Abstract
Solanum is the largest and most diverse genus of the Solanaceae family. The genus includes around 1,400 species, and almost a third belong to subgenus Leptostemonum. The species in this subgenus are commonly known as the spiny solanums, and include economically important species such as brinjal eggplant, naranjilla/lulo, and cocona. This study investigates the feasibility of using standard DNA barcoding markers for molecular identification in this subgenus, using sequence similarity (barcoding gap and best close match) and tree‐based (maximum likelihood tree) methods. The molecular framework uses 189 matK, 112 trnH-psbA and 222 nrITS sequences, corresponding to 37, 29 and 51 species, respectively. From them, 164 sequences were newly generated for this study and 359 were obtained from NCBI GenBank. Sequence divergence analysis shows that nrITS is the most variable region with the greatest nucleotide divergence between species, followed by trnH-psbA and matK. Using tree‐based methods nrITS region discriminates 69% of the 51 included species, matK discriminates 76% of 37 species. Discrimination of the closely related species S. quitoense—S. pseudolulo—S. candidum was possible with nrITS, whereas this was not possible using matK or trnH-psbA. The main drawback of nrITS was primer universality and amplification success with a sequencing rate of only 51%. Subgenus specific universal primers for nrITS could overcome this limitation, and make this a high resolution molecular identifier for the Leptostemonum group. In conclusion this study recommends that the standard matK coding region barcode is supplemented with nrITS in Solanum subgenus Leptostemonum, especially when matK has limited discriminatory power.
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Abbreviations
- matK :
-
Maturase K
- nrITS:
-
Internal transcribed spacer of the nuclear ribosomal DNA
- trnH-psbA :
-
Intergenenic spacer of trnH and psbA gene
- trnH :
-
Histidine-accepting tRNA
- psbA :
-
Photosystem II
References
Alvarez I, Wendel JF (2003) Ribosomal ITS sequences and plant phylogenetic inference. Mol Phylogenet Evol 29:417–434
Arca M, Hinsinger DD, Cruaud C et al (2012) Deciduous trees and the application of universal DNA barcodes: a case study on the circumpolar Fraxinus. PLoS ONE 7:e34089. https://doi.org/10.1371/journal.pone.0034089
Aubriot X, Singh P, Knapp S (2016) Tropical Asian species show that the Old World clade of ‘spiny solanums’ (Solanum subgenus Leptostemonum pro parte: Solanaceae) is not monophyletic. Bot J Linn Soc 181:199–223. https://doi.org/10.1111/boj.12412
Bean AR (2004) The taxonomy and ecology of Solanum subg. Leptostemonum (Dunal) Bitter (Solanaceae) in Queensland and far north-eastern New South Wales. Aust Austrobaileya 6:639–816
Bergsten J, Bilton DT, Fujisawa T et al (2012) The effect of geographical scale of sampling on DNA barcoding. Syst Biol 61:851–869. https://doi.org/10.1093/sysbio/sys037
Bernal JM, Lobo AM, Londoño BM (1998) Lulo La Selva: Primer material de lulo mejorado para Colombia. Producción tecnológica AGROSAVIA. Available in: http://hdl.handle.net/20.500.12324/1382
Bitter G (1921) Solana Africana III. Botanische Jahrbiicher 57:248–286
Bitter G (1923) Solana Africana IV. Repertorium Specierum Novarum Regni Vegetabilis Beiheft 16: 1–320
Blair S, Madrigal B (2005) Plantas antimaláricas de Tumaco: costa pacífica colombiana. Editorial of Universidad de Antioquia, pp 260–272
Bohs L (2004) A chloroplast DNA phylogeny of solanum section lasiocarpa. Syst Bot 29:177–187
Bohs L (2005) Major clades in Solanum based on ndhF sequence data. Monogr Syst Bot 104:27
Bohs L, Olmstead RG (2001) A reassessment of Normania and Triguera (Solanaceae). Plant Syst Evol 228:33–48. https://doi.org/10.1007/s006060170035
Cadavid IC, García DAR, Soto SIU (2013) Comparación de dos métodos de extracción de ADN a partir de plantas del género Solanum, subgénero Leptostemonum. Rev Colomb Biotecnol 15:186–192. https://doi.org/10.15446/rev.colomb.biote.v15n2.41747
Chase MW, Salamin N, Wilkinson M et al (2005) Land plants and DNA barcodes: short-term and long-term goals. Philos Trans R Soc Lond B Biol Sci 360:1889–1895. https://doi.org/10.1098/rstb.2005.1720
Chase MW, Cowan RS, Hollingsworth PM et al (2007) A proposal for a standardised protocol to barcode all land plants. Taxon 56:295–299
Chen S, Yao H, Han J et al (2010) Validation of the ITS2 region as a novel DNA barcode for identifying medicinal plant species. PLoS ONE 5:e8613. https://doi.org/10.1371/journal.pone.0008613
Cheng T, Xu C, Lei L et al (2016) Barcoding the kingdom Plantae: new PCR primers for ITS regions of plants with improved universality and specificity. Mol Ecol Resour 16:138–149. https://doi.org/10.1111/1755-0998.12438
Chiarini FE (2014) Variation in rDNA loci of polyploid Solanum elaeagnifolium (Solanaceae). N Z J Bot 52:277–284. https://doi.org/10.1080/0028825X.2014.888087
Coissac E, Hollingsworth PM, Lavergne S, Taberlet P (2016) From barcodes to genomes: extending the concept of DNA barcoding. Mol Ecol 25:1423–1428. https://doi.org/10.1111/mec.13549
Collins FH, Mendez MA, Rasmussen MO et al (1987) A ribosomal RNA gene probe differentiates member species of the Anopheles gambiae complex. Am J Trop Med Hyg 37:37–41
Darriba D, Posada D, Kozlov AM et al (2020) ModelTest-NG: a new and scalable tool for the selection of DNA and protein evolutionary models. Mol Biol Evol 37:291–294. https://doi.org/10.1093/molbev/msz189
de Fátima Agra AM (2008) Four new species of solanum section Erythrotrichum (Solanaceae) from Brazil and Peru, and a key to the species of the section. Syst Bot 33:556–565
Dunal M-F (1813) Histoire naturelle, médicale et économique des Solanum et des genres qui ont été confundus avec eux. Renaud, Montpellier
Dunal M (1852) Solanaceae. In: de Candolle AP (ed) Prodromus systematics naturalis regni vegetabilis. Victoris Masson, Paris, pp 1–690
Dunning LT, Savolainen V (2010) Broad-scale amplification of matK for DNA barcoding plants, a technical note. Bot J Linn Soc 164:1–9. https://doi.org/10.1111/j.1095-8339.2010.01071.x
Fazekas AJ, Burgess KS, Kesanakurti PR et al (2008) Multiple multilocus DNA barcodes from the plastid genome discriminate plant species equally well. PLoS ONE 3:e2802. https://doi.org/10.1371/journal.pone.0002802
Gachet MS, Lecaro JS, Kaiser M et al (2010) Assessment of anti-protozoal activity of plants traditionally used in Ecuador in the treatment of leishmaniasis. J Ethnopharmacol 128:184–197. https://doi.org/10.1016/j.jep.2010.01.007
Gargano D, Vezzi A, Scotti N et al (2005) The complete nucleotide sequence genome of potato (Solanum tuberosum cv Désirée) chloroplast DNA. In: Book of Abstracts of the 2nd Solanaceae Genome Workshop. pp. 107
Gómez-Merino FC, Trejo-Téllez LI, García-Albarado JC, Cadeña-Íñiguez J (2014) Lulo (Solanum quitoense [Lamarck.]) como cultivo novedoso en el paisaje agroecosistémico mexicano. Rev Mex Cienc Agríc. https://doi.org/10.29312/remexca.v0i9.1061
Gonzalez MA, Baraloto C, Engel J et al (2009) Identification of Amazonian trees with DNA barcodes. PLoS One 4:e7483
Hall TA (1999) BioEdit: a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. In: Nucleic acids symposium series. pp. 95–98
Han J, Li M, Luo K et al (2011) Identification of Daturae flos and its adulterants based on DNA barcoding technique. Yao Xue Xue Bao 46:1408–1412
Hebert PDN, Cywinska A, Ball SL, deWaard JR (2003) Biological identifications through DNA barcodes. Proc Biol Sci 270:313–321. https://doi.org/10.1098/rspb.2002.2218
Heiser CB (1985) Ethnobotany of the Naranjilla (Solanum quitoense) and its relatives. Econ Bot 39:4–11
Heiser CB (1989) Artificial hybrids in solanum sect. Lasiocarpa. Syst Bot 14:1–3
Hollingsworth PM, Forrest LL, Spouge JL et al (2009) A DNA barcode for land plants. Proc Natl Acad Sci 106:12794–12797. https://doi.org/10.1073/pnas.0905845106
Hollingsworth PM, Graham SW, Little DP (2011) Choosing and using a plant DNA barcode. PLoS ONE 6:e19254. https://doi.org/10.1371/journal.pone.0019254
Isshiki S, Iwata N, Khan MdMR (2008) ISSR variations in eggplant (Solanum melongena L.) and related Solanum species. Sci Hortic 117:186–190. https://doi.org/10.1016/j.scienta.2008.04.003
Jaeger P-M (1985) Systematic studies in the genus Solanum in Africa. PhD thesis, University of Birmingham
Kane N, Sveinsson S, Dempewolf H et al (2012) Ultra-barcoding in cacao (Theobroma spp.; Malvaceae) using whole chloroplast genomes and nuclear ribosomal DNA. Am J Bot 99:320–329. https://doi.org/10.3732/ajb.1100570
Karihaloo JL, Gottlieb LD (1995) Allozyme variation in the eggplant, Solanum melongena L. (Solanaceae). TAG Theor Appl Genet Theor Angew Genet 90:578–583. https://doi.org/10.1007/BF00222006
Karihaloo JL, Brauner S, Gottlieb LD (1995) Random amplified polymorphic DNA variation in the eggplant, Solanum melongena L. (Solanaceae). Theor Appl Genet 90:767–770. https://doi.org/10.1007/BF00222010
Knapp S, Vorontsova MS, Prohens J (2013) Wild relatives of the eggplant (Solanum melongena L.: Solanaceae): new understanding of species names in a complex group. PLoS ONE. https://doi.org/10.1371/journal.pone.0057039
Knapp S (2014) Solanaceae | Solanaceae Source. http://solanaceaesource.org/taxonomy/term/105380/descriptions. Accessed 25 Feb 2021
Kozlov AM, Darriba D, Flouri T et al (2019) RAxML-NG: a fast, scalable and user-friendly tool for maximum likelihood phylogenetic inference. Bioinformatics 35:4453–4455. https://doi.org/10.1093/bioinformatics/btz305
Kress WJ (2017) Plant DNA barcodes: applications today and in the future. J Syst Evol 55:291–307. https://doi.org/10.1111/jse.12254
Kress WJ, Erickson DL (2007) A two-locus global DNA barcode for land plants: the coding rbcL gene complements the non-coding trnH-psbA spacer region. PLoS ONE 2:e508. https://doi.org/10.1371/journal.pone.0000508
Kress WJ, Wurdack KJ, Zimmer EA et al (2005) Use of DNA barcodes to identify flowering plants. Proc Natl Acad Sci USA 102:8369–8374. https://doi.org/10.1073/pnas.0503123102
Lahaye R, van der Bank M, Bogarin D et al (2008) DNA barcoding the floras of biodiversity hotspots. Proc Natl Acad Sci USA 105:2923–2928. https://doi.org/10.1073/pnas.0709936105
Lester RN, Niakan L (1986) Origin and domestication of the scarlet eggplant, Solanum aethiopicum, from S. anguivi in Africa. In: D’Arcy WG (ed) Solanaceae: biology and systematics. Columbia Univ. Press, New York, pp 433–456
Levin RA, Watson K, Bohs L (2005) A four-gene study of evolutionary relationships in Solanum section Acanthophora. Am J Bot 92:603–612. https://doi.org/10.3732/ajb.92.4.603
Levin RA, Myers NR, Bohs L (2006) Phylogenetic relationships among the “spiny solanums” (Solanum subgenus Leptostemonum, Solanaceae). Am J Bot 93:157–169. https://doi.org/10.3732/ajb.93.1.157
Li HQ, Chen JY, Wang S, Xiong SZ (2012) Evaluation of six candidate DNA barcoding loci in Ficus (Moraceae) of China. Mol Ecol Resour 12:783–790
Librado P, Rozas J (2009) DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics 25:1451–1452. https://doi.org/10.1093/bioinformatics/btp187
Liu B, Lowes F (2013) Multiple divergent ITS1 copies were identified in single tomato genome using DGGE analysis. Plant Mol Biol Rep 31:272–279. https://doi.org/10.1007/s11105-012-0500-0
Luo A, Lan H, Ling C et al (2015) A simulation study of sample size for DNA barcoding. Ecol Evol 5:5869–5879. https://doi.org/10.1002/ece3.1846
Manzanilla V, Kool A, Nguyen Nhat L et al (2018) Phylogenomics and barcoding of Panax: toward the identification of ginseng species. BMC Evol Biol 18:44. https://doi.org/10.1186/s12862-018-1160-y
Martine CT, Jordon-Thaden IE, McDonnell AJ et al (2019) Phylogeny of the Australian Solanum dioicum group using seven nuclear genes, with consideration of Symon’s fruit and seed dispersal hypotheses. PLoS ONE. https://doi.org/10.1371/journal.pone.0207564
Marzell H (1927) Illustrierte flora von mitteleuropa. Weissdor, Jena
McClelland DHR, Nee M, Knapp S (2020) New names and status for Pacific spiny species of Solanum (Solanaceae, subgenus Leptostemonum bitter; the Leptostemonum Clade). PhytoKeys 145:1–36. https://doi.org/10.3897/phytokeys.145.48531
Meier R, Shiyang K, Vaidya G, Ng PKL (2006) DNA barcoding and taxonomy in Diptera: a tale of high intraspecific variability and low identification success. Syst Biol 55:715–728
Meyer CP, Paulay G (2005) DNA barcoding: error rates based on comprehensive sampling. PLoS Biol. https://doi.org/10.1371/journal.pbio.0030422
Miz RB, Mentz LA, Souza-Chies TT (2008) Overview of the phylogenetic relationships of some southern Brazilian species from section Torva and related sections of “spiny Solanum” (Solanum subgenus Leptostemonum, Solanaceae). Genetica 132:143–158. https://doi.org/10.1007/s10709-007-9156-3
Mogensen HL (1996) The hows and whys of cytoplasmic inheritance in seed plants. Am J Bot USA 83:383–404
Morjan CL, Rieseberg LH (2004) How species evolve collectively: implications of gene flow and selection for the spread of advantageous alleles. Mol Ecol 13:1341–1356. https://doi.org/10.1111/j.1365-294X.2004.02164.x
Nee M (1979) A revision of Solanum section Acanthophora. University of Wisconsin, Madison
Nee M (1999) Solanaceae IV. Royal Botanic Gardens, Kew, pp 285–333
Odonne G, Berger F, Stien D et al (2011) Treatment of leishmaniasis in the Oyapock basin (French Guiana): A K.A.P. survey and analysis of the evolution of phytotherapy knowledge amongst Wayãpi Indians. J Ethnopharmacol 137:1228–1239. https://doi.org/10.1016/j.jep.2011.07.044
Pandey G (2014) Medicinal plants against liver disease. Int Res J Pharm 2:115–121
Plazas M, Vilanova S, Gramazio P et al (2016) Interspecific hybridization between eggplant and wild relatives from different genepools. J Am Soc Hortic Sci 141:34–44. https://doi.org/10.21273/JASHS.141.1.34
Rapini A, Chase MW, Konno TU (2006) Phylogenetics of South American Asclepiadoideae (Apocynaceae). Taxon 55:119–124
Rosario LH, Padilla JOR, Martínez DR et al (2019) DNA barcoding of the Solanaceae family in Puerto rico including endangered and endemic species. J Am Soc Hortic Sci 144:363–374. https://doi.org/10.21273/JASHS04735-19
Ruhsam M, Rai HS, Mathews S et al (2015) Does complete plastid genome sequencing improve species discrimination and phylogenetic resolution in Araucaria? Mol Ecol Resour 15:1067–1078. https://doi.org/10.1111/1755-0998.12375
Sakata Y, Lester RN (1997) Chloroplast DNA diversity in brinjal eggplant (Solanum melongena L.) and related species. Euphytica 97:295. https://doi.org/10.1023/A:1003000612441
Sang T, Crawford D, Stuessy T (1997) Chloroplast DNA phylogeny, reticulate evolution, and biogeography of Paeonia (Paeoniaceae). Am J Bot 84:1120
Särkinen T, George M (2013) Predicting plastid marker variation: can complete plastid genomes from closely related species help? PLoS ONE 8:e82266. https://doi.org/10.1371/journal.pone.0082266
Singh AK, Singh M, Singh R et al (2006) Genetic diversity within the genus Solanum (Solanaceae) as revealed by RAPD markers. Curr Sci 90:711–716
Spooner DM (2009) DNA barcoding will frequently fail in complicated groups: an example in wild potatoes. Am J Bot 96:1177–1189. https://doi.org/10.3732/ajb.0800246
Srivathsan A, Meier R (2012) On the inappropriate use of Kimura-2-parameter (K2P) divergences in the DNA-barcoding literature. Cladistics 28:190–194. https://doi.org/10.1111/j.1096-0031.2011.00370.x
Stedje B, Bukenya-Ziraba R (2003) RAPD variation in Solanum anguivi Lam. and S. aethiopicum L. (Solanaceae) in Uganda. Euphytica 131:293–297. https://doi.org/10.1023/A:1024079208879
Stern S, de Fátima AM, Bohs L (2011) Molecular delimitation of clades within New World species of the “spiny solanums” (Solanum subg. Leptostemonum). Taxon 60:1429–1441
Tamura K, Peterson D, Peterson N et al (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28:2731–2739. https://doi.org/10.1093/molbev/msr121
Tate JA, Simpson BB (2003) Paraphyly of Tarasa (Malvaceae) and diverse origins of the Polyploid species. Syst Bot 28:723–738. https://doi.org/10.1043/02-64.1
Vorontsova MS, Stern S, Bohs L, Knapp S (2013) African spiny Solanum (subgenus Leptostemonum, Solanaceae): a thorny phylogenetic tangle. Bot J Linn Soc 173:176–193. https://doi.org/10.1111/boj.12053
Walpers W G (1844) Repertorium botanices systematicae. Friderici Hofmeister, Leipzig
Wang D-Y, Wang Q, Wang Y-L et al (2017) Evaluation of DNA barcodes in Codonopsis (Campanulaceae) and in some large angiosperm plant genera. PLoS ONE 12:e0170286. https://doi.org/10.1371/journal.pone.0170286
Weese TL, Bohs L (2007) A three-gene phylogeny of the genus Solanum (Solanaceae). Syst Bot 32:445–463. https://doi.org/10.1600/036364407781179671
Weese TL, Bohs L (2010) Eggplant origins: out of Africa, into the orient. Taxon 59:49–56. https://doi.org/10.1002/tax.591006
Whalen M (1984) Conspectus of species groups in Solanum subgenus Leptostemonum. Gentes Herbarum 12:179–282
Whalen MD, Heiser CB, Costich DE (1981) Taxonomy of Solanum section Lasiocarpa. Ithaca, N.Y. : L.H. Bailey Hortorium
White T, Bruns T, Lee S et al (1990) Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. PCR Protoc Guide Methods Appl 18:315–322
Wiemers M, Fiedler K (2007) Does the DNA barcoding gap exist?—a case study in blue butterflies (Lepidoptera: Lycaenidae). Front Zool 4:8. https://doi.org/10.1186/1742-9994-4-8
Will KW, Rubinoff D (2004) Myth of the molecule: DNA barcodes for species cannot replace morphology for identification and classification. Cladistics 20:47–55. https://doi.org/10.1111/j.1096-0031.2003.00008.x
Yao P-C, Gao H-Y, Wei Y-N et al (2017) Evaluating sampling strategy for DNA barcoding study of coastal and inland halo-tolerant Poaceae and Chenopodiaceae: a case study for increased sample size. PLoS ONE 12:e0185311. https://doi.org/10.1371/journal.pone.0185311
Zhang W, Fan X, Zhu S et al (2013) Species-specific identification from incomplete sampling: applying DNA barcodes to monitoring invasive Solanum plants. PLoS ONE 8:e55927. https://doi.org/10.1371/journal.pone.0055927
Acknowledgements
The members of the Research Group on Molecular Systematics, Universidad Nacional de Colombia, are thanked for their help in the collection of specimens. Jorge Mario Vélez at the MEDEL Herbarium, Universidad Nacional de Colombia, is thanked for identifying the plant material used in this study.
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ICC: Conception and design, acquisition, analysis and interpretation of study data and paper writing. CEG: Conception and design, acquisition of study data and critical revision of the article. NB: Application of computational techniques analysis and interpretation of study data and in critical revision of the article. MAG: Conception and design, analysis and interpretation of study data and critical revision of the article. SIUS: Conception and design, analysis and interpretation of study data and acquisition of the financial support for the project, project supervision and paper writing. HJBB: Analysis and interpretation of study data, acquisition of the financial support and critical revision of the article. All the authors read and approved the manuscript.
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Collection of plant material was done in accordance with Colombian decree no. 1376, which regulates the permission to collect specimens of wild species of biological diversity for non-commercial research. In addition, the Universidad Nacional de Colombia, Medellín campus regulations for field research were followed. The institution that granted permission for the research was the Autoridad Nacional de Licencias Ambientales (ANLA).
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13562_2022_773_MOESM1_ESM.tiff
Figure. S1. Variability distribution along the region alignment by using Entropy graphs. A. matK. B. trnH-psbA. C. nrITS (TIFF 4025 kb)
13562_2022_773_MOESM2_ESM.tif
Figure. S2. Maximum likelihood phylogenetic reconstruction based in matK + nrITS+ trnH-psbA regions combined. Values above the nodes are bootstrap support of the analysis. The scale at the bottom of the figure represents the number of substitutions per site. (TIF 532 kb)
13562_2022_773_MOESM3_ESM.tif
Figure. S3. Maximum likelihood phylogenetic reconstruction based in matK + nrITS regions combined. Values above the nodes are bootstrap support of the analysis. The scale at the bottom of the figure represents the number of substitutions per site. (TIF 590 kb)
13562_2022_773_MOESM4_ESM.tif
Figure. S4. Maximum likelihood phylogenetic reconstruction based in nrITS+ trnH-psbA regions combined. Values above the nodes are bootstrap support of the analysis. The scale at the bottom of the figure represents the number of substitutions per site. (TIF 544 kb)
13562_2022_773_MOESM5_ESM.tif
Figure. S5. Maximum likelihood phylogenetic reconstruction based in matK + trnH-psbA regions combined. Values above the nodes are bootstrap support of the analysis. The scale at the bottom of the figure represents the number of substitutions per site. (TIF 729 kb)
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Cadavid, I.C., Giraldo, C.E., Balbinott, N. et al. Molecular identification of the economically important Solanum subgenus Leptostemonum (Solanaceae) using DNA barcodes. J. Plant Biochem. Biotechnol. 31, 938–952 (2022). https://doi.org/10.1007/s13562-022-00773-6
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DOI: https://doi.org/10.1007/s13562-022-00773-6