Harnessing genetic potential of wheat germplasm banks through impact-oriented-prebreeding for future food and nutritional security View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2018-12

AUTHORS

Sukhwinder Singh, Prashant Vikram, Deepmala Sehgal, Juan Burgueño, Achla Sharma, Sanjay K. Singh, Carolina P. Sansaloni, Ryan Joynson, Thomas Brabbs, Cynthia Ortiz, Ernesto Solis-Moya, Velu Govindan, Naveen Gupta, Harminder S. Sidhu, Ashwani K. Basandrai, Daisy Basandrai, Lourdes Ledesma-Ramires, Maria P. Suaste-Franco, Guillermo Fuentes-Dávila, Javier I. Moreno, Kai Sonder, Vaibhav K. Singh, Sanjay Singh, Sajid Shokat, Mian A. R. Arif, Khalil A. Laghari, Puja Srivastava, Sridhar Bhavani, Satish Kumar, Dharam Pal, Jai P. Jaiswal, Uttam Kumar, Harinder K. Chaudhary, Jose Crossa, Thomas S. Payne, Muhammad Imtiaz, Virinder S. Sohu, Gyanendra P. Singh, Navtej S. Bains, Anthony Hall, Kevin V. Pixley

ABSTRACT

The value of exotic wheat genetic resources for accelerating grain yield gains is largely unproven and unrealized. We used next-generation sequencing, together with multi-environment phenotyping, to study the contribution of exotic genomes to 984 three-way-cross-derived (exotic/elite1//elite2) pre-breeding lines (PBLs). Genomic characterization of these lines with haplotype map-based and SNP marker approaches revealed exotic specific imprints of 16.1 to 25.1%, which compares to theoretical expectation of 25%. A rare and favorable haplotype (GT) with 0.4% frequency in gene bank identified on chromosome 6D minimized grain yield (GY) loss under heat stress without GY penalty under irrigated conditions. More specifically, the 'T' allele of the haplotype GT originated in Aegilops tauschii and was absent in all elite lines used in study. In silico analysis of the SNP showed hits with a candidate gene coding for isoflavone reductase IRL-like protein in Ae. tauschii. Rare haplotypes were also identified on chromosomes 1A, 6A and 2B effective against abiotic/biotic stresses. Results demonstrate positive contributions of exotic germplasm to PBLs derived from crosses of exotics with CIMMYT's best elite lines. This is a major impact-oriented pre-breeding effort at CIMMYT, resulting in large-scale development of PBLs for deployment in breeding programs addressing food security under climate change scenarios. More... »

PAGES

12527

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41598-018-30667-4

DOI

http://dx.doi.org/10.1038/s41598-018-30667-4

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1106173764

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/30131572


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0604", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Genetics", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/06", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Biological Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Singh", 
        "givenName": "Sukhwinder", 
        "id": "sg:person.01126237306.11", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01126237306.11"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Vikram", 
        "givenName": "Prashant", 
        "id": "sg:person.0714767515.50", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0714767515.50"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sehgal", 
        "givenName": "Deepmala", 
        "id": "sg:person.0652515415.20", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0652515415.20"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Burgue\u00f1o", 
        "givenName": "Juan", 
        "id": "sg:person.0733536233.17", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0733536233.17"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sharma", 
        "givenName": "Achla", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Wheat and Barley Research", 
          "id": "https://www.grid.ac/institutes/grid.493271.a", 
          "name": [
            "ICAR-Indian Institute of Wheat and Barley Research, 132001, Karnal, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Singh", 
        "givenName": "Sanjay K.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sansaloni", 
        "givenName": "Carolina P.", 
        "id": "sg:person.01120671123.29", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01120671123.29"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Earlham Institute", 
          "id": "https://www.grid.ac/institutes/grid.421605.4", 
          "name": [
            "Earlham Institute, NR4 7UG, Norwich, Norfolk, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Joynson", 
        "givenName": "Ryan", 
        "id": "sg:person.0710663744.48", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0710663744.48"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Earlham Institute", 
          "id": "https://www.grid.ac/institutes/grid.421605.4", 
          "name": [
            "Earlham Institute, NR4 7UG, Norwich, Norfolk, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Brabbs", 
        "givenName": "Thomas", 
        "id": "sg:person.014212010750.70", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014212010750.70"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ortiz", 
        "givenName": "Cynthia", 
        "id": "sg:person.01343516315.76", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01343516315.76"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Solis-Moya", 
        "givenName": "Ernesto", 
        "id": "sg:person.013762213256.28", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013762213256.28"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Govindan", 
        "givenName": "Velu", 
        "id": "sg:person.0766374326.45", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0766374326.45"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gupta", 
        "givenName": "Naveen", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sidhu", 
        "givenName": "Harminder S.", 
        "id": "sg:person.012601566314.14", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012601566314.14"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishvavidyalaya", 
          "id": "https://www.grid.ac/institutes/grid.411939.7", 
          "name": [
            "CSK Himachal Pradesh Agricultural University Palampur, 176062, Palampur, Himachal Pradesh, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Basandrai", 
        "givenName": "Ashwani K.", 
        "id": "sg:person.07605275741.50", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07605275741.50"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishvavidyalaya", 
          "id": "https://www.grid.ac/institutes/grid.411939.7", 
          "name": [
            "CSK Himachal Pradesh Agricultural University Palampur, 176062, Palampur, Himachal Pradesh, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Basandrai", 
        "givenName": "Daisy", 
        "id": "sg:person.07741630315.24", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07741630315.24"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ledesma-Ramires", 
        "givenName": "Lourdes", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Suaste-Franco", 
        "givenName": "Maria P.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "INIFAP-CIRNO, Campo Experimental Norman E. Borlaug, Apdo. Postal 155, Km 12 Norman E. Borlaug, Cd. Obregon, 85000, Sonora, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Fuentes-D\u00e1vila", 
        "givenName": "Guillermo", 
        "id": "sg:person.01067742677.73", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01067742677.73"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Instituto Nacional de Investigaciones Forestales Agr\u00edcolas y Pecuarias", 
          "id": "https://www.grid.ac/institutes/grid.473273.6", 
          "name": [
            "INIFAP, Interior Parque Los Colomos S/N, Colonia Providencia, CP, 44660, Guadalajara, Jalisco, Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Moreno", 
        "givenName": "Javier I.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sonder", 
        "givenName": "Kai", 
        "id": "sg:person.07415327035.86", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07415327035.86"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Agricultural Research Institute", 
          "id": "https://www.grid.ac/institutes/grid.418196.3", 
          "name": [
            "ICAR-Indian Agricultural Research Institute (IARI), 110 012, New Delhi, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Singh", 
        "givenName": "Vaibhav K.", 
        "id": "sg:person.013606451276.34", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013606451276.34"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "National Research Centre on Plant Biotechnology", 
          "id": "https://www.grid.ac/institutes/grid.466936.8", 
          "name": [
            "National Research Center for Plant Biotechnology, 110 012, New Delhi, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Singh", 
        "givenName": "Sanjay", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Copenhagen", 
          "id": "https://www.grid.ac/institutes/grid.5254.6", 
          "name": [
            "Nuclear Institute for Agriculture and Biology, 38000, Faislabad, Pakistan", 
            "Department of Plant and Environmental Sciences, Crop Science, University of Copenhagen, H\u00f8jbakkeg\u00e5rd All\u00e9 13, DK-2630, Taastrup, Denmark"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Shokat", 
        "givenName": "Sajid", 
        "id": "sg:person.011477337546.13", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011477337546.13"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Nuclear Institute for Agriculture and Biology", 
          "id": "https://www.grid.ac/institutes/grid.469967.3", 
          "name": [
            "Nuclear Institute for Agriculture and Biology, 38000, Faislabad, Pakistan"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Arif", 
        "givenName": "Mian A. R.", 
        "id": "sg:person.01256777750.72", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01256777750.72"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Nuclear Institute of Agriculture, 70050, Tando Jam, Sindh, Pakistan"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Laghari", 
        "givenName": "Khalil A.", 
        "id": "sg:person.013270677030.09", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013270677030.09"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Srivastava", 
        "givenName": "Puja", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "World Agroforestry Centre", 
          "id": "https://www.grid.ac/institutes/grid.435643.3", 
          "name": [
            "CIMMYT - World Agroforestry Centre (ICRAF), United Nations Avenue, Gigiri. P.O. Box 1041\u201300621, Nairobi, Kenya"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bhavani", 
        "givenName": "Sridhar", 
        "id": "sg:person.01261323426.43", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01261323426.43"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Wheat and Barley Research", 
          "id": "https://www.grid.ac/institutes/grid.493271.a", 
          "name": [
            "ICAR-Indian Institute of Wheat and Barley Research, 132001, Karnal, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kumar", 
        "givenName": "Satish", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Agricultural Research Institute", 
          "id": "https://www.grid.ac/institutes/grid.418196.3", 
          "name": [
            "ICAR-Indian Agricultural Research Institute, Regional Station, 171004, Shimla, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Pal", 
        "givenName": "Dharam", 
        "id": "sg:person.01065176734.37", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01065176734.37"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Govind Ballabh Pant University of Agriculture and Technology", 
          "id": "https://www.grid.ac/institutes/grid.440691.e", 
          "name": [
            "Department of Genetics and Plant Breeding, G.B. Pant University of Agriculture & Technology, 263145, Pantnagar, Uttarakhand, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Jaiswal", 
        "givenName": "Jai P.", 
        "id": "sg:person.014612672365.26", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014612672365.26"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kumar", 
        "givenName": "Uttam", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishvavidyalaya", 
          "id": "https://www.grid.ac/institutes/grid.411939.7", 
          "name": [
            "CSK Himachal Pradesh Agricultural University Palampur, 176062, Palampur, Himachal Pradesh, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chaudhary", 
        "givenName": "Harinder K.", 
        "id": "sg:person.014611370571.05", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014611370571.05"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Crossa", 
        "givenName": "Jose", 
        "id": "sg:person.01274600533.83", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01274600533.83"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Payne", 
        "givenName": "Thomas S.", 
        "id": "sg:person.0666225415.60", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0666225415.60"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "CIMMYT \u2013 Pakistan, NARC CSI Complex, Park Road, 44000, Islamabad, Pakistan"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Imtiaz", 
        "givenName": "Muhammad", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sohu", 
        "givenName": "Virinder S.", 
        "id": "sg:person.016530027761.14", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016530027761.14"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Wheat and Barley Research", 
          "id": "https://www.grid.ac/institutes/grid.493271.a", 
          "name": [
            "ICAR-Indian Institute of Wheat and Barley Research, 132001, Karnal, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Singh", 
        "givenName": "Gyanendra P.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bains", 
        "givenName": "Navtej S.", 
        "id": "sg:person.01142742201.08", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01142742201.08"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of East Anglia", 
          "id": "https://www.grid.ac/institutes/grid.8273.e", 
          "name": [
            "Earlham Institute, NR4 7UG, Norwich, Norfolk, UK", 
            "School of Biological Sciences, University of East Anglia, Norwich Research Park, NR4 7TJ, Norwich, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Hall", 
        "givenName": "Anthony", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "International Maize and Wheat Improvement Center", 
          "id": "https://www.grid.ac/institutes/grid.433436.5", 
          "name": [
            "International Maize and Wheat Improvement Center (CIMMYT), Carretera M\u00e9xico-Veracruz Km. 45, El Bat\u00e1n, 56237, Texcoco, C.P., Mexico"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Pixley", 
        "givenName": "Kevin V.", 
        "id": "sg:person.01145446705.92", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01145446705.92"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "sg:pub.10.1038/srep23092", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001287744", 
          "https://doi.org/10.1038/srep23092"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/jxb/erl250", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001491264"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0063107", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001670628"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1105/tpc.009308", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001790772"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s10722-011-9775-5", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002159892", 
          "https://doi.org/10.1007/s10722-011-9775-5"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/jxb/erv122", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002359889"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0132112", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003883546"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/1471-2156-12-89", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006135375", 
          "https://doi.org/10.1186/1471-2156-12-89"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1139/cjr48c-033", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007686323"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.plantsci.2015.08.021", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007913151"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1126/science.1069424", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1010139737"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0148671", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1013110905"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0148671", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1013110905"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0148671", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1013110905"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1086/519795", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019061180"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/ng.3439", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020724405", 
          "https://doi.org/10.1038/ng.3439"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.pnsc.2008.02.017", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1021198415"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s00122-014-2445-1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022058665", 
          "https://doi.org/10.1007/s00122-014-2445-1"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1101/gr.454902", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022194002"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/bf00126756", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025708977", 
          "https://doi.org/10.1007/bf00126756"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/bf00126756", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025708977", 
          "https://doi.org/10.1007/bf00126756"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/bioinformatics/btm308", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028217957"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/pce.12888", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028319287"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/pce.12888", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028319287"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11104-011-1104-4", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1029503680", 
          "https://doi.org/10.1007/s11104-011-1104-4"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11104-011-1104-4", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1029503680", 
          "https://doi.org/10.1007/s11104-011-1104-4"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-3040.2012.02588.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1035888263"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1399-3054.2009.01290.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1038011134"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1399-3054.2009.01290.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1038011134"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.fcr.2007.02.005", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1043207948"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1214/aos/1176344136", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1044872629"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/gb-2006-7-4-212", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047333334", 
          "https://doi.org/10.1186/gb-2006-7-4-212"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2135/cropsci1994.0011183x003400040023x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069024256"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/srep41247", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1074246940", 
          "https://doi.org/10.1038/srep41247"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nature22011", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1084128628", 
          "https://doi.org/10.1038/nature22011"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nature22011", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1084128628", 
          "https://doi.org/10.1038/nature22011"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.3389/fpls.2017.00281", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1084434233"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.3389/fpls.2017.01534", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1091485551"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2018-12", 
    "datePublishedReg": "2018-12-01", 
    "description": "The value of exotic wheat genetic resources for accelerating grain yield gains is largely unproven and unrealized. We used next-generation sequencing, together with multi-environment phenotyping, to study the contribution of exotic genomes to 984 three-way-cross-derived (exotic/elite1//elite2) pre-breeding lines (PBLs). Genomic characterization of these lines with haplotype map-based and SNP marker approaches revealed exotic specific imprints of 16.1 to 25.1%, which compares to theoretical expectation of 25%. A rare and favorable haplotype (GT) with 0.4% frequency in gene bank identified on chromosome 6D minimized grain yield (GY) loss under heat stress without GY penalty under irrigated conditions. More specifically, the 'T' allele of the haplotype GT originated in Aegilops tauschii and was absent in all elite lines used in study. In silico analysis of the SNP showed hits with a candidate gene coding for isoflavone reductase IRL-like protein in Ae. tauschii. Rare haplotypes were also identified on chromosomes 1A, 6A and 2B effective against abiotic/biotic stresses. Results demonstrate positive contributions of exotic germplasm to PBLs derived from crosses of exotics with CIMMYT's best elite lines. This is a major impact-oriented pre-breeding effort at CIMMYT, resulting in large-scale development of PBLs for deployment in breeding programs addressing food security under climate change scenarios.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1038/s41598-018-30667-4", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isPartOf": [
      {
        "id": "sg:journal.1045337", 
        "issn": [
          "2045-2322"
        ], 
        "name": "Scientific Reports", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "1", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "8"
      }
    ], 
    "name": "Harnessing genetic potential of wheat germplasm banks through impact-oriented-prebreeding for future food and nutritional security", 
    "pagination": "12527", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "0b71cbdb739a12efe58ae0857e1f09fdb774e358f436f2370e4deeac904c9a03"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "30131572"
        ]
      }, 
      {
        "name": "nlm_unique_id", 
        "type": "PropertyValue", 
        "value": [
          "101563288"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1038/s41598-018-30667-4"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1106173764"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1038/s41598-018-30667-4", 
      "https://app.dimensions.ai/details/publication/pub.1106173764"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-10T21:48", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8687_00000571.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "https://www.nature.com/articles/s41598-018-30667-4"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-30667-4'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-30667-4'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-30667-4'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-30667-4'


 

This table displays all metadata directly associated to this object as RDF triples.

500 TRIPLES      21 PREDICATES      60 URIs      21 LITERALS      9 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1038/s41598-018-30667-4 schema:about anzsrc-for:06
2 anzsrc-for:0604
3 schema:author Nc5a873d21aff471791852793cffe5ed1
4 schema:citation sg:pub.10.1007/bf00126756
5 sg:pub.10.1007/s00122-014-2445-1
6 sg:pub.10.1007/s10722-011-9775-5
7 sg:pub.10.1007/s11104-011-1104-4
8 sg:pub.10.1038/nature22011
9 sg:pub.10.1038/ng.3439
10 sg:pub.10.1038/srep23092
11 sg:pub.10.1038/srep41247
12 sg:pub.10.1186/1471-2156-12-89
13 sg:pub.10.1186/gb-2006-7-4-212
14 https://doi.org/10.1016/j.fcr.2007.02.005
15 https://doi.org/10.1016/j.plantsci.2015.08.021
16 https://doi.org/10.1016/j.pnsc.2008.02.017
17 https://doi.org/10.1086/519795
18 https://doi.org/10.1093/bioinformatics/btm308
19 https://doi.org/10.1093/jxb/erl250
20 https://doi.org/10.1093/jxb/erv122
21 https://doi.org/10.1101/gr.454902
22 https://doi.org/10.1105/tpc.009308
23 https://doi.org/10.1111/j.1365-3040.2012.02588.x
24 https://doi.org/10.1111/j.1399-3054.2009.01290.x
25 https://doi.org/10.1111/pce.12888
26 https://doi.org/10.1126/science.1069424
27 https://doi.org/10.1139/cjr48c-033
28 https://doi.org/10.1214/aos/1176344136
29 https://doi.org/10.1371/journal.pone.0063107
30 https://doi.org/10.1371/journal.pone.0132112
31 https://doi.org/10.1371/journal.pone.0148671
32 https://doi.org/10.2135/cropsci1994.0011183x003400040023x
33 https://doi.org/10.3389/fpls.2017.00281
34 https://doi.org/10.3389/fpls.2017.01534
35 schema:datePublished 2018-12
36 schema:datePublishedReg 2018-12-01
37 schema:description The value of exotic wheat genetic resources for accelerating grain yield gains is largely unproven and unrealized. We used next-generation sequencing, together with multi-environment phenotyping, to study the contribution of exotic genomes to 984 three-way-cross-derived (exotic/elite1//elite2) pre-breeding lines (PBLs). Genomic characterization of these lines with haplotype map-based and SNP marker approaches revealed exotic specific imprints of 16.1 to 25.1%, which compares to theoretical expectation of 25%. A rare and favorable haplotype (GT) with 0.4% frequency in gene bank identified on chromosome 6D minimized grain yield (GY) loss under heat stress without GY penalty under irrigated conditions. More specifically, the 'T' allele of the haplotype GT originated in Aegilops tauschii and was absent in all elite lines used in study. In silico analysis of the SNP showed hits with a candidate gene coding for isoflavone reductase IRL-like protein in Ae. tauschii. Rare haplotypes were also identified on chromosomes 1A, 6A and 2B effective against abiotic/biotic stresses. Results demonstrate positive contributions of exotic germplasm to PBLs derived from crosses of exotics with CIMMYT's best elite lines. This is a major impact-oriented pre-breeding effort at CIMMYT, resulting in large-scale development of PBLs for deployment in breeding programs addressing food security under climate change scenarios.
38 schema:genre research_article
39 schema:inLanguage en
40 schema:isAccessibleForFree true
41 schema:isPartOf N195b4f197118460893154b54c7080fce
42 Nf424517a1aad434e86f3edf55344f22a
43 sg:journal.1045337
44 schema:name Harnessing genetic potential of wheat germplasm banks through impact-oriented-prebreeding for future food and nutritional security
45 schema:pagination 12527
46 schema:productId N087545bdf2cb4f8ebe3fdb40f175619a
47 N6d165253627e4ec993bd3f342144d9b6
48 N73e1131a0fb042e8a7f8c2e09d2998f5
49 N94bfc867a1e44b70b905ce9cdd24d145
50 Nf998dc28c1e34a5d87b2767511265756
51 schema:sameAs https://app.dimensions.ai/details/publication/pub.1106173764
52 https://doi.org/10.1038/s41598-018-30667-4
53 schema:sdDatePublished 2019-04-10T21:48
54 schema:sdLicense https://scigraph.springernature.com/explorer/license/
55 schema:sdPublisher N7f05efe064154afab45f6293ec149b69
56 schema:url https://www.nature.com/articles/s41598-018-30667-4
57 sgo:license sg:explorer/license/
58 sgo:sdDataset articles
59 rdf:type schema:ScholarlyArticle
60 N025523c511a24014b04b16b78638653e rdf:first sg:person.01065176734.37
61 rdf:rest N2a8dbfb4a5434a8b8d77fdd72947ea9e
62 N0792c6a16b314bb0962a581c0f6299f7 rdf:first sg:person.013606451276.34
63 rdf:rest N51471c5881b245fcab562427237e9ab7
64 N085126526d4d4d4d8c476b91e4f819df schema:name Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico
65 rdf:type schema:Organization
66 N087545bdf2cb4f8ebe3fdb40f175619a schema:name nlm_unique_id
67 schema:value 101563288
68 rdf:type schema:PropertyValue
69 N0ec4baedfcbf447e8f88e8d927738ba8 schema:affiliation https://www.grid.ac/institutes/grid.493271.a
70 schema:familyName Kumar
71 schema:givenName Satish
72 rdf:type schema:Person
73 N13817d21cb12427088b975233ce1a8f4 schema:affiliation https://www.grid.ac/institutes/grid.493271.a
74 schema:familyName Singh
75 schema:givenName Gyanendra P.
76 rdf:type schema:Person
77 N154776a4b0724d7fb25a6b71ec383a59 schema:name Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico
78 rdf:type schema:Organization
79 N195b4f197118460893154b54c7080fce schema:volumeNumber 8
80 rdf:type schema:PublicationVolume
81 N1bdf3463f064493281c009c7e83f6502 schema:name Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India
82 rdf:type schema:Organization
83 N1ed7bdc07b644f219927c24316b1ba17 rdf:first sg:person.01145446705.92
84 rdf:rest rdf:nil
85 N24136c4e0bf34b66872f91d280c40274 rdf:first N5fbad1efe8c64f0e8bfd8a88cccbc8d1
86 rdf:rest Ne914af4a28184f718c23c8ed11340917
87 N24b845070062413d8e1ad23f6c2222c4 rdf:first sg:person.01067742677.73
88 rdf:rest N91ca54c748d249a49dfeadb584b830eb
89 N2601d007a30947c0b013d4d97e1e8ba9 rdf:first sg:person.013762213256.28
90 rdf:rest N90b3956a3044464986d997482a5f0406
91 N2a2457c643bb496680b6d8e295bb4cec schema:name Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India
92 rdf:type schema:Organization
93 N2a8dbfb4a5434a8b8d77fdd72947ea9e rdf:first sg:person.014612672365.26
94 rdf:rest Nd94faeca93614c0ab8964ec20a557bf4
95 N34fefdd601ca48418290e85a8091bacc rdf:first sg:person.0733536233.17
96 rdf:rest N8832dfc22cd4487ebd9e0c927fb8c9ed
97 N358cffa5524c44e7840f9816c8c5f5e6 rdf:first sg:person.01256777750.72
98 rdf:rest Ndf1f7c8de8d749a38978652c9abf3a09
99 N3d72652dc5914c1fb57d6cda90f6a4a3 schema:affiliation Nee6910cbc2cc412da1167d53b06640b2
100 schema:familyName Srivastava
101 schema:givenName Puja
102 rdf:type schema:Person
103 N407e0adbab2e4843a2b6e8d3eb4b4f37 rdf:first sg:person.014611370571.05
104 rdf:rest Nf95ac0197edb4986ab2041ac0d4bec17
105 N426d87e2211843b9b64b806a9c4c9e94 rdf:first sg:person.0666225415.60
106 rdf:rest N24136c4e0bf34b66872f91d280c40274
107 N461faae6a846499292697f5face69ce9 rdf:first sg:person.011477337546.13
108 rdf:rest N358cffa5524c44e7840f9816c8c5f5e6
109 N4fac5ff1787645519e942c63d44b956a schema:name Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India
110 rdf:type schema:Organization
111 N51471c5881b245fcab562427237e9ab7 rdf:first N882b1cf2f2c747b7bf754c20ca4ab3a0
112 rdf:rest N461faae6a846499292697f5face69ce9
113 N546912f949f6434cbb6abb52df7c07f6 schema:affiliation N154776a4b0724d7fb25a6b71ec383a59
114 schema:familyName Ledesma-Ramires
115 schema:givenName Lourdes
116 rdf:type schema:Person
117 N547fa94c76f145e98c67113b58bd7c5f rdf:first N13817d21cb12427088b975233ce1a8f4
118 rdf:rest N98bf1ac8b07d4c6aa7ca33ec1fb1d3dc
119 N56db4a0190ce48dab7c4503000456222 schema:name Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India
120 rdf:type schema:Organization
121 N584db4ae8e944f37905981c971f7095c rdf:first sg:person.0652515415.20
122 rdf:rest N34fefdd601ca48418290e85a8091bacc
123 N5aa34e8a68ed4743baea1ad4cb1b1926 schema:affiliation Nb9c300bea06e4245bb9f6780824f397b
124 schema:familyName Kumar
125 schema:givenName Uttam
126 rdf:type schema:Person
127 N5fbad1efe8c64f0e8bfd8a88cccbc8d1 schema:affiliation N9aaf2366578d4fe5af2d8ac949aa1f5f
128 schema:familyName Imtiaz
129 schema:givenName Muhammad
130 rdf:type schema:Person
131 N6c7e3ecb29d3413d97bbb03a1bc2e35f rdf:first sg:person.01343516315.76
132 rdf:rest N2601d007a30947c0b013d4d97e1e8ba9
133 N6d165253627e4ec993bd3f342144d9b6 schema:name pubmed_id
134 schema:value 30131572
135 rdf:type schema:PropertyValue
136 N6e4715b9b22c41b79a3cdf30146238eb rdf:first sg:person.07415327035.86
137 rdf:rest N0792c6a16b314bb0962a581c0f6299f7
138 N6f6d97dbebb5427ab5f87961610c353e rdf:first sg:person.01261323426.43
139 rdf:rest Nc4fceaff3e3c47e094f1f2f377378d40
140 N6fb45864ccf3432fbac91b6692b03e4d schema:affiliation https://www.grid.ac/institutes/grid.473273.6
141 schema:familyName Moreno
142 schema:givenName Javier I.
143 rdf:type schema:Person
144 N73e1131a0fb042e8a7f8c2e09d2998f5 schema:name readcube_id
145 schema:value 0b71cbdb739a12efe58ae0857e1f09fdb774e358f436f2370e4deeac904c9a03
146 rdf:type schema:PropertyValue
147 N79b99770eeb443ac8a6f60ab63d5f273 schema:name Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India
148 rdf:type schema:Organization
149 N7c3d098c023c4784b4aecdb6eb984fe4 rdf:first sg:person.012601566314.14
150 rdf:rest Nc413a85e542a4fdab655d807ba5592de
151 N7f05efe064154afab45f6293ec149b69 schema:name Springer Nature - SN SciGraph project
152 rdf:type schema:Organization
153 N882b1cf2f2c747b7bf754c20ca4ab3a0 schema:affiliation https://www.grid.ac/institutes/grid.466936.8
154 schema:familyName Singh
155 schema:givenName Sanjay
156 rdf:type schema:Person
157 N8832dfc22cd4487ebd9e0c927fb8c9ed rdf:first N9e60cd91d59448a9b6c8152ea00d945d
158 rdf:rest Nccde6fcb4a3045ccab2b2636b1380d04
159 N8ac75f4d22254d59bf7f14745f7c6789 schema:name Nuclear Institute of Agriculture, 70050, Tando Jam, Sindh, Pakistan
160 rdf:type schema:Organization
161 N90b3956a3044464986d997482a5f0406 rdf:first sg:person.0766374326.45
162 rdf:rest Nec5ae17c4f9442c2b86c5905091ba239
163 N913f0c372c634c3bb2e0129beddea48a rdf:first N3d72652dc5914c1fb57d6cda90f6a4a3
164 rdf:rest N6f6d97dbebb5427ab5f87961610c353e
165 N91ca54c748d249a49dfeadb584b830eb rdf:first N6fb45864ccf3432fbac91b6692b03e4d
166 rdf:rest N6e4715b9b22c41b79a3cdf30146238eb
167 N94bfc867a1e44b70b905ce9cdd24d145 schema:name doi
168 schema:value 10.1038/s41598-018-30667-4
169 rdf:type schema:PropertyValue
170 N98bf1ac8b07d4c6aa7ca33ec1fb1d3dc rdf:first sg:person.01142742201.08
171 rdf:rest Nf22f133b550e44fa86b49ec14e760200
172 N9aaf2366578d4fe5af2d8ac949aa1f5f schema:name CIMMYT – Pakistan, NARC CSI Complex, Park Road, 44000, Islamabad, Pakistan
173 rdf:type schema:Organization
174 N9e60cd91d59448a9b6c8152ea00d945d schema:affiliation N1bdf3463f064493281c009c7e83f6502
175 schema:familyName Sharma
176 schema:givenName Achla
177 rdf:type schema:Person
178 Na0f72a4a47044da1b8ac9d3fac861a28 schema:affiliation https://www.grid.ac/institutes/grid.8273.e
179 schema:familyName Hall
180 schema:givenName Anthony
181 rdf:type schema:Person
182 Na112223f527f40eb9321167a9538868a schema:name INIFAP-CIRNO, Campo Experimental Norman E. Borlaug, Apdo. Postal 155, Km 12 Norman E. Borlaug, Cd. Obregon, 85000, Sonora, C.P., Mexico
183 rdf:type schema:Organization
184 Na742799ba6754280a8d703e47b603d47 rdf:first sg:person.0714767515.50
185 rdf:rest N584db4ae8e944f37905981c971f7095c
186 Nb61c413e288644238bf7c5c06c2562f8 schema:name Carretera Celaya-San Miguel de Allende, Km 0.6.5, C.P., 38110, Celaya, Guanajuato, Mexico
187 rdf:type schema:Organization
188 Nb9c300bea06e4245bb9f6780824f397b schema:name Borlaug Institute for South Asia (BISA), CIMMYT, Ladhowal, 141004, Punjab, India
189 rdf:type schema:Organization
190 Nbef209e7b375428fb89a509cd0bb159f schema:affiliation N4fac5ff1787645519e942c63d44b956a
191 schema:familyName Gupta
192 schema:givenName Naveen
193 rdf:type schema:Person
194 Nc337eaf015124a419f48ee0c4f45d85b schema:affiliation Nb61c413e288644238bf7c5c06c2562f8
195 schema:familyName Suaste-Franco
196 schema:givenName Maria P.
197 rdf:type schema:Person
198 Nc3d744bbe88645469f7ab4b7ea1e8ffc rdf:first sg:person.0710663744.48
199 rdf:rest Nc93d644041444f058529a00e98d0a9af
200 Nc413a85e542a4fdab655d807ba5592de rdf:first sg:person.07605275741.50
201 rdf:rest Nec9ab55c8e9d49118a156958745dfcbe
202 Nc4fceaff3e3c47e094f1f2f377378d40 rdf:first N0ec4baedfcbf447e8f88e8d927738ba8
203 rdf:rest N025523c511a24014b04b16b78638653e
204 Nc5a873d21aff471791852793cffe5ed1 rdf:first sg:person.01126237306.11
205 rdf:rest Na742799ba6754280a8d703e47b603d47
206 Nc93d644041444f058529a00e98d0a9af rdf:first sg:person.014212010750.70
207 rdf:rest N6c7e3ecb29d3413d97bbb03a1bc2e35f
208 Nccde6fcb4a3045ccab2b2636b1380d04 rdf:first Ncf276b3a42424e0c81efcc0a13965787
209 rdf:rest Ncd3478af5d1c4d8cabf9de012867bd96
210 Ncd3478af5d1c4d8cabf9de012867bd96 rdf:first sg:person.01120671123.29
211 rdf:rest Nc3d744bbe88645469f7ab4b7ea1e8ffc
212 Ncf276b3a42424e0c81efcc0a13965787 schema:affiliation https://www.grid.ac/institutes/grid.493271.a
213 schema:familyName Singh
214 schema:givenName Sanjay K.
215 rdf:type schema:Person
216 Nd94faeca93614c0ab8964ec20a557bf4 rdf:first N5aa34e8a68ed4743baea1ad4cb1b1926
217 rdf:rest N407e0adbab2e4843a2b6e8d3eb4b4f37
218 Nd9be03b18af94d909e399bca4ce055c7 rdf:first N546912f949f6434cbb6abb52df7c07f6
219 rdf:rest Ndaa2fe2765fc4e519054c4c1f106aa28
220 Ndaa2fe2765fc4e519054c4c1f106aa28 rdf:first Nc337eaf015124a419f48ee0c4f45d85b
221 rdf:rest N24b845070062413d8e1ad23f6c2222c4
222 Ndf1f7c8de8d749a38978652c9abf3a09 rdf:first sg:person.013270677030.09
223 rdf:rest N913f0c372c634c3bb2e0129beddea48a
224 Ne914af4a28184f718c23c8ed11340917 rdf:first sg:person.016530027761.14
225 rdf:rest N547fa94c76f145e98c67113b58bd7c5f
226 Nec5ae17c4f9442c2b86c5905091ba239 rdf:first Nbef209e7b375428fb89a509cd0bb159f
227 rdf:rest N7c3d098c023c4784b4aecdb6eb984fe4
228 Nec9ab55c8e9d49118a156958745dfcbe rdf:first sg:person.07741630315.24
229 rdf:rest Nd9be03b18af94d909e399bca4ce055c7
230 Nee6910cbc2cc412da1167d53b06640b2 schema:name Department Plant Breeding & Genetics, Punjab Agriculture University, 141004, Ludhiana, India
231 rdf:type schema:Organization
232 Nf22f133b550e44fa86b49ec14e760200 rdf:first Na0f72a4a47044da1b8ac9d3fac861a28
233 rdf:rest N1ed7bdc07b644f219927c24316b1ba17
234 Nf424517a1aad434e86f3edf55344f22a schema:issueNumber 1
235 rdf:type schema:PublicationIssue
236 Nf95ac0197edb4986ab2041ac0d4bec17 rdf:first sg:person.01274600533.83
237 rdf:rest N426d87e2211843b9b64b806a9c4c9e94
238 Nf998dc28c1e34a5d87b2767511265756 schema:name dimensions_id
239 schema:value pub.1106173764
240 rdf:type schema:PropertyValue
241 anzsrc-for:06 schema:inDefinedTermSet anzsrc-for:
242 schema:name Biological Sciences
243 rdf:type schema:DefinedTerm
244 anzsrc-for:0604 schema:inDefinedTermSet anzsrc-for:
245 schema:name Genetics
246 rdf:type schema:DefinedTerm
247 sg:journal.1045337 schema:issn 2045-2322
248 schema:name Scientific Reports
249 rdf:type schema:Periodical
250 sg:person.01065176734.37 schema:affiliation https://www.grid.ac/institutes/grid.418196.3
251 schema:familyName Pal
252 schema:givenName Dharam
253 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01065176734.37
254 rdf:type schema:Person
255 sg:person.01067742677.73 schema:affiliation Na112223f527f40eb9321167a9538868a
256 schema:familyName Fuentes-Dávila
257 schema:givenName Guillermo
258 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01067742677.73
259 rdf:type schema:Person
260 sg:person.01120671123.29 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
261 schema:familyName Sansaloni
262 schema:givenName Carolina P.
263 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01120671123.29
264 rdf:type schema:Person
265 sg:person.01126237306.11 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
266 schema:familyName Singh
267 schema:givenName Sukhwinder
268 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01126237306.11
269 rdf:type schema:Person
270 sg:person.01142742201.08 schema:affiliation N56db4a0190ce48dab7c4503000456222
271 schema:familyName Bains
272 schema:givenName Navtej S.
273 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01142742201.08
274 rdf:type schema:Person
275 sg:person.01145446705.92 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
276 schema:familyName Pixley
277 schema:givenName Kevin V.
278 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01145446705.92
279 rdf:type schema:Person
280 sg:person.011477337546.13 schema:affiliation https://www.grid.ac/institutes/grid.5254.6
281 schema:familyName Shokat
282 schema:givenName Sajid
283 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011477337546.13
284 rdf:type schema:Person
285 sg:person.01256777750.72 schema:affiliation https://www.grid.ac/institutes/grid.469967.3
286 schema:familyName Arif
287 schema:givenName Mian A. R.
288 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01256777750.72
289 rdf:type schema:Person
290 sg:person.012601566314.14 schema:affiliation N2a2457c643bb496680b6d8e295bb4cec
291 schema:familyName Sidhu
292 schema:givenName Harminder S.
293 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012601566314.14
294 rdf:type schema:Person
295 sg:person.01261323426.43 schema:affiliation https://www.grid.ac/institutes/grid.435643.3
296 schema:familyName Bhavani
297 schema:givenName Sridhar
298 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01261323426.43
299 rdf:type schema:Person
300 sg:person.01274600533.83 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
301 schema:familyName Crossa
302 schema:givenName Jose
303 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01274600533.83
304 rdf:type schema:Person
305 sg:person.013270677030.09 schema:affiliation N8ac75f4d22254d59bf7f14745f7c6789
306 schema:familyName Laghari
307 schema:givenName Khalil A.
308 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013270677030.09
309 rdf:type schema:Person
310 sg:person.01343516315.76 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
311 schema:familyName Ortiz
312 schema:givenName Cynthia
313 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01343516315.76
314 rdf:type schema:Person
315 sg:person.013606451276.34 schema:affiliation https://www.grid.ac/institutes/grid.418196.3
316 schema:familyName Singh
317 schema:givenName Vaibhav K.
318 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013606451276.34
319 rdf:type schema:Person
320 sg:person.013762213256.28 schema:affiliation N085126526d4d4d4d8c476b91e4f819df
321 schema:familyName Solis-Moya
322 schema:givenName Ernesto
323 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013762213256.28
324 rdf:type schema:Person
325 sg:person.014212010750.70 schema:affiliation https://www.grid.ac/institutes/grid.421605.4
326 schema:familyName Brabbs
327 schema:givenName Thomas
328 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014212010750.70
329 rdf:type schema:Person
330 sg:person.014611370571.05 schema:affiliation https://www.grid.ac/institutes/grid.411939.7
331 schema:familyName Chaudhary
332 schema:givenName Harinder K.
333 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014611370571.05
334 rdf:type schema:Person
335 sg:person.014612672365.26 schema:affiliation https://www.grid.ac/institutes/grid.440691.e
336 schema:familyName Jaiswal
337 schema:givenName Jai P.
338 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014612672365.26
339 rdf:type schema:Person
340 sg:person.016530027761.14 schema:affiliation N79b99770eeb443ac8a6f60ab63d5f273
341 schema:familyName Sohu
342 schema:givenName Virinder S.
343 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016530027761.14
344 rdf:type schema:Person
345 sg:person.0652515415.20 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
346 schema:familyName Sehgal
347 schema:givenName Deepmala
348 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0652515415.20
349 rdf:type schema:Person
350 sg:person.0666225415.60 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
351 schema:familyName Payne
352 schema:givenName Thomas S.
353 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0666225415.60
354 rdf:type schema:Person
355 sg:person.0710663744.48 schema:affiliation https://www.grid.ac/institutes/grid.421605.4
356 schema:familyName Joynson
357 schema:givenName Ryan
358 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0710663744.48
359 rdf:type schema:Person
360 sg:person.0714767515.50 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
361 schema:familyName Vikram
362 schema:givenName Prashant
363 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0714767515.50
364 rdf:type schema:Person
365 sg:person.0733536233.17 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
366 schema:familyName Burgueño
367 schema:givenName Juan
368 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0733536233.17
369 rdf:type schema:Person
370 sg:person.07415327035.86 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
371 schema:familyName Sonder
372 schema:givenName Kai
373 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07415327035.86
374 rdf:type schema:Person
375 sg:person.07605275741.50 schema:affiliation https://www.grid.ac/institutes/grid.411939.7
376 schema:familyName Basandrai
377 schema:givenName Ashwani K.
378 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07605275741.50
379 rdf:type schema:Person
380 sg:person.0766374326.45 schema:affiliation https://www.grid.ac/institutes/grid.433436.5
381 schema:familyName Govindan
382 schema:givenName Velu
383 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0766374326.45
384 rdf:type schema:Person
385 sg:person.07741630315.24 schema:affiliation https://www.grid.ac/institutes/grid.411939.7
386 schema:familyName Basandrai
387 schema:givenName Daisy
388 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07741630315.24
389 rdf:type schema:Person
390 sg:pub.10.1007/bf00126756 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025708977
391 https://doi.org/10.1007/bf00126756
392 rdf:type schema:CreativeWork
393 sg:pub.10.1007/s00122-014-2445-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022058665
394 https://doi.org/10.1007/s00122-014-2445-1
395 rdf:type schema:CreativeWork
396 sg:pub.10.1007/s10722-011-9775-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002159892
397 https://doi.org/10.1007/s10722-011-9775-5
398 rdf:type schema:CreativeWork
399 sg:pub.10.1007/s11104-011-1104-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029503680
400 https://doi.org/10.1007/s11104-011-1104-4
401 rdf:type schema:CreativeWork
402 sg:pub.10.1038/nature22011 schema:sameAs https://app.dimensions.ai/details/publication/pub.1084128628
403 https://doi.org/10.1038/nature22011
404 rdf:type schema:CreativeWork
405 sg:pub.10.1038/ng.3439 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020724405
406 https://doi.org/10.1038/ng.3439
407 rdf:type schema:CreativeWork
408 sg:pub.10.1038/srep23092 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001287744
409 https://doi.org/10.1038/srep23092
410 rdf:type schema:CreativeWork
411 sg:pub.10.1038/srep41247 schema:sameAs https://app.dimensions.ai/details/publication/pub.1074246940
412 https://doi.org/10.1038/srep41247
413 rdf:type schema:CreativeWork
414 sg:pub.10.1186/1471-2156-12-89 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006135375
415 https://doi.org/10.1186/1471-2156-12-89
416 rdf:type schema:CreativeWork
417 sg:pub.10.1186/gb-2006-7-4-212 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047333334
418 https://doi.org/10.1186/gb-2006-7-4-212
419 rdf:type schema:CreativeWork
420 https://doi.org/10.1016/j.fcr.2007.02.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043207948
421 rdf:type schema:CreativeWork
422 https://doi.org/10.1016/j.plantsci.2015.08.021 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007913151
423 rdf:type schema:CreativeWork
424 https://doi.org/10.1016/j.pnsc.2008.02.017 schema:sameAs https://app.dimensions.ai/details/publication/pub.1021198415
425 rdf:type schema:CreativeWork
426 https://doi.org/10.1086/519795 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019061180
427 rdf:type schema:CreativeWork
428 https://doi.org/10.1093/bioinformatics/btm308 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028217957
429 rdf:type schema:CreativeWork
430 https://doi.org/10.1093/jxb/erl250 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001491264
431 rdf:type schema:CreativeWork
432 https://doi.org/10.1093/jxb/erv122 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002359889
433 rdf:type schema:CreativeWork
434 https://doi.org/10.1101/gr.454902 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022194002
435 rdf:type schema:CreativeWork
436 https://doi.org/10.1105/tpc.009308 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001790772
437 rdf:type schema:CreativeWork
438 https://doi.org/10.1111/j.1365-3040.2012.02588.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1035888263
439 rdf:type schema:CreativeWork
440 https://doi.org/10.1111/j.1399-3054.2009.01290.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1038011134
441 rdf:type schema:CreativeWork
442 https://doi.org/10.1111/pce.12888 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028319287
443 rdf:type schema:CreativeWork
444 https://doi.org/10.1126/science.1069424 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010139737
445 rdf:type schema:CreativeWork
446 https://doi.org/10.1139/cjr48c-033 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007686323
447 rdf:type schema:CreativeWork
448 https://doi.org/10.1214/aos/1176344136 schema:sameAs https://app.dimensions.ai/details/publication/pub.1044872629
449 rdf:type schema:CreativeWork
450 https://doi.org/10.1371/journal.pone.0063107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001670628
451 rdf:type schema:CreativeWork
452 https://doi.org/10.1371/journal.pone.0132112 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003883546
453 rdf:type schema:CreativeWork
454 https://doi.org/10.1371/journal.pone.0148671 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013110905
455 rdf:type schema:CreativeWork
456 https://doi.org/10.2135/cropsci1994.0011183x003400040023x schema:sameAs https://app.dimensions.ai/details/publication/pub.1069024256
457 rdf:type schema:CreativeWork
458 https://doi.org/10.3389/fpls.2017.00281 schema:sameAs https://app.dimensions.ai/details/publication/pub.1084434233
459 rdf:type schema:CreativeWork
460 https://doi.org/10.3389/fpls.2017.01534 schema:sameAs https://app.dimensions.ai/details/publication/pub.1091485551
461 rdf:type schema:CreativeWork
462 https://www.grid.ac/institutes/grid.411939.7 schema:alternateName Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishvavidyalaya
463 schema:name CSK Himachal Pradesh Agricultural University Palampur, 176062, Palampur, Himachal Pradesh, India
464 rdf:type schema:Organization
465 https://www.grid.ac/institutes/grid.418196.3 schema:alternateName Indian Agricultural Research Institute
466 schema:name ICAR-Indian Agricultural Research Institute (IARI), 110 012, New Delhi, India
467 ICAR-Indian Agricultural Research Institute, Regional Station, 171004, Shimla, India
468 rdf:type schema:Organization
469 https://www.grid.ac/institutes/grid.421605.4 schema:alternateName Earlham Institute
470 schema:name Earlham Institute, NR4 7UG, Norwich, Norfolk, UK
471 rdf:type schema:Organization
472 https://www.grid.ac/institutes/grid.433436.5 schema:alternateName International Maize and Wheat Improvement Center
473 schema:name International Maize and Wheat Improvement Center (CIMMYT), Carretera México-Veracruz Km. 45, El Batán, 56237, Texcoco, C.P., Mexico
474 rdf:type schema:Organization
475 https://www.grid.ac/institutes/grid.435643.3 schema:alternateName World Agroforestry Centre
476 schema:name CIMMYT - World Agroforestry Centre (ICRAF), United Nations Avenue, Gigiri. P.O. Box 1041–00621, Nairobi, Kenya
477 rdf:type schema:Organization
478 https://www.grid.ac/institutes/grid.440691.e schema:alternateName Govind Ballabh Pant University of Agriculture and Technology
479 schema:name Department of Genetics and Plant Breeding, G.B. Pant University of Agriculture & Technology, 263145, Pantnagar, Uttarakhand, India
480 rdf:type schema:Organization
481 https://www.grid.ac/institutes/grid.466936.8 schema:alternateName National Research Centre on Plant Biotechnology
482 schema:name National Research Center for Plant Biotechnology, 110 012, New Delhi, India
483 rdf:type schema:Organization
484 https://www.grid.ac/institutes/grid.469967.3 schema:alternateName Nuclear Institute for Agriculture and Biology
485 schema:name Nuclear Institute for Agriculture and Biology, 38000, Faislabad, Pakistan
486 rdf:type schema:Organization
487 https://www.grid.ac/institutes/grid.473273.6 schema:alternateName Instituto Nacional de Investigaciones Forestales Agrícolas y Pecuarias
488 schema:name INIFAP, Interior Parque Los Colomos S/N, Colonia Providencia, CP, 44660, Guadalajara, Jalisco, Mexico
489 rdf:type schema:Organization
490 https://www.grid.ac/institutes/grid.493271.a schema:alternateName Indian Institute of Wheat and Barley Research
491 schema:name ICAR-Indian Institute of Wheat and Barley Research, 132001, Karnal, India
492 rdf:type schema:Organization
493 https://www.grid.ac/institutes/grid.5254.6 schema:alternateName University of Copenhagen
494 schema:name Department of Plant and Environmental Sciences, Crop Science, University of Copenhagen, Højbakkegård Allé 13, DK-2630, Taastrup, Denmark
495 Nuclear Institute for Agriculture and Biology, 38000, Faislabad, Pakistan
496 rdf:type schema:Organization
497 https://www.grid.ac/institutes/grid.8273.e schema:alternateName University of East Anglia
498 schema:name Earlham Institute, NR4 7UG, Norwich, Norfolk, UK
499 School of Biological Sciences, University of East Anglia, Norwich Research Park, NR4 7TJ, Norwich, UK
500 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...