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Bird KA, Brock JR, Grabowski PP, Harder AM, Healy AL, Shu S, Barry K, Boston L, Daum C, Guo J, Lipzen A, Walstead R, Grimwood J, Schmutz J, Lu C, Comai L, McKay JK, Pires JC, Edger PP, Lovell JT, Kliebenstein DJ. Allopolyploidy expanded gene content but not pangenomic variation in the hexaploid oilseed Camelina sativa. Genetics 2025; 229:1-44. [PMID: 39545504 DOI: 10.1093/genetics/iyae183] [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: 08/08/2024] [Accepted: 11/01/2024] [Indexed: 11/17/2024] Open
Abstract
Ancient whole-genome duplications are believed to facilitate novelty and adaptation by providing the raw fuel for new genes. However, it is unclear how recent whole-genome duplications may contribute to evolvability within recent polyploids. Hybridization accompanying some whole-genome duplications may combine divergent gene content among diploid species. Some theory and evidence suggest that polyploids have a greater accumulation and tolerance of gene presence-absence and genomic structural variation, but it is unclear to what extent either is true. To test how recent polyploidy may influence pangenomic variation, we sequenced, assembled, and annotated 12 complete, chromosome-scale genomes of Camelina sativa, an allohexaploid biofuel crop with 3 distinct subgenomes. Using pangenomic comparative analyses, we characterized gene presence-absence and genomic structural variation both within and between the subgenomes. We found over 75% of ortholog gene clusters are core in C. sativa and <10% of sequence space was affected by genomic structural rearrangements. In contrast, 19% of gene clusters were unique to one subgenome, and the majority of these were Camelina specific (no ortholog in Arabidopsis). We identified an inversion that may contribute to vernalization requirements in winter-type Camelina and an enrichment of Camelina-specific genes with enzymatic processes related to seed oil quality and Camelina's unique glucosinolate profile. Genes related to these traits exhibited little presence-absence variation. Our results reveal minimal pangenomic variation in this species and instead show how hybridization accompanied by whole-genome duplication may benefit polyploids by merging diverged gene content of different species.
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Affiliation(s)
- Kevin A Bird
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
| | - Jordan R Brock
- Department of Horticulture, Michigan State University, East Lansing, MI 48823, USA
| | - Paul P Grabowski
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Avril M Harder
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Adam L Healy
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Shengqiang Shu
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Kerrie Barry
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - LoriBeth Boston
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Christopher Daum
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Jie Guo
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Anna Lipzen
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Rachel Walstead
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Jane Grimwood
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Jeremy Schmutz
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Chaofu Lu
- Department of Plant Sciences and Plant Pathology, University of Montana, Bozeman, MT 59715, USA
| | - Luca Comai
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
| | - John K McKay
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - J Chris Pires
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI 48823, USA
| | - John T Lovell
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
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Jayakody TB, Zarka D, Cho KH, Jensen J, Sikora S, Buell CR, Douches DS, Nadakuduti SS. Genome-wide evaluation of gene editing outcomes using CRISPR/Cas9 in seed propagated Camelina sativa and vegetatively propagated Solanum tuberosum. FRONTIERS IN PLANT SCIENCE 2024; 15:1496861. [PMID: 39659410 PMCID: PMC11628256 DOI: 10.3389/fpls.2024.1496861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 10/28/2024] [Indexed: 12/12/2024]
Abstract
CRISPR/Cas9 is the most popular genome editing platform for investigating gene function or improving traits in plants. The specificity of gene editing has yet to be evaluated at a genome-wide scale in seed-propagated Camelina sativa (L.) Crantz (camelina) or clonally propagated Solanum tuberosum L. (potato). In this study, seven potato and nine camelina stable transgenic Cas9-edited plants were evaluated for on and off-target editing outcomes using 55x and 60x coverage whole genome shotgun sequencing data, respectively. For both potato and camelina, a prevalence of mosaic somatic edits from constitutive Cas9 expression was discovered as well as evidence of transgenerational editing in camelina. CRISPR/Cas9 editing provided negligible off-target activity compared to background variation in both species. The results from this study guide deployment and risk assessment of genome editing in commercially relevant traits in food crops.
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Affiliation(s)
- Thilani B. Jayakody
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Daniel Zarka
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Keun Ho Cho
- Environmental Horticulture Department, University of Florida, Gainesville, FL, United States
| | - Jacob Jensen
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Samantha Sikora
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - C. Robin Buell
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, United States
- Department of Crop & Soil Sciences, University of Georgia, Athens, GA, United States
- Institute of Plant Breeding, Genetics & Genomics, University of Georgia, Athens, GA, United States
- The Plant Center, University of Georgia, Athens, GA, United States
| | - David S. Douches
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Satya Swathi Nadakuduti
- Environmental Horticulture Department, University of Florida, Gainesville, FL, United States
- Plant Molecular and Cellular Biology Program, University of Florida, Gainesville, FL, United States
- University of Florida Genetics Institute, Gainesville, FL, United States
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Brock JR, Bird KA, Platts AE, Gomez-Cano F, Gupta SK, Palos K, Railey CE, Teresi SJ, Lee YS, Magallanes-Lundback M, Pawlowski EG, Nelson ADL, Grotewold E, Edger PP. Exploring genetic diversity, population structure, and subgenome differences in the allopolyploid Camelina sativa: implications for future breeding and research studies. HORTICULTURE RESEARCH 2024; 11:uhae247. [PMID: 39539416 PMCID: PMC11560372 DOI: 10.1093/hr/uhae247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 08/26/2024] [Indexed: 11/16/2024]
Abstract
Camelina (Camelina sativa), an allohexaploid species, is an emerging aviation biofuel crop that has been the focus of resurgent interest in recent decades. To guide future breeding and crop improvement efforts, the community requires a deeper comprehension of subgenome dominance, often noted in allopolyploid species, "alongside an understanding of the genetic diversity" and population structure of material present within breeding programs. We conducted population genetic analyses of a C. sativa diversity panel, leveraging a new genome, to estimate nucleotide diversity and population structure, and analyzed for patterns of subgenome expression dominance among different organs. Our analyses confirm that C. sativa has relatively low genetic diversity and show that the SG3 subgenome has substantially lower genetic diversity compared to the other two subgenomes. Despite the low genetic diversity, our analyses identified 13 distinct subpopulations including two distinct wild populations and others putatively representing founders in existing breeding populations. When analyzing for subgenome composition of long non-coding RNAs, which are known to play important roles in (a)biotic stress tolerance, we found that the SG3 subgenome contained significantly more lincRNAs compared to other subgenomes. Similarly, transcriptome analyses revealed that expression dominance of SG3 is not as strong as previously reported and may not be universal across all organ types. From a global analysis, SG3 "was only significant higher expressed" in flower, flower bud, and fruit organs, which is an important discovery given that the crop yield is associated with these organs. Collectively, these results will be valuable for guiding future breeding efforts in camelina.
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Affiliation(s)
- Jordan R Brock
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
| | - Kevin A Bird
- Department of Plant Sciences, University of California-Davis, 1 Shields Ave, Davis, CA 95616, USA
| | - Adrian E Platts
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
| | - Fabio Gomez-Cano
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Suresh Kumar Gupta
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Kyle Palos
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Caylyn E Railey
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
- Plant Biology Graduate Field, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Scott J Teresi
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
- Genetics and Genome Sciences Program, Michigan State University, 567 Wilson Rd Room 2165, East Lansing, MI 48824, USA
| | - Yun Sun Lee
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | | | - Emily G Pawlowski
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Andrew D L Nelson
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Erich Grotewold
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
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Ji H, Liu J, Chen Y, Yu X, Luo C, Sang L, Zhou J, Liao H. Bioinformatic Analysis of Codon Usage Bias of HSP20 Genes in Four Cruciferous Species. PLANTS (BASEL, SWITZERLAND) 2024; 13:468. [PMID: 38498447 PMCID: PMC10892267 DOI: 10.3390/plants13040468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 01/31/2024] [Accepted: 02/04/2024] [Indexed: 03/20/2024]
Abstract
Heat shock protein 20 (HSP20) serves as a chaperone and plays roles in numerous biological processes, but the codon usage bias (CUB) of its genes has remained unexplored. This study identified 140 HSP20 genes from four cruciferous species, Arabidopsis thaliana, Brassica napus, Brassica rapa, and Camelina sativa, that were identified from the Ensembl plants database, and we subsequently investigated their CUB. As a result, the base composition analysis revealed that the overall GC content of HSP20 genes was below 50%. The overall GC content significantly correlated with the constituents at three codon positions, implying that both mutation pressure and natural selection might contribute to the CUB. The relatively high ENc values suggested that the CUB of the HSP20 genes in four cruciferous species was relatively weak. Subsequently, ENc exhibited a negative correlation with gene expression levels. Analyses, including ENc-plot analysis, neutral analysis, and PR2 bias, revealed that natural selection mainly shaped the CUB patterns of HSP20 genes in these species. In addition, a total of 12 optimal codons (ΔRSCU > 0.08 and RSCU > 1) were identified across the four species. A neighbor-joining phylogenetic analysis based on coding sequences (CDS) showed that the 140 HSP20 genes were strictly and distinctly clustered into 12 subfamilies. Principal component analysis and cluster analysis based on relative synonymous codon usage (RSCU) values supported the fact that the CUB pattern was consistent with the genetic relationship at the gene level and (or) species levels. These results will not only enrich the HSP20 gene resource but also advance our understanding of the CUB of HSP20 genes, which may underlie the theoretical basis for exploration of their genetic and evolutionary pattern.
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Affiliation(s)
| | | | | | | | | | | | - Jiayu Zhou
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (H.J.); (J.L.); (Y.C.); (X.Y.); (C.L.); (L.S.)
| | - Hai Liao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (H.J.); (J.L.); (Y.C.); (X.Y.); (C.L.); (L.S.)
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