/55.0JX415243
R: CTTGAATCAAACAGGCCAATTA
MAA9F: AACAGGGTTAAAATCCCTTCAC(CA)1559.8/55.0JX415244
R: GTTCCCGTTTTGTTCAAAGAG
MAA26F: CATGAATGAAACAACATCAGAC(GT)959.8/55.0JQ952762
R: ATAGTCATAAAGCCCTGCG
MAA40F: AGCATTTCAGGTTGGTGAC(TG)1659.8/55.0JX415245
R: GTTGTTCTGTTTGCCTCATC
*MAA54aF: AACCTCCAAACACTAGGACAAC(CA)5,(AT)459.8/55.0JQ952763
R: AGCTACTTCCAAAACGTGACA
*MAA54bF: AACCTCCAAACACTAGGACAAC(AT)9,(CA)6,(AT)459.8/55.0JQ952764
R: AGCTACTTCCAAAACGTGACA
MAA71F: TTCCTATTTCTTGCAGATTCTC(CT)11(CA)1959.8/55.0JX415246
R: AGTGGTGGTAAGATTCAAAGTG
MAA85F: TCAGGGTGTAGCGAAGACA(CA)1159.8/55.0JX415247
R: AGGGCTCCTTTGATGGAA
MAA96F: GGACCTCAAGGATGTGATCTC(CA)14(TA)7(TG)359.8/55.0JX415248
R: ACACGGTCTTCTTTGGATAGC
MAA105F: GTTGGGACACTGTGAACTATTC(GT)1159.8/55.0JQ952765
R: AAAAGCTAGTGGATTAGATGCA
MAA122F: CTGGCCTTCAGTTTTGTCAAC(GT)11(GA)4,(GA)1159.8/55.0JQ952766
R: CACCAGGCTTCAAGATGAAA
MAA135F: TGCATCATAAGGTTGCTCTG(AG)2259.8/55.0JX415249
R: TGGGCTTTTTCTGGAAAC
MAA140F: CCATCCCCCATCTTTCCT(CT)2559.8/55.0JQ952767
R: TCCTCGTTTGCCACAGTG
MAA145F: CCAACGCATAGCCAAATC(CTT)9,(GA)14,(GA)859.8/55.0JQ952768
R: AAATCCCAAACCCAACGT
MAA156F: CTGGTGCTTCAGCCTAATG(GA)3,(GA)5,(GA)8,(GA)1359.8/55.0JQ952769
R: TCAGCGTCAAAGATAACTCG
*MAA178aF: GATGGAGACACTTTGAACTAGC(GT)3,(GT)6,(GT)3,(GA)3,(GA)1059.8/55.0JQ952770
R: CACCAGGGTTTAAGATGAAAC
*MAA178bF: GATGGAGACACTTTGAACTAGC(GT)3,(GT)3,(GA)3,(GA)1159.8/55.0JQ952771
R: CACCAGGGTTTAAGATGAAAC
MAA182F: TACTGGGTCTGAAAAGATGTCT(CT)1959.8/55.0JQ952772
R: CGTTTGCGTTTGGATAAAT
*MAA196aF: GGAATGTGGTAGATGAAACTCC(CT)11,(GA)459.8/55.0JQ952773
R: CGACAAAAAAACAAAGGAAGAC
*MAA196bF: GAATGTGAGAGATAAATCTCC(CT)1259.8/55.0JQ952774
R: CGACAAAAAAACAAAGGAAGAC
MAA201F: GGTTCAATTCACACATACAGG(GA)1559.8/55.0JX415250
R: TTGAGGCTAAAAGAATATGAGG
MAA219F: ATTTGCATCATGTAGGACA(CAT)859.8/55.0JX415251
R: GGACACAACGACATTGAC
MAA251F: ATCGTCTTTGTCACCACCAC(ATC)1059.8/55.0JX415252
R: ATAGCCGAGTAACTGGATGGA
MAA287F: CTTCCCACTAAATGTAAACG(TCTA)559.8/55.0JX415253
R: TCTCAAACAATGGAGTGATC
MAA293F: TCCCCTTCACTTTCGGAT(CTAT)659.8/55.0JX415254
R: CGATTTGACCCACCATTC

Note: Ta = annealing temperature.

Commas indicate presence of nonrepeating nucleotides between repeats.

PCR was performed using a two-step process with varying annealing temperatures (see Methods and Results section).

*Primers amplified two separate loci.

Table 2.

Genetic diversity results for 25 microsatellite loci in Artocarpus species.

A. altilis (diploid, n = 79)A. altilis (triploid, n = 162)A. a × m (diploid, n = 31)A. a × m (triploid, n = 33)A. camansi (n = 34)A. mariannensis (n = 15)A. heterophyllus (n = 426)c
LocusAASR (bp)HoHeAASR (bp)% het.AASR (bp)HoHeAASR (bp)% het.AASR (bp)HoHeAASR (bp)HoHeAASR (bp)HoHe
MAA312160.0000.00012160.00012160.0000.00012160.0002d216–2180.0880.08612160.0000.000ndndndnd
MAA95153–1730.1040.1135153–1710.1853163–1710.3230.3325161–1710.7582d161–1710.0880.0862164–1680.4000.405ndndndnd
MAA26ndndndndndndndndndndndndndndndndndndndndndnd10273–2970.4610.776
MAA408170–1880.8970.7957180–1920.9322182–1860.0320.0323180–1900.6972d180–1820.0000.05911820.0000.000ndndndnd
*MAA54a10167–1950.7090.78310173–1950.9942173–1870.1940.2294173–1871.0006d173–1850.4120.79011730.0000.0003181–1850.1870.454
*MAA54b3205–2150.3080.3132207–2150.9142205–2070.0320.0323205–2070.60612070.0000.00012070.0000.0009211–2390.7240.729
MAA7110154–1840.8460.8169152–1780.9884152–1820.2900.2645152–1821.0004d154–1600.0880.29411520.0000.000ndndndnd
MAA857d154–1780.4680.7776154–1640.9383d154–1640.0650.4854158–1640.39411560.0000.00011620.0000.000ndndndnd
MAA968176–2140.7720.7916204–2140.9754d204–2200.3870.5476204–2200.9394d208–2180.4410.68212040.0000.000ndndndnd
MAA105ndndndndndndndndndndndndndndndndndndndndndnd13d265–2930.2820.616
MAA12210241–2930.7470.6987277–2950.9883285–2910.3230.4056277–2910.93912790.0000.0002289–2910.2670.33315254–3120.4820.588
MAA13512258–3000.8230.80911268–3220.9947270–3200.4190.50114268–3280.9708d278–3020.3240.8084280–3260.4000.643ndndndnd
MAA14010d131–1610.5320.6959129–1630.9574145–1650.0970.1849137–1630.9097d139–1570.2650.8122147–1490.0670.1909142–1700.7480.747
MAA14510256–3040.6080.6599262–3280.8956d282–3280.5160.7038268–3040.9705d268–3200.1760.5143d282–3040.0670.1959d275–3030.3070.662
MAA15611d273–3070.3160.5336273–3070.9884279–3070.3550.4066277–3090.9705d257–2790.3240.7152281–3070.1330.2436d283–3070.7320.504
*MAA178a9d207–2350.4140.7938209–2290.9635209–2290.4520.5788209–2290.8483d211–2450.0290.1152223–2450.3570.3024230–2580.1790.185
*MAA178b9d241–2590.8460.7298241–2590.9815241–2530.6450.6866241–2530.8796d241–2570.2420.6123251–2550.7860.5667268–2840.6250.574
MAA1826182–2140.4940.5367182–2120.9445d200–2100.4840.7206182–2100.9706d182–2100.4120.7972d202–2040.0670.29512186–2160.5780.609
*MAA196andndndndndndndndndndndndndndndndndndndndndnd7d283–3150.0910.652
*MAA196bndndndndndndndndndndndndndndndndndndndndndnd12d337–3770.0920.509
MAA20110d238–2880.2910.50311262–2940.9754d262–2780.4190.58810262–2960.93915d268–3120.3820.9303266–2760.2670.388ndndndnd
MAA2197247–2770.7050.7185259–2770.9443259–2710.2900.2624259–2770.5454d256–2770.0290.58412600.0000.000ndndndnd
MAA2516d173–2000.9110.6826173–2000.9887d173–2120.5160.7177173–2090.9702d191–1970.0300.3264d199–2090.3330.721ndndndnd
MAA28710d179–2230.3970.6957179–2150.9753183–2110.0970.1545179–1990.97011790.0000.00011830.0000.000ndndndnd
MAA2933d158–1660.4490.5935154–1740.9573160–1660.3000.3723160–1660.8792d162–1660.1470.31611600.0000.000ndndndnd
Average7.860.550.626.900.883.80.300.315.860.824.10.170.411.90.150.208.90.420.59

Note: A = number of alleles; A. a × m = A. altilis × mariannensis; ASR = allele size range; He = expected heterozygosity; Ho = observed heterozygosity; n = sample size for each species; nd = no data.

Ho and He are shown for diploids.

The percent heterozygosity (% het.) is shown for triploids.

Allele sizes for A. heterophyllus include tag used in PCR (see Methods and Results section).

Locus deviated significantly from Hardy–Weinberg equilibrium for indicated taxon.

Primer amplified two separate loci.

Appendix 2.

Artocarpus heterophyllus samples collected in Bangladesh by authors Witherup, Zuberi, and Zerega. A representative herbarium voucher was made at most sites, and a picture voucher exists for all samples.

NCollection dateCollection siteDistrictGPS LatitudeGPS LongitudeCollection no.Voucher
125 July 2010Madhupur villageTangailN24.61475E090.03149CW1–12CHIC
216 July 2010Mohismara villageTangailN24.59060E90.12699CW13–33CHIC
306 July 2010GachaBari villageTangailN24.67237E090.07662CW34–64
278 July 2010Bangladeshi Tea Research Institute,  SrymangalSylhetN24.29532E091.74686CW65–91CHIC
299 July 2010Ashidu orchard and villageSylhetN24.28276E091.76509CW92–119, 101bCHIC
369 July 2010Lawachara National ParkSylhetN24.31972E091.78361CW120–155CHIC
2310 July 2010Bangladesh Agricultural Research InstituteSylhetCW160–182CHIC
1311/19 July 2010National Botanic Garden of BangladeshDhakaN23.81300E90.34690CW183–191, 285–288CHIC
1312 July 2010Bangladesh Agricultural Research InstituteGazipurN23.99420E090.41130CW192–204
1612 July 2010Bagabazar villageGazipurN24.16302E090.43024CW205–220CHIC
1914 July 2010Leather Research InstituteSavarN23.91534E090.23549CW221–239CHIC
2816 July 2010Madan Hati villageRajshahiN24.48321E088.59244CW240–267CHIC
1717 July 2010Nimtoli villageJessoreN23.16448E089.29896CW268–284CHIC
3120 July 2010Jahangirnagar UniversitySavarN23.88113E090.26915CW289–319CHIC
1120 July 2010Gono UniversitySavarN23.91812E90.24538CW320–330
3021 July 2010Khula Pater villageComillaN23.67553E091.17191CW331–360CHIC
2023 July 2010Council of Scientific and Industrial ResearchDhakaN23.74027E090.38531CW361–380CHIC
1820 July 2010Hortus NurserySavarHortus1–18

Note: CHIC = Nancy Poole Rich Herbarium at the Chicago Botanic Garden; N = number of samples.

Characteristics of 25 microsatellite loci amplified in Artocarpus species. Note: Ta = annealing temperature. Commas indicate presence of nonrepeating nucleotides between repeats. PCR was performed using a two-step process with varying annealing temperatures (see Methods and Results section). *Primers amplified two separate loci. Genetic diversity results for 25 microsatellite loci in Artocarpus species. Note: A = number of alleles; A. a × m = A. altilis × mariannensis; ASR = allele size range; He = expected heterozygosity; Ho = observed heterozygosity; n = sample size for each species; nd = no data. Ho and He are shown for diploids. The percent heterozygosity (% het.) is shown for triploids. Allele sizes for A. heterophyllus include tag used in PCR (see Methods and Results section). Locus deviated significantly from Hardy–Weinberg equilibrium for indicated taxon. Primer amplified two separate loci. All Bangladeshi jackfruit samples were processed at the Chicago Botanic Garden (CBG), while all breadfruit and some jackfruit samples were processed at U.S. Department of Agriculture (USDA) laboratories. A subset of the jackfruit samples were processed at both laboratories, yielding identical results. For samples processed at CBG, DNA was extracted as described above. For PCR reactions, forward primers had an M13 tail (5′-CACGACGTTGTAAAA-3′), and M13 primer labeled with WellRED Dye D2, D3, or D4 (Beckman Coulter, Brea, California, USA) was added to each reaction (Schuelke, 2000). PCR reactions used a two-step process. First, 10-μL reactions contained 5 μL of Master Mix (Promega Corporation, Madison, Wisconsin, USA), 0.5 μL of 10 mg/mL bovine serum albumin (BSA), 0.25 μL of 10 μM forward primer with the M13 tail, 0.25 μL of 10 μM reverse primer, 3 μL of H2O, and 1 μL of template DNA. PCR conditions for the first step were 94°C for 3 min; 13 cycles at 94°C for 30 s, 59.8°C for 30 s, and 72°C for 1 min; and a final extension of 72°C for 10 min. To each 10-μL reaction was added 2.5 μL Master Mix (Promega Corporation), 0.25 μL of 10 mg/mL BSA, 0.125 μL of 2.5 μM MgCl2, 0.25 μL of 10 μM labeled M13 primer, and 1.875 μL of H2O. PCR conditions for the second step were 94°C for 3 min; 27 cycles at 94°C for 30 s, 55°C for 30 s, and 72°C for 1 min; and a final extension of 72°C for 10 min. PCR product (0.5 μL of WellRED Dye D4-labeled product, 1 μL of WellRED Dye D3-labeled product, or 2.5 μL of WellRED Dye D2-labeled product [Beckman Coulter]) was added to 30 μL of HiDi formamide (Azco Biotech, San Diego, California, USA) and 3.3 μL of 400-bp size standard ladder (Beckman Coulter) and analyzed on a Beckman Coulter CEQ 8000 Genetic Analysis System. Alleles were scored using the CEQ 8000 software version 9.0 (Beckman Coulter). For samples processed at USDA laboratories, DNA was extracted at the USDA–Agricultural Research Service (ARS) Tropical Agriculture Research Station (TARS) following manufacturer’s protocol using MP Biomedicals FastDNA Spin Kit (MP Biomedicals, Solon, Ohio, USA). DNA samples were then shipped to the USDA-ARS Genomics and Bioinformatics Research Unit in Stoneville, Mississippi. PCR reactions were carried out with 10 ng of DNA using the QIAGEN Multiplex PCR Kit (QIAGEN) in 5.0-μL reactions. Reactions contained 2.5 μL of 2× QIAGEN Multiplex PCR Master Mix, 0.1 μL each of a 10 mM forward and reverse primer labeled with HEX fluorescent dye, 0.1 μL each of a 10 mM forward and reverse primer labeled with FAM fluorescent dye, 10 ng of DNA, and water to equal 5 μL. PCR conditions were 95°C for 15 min; 40 cycles of 94°C for 30 s, 55°C for 90 s, and 72°C for 1 min; and a final extension of 60°C for 30 min. PCR fragments were analyzed on an ABI 3730xl DNA Analyzer and data processed using GeneMapper version 3.7 (Applied Biosystems, Foster City, California, USA). Many breadfruit cultivars are known to be triploid based on chromosome counts (Ragone, 2001; Zerega et al., 2004), and this was confirmed with microsatellite data. The data revealed additional cultivars, which were thought to be triploid due to sterile fruits, to indeed be triploid. GenoDive (Meirmans and Van Tienderen, 2004) was used for diversity statistics. The number of alleles was evaluated for all primers. Methods for assessing allele dosage in triploids were only partially successful (Esselink et al., 2004), so observed and expected heterozygosities and deviation from Hardy–Weinberg equilibrium (HWE) were only analyzed in diploids, while percent heterozygosity was evaluated in triploids. All loci are polymorphic for at least one species. The allele numbers across loci and species range from one to 15, with the average number within a species ranging from two to nine (Table 2). GenoDive also assigned clones to determine if individuals could be differentiated. Genotypes across all loci were unique for A. heterophyllus and diploid A. altilis × mariannensis samples. In the remaining species, multiple samples share genotypes (number of unique genotypes/total samples): triploid A. altilis (53/162), triploid A. altilis × mariannensis (27/33), diploid A. altilis (46/79), A. mariannensis (14/15), and A. camansi (33/34). Several loci showed significant departure from HWE, although the loci varied between taxa (Table 2). Given that these are cultivated species and they violate several assumptions for HWE, this is not a surprising result and could be due to selection, nonrandom mating, or asexual reproduction.

CONCLUSIONS

The newly developed microsatellite loci show high levels of polymorphism in several Artocarpus species, and the success in cross-amplification is promising for broad use of these markers in congeners. These markers provide an excellent resource to quantify levels of genetic variation, patterns of population structure, and evolutionary and domestication history. They should also prove useful in future studies for cultivar identification, establishing crop germplasm conservation strategies, helping to determine ploidy level, and understanding origins and dispersal of breadfruit and jackfruit.
  6 in total

1.  An economic method for the fluorescent labeling of PCR fragments.

Authors:  M Schuelke
Journal:  Nat Biotechnol       Date:  2000-02       Impact factor: 54.908

2.  Assignment of allelic configuration in polyploids using the MAC-PR (microsatellite DNA allele counting-peak ratios) method.

Authors:  G D Esselink; H Nybom; B Vosman
Journal:  Theor Appl Genet       Date:  2004-04-14       Impact factor: 5.699

3.  Chromosome numbers and pollen stainability of three species of Pacific Island breadfruit (Artocarpus, Moraceae).

Authors:  D Ragone
Journal:  Am J Bot       Date:  2001-04       Impact factor: 3.844

4.  Complex origins of breadfruit (Artocarpus altilis, Moraceae): implications for human migrations in Oceania.

Authors:  Nyree J C Zerega; Diane Ragone; Timothy J Motley
Journal:  Am J Bot       Date:  2004-05       Impact factor: 3.844

5.  Rapid expansion of microsatellite sequences in pines.

Authors:  A Karhu; J H Dieterich; O Savolainen
Journal:  Mol Biol Evol       Date:  2000-02       Impact factor: 16.240

6.  Evaluation of genetic diversity in jackfruit (Artocarpus heterophyllus Lam.) based on amplified fragment length polymorphism markers.

Authors:  S Shyamalamma; S B C Chandra; M Hegde; P Naryanswamy
Journal:  Genet Mol Res       Date:  2008-07-22
  6 in total
  5 in total

1.  Out of Borneo: biogeography, phylogeny and divergence date estimates of Artocarpus (Moraceae).

Authors:  Evelyn W Williams; Elliot M Gardner; Robert Harris; Arunrat Chaveerach; Joan T Pereira; Nyree J C Zerega
Journal:  Ann Bot       Date:  2017-03-01       Impact factor: 4.357

2.  Chloroplast microsatellite markers for Artocarpus (Moraceae) developed from transcriptome sequences.

Authors:  Elliot M Gardner; Kristen M Laricchia; Matthew Murphy; Diane Ragone; Brian E Scheffler; Sheron Simpson; Evelyn W Williams; Nyree J C Zerega
Journal:  Appl Plant Sci       Date:  2015-09-10       Impact factor: 1.936

3.  Low-coverage, whole-genome sequencing of Artocarpus camansi (Moraceae) for phylogenetic marker development and gene discovery.

Authors:  Elliot M Gardner; Matthew G Johnson; Diane Ragone; Norman J Wickett; Nyree J C Zerega
Journal:  Appl Plant Sci       Date:  2016-07-13       Impact factor: 1.936

4.  Draft Genomes of Two Artocarpus Plants, Jackfruit (A. heterophyllus) and Breadfruit (A. altilis).

Authors:  Sunil Kumar Sahu; Min Liu; Anna Yssel; Robert Kariba; Samuel Muthemba; Sanjie Jiang; Bo Song; Prasad S Hendre; Alice Muchugi; Ramni Jamnadass; Shu-Min Kao; Jonathan Featherston; Nyree J C Zerega; Xun Xu; Huanming Yang; Allen Van Deynze; Yves Van de Peer; Xin Liu; Huan Liu
Journal:  Genes (Basel)       Date:  2019-12-24       Impact factor: 4.096

5.  New development and validation of 50 SSR markers in breadfruit (Artocarpus altilis, Moraceae) by next-generation sequencing.

Authors:  Fabien De Bellis; Roger Malapa; Valérie Kagy; Stéphane Lebegin; Claire Billot; Jean-Pierre Labouisse
Journal:  Appl Plant Sci       Date:  2016-07-29       Impact factor: 1.936

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.