Skip to main content
Log in

Evaluation of the genetic diversity of mango (Mangifera indica L.) seedling germplasm resources and their potential parents with start codon targeted (SCoT) markers

  • Research Article
  • Published:
Genetic Resources and Crop Evolution Aims and scope Submit manuscript

Abstract

Seedling germplasm resources are important for mango breeding. Genetic diversity analyses based on molecular data can provide useful information for germplasm management and varietal characterization. Start codon targeted (SCoT) markers are efficient and highly polymorphic markers for phylogenetic relationship analyses of multiple species and were used in the present study to determine genetic relatedness and variability among 168 mango (Mangifera indica L.) germplasm resources. Forty-five SCoT primers generated unambiguous and reproducible bands and a total of 337 fragments, with a mean of 7.49 fragments per primer. Of these, 244 (72.4%) were polymorphic. The number of polymorphic bands varied from 1 (SCoT55) to 10 (SCoT4 and 52), with an average of 5.42 amplicons per primer. The average polymorphism information content, Nei’s genetic diversity, Shannon’s information index and marker index were 0.823, 0.426, 0.603 and 4.460, respectively. A dendrogram generated using the unweighted pair-group method with arithmetic mean delineated the 168 germplasm resources into two major clusters. Analysis of molecular variance revealed higher genetic diversity (89%) within each population than among the populations (11%). Most mango seedling germplasm resources grouped with their potential parents, and genetic differences were also detected. Thirty-four seedling germplasm resources were identified as potential parents or sister lines. These results demonstrate that SCoT markers are useful for cultivar identification and genetic diversity analyses of mango cultivars. This genetic information will support germplasm management and cultivar improvement.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Ahmad R, Anjum MA, Malik W (2018) Characterization and evaluation of mango germplasm through morphological, biochemical, and molecular markers focusing on fruit production: an overview. Mol Biotechnol. https://doi.org/10.1007/s12033-018-0129-9

    Article  Google Scholar 

  • Amom T, Nongdam P (2017) The use of molecular marker methods in plants: a review. Int J Curr Res Rev 9(17):1–7

    CAS  Google Scholar 

  • Ariffin Z, Shafie M, Sah MSM, Idris S, Hashim N (2015) Genetic diversity of selected Mangifera species revealed by inter simple sequence repeats markers. Int J Biodivers. https://doi.org/10.1155/2015/458237

    Article  Google Scholar 

  • Azmat MA, Khan AA, Khan IA, Rajwana IA, Cheema HMN, Khan AS (2016) Morphological characterization and SSR based DNA fingerprinting of elite commercial mango cultivars. Pak J Agr Sci 53(2):321–330

    Google Scholar 

  • Bajpai A, Muthukumar M, Ahmad I, Ravishankar KV, Parthasarthy VA, Sthapit BR, Rao RV, Sharma JP, Rajan S (2016) Molecular and morphological diversity of locally grown heirloom mango varieties of North India. J Environ Biol 37(2):221–228

    PubMed  CAS  Google Scholar 

  • Bompard JM, Schnell RJ (1997) Taxonomy and systematics. In: Litz RE (ed) The mango: botany, production and uses. CAB International, Wallingford, pp 21–47

    Google Scholar 

  • Chen JZ (2011) Fruit tree cultivation (southern version). China Agricultural Press, Beijing, pp 198–219

    Google Scholar 

  • Chen FY, Liu JH (2014) Germplasm genetic diversity of Myrica rubra, in Zhejiang province studied using inter-primer binding site and start codon-targeted polymorphism markers. Sci Hortic 170(3):169–175

    Google Scholar 

  • Chhajer S, Jukanti AK, Kalia RK (2017) Start codon targeted (SCoT) polymorphism-based genetic relationships and diversity among populations of Tecomella undulata (Sm.) Seem—an endangered timber tree of hot arid regions. Tree Genet Genomes 13(4):84

    Google Scholar 

  • Collard BCY, 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(1):86–93

    CAS  Google Scholar 

  • Deng LB, Liang QZ, He XH, Luo C, Chen H, Qin ZS (2015) Investigation and analysis of genetic diversity of diospyros germplasms using scot molecular markers in Guangxi. PLoS ONE 10(8):e0136510

    PubMed  PubMed Central  Google Scholar 

  • Dillon NL, Bally ISE, Wright CL, Hucks L, Innes DJ, Dietzgen RG (2013) Genetic diversity of the Australian national mango genebank. Sci Hortic 150:213–226

    Google Scholar 

  • Dong YC, Liu X (2006) Crops and their wild relatives in China [vol. fruit crops]. China Agricultural Press, Beijing, pp 583–603

    Google Scholar 

  • Excoffier L, Smouse PE, Quattro JM (1992) Analysis of molecular variance inferred from metric distances among DNA haplotypes: application to human mitochondrial DNA restriction sites. Genetics 131:479–491

    PubMed  PubMed Central  CAS  Google Scholar 

  • Feng SG, He RF, Yang S, Chen Z, Jiang MY, Lu JJ, Wang HZ (2015) Start codon targeted (SCoT) and target region amplification polymorphism (TRAP) for evaluating the genetic relationship of dendrobium species. Gene 567(2):182–188

    PubMed  CAS  Google Scholar 

  • Gajera HP, Bambharolia RP, Domadiya RK, Patel SV, Golakiya BA (2014) Molecular characterization and genetic variability studies associated with fruit quality of indigenous mango (Mangifera indica L.) cultivars. Plant Syst Evol 300(5):1011–1020

    CAS  Google Scholar 

  • Gitahi R, Kasili R, Kyallo M, Kehlenbeck K (2016) Diversity of threatened local mango landraces on smallholder farms in Eastern Kenya. For Trees Livelihoods 25(4):239–254

    Google Scholar 

  • 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(3):226–237

    Google Scholar 

  • Guo DL, Zhang JY, Liu CH (2012) Genetic diversity in some grape varieties revealed by SCoT analyses. Mol Biol Rep 39(5):5307–5313

    PubMed  CAS  Google Scholar 

  • Hao J, Jiao KL, Yu CL, Guo H, Zhu YJ, Yang X, Zhang SY, Zhang L, Feng SG, Song YB, Dong M, Wang HZ, Shen CJ (2018) Development of SCoT-based SCAR marker for rapid authentication of Taxus Media. Biochem Genet 56:255–266

    PubMed  CAS  Google Scholar 

  • He XH, Li YR, Guo YZ, Tang ZP, Li RB (2005) Genetic analysis of 23 mango cultivar collection in Guangxi province revealed by ISSR. Mol Plant Breed 3(6):829–834

    CAS  Google Scholar 

  • He XH, Guo YZ, Li YR, Ou SJ (2007a) Assessment of the genetic relationship and diversity of mango and its relatives by cplSSR marker. Agric Sci China 6(2):137–142

    CAS  Google Scholar 

  • He XH, Li YR, Guo YZ, Ou SJ, Li RB (2007b) Identification of closely related mango cultivars by ISSR. Guihaia 27(1):44–47

    CAS  Google Scholar 

  • He SY, Niu JX, Ma JJ (2016) Optimization of start codon targeted polymorphism PCR system and identification of bud mutant in ‘Kuerle Xiangli’. J Fruit Sci 33(11):1337–1346

    Google Scholar 

  • Jalilian H, Zarei A, Erfani-Moghadam J (2018) Phylogeny relationship among commercial and wild pear species based on morphological characteristics and SCoT molecular markers. Sci Hortic 235:323–333

    Google Scholar 

  • Karihaloo JL, Dwivedi YK, Archak S, Gaikwad A (2003) Analysis of genetic diversity of Indian mango cultivars using RAPD markers. J Hortic Sci Biotechnol 78(3):285–289

    CAS  Google Scholar 

  • Kashkush K, Fang JG, Tomer E, Hillel J, Lavi U (2001) Cultivar identification and genetic map of mango (Mangifera indica). Euphytica 122(1):129–136

    CAS  Google Scholar 

  • Khan AS, Ali S, Khan IA (2015) Morphological and molecular characterization and evaluation of mango germplasm: an overview. Sci Hortic 194:353–366

    Google Scholar 

  • Krishna H, Singh SK (2007) Biotechnological advances in mango (Mangifera indica L.) and their future implication in crop improvement—a review. Biotechnol Adv 25(3):223–243

    PubMed  CAS  Google Scholar 

  • Kuhn DN, Bally ISE, Dillon NL, Innes D, Groh AM, Rahaman J, Ophir R, Cohen Y, Sherman A (2017) Genetic map of mango: a tool for mango breeding. Front Plant Sci 8:577

    PubMed  PubMed Central  Google Scholar 

  • Kumar M, Sharma R, Kumar V, Sirohi U, Chaudhary V, Sharma S, Saripalli G, Naresh RK, Yadav HK, Sharma S (2019) Genetic diversity and population structure analysis of Indian garlic (Allium sativum L.) collection using SSR markers. Physiol Mol Biol Plants 25(2):377–386

    PubMed  CAS  Google Scholar 

  • Lal S, Singh AK, Singh SK, Srivastav M, Singh BP, Sharma N, Singh NK (2017) Association analysis for pomological traits in mango (Mangifera indica L.) by genic-SSR markers. Trees Struct Funct 31(5):1391–1409

    CAS  Google Scholar 

  • Lei XT, Wang JB, Xu XR, Lin SQ (2006) Studies on genetic polymorphism of main mango cultivars via AFLP markers. Acta Hortic Sin 33(4):725–730

    CAS  Google Scholar 

  • 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(6):1176–1184

    CAS  Google Scholar 

  • Luo C, He XH, Chen H, Ou SJ, Gao MP, Brown JS, Tondo CL, Schnell RJ (2011) Genetic diversity of mango cultivars estimated using SCoT and ISSR markers. Biochem Syst Ecol 39(4–6):676–684

    CAS  Google Scholar 

  • Luo C, He XH, Chen H, Hu Y, Ou SJ (2012) Genetic relationship and diversity of Mangifera indica L.: revealed through SCoT analysis. Genet Resour Crop Evol 59(7):1505–1515

    Google Scholar 

  • Mahjbi A, Baraket G, Oueslati A, Salhi-Hannachi A (2015) Start codon targeted (SCoT) markers provide new insights into the genetic diversity analysis and characterization of Tunisian citrus, species. Biochem Syst Ecol 61:390–398

    CAS  Google Scholar 

  • 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

    PubMed  CAS  Google Scholar 

  • Nadeem MA, Nawaz MA, Shahid MQ, Doğan Y, Comertpay G, Yıldız M, Hatipoğlu R, Ahmad F, Alsaleh A, Labhane N, Özkan H, Chung G, Baloch FS (2018) DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing. Biotechnol Biotechnol Equip 32:261–285

    CAS  Google Scholar 

  • Nazish T, Shabbir G, Ali A, Sami-ul-Allah S, Naeem M, Javed M, Batool S, Arshad H, Hussain SB, Aslam K, Seher R, Tahir M, Baber M (2017) Molecular diversity of Pakistani mango (Mangifera indica L.) varieties based on microsatellite markers. Genet Mol Res 16(2):1–9

    Google Scholar 

  • Olano CT, Schnell RJ, Quintanilla WE, Campbell RJ (2005) Pedigree analysis of Florida mango cultivars. Proc Fla State Hort Soc 118:192–197

    Google Scholar 

  • Peakall R, Smouse PE (2006) GenALEx 6: genetic analysis in Excel. Population genetic software for teaching and research. Mol Ecol Notes 6:288–295

    Google Scholar 

  • Powell W, Morgante M, Andre C, Hanafey M, Vogel J, Tingey S, Rafalski A (1996) The comparison of RFLP, RAPD, AFLP and SSR (microsatellite) markers for germplasm analysis. Mol Breed 2(3):225–238

    CAS  Google Scholar 

  • Pritchard JK, Stephens MJ, Donnelly PJ (2000) Inference of population structure using multilocus genotype data. Genetics 155(2):945–959

    PubMed  PubMed Central  CAS  Google Scholar 

  • Rahimi M, Nazari L, Kordrostami M, Safari P (2018) SCoT marker diversity among Iranian Plantago ecotypes and their possible association with agronomic traits. Sci Hortic 233:302–309

    CAS  Google Scholar 

  • 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. Biotech 5(6):999–1006

    CAS  Google Scholar 

  • Ramessur AD, Ranghoosanmukhiya VM (2011) RAPD marker-assisted identification of genetic diversity among mango (Mangifera indica) varieties in Mauritius. Int J Agric Biol 13(2):167–173

    CAS  Google Scholar 

  • Ravishankar KV, Bommisetty P, Bajpai A, Srivastava N, Dinesh MR (2015) Genetic diversity and population structure analysis of mango (Mangifera indica) cultivars assessed by microsatellite markers. Trees Struct Funct 29(3):775–783

    Google Scholar 

  • Raza SA, Khan AS, Khan IA, Rajwana IA, Ali S, Khan AA, Rehman A (2017) Morphological and physico-chemical diversity in some indigenous mango (Mangifera indica L.) germplasm of Pakistan. Pak J Agr Sci 54(2):287–297

    Google Scholar 

  • Rohlf FJ (2000) NTSYS-PC. Numerical taxonomy and multivariate analysis system version 2.10. Exeter Software, Setauket

    Google Scholar 

  • Samal KC, Jena RC, Swain SS, Das BK, Chand PK (2012) Evaluation of genetic diversity among commercial cultivars, hybrids and local mango (Mangifera indica L.) genotypes of India using cumulative RAPD and ISSR markers. Euphytica 185(2):195–213

    CAS  Google Scholar 

  • Schnell RJ, Ronning CM, Knight RJ (1995) Identification of cultivars and validation of genetic relationships in Mangifera indica L. using RAPD markers. Theor Appl Genet 90(2):269–274

    PubMed  CAS  Google Scholar 

  • Schnell R, Brown J, Olano C, Meerow AW, Campbell RJ, Kuhn DN (2006) Mango genetic diversity analysis and pedigree inferences for Florida cultivars using microsatellite markers. J Am Soc Hortic Sci 131(2):214–224

    CAS  Google Scholar 

  • Shekhawat JK, Rai MK, Shekhawat NS, Kataria V (2018) Start codon targeted (SCoT) polymorphism for evaluation of genetic diversity of wild population of Maytenus emarginata. Ind Crops Prod 122:202–208

    CAS  Google Scholar 

  • Shi SY, Wu HX, Wang SB, Yao QS, Liu LQ, Wang YC, Ma WH, Zhan RL (2011) Diversity analysis of fruit quality traits in loquat fruit germplasm. Acta Hortic Sin 38(05):840–848

    CAS  Google Scholar 

  • Sokal RR, Michener CD (1958) A statistical method for evaluating systematic relationships. Univ Kansas Sci Bull 38:1409–1438

    Google Scholar 

  • Souza IG, Valente SE, Britto FB, Souza VA, Lima PS (2011) RAPD analysis of the genetic, diversity of mango (Mangifera indica) germplasm in Brazil. Genet Mol Res 10(4):3080–3089

    PubMed  CAS  Google Scholar 

  • Surapaneni M, Vemireddy LR, Begum H, Reddy BP, Neetasri C, Nagaraju J, Anwar SY, Siddiq EA (2013) Population structure and genetic analysis of different utility types of mango (Mangifera indica L.) germplasm of Andhra Pradesh state of India using microsatellite markers. Plant Syst Evol 299(7):1215–1229

    CAS  Google Scholar 

  • Thumar ST, Gajera HP, Dhaduk HL, Sakure AA (2016) Physiological, qualitative and molecular markers based evaluation of mango cultivars. Indian J Agric Biochem 29(1):80–86

    Google Scholar 

  • Tsai CC, Chen Y, Chen CH, Weng I, Tsai CM, Lee SR, Lin YS, Chiang YC (2013) Cultivar identification and genetic relationship of mango (Mangifera indica) in Taiwan using 37 SSR markers. Sci Hortic 164:196–201

    CAS  Google Scholar 

  • Wang LX, Wu ZX, Wang JB, Li SP, Jiang CD (2003) Fuzzy cluster analysis of Hainan main mango cultivars according to leaves characters. Chin J Trop Crop 24(4):28–34

    Google Scholar 

  • Wang JB, Wang LX, Du ZJ, Lei XT, Chen YY, Xu BY (2007) Analysis on the genetic relationship of some mango (Mangifera indica L.) germplasms by ISSR markers. Acta Hortic Sin 34(1):87–92

    CAS  Google Scholar 

  • Wang JY, Wang JB, Wu YT, Huang GD, Zhou JA, Li RW (2009) Analysis of genetic diversity of major accessions of mango (Mangifera indica L.) in Guangxi using SSR markers. Chin J Trop Crop 30(9):1301–1307

    Google Scholar 

  • Wang M, Ying DS, Wang QF, Li LP, Zhang RL (2015) Genetic diversity analysis and fingerprint construction for mango cultivars in China. J South Agric 46(7):1154–1159

    Google Scholar 

  • Wu XL, Zheng FQ, Xu CX, Tang WW (2016) Genetic diversity analysis of Shatangju mandarin (Citrus reticulata) by SCoT-PCR. Agric Sci Technol 17(1):34–37+68

    Google Scholar 

  • Xie JH, Liu CM, Ma WH, Lei XT (2005) Analysis of genetic relationships among mango germplasm by RAPD markers. J Fruit Sci 22(6):649–653

    CAS  Google Scholar 

  • Xiong FQ, Tang RH, Chen ZL, Pan LH, Zhuang WJ (2009) SCoT: a novel gene targeted marker technique based on the translation start codon. Mol Plant Breed 7(3):635–638

    CAS  Google Scholar 

  • Yamanaka N, Hasran M, Xu DH, Tsunematsu H, Idris S, Ban T (2006) Genetic relationship and diversity of four Mangifera species revealed through AFLP analysis. Genet Resour Crop Evol 53(5):949–954

    CAS  Google Scholar 

  • Zhan X, Li P, Hui WK, Deng YW, Gan SM, Sun Y, Zhao XH, Chen XY, Deng XM (2019) Genetic diversity and population structure of Toona ciliata revealed by simple sequence repeat markers. Biotechnol Biotechnol Equip 5:1–9

    Google Scholar 

  • Zhang YY, Chen SY (1992) Classification of tropical and subtropical fruits. Shanghai Science and Technology Press, Shanghai, pp 85–98

    Google Scholar 

  • Zhang CX, Ni ZG, Chen HR, Chen YF, Xie DH, Long YQ, Zhang FM (2014) Genetic diversity of mango (Mangifera indica L.) in Nujiang dry-hot valley revealed by morphological characters and AFLP marker. J Plant Genet Resour 15(4):753–758

    CAS  Google Scholar 

Download references

Acknowledgements

This research was supported by National Natural Science Foundation of China (31660561 and 31860541), Key Research and Development Project in Guangxi (GXKJ-AB17292010), Major Science and Technology Projects in Guangxi (GXKJ-AA17204026-2, GXKJ-AA17204097-3, and GXKJ-AA17204097-10), State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources (SKLCUSA-a201906; SKLCUSA-c201901), Natural Science Foundation of Guangxi Province (2015GXNSFAA139052), Innovation Team of Guangxi Mango Industry Project (nycytxgxcxtd-06-02), Innovation Project of Guangxi Graduate Education (YCSW2018040), and Agricultural Science and Technology Project of Guangxi (201608).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cong Luo.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOC 70 kb)

Supplementary material 2 (DOC 34 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, L., He, XH., Yu, HX. et al. Evaluation of the genetic diversity of mango (Mangifera indica L.) seedling germplasm resources and their potential parents with start codon targeted (SCoT) markers. Genet Resour Crop Evol 67, 41–58 (2020). https://doi.org/10.1007/s10722-019-00865-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10722-019-00865-8

Keywords

Navigation