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Archive | 2002

Is marker-assisted selection cost-effective compared with conventional plant breeding methods? The case of quality protein Maize.

K. Dreher; M. Morris; Mireille Khairallah; J. M. Ribaut; Shivaji Pandey; Ganesan Srinivasan; R. E. Evenson; V. Santaniello; D. Zilberman

This paper presents the findings of a case study designed to compare the cost of using conventional plant breeding methods with the cost of using a new DNA-based crop selection technique known as marker-assisted selection (MAS). The case study, which was carried out in Mexico at the International Maize and Wheat Improvement Center (CIMMYT), focused on a narrowly-defined breeding objective—transferring the Quality Protein Maize (QPM) phenotype, controlled in part by a mutant allele of a gene called opaque2, from one elite maize inbred line to another elite inbred line. Costs associated with use of conventional breeding methods and MAS for QPM line conversion were estimated using a spreadsheet-based budgeting approach. First, field and laboratory operations involved in conventional and MAS breeding were identified and costed out. Second, representative conventional and MAS breeding schemes were identified. Third, the unique laboratory and field parameters set forth in each breeding scheme were used to calculate the total cost of implementing that particular scheme. Dreher, K., M. Morris, M. Khairallah, J-M. Ribaut, S. Pandey, G. Srinivasan ii ABSTRACT (CONTINUED) Results of the budgeting exercise suggest that currently at CIMMYT, the relative costeffectiveness of conventional breeding methods as compared to MAS for QPM line conversion differs depending on the circumstances. In cases where it is possible to identify segregating materials by visually inspecting ears in the field, conventional breeding methods can be very cost-effective. But in cases where visual selection is not possible, use of molecular markers can lead to significant cost savings. CIMMYT’s experience with MAS parallels the experience of many other breeding programs. Even though MAS has come to play a prominent role in the field of plant breeding, for many practical applications the economics of MAS are still being worked out on a case-by-case basis. The continuing uncertainty concerning the utility of MAS in specific applications should not give rise to undue pessimism, however. Everything that made MAS attractive in the first place still holds true; the key to successfully integrating the technology into applied breeding programs will lie in identifying applications in which molecular markers offer real advantages over conventional breeding methods. MAS should be able to offer significant advantages in cases where phenotypic screening is particularly expensive or difficult, including breeding projects involving multiple genes, recessive genes, late expression of the trait of interest, seasonal considerations, or geographical considerations. In addition to reducing the cost of breeding, MAS also has the potential to generate time savings. Depending on the benefits that a breeding program realizes from earlier release of its breeding products (which typically differ between the private and public sectors), the value of these time savings can be enormous—often justifying the additional cost involved in using MAS. Continuing refinement of molecular marker technologies will make MAS cheaper and more effective in coming years, but at the same time it would be a mistake to assume that marker technologies represent a “silver bullet” solution to every breeding problem. As this case study has revealed, conventional breeding methods still provide a cost-effective option for many types of breeding project, and they will continue to be attractive in the future.


Crop Science | 2003

Genetic distance based on simple sequence Repeats and Heterosis in Tropical Maize Populations

Jochen C. Reif; Albrecht E. Melchinger; X. C. Xia; Marilyn L. Warburton; David Hoisington; S. K. Vasal; Ganesan Srinivasan; M. Bohn; Matthias Frisch


Crop Science | 1993

Heterosis and combining ability of CIMMYT's quality protein maize germplasm. II. Subtropical

S. K. Vasal; Ganesan Srinivasan; Shivaji Pandey; José Crossa; David L. Beck


Crop Science | 1992

Heterosis and combining ability of CIMMYT's subtropical and temperate early-maturity maize germplasm

S. K. Vasal; Ganesan Srinivasan; José Crossa; David L. Beck


Archive | 1999

Tropical Maize and Heterosis

James G. Coors; Shivaji Pandey; S. K. Vasal; H. Cordova; S. Pandey; Ganesan Srinivasan


Crop Science | 1992

Heterosis and Combining Ability of CIMMYT's Tropical × Subtropical Maize Germplasm

S. K. Vasal; Ganesan Srinivasan; G. C. Han; Shivaji Pandey; David L. Beck; José Crossa


Revista Fitotecnia Mexicana | 2004

PUMA 1075 y PUMA 1076, híbridos de maíz de temporal para los valles altos de México (2200 a 2600 msnm)

Margarita Tadeo Robledo; Alejandro Espinosa Calderón; Rafael Martínez Mendoza; Ganesan Srinivasan; David Beck; James Lothrop; José Luis Torres; Susana Azpíroz Rivero


Crop Science | 1995

Registration of 12 Hybrid-Oriented Maize Germplasms Tolerant to Inbreeding Depression

S. K. Vasal; Ganesan Srinivasan; N. Vergara


Agronomía Mesoamericana | 1993

Rendimiento y estabilidad de hibridos de maiz de cruzas simples evaluadas en colombia , México y centroamerica

Shivaji Pandey; S. K. Vasal; Hugo Córdova; N. Vergara; Ganesan Srinivasan; F Gonzalez Ceniceros


Mesoamerican Agronomy | 2016

Performance of intra and inter-population hybrids among inbred lines and their implication on the development of hybrids.

S. K. Vasal; Fernando González Ceniceros; Narciso Vergara; Ganesan Srinivasan

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S. K. Vasal

International Maize and Wheat Improvement Center

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Shivaji Pandey

International Maize and Wheat Improvement Center

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José Crossa

International Maize and Wheat Improvement Center

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Fernando González Ceniceros

International Maize and Wheat Improvement Center

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Hugo Córdova

International Maize and Wheat Improvement Center

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N. Vergara

International Maize and Wheat Improvement Center

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David Beck

International Maize and Wheat Improvement Center

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David Hoisington

International Maize and Wheat Improvement Center

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F. González Ceniceros

International Maize and Wheat Improvement Center

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José Luis Torres

International Maize and Wheat Improvement Center

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