1
|
Cappa EP, Chen C, Klutsch JG, Sebastian-Azcona J, Ratcliffe B, Wei X, Da Ros L, Liu Y, Bhumireddy SR, Benowicz A, Mansfield SD, Erbilgin N, Thomas BR, El-Kassaby YA. Revealing stable SNPs and genomic prediction insights across environments enhance breeding strategies of productivity, defense, and climate-adaptability traits in white spruce. Heredity (Edinb) 2025; 134:186-199. [PMID: 39939512 PMCID: PMC11977214 DOI: 10.1038/s41437-025-00747-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 02/02/2025] [Accepted: 02/03/2025] [Indexed: 02/14/2025] Open
Abstract
Exploring the relationship between phenotype, genotype, and environment is essential in quantitative genetics. Considering the complex genetic architecture of economically important traits, integrating genotype-by-environment interactions in a genome-wide association (GWAS) and genomic prediction (GP) framework is imperative. This integration is crucial for identifying robust markers with stability across diverse environments and improving the predictive accuracy of individuals' performance within specific target environments. We conducted a multi-environment GWAS and GP analysis for 30 productivity, defense, and climate-adaptability traits on 1540 white spruce trees from Alberta, Canada, genotyped for 467,224 SNPs and growing across three environments. We identified 563 significant associations (p-value < 1.07 ×10-05) across the studied traits and environments, with 105 SNPs showing overlapping associations in two or three environments. Wood density, myrcene, total monoterpenes, α-pinene, and catechin exhibited the highest overlap (>50%) across environments. Gas exchange traits, including intercellular CO2 concentration and intrinsic water use efficiency, showed the highest number of significant associations (>38%) but less stability (<1.2%) across environments. Predictive ability (PA) varied significantly (0.03-0.41) across environments for 20 traits, with stable carbon isotope ratio having the highest average PA (0.36) and gas exchange traits the lowest (0.07). Only two traits showed differences in prediction bias (PB) across environments, with 80% of site-trait PB falling within a narrow range (0.90 to 1.10). Integrating multi-environment GWAS and GP analyses proved useful in identifying site-specific markers, understanding environmental impacts on PA and PB, and ultimately providing indirect insights into the environmental factors that influenced this white spruce breeding program.
Collapse
Affiliation(s)
- Eduardo P Cappa
- Instituto Nacional de Tecnología Agropecuaria (INTA), Instituto de Recursos Biológicos, Centro de Investigación en Recursos Naturales, De Los Reseros y Dr. Nicolás Repetto s/n, 1686, Hurlingham, Buenos Aires, Argentina.
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Buenos Aires, Argentina.
| | - Charles Chen
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Jennifer G Klutsch
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Bldg., Edmonton, AB, T6G 2E3, Canada
- Natural Resources Canada, Canadian Forest Service, Northern Forestry Centre, Edmonton, AB, T6H 3S5, Canada
| | - Jaime Sebastian-Azcona
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Bldg., Edmonton, AB, T6G 2E3, Canada
- Irrigation and Crop Ecophysiology Group, Instituto de Recursos Naturales y Agrobiología de Sevilla, Avenida Reina Mercedes, 10, 41012, Sevilla, Spain
| | - Blaise Ratcliffe
- Department of Forest and Conservation Sciences, Faculty of Forestry, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Xiaojing Wei
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Bldg., Edmonton, AB, T6G 2E3, Canada
| | - Letitia Da Ros
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Yang Liu
- Department of Forest and Conservation Sciences, Faculty of Forestry, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Sudarshana Reddy Bhumireddy
- Department of Biological Sciences, University of Alberta, P217 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada
- Department of Chemistry, University of Saskatchewan, Saskatoon, SK, S7N 5E2, Canada
| | - Andy Benowicz
- Forest Stewardship and Trade Branch, Alberta Forestry and Parks, Edmonton, AB, T6H 5T6, Canada
| | - Shawn D Mansfield
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Department of Botany, Faculty of Science, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Nadir Erbilgin
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Bldg., Edmonton, AB, T6G 2E3, Canada
| | - Barb R Thomas
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Bldg., Edmonton, AB, T6G 2E3, Canada
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, Faculty of Forestry, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| |
Collapse
|
2
|
Hernández MA, Butler JB, Ammitzboll H, Weller JL, Vaillancourt RE, Potts BM. Genetic control of the operculum and capsule morphology of Eucalyptus globulus. ANNALS OF BOTANY 2022; 130:97-108. [PMID: 35652517 PMCID: PMC9295918 DOI: 10.1093/aob/mcac072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 05/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND AIMS The petaline operculum that covers the inner whorls until anthesis and the woody capsule that develops after fertilization are reproductive structures of eucalypts that protect the flower and seeds. Although they are distinct organs, they both develop from flower buds and this common ontogeny suggests shared genetic control. In Eucalyptus globulus their morphology is variable and we aimed to identify the quantitative trait loci (QTL) underlying this variation and determine whether there is common genetic control of these ecologically and taxonomically important reproductive structures. METHODS Samples of opercula and capsules were collected from 206 trees that belong to a large outcrossed F2E. globulus mapping population. The morphological variation in these structures was characterized by measuring six operculum and five capsule traits. QTL analysis was performed using these data and a linkage map consisting of 480 markers. KEY RESULTS A total of 27 QTL were detected for operculum traits and 28 for capsule traits, with the logarithm of odds ranging from 2.8 to 11.8. There were many co-located QTL associated with operculum or capsule traits, generally reflecting allometric relationships. A key finding was five genomic regions where co-located QTL affected both operculum and capsule morphology, and the overall trend for these QTL was to affect elongation of both organs. Some of these QTL appear to have a significant effect on the phenotype, with the strongest QTL explaining 26.4 % of the variation in operculum shape and 16.4 % in capsule shape. Flower bud measurements suggest the expression of these QTL starts during bud development. Several candidate genes were found associated with the QTL and their putative function is discussed. CONCLUSIONS Variation in both operculum and capsule traits in E. globulus is under strong genetic control. Our results suggest that these reproductive structures share a common genetic pathway during flower bud development.
Collapse
Affiliation(s)
- Mariano A Hernández
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
- Instituto Nacional de Tecnología Agropecuaria (INTA), Route 27 - Km 38.3, Bella Vista, Corrientes 3432, Argentina
| | | | - Hans Ammitzboll
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
| | - James L Weller
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture
| | - René E Vaillancourt
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
| | - Brad M Potts
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
| |
Collapse
|
3
|
Mori H, Ueno S, Ujino-Ihara T, Fujiwara T, Yamashita K, Kanetani S, Endo R, Matsumoto A, Uchiyama K, Yoshida T, Sakai Y, Moriguchi Y, Kusano R, Tsumura Y. Genotype-by-environment interaction and genetic dissection of heartwood color in Cryptomeria japonica based on multiple common gardens and quantitative trait loci mapping. PLoS One 2022; 17:e0270522. [PMID: 35793335 PMCID: PMC9258842 DOI: 10.1371/journal.pone.0270522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 06/10/2022] [Indexed: 11/19/2022] Open
Abstract
The heartwood color of a major plantation tree Cryptomeria japonica shows high variability among clones and cultivars, and brighter heartwood has higher value in the usage of non-laminated wood such as in traditional construction, which makes heartwood color an important trait in breeding of this species. However, the genetic basis of the interactions between genetics and the environment on heartwood color has been understudied while these are necessary for effective breeding programs in multiple environmental condition. The objectives of the present study were to evaluate the effects of genetics and environments on heartwood color and how they interact in contrasting environments, and to identify genomic regions controlling heartwood color in C. japonica across multiple environments. Heartwood color in terms of L*a*b* color space and spectral reflectance was measured in common gardens established in three contrasting sites. Quantitative trait loci (QTL) that affect heartwood color were identified using previously constructed highly saturated linkage maps. Results found that heartwood color was largely genetically controlled, and genotype-by-environment interaction explained one-third of the total genetic variance of heartwood color. The effect of the environment was small compared to the effect of genetics, whereas environmental effects largely varied among heartwood color traits. QTL analysis identified a large number of QTLs with small to moderate effects (phenotypic variation explained of 6.6% on average). Some of these QTLs were stably expressed in multiple environments or had pleiotropic effects on heartwood color and moisture content. These results indicated that genetic variation in phenotypic plasticity plays an important role in regulating heartwood color and that the identified QTLs would maximize the breeding efficiency of heartwood color in C. japonica in heterogeneous environments.
Collapse
Affiliation(s)
- Hideki Mori
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Saneyoshi Ueno
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Tokuko Ujino-Ihara
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Takeshi Fujiwara
- Forest Bio-Research Center, Forestry and Forest Products Research Institute, Hitachi, Ibaraki, Japan
| | - Kana Yamashita
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Seiichi Kanetani
- Kyushu Research Center, Forestry and Forest Products Research Institute, Chuo, Kumamoto, Kumamoto, Japan
| | - Ryota Endo
- Forestry Research Institute, Chiba Prefectural Agriculture and Forestry Research Center, Sammu, Chiba, Japan
| | - Asako Matsumoto
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Kentaro Uchiyama
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Takahiro Yoshida
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Yoshimi Sakai
- Kyushu Research Center, Forestry and Forest Products Research Institute, Chuo, Kumamoto, Kumamoto, Japan
| | - Yoshinari Moriguchi
- Graduate School of Science and Technology, Niigata University, Nishi-ku, Niigata, Japan
| | - Ryouichi Kusano
- Kumamoto Prefecture Forestry Research Center, Kumamoto, Japan
| | - Yoshihiko Tsumura
- Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| |
Collapse
|
4
|
Wellington CN, Vaillancourt RE, Potts BM, Worledge D, O’Grady AP. Genetic Variation in Flowering Traits of Tasmanian Leptospermum scoparium and Association with Provenance Home Site Climatic Factors. PLANTS 2022; 11:plants11081029. [PMID: 35448758 PMCID: PMC9029099 DOI: 10.3390/plants11081029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/17/2022] [Accepted: 04/01/2022] [Indexed: 11/29/2022]
Abstract
Leptospermum scoparium is emerging as an economically important plant for the commercial production of mānuka honey and essential oils, both exhibiting unique antibacterial attributes. To support its domestication this is the first quantitative genetic study of variation for L. scoparium traits. It utilised plants from 200 open-pollinated families derived from 40 native populations, from across the species range in Tasmania, grown in a common garden field trial. The traits studied were survival, growth, and the flowering traits precocity, the timing of seasonal peak flowering, flowering duration, and flowering intensity. Significant genetic variation was evident at the population level for all traits studied and at the family level for three traits—growth, flowering precocity, and time to peak flowering. These three traits had moderate to high narrow-sense heritability estimates ranging from 0.27 to 0.69. For six of the traits studied, population differences were associated with climate attributes at the locations where seed was collected, suggesting adaptation to the local climate may have contributed to the observed population differentiation. Population level geographical trends suggest that genotypes to focus on for domestication originate from the eastern half of Tasmania for precociousness and the western half of Tasmania for earlier time to peak flowering and extended flowering duration.
Collapse
Affiliation(s)
- Christopher N. Wellington
- School of Biological Sciences, University of Tasmania, Hobart, TAS 7005, Australia; (R.E.V.); (B.M.P.)
- Correspondence: ; Tel.: +61-(0)476-998-376
| | - René E. Vaillancourt
- School of Biological Sciences, University of Tasmania, Hobart, TAS 7005, Australia; (R.E.V.); (B.M.P.)
| | - Brad M. Potts
- School of Biological Sciences, University of Tasmania, Hobart, TAS 7005, Australia; (R.E.V.); (B.M.P.)
| | - Dale Worledge
- CSIRO Land and Water, Hobart, TAS 7001, Australia; (D.W.); (A.P.O.)
| | | |
Collapse
|
5
|
Wei S, Yang G, Yang Y, Yin T. Time-sequential detection of quantitative trait loci and candidate genes underlying the dynamic growth of Salix suchowensis. TREE PHYSIOLOGY 2022; 42:877-890. [PMID: 34761273 DOI: 10.1093/treephys/tpab138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 10/12/2021] [Indexed: 06/13/2023]
Abstract
Elucidating the genetic factors underlying long-term biological processes remains challenging since the relevant genes and their effects may vary across different developmental stages. In this study, we carried out a large-scale field trial of the progeny of an F1 full-sib pedigree of Salix suchowensis and measured plant height and ground diameter periodically over a time course of 240 days. With the obtained data, we characterized plant growth rhythms and performed time-sequential analyses of quantitative trait loci underlying the dynamic growth of the plants. The dynamic mapping of quantitative trait loci revealed that stem height and ground diameter were under the control of four quantitative trait loci, and the effects of these quantitative trait loci varied greatly throughout the growth process, in which two quantitative trait loci were found to exert a pleiotropic effect determining the correlation between stem height and ground diameter. The analysis of candidate genes in the target genetic intervals showed that the pleiotropic effect of the two quantitative trait loci arises from the colocalization of genes with independent effects on stem height and ground diameter. Further examination of the expression patterns of the candidate genes indicated that height and circumference growth involve different activities of leaf and cambium tissues. This study provides unprecedented information to help us understand the dynamic growth of plants and presents an applicable strategy for elucidating the genetic mechanism underlying a long-term biological process by using plant growth as an example.
Collapse
Affiliation(s)
- Suyun Wei
- Key Lab of Tree Genetics and Biotechnology of Educational Department of China, Key Lab of Tree Genetics and Sivilcultural Sciences of Jiangsu Province, Southern Modern Forestry Collaborative Innovation Center, Nanjing Forestry University, 159# Longpan Road, Nanjing 210037, China
| | - Guo Yang
- Key Lab of Tree Genetics and Biotechnology of Educational Department of China, Key Lab of Tree Genetics and Sivilcultural Sciences of Jiangsu Province, Southern Modern Forestry Collaborative Innovation Center, Nanjing Forestry University, 159# Longpan Road, Nanjing 210037, China
- School of Life Science, Shaoxing University, 508# Huancheng West Road, Shaoxing 312000, Zhejiang, China
| | - Yonghua Yang
- College of Life Sciences, Nanjing University, 163# Xianlin Road, Nanjing 210093, China
| | - Tongming Yin
- Key Lab of Tree Genetics and Biotechnology of Educational Department of China, Key Lab of Tree Genetics and Sivilcultural Sciences of Jiangsu Province, Southern Modern Forestry Collaborative Innovation Center, Nanjing Forestry University, 159# Longpan Road, Nanjing 210037, China
| |
Collapse
|
6
|
Zhu X, Weng Q, Bush D, Zhou C, Zhao H, Wang P, Li F. High-density genetic linkage mapping reveals low stability of QTLs across environments for economic traits in Eucalyptus. FRONTIERS IN PLANT SCIENCE 2022; 13:1099705. [PMID: 37082511 PMCID: PMC10112524 DOI: 10.3389/fpls.2022.1099705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 12/28/2022] [Indexed: 05/03/2023]
Abstract
Introduction Eucalyptus urophylla, E. tereticornis and their hybrids are the most important commercial forest tree species in South China where they are grown for pulpwood and solid wood production. Construction of a fine-scale genetic linkage map and detecting quantitative trait loci (QTL) for economically important traits linked to these end-uses will facilitate identification of the main candidate genes and elucidate the regulatory mechanisms. Method A high-density consensus map (a total of 2754 SNPs with 1359.18 cM) was constructed using genotyping by sequencing (GBS) on clonal progenies of E. urophylla × tereticornis hybrids. QTL mapping of growth and wood property traits were conducted in three common garden experiments, resulting in a total of 108 QTLs. A total of 1052 candidate genes were screened by the efficient combination of QTL mapping and transcriptome analysis. Results Only ten QTLs were found to be stable across two environments, and only one (qSG10Stable mapped on chromosome 10, and associated with lignin syringyl-to-guaiacyl ratio) was stable across all three environments. Compared to other QTLs, qSG10Stable explained a very high level of phenotypic variation (18.4-23.6%), perhaps suggesting that QTLs with strong effects may be more stably inherited across multiple environments. Screened candidate genes were associated with some transcription factor families, such as TALE, which play an important role in the secondary growth of plant cell walls and the regulation of wood formation. Discussion While QTLs such as qSG10Stable, found to be stable across three sites, appear to be comparatively uncommon, their identification is likely to be a key to practical QTL-based breeding. Further research involving clonally-replicated populations, deployed across multiple target planting sites, will be required to further elucidate QTL-by-environment interactions.
Collapse
Affiliation(s)
- Xianliang Zhu
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Qijie Weng
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - David Bush
- Commonwealth Scientific and Industrial Research Organisation (CRISO) Australian Tree Seed Centre, Canberra, ACT, Australia
| | - Changpin Zhou
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Haiwen Zhao
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Ping Wang
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Fagen Li
- Key Laboratory of National Forestry and Grassland Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
- *Correspondence: Fagen Li,
| |
Collapse
|
7
|
Ghosh Dasgupta M, Abdul Bari MP, Shanmugavel S, Dharanishanthi V, Muthupandi M, Kumar N, Chauhan SS, Kalaivanan J, Mohan H, Krutovsky KV, Rajasugunasekar D. Targeted re-sequencing and genome-wide association analysis for wood property traits in breeding population of Eucalyptus tereticornis × E. grandis. Genomics 2021; 113:4276-4292. [PMID: 34785351 DOI: 10.1016/j.ygeno.2021.11.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 06/20/2021] [Accepted: 11/10/2021] [Indexed: 11/16/2022]
Abstract
Globally, Eucalyptus plantations occupy 22 million ha area and is one of the preferred hardwood species due to their short rotation, rapid growth, adaptability and wood properties. In this study, we present results of GWAS in parents and 100 hybrids of Eucalyptus tereticornis × E. grandis using 762 genes presumably involved in wood formation. Comparative analysis between parents predicted 32,202 polymorphic SNPs with high average read depth of 269-562× per individual per nucleotide. Seventeen wood related traits were phenotyped across three diverse environments and GWAS was conducted using 13,610 SNPs. A total of 45 SNP-trait associations were predicted across two locations. Seven large effect markers were identified which explained more than 80% of phenotypic variation for fibre area. This study has provided an array of candidate genes which may govern fibre morphology in this genus and has predicted potential SNPs which can guide future breeding programs in tropical Eucalyptus.
Collapse
Affiliation(s)
| | | | | | | | - Muthusamy Muthupandi
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore 641002, India
| | - Naveen Kumar
- Institute of Wood Science and Technology, 18(th) Cross Malleshwaram, Bangalore 560 003, India
| | - Shakti Singh Chauhan
- Institute of Wood Science and Technology, 18(th) Cross Malleshwaram, Bangalore 560 003, India
| | | | - Haritha Mohan
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore 641002, India
| | - Konstantin V Krutovsky
- Department of Forest Genetics and Forest Tree Breeding, Georg-August University of Göttingen, 37077 Göttingen, Germany; Center for Integrated Breeding Research, George-August University of Göttingen, 37075 Göttingen, Germany; Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, 660036 Krasnoyarsk, Russia; Laboratory of Population Genetics, N.I. Vavilov Institute of General Genetics, Russian Academy of Sciences, 119991 Moscow, Russia; Department of Ecosystem Science and Management, Texas A&M University, College Station, TX 77843-2138, USA
| | | |
Collapse
|
8
|
Identification of Candidate Gene-Based Markers for Girth Growth in Rubber Trees. PLANTS 2021; 10:plants10071440. [PMID: 34371639 PMCID: PMC8309273 DOI: 10.3390/plants10071440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 07/08/2021] [Accepted: 07/12/2021] [Indexed: 02/01/2023]
Abstract
Girth growth is an important factor in both latex and timber production of the rubber tree. In this study, we performed candidate gene association mapping for girth growth in rubber trees using intron length polymorphism markers (ILP) in identifying the candidate genes responsible for girth growth. The COBL064_1 marker developed from the candidate gene (COBL4) regulating cellulose deposition and oriented cell expansion in the plant cell wall showed the strongest association with girth growth across two seasons in the Amazonian population and was validated in the breeding lines. We then applied single molecule real-time (SMRT) circular consensus sequencing (CCS) to analyze a wider gene region of the COBL4 to pinpoint the single nucleotide polymorphism (SNP) that best explains the association with the traits. A SNP in the 3’ UTR showing linkage disequilibrium with the COBL064_1 most associated with girth growth. This study showed that the cost-effective method of ILP gene-based markers can assist in identification of SNPs in the candidate gene associated with girth growth. The SNP markers identified in this study added useful markers for the improvement of girth growth in rubber tree breeding programs.
Collapse
|
9
|
Sattar MN, Iqbal Z, Al-Khayri JM, Jain SM. Induced Genetic Variations in Fruit Trees Using New Breeding Tools: Food Security and Climate Resilience. PLANTS (BASEL, SWITZERLAND) 2021; 10:1347. [PMID: 34371550 PMCID: PMC8309169 DOI: 10.3390/plants10071347] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 06/23/2021] [Accepted: 06/28/2021] [Indexed: 12/22/2022]
Abstract
Fruit trees provide essential nutrients to humans by contributing to major agricultural outputs and economic growth globally. However, major constraints to sustainable agricultural productivity are the uncontrolled proliferation of the population, and biotic and abiotic stresses. Tree mutation breeding has been substantially improved using different physical and chemical mutagens. Nonetheless, tree plant breeding has certain crucial bottlenecks including a long life cycle, ploidy level, occurrence of sequence polymorphisms, nature of parthenocarpic fruit development and linkage. Genetic engineering of trees has focused on boosting quality traits such as productivity, wood quality, and resistance to biotic and abiotic stresses. Recent technological advances in genome editing provide a unique opportunity for the genetic improvement of woody plants. This review examines application of the CRISPR-Cas system to reduce disease susceptibility, alter plant architecture, enhance fruit quality, and improve yields. Examples are discussed of the contemporary CRISPR-Cas system to engineer easily scorable PDS genes, modify lignin, and to alter the flowering onset, fertility, tree architecture and certain biotic stresses.
Collapse
Affiliation(s)
- Muhammad Naeem Sattar
- Central Laboratories, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (M.N.S.); (Z.I.)
| | - Zafar Iqbal
- Central Laboratories, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (M.N.S.); (Z.I.)
| | - Jameel M. Al-Khayri
- Department of Agricultural Biotechnology, College of Agriculture and Food Sciences, King Faisal University, Al-Ahsa 31982, Saudi Arabia
| | - S. Mohan Jain
- Department of Agricultural Sciences, PL-27, University of Helsinki, 00014 Helsinki, Finland;
| |
Collapse
|
10
|
Population Divergence along a Genetic Line of Least Resistance in the Tree Species Eucalyptus globulus. Genes (Basel) 2020; 11:genes11091095. [PMID: 32962131 PMCID: PMC7565133 DOI: 10.3390/genes11091095] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 09/11/2020] [Indexed: 11/30/2022] Open
Abstract
The evolutionary response to selection depends on the distribution of genetic variation in traits under selection within populations, as defined by the additive genetic variance-covariance matrix (G). The structure and evolutionary stability of G will thus influence the course of phenotypic evolution. However, there are few studies assessing the stability of G and its relationship with population divergence within foundation tree species. We compared the G-matrices of Mainland and Island population groups of the forest tree Eucalyptus globulus, and determined the extent to which population divergence aligned with within-population genetic (co)variation. Four key wood property traits exhibiting signals of divergent selection were studied—wood density, extractive content, and lignin content and composition. The comparison of G-matrices of the mainland and island populations indicated that the G-eigenstructure was relatively well preserved at an intra-specific level. Population divergence tended to occur along a major direction of genetic variation in G. The observed conservatism of G, the moderate evolutionary timescale, and close relationship between genetic architecture and population trajectories suggest that genetic constraints may have influenced the evolution and diversification of the E. globulus populations for the traits studied. However, alternative scenarios, including selection aligning genetic architecture and population divergence, are discussed.
Collapse
|
11
|
Bartholomé J, Mabiala A, Burlett R, Bert D, Leplé JC, Plomion C, Gion JM. The pulse of the tree is under genetic control: eucalyptus as a case study. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 103:338-356. [PMID: 32142191 DOI: 10.1111/tpj.14734] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 01/16/2020] [Accepted: 02/17/2020] [Indexed: 06/10/2023]
Abstract
The pulse of the tree (diurnal cycle of stem radius fluctuations) has been widely studied as a way of analyzing tree responses to the environment, including the phenotypic plasticity of tree-water relationships in particular. However, the genetic basis of this daily phenotype and its interplay with the environment remain largely unexplored. We characterized the genetic and environmental determinants of this response, by monitoring daily stem radius fluctuation (dSRF) on 210 trees from a Eucalyptus urophylla × E. grandis full-sib family over 2 years. The dSRF signal was broken down into hydraulic capacitance, assessed as the daily amplitude of shrinkage (DA), and net growth, estimated as the change in maximum radius between two consecutive days (ΔR). The environmental determinants of these two traits were clearly different: DA was positively correlated with atmospheric variables relating to water demand, while ΔR was associated with soil water content. The heritability for these two traits ranged from low to moderate over time, revealing a time-dependent or environment-dependent complex genetic determinism. We identified 686 and 384 daily quantitative trait loci (QTL) representing 32 and 31 QTL regions for DA and ΔR, respectively. The identification of gene networks underlying the 27 major genomics regions for both traits generated additional hypotheses concerning the biological mechanisms involved in response to water demand and supply. This study highlights that environmentally induced changes in daily stem radius fluctuation are genetically controlled in trees and suggests that these daily responses integrated over time shape the genetic architecture of mature traits.
Collapse
Affiliation(s)
- Jérôme Bartholomé
- BIOGECO, INRAE, University of Bordeaux, 33610, Cestas, France
- CIRAD, UMR AGAP, F-34398, Montpellier, France
- AGAP, University of Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | | | - Régis Burlett
- BIOGECO, INRAE, University of Bordeaux, 33610, Cestas, France
| | - Didier Bert
- BIOGECO, INRAE, University of Bordeaux, 33610, Cestas, France
| | | | | | - Jean-Marc Gion
- BIOGECO, INRAE, University of Bordeaux, 33610, Cestas, France
- CIRAD, UMR AGAP, F-34398, Montpellier, France
- AGAP, University of Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| |
Collapse
|
12
|
Proteomic analyses unraveling water stress response in two Eucalyptus species originating from contrasting environments for aridity. Mol Biol Rep 2020; 47:5191-5205. [PMID: 32564226 DOI: 10.1007/s11033-020-05594-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/17/2020] [Indexed: 12/24/2022]
Abstract
Eucalyptus are widely cultivated in several regions of the world due to their adaptability to different climatic conditions and amenable to tree breeding programs. With changes in environmental conditions pointing to an increase in aridity in many areas of the globe, the demand for genetic materials that adapt to this situation is required. Therefore, the aim of this work was to identify contrasting differences between two Eucalyptus species under water stress through the identification of differentially abundant proteins. For this, total protein extraction was proceeded from leaves of both species maintained at 40 and 80% of field capacity (FC). The 80% FC water regime was considered as the control and the 40% FC, severe water stress. The proteins were separated by 2-DE with subsequent identification of those differentially abundant by liquid nanocromatography coupled to high resolution MS (Q-Exactive). Comparative proteomics allowed to identify four proteins (ATP synthase gamma and alpha, glutamine synthetase and a vacuolar protein) that were more abundant in drought-tolerant species and simultaneously less abundant or unchanged in the drought- sensitive species, an uncharacterized protein found exclusively in plants under drought stress and also 10 proteins (plastid-lipid, ruBisCO activase, ruBisCO, protease ClpA, transketolase, isoflavone reductase, ferredoxin-NADP reductase, malate dehydrogenase, aminobutyrate transaminase and sedoheptulose-1-bisphosphatase) induced exclusively in the drought-tolerant species in response to water stress. These results suggest that such proteins may play a crucial role as potential markers of water stress tolerance through the identification of species-specific proteins, and future targets for genetic engineering.
Collapse
|
13
|
Non-Destructive Evaluation Techniques and What They Tell Us about Wood Property Variation. FORESTS 2019. [DOI: 10.3390/f10090728] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
To maximize utilization of our forest resources, detailed knowledge of wood property variation and the impacts this has on end-product performance is required at multiple scales (within and among trees, regionally). As many wood properties are difficult and time-consuming to measure our knowledge regarding their variation is often inadequate as is our understanding of their responses to genetic and silvicultural manipulation. The emergence of many non-destructive evaluation (NDE) methodologies offers the potential to greatly enhance our understanding of the forest resource; however, it is critical to recognize that any technique has its limitations and it is important to select the appropriate technique for a given application. In this review, we will discuss the following technologies for assessing wood properties both in the field: acoustics, Pilodyn, Resistograph and Rigidimeter and the lab: computer tomography (CT) scanning, DiscBot, near infrared (NIR) spectroscopy, radial sample acoustics and SilviScan. We will discuss these techniques, explore their utilization, and list applications that best suit each methodology. As an end goal, NDE technologies will help researchers worldwide characterize wood properties, develop accurate models for prediction, and utilize field equipment that can validate the predictions. The continued advancement of NDE technologies will also allow researchers to better understand the impact on wood properties on product performance.
Collapse
|
14
|
Bayesian Mapping Reveals Large-Effect Pleiotropic QTLs for Wood Density and Slenderness Index in 17-Year-Old Trees of Eucalyptus cladocalyx. FORESTS 2019. [DOI: 10.3390/f10030241] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Eucalyptus cladocalyx F. Muell is a tree species suitable for low-rainfall sites, even with annual average precipitation as low as 150 mm per year. Its wood is classified as highly durable and its permanence in soil is longer than 25 years, so it can be used for multiple applications. Given that about 41% of the world’s land area is classified as drylands, added to the impact of climate change on the availability of water resources, it becomes necessary to use plant species that can tolerate environments with low water availability. In this study, a Bayesian analysis of genetic parameters showed that wood density (WD) was moderately heritable, with a posterior mean of h2 = 0.29 and a Bayesian credibility region (90%) of 0.06–0.74, while the slenderness coefficient (SC) was highly heritable, with a posterior mean of h2 = 0.48 and a Bayesian credibility region (90%) of 0.11–0.87. Through Bayesian regression analysis, we identified four and three significant associations for WD and SC, respectively. Another important finding of the bi-trait Bayesian analysis was the detection of three large-effect pleiotropic QTLs located on LG4 at 52 cM, on LG2 at 125 cM, and on LG6 at 81 cM. Bayesian bi-trait regression and the posterior probability of association indicated that three QTLs presented strong evidence of association with WD and SC. This provides convincing evidence that the loci qtlWD130/qtlSC130, qtlWD195/qtlSC195, and qtlWD196/qtlSC196 have a significant pleiotropic effect. The association mapping based on multivariate Bayesian regression was useful for the identification of genomic regions with pleiotropic effects. These loci can be used in molecular marker-assisted breeding to select trees with better wood density.
Collapse
|
15
|
Calleja-Rodriguez A, Li Z, Hallingbäck HR, Sillanpää MJ, Wu HX, Abrahamsson S, García-Gil MR. Analysis of phenotypic- and Estimated Breeding Values (EBV) to dissect the genetic architecture of complex traits in a Scots pine three-generation pedigree design. J Theor Biol 2019; 462:283-292. [PMID: 30423305 DOI: 10.1016/j.jtbi.2018.11.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 10/17/2018] [Accepted: 11/09/2018] [Indexed: 11/28/2022]
Abstract
In forest tree breeding, family-based Quantitative Trait Loci (QTL) studies are valuable as methods to dissect the complexity of a trait and as a source of candidate genes. In the field of conifer research, our study contributes to the evaluation of phenotypic and predicted breeding values for the identification of QTL linked to complex traits in a three-generation pedigree population in Scots pine (Pinus sylvestris L.). A total of 11 470 open pollinated F2-progeny trees established at three different locations, were measured for growth and adaptive traits. Breeding values were predicted for their 360 mothers, originating from a single cross of two grand-parents. A multilevel LASSO association analysis was conducted to detect QTL using genotypes of the mothers with the corresponding phenotypes and Estimated Breeding Values (EBV). Different levels of genotype-by-environment (G × E) effects among sites at different years, were detected for survival and height. Moderate-to-low narrow sense heritabilities and EBV accuracies were found for all traits and all sites. We identified 18 AFLPs and 12 SNPs to be associated with QTL for one or more traits. 62 QTL were significant with percentages of variance explained ranging from 1.7 to 18.9%. In those cases where the same marker was associated to a phenotypic or an ebvQTL, the ebvQTL always explained higher proportion of the variance, maybe due to the more accurate nature of Estimated Breeding Values (EBV). Two SNP-QTL showed pleiotropic effects for traits related with hardiness, seed, cone and flower production. Furthermore, we detected several QTL with significant effects across multiple ages, which could be considered as strong candidate loci for early selection. The lack of reproducibility of some QTL detected across sites may be due to environmental heterogeneity reflected by the genotype- and QTL-by-environment effects.
Collapse
Affiliation(s)
- Ainhoa Calleja-Rodriguez
- Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå SE-901 83, Sweden; Skogforsk, Box 3, Sävar SE-91821, Sweden
| | - Zitong Li
- Melbourne Integrative Genomics and School of Mathematics and Statistics, the University of Melbourne, Parkville, Victoria 3010, Australia; Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki FI-00014, Finland
| | - Henrik R Hallingbäck
- Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå SE-901 83, Sweden; Department of Plant Biology, Uppsala BioCenter, Linnean Centre for Plant Biology, Swedish University of Agricultural Science, Uppsala SE-75007, Sweden
| | - Mikko J Sillanpää
- Department of Mathematical Sciences and Biocenter Oulu, University of Oulu, Oulu FI-90014, Finland
| | - Harry X Wu
- Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå SE-901 83, Sweden
| | | | - Maria Rosario García-Gil
- Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå SE-901 83, Sweden.
| |
Collapse
|
16
|
Genomic Prediction of Growth and Stem Quality Traits in Eucalyptus globulus Labill. at Its Southernmost Distribution Limit in Chile. FORESTS 2018. [DOI: 10.3390/f9120779] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The present study was undertaken to examine the ability of different genomic selection (GS) models to predict growth traits (diameter at breast height, tree height and wood volume), stem straightness and branching quality of Eucalyptus globulus Labill. trees using a genome-wide Single Nucleotide Polymorphism (SNP) chip (60 K), in one of the southernmost progeny trials of the species, close to its southern distribution limit in Chile. The GS methods examined were Ridge Regression-BLUP (RRBLUP), Bayes-A, Bayes-B, Bayesian least absolute shrinkage and selection operator (BLASSO), principal component regression (PCR), supervised PCR and a variant of the RRBLUP method that involves the previous selection of predictor variables (RRBLUP-B). RRBLUP-B and supervised PCR models presented the greatest predictive ability (PA), followed by the PCR method, for most of the traits studied. The highest PA was obtained for the branching quality (~0.7). For the growth traits, the maximum values of PA varied from 0.43 to 0.54, while for stem straightness, the maximum value of PA reached 0.62 (supervised PCR). The study population presented a more extended linkage disequilibrium (LD) than other populations of E. globulus previously studied. The genome-wide LD decayed rapidly within 0.76 Mbp (threshold value of r2 = 0.1). The average LD on all chromosomes was r2 = 0.09. In addition, the 0.15% of total pairs of linked SNPs were in a complete LD (r2 = 1), and the 3% had an r2 value >0.5. Genomic prediction, which is based on the reduction in dimensionality and variable selection may be a promising method, considering the early growth of the trees and the low-to-moderate values of heritability found in the traits evaluated. These findings provide new understanding of how develop novel breeding strategies for tree improvement of E. globulus at its southernmost range limit in Chile, which could represent new opportunities for forest planting that can benefit the local economy.
Collapse
|
17
|
Rosa JRBF, Mantello CC, Garcia D, de Souza LM, da Silva CC, Gazaffi R, da Silva CC, Toledo-Silva G, Cubry P, Garcia AAF, de Souza AP, Le Guen V. QTL detection for growth and latex production in a full-sib rubber tree population cultivated under suboptimal climate conditions. BMC PLANT BIOLOGY 2018; 18:223. [PMID: 30305095 PMCID: PMC6180592 DOI: 10.1186/s12870-018-1450-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 09/27/2018] [Indexed: 05/05/2023]
Abstract
BACKGROUND Rubber tree is cultivated in mainly Southeast Asia and is by far the most significant source of natural rubber production worldwide. However, the genetic architecture underlying the primary agronomic traits of this crop has not been widely characterized. This study aimed to identify quantitative trait loci (QTLs) associated with growth and latex production using a biparental population established in suboptimal growth conditions in Brazil. RESULTS A full-sib population composed of 251 individuals was developed from crossing two high-producing Asiatic rubber tree cultivars, PR 255 and PB 217. This mapping population was genotyped with microsatellite markers from enriched genomic libraries or transcriptome datasets and single-nucleotide polymorphism (SNP) markers, leading to construction of a saturated multipoint integrated genetic map containing 354 microsatellite and 151 SNP markers. Height and circumference measurements repeated over a six-year period and registration of cumulative latex production during six consecutive months on the same individuals allowed in-depth characterization of the genetic values of several growth traits and precocious latex production. Growth traits, circumference and height, were overall positively correlated, whereas latex production was not correlated or even negatively correlated with growth traits. A total of 86 distinct QTLs were identified, most of which were detected for only one trait. Among these QTLs, 15 were linked to more than one phenotypic trait (up to 4 traits simultaneously). Latex production and circumference increments during the last wintering period were associated with the highest numbers of identified QTLs (eleven and nine, respectively), jointly explaining the most significantly observed phenotypic variances (44.1% and 44.4%, respectively). The most important QTL for latex production, located on linkage group 16, had an additive effect of the male parent PB 217 and corresponded to a QTL at the same position detected in a previous study carried out in Thailand for the biparental population RRIM 600 x PB 217. CONCLUSIONS Our results identified a set of significant QTLs for rubber tree, showing that the performance of modern Asiatic cultivars can still be improved and paving the way for further marker-assisted selection, which could accelerate breeding programs.
Collapse
Affiliation(s)
- João Ricardo Bachega Feijó Rosa
- Department of Genetics, Luiz de Queiros College of Agriculture (ESALQ), University of São Paulo (USP), Avenida Pádua Dias, 11, Pircacicaba, SP 13400-970 Brazil
- FTS Sementes S.A., Avenida Newton Slaviero, Ponta Grossa, PR 84043-560 Brazil
| | - Camila Campos Mantello
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, SP Brazil
- National Institute of Agricultural Botany (NIAB), Huntingdon Road, Cambridge, CB3 0 LE UK
| | - Dominique Garcia
- CIRAD, UMR AGAP, F-34398 Montpellier, France
- AGAP, Univ Montpellier, CIRAD, INRA, INRIA, Montpellier SupAgro, Montpellier, France
| | - Lívia Moura de Souza
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, SP Brazil
| | - Carla Cristina da Silva
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, SP Brazil
| | - Rodrigo Gazaffi
- Center of Agronomic Sciences, Department of Biotechnology and Vegetal and Animal Production, Federal University of São Carlos (UFSCAR), Jardim Residencial Pedras Preciosas, Araras, SP 13604900 Brazil
| | - Cícero Casimiro da Silva
- Plantation E. Michelin, R&D Department, Rua João de Barro quadra 22 lote 16, Ouro Branco do Sul, Itiquira, MT 78790-000 Brazil
| | - Guilherme Toledo-Silva
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, SP Brazil
- Laboratory of Biomarkers of Aquatic Contamination and Immunochemistry - LABCAI, Biochemistry Department, Federal University Santa Catarina, Florianópolis, Brazil
| | - Philippe Cubry
- IRD, UMR DiADE, 911 avenue Agropolis, BP 64501, 34394, Montpellier cedex 5, France
| | - Antonio Augusto Franco Garcia
- Department of Genetics, Luiz de Queiros College of Agriculture (ESALQ), University of São Paulo (USP), Avenida Pádua Dias, 11, Pircacicaba, SP 13400-970 Brazil
| | - Anete Pereira de Souza
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, SP Brazil
- Department of Plant Biology, Biology Institute, University of Campinas (UNICAMP), Campinas, SP Brazil
| | - Vincent Le Guen
- CIRAD, UMR AGAP, F-34398 Montpellier, France
- AGAP, Univ Montpellier, CIRAD, INRA, INRIA, Montpellier SupAgro, Montpellier, France
| |
Collapse
|
18
|
Butler JB, Vaillancourt RE, Potts BM, Lee DJ, King GJ, Baten A, Shepherd M, Freeman JS. Comparative genomics of Eucalyptus and Corymbia reveals low rates of genome structural rearrangement. BMC Genomics 2017; 18:397. [PMID: 28532390 PMCID: PMC5441008 DOI: 10.1186/s12864-017-3782-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 05/10/2017] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Previous studies suggest genome structure is largely conserved between Eucalyptus species. However, it is unknown if this conservation extends to more divergent eucalypt taxa. We performed comparative genomics between the eucalypt genera Eucalyptus and Corymbia. Our results will facilitate transfer of genomic information between these important taxa and provide further insights into the rate of structural change in tree genomes. RESULTS We constructed three high density linkage maps for two Corymbia species (Corymbia citriodora subsp. variegata and Corymbia torelliana) which were used to compare genome structure between both species and Eucalyptus grandis. Genome structure was highly conserved between the Corymbia species. However, the comparison of Corymbia and E. grandis suggests large (from 1-13 MB) intra-chromosomal rearrangements have occurred on seven of the 11 chromosomes. Most rearrangements were supported through comparisons of the three independent Corymbia maps to the E. grandis genome sequence, and to other independently constructed Eucalyptus linkage maps. CONCLUSIONS These are the first large scale chromosomal rearrangements discovered between eucalypts. Nonetheless, in the general context of plants, the genomic structure of the two genera was remarkably conserved; adding to a growing body of evidence that conservation of genome structure is common amongst woody angiosperms.
Collapse
Affiliation(s)
- J B Butler
- School of Biological Science, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - R E Vaillancourt
- School of Biological Science and ARC Training Centre for Forest Value, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - B M Potts
- School of Biological Science and ARC Training Centre for Forest Value, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - D J Lee
- Forest Industries Research Centre, University of the Sunshine Coast, Locked Bag 4, Maroochydore DC, QLD, 4558, Australia
| | - G J King
- Southern Cross Plant Science, Southern Cross University, Military Rd, Lismore, NSW, 2480, Australia
| | - A Baten
- Southern Cross Plant Science, Southern Cross University, Military Rd, Lismore, NSW, 2480, Australia
| | - M Shepherd
- Southern Cross Plant Science, Southern Cross University, Military Rd, Lismore, NSW, 2480, Australia
| | - J S Freeman
- School of Biological Science, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia.
| |
Collapse
|
19
|
Resende RT, Resende MDV, Silva FF, Azevedo CF, Takahashi EK, Silva-Junior OB, Grattapaglia D. Regional heritability mapping and genome-wide association identify loci for complex growth, wood and disease resistance traits in Eucalyptus. THE NEW PHYTOLOGIST 2017; 213:1287-1300. [PMID: 28079935 DOI: 10.1111/nph.14266] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 09/08/2016] [Indexed: 05/18/2023]
Abstract
Although genome-wide association studies (GWAS) have provided valuable insights into the decoding of the relationships between sequence variation and complex phenotypes, they have explained little heritability. Regional heritability mapping (RHM) provides heritability estimates for genomic segments containing both common and rare allelic effects that individually contribute too little variance to be detected by GWAS. We carried out GWAS and RHM for seven growth, wood and disease resistance traits in a breeding population of 768 Eucalyptus hybrid trees using EuCHIP60K. Total genomic heritabilities accounted for large proportions (64-89%) of pedigree-based trait heritabilities, providing additional evidence that complex traits in eucalypts are controlled by many sequence variants across the frequency spectrum, each with small contributions to the phenotypic variance. RHM detected 26 quantitative trait loci (QTLs) encompassing 2191 single nucleotide polymorphisms (SNPs), whereas GWAS detected 13 single SNP-trait associations. RHM and GWAS QTLs individually explained 5-15% and 4-6% of the genomic heritability, respectively. RHM was superior to GWAS in capturing larger proportions of genomic heritability. Equated to previously mapped QTLs, our results highlighted genomic regions for further examination towards gene discovery. RHM-QTLs bearing a combination of common and rare variants could be useful enhancements to incorporate prior knowledge of the underlying genetic architecture in genomic prediction models.
Collapse
Affiliation(s)
| | - Marcos Deon Vilela Resende
- Department of Statistics, Universidade Federal de Viçosa, Viçosa, MG, 36570-000, Brazil
- EMBRAPA Forestry Research, Colombo, PR, 83411-000, Brazil
| | - Fabyano Fonseca Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, MG, 36570-000, Brazil
| | | | | | - Orzenil Bonfim Silva-Junior
- EMBRAPA Genetic Resources and Biotechnology - EPqB, 70770-910, Brasilia, DF, Brazil
- Universidade Católica de Brasília - SGAN, 916 modulo B, Brasilia, DF, 70790-160, Brazil
| | - Dario Grattapaglia
- EMBRAPA Genetic Resources and Biotechnology - EPqB, 70770-910, Brasilia, DF, Brazil
- Universidade Católica de Brasília - SGAN, 916 modulo B, Brasilia, DF, 70790-160, Brazil
| |
Collapse
|
20
|
Gion JM, Hudson CJ, Lesur I, Vaillancourt RE, Potts BM, Freeman JS. Genome-wide variation in recombination rate in Eucalyptus. BMC Genomics 2016; 17:590. [PMID: 27507140 PMCID: PMC4979139 DOI: 10.1186/s12864-016-2884-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2015] [Accepted: 07/06/2016] [Indexed: 11/25/2022] Open
Abstract
Background Meiotic recombination is a fundamental evolutionary process. It not only generates diversity, but influences the efficacy of natural selection and genome evolution. There can be significant heterogeneity in recombination rates within and between species, however this variation is not well understood outside of a few model taxa, particularly in forest trees. Eucalypts are forest trees of global economic importance, and dominate many Australian ecosystems. We studied recombination rate in Eucalyptus globulus using genetic linkage maps constructed in 10 unrelated individuals, and markers anchored to the Eucalyptus reference genome. This experimental design provided the replication to study whether recombination rate varied between individuals and chromosomes, and allowed us to study the genomic attributes and population genetic parameters correlated with this variation. Results Recombination rate varied significantly between individuals (range = 2.71 to 3.51 centimorgans/megabase [cM/Mb]), but was not significantly influenced by sex or cross type (F1 vs. F2). Significant differences in recombination rate between chromosomes were also evident (range = 1.98 to 3.81 cM/Mb), beyond those which were due to variation in chromosome size. Variation in chromosomal recombination rate was significantly correlated with gene density (r = 0.94), GC content (r = 0.90), and the number of tandem duplicated genes (r = −0.72) per chromosome. Notably, chromosome level recombination rate was also negatively correlated with the average genetic diversity across six species from an independent set of samples (r = −0.75). Conclusions The correlations with genomic attributes are consistent with findings in other taxa, however, the direction of the correlation between diversity and recombination rate is opposite to that commonly observed. We argue this is likely to reflect the interaction of selection and specific genome architecture of Eucalyptus. Interestingly, the differences amongst chromosomes in recombination rates appear stable across Eucalyptus species. Together with the strong correlations between recombination rate and features of the Eucalyptus reference genome, we maintain these findings provide further evidence for a broad conservation of genome architecture across the globally significant lineages of Eucalyptus.
Collapse
Affiliation(s)
| | - Corey J Hudson
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia.,Present address: Tasmanian Alkaloids, P.O. Box 130, Westbury, TAS, 7303, Australia
| | | | - René E Vaillancourt
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - Brad M Potts
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - Jules S Freeman
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia.
| |
Collapse
|
21
|
Gosney BJ, Potts BM, O'Reilly-Wapstra JM, Vaillancourt RE, Fitzgerald H, Davies NW, Freeman JS. Genetic control of cuticular wax compounds in Eucalyptus globulus. THE NEW PHYTOLOGIST 2016; 209:202-215. [PMID: 26262563 DOI: 10.1111/nph.13600] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 07/08/2015] [Indexed: 06/04/2023]
Abstract
Plant cuticular wax compounds perform functions that are essential for the survival of terrestrial plants. Despite their importance, the genetic control of these compounds is poorly understood outside of model taxa. Here we investigate the genetic basis of variation in cuticular compounds in Eucalyptus globulus using quantitative genetic and quantitative trait loci (QTL) analyses. Quantitative genetic analysis was conducted using 246 open-pollinated progeny from 13 native sub-races throughout the geographic range. QTL analysis was conducted using 112 clonally replicated progeny from an outcross F2 population. Nine compounds exhibited significant genetic variation among sub-races with three exhibiting signals of diversifying selection. Fifty-two QTL were found with co-location of QTL for related compounds commonly observed. Notable among these was the QTL for five wax esters, which co-located with a gene from the KCS family, previously implicated in the biosynthesis of cuticular waxes in Arabidopsis. In combination, the QTL and quantitative genetic analyses suggest the variation and differentiation in cuticular wax compounds within E. globulus has a complex genetic origin. Sub-races exhibited independent latitudinal and longitudinal differentiation in cuticular wax compounds, likely reflecting processes such as historic gene flow and diversifying selection acting upon genes that have diverse functions in distinct biochemical pathways.
Collapse
Affiliation(s)
- Benjamin J Gosney
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - Brad M Potts
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | | | - René E Vaillancourt
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - Hugh Fitzgerald
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| | - Noel W Davies
- Central Science Laboratory, University of Tasmania, Private Bag 74, Hobart, TAS, 7001, Australia
| | - Jules S Freeman
- School of Biological Sciences, University of Tasmania, Private Bag 55, Hobart, TAS, 7001, Australia
| |
Collapse
|
22
|
Li F, Zhou C, Weng Q, Li M, Yu X, Guo Y, Wang Y, Zhang X, Gan S. Comparative Genomics Analyses Reveal Extensive Chromosome Colinearity and Novel Quantitative Trait Loci in Eucalyptus. PLoS One 2015; 10:e0145144. [PMID: 26695430 PMCID: PMC4687840 DOI: 10.1371/journal.pone.0145144] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 12/01/2015] [Indexed: 02/06/2023] Open
Abstract
Dense genetic maps, along with quantitative trait loci (QTLs) detected on such maps, are powerful tools for genomics and molecular breeding studies. In the important woody genus Eucalyptus, the recent release of E. grandis genome sequence allows for sequence-based genomic comparison and searching for positional candidate genes within QTL regions. Here, dense genetic maps were constructed for E. urophylla and E. tereticornis using genomic simple sequence repeats (SSR), expressed sequence tag (EST) derived SSR, EST-derived cleaved amplified polymorphic sequence (EST-CAPS), and diversity arrays technology (DArT) markers. The E. urophylla and E. tereticornis maps comprised 700 and 585 markers across 11 linkage groups, totaling at 1,208.2 and 1,241.4 cM in length, respectively. Extensive synteny and colinearity were observed as compared to three earlier DArT-based eucalypt maps (two maps with E. grandis × E. urophylla and one map of E. globulus) and with the E. grandis genome sequence. Fifty-three QTLs for growth (10-56 months of age) and wood density (56 months) were identified in 22 discrete regions on both maps, in which only one colocalizaiton was found between growth and wood density. Novel QTLs were revealed as compared with those previously detected on DArT-based maps for similar ages in Eucalyptus. Eleven to 585 positional candidate genes were obained for a 56-month-old QTL through aligning QTL confidence interval with the E. grandis genome. These results will assist in comparative genomics studies, targeted gene characterization, and marker-assisted selection in Eucalyptus and the related taxa.
Collapse
Affiliation(s)
- Fagen Li
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Road, Beijing, 100091, China
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Changpin Zhou
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Qijie Weng
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Mei Li
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Xiaoli Yu
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Yong Guo
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Yu Wang
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Xiaohong Zhang
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
| | - Siming Gan
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Road, Beijing, 100091, China
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Longdong, Guangzhou, 510520, China
- * E-mail:
| |
Collapse
|
23
|
Mixed model approach for IBD-based QTL mapping in a complex oil palm pedigree. BMC Genomics 2015; 16:798. [PMID: 26472667 PMCID: PMC4608140 DOI: 10.1186/s12864-015-1985-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 10/06/2015] [Indexed: 11/13/2022] Open
Abstract
Background Elaeis guineensis is the world’s leading source of vegetable oil, and the demand is still increasing. Oil palm breeding would benefit from marker-assisted selection but genetic studies are scarce and inconclusive. This study aims to identify genetic bases of oil palm production using a pedigree-based approach that is innovative in plant genetics. Results A quantitative trait locus (QTL) mapping approach involving two-step variance component analysis was employed using phenotypic data on 30852 palms from crosses between more than 300 genotyped parents of two heterotic groups. Genome scans were performed at parental level by modeling QTL effects as random terms in linear mixed models with identity-by-descent (IBD) kinship matrices. Eighteen QTL regions controlling production traits were identified among a large genetically diversified sample from breeding program. QTL patterns depended on the genetic origin, with only one region shared between heterotic groups. Contrasting effects of QTLs on bunch number and weights reflected the close negative correlation between the two traits. Conclusions The pedigree-based approach using data from ongoing breeding programs is a powerful, relevant and economic approach to map QTLs. Genetic determinisms contributing to heterotic effects have been identified and provide valuable information for orienting oil palm breeding strategies. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1985-3) contains supplementary material, which is available to authorized users.
Collapse
|
24
|
Silva-Junior OB, Faria DA, Grattapaglia D. A flexible multi-species genome-wide 60K SNP chip developed from pooled resequencing of 240 Eucalyptus tree genomes across 12 species. THE NEW PHYTOLOGIST 2015; 206:1527-40. [PMID: 25684350 DOI: 10.1111/nph.13322] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Accepted: 01/02/2015] [Indexed: 05/23/2023]
Abstract
We used whole genome resequencing of pooled individuals to develop a high-density single-nucleotide polymorphism (SNP) chip for Eucalyptus. Genomes of 240 trees of 12 species were sequenced at 3.5× each, and 46 997 586 raw SNP variants were subject to multivariable filtering metrics toward a multispecies, genome-wide distributed chip content. Of the 60 904 SNPs on the chip, 59 222 were genotyped and 51 204 were polymorphic across 14 Eucalyptus species, providing a 96% genome-wide coverage with 1 SNP/12-20 kb, and 47 069 SNPs at ≤ 10 kb from 30 444 of the 33 917 genes in the Eucalyptus genome. Given the EUChip60K multi-species genotyping flexibility, we show that both the sample size and taxonomic composition of cluster files impact heterozygous call specificity and sensitivity by benchmarking against 'gold standard' genotypes derived from deeply sequenced individual tree genomes. Thousands of SNPs were shared across species, likely representing ancient variants arisen before the split of these taxa, hinting to a recent eucalypt radiation. We show that the variable SNP filtering constraints allowed coverage of the entire site frequency spectrum, mitigating SNP ascertainment bias. The EUChip60K represents an outstanding tool with which to address population genomics questions in Eucalyptus and to empower genomic selection, GWAS and the broader study of complex trait variation in eucalypts.
Collapse
Affiliation(s)
- Orzenil B Silva-Junior
- Laboratório de Bioinformática, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
- Programa de Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, SGAN 916, 70790-160, Brasilia, DF, Brazil
| | - Danielle A Faria
- Laboratório de Genética Vegetal, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
| | - Dario Grattapaglia
- Programa de Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, SGAN 916, 70790-160, Brasilia, DF, Brazil
- Laboratório de Genética Vegetal, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
| |
Collapse
|
25
|
Margarido GRA, Pastina MM, Souza AP, Garcia AAF. Multi-trait multi-environment quantitative trait loci mapping for a sugarcane commercial cross provides insights on the inheritance of important traits. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2015; 35:175. [PMID: 26273212 PMCID: PMC4529881 DOI: 10.1007/s11032-015-0366-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Accepted: 07/29/2015] [Indexed: 05/13/2023]
Abstract
Breeding trials typically consist of phenotypic observations for various traits evaluated in multiple environments. For sugarcane in particular, repeated measures are obtained for plant crop and one or more ratoons, such that joint analysis through mixed models for modeling heterogeneous genetic (co)variances between traits, locations and harvests is appropriate. This modeling approach also enables us to include molecular marker information, aiding in understanding the genetic architecture of quantitative traits. Our work aims at detecting QTL and QTL by environment interactions by fitting mixed models with multiple QTLs, with appropriate modeling of multi-trait multi-environment data for outcrossing species. We evaluated 100 individuals from a biparental cross at two locations and three years for fiber content, sugar content (POL) and tonnes of cane per hectare (TCH). We detected 13 QTLs exhibiting QTL by location, QTL by harvest or the three-way interaction. Overall, 11 of the 13 effects presented some degree of pleiotropy, affecting at least two traits. Furthermore, these QTLs always affected fiber and TCH in the same direction, whereas POL was affected in the opposite way. There was no evidence in favor of the linked QTL over the pleiotropic QTL hypothesis for any detected genome position. These results provide valuable insights into the genetic basis of quantitative variation in sugarcane and the genetic relation between traits.
Collapse
Affiliation(s)
- G. R. A. Margarido
- />Departamento de Genética, Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ), Universidade de São Paulo (USP), CP 83, Piracicaba, SP 13418-900 Brazil
| | - M. M. Pastina
- />Embrapa Milho e Sorgo, CP 285, Sete Lagoas, MG 35701-970 Brazil
| | - A. P. Souza
- />Centro de Biologia Molecular e Engenharia Genética (CBMEG), Departamento de Genética e Evolução, Universidade Estadual de Campinas (UNICAMP), Cidade Universitária Zeferino Vaz, CP6010, Campinas, SP 13083-875 Brazil
| | - A. A. F. Garcia
- />Departamento de Genética, Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ), Universidade de São Paulo (USP), CP 83, Piracicaba, SP 13418-900 Brazil
| |
Collapse
|
26
|
Sumathi M, Yasodha R. Microsatellite resources of Eucalyptus: current status and future perspectives. BOTANICAL STUDIES 2014; 55:73. [PMID: 28510953 PMCID: PMC5430318 DOI: 10.1186/s40529-014-0073-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 09/30/2014] [Indexed: 06/07/2023]
Abstract
Eucalyptus is the premier paper pulp, short rotation plantation species grown all over the world. Genetic improvement programs integrating molecular marker tools are in progress in many parts of the globe to increase the productivity. Whole genome sequence and expressed sequence tags (ESTs) of the eucalypts paved way for introduction of molecular genetics and breeding in this genus. Different molecular characterization approaches have been used simultaneously in eucalypts, however, microsatellites or simple sequence repeats (SSRs) with their prolific characteristics could occupy a special niche in Eucalyptus genetic improvement. Further, highly informative SSRs were used for the clonal identity, genetic fidelity and in certification of breeder's rights. Eucalyptus genetic linkage maps generated with microsatellite loci were used successfully to identify quantitative trait loci (QTLs) for various economically important traits. Progressively more numbers of microsatellites are being linked to genes associated with adaptive and functional variations, therefore making their utility broader in genetic applications. Availability of common SSR markers across the species provides an opportunity to validate the expression of QTLs across variable genetic backgrounds and accurately compare the position of QTLs in other species. Recent evidences suggest that the presence of SSRs in micro RNAs of plant species play a role in the quantitative trait expression. Similar studies in eucalypts may provide new insights into the genetic architecture of transcript-level variations and post transcriptional gene regulation. This review on eucalypts microsatellites, highlights the availability and characteristics of genomic and eSSRs and their potential in genetic analysis of natural and breeding populations and also discusses the future prospects in population genetics and marker assisted selection.
Collapse
Affiliation(s)
- Murugan Sumathi
- Division of Plant Biotechnology, Institute of Forest Genetics and Tree Breeding, Coimbatore, 641 002 India
| | - Ramasamy Yasodha
- Division of Plant Biotechnology, Institute of Forest Genetics and Tree Breeding, Coimbatore, 641 002 India
| |
Collapse
|
27
|
Grattapaglia D, Mamani EMC, Silva-Junior OB, Faria DA. A novel genome-wide microsatellite resource for species ofEucalyptuswith linkage-to-physical correspondence on the reference genome sequence. Mol Ecol Resour 2014; 15:437-48. [DOI: 10.1111/1755-0998.12317] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 08/05/2014] [Accepted: 08/13/2014] [Indexed: 12/29/2022]
Affiliation(s)
- Dario Grattapaglia
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Eva M. C. Mamani
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Orzenil B. Silva-Junior
- Programa de Ciências Genômicas e Biotecnologia; Universidade Católica de Brasília; SGAN 916 Brasilia DF 70790-160 Brazil
- Laboratório de Bioinformática; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Danielle A. Faria
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| |
Collapse
|
28
|
de Miguel M, Cabezas JA, de María N, Sánchez-Gómez D, Guevara MÁ, Vélez MD, Sáez-Laguna E, Díaz LM, Mancha JA, Barbero MC, Collada C, Díaz-Sala C, Aranda I, Cervera MT. Genetic control of functional traits related to photosynthesis and water use efficiency in Pinus pinaster Ait. drought response: integration of genome annotation, allele association and QTL detection for candidate gene identification. BMC Genomics 2014; 15:464. [PMID: 24919981 PMCID: PMC4144121 DOI: 10.1186/1471-2164-15-464] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Accepted: 06/05/2014] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Understanding molecular mechanisms that control photosynthesis and water use efficiency in response to drought is crucial for plant species from dry areas. This study aimed to identify QTL for these traits in a Mediterranean conifer and tested their stability under drought. RESULTS High density linkage maps for Pinus pinaster were used in the detection of QTL for photosynthesis and water use efficiency at three water irrigation regimes. A total of 28 significant and 27 suggestive QTL were found. QTL detected for photochemical traits accounted for the higher percentage of phenotypic variance. Functional annotation of genes within the QTL suggested 58 candidate genes for the analyzed traits. Allele association analysis in selected candidate genes showed three SNPs located in a MYB transcription factor that were significantly associated with efficiency of energy capture by open PSII reaction centers and specific leaf area. CONCLUSIONS The integration of QTL mapping of functional traits, genome annotation and allele association yielded several candidate genes involved with molecular control of photosynthesis and water use efficiency in response to drought in a conifer species. The results obtained highlight the importance of maintaining the integrity of the photochemical machinery in P. pinaster drought response.
Collapse
Affiliation(s)
- Marina de Miguel
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - José-Antonio Cabezas
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - Nuria de María
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - David Sánchez-Gómez
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
| | - María-Ángeles Guevara
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - María-Dolores Vélez
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - Enrique Sáez-Laguna
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - Luis-Manuel Díaz
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - Jose-Antonio Mancha
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
| | - María-Carmen Barbero
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| | - Carmen Collada
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
- />ETSIM, Departamento de Biotecnología, Ciudad Universitaria, s/n, 28040 Madrid, Spain
| | - Carmen Díaz-Sala
- />Departamento de Ciencias de la Vida, Universidad de Alcalá, Ctra. de Barcelona Km 33.6, 28871 Alcalá de Henares, Madrid, Spain
| | - Ismael Aranda
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
| | - María-Teresa Cervera
- />Departamento de Ecología y Genética Forestal, INIA-CIFOR., Ctra, de La Coruña Km 7.5, 28040 Madrid, Spain
- />Unidad Mixta de Genómica y Ecofisiología Forestal, INIA/UPM, Madrid, Spain
| |
Collapse
|
29
|
Medeiros JS, Pockman WT. Freezing regime and trade-offs with water transport efficiency generate variation in xylem structure across diploid populations of Larrea sp. (Zygophyllaceae). AMERICAN JOURNAL OF BOTANY 2014; 101:598-607. [PMID: 24699537 DOI: 10.3732/ajb.1400046] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
PREMISE OF THE STUDY The impact of changing temperature regime on plant distributions may depend on the nature of physiological variation among populations. The arid-land genus Larrea spans habitats with a range of freezing frequency in North and South America. We hypothesized that variation in xylem anatomy among populations and species within this genus is driven by plasticity and trade-offs between safety from freeze-thaw embolism and water transport efficiency. METHODS We measured vessel density and diameter distributions to predict freeze-thaw embolism and water transport capacity for high and low latitude populations of three Larrea species grown in the field and a greenhouse common garden. KEY RESULTS Among field-grown L. divaricata, low latitude plants had larger mean vessel diameter and greater predicted freeze-thaw embolism, but higher water transport capacity compared with high latitude plants. Though high latitude L. tridentata and L. nitida had abundant smaller vessels, these plants also produced very large vessels and had semi ring-porous wood structure. Thus, their predicted embolism and water transport capacity were comparable to those of low latitude plants. Differences among field-grown and common-garden-grown plants demonstrate that plasticity contributes to population differentiation in xylem characters, though high latitude L. divaricata exhibited relatively lower plasticity. CONCLUSIONS Our results indicate that a trade-off between transport safety and efficiency contributes substantially to variation in xylem structure within the genus Larrea. In addition, we suggest that xylem plasticity may play a role in negotiating these trade-offs, with implications for responses to future climate change.
Collapse
|
30
|
Cappa EP, El-Kassaby YA, Garcia MN, Acuña C, Borralho NMG, Grattapaglia D, Marcucci Poltri SN. Impacts of population structure and analytical models in genome-wide association studies of complex traits in forest trees: a case study in Eucalyptus globulus. PLoS One 2013; 8:e81267. [PMID: 24282578 PMCID: PMC3839935 DOI: 10.1371/journal.pone.0081267] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 10/10/2013] [Indexed: 01/01/2023] Open
Abstract
The promise of association genetics to identify genes or genomic regions controlling complex traits has generated a flurry of interest. Such phenotype-genotype associations could be useful to accelerate tree breeding cycles, increase precision and selection intensity for late expressing, low heritability traits. However, the prospects of association genetics in highly heterozygous undomesticated forest trees can be severely impacted by the presence of cryptic population and pedigree structure. To investigate how to better account for this, we compared the GLM and five combinations of the Unified Mixed Model (UMM) on data of a low-density genome-wide association study for growth and wood property traits carried out in a Eucalyptus globulus population (n = 303) with 7,680 Diversity Array Technology (DArT) markers. Model comparisons were based on the degree of deviation from the uniform distribution and estimates of the mean square differences between the observed and expected p-values of all significant marker-trait associations detected. Our analysis revealed the presence of population and family structure. There was not a single best model for all traits. Striking differences in detection power and accuracy were observed among the different models especially when population structure was not accounted for. The UMM method was the best and produced superior results when compared to GLM for all traits. Following stringent correction for false discoveries, 18 marker-trait associations were detected, 16 for tree diameter growth and two for lignin monomer composition (S∶G ratio), a key wood property trait. The two DArT markers associated with S∶G ratio on chromosome 10, physically map within 1 Mbp of the ferulate 5-hydroxylase (F5H) gene, providing a putative independent validation of this marker-trait association. This study details the merit of collectively integrate population structure and relatedness in association analyses in undomesticated, highly heterozygous forest trees, and provides additional insights into the nature of complex quantitative traits in Eucalyptus.
Collapse
Affiliation(s)
- Eduardo P. Cappa
- Instituto de Recursos Biológicos, Centro de Investigación en Recursos Naturales, Instituto Nacional de Tecnología Agropecuaria (INTA) and Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Hurlingham, Buenos Aires, Argentina
- * E-mail:
| | - Yousry A. El-Kassaby
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Martín N. Garcia
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| | - Cintia Acuña
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| | - Nuno M. G. Borralho
- Private Consultant, Cartaxo, Portugal and Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade Técnica de Lisboa, Lisboa, Portugal
| | - Dario Grattapaglia
- EMBRAPA Genetic Resources and Biotechnology and Genomic Sciences Program, Universidade Católica de Brasília, Brasilia DF, Brazil
| | - Susana N. Marcucci Poltri
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| |
Collapse
|
31
|
Kremer A, Potts BM, Delzon S. Genetic divergence in forest trees: understanding the consequences of climate change. Funct Ecol 2013. [DOI: 10.1111/1365-2435.12169] [Citation(s) in RCA: 89] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Antoine Kremer
- INRA; UMR1202 Biodiversité Gènes et Communautés; Cestas F-33610, France
- Université de Bordeaux, UMR1202 Biodiversité Gènes et Communautés; Talence F-33410 France
| | - Brad M. Potts
- School of Plant Science and National Centre for Future Forest Industries; University of Tasmania; Private Bag 55 Hobart TAS 7001, Australia
| | - Sylvain Delzon
- INRA; UMR1202 Biodiversité Gènes et Communautés; Cestas F-33610, France
- Université de Bordeaux, UMR1202 Biodiversité Gènes et Communautés; Talence F-33410 France
| |
Collapse
|
32
|
Bartholomé J, Salmon F, Vigneron P, Bouvet JM, Plomion C, Gion JM. Plasticity of primary and secondary growth dynamics in Eucalyptus hybrids: a quantitative genetics and QTL mapping perspective. BMC PLANT BIOLOGY 2013; 13:120. [PMID: 23978279 PMCID: PMC3870978 DOI: 10.1186/1471-2229-13-120] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Accepted: 08/14/2013] [Indexed: 05/05/2023]
Abstract
BACKGROUND The genetic basis of growth traits has been widely studied in forest trees. Quantitative trait locus (QTL) studies have highlighted the presence of both stable and unstable genomic regions accounting for biomass production with respect to tree age and genetic background, but results remain scarce regarding the interplay between QTLs and the environment. In this study, our main objective was to dissect the genetic architecture of the growth trajectory with emphasis on genotype x environment interaction by measuring primary and secondary growth covering intervals connected with environmental variations. RESULTS Three different trials with the same family of Eucalyptus urophylla x E. grandis hybrids (with different genotypes) were planted in the Republic of Congo, corresponding to two QTL mapping experiments and one clonal test. Height and radial growths were monitored at regular intervals from the seedling stage to five years old. The correlation between growth increments and an aridity index revealed that growth before two years old (r = 0.5; 0.69) was more responsive to changes in water availability than late growth (r = 0.39; 0.42) for both height and circumference. We found a regular increase in heritability with time for cumulative growth for both height [0.06 - 0.33] and circumference [0.06 - 0.38]. Heritabilities for incremental growth were more heterogeneous over time even if ranges of variation were similar (height [0-0.31]; circumference [0.19 to 0.48]). Within the trials, QTL analysis revealed collocations between primary and secondary growth QTLs as well as between early growth increments and final growth QTLs. Between trials, few common QTLs were detected highlighting a strong environmental effect on the genetic architecture of growth, validated by significant QTL x E interactions. CONCLUSION These results suggest that early growth responses to water availability determine the genetic architecture of total growth at the mature stage and highlight the importance of considering growth as a composite trait (such as yields for annual plants) for a better understanding of its genetic bases.
Collapse
Affiliation(s)
- Jérôme Bartholomé
- CIRAD, UMR AGAP, F-33612 Cestas, France
- INRA, UMR BIOGECO, F-33612 Cestas, France
| | | | - Philippe Vigneron
- CIRAD, UMR AGAP, Pointe Noire, Congo
- CRDPI, BP 1291 Pointe Noire, Rep. of Congo
| | | | | | - Jean-Marc Gion
- CIRAD, UMR AGAP, F-33612 Cestas, France
- INRA, UMR BIOGECO, F-33612 Cestas, France
| |
Collapse
|