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Influence of Genetics on the Secondary Metabolites of Plants

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Natural Secondary Metabolites

Abstract

Secondary metabolites are natural products and have been attributed with the diverse roles in plants such as survival, interaction with environment, protection from biotic/abiotic stress conditions and as volatile signalling molecules. Secondary metabolites are broadly classified into chemical classes such as terpenoids, alkaloids, phenylpropanoids, steroids etc., and are known to be modulated by various factors, including physiological, genotypic, and environmental factors. These secondary metabolite compounds are biosynthesized via different pathways specific to each class of chemical entities produced in plants. The biosynthetic pathway operates in a linear or branched fashion where any alteration/modulation in the pathway or single gene or group of gene influences the production and accumulation of these metabolites. It has been well established that up or down regulation of concerned genes brought about by natural or artificial means subsequently leads to alteration in enzymatic activities responsible for secondary metabolite synthesis. There has been considerable progress in literature on recombinant expression of pathway genes and its association in enhancement of secondary metabolites in plants. Equally interesting is to understand the genetic impact of secondary metabolites in plants. It has been shown in some earlier studies that genetics play a key role in defining composition as well overall yield of secondary metabolites in plants. There is impact of genotype and environment interaction in secondary metabolite levels that will determine the overall expression of a distinct chemotype/genotype-based concept. A large number of genotypes with characteristic composition have been identified to be developed as key varieties suited for defined metabolites. Such examples exist in plants such as Artemisia annua, Mentha species, Ocimum species, Withania somnifera and several others, where valuable metabolites were shown to be genetically associated. The aim of the current article is to comprehend this less characterized area of secondary metabolism in plants and develop a knowledge resource involving its biosynthesis, accumulation, regulation with reference to their genetic background which in future could be utilized for commercial and pharmacological applications in aroma and drug industries.

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References

  • Ahmar S, Gill RA, Jung KH, Faheem A, Qasim MU, Mubeen M, Zhou W (2020) Conventional and molecular techniques from simple breeding to speed breeding in crop plants: recent advances and future outlook. Int J Mol Sci 21(7):2590

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Akula R, Ravishankar GA (2011) Influence of abiotic stress signals on secondary metabolites in plants. Plant Signal Behav 6(11):1720–1731

    Article  Google Scholar 

  • Albani MC, Battey NH, Wilkinson MJ (2004) The development of ISSR-derived SCAR markers around the SEASONAL FLOWERING LOCUS (SFL) in Fragariavesca. Theor Appl Genet 109(3):571–579

    Article  CAS  PubMed  Google Scholar 

  • Alseekh S, Tohge T, Wendenberg R, Scossa F, Omranian N, Li J, Kleessen S, Giavalisco P, Pleban T, Mueller-Roeber B, Zamir D (2015) Identification and mode of inheritance of quantitative trait loci for secondary metabolite abundance in tomato. Plant Cell 27(3):485–512

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Amor G, Sabbah M, Caputo L, Idbella M, De Feo V, Porta R, Fechtali T, Mauriello G (2021) Basil essential oil: composition, antimicrobial properties, and microencapsulation to produce active chitosan films for food packaging. Foods 10(1):121

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Banyai W, Sangthong R, Karaket N, Inthima P, Mii M, Supaibulwatana K (2010) Overproduction of artemisinin in tetraploid Artemisia annua L. Plant Biotechnol 27(5):427–433

    Article  Google Scholar 

  • Bisht D, Kumar D, Kumar D, Dua K, Chellappan DK (2021) Phytochemistry and pharmacological activity of the genus Artemisia. Arch Pharm Res:1–36

    Google Scholar 

  • Brickell C, Zuk JD (1997) The American Horticultural Society. AZ Encyclopaedia of Garden Plants DK Publishing Inc., New York, pp 14–18

    Google Scholar 

  • Calderón Bravo H, Vera Céspedes N, Zura-Bravo L, Muñoz LA (2021) Basil seeds as a novel food, source of nutrients and functional ingredients with beneficial properties: a review. Foods 10:1467. https://doi.org/10.3390/foods10071467

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Carles M, Cheung MKL, Moganti S, Dong TT, Tsim KW, Ip NY, Sucher NJ (2005) A DNA microarray for the authentication of toxic traditional Chinese medicinal plants. Planta Med 71(06):580–584

    Article  CAS  PubMed  Google Scholar 

  • Chaurasiya ND, Sangwan RS, Misra LN, Tuli R, Sangwan NS (2009) Metabolic clustering of a core collection of Indian ginseng Withania somnifera Dunal through DNA, isoenzyme, polypeptide and withanolide profile diversity. Fitoterapia 80(8):496–505

    Article  CAS  PubMed  Google Scholar 

  • Chowdhury T, Mandal A, Roy SC, De Sarker D (2017) Diversity of the genus Ocimum (Lamiaceae) through morpho-molecular (RAPD) and chemical (GC–MS) analysis. J Genet Engi Biotechnol 15(1):275–286

    Article  Google Scholar 

  • Cockram J, Hill C, Burns C, Arroo RR, Woolley JG, Flockart I, Robinson T, Atkinson CJ, Davies MJ, Dungey N, Greenland AJ (2012) Screening a diverse collection of Artemisia annua germplasm accessions for the antimalarial compound, artemisinin. Plant Genet Resour 10(2):152–154

    Article  CAS  Google Scholar 

  • Csepregi R, Bencsik T, Papp N (2016) Examination of secondary metabolites and antioxidant capacity of Anthyllis vulneraria, Fuchsia sp., Galium mollugo and Veronica beccabunga. Acta Biol Hung 67(4):442–446

    Article  CAS  PubMed  Google Scholar 

  • Cuttriss AJ, Cazzonelli CI, Wurtzel ET, Pogson BJ (2011) University of Hawai ‘i at Manoa, Honolulu, HI, USA {Department of Biological Sciences, Lehman College, The City University of New York, Bronx, New York, USA {ARC Centre of Excellence in Plant Energy Biology, Research School of Biology, Australian National University

    Google Scholar 

  • Dar MJ, Ahmad M (2020) Neurodegenerative diseases and Withania somnifera (L.): an update. J Ethnopharmacol 256:112769. S0378874119339303 112769. https://doi.org/10.1016/j.jep.2020.112769

    Article  CAS  PubMed  Google Scholar 

  • Dehghan E, Häkkinen ST, Oksman-Caldentey KM, Ahmadi FS (2012) Production of tropane alkaloids in diploid and tetraploid plants and in vitro hairy root cultures of Egyptian henbane (Hyoscyamus muticus L.). Plant Cell Tissue Organ Culture (PCTOC) 110(1):35–44

    Article  CAS  Google Scholar 

  • Delabays N, Collet G, Benakis A (1992, July) Selection and breeding for high artemisinin (Qinghaosu) yielding strains of Artemisia annua. In WOCMAP I-medicinal and aromatic plants conference: part 4 of 4 330 (pp. 203–208)

    Google Scholar 

  • Delabays N, Simonnet X, Gaudin MDAD (2001) The genetics of artemisinin content in Artemisia annua L. and the breeding of high yielding cultivars. Curr Med Chem 8(15):1795–1801

    Article  CAS  PubMed  Google Scholar 

  • Delabays NICOLAS, Darbellay CHARLY, Galland NICOLE (2002) Variation and heritability of artemisinin content in Artemisia annua L. Taylor and Francis, London, pp 197–209

    Google Scholar 

  • Demarne FE, Viljoen AM, Van der Walt JJA (1993) A study of the variation in the essential oil and morphology of Pelargonium capitatum (L.) L’Hérit. (Geraniaceae). Part I. The composition of the oil. J Essent Oil Res 5(5):493–499

    Article  CAS  Google Scholar 

  • Dhar RS, Verma V, Suri KA, Sangwan RS, Satti NK, Kumar A, Tuli R, Qazi GN (2006) Phytochemical and genetic analysis in selected chemotypes of Withania somnifera. Phytochemistry 67(20):2269–2276

    Article  CAS  PubMed  Google Scholar 

  • Dhama K, Sharun K, Gugjoo MB, Tiwari R, Alagawany M, Iqbal Yatoo M, Thakur P, Iqbal HMN, Chaicumpa W, Michalak I, Elnesr SS, Farag MR (2021) A comprehensive review on chemical profile and pharmacological activities of Ocimum basilicum. Food Rev Int. https://doi.org/10.1080/87559129.2021.1900230

  • Dudai N, Li G, Shachter A, Belanger F, Chaimovitsh D (2018) Heredity of phenylpropenes in sweet basil (Ocimum basilicum L.) chemotypes and their distribution within an F2 population. Plant Breed 137(3):443–449

    Article  CAS  Google Scholar 

  • Enegide C, Charles CO (2021) Ocimum species: ethnomedicinal uses phytochemistry and pharmacological importance. Int J Curr Res Physiol Pharmacol (IJCRPP):1–12. https://doi.org/10.31878/ijcrpp.2021.52.01

  • Erb M, Kliebenstein DJ (2020) Plant secondary metabolites as defenses, regulators, and primary metabolites: the blurred functional trichotomy. Plant Physiol 184(1):39–52

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fang J, Reichelt M, Hidalgo W, Agnolet S, Schneider B (2012) Tissue-specific distribution of secondary metabolites in rapeseed (Brassica napus L.). PLoS One 7(10):e48006

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Farooqi AHA, Luthra R, Fatima S, Bansal RP, Sangwan NS, Sangwan RS (2000) Physiological, biochemical and environmental aspects of essential oil biosynthesis. Cymbopogon-The Aromatic Grass. Lucknow: Central Institute of Medicinal and Aromatic Plants: 199–222

    Google Scholar 

  • Fenwick AL, Ward SM (2001) Use of random amplified polymorphic DNA markers for cultivar identification in mint. Hort Sci 36(4):761–764

    CAS  Google Scholar 

  • Ferreira JF, Simon JE, Janick J (1995a) Developmental studies of Artemisia annua: flowering and artemisinin production under greenhouse and field conditions. Planta Med 61(02):167–170

    Article  CAS  PubMed  Google Scholar 

  • Ferreira JF, Simon JE, Janick J (1995b) Relationship of artemisinin content of tissue-cultured, greenhouse-grown, and field-grown plants of Artemisia annua1. Planta Med 61(04):351–355

    Article  CAS  PubMed  Google Scholar 

  • Fierascu RC, Fierascu I, Ortan A, Georgiev MI, Sieniawska E (2020) Innovative approaches for recovery of phytoconstituents from medicinal/aromatic plants and biotechnological production. Molecules 25(2):309

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gallardo A, Picollo MI, González-Audino P, Mougabure-Cueto G (2012) Insecticidal activity of individual and mixed monoterpenoids of geranium essential oil against Pediculus humanus capitis (Phthiraptera: Pediculidae). J Med Entomol 49(2):332–335

    Article  CAS  PubMed  Google Scholar 

  • Gang DR, Wang J, Dudareva N, Nam KH, Simon JE, Lewinsohn E, Pichersky E (2001) An investigation of the storage and biosynthesis of phenylpropenes in sweet basil. Plant Physiol 125(2):539–555

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gantait S, Mukherjee E (2021) Induced autopolyploidy—a promising approach for enhanced biosynthesis of plant secondary metabolites: an insight. J Genet Eng Biotechnol 19(1):1–13

    Article  Google Scholar 

  • Ghasemi M, Aelaei M, Akbari Soltankohi F, Minaei Chenar H, Bahrami Rad E (2021) Studies on polyploidy induction for improvement of quality traits in ornamental and medicinal plants. Central Asian J Plant Sci Innov 1(2):76–90

    Google Scholar 

  • Gobert V, Moja S, Colson M, Taberlet P (2002) Hybridization in the section Mentha (Lamiaceae) inferred from AFLP markers. Am J Bot 89(12):2017–2023

    Article  CAS  PubMed  Google Scholar 

  • Graham LA, Besser K, Susan B, Branigan CA, Czechowski T, Elias L, Guterman I, David H, Peter GI, Khan AM, Larson TR, Li Y, Pawson T, Penfield T, Rae AM, Rathbone DA, Reid S, Ross J, Smallwood MF, Segura V, Townsend T, Vyas D, Winzer T, Bowles D (2010) The genetic map of Artemisia annua L. identifies loci affecting yield of the antimalarial drug artemisinin. Science 327(5963):328–331. https://doi.org/10.1126/science.1182612

    Article  CAS  PubMed  Google Scholar 

  • Greiner S, Köhl K (2014) Growing evening primroses (Oenothera). Front Plant Sci 5:38

    Article  PubMed  PubMed Central  Google Scholar 

  • Gupta MM, Singh DV, Tripathi AK, Pandey R, Verma RK, Singh S, Shasany AK, Khanuja SPS (2005) Simultaneous determination of Vincristine Vinblastine Catharanthine and Vindoline in Leaves of Catharanthus roseus by high-performance liquid chromatography. J Chromatogr Sci 43(9):450–453. https://doi.org/10.1093/chromsci/43.9.450

    Article  CAS  PubMed  Google Scholar 

  • Gupta S, Pandey-Rai S, Srivastava S, Naithani SC, Prasad M, Kumar S (2007) Construction of genetic linkage map of the medicinal and ornamental plant Catharanthus roseus. J Genet 86(3):259–268

    Article  CAS  PubMed  Google Scholar 

  • Gupta P, Goel R, Pathak S, Srivastava A, Singh SP, Sangwan RS, Asif MH, Trivedi K (2013) De novo assembly, functional annotation and comparative analysis of Withania somnifera leaf and root transcriptomes to identify putative genes involved in the withanolides biosynthesis. PLoS One 8(5):e62714

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gupta S, Srivastava A, Shasany AK, Gupta AK (2018) Genetics, cytogenetics, and genetic diversity in the genus Ocimum. In: The Ocimum genome. Springer, Cham, pp 73–87

    Chapter  Google Scholar 

  • Gurav TP, Dholakia BB, Giri AP (2021) A glance at the chemodiversity of Ocimum species: trends, implications, and strategies for the quality and yield improvement of essential oil. Phytochem Rev:1–35

    Google Scholar 

  • Hannan MA, Dash R, Haque M, Choi SM, Moon IS (2020) Integrated system pharmacology and in silico analysis elucidating neuropharmacological actions of Withania somnifera in the treatment of Alzheimer’s disease. CNS Neurol Disord Drug Targets (Formerly Curr Drug Targets-CNS Neurol Disord) 19(7):541–556

    CAS  Google Scholar 

  • Hayat MQ, Khan MA, Ashraf M, Jabeen S (2009) Ethnobotany of the genus Artemisia L. (Asteraceae) in Pakistan. Ethnobot Res Appl 7:147–162

    Article  Google Scholar 

  • Hiremath C, Philip R, Sundaresan V (2021) Molecular characterization of India Ginseng Withania somnifera (L) using ISSR markers. Mol Biol Rep: 1–7

    Google Scholar 

  • Hong, L., Guo, Z., Huang, K., Wei, S., Liu, B., Meng, S. and Long, C., 2015. Ethnobotanical study on medicinal plants used by Maonan people in China. J Ethnobiol Ethnomed, 11(1):1–35

    Google Scholar 

  • Hu Y, Zhang Q, Xin H, Qin LP, Lu BR, Rahman K, Zheng H (2007) Association between chemical and genetic variation of Vitexrotundifolia populations from different locations in China: its implication for quality control of medicinal plants. Biomed Chromatogr 21(9):967–975

    Article  CAS  PubMed  Google Scholar 

  • Iannicelli J, Guariniello J, Tossi VE, Regalado JJ, Di Ciaccio L, Van Baren CM, Álvarez SP, Escandon AS (2020) The “polyploid effect” in the breeding of aromatic and medicinal species. Sci Hortic 260:108854

    Article  CAS  Google Scholar 

  • Jadaun JS, Sangwan NS, Narnoliya LK, Tripathi S, Sangwan RS (2017a) Withania coagulans tryptophan decarboxylase gene cloning, heterologous expression, and catalytic characteristics of the recombinant enzyme. Protoplasma 254(1):181–192

    Article  CAS  PubMed  Google Scholar 

  • Jadaun JS, Sangwan NS, Narnoliya LK, Singh N, Bansal S, Mishra B, Sangwan RS (2017b) Over-expression of DXS gene enhances terpenoidal secondary metabolite accumulation in rose-scented geranium and Withania somnifera: active involvement of plastid isoprenogenic pathway in their biosynthesis. Physiol Plant 159(4):381–400

    Article  CAS  PubMed  Google Scholar 

  • Jadaun JS, Kushwaha AK, Sangwan NS, Narnoliya LK, Mishra S, Sangwan RS (2020) WRKY1-mediated regulation of tryptophan decarboxylase in tryptamine generation for withanamide production in Withania somnifera (Ashwagandha). Plant Cell Rep 39(11):1443–1465

    Article  CAS  PubMed  Google Scholar 

  • Kennedy DO, Bonnländer B, Lang SC, Pischel I, Forster J, Khan J et al (2020) Acute and chronic effects of green oat (Avena sativa) extract on cognitive function and mood during a laboratory stressor in healthy adults: a randomised, double-blind, placebo-controlled study in healthy humans. Nutrients 12(6):1598

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Khan S, Shah RA (2016) Assessment of genetic diversity among India Ginseng, Withania somnifera (L) Dunal using RAPD and ISSR markers. Research. Biotechnology 7

    Google Scholar 

  • Kim YS, Hahn EJ, Murthy HN, Paek KY (2004) Effect of polyploidy induction on biomass and ginsenoside accumulations in adventitious roots of ginseng. J Plant Biol 47(4):356–360

    Article  Google Scholar 

  • Kulkarni RN, Baskaran K, Ramesh S, Kumar S (1997) Intra-clonal variation for essential oil content and composition in plants derived from leaf cuttings of rose-scented geranium (Pelargonium sp.). Ind Crop Prod 6(2):107–112

    Article  CAS  Google Scholar 

  • Kumar A, Mishra P, Rodrigues V, Baskaran K, Verma RS, Padalia RC, Sundaresan V (2019) Delineation of Ocimum gratissimum L. complex combining morphological, molecular and essential oils analysis. Ind Crop Prod 139:111536

    Article  CAS  Google Scholar 

  • Kumar M, Patel M, Chauhan R, Tank C, Solanki S, Patel P, Bhadauria H, Gami R, Pachchigar K, Soni N, Patel P (2020) Elucidation of genotype–environment interactions and genetic stability parameters for yield, quality and agromorphological traits in ashwagandha (Withania somnifera (L.) Dunal). J Genet 99(1):1–16

    Article  Google Scholar 

  • Kushwaha AK, Sangwan NS, Trivedi K, Negi AS, Misra L, Sangwan RS (2013a) Tropine forming tropinone reductase gene from Withania somnifera (Ashwagandha): biochemical characteristics of the recombinant enzyme and novel physiological overtones of tissue-wide gene expression patterns. PLoS One 8(9):e74777

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kushwaha AK, Sangwan NS, Tripathi S, Sangwan RS (2013b) Molecular cloning and catalytic characterization of a recombinant tropine biosynthetic tropinone reductase from Withania coagulans leaf. Gene 516(2):238–247

    Article  CAS  PubMed  Google Scholar 

  • Labra M, Miele M, Ledda B, Grassi F, Mazzei M, Sala F (2004) Morphological characterization, essential oil composition and DNA genotyping of Ocimum basilicum L. cultivars. Plant Sci 167(4):725–731

    Article  CAS  Google Scholar 

  • Lai R (2003) High yielding eugenol rich oil producing variety of Ocimum sanctum CIM-Ayu. J Med Arom Plant Sci 25:746–747

    Google Scholar 

  • Lal RK (2015) Genotype selection for agronomical trait–seed yield in kewachh {Mucuna pruriens (L.)}. Ind Crop Prod 65:62–70

    Article  Google Scholar 

  • Lal RK, Khanuja SPS, Agnihotri AK, Shasany AK, Naqvi AA, Dwivedi S, Mishra HO, Dhawan OP, Kalra A, Singh A, Bahl JR, Singh S, Patra DD, Agarwal S, Darokar MP, Gupta AK, Gupta ML, Chandra R (2004) An early, short duration, high essential oil, methyl chavicol and linalool yielding variety of Indian basil (Ocimum basilicum)‘CIM-Saumya’. J Med Arom Plant Sci 26:77–78

    CAS  Google Scholar 

  • Lal RK, Khanuja SPS, Rizavi H, Shasany AK, Ahmad R, Chandra R, Naqvi AA, Misra HO, Singh A, Singh N, Lohia RS, Bansal K, Darokar MP, Gupta AK, Kalara A, Dhawan OP, Bahl JR, Singh AK, Shankar H, Kumar D, Alam M (2008) Registration of a high yielding dark purple pigmented, variety ‘CIM-Angana’of Shyam tulsi (Ocimum sanctum L.). J Med Aromat Plant Sci 30:92–94

    Google Scholar 

  • Larson TR, Branigan C, Harvey D, Penfield T, Bowles D, Graham IA (2013) A survey of artemisinic and dihydroartemisinic acid contents in glasshouse and global field-grown populations of the artemisinin-producingplant Artemisia annua L. Ind Crop Prod 45:1–6. https://doi.org/10.1016/j.indcrop.2012.12.004

    Article  CAS  Google Scholar 

  • Lavania UC (2005) Genomic and ploidy manipulation for enhanced production of phyto-pharmaceuticals. Plant Genet Resour 3(2):170–177

    Article  CAS  Google Scholar 

  • Li Y, Ding WL (2010) Genetic diversity assessment of Trollius accessions in China by RAPD markers. Biochem Genet 48:34–43

    Article  CAS  PubMed  Google Scholar 

  • Liu W, Liu Y (2016) Youyou Tu: significance of winning the 2015 Nobel Prize in Physiology or Medicine. Cardiovasc Diagn Therapy 6(1):1

    Google Scholar 

  • Ma N, Zhang Z, Liao F, Jiang T, Tu Y (2020) The birth of artemisinin. Pharmacol Ther 107658

    Google Scholar 

  • Madani H, Escrich A, Hosseini B, Sanchez-Muñoz R, Khojasteh A, Palazon J (2021) Effect of polyploidy induction on natural metabolite production in medicinal plants. Biomol Ther 11(6):899

    CAS  Google Scholar 

  • Mahajan V, Rather IA, Awasthi P, Anand R, Gairola S, Meena SR, Bedi YS, Gandhi SG (2015) Development of chemical and EST-SSR markers for Ocimum genus. Ind Crop Prod 63:65–70

    Article  CAS  Google Scholar 

  • Makmur K, Chikmawati T, Sobir S (2020) Genetic variability of lemon basil (Ocimum× africanumLour.) from Indonesian archipelago based on morphological and inter-simple sequence repeats markers. Biodivers J Biol Divers 21(12)

    Google Scholar 

  • Mannan A, Ahmad I, Ashrad W et al (2010) Survey of artemisinin production by diverse Artemisia species in northern Pakistan. Malar J 9:310

    Article  PubMed  PubMed Central  Google Scholar 

  • Manokari M, Badhepuri MK, Cokulraj M, Sandhya D, Dey A, Kumar V, Faisal M, Alatar AA, Singh RK, & Shekhawat MS (2022) Validation of metaTopolin in organogenesis, improved morpho-physio-chemical responses, and clonal fidelity analysis in Dioscoreapentaphylla L.–an underutilized yam species. S Afr J Bot

    Google Scholar 

  • Marieschi M, Torelli A, Poli F, Sacchetti G, Bruni R (2009) RAPD-based method for the quality control of Mediterranean oregano and its contribution to pharmacognostic techniques. J Agric Food Chem 57(5):1835–1840

    Article  CAS  PubMed  Google Scholar 

  • Mauro R, Portis E, Acquadro A, Lombardo S, Mauromicale G, Lanteri S (2009) Genetic diversity of globe artichoke landraces from Sicilian small-holdings: implications for evolution and domestication of the species. Conserv Genet 10(2):431–440

    Article  Google Scholar 

  • Maurya S, Sangwan NS (2020) Profiling of essential oil constituents in Ocimum species. Proc Natl Acad Sci India Sect B Biol Sci 90(3):577–583

    Article  CAS  Google Scholar 

  • Maurya S, Chandra M, Yadav RK, Narnoliya LK, Sangwan RS, Bansal S, Sandhu P, Singh U, Kumar D, Sangwan NS (2019) Interspecies comparative features of trichomes in Ocimum reveal insights for biosynthesis of specialized essential oil metabolites. Protoplasma 256(4):893–907

    Article  CAS  PubMed  Google Scholar 

  • Mengist MF, Grace MH, Xiong J, Kay CD, Bassil N, Hummer K et al (2020) Diversity in metabolites and fruit quality traits in blueberry enables ploidy and species differentiation and establishes a strategy for future genetic studies. Front Plant Sci 11:370

    Article  PubMed  PubMed Central  Google Scholar 

  • Mirjalili MH, Fakhr-Tabatabaei SM, Alizadeh H, Ghassempour A, Mirzajani F (2009) Genetic and withaferin A analysis of Iranian natural populations of Withania somnifera and W. coagulans by RAPD and HPTLC. Nat Prod Commun 4(3):1934578X0900400307

    Google Scholar 

  • Mishra S, Sangwan RS, Bansal S, Sangwan NS (2013) Efficient genetic transformation of Withania coagulans (Stocks) Dunal mediated by Agrobacterium tumefaciens from leaf explants of in vitro multiple shoot culture. Protoplasma 250(2):451–458

    Article  CAS  PubMed  Google Scholar 

  • Mishra S, Bansal S, Sangwan RS, Sangwan NS (2016) Genotype independent and efficient Agrobacterium-mediated genetic transformation of the medicinal plant Withania somnifera Dunal. J Plant Biochem Biotechnol 25(2):191–198

    Article  CAS  Google Scholar 

  • Mishra B, Bose SK, Sangwan NS (2020) Comparative investigation of therapeutic plant Withania somnifera for yield, productivity, withanolide content, and expression of pathway genes during contrasting seasons. Ind Crop Prod 154:112508

    Article  CAS  Google Scholar 

  • Moghbel N, Borujeni MK, Bernard F (2015) Colchicine effect on the DNA content and stomata size of Glycyrrhiza glabra var. glandulifera and Carthamus tinctorius L. cultured in vitro. J Genet Eng Biotechnol 13(1):1–6

    Article  PubMed  PubMed Central  Google Scholar 

  • Momeni S, Shiran B, Razmjoo K (2006) Genetic variation in Iranian mints on the bases of RAPD analysis. Pak J Biol Sci 9(10):1898–1904

    Article  CAS  Google Scholar 

  • Mukherjee PK, Banerjee S, Biswas S, Das B, Kar A, Katiyar CK (2021) Withania somnifera (L.) Dunal-Modern perspectives of an ancient Rasayana from Ayurveda. J Ethnopharmacol 264:113157

    Article  CAS  PubMed  Google Scholar 

  • Narnoliya LK, Kaushal G, Singh SP, Sangwan RS (2017) De novo transcriptome analysis of rose-scented geranium provides insights into the metabolic specificity of terpene and tartaric acid biosynthesis. BMC Genomics 18(1):1–14

    Article  Google Scholar 

  • Narnoliya LK, Sangwan RS, Singh SP (2018) Transcriptome mining and in silico structural and functional analysis of ascorbic acid and tartaric acid biosynthesis pathway enzymes in rose-scanted geranium. Mol Biol Rep 45(3):315–326

    Article  CAS  PubMed  Google Scholar 

  • Narnoliya LK, Jadaun JS, Singh SP (2019) The phytochemical composition, biological effects and biotechnological approaches to the production of high-value essential oil from geranium. In: Essential oil research. Springer, Cham, pp 327–352

    Chapter  Google Scholar 

  • Narnoliya LK, Sangwan N, Jadaun JS, Bansal S, Sangwan RS (2021) Defining the role of a caffeic acid 3-O-methyltransferase from Azadirachta indica fruits in the biosynthesis of ferulic acid through heterologous over-expression in Ocimum species and Withania somnifera. Planta 253(1):1–13

    Article  Google Scholar 

  • Nayak S, Srivastava G, Debata BK, Sangwan NS (2003) Evaluation of agronomically useful somaclonal variants in Jamrosa (a hybrid Cymbopogon) and detection of genetic changes through RAPD. Plant Sci 164:1029–1035

    Article  CAS  Google Scholar 

  • Nayak SA, Kumar S, Satapathy K, Moharana A, Behera B, Barik DP, Acharya L, Mohapatra PK, Jena PK, Naik SK (2013) In vitro plant regeneration from cotyledonary nodes of Withania somnifera (L.) Dunal and assessment of clonal fidelity using RAPD and ISSR markers. Actaphysiologiaeplantarum 35(1):195–203

    CAS  Google Scholar 

  • Negi MS, Singh A, Lakshmikumaran M (2000) Genetic variation and relationship among and within Withania species as revealed by AFLP markers. Genome 43(6):975–980

    Article  CAS  PubMed  Google Scholar 

  • Nezhadi F, Safari H, Karami E, Rahimi AR (2021) A cytogenetic, morphological, and ecological comparison of seven different species of Achillea. ssp. Accessions in Kurdistan Province, Iran.

    Google Scholar 

  • Nganthoi M, Sanatombi K (2019) Artemisinin content and DNA profiling of Artemisia species of Manipur. S Afr J Bot 125:9–15

    Article  CAS  Google Scholar 

  • Nigam M, Atanassova M, Mishra AP, Pezzani R, Devkota HP, Plygun S, Salehi B, Setzer WN, Sharifi-Rad J (2019) Bioactive compounds and health benefits of Artemisia species. Nat Prod Commun 14(7):1934578X19850354

    CAS  Google Scholar 

  • Omidbaigi R, Mirzaei M, Moghadam MS (2010) Difference of growth traits, essential oil content and compositions between diploid and iinduced tetraploid plants of basil (Ocimum basilicum L.). J Essent Oil Bearing Plants 13(5):579–587

    Article  CAS  Google Scholar 

  • Padalia RC, Verma RS, Chauhan A, Goswami P, Chanotiya CS (2016) Essential oil composition of Artemisia stelleriana Besser from India. J Essent Oil Res 28(5):400–405

    Article  CAS  Google Scholar 

  • Padilla-González GF, Frey M, Gómez-Zeledón J, Da Costa FB, Spring O (2019) Metabolomic and gene expression approaches reveal the developmental and environmental regulation of the secondary metabolism of yacón (Smallanthus sonchifolius, Asteraceae). Sci Rep 9(1):1–15

    Article  Google Scholar 

  • Pandey N, Meena RP, Rai SK, Pandey-Rai S (2016) In vitro generation of high artemisinin yielding salt tolerant somaclonal variant and development of SCAR marker in Artemisia annua L. Plant Cell Tissue Organ Culture (PCTOC) 127(2):301–314

    Article  CAS  Google Scholar 

  • Parita B, Kumar SN, Darshan D, Karen P (2018) Elucidation of genetic diversity among ashwagandha [Withaniasomnifera (L.) Dunal] genotypes using EST-SSR markers. Research. J Biotechnol 13(10):52–59

    CAS  Google Scholar 

  • Park SH, Scheffler J, Scheffler B, Cantrell CL, Pauli CS (2019) Chemical defense responses of upland cotton, Gossypium hirsutum L. to physical wounding. Plant Direct 3(5):e00141

    Article  PubMed  PubMed Central  Google Scholar 

  • Park CH, Park YE, Yeo HJ, Yoon JS, Park SY, Kim JK, Park SU (2021) Comparative analysis of secondary metabolites and metabolic profiling between diploid and tetraploid Morus alba L. J Agric Food Chem 69(4):1300–1307

    Article  CAS  PubMed  Google Scholar 

  • Paton AJ, Springate D, Suddee S, Otieno D, Grayer RJ, Harley MM, Willis F, Simmonds MS, Powell MP, Savolainen V (2004) Phylogeny and evolution of basils and allies (Ocimeae, Labiatae) based on three plastid DNA regions. Mol Phylogenet Evol 31(1):277–299

    Article  CAS  PubMed  Google Scholar 

  • Peters MD, Xiang QYJ, Thomas DT, Stucky J, Whiteman NK (2009) Genetic analyses of the federally endangered Echinacea laevigata using amplified fragment length polymorphisms (AFLP)—Inferences in population genetic structure and mating system. Conserv Genet 10(1):1–14

    Article  CAS  Google Scholar 

  • Pradhan SK, Gupta RC, Goel RK (2018) Differential content of secondary metabolites in diploid and tetraploid cytotypes of Siegesbeckia orientalis L. Nat Prod Res 32(20):2476–2482

    Article  CAS  PubMed  Google Scholar 

  • Prakash P, Gupta N (2005) Therapeutic uses of Ocimum sanctum Linn (Tulsi) with a note on eugenol and its pharmacological actions: a short review. Indian J Physiol Pharmacol 49(2):125–131

    CAS  PubMed  Google Scholar 

  • Qari SH, Tarbiyyah I (2021) The genetic regulation of secondary metabolic pathways in response to salinity and drought as abiotic stresses. Appl Sci 11(15):6668

    Article  CAS  Google Scholar 

  • Rana VS, Juyal JP, Blazquez MA (2002) Chemical constituents of essential oil of Pelargonium graveolens leaves. Int J Aromather 12(4):216–218

    Article  Google Scholar 

  • Rashmi TR, Francis MS, Murali S (2014) Determination of artemisinin in selected Artemisia L. species by HPLC. Indo Am J Pharm Res 4:2637–2644

    Google Scholar 

  • Rauf S, Ortiz R, Malinowski DP, Clarindo WR, Kainat W, Shehzad M, Waheed U, Hassan SW (2021) Scope of whole genome duplication in forages: a plant breeder perspective

    Google Scholar 

  • Ravindra NS, Kulkarni RN, Gayathri MC, Ramesh S (2004) Somaclonal variation for some morphological traits, herb yield, essential oil content and essential oil composition in an Indian cultivar of rose-scented geranium. Plant Breed 123(1):84–86

    Article  Google Scholar 

  • Ro DK, Paradise EM, Ouellet M, Fisher KJ, Newman KL, Ndungu JM, Ho KA, Eachus RA, Ham TS, Kirby J, Chang MC (2006) Production of the antimalarial drug precursor artemisinic acid in engineered yeast. Nature 440(7086):940–943

    Article  CAS  PubMed  Google Scholar 

  • Rodrigues L, Póvoa O, van den Berg C, Figueiredo AC, Moldão M, Monteiro A (2013) Genetic diversity in Mentha cervina based on morphological traits, essential oils profile and ISSRs markers. Biochem Syst Ecol 51:50–59

    Article  CAS  Google Scholar 

  • Rohini B, Padma Ishwarya S, Rajasekharan R, Kumar A, Kumar V (2020) Ocimum basilicum seed mucilage reinforced with montmorillonite for preparation of bionanocomposite film for food packaging applications. Polym Test 87:106465. S0142941820301045 106465. https://doi.org/10.1016/j.polymertesting.2020.106465

    Article  CAS  Google Scholar 

  • Sabir F, Sangwan Neelam S, Chaurasiya ND, Misra LN, Tuli R, Sangwan RS (2007) Micro- propagation of Withania somnifera L. accessions from axillary meristem for rapid propagation and consistent withanolide productivity. Int J Geogr Inf Syst 13:118–128

    Google Scholar 

  • Sangwan RS, Sangwan NS (2000) Metabolic analysis of oilchemotypic diversity in Cymbopogons. Cymbopogons: the aromatic grass monograph. CIMAP, Lucknow, pp 223–247

    Google Scholar 

  • Sangwan NS, Sangwan RS (2014) Secondary metabolites of traditional medical plants: a case study of Ashwagandha (Withania somnifera). In: Applied plant cell biology. Springer, Berlin, Heidelberg, pp 325–367

    Chapter  Google Scholar 

  • Sangwan RS, Sangwan NS, Jain DC, Kumar S, Ranade SA (1999) RAPD profile based genetic characterization of chemotypic variants of Artemisia annua L. IUBMB Life 47(6):935–944

    Article  CAS  Google Scholar 

  • Sangwan RS, Yadav U, Sangwan NS (2000) Isolation of genomic DNA from defatted oil seed residue of opium poppy (Papaver sominiferum). Plant Mol Biol Report 18(3):265–270. https://doi.org/10.1007/BF02823997

    Article  CAS  Google Scholar 

  • Sangwan NS, Yadav U, Sangwan RS (2003) Genetic diversity among elite varieties of the aromatic grasses, Cymbopogon martinii. Euphytica 130:117–130

    Article  CAS  Google Scholar 

  • Sangwan N, Yadav U, Sangwan R (2001) Molecular analysis of genetic diversity in elite Indian cultivars of essential oil trade types of aromatic grasses (Cymbopogon species). Plant Cell Rep 20(5):437–444. https://doi.org/10.1007/s002990100324

    Article  CAS  Google Scholar 

  • Sangwan NS, Farooqi AHA, Shabih F, Sangwan RS (2001a) Regulation of essential oil production in plants. Plant Growth Regul 34(1):3–21

    Article  CAS  Google Scholar 

  • Sangwan N, Yadav U, Sangwan R (2001b) Molecular analysis of genetic diversity in elite Indian cultivars of essential oil trade types of aromatic grasses (Cymbopogon species). Plant Cell Rep 20(5):437–444

    Article  CAS  Google Scholar 

  • Sangwan NS, Sharma PK, Sangwan RS (2007) Geranyl acetate esterase is commonly present but linalyl acetate esterase occurrence is highly limited in plants. Flavour Fragr J 22:169–173

    Article  Google Scholar 

  • Sangwan RS, Chaurasiya ND, Misra LN, Lal P, Uniyal GC, Sharma R, Sangwan NS, Suri KA, Qazi GN, Tuli R (2004) Phytochemical variability in commercial herbal products and preparations of Withania somnifera (Ashwagandha). Curr Sci:461–465

    Google Scholar 

  • Sangwan NS, Kumar R, Srivastava S, Kumar A, Gupta A, Sangwan RS (2010) Recent developments on secondary metabolite biosynthesis in Artemisia annua L. J Plant Biol 37:1–24

    Google Scholar 

  • Sangwan NS, Sabir F, Mishra S, Bansal S, Sangwan RS (2014) Withanolides from Withania somnifera Dunal: Development of cellular technology and their production. Recent Pat Biotechnol 8(1):25–35

    Article  CAS  PubMed  Google Scholar 

  • Sangwan NS, Tripathi S, Srivastava Y, Mishra B, Pandey N (2017) Phytochemical genomics of Ashwagandha. In: Science of Ashwagandha: preventive and therapeutic potentials. Springer, Cham, pp 3–36

    Chapter  Google Scholar 

  • Sangwan NS, Jadaun JS, Tripathi S, Mishra B, Narnoliya LK, Sangwan RS (2018) Plant metabolic engineering. In: Omics technologies and bio-engineering. Academic Press, pp 143–175

    Chapter  Google Scholar 

  • Sarwat M, Das S, Srivastava S (2008) Analysis of genetic diversity through AFLP, SAMPL, ISSR and RAPD markers in Tribulusterrestris, a medicinal herb. Plant Cell Rep 27(3):519–528

    Article  CAS  PubMed  Google Scholar 

  • Sarwat M, Nabi G, Das S, Srivastava PS (2012) Molecular markers in medicinal plant biotechnology: past and present. Crit Rev Biotechnol 32(1):74–92

    Article  CAS  PubMed  Google Scholar 

  • Saxena G, Verma PC, Banerjee S, Kumar S (2008) Field performance of somaclones of rose scented geranium (Pelargonium graveolens L’Her Ex Ait.) for evaluation of their essential oil yield and composition. Ind Crop Prod 27(1):86–90

    Article  CAS  Google Scholar 

  • Shasany AK, Darokar MP, Dhawan S, Gupta AK, Gupta S, Shukla AK, Patra NK, Khanuja SP (2005) Use of RAPD and AFLP markers to identify inter- and intraspecific hybrids of Mentha. J Hered 96(5):542–549

    Article  CAS  PubMed  Google Scholar 

  • Shinwari ZK, Sultan S, Mehmood T (2011) Molecular and morphological characterization of selected Mentha species. Pak J Bot 43(3):1433–1436

    Google Scholar 

  • Shukla N, Sangwan NS, Misra HO, Sangwan RS (2003) Genetic diversity analysis in Boerhavia diffusa L. of different geographic locations in India using RAPD markers. Genet Resour Crop Evol 50(6):587–601

    Article  CAS  Google Scholar 

  • Shukla N, Sangwan NS, Misra HO et al (2005) Characterization of Boerhavia diffusa L mutant lines by RAPD and isozyme selected for agronomically valuable traits. J Genet Breed 58:37–46

    Google Scholar 

  • Singh A, Sarin R (2010) Artemisia scoparia- a new source of artemisinin. Bangl J Pharmacol 5:17–20

    Google Scholar 

  • Singh J, Sangwan RS, Gupta S, Saxena S, Sangwan NS (2015) Profiling of triterpenoid saponin content variation in different chemotypic accessions of Centella asiatica L. Plant Genet Resour 13(2):176–179

    Article  CAS  Google Scholar 

  • Singh M, Shah P, Punetha H, Agrawal S (2018) Varietal comparison of withanolide contents in different tissues of Withania somnifera (L.) Dunal (Ashwagandha). Int J Life Sci Sci Res 4(3):1752–1758

    Google Scholar 

  • Siriwardane AS, Dharmadasa RM, Samarasinghe K (2013) Distribution of Withaferin A, an anticancer potential agent, in different parts of two varieties of Withania somnifera (L.) Dunal. grown in Sri Lanka. Pak J Biol Sci 16:141–144

    Article  CAS  PubMed  Google Scholar 

  • Solouki M, Mehdikhani H, Zeinali H, Emamjomeh AA (2008) Study of genetic diversity in Chamomile (Matricaria chamomilla) based on morphological traits and molecular markers. Sci Hortic 117(3):281–287

    Article  CAS  Google Scholar 

  • Soltis PS, Marchant DB, Van de Peer Y, Soltis DE (2015) Polyploidy and genome evolution in plants. Curr Opin Genet Dev 35:119–125

    Article  CAS  PubMed  Google Scholar 

  • Song Z, Li X, Wang H, Wang J (2010) Genetic diversity and population structure of Salvia miltiorrhizaBge in China revealed by ISSR and SRAP. Genetica 138(2):241–249

    Article  CAS  PubMed  Google Scholar 

  • Srivastava Y, Sangwan NS (2020) Improving medicinal crops through phytochemical perspective: Withania somnifera (Ashwagandha). In: Advancement in crop improvement techniques. Woodhead Publishing, pp 275–295

    Chapter  Google Scholar 

  • Srivastava S, Sangwan RS, Tripathi S, Mishra B, Narnoliya LK, Misra LN, Sangwan NS (2015) Light and auxin responsive cytochrome P450s from Withania somnifera Dunal: cloning, expression and molecular modelling of two pairs of homologue genes with differential regulation. Protoplasma 252(6):1421–1437

    Article  CAS  PubMed  Google Scholar 

  • Srivastava A, Gupta AK, Shanker K, Gupta MM, Mishra R, Lal RK (2018) Genetic variability, associations, and path analysis of chemical and morphological traits in Indian ginseng [Withania somnifera (L.) Dunal] for selection of higher yielding genotypes. J Ginseng Res 42(2):158–164

    Article  PubMed  Google Scholar 

  • Street RA, Sidana J, Prinsloo G (2013) Cichorium intybus: Traditional uses, phytochemistry, pharmacology, and toxicology. Evidence-Based Complementary and Alternative Medicine, 2013

    Google Scholar 

  • Talebi SF, Saharkhiz MJ, Kermani MJ, Sharafi Y, Fard FR (2016) Effect of ploidy level on the nuclear genome content and essential oil composition of Anise Hyssop (Agastache foeniculum [Pursh.] Kuntze). Anal Chem Lett 6(5):678–687

    Article  CAS  Google Scholar 

  • Talebi SF, Saharkhiz MJ, Kermani MJ, Sharafi Y, Raouf Fard F (2017) Effect of different antimitotic agents on polyploid induction of anise hyssop (Agastache foeniculum L.). Caryologia 70(2):184–193

    Article  Google Scholar 

  • Tate JA, Soltis DE, Soltis PS (2005) Polyploidy in plants. In: The evolution of the genome. Academic Press, pp 371–426

    Chapter  Google Scholar 

  • Tavan M, Azizi A, Sarikhani H, Mirjalili MH, Rigano MM (2022) Induced polyploidy and broad variation in phytochemical traits and altered gene expression in Salvia multicaulis. Sci Hortic 291:110592

    Article  CAS  Google Scholar 

  • Townsend T, Segura V, Chigeza G, Penfield T, Rae A, Harvey D, Bowles D, Graham IA (2013) The use of combining ability analysis to identify elite parents for Artemisia annua F1 hybrid production. PLoS One 8(4):e61989

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Travadi T, Sharma S, Pandit R, Nakrani M, Joshi C, Joshi M (2021) A duplex PCR assay for authentication of Ocimum basilicum L and Ocimum tenuiflorum L in Tulsichurna. Food Control:108790

    Google Scholar 

  • Tripathi N, Saini N, Mehto V, Kumar S, Tiwari S (2012) Assessment of genetic diversity among Withania somnifera collected from central India using RAPD and ISSR analysis. Med Aromatic Plant Sci Biotechnol 6(1):33–39

    Google Scholar 

  • Tripathi S, Sangwan RS, Narnoliya LK, Srivastava Y, Mishra B, Sangwan NS (2017) Transcription factor repertoire in Ashwagandha (Withania somnifera) through analytics of transcriptomic resources: insights into regulation of development and withanolide metabolism. Sci Rep 7(1):1–17

    Article  Google Scholar 

  • Trojak-Goluch A, Kawka-Lipińska M, Wielgusz K, Praczyk M (2021) Polyploidy in industrial crops: applications and perspectives in plant breeding. Agronomy 11(12):2574

    Article  CAS  Google Scholar 

  • Tu YY, Ni MY, Zhong YR, Li LN, Cui SL, Zhang MQ, Xiuzhen W, Xiaotian L (1981) Studies on the constituents of Artemisia annua L. Acta Pharm Sin 16:366–370

    CAS  Google Scholar 

  • Tuli R, Sangwan RS (2009) Ashwagandha (Withania somnifera): a model Indian medicinal plant, 1st edn. CSIR, New Delhi

    Google Scholar 

  • Tyagi BR, Tripathi A, Singh H, Sangwan RS, Sangwan Neelam S, Naqvi AA (2003) Narrowly lobed leaf of rose-scented geranium (Pelargonium species), a chemically induced mutation for leaf shape. J Genet Breed 57:115–124

    CAS  Google Scholar 

  • Valles J, Arthur ED (2001) Artemisia systematics and phylogeny: cytogenetic and molecular insights. In: McArthur ED, Fairbanks DJ. comps. Shrubland ecosystem genetics and biodiversity: proceedings; 2000 June 13–15; Provo, UT. Proc. RMRS-P-21. Ogden, UT: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. pp 67–74

    Google Scholar 

  • Vallès J, Torrell M, Garnatje T, Garcia-Jacas N, Vilatersana R, Susanna A (2003) The genus Artemisia and its allies: phylogeny of the subtribe Artemisiinae (Asteraceae, Anthemideae) based on nucleotide sequences of nuclear ribosomal DNA internal transcribed spacers (ITS). Plant Biol 5(03):274–284

    Article  Google Scholar 

  • Vallès J, Garcia S, Hidalgo O, Martín J, Pellicer J, Sanz M, Garnatje T (2011) Biology, genome evolution, biotechnological issues, and research including applied perspectives in Artemisia (Asteraceae). Adv Bot Res 60:349–419. https://doi.org/10.1016/B978-0-12-385851-1.00015-9

    Article  CAS  Google Scholar 

  • Van de Peer Y, Ashman TL, Soltis PS, Soltis DE (2021) Polyploidy: an evolutionary and ecological force in stressful times. Plant Cell 33(1):11–26

    Article  PubMed  Google Scholar 

  • Vieira RF, Grayer RJ, Paton A, Simon JE (2001) Genetic diversity of Ocimum gratissimum L. based on volatile oil constituents, flavonoids and RAPD markers. Biochem Syst Ecol 29(3):287–304

    Article  CAS  PubMed  Google Scholar 

  • Vieira RF, Goldsbrough P, Simon JE (2003) Genetic diversity of basil (Ocimum spp.) based on RAPD markers. J Am Soc Hortic Sci 128(1):94–99

    Article  CAS  Google Scholar 

  • Virginia BI, Geabot I, Stoie A et al (2021) Use of RAPD markers for identification of different varieties in Mentha sp. Hop Med Plants XXIX:1–2

    Google Scholar 

  • Volkov RA, Panchuk II, Borisjuk NV, Hosiawa-Baranska M, Maluszynska J, Hemleben V (2017) Evolutional dynamics of 45S and 5S ribosomal DNA in ancient allohexaploid Atropa belladonna. BMC Plant Biol 17(1):1–15

    Article  Google Scholar 

  • Watthanachaiyingcharoen R, Komatsu K, Zhu S, Vajragupta O, Leelamanit W (2010) Authentication of Coscinium fenestratum among the other menispermaceae plants prescribed in Thai folk medicines. Biol Pharm Bull 33(1):91–94

    Article  CAS  PubMed  Google Scholar 

  • Wright WC (2002) Artemisia. Taylor and Francis, London, pp 1–344

    Book  Google Scholar 

  • Xie H, Huo KK, Chao Z, Pan SL (2009) Identification of crude drugs from Chinese medicinal plants of the genus Bupleurum using ribosomal DNA ITS sequences. Plantamedica 75(01):89–93

    CAS  Google Scholar 

  • Xue XF, Song ZW, Hong XY (2007) Five new species of the genus Tegolophus Keifer (Acari: Eriophyidae: Phyllocoptinae: Anthocoptini) from China. Zootaxa 1525(1):19–30

    Article  Google Scholar 

  • Yadav RK, Sangwan RS, Sabir F, Srivastava AK, Sangwan NS (2014) Effect of prolonged water stress on specialized secondary metabolites, peltate glandular trichomes, and pathway gene expression in Artemisia annua L. Plant Physiol Biochem 74:70–83

    Article  CAS  PubMed  Google Scholar 

  • Yadav RK, Sangwan RS, Srivastava AK, Maurya S, Sangwan NS (2015) Comparative profiling and dynamics of artemisinin related metabolites using efficient protocol and expression of biosynthetic pathway genes during developmental span of two elite varieties of Artemisia annua L. J Plant Biochem Biotechnol 24(2):167–175

    Article  CAS  Google Scholar 

  • Yi Q-y, Yi S-w, Qin T-f, Li C-y (2018) Flavour Fragr J 33(1):75–81. https://doi.org/10.1002/ffj.3427

    Article  CAS  Google Scholar 

  • Yin J, Khayatnezhad M, Shakoor A (2021) Evaluation of genetic diversity in geranium (Geraniaceae) using RAPD marker. Genetika 53(1):363–378

    Article  Google Scholar 

  • Youssef NM, Taha LS, Abd El-Kha SN (2021) Antioxidant activity active compounds and oil characterization of in vitro Sequoia sempervirens cultures. Asian J Plant Sci 20(4):673–683. https://doi.org/10.3923/ajps.2021.673.683

    Article  CAS  Google Scholar 

  • Yu X, Liang C, Fang H, Qi X, Li W, Shang Q (2018) Variation of trichome morphology and essential oil composition of seven Mentha species. Biochem Syst Ecol 79:30–36

    Article  CAS  Google Scholar 

  • Yunus A, Hikam MP, Widyastuti Y (2018, March) Polyploid response of Artemisia annua L. to colchicine treatment. In IOP Conference Series: Earth and Environmental Science (Vol. 142, No. 1: 012020). IOP Publishing

    Google Scholar 

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Jadaun, J.S., Yadav, R., Yadav, N., Bansal, S., Sangwan, N.S. (2023). Influence of Genetics on the Secondary Metabolites of Plants. In: Carocho, M., Heleno, S.A., Barros, L. (eds) Natural Secondary Metabolites. Springer, Cham. https://doi.org/10.1007/978-3-031-18587-8_12

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