Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato
Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage...
Ausführliche Beschreibung
Autor*in: |
Immaculate Mugisa [verfasserIn] Jeninah Karungi [verfasserIn] Paul Musana [verfasserIn] Roy Odama [verfasserIn] Agnes Alajo [verfasserIn] Doreen M. Chelangat [verfasserIn] Milton O. Anyanga [verfasserIn] Bonny M. Oloka [verfasserIn] Iara Gonçalves dos Santos [verfasserIn] Herbert Talwana [verfasserIn] Mildred Ochwo-Ssemakula [verfasserIn] Richard Edema [verfasserIn] Paul Gibson [verfasserIn] Reuben Ssali [verfasserIn] Hugo Campos [verfasserIn] Bode A. Olukolu [verfasserIn] Guilherme da Silva Pereira [verfasserIn] Craig Yencho [verfasserIn] Benard Yada [verfasserIn] |
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E-Artikel |
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Sprache: |
Englisch |
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2022 |
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In: Frontiers in Plant Science - Frontiers Media S.A., 2011, 13(2022) |
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Übergeordnetes Werk: |
volume:13 ; year:2022 |
Links: |
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DOI / URN: |
10.3389/fpls.2022.956936 |
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Katalog-ID: |
DOAJ084587024 |
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520 | |a Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. | ||
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10.3389/fpls.2022.956936 doi (DE-627)DOAJ084587024 (DE-599)DOAJ7974143ba03e4c7d99e7d2d31b0c6cd2 DE-627 ger DE-627 rakwb eng SB1-1110 Immaculate Mugisa verfasserin aut Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. clones crosses families mixed models Cylas spp. Ipomoea batatas Plant culture Immaculate Mugisa verfasserin aut Jeninah Karungi verfasserin aut Paul Musana verfasserin aut Roy Odama verfasserin aut Agnes Alajo verfasserin aut Doreen M. Chelangat verfasserin aut Milton O. Anyanga verfasserin aut Bonny M. Oloka verfasserin aut Iara Gonçalves dos Santos verfasserin aut Herbert Talwana verfasserin aut Mildred Ochwo-Ssemakula verfasserin aut Richard Edema verfasserin aut Paul Gibson verfasserin aut Reuben Ssali verfasserin aut Hugo Campos verfasserin aut Bode A. Olukolu verfasserin aut Guilherme da Silva Pereira verfasserin aut Craig Yencho verfasserin aut Benard Yada verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 13(2022) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:13 year:2022 https://doi.org/10.3389/fpls.2022.956936 kostenfrei https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 kostenfrei https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 |
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10.3389/fpls.2022.956936 doi (DE-627)DOAJ084587024 (DE-599)DOAJ7974143ba03e4c7d99e7d2d31b0c6cd2 DE-627 ger DE-627 rakwb eng SB1-1110 Immaculate Mugisa verfasserin aut Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. clones crosses families mixed models Cylas spp. Ipomoea batatas Plant culture Immaculate Mugisa verfasserin aut Jeninah Karungi verfasserin aut Paul Musana verfasserin aut Roy Odama verfasserin aut Agnes Alajo verfasserin aut Doreen M. Chelangat verfasserin aut Milton O. Anyanga verfasserin aut Bonny M. Oloka verfasserin aut Iara Gonçalves dos Santos verfasserin aut Herbert Talwana verfasserin aut Mildred Ochwo-Ssemakula verfasserin aut Richard Edema verfasserin aut Paul Gibson verfasserin aut Reuben Ssali verfasserin aut Hugo Campos verfasserin aut Bode A. Olukolu verfasserin aut Guilherme da Silva Pereira verfasserin aut Craig Yencho verfasserin aut Benard Yada verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 13(2022) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:13 year:2022 https://doi.org/10.3389/fpls.2022.956936 kostenfrei https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 kostenfrei https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 |
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10.3389/fpls.2022.956936 doi (DE-627)DOAJ084587024 (DE-599)DOAJ7974143ba03e4c7d99e7d2d31b0c6cd2 DE-627 ger DE-627 rakwb eng SB1-1110 Immaculate Mugisa verfasserin aut Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. clones crosses families mixed models Cylas spp. Ipomoea batatas Plant culture Immaculate Mugisa verfasserin aut Jeninah Karungi verfasserin aut Paul Musana verfasserin aut Roy Odama verfasserin aut Agnes Alajo verfasserin aut Doreen M. Chelangat verfasserin aut Milton O. Anyanga verfasserin aut Bonny M. Oloka verfasserin aut Iara Gonçalves dos Santos verfasserin aut Herbert Talwana verfasserin aut Mildred Ochwo-Ssemakula verfasserin aut Richard Edema verfasserin aut Paul Gibson verfasserin aut Reuben Ssali verfasserin aut Hugo Campos verfasserin aut Bode A. Olukolu verfasserin aut Guilherme da Silva Pereira verfasserin aut Craig Yencho verfasserin aut Benard Yada verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 13(2022) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:13 year:2022 https://doi.org/10.3389/fpls.2022.956936 kostenfrei https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 kostenfrei https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 |
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10.3389/fpls.2022.956936 doi (DE-627)DOAJ084587024 (DE-599)DOAJ7974143ba03e4c7d99e7d2d31b0c6cd2 DE-627 ger DE-627 rakwb eng SB1-1110 Immaculate Mugisa verfasserin aut Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. clones crosses families mixed models Cylas spp. Ipomoea batatas Plant culture Immaculate Mugisa verfasserin aut Jeninah Karungi verfasserin aut Paul Musana verfasserin aut Roy Odama verfasserin aut Agnes Alajo verfasserin aut Doreen M. Chelangat verfasserin aut Milton O. Anyanga verfasserin aut Bonny M. Oloka verfasserin aut Iara Gonçalves dos Santos verfasserin aut Herbert Talwana verfasserin aut Mildred Ochwo-Ssemakula verfasserin aut Richard Edema verfasserin aut Paul Gibson verfasserin aut Reuben Ssali verfasserin aut Hugo Campos verfasserin aut Bode A. Olukolu verfasserin aut Guilherme da Silva Pereira verfasserin aut Craig Yencho verfasserin aut Benard Yada verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 13(2022) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:13 year:2022 https://doi.org/10.3389/fpls.2022.956936 kostenfrei https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 kostenfrei https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 |
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10.3389/fpls.2022.956936 doi (DE-627)DOAJ084587024 (DE-599)DOAJ7974143ba03e4c7d99e7d2d31b0c6cd2 DE-627 ger DE-627 rakwb eng SB1-1110 Immaculate Mugisa verfasserin aut Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. clones crosses families mixed models Cylas spp. Ipomoea batatas Plant culture Immaculate Mugisa verfasserin aut Jeninah Karungi verfasserin aut Paul Musana verfasserin aut Roy Odama verfasserin aut Agnes Alajo verfasserin aut Doreen M. Chelangat verfasserin aut Milton O. Anyanga verfasserin aut Bonny M. Oloka verfasserin aut Iara Gonçalves dos Santos verfasserin aut Herbert Talwana verfasserin aut Mildred Ochwo-Ssemakula verfasserin aut Richard Edema verfasserin aut Paul Gibson verfasserin aut Reuben Ssali verfasserin aut Hugo Campos verfasserin aut Bode A. Olukolu verfasserin aut Guilherme da Silva Pereira verfasserin aut Craig Yencho verfasserin aut Benard Yada verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 13(2022) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:13 year:2022 https://doi.org/10.3389/fpls.2022.956936 kostenfrei https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 kostenfrei https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 |
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SB1-1110 Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato clones crosses families mixed models Cylas spp Ipomoea batatas |
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Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato |
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Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato |
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Immaculate Mugisa |
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Immaculate Mugisa Jeninah Karungi Paul Musana Roy Odama Agnes Alajo Doreen M. Chelangat Milton O. Anyanga Bonny M. Oloka Iara Gonçalves dos Santos Herbert Talwana Mildred Ochwo-Ssemakula Richard Edema Paul Gibson Reuben Ssali Hugo Campos Bode A. Olukolu Guilherme da Silva Pereira Craig Yencho Benard Yada |
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combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato |
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Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato |
abstract |
Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. |
abstractGer |
Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. |
abstract_unstemmed |
Efficient breeding and selection of superior genotypes requires a comprehensive understanding of the genetics of traits. This study was aimed at establishing the general combining ability (GCA), specific combining ability (SCA), and heritability of sweetpotato weevil (Cylas spp.) resistance, storage root yield, and dry matter content in a sweetpotato multi-parental breeding population. A population of 1,896 F1 clones obtained from an 8 × 8 North Carolina II design cross was evaluated with its parents in the field at two sweetpotato weevil hotspots in Uganda, using an augmented row-column design. Clone roots were further evaluated in three rounds of a no-choice feeding laboratory bioassay. Significant GCA effects for parents and SCA effects for families were observed for most traits and all variance components were highly significant (p ≤ 0.001). Narrow-sense heritability estimates for weevil severity, storage root yield, and dry matter content were 0.35, 0.36, and 0.45, respectively. Parental genotypes with superior GCA for weevil resistance included “Mugande,” NASPOT 5, “Dimbuka-bukulula,” and “Wagabolige.” On the other hand, families that displayed the highest levels of resistance to weevils included “Wagabolige” × NASPOT 10 O, NASPOT 5 × “Dimbuka-bukulula,” “Mugande” × “Dimbuka-bukulula,” and NASPOT 11 × NASPOT 7. The moderate levels of narrow-sense heritability observed for the traits, coupled with the significant GCA and SCA effects, suggest that there is potential for their improvement through conventional breeding via hybridization and progeny selection and advancement. Although selection for weevil resistance may, to some extent, be challenging for breeders, efforts could be boosted through applying genomics-assisted breeding. Superior parents and families identified through this study could be deployed in further research involving the genetic improvement of these traits. |
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title_short |
Combining ability and heritability analysis of sweetpotato weevil resistance, root yield, and dry matter content in sweetpotato |
url |
https://doi.org/10.3389/fpls.2022.956936 https://doaj.org/article/7974143ba03e4c7d99e7d2d31b0c6cd2 https://www.frontiersin.org/articles/10.3389/fpls.2022.956936/full https://doaj.org/toc/1664-462X |
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Immaculate Mugisa Jeninah Karungi Paul Musana Roy Odama Agnes Alajo Doreen M. Chelangat Milton O. Anyanga Bonny M. Oloka Iara Gonçalves dos Santos Herbert Talwana Mildred Ochwo-Ssemakula Richard Edema Paul Gibson Reuben Ssali Hugo Campos Bode A. Olukolu Guilherme da Silva Pereira Craig Yencho Benard Yada |
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