Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis
Eucalyptus grandis is one of the most important species for hardwood plantation forestry around the world. At present, its commercial deployment is in decline because of pests and pathogens such as Leptocybe invasa gall wasp (Lepto), and often co-occurring fungal stem diseases such as Botryosphaeria...
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doaj-3fcd4b885eda4180962fb9959270fd2b2021-02-26T06:28:47ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2021-02-011210.3389/fpls.2021.638969638969Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandisMakobatjatji M. Mphahlele0Makobatjatji M. Mphahlele1Fikret Isik2Gary R. Hodge3Gary R. Hodge4Alexander A. Myburg5Mondi Forests, Research and Development Department, Trahar Technology Centre – TTC, Hilton, South AfricaDepartment of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, University of Pretoria, Pretoria, South AfricaDepartment of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, United StatesDepartment of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, United StatesCamcore, North Carolina State University, Raleigh, NC, United StatesDepartment of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute, University of Pretoria, Pretoria, South AfricaEucalyptus grandis is one of the most important species for hardwood plantation forestry around the world. At present, its commercial deployment is in decline because of pests and pathogens such as Leptocybe invasa gall wasp (Lepto), and often co-occurring fungal stem diseases such as Botryosphaeria dothidea and Teratosphaeria zuluensis (BotryoTera). This study analyzed Lepto, BotryoTera, and stem diameter growth in an E. grandis multi-environmental, genetic trial. The study was established in three subtropical environments. Diameter growth and BotryoTera incidence scores were assessed on 3,334 trees, and Lepto incidence was assessed on 4,463 trees from 95 half-sib families. Using the Eucalyptus EUChip60K SNP chip, a subset of 964 trees from 93 half-sib families were genotyped with 14,347 informative SNP markers. We employed single-step genomic BLUP (ssGBLUP) to estimate genetic parameters in the genetic trial. Diameter and Lepto tolerance showed a positive genetic correlation (0.78), while BotryoTera tolerance had a negative genetic correlation with diameter growth (−0.38). The expected genetic gains for diameter growth and Lepto and BotryoTera tolerance were 12.4, 10, and −3.4%, respectively. We propose a genomic selection breeding strategy for E. grandis that addresses some of the present population structure problems.https://www.frontiersin.org/articles/10.3389/fpls.2021.638969/fullssGBLUPgenetic correlationEucalyptus grandisLeptocybe invasaBotryosphaeria dothideaTeratosphaeria zuluensis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Makobatjatji M. Mphahlele Makobatjatji M. Mphahlele Fikret Isik Gary R. Hodge Gary R. Hodge Alexander A. Myburg |
spellingShingle |
Makobatjatji M. Mphahlele Makobatjatji M. Mphahlele Fikret Isik Gary R. Hodge Gary R. Hodge Alexander A. Myburg Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis Frontiers in Plant Science ssGBLUP genetic correlation Eucalyptus grandis Leptocybe invasa Botryosphaeria dothidea Teratosphaeria zuluensis |
author_facet |
Makobatjatji M. Mphahlele Makobatjatji M. Mphahlele Fikret Isik Gary R. Hodge Gary R. Hodge Alexander A. Myburg |
author_sort |
Makobatjatji M. Mphahlele |
title |
Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis |
title_short |
Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis |
title_full |
Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis |
title_fullStr |
Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis |
title_full_unstemmed |
Genomic Breeding for Diameter Growth and Tolerance to Leptocybe Gall Wasp and Botryosphaeria/Teratosphaeria Fungal Disease Complex in Eucalyptus grandis |
title_sort |
genomic breeding for diameter growth and tolerance to leptocybe gall wasp and botryosphaeria/teratosphaeria fungal disease complex in eucalyptus grandis |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2021-02-01 |
description |
Eucalyptus grandis is one of the most important species for hardwood plantation forestry around the world. At present, its commercial deployment is in decline because of pests and pathogens such as Leptocybe invasa gall wasp (Lepto), and often co-occurring fungal stem diseases such as Botryosphaeria dothidea and Teratosphaeria zuluensis (BotryoTera). This study analyzed Lepto, BotryoTera, and stem diameter growth in an E. grandis multi-environmental, genetic trial. The study was established in three subtropical environments. Diameter growth and BotryoTera incidence scores were assessed on 3,334 trees, and Lepto incidence was assessed on 4,463 trees from 95 half-sib families. Using the Eucalyptus EUChip60K SNP chip, a subset of 964 trees from 93 half-sib families were genotyped with 14,347 informative SNP markers. We employed single-step genomic BLUP (ssGBLUP) to estimate genetic parameters in the genetic trial. Diameter and Lepto tolerance showed a positive genetic correlation (0.78), while BotryoTera tolerance had a negative genetic correlation with diameter growth (−0.38). The expected genetic gains for diameter growth and Lepto and BotryoTera tolerance were 12.4, 10, and −3.4%, respectively. We propose a genomic selection breeding strategy for E. grandis that addresses some of the present population structure problems. |
topic |
ssGBLUP genetic correlation Eucalyptus grandis Leptocybe invasa Botryosphaeria dothidea Teratosphaeria zuluensis |
url |
https://www.frontiersin.org/articles/10.3389/fpls.2021.638969/full |
work_keys_str_mv |
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