Abstract
The objective of this study was to identify the aptitude of sweet potato genotypes derived from botanical seeds and select them for the aptitudes human consumption, ethanol production, and animal feed through separate indices. A row–column incomplete block design was used, restricting relatedness in the draw. A total of 1604 half-sib genotypes resulting from recombination of 55 clones from the germplasm collection of the Federal University of Lavras were evaluated. The accessions UFVJM 58 and UFVJM 61 were used as controls, for a total of 1606 treatments. The aptitude indices corresponded to the mean values of the 10 traits evaluated, with weights assigned to each trait according to the aptitude of interest. The data of all three aptitudes were transformed and standardized. Then, using the Zi index and with 2.5% selection pressure, the most promising genotypes were selected through the best linear unbiased predictor according to the traits evaluated and the aptitude of interest. Sixty genotypes were selected (out of 1604 tested) based on one or more of the three reported aptitudes: 25 showed a single aptitude, whereas 20 showed dual aptitude and 15 showed triple. The data obtained will provide information for breeding programmes of the sweet potato crop. There is great genetic variability for the traits evaluated, facilitating the selection of new genotypes, with the possibility of obtaining new cultivars important for national food sovereignty and making a significant social contribution.
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References
Amaro GB, Fernandes FR, Silva GO, Mello AFS, Castro LAS (2017) Desempenho de cultivares de batata-doce na região do Alto Paranaíba-MG. Hort Bras 35:286–291. https://doi.org/10.1590/S0102-053620170221
Andrade Júnior VC, Viana DJS, Fernandes JSC, Figueiredo JÁ, Nunes UR, Neiva IP (2009) Selection of sweet potato clones for the region Alto Vale do Jequitinhonha. Hort Bras 27:389–393. https://doi.org/10.1590/S0102-05362009000300024
Andrade Júnior VC, Viana DJS, Pinto NAVD, Ribeiro KG, Pereira RC, Neiva IP, Azevedo AM, Andrade PCR (2012) Características produtivas e qualitativas de ramas e raízes de batata-doce. Hort Bras 30:584–589. https://doi.org/10.1590/S0102-05362012000400004
Andrade Júnior VC, Elsayed A, Azevedo A, Santos E, Ferreira M (2018) Potencial quantitativo e qualitativo de genótipos batata-doce. Rev Sci Agrar 19:28–35. https://doi.org/10.5380/rsa.v19i1.50158
Azevedo SM, Maluf WR, Silveira MA, Freitas JA (2002) Reação de clones de batata-doce aos insetos de solo. Ciênc Agrotec 26:545–549
Azevedo AM, Andrade Júnior VC, Viana DJS, Elsayed A, Pedrosa CE, Neiva IP, Figueiredo JA (2014) Influence of harvest time and cultivation sites on the productivity and quality of sweet potato. Hortic Bras 32:21–27. https://doi.org/10.1590/S0102-05362014000100004
Azevedo MA, Andrade Júnior VC, Figueiredo JA, Pedrosa CE, Viana DJS, Lemos VT, Neiva IP (2015) Divergência genética e importância de caracteres em genótipos de batata-doce visando a produção de silagem. Rev Bras Ciênc Agrar 10:479–484. https://doi.org/10.5039/agraria.v10i3a5165
Bennett BC (2015) Subsistence farming in Southern Florida (1840–1940): the importance of sweet potato-in memory of Daniel F Austin. Econ Bot 169:185–198. https://doi.org/10.1007/s12231-015-9312-0
Bernardo R (2002) Breeding for quantitative traits in plant. Stemma Press, Woodbury
BNDES - Banco Nacional do Desenvolvimento. BIOETANOL de cana-de-açúcar: energia para o desenvolvimento sustentável. Rio de Janeiro: BNDES, 2008. 316 p. Accessed 27 Mar 2019 Disponível em: http://www.bioetanoldecana.org/pt/download/bioetanol.pdf
Borges V, Ferreira PV, Soares L, Santos GM, Santos AMM (2010) Seleção de clones de batata-doce pelo procedimento REML/BLUP. Acta Sci Agron 32:643–649. https://doi.org/10.4025/actasciagron.v32i4.4837
Box G, Cox D (1964) An analysis of transformations. J R Stat Soc 26:211–252. https://doi.org/10.1111/j.2517-6161.1964.tb00553.x
Bueno Filho JSS, Vencovsky R (2000) Alternativas de análise de ensaios em látice no melhoramento vegetal. Pesqui Agropecu Bras 35:259–269. https://doi.org/10.1590/S0100-204X2000000200004
Camargo LKP, Resende JTV, Mógor AF, Camargo CK, Kurchaidt SM (2016) Uso de índice de seleção na identificação de genótipos de batata doce com diferentes aptidões. Horticul Bras 34:514–519. https://doi.org/10.1590/s0102-053620160410
CEAGESP (2014) N-842. Normas de Classificação—Programa brasileiro para a modernização da horticultura.V. 1, n. 1 (2003-),—São Paulo: PBMH, 2003-V.12,. n.2, jul.\ dez. 2014. 08 p.: il.: 30 cm. ISNN 2237-6666. Accessed 22 Jun 2019 Disponível em: http://www.ceagesp.gov.br/wp-content/uploads/2015/07/batata_doce.pdf
CFSEMG—Comissão de Fertilidade do Solo do Estado de Minas Gerais (1999) Recomendações para o uso de corretivos e fertilizantes em Minas Gerais: 5a Aproximação. Editora UFV, Viçosa
CIP (2001) Centro Internacional De La Papa. Sweet potato facts., Lima. Accessed 23 Jun 2019 Disponível em: http://www.cipotato.org/market/Sweetpfacts/swtpfact.htm
CIP (2009) Centro Internacional De La Papa. Plant breeding and farmer participation. chapter 13, Selection methods Part 5: Breeding clonally propagated crops. Cross Ref View Record in Scopus. CIP, International Potato Center (Annual Report—Embracing the SDGs in, 2015 : CIP, International Potato Center (Annual Report–Embracing the SDGs in 2015), CIP
Costa C, Creste CR, Arrigoni MD, Silveira AC, Magalhães RGJ, Bicudo SJ (2000) Potencial para ensilagem, composição química e qualidade da silagem de milho com diferentes proporções de espigas. Acta Sci Anim Sci 22:835–841. https://doi.org/10.4025/actascianimsci.v22i0.3231
Donato LMS, Andrade Júnior VC, Brito OG, Fialho CMT, Silva AJM, Azevedo AM (2020) Uso de ramas de batata-doce para produção de feno. Ciênc Anim Bras 21:e53493. https://doi.org/10.1590/1809-6891v21e-53493
Faostat. Food and Agriculture Organization of the United Nations Statistics Division: Sweet Potatoes. Accessed 17 Apr 2018 Disponível em: http://www.fao.org/faostat/en/#data/QC/visualize
Federer WT (1956) Augmented (or hoonuiaku) designs. HSPA 55:191–208
Fernandes GF, Evangelista AF, Borges LS (2016) Potencial de espécies forrageiras para produção de silagem: revisão de literatura. Nutritime 13:4652–4656
Ferreira MAM, Andrade Júnior VC, Oliveira AJM, Ferreira EA, Brito OG, Silva LR (2019a) Physiological characterization of plant growth in sweet potato. Hort Bras 37:112–118. https://doi.org/10.1590/s0102-053620190118
Ferreira EA, Pereira GAM, Alves DP, Agazzi LRA, Silva DV, Andrade Júnior VC (2019b) Capacidades fisiológicas e produção de matéria seca de acessos de batata-doce batata-doce. Cult Agron 28:493–504. https://doi.org/10.32929/2446-8355.2019v28n4p493-504
Figueiredo JA, Andrade Júnior VC, Pereira RC, Ribeiro KG, Viana DJS, Neiva IP (2012) Avaliação de silagens de ramas de batata-doce. Horticul Bras 30:708–712. https://doi.org/10.1590/S0102-05362012000400024
Folquer F (1978) La batata (camote): estudo de la planta y su producción comercial. Editorial Hemisfério Sur, Buenos Aires
Gobbi K, Lugão S, Bett V, Abrahão J, Tacaiama A (2018) Massa de forragem e características morfológicas de gramíneas do gênero Brachiaria na região do Arenito Caiuá/PR. Bol Ind Anim 75:1–9. https://doi.org/10.17523/bia.2018.v75.e1407
Gonçalves Neto AC, Maluf WR, Gomes LAA, Gonçalves RJS, Silva VF, Lasmar A (2011) Aptidões de genótipos de batata-doce para consumo humano, produção de etanol e alimentação animal. Pesqui Agropecu Bras 46:1513–1520. https://doi.org/10.17523/bia.2018.v75.e1407
Gonçalves Neto AC, Maluf WR, Gomes LAA, Maciel GM, Ferreira RPD, Carvalho RC (2012) Correlação entre caracteres e estimação de parâmetros populacionais para batata-doce. Horticul Bras 30:713–719. https://doi.org/10.1590/S0102-05362012000400025
Guimarães TP, Peron HJMC, Silva DB, Moreira KKG, Neves Neto JT, Silva BMN, Santos FC (2015) Exigências Proteicas para bovinos de corte. Multi Sci J 1:90–99. https://doi.org/10.33837/msj.v1i1.43
Henderson CR (1984) Aplications of linear models in animal breeding. University of Guelph, Guelph
Huamán Z (1992) Systematic botany and morphology of the sweet potato plant. CIP Tech Info Bull 25:1–25
Huamán Z (1999) Sweet potato germplasm management training manual. International Potato Center (CIP), Lima
King JR, Bamford R (1937) The chromosome number in Ipomea and related genera. J Hered 28:279–282. https://doi.org/10.1093/oxfordjournals.jhered.a104385
Laurie SM, Faber M, Claasen N (2017) Incorporating orange-fleshed sweet potato into the food system as a strategy for improved nutrition: the context of South Africa. Food Res Inter 104:77–85. https://doi.org/10.1016/j.foodres.2017.09.016
Lovatelli C (2014) Biodiesel: impactos positivos do aumento da mistura. Agroanalysis 34:30–31
Monteiro AB, Massaroto JA, Gasparino CF, Silva RR, Gomes LAA, Maluf WR, Silva Filho JC (2007) Silagens de cultivares e clones de batata doce para alimentação animal visando sustentabilidade da produção agrícola familiar. Rev Bras De Agroecologia 2:978–981
Neumann M, Leão GF, Coelho MG, Figueira DN, Spada CA, Perussolo LF (2017) Aspectos produtivos, nutricionais e bioeconômicos de híbridos de milho para produção de silagem. Arch Zootec 66:51–57. https://doi.org/10.21071/az.v66i253.2125
Pellegrini C (2014) The shochu handbook: an introduction to Japan’s indigenous distilled drink. Telemachus Press, Dublin
Pietrosemoli S, Moron-Fuenmayor OE, Paez A, Villamide MJ (2016) Effect of including sweet potato (Ipomoea batatas Lam) meal in finishing pig diets on growth performance, carcass traits and pork quality. Anim Sci J 87:1281–1290. https://doi.org/10.1111/asj.12546
R Core Team (2018) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Rossel G, Espinoza C, Javier M, Tay D (2008) Directrizes de regeneração: batata-doce. In: Dulloo ME, Thormann I, Jorge MA, Hanson J (eds) Crop specific regeneration guidelines [CD-ROM]. CGIAR System-wide Genetic Resource Programme (SGRP), Rome
Santos HG, Jacomine PKT, Anjos LHC, Oliveira VA, Lumbreras JF, Coelho MR, Almeida JÁ, Cunha TJF, Oliveira JB (2013) Sistema brasileiro de classificação de solos. Embrapa, Brasília
Schweinberger CM, Putti TR, Susin GB, Trierweiler JO, Trierweiler LF (2016) Ethanol production from sweet potato: the effect of ripening, comparison of two heating methods, and cost analysis. Can J Chem Eng 94:716–724. https://doi.org/10.1002/cjce.22441
Silveira MA (2008) Batata-doce: uma nova alternativa para a produção de etanol. Instituto Euvaldo Lodi, Brasília
Sun Y, Pan Z, Yang C, Jia Z, Guo X (2019) Comparative assessment of phenolic profiles, cellular antioxidant and antiproliferative activities in ten varieties of sweet potato (Ipomoea batatas) storage roots. Molecules 24:1–13. https://doi.org/10.3390/molecules24244476
SWEET POTATO. In-depth nutrient profile (2014) Disponível em: Accessed 8 Sept 2018 http://www.whfoods.com/genpage.phptname=nutrientprofile&dbid=128
Torquato-Tavares A, Nascimento IR, Pascual-Reyes ID, Santana WR, Silveira MA (2017) Potential for sweet potato (Ipomoea batatas (L.) Lam.) single crosses to improve ethanol production. Rev Chapingo Ser Hortic 23:59–74. https://doi.org/10.5154/r.rchsh.2016.05.013
Viana DJS, Andrade Júnior VC, Ribeiro KG, Pinto NAVD, Neiva IP, Figueiredo JA, Lemos VT, Pedrosa CE, Azevedo AM (2011) Potencial de silagens de ramas de batata-doce para alimentação animal. Cienc Rural 41:1466–1471. https://doi.org/10.1590/S0103-84782011000800027
Viana DJS, Pinto SSS, Dias KPF, Nelson DL, Pantoja LA, Pinto NAVD, Andrade Júnior VC, Santos AS (2017) Evaluation of productivity of sweet potato genotypes for first and second generation bioethanol production. Afr J Biotechnol 16:2289–2298. https://doi.org/10.5897/AJB2017.16083
Vieira AD, Miranda VC, Alves AF, Tavares AT, Momenté VG (2015) Agronomic evaluation of clones of sweet potato with potential for ethanol production. Appl Res Agrotec 8:69–74. https://doi.org/10.5935/PAeT.V8.N1.08
Vizzotto M, Pereira ES, Vinholes JR, Munhoz PC, Ferri NML, Castro LAS, Krolow ACR (2017) Physicochemical and antioxidant capacity analysis of coloreds weet potato genotypes: in natura and thermally processed. Cienc Rural 47:1–8. https://doi.org/10.1590/0103-8478cr20151385
Zhang X, Yang Y, Wu Z, Weng P (2016) The modulatory effect of anthocyanins from purple sweet potato on human intestinal microbiota in vitro. J Agric Food Chem 64:2582–2590. https://doi.org/10.1021/acs.jafc.6b00586
Acknowledgements
The authors thank CNPq and FAPEMIG for the financial resources and scholarships provided for the project. The present study was conducted with the support of the Brazilian Federal Agency for the Support and Evaluation of Graduate Education (CAPES)—Funding Code 001.
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The present study was conducted with the support of the Brazilian Federal Agency for the Support and Evaluation of Graduate Education (CAPES)—Funding Code 001.
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de Oliveira Silva, J.C., de Andrade Júnior, V.C., de Sousa Bueno Filho, J.S. et al. Mixed model-based indices for selection of sweet potato genotypes for different agronomic aptitudes. Euphytica 218, 86 (2022). https://doi.org/10.1007/s10681-022-03033-9
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DOI: https://doi.org/10.1007/s10681-022-03033-9