"11504","16","archive","3170",,,"disk0/00/01/15/04","2020-05-15 08:37:59","2020-05-15 08:37:59","2020-05-15 08:37:59","article",,,"show",,,,"","","","","","","","","","",,,,"Roorkiwal","M","","","","","","","Roorkiwal","M","","","","",,,,,"","",,,,,"","","ICRISAT (Patancheru)","India","Integrating genomics for chickpea improvement: achievements and opportunities","pub","PLB1","CRPS2","CG1","public",,,"chickpea, Genomics, Breeding",,"The authors thank the Tropical Legumes Project
funded by Bill & Melinda Gates Foundation for financial assistance.
M.R. and R.K.V. thank the Department of Science and Technology,
Government of India, for providing funding support through the
INSPIRE Faculty Scheme and Early Career Research Award – SERB
and the JC Bose Fellowship, respectively. R.B. acknowledges the support
from Council of Scientific and Industrial Research (CSIR), India,
for the award of research fellowship. The work reported in this article
was undertaken as a part of CGIAR Research Program on Grain
Legumes and Dryland Cereals (GLDC). ICRISAT is a member of the
CGIAR Consortium.","The implementation of novel breeding technologies is expected to contribute substantial improvements in crop
productivity. While conventional breeding methods have led to development of more than 200 improved chickpea varieties
in the past, still there is ample scope to increase productivity. It is predicted that integration of modern genomic resources
with conventional breeding efforts will help in the delivery of climate-resilient chickpea varieties in comparatively less
time. Recent advances in genomics tools and technologies have facilitated the generation of large-scale sequencing and
genotyping data sets in chickpea. Combined analysis of high-resolution phenotypic and genetic data is paving the way for
identifying genes and biological pathways associated with breeding-related traits. Genomics technologies have been used
to develop diagnostic markers for use in marker-assisted backcrossing programmes, which have yielded several molecular
breeding products in chickpea. We anticipate that a sequence-based holistic breeding approach, including the integration of
functional omics, parental selection, forward breeding and genome-wide selection, will bring a paradigm shift in development
of superior chickpea varieties. There is a need to integrate the knowledge generated by modern genomics technologies
with molecular breeding efforts to bridge the genome-to-phenome gap. Here, we review recent advances that have led to new
possibilities for developing and screening breeding populations, and provide strategies for enhancing the selection efficiency
and accelerating the rate of genetic gain in chickpea.","2020-04","published",,"Theoretical and Applied Genetics (TSI)","133","5","Springer Verlag",,"1703-1720",,,,,,"doi:10.1007/s00122-020-03584-2",,,,,"TRUE",,"0040-5752",,,,,,"","https://doi.org/10.1007/s00122-020-03584-2","https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=10.1007%2Fs00122-020-03584-2&btnG=","pub",,"BMGF","",,,,,,"",,,,,,,"",,,,,"",,,,,"","",,,,,"","",,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Bharadwaj","C","","",,,,,"Thudi","M","","",,,,,,,,,,,,,,,"The UWA Institute of Agriculture, The University of Western, Australia, Perth, Australia","Australia",,,"s1.1","CRPS5",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Barmukh","R","","",,,,,"Gaur","P M","","",,,,,,,,,,,,,,,"ICAR—Indian Agricultural Research Institute (IARI), Delhi,India","Ethiopia",,,"s2.13","CRPS3",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Dixit","G P","","",,,,,"Fikre","A","","",,,,,,,,,,,,,,,"Department of Genetics, Osmania University, Hyderabad,India","Egypt",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Thudi","M","","",,,,,"Ojiewo","C O","","",,,,,,,,,,,,,,,"ICAR—Indian Institute of Pulses Research (IIPR), Kanpur,India","Moroco",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Gaur","P M","","",,,,,,,,,,,,,,,,,,,,,,,"Rani Lakshmi Bai Central Agricultural University, Jhansi, India","Kenya",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Chaturvedi","S K","","",,,,,,,,,,,,,,,,,,,,,,,"ICRISAT (Addis Ababa)","Canada",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Fikre","A","","",,,,,,,,,,,,,,,,,,,,,,,"International Center for Agriculture Research in the Dry Areas (ICARDA), Cairo, Egypt",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Hamwieh","A","","",,,,,,,,,,,,,,,,,,,,,,,"International Center for Agriculture Research in the Dry Areas (ICARDA), Rabat, Morocco",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Kumar","S","","",,,,,,,,,,,,,,,,,,,,,,,"ICRISAT (Nairobi)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Sachdeva","S","","",,,,,,,,,,,,,,,,,,,,,,,"Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Ojiewo","C O","","",,,,,,,,,,,,,,,,,,,,,,,"Ethiopian Institute of Agricultural Research (EIAR), Debre Zeit, Ethiopia",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Tar’an","B","","",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Wordofa","N G","","",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Singh","N P","","",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Siddique","K H M","","",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
"11504",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Varshney","R K","","",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,