Quality Protein Maize (QPM): A Way Forward for Food and Nutritional Security  

Swapan Kumar Tripathy
Department of Agricultural Biotechnology, College of Agriculture, OUAT, Bhubaneswar, India
Author    Correspondence author
Genomics and Applied Biology, 2019, Vol. 10, No. 2   
Received: 15 Jul., 2018    Accepted: 17 Aug., 2018    Published: 03 Feb., 2019
© 2019 BioPublisher Publishing Platform
This is an open access article published under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract

Maize being the third important cereal food crop next to rice and wheat; it seems to be a good candidate for biofortification. Quality of food and feed depend on protein content and amino acid balance. α-zeins are the major prolamin fraction of seed protein in maize. These are rich in glutamine, leucine and proline but, deficient in essential amino acids like lysine and tryptophan causing malnutrition. However, discovery of opaque 2 mutation and modifier complexes made it possible to develop modified QPM genotypes and hybrids. In this pursuit, the authors presented a detailed review of the status of seed protein, amino acid composition, genetic mechanism of opaque 2 mutation, mapping of o2 gene and modifier complexes, nature of inheritance of o2 allele and breeding strategies for nutritional amelioration in maize.

Keywords
Quality protein maize (QPM); opaque-2; Nutritional value; Introgression lines; QPM hybrids

Background

Maize (Zea mays L) is the queen of cereal crops with highest grain yield potential and high fodder production capacity owing to its C4 type carbon fixation. It accounts 10% to the national food stock, contributes significantly to the agriculture GDP and paves the way for huge employment. It is grown in wide range of agro-ecological environments. India ranked fifth next to USA, China, Brazil and Argentina in terms of maize production. Consumption wise it is used as poultry feed 52%, human food 24%, animal feed 11% and more than 22% is diverted towards industrial processing. Production of maize was about 12 million tonnes in early 2000s and it was increased to around 22 million tonnes in 2014. However, India is far behind in productivity (2.5 metric tonnes/ha) which is less than half of the world average (5.5 metric tonnes/ha) due to its cultivation mainly in rain-fed conditions with inadequate irrigation, quality seed and other inputs. It has been estimated to produce 55 million tonnes maize by the year 2030 to meet ever increasing demand for human consumption. Cultivation of maize hybrids with major focus on Rabi maize production and innovative technologies in maize value chain can address this target.

 

Nutritional security is the backbone of human health. In spite of the importance of maize as a third important cereal crop, it is nutritionally poor due to improper seed protein composition and amino acid balance. However, quality protein maize (QPM) can be an alternative. In this pursuit, I focus on the prospects of QPM for amino acid amelioration besides enhancing the productivity of maize through development of heterotic hybrids using elite QPM introgression lines.

 

1 Maize-an Important Food and Feed

Maize grains is an important human food (fried and boiled) and animal feed (ground dried as corn meal) in many countries (Gupta et al., 2009). It is the principal staple food for Americans. As an alternative to wheat flour, it can be used for bread making and other baked products. It serves as poultry feed (51%), human food (23%), animal feed (12%), industrial starch products (12%), beverages and seed (1% each). Corn flour is a major food component in home cooking and industrialized food products. Maize is rich in vitanmin-B, moderate in dietary fiber and the essential minerals (magnesium and phosphorus); whereas other nutrients are in low amounts. It provides 86 calories/100 gm kernels. Green ears of maize are used on large scale for roasting, and consumed as food at dough stage. The mixed feed manufacturing industry is the largest industrial user of shelled grain. About three-fourth of the mixed feed industries output is used for manufacturing poultry and dairy feeds. Maize grains serve as raw material for manufacture of starch, syrup, dextrose, maltodextrin, lactic acid, ethyl and butyl alcohol, acetone and whiskey. Besides, variety of food products e.g., corn meal, corn flakes, cake, cookies, sweeteners and porridge are prepared from maize grains. General public including tribals also consume normal maize as food mixture and green cobs. Improper amino acid balance caused malnutrition. For this purpose the lysine is added as inorganic source for preparation of poultry and cattle feed.

 

2 Seed Proteins in Maize

Endosperm occupies major portion (82%) of the maize grain and it is surrounded by thin pericarp (6%); while the rest constitutes the embryo (12%) (Watson, 1987). Endosperm serves as the major source of seed storage proteins. The grains contain around 9% protein, intermediate between rice and wheat. Therefore, maize seed protein turns to be a frontier area research for many years. In maize, zein (60%) followed by glutelin (34%) are the major fractions of seed storage proteins (Leite et al., 1999), while albumin and globulin occur in traces (3% each). Average Indian adults need 52 gm protein per day against the available quantity of 26-30 gm in daily diet. There is a scope to increase the protein content as high as 18% by increasing the prolamine (zein) fraction in maize endosperm (Dudley and Lambert, 1969), but unfortunately it consequently led to lysine deficiency.

 

A number of multigene families are meant for zein proteins (Lending and Larkins, 1989) which form protein bodies on the rough endoplasmic reticulum (Larkins et al., 1993). Each zein polypeptide is synthesized by differential structural gene (Zp). These zp genes follow simple inheritance and serve as members of a large group of genes (upto 150). Zeins are rich in glutamine (21-26%), leucine (20%), proline (10%) and alanine (10%), but deficient in important essential amino acids e.g., lysine and tryptophan leading to protein malnutrition. In maize grains, α-zeins are the major prolamin fraction, while β-15kD, γ-16-27kD and σ-10kD zeins (Coleman and Larkins, 1999; Leite et al., 1999) occur in traces. α and σ-zeins form the protein body core which is surrounded by β and γ-zeins (Esen and Stetler, 1992; Lending et al., 1992). α-zeins are in fact, constituted of two major sub-classes e.g., 19kD and 22kD zeins. Polymorphism of these zein fractions can be detected by SDS-PAGE of total seed protein.

 

3 Development of the Magic Quality Protein Maize (QPM)-the Story

Nutritional deficiency of maize was documented prior to 1960s. There was a dearth need to alter amino acid composition. Altering amino acid composition become difficult by conventional breeding technique. To address this problem, quest for improved protein content was first attempted. But, this turns to be futile, as protein content maintains inverse relationship with lysine and tryptophan content in seed. In 1963, Purdue university researchers isolated opaque 2 (o2) and floury 2 (fl2) natural mutants (Mertz et al., 1964; Nelson et al., 1965) with altered amino acid profile and composition of corn endosperm protein which resulted in two-fold tryptophan content compared to normal maize.

 

Later, the pleiotropic effects of opaque-2 mutation were known that resulted poor consumer preference in terms of unpleasant taste, chalky, lighter and soft endosperm. This led to damaged kernel while harvesting, increased susceptibility to pest and diseases. The mutants showed reduced cob weight and lower yield due to reduced dry matter accumulation. These undesirable features seem to be the major hindrances in genetic improvement for higher productivity with enriched nutritional quality. Subsequently, numerous modifiers togetherly contributing kernel vitreousness came to limelight. However, the mode of expression and inheritance pattern of the o2 modifiers are still unclear. Later, in mid 1980s, Surinder K. Vasal and Evangelina Villegas of CIMMYT used modified backcrossing and recurrent selection to improve kernel hardness and grain yield by combining the opaque 2 and its complex genetic modifier systems. This resulted a special category of biofortified maize named as “Quality Protein Maize” (QPM) for which Vasal and Villegas were conferred the world food prize for the year 2000 on world food day (16 October). Thereafter, serious efforts were undertaken for development of genetic modifiers in opaque 2 backgrounds through intrapopulation selection of QPM types exhibiting a higher frequency of modified o2 kernels. Subsequently, combining ability studies for QPM status (Vasal et al., 1993a; 1993b) assisted QPM hybrid development under varying climatic and growing conditions. Now, QPM are being grown on roughly 9 million acres worldwide (Kataki and Babu, 2003).

 

4 Nutritive Value of Normal Maize and QPM

In most of the developing countries with high population density, 70 percent of protein is provided by cereals eaten directly. Although, maize kernels harboured more protein than rice, but quality-wise it is poor due to low status of tryptophan and lysine (which our body can not synthesize), and high leucine and glutamine content, causing imbalance of amino acids and malnutrition. Maize endosperm contains about 2 percent lysine and 0.5 percent tryptophan; but there is a need of approximately double of this amount for our normal growth and development. Surprisingly, the isolation of the opaque 2 (o2) mutants seemed to be the befitting answer to solve such nutritional starvation. Ihe lysine and tryptophan content was almost doubled in maize endosperm (Vasal, 1994; Krivanek et al., 2007) by decreasing the synthesis of zein proteins (deficient in lysine and tryptophan) and increase in the other seed protein bound lysine and tryptophan. QPM was proved to be nutritionally rich compared to common maize and almost equivalent though not equal to the growth response observed when milk protein (casein) was fed (Amorin, 1972; Valverde et al., 1981). Digestibility of seed protein of QPM is significantly higher and is better utilized (due to its better essential amino acid balance) than normal maize. Protein digestibility of processed opaque 2 maize is estimated to be 76.5% as against its true digestibility value 82%; whereas it is just 46.5% in case of non-QPM counterpart (Kies et al., 1965; Clark et al., 1967). This proves to be a commercially viable practical proposition as the daily recommended ration may be cut short to just half by using QPM. In poultry, it boosts 50% increase in body weight compared to normal maize over a 9 week-period (Mbuya et al., 2011). Hence, the merit of QPM diversified value added products for children and adults cannot be undermined to meet food and nutritional security (Atlin et al., 2011). In addition, tryptophan is readily bioavailable by way of its conversion to Niacin in our body, which theoretically reduces the incidence of Pellagra.

 

5 Genetic Basis of QPM

In maize, the Opaque 2 gene codes a transcriptional activator that regulates the most abundant endosperm storage protein genes. The o2 gene is reported to have large effect on lysine and protein content while it has minor effect on oil content (Lou et al., 2005). Sequencing of the o2 gene in a set of cultivated and teosinte (wild progenitor of cultivated maize) accessions revealed 5.4% polymorphic sites and 72 insertions/deletions, located mostly in noncoding regions (Henry et al., 2005). Besides, the o2 transcriptional activator revealed quite high molecular diversity compared other transcription factors in maize (Henry et al., 2005).

 

Several spontaneous (o1, o2, o5, o9-11, o13, o16, o17) and induced mutations affect amino acid composition in maize seed proteins. Maize carrying opaque 2 mutation can have nearly double lysine and tryptophan content compared to normal maize. A opaque 6 mutant allele also increased lysine and tryptophan content in endosperm. Recently, a transposable element ‘rbg’ brings about differential expression of opaque 2 mutant gene in two opaque 2 NILs derived from the same inbred line (Chen et al., 2014).

 

Expression of the o2 gene is largely influenced by GxE interaction. Besides, background polygenes accounts for appreciable variation in amino acid composition and opaque phenotypes (Lou et al., 2005). The discovery of numerous modifiers associated with opaque 2 mutation made it possible for kernel vitreousness and increased seed yield with tolerance to abiotic stresses. Two major QTLs associated with endosperm modification have been identified. Vasal et al. (1980) produced elite germplasm with hard kernel and much higher quantity of lysine and tryptophan by combining the opaque-2 allele with these QTLs.

 

6 Modulation of Amino Acid Composition and Endosperm Characteristics

A protein with balanced amino acid composition is in vogue assist body building process. Ten amino acids including lysine and tryptophan are essential amino acids (which our body cannot synthesize). These allow the body to synthesize complete proteins Therefore, amino acid balance seems to be a determining factor for quality of any food and feed. Several mutants are now available with altered amino acid profile of endosperm protein. These include opaque-2 (o2), floury 2 (fl2), Mucronate (Mc) and Defective endosperm B30 (DEB30). The opaque mutants are recessive (o1, o2, o5, o9-11, o13, o16, o17) and the floury mutation is semi-dominant (fl-1, fl-2 and fl-3), but ‘Mucronate’ and ‘Defective endosperm’ are dominant mutations. The opaque mutations affect the regulatory network (Mertz et al., 1964; Nelson et al., 1965; Krivanek et al., 2007) whereas floury, Mucronate and defective endosperm affect the storage proteins(Gibbon and Larkin, 2005).

 

The opaque 2 (o2) down regulates the zein protein expression leading to increase in the other seed protein bound lysine and tryptophan (Henry et al., 2005). This seems to be a compensatory mechanism that activates translation of other mRNAs instead of zein mRNAs. Besides, deletion mutagenesis conditioning zein protein expression can alter amino acid composition (Holding, 2014). Down regulation of 22 kD zein protein mediated by RNA interference is reported to cause opaque phenotype more profoundly as compared to 19 kD component possibly due to greater interaction of 22 KD components with β and γ-zeins resulting in disruption in protein body formation (Segal et al., 2003; Huang et al., 2004). Besides, Zhang et al. (2010) revealed increase in synthesis of lysine and tryptophan content in maize carrying opaque-16 mutant allele. Transfer of o16 allele into opaque 2 genetic background can further increase the lysine content in maize.

 

The details of proteome modulation that operates to alter amino acid composition is not clear. As per microarray analysis, 60 genes out of 1,400 genes are reported to be three times up-regulated in the o2 mutant and these are related to stress responses, molecular chaperones and protein turn over (Prioul et al., 2008). Sixty six genes are down-regulated which are involved in carbon, carbohydrate metabolism and branched chain amino acids (Hunter et al., 2002). o2 mutants revealed significant decrease in LKR/SDH (lysine-ketoglutarate reductase/saccharopine dehydrogenase)-the first enzyme of lysine catabolism, as compared to wild type (Brochetto-Braga et al., 1992; Azevedo et al., 2003). Segmental duplication in the Teosinte genome is reported to result diverged copies of the regulatory opaque-2 gene (Xu and Messing, 2008) during evolution. Besides, a 15.26kb duplication at the 27-kDa γ-zein locus is shown to be a major modifier QTL leading to its enhanced expression and endosperm hardness (Liu et al., 2016). A major QTL has been identified between the marker 0916-2 and Ch7-120.35 within a narrow interval of 100kb using fine mapping. Further, SDS-PAGE of seed proteins revealed that o2 introgression decreased the accumulation of most of the zein proteins except for 27-kDa γ-zein (Zhang et al., 2015; Zhou et al., 2016).

 

Pleiotropic effects of opaque-2 gene has been recognized. In addition to alteration in amino acid composition, it affects starch organization making the kernel more soft, opaque in appearance and unpleasant taste. A set of modifier genes (QTLs) in the opaque 2 genetic background are known to improve hard and vitreous kernels (Bjarnason et al., 1976; Ortega and Bates, 1983; Burnett and Larkins, 1999) and accumulation of smaller size protein bodies (Zhou et al., 2016). Inheritance of o2 modifiers is complex (Vasal et al., 1980). The modified opaque 2 mutants reduced the levels of 22 KD α-zeins and bring about 2-3 times higher levels of 27 KD-γ zeins (Geetha et al., 1991) along with increased hardness of the kernel (Moro et al., 1995). Besides, Krivanek et al. (2007) reported a series of amino acid modifier genes for improvement of lysine and tryptophan. Subsequently, several favourable modifiers have been accumulated in o2 genetic background to generate modified QPM genetic stocks for their use in QPM breeding (Sofi et al., 2009).

 

7 Mapping of Opaque-2 Gene and Modifier Complexes

A genotype with both opaque 2 and modifier complexes is needed for biofortification. The opaque 2 gene has been identified in the short arm of Chromosome 7 and it is mapped near to the defective endosperm gene ‘DEB 30’ (Holding and Larkins, 2008; Sofi et al., 2009). While, RFLP analysis in an F2 population indicated association of two major QTLs with endosperm modification. One of these QTL is located near to the centromere and another at near to the telomere on the long arm of above seventh chromosome (Lopes et al., 1995). Mapping of opaque 2 and QTLs conditioning endosperm modification in the same linkage group envisaged considerable inter se association which can be harnessed for QPM breeding. In fact, there exist varying degrees of endosperm modifications among available germplasm stocks (Paez et al., 1969). The mechanism underlying change of the grain structure from chalky to vitreous in modified opaque-2 mutants (mo2) by the endosperm modifiers is yet not clear. But, breeders can accumulate above modifier complexes (QTLs) using marker assisted selection to assist QPM breeding programme (Dudley and Lambert, 2004). Vasal et al. (1980) succeeded to combine the opaque 2 allele with QTLs for genetic modifiers for development of modified version of QPM germplasm with hard kernel and much higher quantity of lysine and tryptophan.

 

8 Identification of Molecular Markers

Identification of molecular markers that co-inherit with the opaque 2 phenotype is a crucial step for their use in marker assisted breeding. Until recent years, several polymorphic markers have been identified in QPM lines using RAPD (Nkongolo et al., 2011; Hemavathy, 2015), ISSR (Nkongolo et al., 2011; Lenka et al., 2015), SSR (Bantte and Prasanna, 2003) and SNP (Semagn et al., 2012) primers. Bantte and Prasanna (2003) reported a few SSR markers e.g., bnlg 105, bnlg 125, bnlg 439, phi 037 and dupssr 34 with high polymorphic information content to differentiate QPM lines. But, none of these was efficient to differentiate between QPM and Normal maize inbreds. CIMMYT designed o2-gene specific SSR primers viz., phi 057, phi 112 and umc 1066 which are located as internal repetitive elements within opaque 2 gene on short arm of chromosome 7 (www.agron.missouri.edu). Allelic polymorphism among QPM and normal maize inbreds was surveyed by several workers using the above SSR primers (Babu et al., 2005; Jompuk et al., 2006; Magulama and Sales, 2009; Gupta et al., 2013). Bantte and Prasanna (2003) detected 30 unique SSR alleles to differentiate QPM inbreds. Besides, they identified the SSR primer phi 057 to detect QPM inbreds carrying opaque 2 mutation. Phi 057 amplified a 169 bp band in QPM donors and 159 bp amplicon in normal maize inbreds (Magulama and Sales, 2009). phi 057 and Umc 1066 are reported to be co-dominant, while phi 112 is a dominant marker (Magulama and Sales, 2009). Kata et al. (1994) used RFLP technique using Hind III digestion of genomic DNA and opaque 2 locus specific cDNA probe to detect O2/O2, O2/o2, and o2/o2 genotypes of individual plants in breeding populations. Besides, Zhang et al. (2010) reported use of molecular marker umc1141 to trace the inheritance of the erstwhile mentioned opaque 16 mutant allele that led to elevated synthesis of lysine and tryptophan content.

 

9 Breeding for Quality Protein Maize (QPM)

Maize is a cross pollinated crop. The major breeding approach for increasing productivity is production of hybrids using heterosis breeding. The success from this method depends on development and identification of suitable inbred lines using an appropriate mating design; and selection of most promising heterotic normal maize hybrid. For production of QPM hybrid, the ultimate aim is to combine the advantage of heterosis along with amelioration of amino acid composition using QPM donors. To achieve this, conversion of either of the parental non-QPM inbreds to QPM status is the first step to develop a heterotic QPM hybrid. A number of reliable QPM donors are made available at CIMMYT by selection for modified grain texture in QPM backgrounds using various selection schemes. Initially, four tropical hard endosperm populations (composite K, Ver 181-Ant gp venezula-1, Thai composite and PD 9MS6) and one highland composite (Composite 1) were developed by intra-population selection of genetic modifiers in o2 background followed by grouping of modified o2 sources into pools. These were later recombined to maintain modified QPM status and were used for large scale conversion of non-QPM inbreds to their QPM version. The inbred lines e.g., CML 176 and CML 186 are reported to be potential QPM donors (Manna et al., 2005; Danson et al., 2006) for introgression of o2 allele to non-QPM maize. Vivek et al. (2008) reported tryptophan content more than 0.60% and lysine content more than 2.6% in a set of CIMMYT QPM inbreds. Besides, Ortega and Villegas (1988) reported on an average 0.8% tryptophan and 3.1% lysine content among a set of QPM inbreds as against 0.4% and 1.6% respectively in normal maize lines.

 

CIMMYT adopted a conservative approach to develop modified opaque 2 (mo2) genotypes to strike a balance between proteins levels and grain quality and competitive yield levels. The modifier complex is polygenic in nature. Therefore, molecular marker based screening for QPM status coupled with phenotypic selection for improving endosperm characteristics seems to be an appropriate strategy for development of QPM introgression lines. The erstwhile mentioned gene-specific co-dominant markers phi 057 (Manna et al., 2005; Danson et al., 2006; Magulama and Sales, 2009) and umc 1066 (Gupta et al., 2009; Gupta et al., 2013; Rajesh Singh and Lekha Ram, 2014) are worthwhile to trace the opaque 2 (o2) allele in conversion programme. Distinct polymorphism revealed by both the primers can discriminate the QPM donors from respective non-QPM recurrent parents and also between homozygous (O2O2) and heterozygous (O2o2) opaque 2 back cross progeny. This paves the way for rejection of back cross progenies (dominant homozygous) resulting short cutting the breeding cycle (eliminates the need to grow F2) and substantial savings of labour and material resources for amino acid estimation (Tanksley et al., 1989; Frisch et al., 1999; Gupta et al., 2013). This made it possible to breed a QPM hybrid in less than half the time required in conventional breeding. Besides, foreground selection for opaque 2 combined with phenotypic selection for recipient parent at early back cross generations can bring about rapid recovery of recurrent parent genotype. The introgression lines developed using marker assisted back cross breeding may serve as important breeding material for development of QPM hybrids.

 

The pioneering work initiated by the Breeding Program of the National Maize and Sorghum Research Center (CNPMS-EMBRAPA) led to release of two Brazian QPM varieties e.g., BR 451 and BR 473 in 1988 and 1994 respectively for commercial cultivation. The former is used as a substitute to wheat due to its white color; while the later resembling normal maize fetches huge consumers’ acceptance. Mixture of wheat flour with that of BR 451 in a suitable proportion was reported ideal for industrial production of bread, cookies, and pasta (Peixoto et al., 1989). Besides, a double cross QPM hybrid was released in Brazil during 1997 and a QPM hybrid Zhongdan 9407 and Shakti-1 were released in China and India respectively. In India, Vivek QPM-9: a hybrid product of two QPM introgression lines was released in 2008 (Gupta et al., 2009; Gupta et al., 2013). For this, the parental normal maize inbreds, CM 212 and CM 145 were converted to QPM status through marker assisted backcross breeding using CML 180 and CML 170 respectively as QPM donors. The said QPM hybrid, recorded grain yield at par, but resulted 41% increase in tryptophan and 30% increase in lysine content over the normal hybrid. Soon after, many countries participated in QPM network. The Republic of South Africa had earlier released hybrids HL-1, HL-2, and has recently released HL8 which has hard endosperm, good yield potential, and tolerance to diseases. Similarly, maize genotypes for reduced anti-nutritional factors has been developed using marker-assisted backcross breeding (MABB) (Naidoo et al., 2012). Later, Muthusamy et al. (2014) successfully attempted Marker-Assisted Introgression of ß-carotene hydroxylase Allele to develope ß-Carotene Rich Maize Hybrids. Chander et al. (2008) identified a major loci (y1) for carotinoid content using gene targeted molecular marker (Y1ssr).

 

10 Limitations

QPM seems to be a panacea for salvation of malnutrition, but yet it is not free from limitations. QPM at its present form (after endosperm modification) look similarly yellow grain, and retain all morphological and agronomic features of normal maize making them indistinguishable. This poses potential threat for phenotypic selection and varietal maintenance in seed plot. Besides, cross-pollination would reduce both yield and nutritional value of the QPM variety. QPM, being nutritionally balanced, is liable to be more susceptible to store grain pests and diseases than normal maize. Since QPM varieties are few, they may not be suited to variety of ecological variations. In this regard, QPM hybrid may serve as a good candidate. Hybrids generally yield better and maintain their genetic qualities more consistently than composites. For this, separate QPM lines must be generated by marker assisted back crossing and then reassembled to form hybrid combinations, which is a cumbersome job than development of normal maize hybrid.

 

11 Conclusion

Maize ranked third important cereal crop in the food chain. Quality protein maize has a far-reaching impact for nutritional security with the discovery of opaque 2 mutation. Such a natural recessive mutation led to selective down-regulation of specific zein genes resulting alteration in amino acid composition and opaque phenotype of endosperm. Modified Marker assisted back cross breeding made it possible to develop QPM versions of normal maize inbreds with desirable endosperm characteristics and seed yield. Development of QPM hybrids by combining elite QPM introgression lines can meet food and nutritional security in developing countries including India.

 

Acknowledgement

I sincerely acknowledge and thank all researchers for their valuable contributions included in the text as references.

 

References

Atlin G.N., Palacios N., Babu R., Das B., and Twumas-Afriyie S., 2011, Quality protein maize: Progress and prospects, Plant Breed, Rev., 34: 83-130

https://doi.org/10.1002/9780470880579.ch3

 

Amorin P.J. de, 1972, opaque-2 maize for feeding infants, Pediatr. Prat, 43: 235-244

 

Azevedo R.A., Damerval C., Landry J., Lea P.J., Bellato C.M., Meinhardt L.W., Guilloux M.L., Delhaye S., Toro A.A., Gaziola S.A., and Berdejo B.D., 2003, Regulation of maize lysine metabolism and endosperm protein synthesis by opaque and floury mutations, Eur. J. Biochem., 270: 4898-4908

https://doi.org/10.1111/j.1432-1033.2003.03890.x

PMid:14653816

 

Bantte K., and Prasanna B., 2003, Simple sequence repeat polymorphism in Quality Protein Maize (QPM) lines, Euphytica, 129(3): 337-344

https://doi.org/10.1023/A:1022257021205

 

Babu R., Nair S.K., Kumar A., Venkatesh S., Sekhar J.C., Singh N.N., Srinivasan G., and Gupta H.S., 2005, Two generation marker aided backcrossing for rapid conversion of normal maize lines to quality protein maize (QPM), Theor. Appl. Genet., 111: 888-897

https://doi.org/10.1007/s00122-005-0011-6
PMid:16034586

 

Bjarnason M., Polmer W.G., and Klein D., 1976, Inheritance of modified endosperm structure and lysine content in opaque 2 maize, I. Modified endosperm structure, Cereal Res. Commun., 4: 401-410

MCid:PMC1080319

 

Brochetto-Braga M.R., Leite A., and Arruda P., 1992, Partial purification and characterization of lysine-ketoglutarate reductase in normal and opaque 2 maize endosperms, Plant Physiol., 98: 1139-1147

https://doi.org/10.1104/pp.98.3.1139
PMid:16668738 PMCid:PMC1080319

 

Burnett R.J., and Larkins B.A., 1999, opaque2 modifiers alter transcription of the 27-kDa gamma-zein genes in maize, Mol. Gen. Genet., 261: 908-916

https://doi.org/10.1007/s004380051038
PMid:10485281

 

Chander S., Guo Q.Y., Yang H.X., Zhang J., and Lu X.Q., 2008, Using molecular markers to identify two major loci controlling carotenoid contents in maize grains, Theor Appl Genet, 116: 223-233

https://doi.org/10.1007/s00122-007-0661-7
PMid:17960357

 

Chen Y., Zhou Z., Zhao G., Li X., Song L., Yan N., Weng J., Hao Z., Zhang D., Li M., and Zhang S., 2014, Transposable element rbg induces the differential expression of opaque 2 mutant gene in two maize o2 NILs derived from the same inbred line, PLoS One, 9(1): e85159

https://doi.org/10.1371/journal.pone.0085159
PMid:24416355 PMCid:PMC3887028

 

Clark H.E., Allen P.E., Meyers S.M., Hackett S.E., and Yamamura Y., 1967, Nitrogen balances of adults consuming opaque 2 maize protein, Am. J. Clin. Nutr., 20: 825-833

https://doi.org/10.1093/ajcn/20.8.825
PMid:6051147

 

Coleman C., and Larkins B.A., 1999, The prolamins of maize, In: Shewry PR, Casey R, eds. Seed proteins, Dordrecht: Kluwer Academic Publishers, pp.109-139

https://doi.org/10.1007/978-94-011-4431-5_6
PMid:10232400

 

Danson J., Mbogori M., Kimani M., Lagat M., Kuria A., and Diallo A., 2006, Marker assisted introgression of opaque 2 gene into herbicide tolerant elite maize inbred lines, Afr. J. Biotechnol., 5: 2417-2422

 

Dudley J.W., and Lambert R.J., 1969, Genetic variability after 65 generations of selection in Illinois high oil, low oil, high protein and low protein strains of Zea mays L, Crop Sci., 9: 179-181

 

Dudley J.W., and Lambert R.J., 2004, 100 Generations of selection for oil and protein in corn, Plant Breed, Rev., 24: 79-110

https://doi.org/10.2135/cropsci1969.0011183X000900020021x

 

Esen A., and Stetler D.A., 1992, lmmuno-cytochemical location of y-zein in the protein bodies of maize endosperm, Am. J. Bot., 79: 243-248

https://doi.org/10.1002/j.1537-2197.1992.tb14544.x

 

Frisch M., Bohn M., and Melchinger A.E., 1999, Comparison of selection strategies for marker assisted backcrossing of a gene, Crop Sci., 39: 1295-1301

https://doi.org/10.2135/cropsci1999.3951295x

 

Geetha K., Lending C., Lopes M., Wallace J., and Larkins B., 1991, opaque-2 modifiers increase a-zein synthesis and alter its spatial distribution in maize endosperm, Plant Cell, 3: 1207-1219

https://doi.org/10.2307/3869228

 

Gibbon B., and Larkin B., 2005, Molecular genetic approaches to developing quality protein maize, Trends Genet., 21: 227-233

https://doi.org/10.1016/j.tig.2005.02.009
PMid:15797618

 

Gupta H.S., Agrawal P.K., Mahajan V., Bisht G.S., Kumar A., Verma P., Srivastava A., Saha S., Babu R., Pant M.C., and Mani V.P., 2009, Quality protein maize for nutritional security: Rapid development of short duration hybrids through molecularmarker assisted breeding, Current Science, 96: 230-237

 

Gupta H.S., Babu R., Agrawal P.K., Mahajan V., Hossain F., and Thirunavukkarasu N., 2013, Accelerated development of quality protein maize hybrid through marker assisted introgression of opaque 2 allele, Plant Breeding, 132(1): 77-82

https://doi.org/10.1111/pbr.12009

 

Hemavathy A.T., 2015, Molecular marker based genetic diversity in quality protein maize, Int. J. Recent Sci. Res., 6(5): 3848-3851

 

Henry A.M., Manicacci D., Falque M., and Damerval C., 2005, Molecular evolution of the opaque-2 gene in Zea mays L., J. Mol. Evol., 61(4): 551-558

https://doi.org/10.1007/s00239-005-0003-9
PMid:16132467

 

Holding D.R., and Larkins B.A., 2008, Genetic modification of seed storage proteins, In: Advances in plant biochemistry and molecular biology (Lewis, N.G., Ed.-in-chief) Vol. 1, Bioengineering and molecular biology of plant pathways (Bohnert, H.J. and Nguyen, H.T, eds.), pp.107-133

 

Holding D.R., Hunter B.G., Chung T., Gibbon B.C., Ford C.F., Bharti A.K., Messing J., Hamaker B.R., and Larkins B.A., 2008, Genetic analysis of opaque 2 modifier loci in quality protein maize, Theor. Appl. Genet., 117(2):157-70

https://doi.org/10.1007/s00122-008-0762-y
PMid:18427771

 

Holding D.R., 2014, Recent advances in the study of prolamin storage protein organization and function, Front Plant Sci, 20(5): 276

https://doi.org/10.3389/fpls.2014.00276

 

Huang S., Adams W., Zhou Q., Malloy K., Voyles D., Anthony J., Kriz A., and Luethy M., 2004, Improving nutritional quality of maize proteins by expressing sense and antisense gents, J. Agric. Food Chem., 52: 1958-1964

https://doi.org/10.1021/jf0342223
PMid:15053536

 

Hunter B.G., Beatty M.K., Singletary G.W., Hamaker B.R., Dilkes B.P., Larkins B.A., and Jung R., 2002, Maize opaque endosperm mutations create extensive changes in patterns of gene expression, Plant Cell, 14: 2591-2612

https://doi.org/10.1105/tpc.003905
PMid:12368507 PMCid:PMC151238

 

Jompuk P., Wongyai W., Jampatong C., and Apisitvanich S., 2006, Detection of quality protein maize (QPM) using simple sequence repeat (SSR) markers and analysis of tryptophan content, Kasetsart J. (Natl. Sci.), 40: 768-774

 

Kata S.R., Taylor B.H., Bockholt A.J., and Smith J.D., 1994, Identification of opaque 2 genotypes in segregating populations of quality protein maize by analysis of restriction fragment length polymorphisms, Theor. Appl. Genet., 89(4): 407-412

https://doi.org/10.1007/BF00225374

 

Kataki, P.K., and Babu, S.C., 2003, Food systems for improved human nutrition, linking agriculture, nutrition, and productivity, Haworth Press, pp.193, ISBN 1-56022-103-8

 

Kies C., Williams E. R., and Fox H.M., 1965, Determination of first-limiting nitrogenous factors in corn protein for nitrogen retention in human adults, J. Nutr., 86: 350-356

https://doi.org/10.1093/jn/86.4.350
PMid:14324441

 

Krivanek A., Groote H., Gunaratna N., Diallo A., and Freisen D., 2007, Breeding and disseminating quality protein maize for Africa, Afr. J. Biotech, 6: 312-324

 

Larkins B.A., Lending C.R., and Wallace J.C., 1993, Modification of maize-seed-protein quality, Amer. J. Clin. Nutr., 58(2 Suppl): 264S-269S

https://doi.org/10.1093/ajcn/58.2.264S
PMid:8328398

 

Leite A., Neto G.C., Vettore A.L., Yunes J.A., and Arruda P., 1999, The prolamins of sorghum, Coix and millets, In: Seed proteins, Shewry PR and Casey R, (eds.), Dordrecht: Kluwer Academic Publishers, pp.141-157

https://doi.org/10.1007/978-94-011-4431-5_7

 

Lending C.R., Chesnut R.S., Shaw K.L., and Larkins B.A., 1992, Synthesis of zeins and their potential for amino acid modification, In Plant Protein Engineering, PR. Shewry and S. Gutteridge, eds (Cambridge: Cambridge University Press), pp.209-218

 

Lending C.R., and Larkins B.A., 1989, Changes in the zein composition of protein bodies during maize endosperm development, Plant Cell, 1: 10-11

https://doi.org/10.2307/3869002
PMid:2562552 PMCid:PMC159838

 

Lenka D., Tripathy S.K., Ramesh K., Behera M., and Ranjan R., 2015, Assessment of genetic diversity in quality protein maize inbreds using ISSR markers, J. Environ. Biol., 36(4): 985-992

 

Liu H., Shi J., Sun C., Gong H., Fan X., Qiu F., Huang X., Feng Q., Zheng X., Yuan N., Li C., Zhang Z., Deng Y., Wang J., Pan G., Han B., Lai J., and Wu Y., 2016, Gene duplication confers enhanced expression of 27-kDa γ-zein for endosperm modification in quality protein maize, Proc.Natl, Acad. Sci., 113(18): 4964-4969

https://doi.org/10.1073/pnas.1601352113
PMid:27092004 PMCid:PMC4983849

 

Lopes M.A., Takasaki K., Bostwick D.E., Helentjaris T., and Larkins B.A., 1995, Identification of two opaque 2 modifier loci in quality protein maize, Mol, and General Genet., 247: 603

https://doi.org/10.1007/BF00290352
PMid:7603440

 

Mbuya K., Nkongolo K.K., and Kalonji-Mbuyi A., 2011, Nutritional analysis of quality protein maize varieties selected for agronomic characteristics in a breeding programme, Int. J. Plant Breed. & Genet., 5: 317-327

https://doi.org/10.3923/ijpbg.2011.317.327

 

Magulama E., and Sales E.K., 2009, Marker assisted introgression of opaque 2 gene into elite maize inbred lines. Academia, Edu.USM R & D, 17(2): 131-135

 

Manna R., Okello D.K., Imanywoha J., Pixley K., and Edema R., 2005, Enhancing introgression of the opaque 2 trait into elite maize lines using simple sequence repeats, Afr. Crop Sci. J., 13: 215-226

 

Mertz E.T., Bates L.S., and Nelson O.E., 1964, Mutant gene that changes protein composition and increases lysine content of maize endosperm, Science, 145, 279

https://doi.org/10.1126/science.145.3629.279
PMid:14171571

 

Moro G.L., lopes M.A., Habben J.E., Hamaker B.R., and Larkins B.A., 1995, Phenotypic effects of modifier genes in normal maize endosperm, Cereal Chem., 72: 94-99

 

Muthusamy V., Hossain F., Thirunavukkarasu N., Choudhary M., Saha S., and Bhat J.S., 2014, Development of β-carotene rich Mmaize hybrids through marker-assisted introgression of β-carotene hydroxylase allele, PLoS ONE, 9(12): e113583

https://doi.org/10.1371/journal.pone.0113583
PMid:25486271 PMCid:PMC4259329

 

Naidoo R., Tongoona P., Derera J., Laing M.D., and Watson G.M.F., 2012, Combining ability of low phytic acid (lpa1-1) and quality protein maize (QPM) lines for seed germination and vigour under stress and non-stress conditions, Euphytica, 185(3): 529-541

https://doi.org/10.1007/s10681-012-0677-1

 

Nelson O.E., Mertz E.T., and Bates L.S., 1965, Second mutant gene affecting the amino acid pattern of maize endosperm proteins, Science, 150: 1469

https://doi.org/10.1126/science.150.3702.1469
PMid:17782299

 

Nkongolo K.K., Mbuya K., Mehes-Smith M., and Kalonji-Mbuyi A., 2011, Molecular analysis of quality protein (QPM) and normal maize varieties from the DR-Congo breeding program, Afr. J. Biotechnol., 10(65): 14293-14301

https://doi.org/10.5897/AJB11.1491

 

Ortega E. I., and Bates L.S., 1983, Biochemical and agronomic studies of two modified hard-endosperm opaque2 mutants, Cereal Chem., 60: 107-111

 

Ortega E.I., and Villegas E., 1988, Nutritionally improved maize, Chapter-Nutritionally improved maize: Report of an Ad Hoc Panel of the Advisory Committee on Technology Innovation, Protein Quality Laboratory, CIMMYT Ortega EI and Villegas E Open Book, The Natl, Academic Press, pp.32

 

Paez A., Helm J., and Zuber S., 1969, Lysine content of opaque 2 kernels having different phenotypes, Crop Sci, 9: 251-252

https://doi.org/10.2135/cropsci1969.0011183X000900020045x

 

Peixoto M.J.V.V., Parentoni S.N., Gama E.E.G., Magnavaca R., Paiva E., and Rego M.M., 1989, Perspectiva de utilização de milhos de alta qualidade protéica no Brasil, Inf., Agropec., 14: 23-24

 

Prioul J.L., Méchin V.,and Damerval C., 2008, Molecular and biochemical mechanisms in maize endosperm development, The role of pyruvate-Pi-dikinase and opaque 2 in the control of C/N ratio, C. R. Biologies, 331: 772-779

https://doi.org/10.1016/j.crvi.2008.07.019
PMid:18926491

 

Rajesh Singh, and Ram L., 2014, DNA aided introgression of opaque 2 allele for development of quality protein maize, Int. J. Sci. & Res., 3(2): 3006-3011

 

Segal G., Song R.,and Messing J., 2003, A new opaque variant of maize by a single dominant RNA-interference-inducing transgene, Genet., 165: 387-397

 

Semagn K., Magorokosho C., Vivek B.S., Makumbi D., Beyene Y., Mugo S., Prasanna B.M., and Warburton M.L., 2012, Molecular characterization of diverse CIMMYT maize inbred lines from eastern and southern Africa using single nucleotide polymorphic markers, BMC Genomics, 13: 113

https://doi.org/10.1186/1471-2164-13-113
PMid:22443094 PMCid:PMC3362765

 

Sofi P.A., Wani S.A., Rather A.G., and Wani S.H., 2009, Quality protein maize (QPM): Genetic manipulation for the nutritional fortification of maize, J. Plant Breed, & Crop Sci., 1(6): 244-253

 

Tanksley S.D., Young N.D., Paterson A.H., and Bonierbale M.W., 1989, RFLP mapping in plant breeding, New tools for an old science, Biotech., 7: 257-264

https://doi.org/10.1038/nbt0389-257

 

Vasal S.K., Villegas E., Bjarnason M., Gelaw B., and Goertz P., 1980, Genetic modifiers and breeding strategies in developing hard endosperm opaque 2 materials, In: Improvement of quality traits of maize for grain and silage use (Eds.) Pollmer W.G. and Phillips R.H., Nijhoff, London, pp.37-43

 

Vasal S.K., 1994, High quality protein corn, In: A.R. Hallauer, (ed.), Specialty Corns, CRC Press. Boca Raton, Florida, pp.79-121

 

Vasal S.K., 1999, Quality protein maize story, Proceedings of workshop on improving human nutrition through agriculture, The role of international agricultural research, IRRI, Los Banos, Philippines, pp.1-16

 

Vivek B.S., Krivanek A.F., Palacios-Rojas N., Twumasi-Afriyie S., and Diallo A.O., 2008, Breeding quality protein maize (QPM), Protocols for developing QPM cultivars, Mexico D.F., CIMMYT, pp.5

 

Vasal S.K., Srinivasan G., Pandey S., Ganzalez F., Crossa J.,and Beck D.F.,1993a, Heterosis and combinign abiity of CIMMYT’s Quality protein maize germplasm, I. lowland tropical, Crop Sci., 33: 46-51

https://doi.org/10.2135/cropsci1993.0011183X003300010006x

 

Vasal S.K., Srinwasan G., Gonzalez C., Beck D., and Crossa J., 1993b, Heterosis and combining ability of CIMMYT’s quality protein maize germplasm, II. Sub-tropical, Crop Sci., 33: 51-57

https://doi.org/10.2135/cropsci1993.0011183X003300010006x

 

Valverde V., Martorell R., Delgado H., Pivaral V.M., Elias L.G., Bressani R., and Klein R.E.,1981, The potential nutritional contribution of opaque 2 corn, Nutr. Rep. Int., 23: 585-595

 

Watson S.A., 1987, Corn: Chemistry and technology (eds Watson, S. A. and Ramstad, P. T.), Am. Assoc, Cereal Chemists, St. Paul, MN, pp.53-82

 

Xu J.H., and Messing J., 2008, Diverged copies of the seed regulatory opaque-2 gene by a segmental duplication in the progenitor genome of rice, sorghum, and maize, Mol. Plant, 1(5): 760-769

https://doi.org/10.1093/mp/ssn038

 

Zhang W., Yang W., Chen Z., Wang M., Yang L., and Cai Y., 2010, Molecular marker-assisted selection for o2 introgression lines with o16 gene in corn, Acta Agronomica Sinica, 36(8): 1302-1309

https://doi.org/10.1016/S1875-2780(09)60067-5

 

Zhang Z., Yang J., and Wu Y., 2015, Transcriptional regulation of zein gene expression in maize through the additive and synergistic action of opaque 2, prolamine-box Binding factor, and o2 heterodimerizing proteins, The Plant Cell Preview, pp.1-11

 

Zhou Z., Song L., Zhang X., Li X., Yan N., Xia R., Zhu H., Weng J., Hao Z., Zhang D., Yong H., Li M., and Zhang S., 2016, Introgression of opaque 2 into waxy maize causes extensive biochemical and proteomic changes in endosperm, PLoS One, 11(7): e0158971

https://doi.org/10.1371/journal.pone.0158971

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