Assessing realized genetic gains in biofortified cassava breeding for over a decade: Enhanced nutritional value and agronomic performance

被引:0
作者
Delgado, Luis Fernando [1 ]
Moreta, Danilo E. [1 ]
Morante, Nelson [1 ]
Lenis, Jorge Ivan [1 ]
Aparicio, Johan Steven [2 ]
Londono, Luis Fernando [1 ]
Salazar, Sandra Milena [1 ]
Tran, Thierry [1 ,3 ,4 ]
Ospina, Maria Alejandra [1 ]
Melendez, Jorge Luis Luna [1 ]
Alzate, Jhon Larry Moreno [1 ]
Vargas, Hernan Camilo [1 ]
Duran, Lizbeth Pino [1 ]
Alpala, Elvia Amparo Rosero [5 ]
Zhang, Xiaofei [1 ]
机构
[1] Int Ctr Trop Agr, Cassava Program, Cali, Colombia
[2] Univ Wisconsin, Dept Plant & Agroecosyst Sci, Madison, WI USA
[3] UMR QualiSud, CIRAD, Montpellier, France
[4] Univ Montpellier, Avignon Univ, Univ La Reunion, Inst Agro,Qualisud,CIRD, Montpellier, France
[5] Corp Colombiana Invest Agr AGROSAVIA, Cerete, Colombia
关键词
BETA-CAROTENE CONTENT; DRY-MATTER; INBREEDING DEPRESSION; STAPLE FOOD; SHELF-LIFE; ROOTS; PROVITAMIN; SELECTION; CROPS; TRAITS;
D O I
10.1002/csc2.21369
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Biofortified cassava (Manihot esculenta) plays a crucial role in enhancing the nutritional value of this essential staple, particularly in regions with limited dietary diversity and prevalent nutritional deficiencies. The cassava program at the International Center of Tropical Agriculture has dedicated over a decade to increase beta-carotene content in biofortified cassava, simultaneously focusing on improving yield, dry matter, and plant architecture. This paper presents realized genetic gains in biofortified cassava by analyzing the data from replicated multilocation breeding yield trials at the target population of environments spanning a 10-year period (2013-2022). Following data curation, we observed significant positive genetic gains per year for beta-carotene content (7.03%), fresh yield (4.15%), dry matter content (0.55%), and height at the first branch (1.29%). A negative correlation between beta-carotene content and dry matter content was observed within 78% of trials. Moreover, our study uncovered a significant negative correlation between beta-carotene content and fresh root yield (r = -0.22, p < 0.01) and an unfavorable positive correlation between beta-carotene content and the number of branches (r = 0.23, p < 0.01). Such negative correlations between beta-carotene content and farm-preferred traits presented substantial challenges for the development of biofortified cassava varieties. This research showed significant genetic gains and navigated the complexities of biofortified cassava development, providing breeding insights to enhance nutritional value while optimizing agronomic performance.
引用
收藏
页码:3242 / 3258
页数:17
相关论文
共 78 条
  • [1] Abincha W., 2020, Journal of Scientific Agriculture, P55, DOI DOI 10.25081/JSA.2020.V4.6196
  • [2] Genetic mapping of a dominant gene conferring resistance to cassava mosaic disease
    Akano, AO
    Dixon, AGO
    Mba, C
    Barrera, E
    Fregene, M
    [J]. THEORETICAL AND APPLIED GENETICS, 2002, 105 (04) : 521 - 525
  • [3] Akhtar S, 2013, J HEALTH POPUL NUTR, V31, P413
  • [4] High-Resolution Linkage Map and Chromosome-Scale Genome Assembly for Cassava (Manihot esculenta Crantz) from 10 Populations
    Alaba, Oluwafemi A.
    Bredeson, Jessen V.
    Egesi, Chiedozie N.
    Esuma, Williams
    Ezenwaka, Lydia
    Ferguson, Morag E.
    Ha, Cindy M.
    Hall, Megan
    Herselman, Liezel
    Ikpan, Andrew
    Kafiriti, Elly
    Kanju, Edward
    Kapinga, Fortunus
    Karugu, Arthur
    Kawuki, Robert
    Kimata, Bernadetha
    Kimurto, Paul
    Kulakow, Peter
    Kulembeka, Heneriko
    Kusolwa, Paul
    Lyons, Jessica B.
    Masumba, Esther
    van de Merwe, Albe
    Mkamilo, Geoffrey
    Myburg, Alexander A.
    Nwaogu, Ahamefule
    Nzuki, Inosters
    Olasanmi, Bunmi
    Okogbenin, Emmanuel
    Onyegbule, Onyeyirichi
    Owuoche, James
    Pariyo, Anthony
    Prochnik, Simon E.
    Rabbi, Ismail Y.
    Rokhsar, Daniel S.
    Rounsley, Steve
    Salum, Kasele
    Shuaibu, Kahya S.
    Sichalwe, Caroline
    Stephen, Mary
    [J]. G3-GENES GENOMES GENETICS, 2015, 5 (01): : 133 - 144
  • [5] Near-infrared spectroscopy applications for high-throughput phenotyping for cassava and yam: A review
    Alamu, Emmanuel Oladeji
    Nuwamanya, Ephraim
    Cornet, Denis
    Meghar, Karima
    Adesokan, Michael
    Tran, Thierry
    Belalcazar, John
    Desfontaines, Lucienne
    Davrieux, Fabrice
    [J]. INTERNATIONAL JOURNAL OF FOOD SCIENCE AND TECHNOLOGY, 2021, 56 (03) : 1491 - 1501
  • [6] AlShamaa K., 2023, QBMS QUERY BREEDING
  • [7] Flower-inducing technology facilitates speed breeding in cassava
    Barinas Rodrmguez, Erika Paola
    Morante, Nelson
    Salazar, Sandra
    Hyde, Peter T. T.
    Setter, Tim L. L.
    Kulakow, Peter
    Steven Aparicio, Johan
    Zhang, Xiaofei
    [J]. FRONTIERS IN PLANT SCIENCE, 2023, 14
  • [8] Fitting Linear Mixed-Effects Models Using lme4
    Bates, Douglas
    Maechler, Martin
    Bolker, Benjamin M.
    Walker, Steven C.
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01): : 1 - 48
  • [9] High-Throughput Phenotyping and Improvements in Breeding Cassava for Increased Carotenoids in the Roots
    Belalcazar, John
    Dufour, Dominique
    Andersson, Meike S.
    Pizarro, Monica
    Luna, Jorge
    Londono, Luis
    Morante, Nelson
    Jaramillo, Angelica M.
    Pino, Lizbeth
    Becerra Lopez-Lavalle, Luis A.
    Davrieux, Fabrice
    Talsma, Elise F.
    Ceballos, Hernan
    [J]. CROP SCIENCE, 2016, 56 (06) : 2916 - 2925
  • [10] Phenotypic diversity and selection in biofortified cassava germplasm for yield and quality root traits
    Bessa de Carvalho, Ravena Rocha
    Sousa, Massaine Bandeira E.
    de Oliveira, Luciana Alves
    de Oliveira, Eder Jorge
    [J]. EUPHYTICA, 2022, 218 (12)