Author: Abhishek Rathore
Sikiru Adeniyi Atanda Yoseph Beyene Rajeev Varshney Michael Olsen Manish Roorkiwal Manje Gowda Chellapilla Bharadwaj Pooran Gaur XUECAI ZHANG Kate Dreher Claudio César Ayala Hernández Jose Crossa Paulino Pérez-Rodríguez Abhishek Rathore Susan McCouch Kelly Robbins (2020)
Much of the world’s population growth will occur in regions where food insecurity is prevalent, with large increases in food demand projected in regions of Africa and South Asia. While improving food security in these regions will require a multi-faceted approach, improved performance of crop varieties in these regions will play a critical role. Current rates of genetic gain in breeding programs serving Africa and South Asia fall below rates achieved in other regions of the world. Given resource constraints, increased genetic gain in these regions cannot be achieved by simply expanding the size of breeding programs. New approaches to breeding are required. The Genomic Open-source Breeding informatics initiative (GOBii) and Excellence in Breeding Platform (EiB) are working with public sector breeding programs to build capacity, develop breeding strategies, and build breeding informatics capabilities to enable routine use of new technologies that can improve the efficiency of breeding programs and increase genetic gains. Simulations evaluating breeding strategies indicate cost-effective implementations of genomic selection (GS) are feasible using relatively small training sets, and proof-of-concept implementations have been validated in the International Maize and Wheat Improvement Center (CIMMYT) maize breeding program. Progress on GOBii, EiB, and implementation of GS in CIMMYT and International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) breeding programs are discussed, as well as strategies for routine implementation of GS in breeding programs serving Africa and South Asia.
Elizabeth Arnaud Marie-Angélique Laporte Soonho Kim Laurel Cooper Pankaj Jaiswal Gideon Kruseman Rosemary Shrestha Christopher Mungall Abhishek Rathore Cyril Pommier Leroy Mwanzia Brian Chiputwa ESTHER DZALE YEUMO Medha Devare (2020)