Phased genomics reveals hidden somatic mutations and provides insight into fruit development in sweet orange

Nan Wang , Peng Chen , Yuanyuan Xu , Lingxia Guo , Xianxin Li , Hualin Yi , Robert M. Larkin , Yongfeng Zhou , Xiuxin Deng , Qiang Xu

Horticulture Research ›› 2024, Vol. 11 ›› Issue (2) : 268

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Horticulture Research ›› 2024, Vol. 11 ›› Issue (2) :268 DOI: 10.1093/hr/uhad268
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Phased genomics reveals hidden somatic mutations and provides insight into fruit development in sweet orange
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Abstract

Although revisiting the discoveries and implications of genetic variations using phased genomics is critical, such efforts are still lacking. Somatic mutations represent a crucial source of genetic diversity for breeding and are especially remarkable in heterozygous perennial and asexual crops. In this study, we focused on a diploid sweet orange ( Citrus sinensis ) and constructed a haplotype-resolved genome using high fidelity (HiFi) reads, which revealed 10.6% new sequences. Based on the phased genome, we elucidate significant genetic admixtures and haplotype differences. We developed a somatic detection strategy that reveals hidden somatic mutations overlooked in a single reference genome. We generated a phased somatic variation map by combining high-depth whole-genome sequencing (WGS) data from 87 sweet orange somatic varieties. Notably, we found twice as many somatic mutations relative to a single reference genome. Using these hidden somatic mutations, we separated sweet oranges into seven major clades and provide insight into unprecedented genetic mosaicism and strong positive selection. Furthermore, these phased genomics data indicate that genomic heterozygous variations contribute to allele-specific expression during fruit development. By integrating allelic expression differences and somatic mutations, we identified a somatic mutation that induces increases in fruit size. Applications of phased genomics will lead to powerful approaches for discovering genetic variations and uncovering their effects in highly heterozygous plants. Our data provide insight into the hidden somatic mutation landscape in the sweet orange genome, which will facilitate citrus breeding.

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Nan Wang, Peng Chen, Yuanyuan Xu, Lingxia Guo, Xianxin Li, Hualin Yi, Robert M. Larkin, Yongfeng Zhou, Xiuxin Deng, Qiang Xu. Phased genomics reveals hidden somatic mutations and provides insight into fruit development in sweet orange. Horticulture Research, 2024, 11 (2) : 268 DOI:10.1093/hr/uhad268

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Acknowledgements

This project was supported by the National Key Research and Development Program of China (2022YFF1003100, 2019YFD1001400), the Agricultural Science and Technology Innovation Funds Project of Hunan Province (2022CX127, 2023CX71), and the Natural Science Foundation of Hunan Province (2021JJ40308). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Author contributions

Q.X., N.W., Y.Z. and P.C. conceived and designed the project. N.W. performed the bioinformatics analyses of the genome assembly, somatic mutant, prepared the figures, and coordinated teamwork. P.C. generated genome sequencing data and provided analysis tools. Y.X. collected samples and measured morphological traits, and generated expression data. Y.Z. and Q.X. supervised the bioinformatics analyses. N.W. and Q.X. wrote the manuscript with contributions from H.Y., L.G., X.L., R.M.L., and X.D.

Data availability statement

Data supporting the findings of this work are available within the paper and its supplementary information files. Whole genome sequencing and RNA-seq data are accessible through NCBI under the BioProject ID PRJNA967756. Genome sequences, gene annotations, and somatic mutation maps were uploaded to https://zenodo.org/record/8016647.

Conflict of interest

All authors have declared that no competing interests exist.

Supplementary information

Supplementary data is available at Horticulture Research online.

References

[1]

D’Amato F. Role of somatic mutations in the evolution of higher plants. Caryologia. 1997; 50 :1-15

[2]

Schoen DJ, Schultz ST. Somatic mutation and evolution in plants. Annu Rev Ecol Evol Syst. 2019; 50 :49-73

[3]

Wang L, Huang Y, Liu ZA. et al. Somatic variations led to the selection of acidic and acidless orange cultivars. Nat Plants. 2021; 7 :954-65

[4]

Klekowski EJ Jr, Godfrey PJ. Ageing and mutation in plants. Nature. 1989; 340 :389-91

[5]

Zheng Z, Hu H, Lei W. et al. Somatic mutations during rapid clonal domestication of Populus alba var. pyramidalis. Evol Appl. 2022; 15 :1875-87

[6]

Wang L, Ji Y, Hu Y. et al. The architecture of intra-organism mutation rate variation in plants. PLoS Biol. 2019; 17 :e3000191

[7]

Gaut BS, Miller AJ, Seymour DK. Living with two genomes: grafting and its implications for plant genome-to-genome interactions, phenotypic variation, and evolution. Annu Rev Genet. 2019; 53 :195-215

[8]

Sichel V, Sarah G, Girollet N. et al. Chimeras in Merlot grapevine revealed by phased assembly. BMC Genomics. 2023; 24 :396

[9]

Zhu K, Yan D, Wang Y. et al. Chlorophyll retention reduces storability and pathogen defense in a novel citrus brown flavedo mutant. Postharvest Biol Technol. 2022; 192 :112006

[10]

Butelli E, Licciardello C, Zhang Y. et al. Retrotransposons control fruit-specific, cold-dependent accumulation of anthocyanins in blood oranges. Plant Cell. 2012; 24 :1242-55

[11]

Reusch TBH, Baums IB, Werner B. Evolution via somatic genetic variation in modular species. Trends Ecol Evol. 2021; 36 :1083-92

[12]

Perez-Roman E, Borredá C, López-García Usach A. et al. Single-nucleotide mosaicism in citrus: Estimations of somatic mutation rates and total number of variants. Plant Genome. 2022; 15 :e20162

[13]

Wu B, Yu Q, Deng Z. et al. A chromosome-level phased genome enabling allele-level studies in sweet orange: a case study on citrus Huanglongbing tolerance. Hortic Res. 2023; 10 :1

[14]

Ko BJ, Lee C, Kim J. et al. Widespread false gene gains caused by duplication errors in genome assemblies. Genome Biol. 2022; 23 :205

[15]

Yu L, Boström C, Franzenburg S. et al. Somatic genetic drift and multilevel selection in a clonal seagrass. Nat Ecol Evol. 2020; 4 :952-62

[16]

Xie Z, Wang L, Wang L. et al. Mutation rate analysis via parent-progeny sequencing of the perennial peach. I. A low rate in woody perennials and a higher mutagenicity in hybrids. Proc R Soc B Biol Sci. 2016; 283 :20161016

[17]

Yang S, Wang L, Huang J. et al. Parent-progeny sequencing indicates higher mutation rates in heterozygotes. Nature. 2015; 523 :463-7

[18]

Bashir T, Sailer C, Gerber F. et al. Hybridization alters spontaneous mutation rates in a parent-of-origin-dependent fashion in Arabidopsis. Plant Physiol. 2014; 165 :424-37

[19]

Zhou Q, Tang D, Huang W. et al. Haplotype-resolved genome analyses of a heterozygous diploid potato. Nat Genet. 2020; 52 :1018-23

[20]

Yue J, Chen Q, Wang Y. et al. Telomere-to-telomere and gap-free reference genome assembly of the kiwifruit Actinidia chinensis. Hortic Res. 2022; 10 :uhac264

[21]

Shi X, Cao S, Wang X. et al. The complete reference genome for grapevine (Vitis vinifera L.) genetics and breeding. Hortic Res. 2023; 10 :5

[22]

Shi D, Wu J, Tang H. et al. Single-pollen-cell sequencing for gamete-based phased diploid genome assembly in plants. Genome Res. 2019; 29 :1889-99

[23]

Onuchic V, Lurie E, Carrero I. et al. Allele-specific epigenome maps reveal sequence-dependent stochastic switching at regulatory loci. Science. 2018; 361 :eaar3146

[24]

Antolin MF, Strobeck C. The population genetics of somatic mutation in plants. Am Nat. 1985; 126 :52-62

[25]

Tilk S, Tkachenko S, Curtis C. et al. Most cancers carry a substantial deleterious load due to Hill-Robertson interference. elife. 2022; 11 :e67790

[26]

Robles-Espinoza CD, Mohammadi P, Bonilla X. et al. Allele-specific expression: applications in cancer and technical considerations. Curr Opin Genet Dev. 2021; 66 :10-9

[27]

Zhu K, Zheng X, Ye J. et al. Regulation of carotenoid and chlorophyll pools in hesperidia, anatomically unique fruits found only in Citrus. Plant Physiol. 2021; 187 :829-45

[28]

Wang X, Xu Y, Zhang S. et al. Genomic analyses of primitive, wild and cultivated citrus provide insights into asexual reproduction. Nat Genet. 2017; 49 :765-72

[29]

Alonge M, Wang X, Benoit M. et al. Major impacts of widespread structural variation on gene expression and crop improvement in tomato. Cell. 2020; 182 :145-161.e23

[30]

Xu Y, Feng S, Jiao Q. et al. Comparison of MdMYB1 sequences and expression of anthocyanin biosynthetic and regulatory genes between Malus domestica Borkh. cultivar ‘Ralls’ and its blushed sport. Euphytica. 2012; 185 :157-70

[31]

Davies FS, Albrigo LG. Citrus. CAB International Wallingford; 1994

[32]

Xu Q, Chen LL, Ruan X. et al. The draft genome of sweet orange ( Citrus sinensis ). Nat Genet. 2013; 45 :59-66

[33]

Wu GA, Prochnik S, Jenkins J. et al. Sequencing of diverse mandarin, pummelo and orange genomes reveals complex history of admixture during citrus domestication. Nat Biotechnol. 2014; 32 :656-62

[34]

Wu GA, Terol J, Ibanez V. et al. Genomics of the origin and evolution of Citrus. Nature. 2018; 554 :311-6

[35]

Wang N, Song X, Ye J. et al. Structural variation and parallel evolution of apomixis in citrus during domestication and diversification. Natl Sci Rev. 2022; 9 :nwac114

[36]

Melnyk CW, Meyerowitz EM. Plant grafting. Curr Biol. 2015; 25 :R183-8

[37]

Bao Y, Zeng Z, Yao W. et al. A gap-free and haplotype-resolved lemon genome provides insights into flavor synthesis and huanglongbing (HLB) tolerance. Hortic Res. 2023; 10 :4

[38]

Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods. 2012; 9 :357-9

[39]

Quiroz D, Lensink M, Kliebenstein DJ. et al. Causes of mutation rate variability in plant genomes. Annu Rev Plant Biol. 2023; 74 :751-75

[40]

Yang Z. Estimating the pattern of nucleotide substitution. J Mol Evol. 1994; 39 :105-11

[41]

Williams MJ, Zapata L, Werner B. et al. Measuring the distribution of fitness effects in somatic evolution by combining clonal dynamics with dN/dS ratios. elife. 2020; 9 :e48714

[42]

Martincorena I, Raine KM, Gerstung M. et al. Universal patterns of selection in cancer and somatic tissues. Cell. 2017; 171 :1029-1041.e21

[43]

Lin Q, Jiang Q, Lin J. et al. Heat shock transcription factors expression during fruit development and under hot air stress in Ponkan ( Citrus reticulata Blanco cv. Ponkan) fruit. Gene. 2015; 559 :129-36

[44]

Huang H, Liu R, Niu Q. et al. Global increase in DNA methylation during orange fruit development and ripening. Proc Natl Acad Sci U S A. 2019; 116 :1430-6

[45]

Zheng X, Zhu K, Sun Q. et al. Natural variation in CCD4 promoter underpins species-specific evolution of red coloration in citrus peel. Mol Plant. 2019; 12 :1294-307

[46]

Seymour GB, Ostergaard L, Chapman NH. et al. Fruit development and ripening. Annu Rev Plant Biol. 2013; 64 :219-41

[47]

Monforte AJ, Diaz A, Cano-Delgado A. et al. The genetic basis of fruit morphology in horticultural crops: lessons from tomato and melon. J Exp Bot. 2014; 65 :4625-37

[48]

Sun L, Rodriguez GR, Clevenger JP. et al. Candidate gene selection and detailed morphological evaluations of fs8.1, a quantitative trait locus controlling tomato fruit shape. J Exp Bot. 2015; 66 :6471-82

[49]

Yue J, Chen Q, Zhang S. et al. Origin and evolution of the kiwifruit Y chromosome. Plant Biotechnol J. 2023. preprint.

[50]

Sun H, Jiao WB, Krause K. et al. Chromosome-scale and haplotype-resolved genome assembly of a tetraploid potato cultivar. Nat Genet. 2022; 54 :342-8

[51]

Liu Y, du H, Li P. et al. Pan-genome of wild and cultivated soybeans. Cell. 2020; 182 :162-176.e13

[52]

Shang L, Li X, He H. et al. A super pan-genomic landscape of rice. Cell Res. 2022; 32 :878-96

[53]

Huang Y, He J, Xu Y. et al. Pangenome analysis provides insight into the evolution of the orange subfamily and a key gene for citric acid accumulation in citrus fruits. Nat Genet. 2023; 55 :1964-75

[54]

Schmid-Siegert E, Sarkar N, Iseli C. et al. Low number of fixed somatic mutations in a long-lived oak tree. Nat Plants. 2017; 3 :926-9

[55]

Gaut BS, Seymour DK, Liu Q. et al. Demography and its effects on genomic variation in crop domestication. Nat Plants. 2018; 4 :512-20

[56]

Pineda-Krch M, Lehtilä K. Costs and benefits of genetic heterogeneity within organisms. J Evol Biol. 2004; 17 :1167-77

[57]

Gill DE, Chao L, Perkins SL. et al. Genetic mosaicism in plants and clonal animals. Annu Rev Ecol Syst. 1995; 26 :423-44

[58]

Lanfear R. Do plants have a segregated germline? PLoS Biol. 2018; 16 :e2005439

[59]

Lang GI, Rice DP, Hickman MJ. et al. Pervasive genetic hitchhiking and clonal interference in forty evolving yeast populations. Nature. 2013; 500 :571-4

[60]

Giovannoni JJ. Genetic regulation of fruit development and ripening. Plant Cell. 2004; 16 Suppl :S170-80

[61]

Seymour G, Poole M, Manning K. et al. Genetics and epigenetics of fruit development and ripening. Curr Opin Plant Biol. 2008; 11 :58-63

[62]

Zhou Y, Massonnet M, Sanjak JS. et al. Evolutionary genomics of grape (Vitis vinifera ssp. vinifera) domestication. Proc Natl Acad Sci U S A. 2017; 114 :11715-20

[63]

Pinosio S, Giacomello S, Faivre-Rampant P. et al. Characterization of the poplar pan-genome by genome-wide identification of structural variation. Mol Biol Evol. 2016; 33 :2706-19

[64]

Hussain Q, Shi J, Scheben A. et al. Genetic and signalling pathways of dry fruit size: targets for genome editing-based crop improvement. Plant Biotechnol J. 2020; 18 :1124-40

[65]

Gonçalves B, Hasson A, Belcram K. et al. A conserved role for CUP-SHAPED COTYLEDON genes during ovule development. Plant J. 2015; 83 :732-42

[66]

Kvarnheden A, Yao JL, Zhan X. et al. Isolation of three distinct CycD3 genes expressed during fruit development in tomato. J Exp Bot. 2000; 51 :1789-97

[67]

Boonkorkaew P, Hikosaka S, Sugiyama N. Effect of pollination on cell division, cell enlargement, and endogenous hormones in fruit development in a gynoecious cucumber. Sci Hortic. 2008; 116 :1-7

[68]

Gonzalez N, Gévaudant F, Hernould M. et al. The cell cycle-associated protein kinase WEE1 regulates cell size in relation to endoreduplication in developing tomato fruit. Plant J. 2007; 51 :642-55

[69]

Yang T, He Y, Niu S. et al. A YABBY gene CRABS CLAW a ( CRCa ) negatively regulates flower and fruit sizes in tomato. Plant Sci. 2022; 320 :111285

[70]

Hiwasa K, Rose JK, Nakano R. et al. Differential expression of seven α -expansin genes during growth and ripening of pear fruit. Physiol Plant. 2003; 117 :564-72

[71]

Shiratake K, Martinoia E. Transporters in fruit vacuoles. Plant Biotechnology. 2007; 24 :127-33

[72]

Zhang T, Liang J, Wang M. et al. Genetic engineering of the biosynthesis of glycinebetaine enhances the fruit development and size of tomato. Plant Sci. 2019; 280 :355-66

[73]

Mauxion JP, Chevalier C, Gonzalez N. Complex cellular and molecular events determining fruit size. Trends Plant Sci. 2021; 26 :1023-38

[74]

Chin CS, Peluso P, Sedlazeck FJ. et al. Phased diploid genome assembly with single-molecule real-time sequencing. Nat Methods. 2016; 13 :1050-4

[75]

Cheng H, Concepcion GT, Feng X. et al. Haplotype-resolved de novo assembly using phased assembly graphs with hifiasm. Nat Methods. 2021; 18 :170-5

[76]

Miller JR, Delcher AL, Koren S. et al. Aggressive assembly of pyrosequencing reads with mates. Bioinformatics. 2008; 24 :2818-24

[77]

Rautiainen M, Nurk S, Walenz BP. et al. Telomere-to-telomere assembly of diploid chromosomes with Verkko. Nat Biotechnol. 2023; 41 :1474-82

[78]

Alonge M, Soyk S, Ramakrishnan S. et al. RaGOO: fast and accurate reference-guided scaffolding of draft genomes. Genome Biol. 2019; 20 :224

[79]

Dudchenko O, Batra SS, Omer AD. et al. De novo assembly of the Aedes aegypti genome using Hi-C yields chromosome-length scaffolds. Science. 2017; 356 :92-5

[80]

Robinson JT, Turner D, Durand NC. et al. Juicebox.js provides a cloud-based visualization system for Hi-C data. Cell Syst. 2018; 6 :256-258.e1

[81]

Waterhouse RM, Seppey M, Simão FA. et al. BUSCO applications from quality assessments to gene prediction and phylogenomics. Mol Biol Evol. 2018; 35 :543-8

[82]

Dobin A, Davis CA, Schlesinger F. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics. 2013; 29 :15-21

[83]

Stanke M, Diekhans M, Baertsch R. et al. Using native and syntenically mapped cDNA alignments to improve de novo gene finding. Bioinformatics. 2008; 24 :637-44

[84]

Cantarel BL, Korf I, Robb SMC. et al. MAKER: an easy-to-use annotation pipeline designed for emerging model organism genomes. Genome Res. 2008; 18 :188-96

[85]

Ou S, Su W, Liao Y. et al. Benchmarking transposable element annotation methods for creation of a streamlined, comprehensive pipeline. Genome Biol. 2019; 20 :275

[86]

Benson G. Tandem repeats finder: a program to analyze DNA sequences. Nucleic Acids Res. 1999; 27 :573-80

[87]

Xia QM, Miao LK, Xie KD. et al. Localization and characterization of Citrus centromeres by combining half-tetrad analysis and CenH3 -associated sequence profiling. Plant Cell Rep. 2020; 39 :1609-22

[88]

Feng J, Liu T, Qin B. et al. Identifying ChIP-seq enrichment using MACS. Nat Protoc. 2012; 7 :1728-40

[89]

Li H. Minimap2: pairwise alignment for nucleotide sequences. Bioinformatics. 2018; 34 :3094-100

[90]

Krzywinski M, Schein J, Birol ˙I. et al. Circos: an information aesthetic for comparative genomics. Genome Res. 2009; 19 :1639-45

[91]

Goel M, Sun H, Jiao WB. et al. SyRI: finding genomic rearrangements and local sequence differences from whole-genome assemblies. Genome Biol. 2019; 20 :277

[92]

Goel M, Schneeberger K. plotsr: visualizing structural similarities and rearrangements between multiple genomes. Bioinformatics. 2022; 38 :2922-6

[93]

Wickham H. ggplot2. Wiley Interdiscip Rev Comput Stat. 2011; 3 :180-5

[94]

Ihaka R, Gentleman R. R: a language for data analysis and graphics. J Comput Graph Stat. 1996; 5 :299-314

[95]

Jiang T, Liu Y, Jiang Y. et al. Long-read-based human genomic structural variation detection with cuteSV. Genome Biol. 2020; 21 :189

[96]

Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010; 26 :139-40

[97]

Liao Y, Smyth GK, Shi W. The R package Rsubread is easier, faster, cheaper and better for alignment and quantification of RNA sequencing reads. Nucleic Acids Res. 2019; 47 :e47-7

[98]

Lovell JT, Sreedasyam A, Schranz ME. et al. GENESPACE tracks regions of interest and gene copy number variation across multiple genomes. elife. 2022; 11 :e78526

[99]

Langfelder P, Horvath S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics. 2008; 9 :559

[100]

Li H. Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. 2013; arXiv:1303.3997, preprint: not peer reviewed

[101]

Yun T, Li H, Chang PC. et al. Accurate, scalable cohort variant calls using DeepVariant and GLnexus. Bioinformatics. 2021; 36 :5582-9

[102]

Huson DH. SplitsTree: analyzing and visualizing evolutionary data. Bioinformatics. 1998; 14 :68-73

[103]

Vaser R, Adusumalli S, Leng SN. et al. SIFT missense predictions for genomes. Nat Protoc. 2016; 11 :1-9

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