Abstract
Background
A number of molecular marker systems have been developed to assess genetic diversity, carry out phylogenetic analysis, and diagnose and discriminate plant pathogenic fungi. The start codon targeted (SCoT) markers system is a novel approach used here to investigate intra and interspecific polymorphisms of phytopathogenic fungi.
Materials and methods
This study assessed genetic variability between and within 96 isolates of ten fungal species associated with a variety of plant species using 36 SCoT primers.
Results
The six primers generated 331 distinct and reproducible banding patterns, of which 322 were polymorphic (97.28%), resulting in 53.67 polymorphic bands per primer. All primers produced informative amplification profiles that distinguished all fungal species. With a resolving power of 10.65, SCoT primer 12 showed the highest polymorphism among species, followed by primer 33 and primer 29. Polymorphic loci (PPL), Nei’s diversity index (h), and Shannon index (I) percentages were 6.25, 0.018, and 0.028, respectively. UPGMA analysis separated all isolates based on morphological classification and revealed significant genetic variation among fungal isolates at the intraspecific level. PCoA analysis strongly supported fungal species discrimination and genetic variation. The other parameters of evaluation proved that SCoT markers are at least as effective as other DNA markers.
Conclusions
SCoT markers were effective in identifying plant pathogenic fungi and were a powerful tool for estimating genetic variation and population structure of different fungi species.
Similar content being viewed by others
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
References
Agrios GN (2009) Plant pathogens and disease: general introduction. Encyclopedia of Microbiology, 3rd edn. Academic Press, Cambridge, pp 613–646
Food and Agriculture Organization of the United Nations (FAO) (2022) https://www.fao.org/faostat/en/#data/QCL. Accessed 15 Jan 2022
Tsedaley B (2015) A review on disease detection, pathogen identification and population genetics in fungi. J Biol Agric Healthc 5(1):6–20
Gautam AK, Verma RK, Avasthi S, Bohra Y, Devadatha B, Niranjan M, Suwannarach N (2022) Current insight into traditional and modern methods in fungal diversity estimates. J Fungi 8:226. https://doi.org/10.3390/jof8030226
Bayraktar H, Dolar FS (2009) Genetic diversity of wilt and root rot pathogens of chickpea, as assessed by RAPD and ISSR. Turk J Agric For 33:1–10. https://doi.org/10.3906/tar-0709-37
Gherbawy Y, Voigt K (eds) (2010) Molecular identification of fungi. Springer, Berlin, pp vii–xi
Lourdes Rocha CM, Vellicce GR, García MG, Pardo EM, Racedo J, Perera MF, de Lucía A, Gilli J, Bogado N, Bonnecarrère V, German S (2015) Use of AFLP markers to estimate molecular diversity of Phakopsora pachyrhizi. Electron J Biotechnol 18:439–444. https://doi.org/10.1016/j.ejbt.2015.06.007
Alananbeh KM, Gudmestad NC (2016) Genetic diversity of Colletotrichum coccodes in the United States using amplified fragment length polymorphism analysis. J Gen Plant Pathol 82:199–211. https://doi.org/10.1007/s10327-016-0662-y
Özer G, Bayraktar H, Baloch FS (2016) iPBS retrotransposons’ a universal retrotransposons’ now in molecular phylogeny of fungal pathogens. Biochem Syst Ecol 68:142–147. https://doi.org/10.1016/j.bse.2016.07.006
Liu JX, Cai YN, Jiang WY, Li YG, Zhang QF, Pan HY (2020) Population structure and genetic diversity of fungi causing rice seedling blight in Northeast China based on microsatellite markers. Plant Dis 104:868–874. https://doi.org/10.1094/PDIS-08-19-1620-RE
Longya A, Talumphai S, Jantasuriyarat C (2020) Morphological characterization and genetic diversity of rice blast fungus, Pyricularia oryzae, from Thailand using ISSR and SRAP markers. J Fungi 6:38. https://doi.org/10.3390/jof6010038
Palacıoğlu G, Bayraktar H, Ozer G (2020) Genetic variability of Colletotrichum lindemuthianum isolates from Turkey and resistance of turkish bean cultivars. Span J Agric Res 18:e1005–e1005. https://doi.org/10.5424/sjar/2020183-16398
Turzhanova A, Khapilina ON, Tumenbayeva A, Shevtsov V, Raiser O, Kalendar R (2020) Genetic diversity of Alternaria species associated with black point in wheat grains. PeerJ 8:e9097. https://doi.org/10.7717/peerj.9097
Oliveira M, Azevedo L (2022) Molecular markers: an overview of data published for fungi over the last ten years. J Fungi 8:803. https://doi.org/10.3390/jof8080803
Singh BP, Gupta VK (eds) (2017) Molecular markers in mycology. Springer, Berlin, p 369
Collard BC, Mackill DJ (2009) Start codon targeted (SCoT) polymorphism: a simple, novel DNA marker technique for generating gene-targeted markers in plants. Plant Mol Biol Rep 27:86–93. https://doi.org/10.1007/s11105-008-0060-5
Xiong F, Zhong R, Han Z, Jiang J, He L, Zhuang W (2011) Start codon targeted polymorphism for evaluation of functional genetic variation and relationships in cultivated peanut (Arachis hypogaea L.) genotypes. Mol Biol Rep 38:3487–3494. https://doi.org/10.1007/s11033-010-0459-6
Bhattacharyya P, Kumaria S, Kumar S, Tandon P (2013) Start codon targeted (SCoT) marker reveals genetic diversity of Dendrobium nobile Lindl., an endangered medicinal orchid species. Gene 529:21–26. https://doi.org/10.1016/j.gene.2013.07.096
Mulpuri S, Muddanuru T, Francis G (2013) Start codon targeted (SCoT) polymorphism in toxic and non-toxic accessions of Jatropha curcas L. and development of a codominant SCAR marker. Plant Sci 207:117–127. https://doi.org/10.1016/j.plantsci.2013.02.013
Yue Q, Zhang C, Wang Q, Wang W, Wang J, Wu Y (2019) Analysis on genetic diversity of 51 grape germplasm resources. Cienc Rural 49:e20190247. https://doi.org/10.1590/0103-8478cr20190247
Etminan A, Pour-Aboughadareh A, Mohammadi R, Ahmadi-Rad A, Noori A, Mahdavian Z, Moradi Z (2016) Applicability of start codon targeted (SCoT) and inter-simple sequence repeat (ISSR) markers for genetic diversity analysis in durum wheat genotypes. Biotechnol Biotechnol Equip 30:1075–1081. https://doi.org/10.1080/13102818.2016.1228478
Gajera HP, Hirpara DG, Katakpara ZA, Patel SV, Golakiya BA (2016) Molecular evolution and phylogenetic analysis of biocontrol genes acquired from SCoT polymorphism of mycoparasitic Trichoderma koningii inhibiting phytopathogen Rhizoctonia solani Kuhn. Infect Genet Evol 45:383–392. https://doi.org/10.1016/j.meegid.2016.09.026
Igwe DO, Afiukwa CA, Ubi BE, Ogbu KI, Ojuederie OB, Ude GN (2017) Assessment of genetic diversity in Vigna unguiculata L. (Walp) accessions using inter-simple sequence repeat (ISSR) and start codon targeted (SCoT) polymorphic markers. BMC Genet 18:98. https://doi.org/10.1186/s12863-017-0567-6
Gupta V, Jatav PK, Haq SU, Verma KS, Kaul VK, Kothari SL, Kachhwaha S (2019) Translation initiation codon (ATG) or SCoT markers-based polymorphism study within and across various capsicum accessions: insight from their amplification, cross-transferability and genetic diversity. J Genet 98:1–12. https://doi.org/10.1007/s12041-019-1095-0
Gholami S, Vafaee Y, Nazari F, Ghorbani A (2021) Exploring genetic variations in threatened medicinal orchids using start codon targeted (SCoT) polymorphism and marker-association with seed morphometric traits. Physiol Mol Biol Plants 27:769–785. https://doi.org/10.1007/s12298-021-00978-4
Osman SA, Ali H (2021) Genetic relationship of some Pisum sativum subspecies using different molecular markers. Jordan J Biol Sci. https://doi.org/10.54319/jjbs/140109
Nath VS, Hegde VM, Jeeva ML, Misra RS, Veena SS, Raj M, Nair SSD (2013) Genetic diversity of Phytophthora colocasiae causing taro leaf blight: analysis using start codon targeted (SCoT) polymorphism. J Root Crops 39:168–177
Mehri Z, Khodaparast SA, Aalami A, Mousanejad S (2020) Genetic diversity of Athelia rolfsii populations in the north of Iran. Rostaniha 21:14–26. https://doi.org/10.22092/BOTANY.2020.127939.1175
Machenahalli S, Jingade P, Giri MS, Huded AKC, Sudha M, Daivasikamani S, Mishra MK (2021) Cross infection and molecular characterization of Colletotrichum spp. infecting coffee and black pepper. Physiol Mol Plant Pathol 113:101600. https://doi.org/10.1016/j.pmpp.2021.101600
Rohlf FJ (2000) NTSYS-pc numerical taxonomy and multivariate analysis system, version 2.1. Exeter Publication, New York
Prevost A, Wilkinson MJ (1999) A new system of comparing PCR primers applied to ISSR fingerprinting of potato cultivars. Theor Appl Genet 98:107–112. https://doi.org/10.1007/s001220051046
Peakall ROD, Smouse PE (2006) GENALEX 6: genetic analysis in excel. Population genetic software for teaching and research. Mol Ecol Notes 6(1):288–295
Oksanen J, Blanchet FG, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O’Hara RB, Simpson GL, Solymos P, Henry M, Stevens H, Szoecs E, Wagner H (2017) Vegan: community ecology package. R package version. https://cran.r-project.org/web/packages/vegan/index.html. Accessed 15 May 2021
Team R (2021) RStudio: integrated development for R. RStudio, PBC, Boston. http://www.rstudio.com/
Gorji AM, Poczai P, Polgar Z, Taller J (2011) Efficiency of arbitrarily amplified dominant markers (SCoT, ISSR and RAPD) for diagnostic fingerprinting in tetraploid potato. Am J Potato Res 88:226–237. https://doi.org/10.1007/s12230-011-9187-2
Rajesh MK, Sabana AA, Rachana KE, Rahman S, Jerard BA, Karun A (2015) Genetic relationship and diversity among coconut (Cocos nucifera L.) accessions revealed through SCoT analysis. 3 Biotech 5:999–1006. https://doi.org/10.1007/s13205-015-0304-7
Luo C, He XH, Chen H, Ou SJ, Gao MP (2010) Analysis of diversity and relationships among mango cultivars using start codon targeted (SCoT) markers. Biochem Syst Ecol 38:1176–1184. https://doi.org/10.1016/j.bse.2010.11.004
Abdin MZ, Arya L, Verma M (2017) Use of SCoT markers to assess the gene flow and population structure among two different populations of bottle gourd. Plant Gene 9:80–86. https://doi.org/10.1016/j.plgene.2016.09.001
Yang S, Xue S, Kang W, Qian Z, Yi Z (2019) Genetic diversity and population structure of Miscanthus lutarioriparius, an endemic plant of China. PLoS ONE 14:e0211471. https://doi.org/10.1371/journal.pone.0211471
Abdelfattah NA, Al-Qahtani AR, Qari SH (2021) SCoT-marker analysis of Oryzaephilus surinamensis L. (Coleoptera: Silvanidae) and stored date kernels of Phoenix dactylifera (L.) fumigated with ozone and phosphine gases. J Asia Pac Entomol 24:843–849. https://doi.org/10.1016/j.aspen.2021.07.009
Yeken MZ, Emiralioğlu O, Çiftçi V, Bayraktar H, Palacıoğlu G, Özer G (2022) Analysis of genetic diversity among common bean germplasm by start codon targeted (SCoT) markers. Mol Biol Rep. https://doi.org/10.1007/s11033-022-07229-z
Özer G, Bayraktar H (2018) Genetic diversity of Fusarium oxysporum f. sp. cumini isolates analyzed by vegetative compatibility, sequences analysis of the rDNA IGS region and iPBS retrotransposon markers. J Plant Pathol 100:225–232. https://doi.org/10.1007/s42161-018-0063-5
Aydın F, Özer G, Alkan M, Çakır İ (2022) Start codon targeted (SCoT) markers for the assessment of genetic diversity in yeast isolated from Turkish sourdough. Food Microbiol 107:104081. https://doi.org/10.1016/j.fm.2022.104081
Güney İG, Tekin F, Günen TU, Özer G, Derviş S (2023) Alternaria alternata causing inner black rot of lemon (Citrus limon) fruits in Turkey: genetic diversity and characterisation. Physiol Mol Plant Pathol 125:101998. https://doi.org/10.1016/j.pmpp.2023.101998
Çakar D, Özer G, Akıllı Şimşek S, Maden S (2023) Determination of vc and mating types of Cryphonectria parasitica isolates by multiplex PCR and their genetic diversity in 13 chestnut-growing provinces of Turkey. For Pathol. https://doi.org/10.1111/efp.12813
Bayraktar H (2010) Genetic diversity and population structure of Fusarium oxysporum f. sp. cepae, the causal agent of Fusarium basal plate rot on onion using RAPD markers. J Agric Sci. https://doi.org/10.1501/Tarimbil_0000001133
Zhou QX, Chang KF, Hwang SF, Strelkov SE, Gossen BD, Chen YY (2009) Pathogenicity and genetic diversity of Rhizoctonia solani isolates from lupin and other crops in Alberta, Canada. Can J Plant Pathol 31:340–347. https://doi.org/10.1080/07060660909507608
Ajayi-Oyetunde OO, Bradley CA (2018) Rhizoctonia solani: taxonomy, population biology and management of rhizoctonia seedling disease of soybean. Plant pathol 67:3–17. https://doi.org/10.1111/ppa.12733
Edel-Hermann V, Lecomte C (2019) Current status of Fusarium oxysporum formae speciales and races. Phytopathology 109:512–530. https://doi.org/10.1094/PHYTO-08-18-0320-RVW
Das S, Plyler-Harveson T, Santra DK, Maharjan B, Nielson KA, Harveson RM (2020) A longitudinal study on morpho-genetic diversity of pathogenic Rhizoctonia solani from sugar beet and dry beans of western Nebraska. BMC Microbiol 20:1–12. https://doi.org/10.1186/s12866-020-02026-9
Kumar S, Kaur H, Hunjan MS (2021) Genetic diversity and virulence spectrum of Rhizoctonia solani, the incitant of banded leaf and sheath blight of maize. J Phytopathol 169:486–499. https://doi.org/10.1111/jph.13004
Funding
The authors would like to thank the Şırnak University Scientific Research Projects Coordination Unit for its financial support under project code 2021.FNAP.13.02.02.
Author information
Authors and Affiliations
Contributions
GP; Investigation, methodology, resource management, writing-first draft preparation, and formal analysis. MA; Investigation, methodology, and visualization. SD: Investigation and editing. HB; Supervision, writing, and editing. GÖ; Investigation, supervision, resource management, and formal analysis.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that there is no conflict of interest for this paper.
Ethical approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Palacıoğlu, G., Alkan, M., Derviş, S. et al. Molecular phylogeny of plant pathogenic fungi based on start codon targeted (SCoT) polymorphism. Mol Biol Rep 50, 8271–8279 (2023). https://doi.org/10.1007/s11033-023-08735-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11033-023-08735-4