Literature DB >> 26406470

Stability Performance of Inductively Coupled Plasma Mass Spectrometry-Phenotyped Kernel Minerals Concentration and Grain Yield in Maize in Different Agro-Climatic Zones.

Mallana Gowdra Mallikarjuna1, Nepolean Thirunavukkarasu1, Firoz Hossain1, Jayant S Bhat2, Shailendra K Jha1, Abhishek Rathore3, Pawan Kumar Agrawal4, Arunava Pattanayak5, Sokka S Reddy6, Satish Kumar Gularia7, Anju Mahendru Singh8, Kanchikeri Math Manjaiah9, Hari Shanker Gupta1.   

Abstract

Deficiency of iron and zinc causes micronutrient malnutrition or hidden hunger, which severely affects ~25% of global population. Genetic biofortification of maize has emerged as cost effective and sustainable approach in addressing malnourishment of iron and zinc deficiency. Therefore, understanding the genetic variation and stability of kernel micronutrients and grain yield of the maize inbreds is a prerequisite in breeding micronutrient-rich high yielding hybrids to alleviate micronutrient malnutrition. We report here, the genetic variability and stability of the kernel micronutrients concentration and grain yield in a set of 50 maize inbred panel selected from the national and the international centres that were raised at six different maize growing regions of India. Phenotyping of kernels using inductively coupled plasma mass spectrometry (ICP-MS) revealed considerable variability for kernel minerals concentration (iron: 18.88 to 47.65 mg kg(-1); zinc: 5.41 to 30.85 mg kg(-1); manganese: 3.30 to 17.73 mg kg(-1); copper: 0.53 to 5.48 mg kg(-1)) and grain yield (826.6 to 5413 kg ha(-1)). Significant positive correlation was observed between kernel iron and zinc within (r = 0.37 to r = 0.52, p < 0.05) and across locations (r = 0.44, p < 0.01). Variance components of the additive main effects and multiplicative interactions (AMMI) model showed significant genotype and genotype × environment interaction for kernel minerals concentration and grain yield. Most of the variation was contributed by genotype main effect for kernel iron (39.6%), manganese (41.34%) and copper (41.12%), and environment main effects for both kernel zinc (40.5%) and grain yield (37.0%). Genotype main effect plus genotype-by-environment interaction (GGE) biplot identified several mega environments for kernel minerals and grain yield. Comparison of stability parameters revealed AMMI stability value (ASV) as the better representative of the AMMI stability parameters. Dynamic stability parameter GGE distance (GGED) showed strong and positive correlation with both mean kernel concentrations and grain yield. Inbreds (CM-501, SKV-775, HUZM-185) identified from the present investigation will be useful in developing micronutrient-rich as well as stable maize hybrids without compromising grain yield.

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Year:  2015        PMID: 26406470      PMCID: PMC4583500          DOI: 10.1371/journal.pone.0139067

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  9 in total

Review 1.  The genetic architecture of quantitative traits.

Authors:  T F Mackay
Journal:  Annu Rev Genet       Date:  2001       Impact factor: 16.830

2.  Computing heritability and selection response from unbalanced plant breeding trials.

Authors:  Hans-Peter Piepho; Jens Möhring
Journal:  Genetics       Date:  2007-11       Impact factor: 4.562

3.  Genetic variation for grain mineral content in tropical-adapted maize inbred lines.

Authors:  Abebe Menkir
Journal:  Food Chem       Date:  2008-02-19       Impact factor: 7.514

Review 4.  Progress in breeding for trace minerals in staple crops.

Authors:  Glenn B Gregorio
Journal:  J Nutr       Date:  2002-03       Impact factor: 4.798

5.  Some statistical aspects of partitioning genotype-environmental components of variability.

Authors:  G K Shukla
Journal:  Heredity (Edinb)       Date:  1972-10       Impact factor: 3.821

6.  A putative function for the arabidopsis Fe-Phytosiderophore transporter homolog AtYSL2 in Fe and Zn homeostasis.

Authors:  Gabriel Schaaf; Adam Schikora; Jennifer Häberle; Grégory Vert; Uwe Ludewig; Jean-François Briat; Catherine Curie; Nicolaus von Wirén
Journal:  Plant Cell Physiol       Date:  2005-03-07       Impact factor: 4.927

Review 7.  Breeding for micronutrients in staple food crops from a human nutrition perspective.

Authors:  Ross M Welch; Robin D Graham
Journal:  J Exp Bot       Date:  2004-02       Impact factor: 6.992

8.  Assessment of concentrations of iron and zinc and bioavailable iron in grains of early-maturing tropical maize varieties.

Authors:  Sylvester O Oikeh; Abebe Menkir; Bussie Maziya-Dixon; Ross Welch; Raymond P Glahn
Journal:  J Agric Food Chem       Date:  2003-06-04       Impact factor: 5.279

Review 9.  A question mark on zinc deficiency in 185 million people in Pakistan--possible way out.

Authors:  Nauman Khalid; Anwaar Ahmed; Muhammad Shahbaz Bhatti; Muhammad Atif Randhawa; Asif Ahmad; Rabab Rafaqat
Journal:  Crit Rev Food Sci Nutr       Date:  2014       Impact factor: 11.176

  9 in total
  4 in total

1.  Correction: Stability Performance of Inductively Coupled Plasma Mass Spectrometry-Phenotyped Kernel Minerals Concentration and Grain Yield in Maize in Different Agro-Climatic Zones.

Authors:  Mallana Gowdra Mallikarjuna; Nepolean Thirunavukkarasu; Firoz Hossain; Jayant S Bhat; Shailendra K Jha; Abhishek Rathore; Pawan Kumar Agrawal; Arunava Pattanayak; Sokka S Reddy; Satish Kumar Gularia; Anju Mahendru Singh; Kanchikeri Math Manjaiah; Hari Shanker Gupta
Journal:  PLoS One       Date:  2015-10-15       Impact factor: 3.240

2.  Association mapping unveils favorable alleles for grain iron and zinc concentrations in lentil (Lens culinaris subsp. culinaris).

Authors:  Akanksha Singh; Vinay Sharma; Harsh Kumar Dikshit; Muraleedhar Aski; Harish Kumar; Nepolean Thirunavukkarasu; Basavanagouda S Patil; Shiv Kumar; Ashutosh Sarker
Journal:  PLoS One       Date:  2017-11-21       Impact factor: 3.240

3.  Nutritional Diversity in Native Germplasm of Maize Collected From Three Different Fragile Ecosystems of India.

Authors:  Sapna Langyan; Rakesh Bhardwaj; Jyoti Kumari; Sherry Rachel Jacob; Ishwari Singh Bisht; Someswara Rao Pandravada; Archna Singh; Pratap Bhan Singh; Zahoor Ahmed Dar; Ashok Kumar; Jai Chand Rana
Journal:  Front Nutr       Date:  2022-04-11

4.  Variation in grain Zn concentration, and the grain ionome, in field-grown Indian wheat.

Authors:  Jaswant Singh Khokhar; Sindhu Sareen; Bhudeva Singh Tyagi; Gyanendra Singh; Lolita Wilson; Ian P King; Scott D Young; Martin R Broadley
Journal:  PLoS One       Date:  2018-01-30       Impact factor: 3.240

  4 in total

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