Dissection of genotype × environment interactions for mucilage and seed yield in Plantago species: Application of AMMI and GGE biplot analyses.

Zolfaghar Shahriari, Bahram Heidari, Ali Dadkhodaie
Author Information
  1. Zolfaghar Shahriari: Department of Crop Production and Plant Breeding, School of Agriculture, Shiraz University, Shiraz, Iran.
  2. Bahram Heidari: Department of Crop Production and Plant Breeding, School of Agriculture, Shiraz University, Shiraz, Iran. ORCID
  3. Ali Dadkhodaie: Department of Crop Production and Plant Breeding, School of Agriculture, Shiraz University, Shiraz, Iran.

Abstract

Genotype × environment interaction (GEI) is an important aspect of both plant breeding and the successful introduction of new cultivars. In the present study, additive main effects and multiplicative interactions (AMMI) and genotype (G) main effects and genotype (G) × environment (E) interaction (GGE) biplot analyses were used to identify stable genotypes and to dissect GEI in Plantago. In total, 10 managed field trials were considered as environments to analyze GEI in thirty genotypes belonging to eight Plantago species. Genotypes were evaluated in a drought stress treatment and in normal irrigation conditions at two locations in Shiraz (Bajgah) for three years (2013-2014- 2015) and Kooshkak (Marvdasht, Fars, Iran) for two years (2014-2015). Three traits, seed yield and mucilage yield and content, were measured at each experimental site and in natural Plantago habitats. AMMI2 biplot analyses identified genotypes from several species with higher stability for seed yield and other genotypes with stable mucilage content and yield. P. lanceolata (G26), P. officinalis (G10), P. ovata (G14), P. ampleexcaulis (G11) and P. major (G4) had higher stability for seed yield. For mucilage yield, G21, G18 and G20 (P. psyllium), G1, G2 and G4 (P. major), G9 and G10 (P. officinalis) and P. lanceolata were identified as stable. G13 (P. ovata), G5 and G6 (P. major) and G30 (P. lagopus) had higher stability for mucilage content. No one genotype was found to have high levels of stability for more than one trait but some species had more than one genotype exhibiting stable trait performance. Based on trait variation, GGE biplot analysis identified two representative environments, one for seed yield and one for mucilage yield and content, with good discriminating ability. The identification of stable genotypes and representative environments should assist the breeding of new Plantago cultivars.

References

  1. PLoS One. 2015 Sep 03;10 (9):e0136073 [PMID: 26336100]
  2. Theor Appl Genet. 1993 Aug;86(7):822-6 [PMID: 24193876]
  3. J Ethnopharmacol. 1986 Sep;17(3):289-95 [PMID: 3807392]
  4. Plant Biol (Stuttg). 2016 Mar;18(2):262-70 [PMID: 26284575]
  5. PLoS One. 2016 Aug 04;11(8):e0160236 [PMID: 27490924]
  6. Theor Appl Genet. 2016 Apr;129(4):653-673 [PMID: 26932121]
  7. Front Plant Sci. 2013 Jan 31;4:8 [PMID: 23386857]
  8. Theor Appl Genet. 1991 Sep;82(3):363-7 [PMID: 24213182]
  9. Plant Signal Behav. 2011 Nov;6(11):1720-31 [PMID: 22041989]
  10. Conserv Biol. 2006 Apr;20(2):538-48 [PMID: 16903114]
  11. Iran J Pharm Res. 2012 Winter;11(1):185-94 [PMID: 24250441]
  12. Trends Biotechnol. 2005 Apr;23(4):180-5 [PMID: 15780709]
  13. Tree Physiol. 2016 Feb;36(2):129-32 [PMID: 26687175]
  14. J Ethnobiol Ethnomed. 2014 May 08;10:40 [PMID: 24885586]
  15. Plant Cell Physiol. 2013 Jun;54(6):817-26 [PMID: 23612932]
  16. Nature. 2004 Jan 8;427(6970):145-8 [PMID: 14712274]

MeSH Term

Breeding
Gene-Environment Interaction
Genotype
Likelihood Functions
Phenotype
Plant Mucilage
Plantago
Seeds

Chemicals

Plant Mucilage

Word Cloud

Created with Highcharts 10.0.0PyieldmucilagegenotypestablegenotypesPlantagoseedonebiplotcontentstability×environmentGEIGGEanalysesenvironmentsspeciestwoidentifiedhighermajortraitinteractionbreedingnewcultivarsmaineffectsinteractionsAMMIGyearslanceolataofficinalisG10ovataG4representativeGenotypeimportantaspectplantsuccessfulintroductionpresentstudyadditivemultiplicativeEusedidentifydissecttotal10managedfieldtrialsconsideredanalyzethirtybelongingeightGenotypesevaluateddroughtstresstreatmentnormalirrigationconditionslocationsShirazBajgahthree2013-2014-2015KooshkakMarvdashtFarsIran2014-2015ThreetraitsmeasuredexperimentalsitenaturalhabitatsAMMI2severalG26G14ampleexcaulisG11G21G18G20psylliumG1G2G9G13G5G6G30lagopusfoundhighlevelsexhibitingperformanceBasedvariationanalysisgooddiscriminatingabilityidentificationassistDissectionspecies:Application

Similar Articles

Cited By