Abstract
Genome platform is critical to the basic molecular biological research and to the molecular marker assisted breeding. Genomics data of citrus species have accumulated rapidly after the first publication of sweet orange in 2013. With the cost of sequencing decreased dramatically, each individual research group can afford to sequence many genomes. This chapter summarizes methods for genome assembly and annotation, how we identify genes by comparative genomics, linkage mapping and association analysis, how we apply SNP markers in cultivar identification and breeding, and the current knowledge on epigenetic regulations in Citrus. This chapter also anticipates future genomic researches in Citrus.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aritua V, Achor D, Gmitter FG, Albrigo G, Wang N (2013) Transcriptional and microscopic analyses of citrus stem and root responses to Candidatus Liberibacter asiaticus infection. PLoS ONE 8(9):e73742
Bairoch A, Apweiler R (2000) The SWISS-PROT protein sequence database and its supplement TrEMBL in 2000. Nucleic Acids Res 28:45–48
Birney E, Clamp M, Durbin R (2004) GeneWise and genomewise. Genome Res 14:988–995
Boetzer M, Henkel CV, Jansen HJ, Butler D, Pirovano W (2011) Scaffolding pre-assembled contigs using SSPACE. Bioinformatics 27:578–579
Butelli E et al (2012) Retrotransposons control fruit-specific, cold-dependent accumulation of anthocyanins in blood oranges. Plant Cell 24:1242–1255
Chin CS et al (2013) Nonhybrid, finished microbial genome assemblies from long-read SMRT sequencing data. Nat Methods 10:563–569
Chuck G, O’Connor D (2010) Small RNAs going the distance during plant development. Curr Opin Plant Biol 13:40–45
Chumsakul O, Nakamua K, Kurata T et al (2013) High-resolution mapping of in vivo genomic transcription factor binding sites using in situ DNase I footprinting and ChIP-seq/ DNA Res. 20:325–338
Consortium TTG (2012) The tomato genome sequence provides insights into fleshy fruit evolution. Nature 485:635–641
Curk F et al (2015) Nuclear species-diagnostic SNP markers mined from 454 amplicon sequencing reveal admixture genomic structure of modern citrus varieties. PLoS ONE 10:e0125628
Curk F, Ollitrault F, Garcia-Lore A, Luro F, Navarro L, Ollitrault P (2016) Phylogenetic origin of limes and lemons revealed by cytoplasmic and nuclear markers. Ann Bot 117:565–583
Daccord N, Celton J-M, Linsmith G et al (2017) High-quality de novo assembly of the apple genome and methylome dynamics of early fruit development. Nat Genet 49:1099–1106
Danecek P et al (2011) The variant call format and VCFtools. Bioinformatics 27:2156–2158
Dardick C, Callahan A, Horn R, Ruiz KB, Zhebentyayeva T, Hollender C, Whitaker M, Abbott A, Scorza R (2013) PpeTAC1 promotes the horizontal growth of branches in peach trees and is a member of a functionally conserved gene family found in diverse plants species. Plant J. 75:618–630
Delaneau O, Marchini J, Zagury JF (2011) A linear complexity phasing method for thousands of genomes. Nat Methods 9:179–181
D’Hont A, Denoeud F, Aury JM, Baurens FC, Carreel F, Garsmeur O, Noel B, Bocs S, Droc G, Rouard M, Da Silva C, Jabbari K, Cardi C, Poulain J, Souquet M, Labadie K, Jourda C, Lengelle J, Rodier-Goud M, Alberti A, Bernard M, Correa M, Ayyampalayam S, McKain MR, Leebens-Mack J, Burgess D, Freeling M, Mbeguie AMD, Chabannes M, Wicker T, Panaud O, Barbosa J, Hribova E, Heslop-Harrison P, Habas R, Rivallan R, Francois P, Poiron C, Kilian A, Burthia D, Jenny C, Bakry F, Brown S, Guignon V, Kema G, Dita M, Waalwijk C, Joseph S, Dievart A, Jaillon O, Leclercq J, Argout X, Lyons E, Almeida A, Jeridi M, Dolezel J, Roux N, Risterucci AM, Weissenbach J, Ruiz M, Glaszmann JC, Quetier F, Yahiaoui N, Wincker P (2012) The banana (Musa acuminata) genome and the evolution of monocotyledonous plants. Nature 488:213–217
Du Z, Zhou X, Ling Y, Zhang Z, Su Z (2010) agriGO: a GO analysis toolkit for the agricultural community. Nucleic Acids Res 38:64–70
Ellinghaus D, Kurtz S, Willhoeft U (2008) LTRharvest, an efficient and flexible software for de novo detection of LTR retrotransposons. BMC Bioinform 9:18
Emanuelsson O, Brunak S, von Heijne G, Nielsen H (2007) Locating proteins in the cell using TargetP, SignalP Related Tools. Nat Protoc 2:953–971
Fang J-G, Song C-N, Qian J-L, Zhang X-Y, Shangguan L-F, Yu H-P, Wang X-C (2010) Variation of cytosine methylation in 57 sweet orange cultivars. Acta Physiol Plant 32:1023–1030
Fernandez L, Torregrosa L, Segura V, Bouquet A, Martinez-Zapater JM (2010) Transposon-induced gene activation as a mechanism generating cluster shape somatic variation in grapevine. Plant J 61:545–557
Fujii H, Shimada T, Nonaka K, Kita M, Kuniga T, Endo T, Ikoma Y, Omura M (2013) High-throughput genotyping in citrus accessions using an SNP genotyping array. Tree Genet Genomes 9:145–153
Gao L, McCarthy EM, Ganko EW, McDonald JF (2004) Evolutionary history of Oryza sativa LTR retrotransposons: a preliminary survey of the rice genome sequences. BMC Genom 5:18
Garcia D (2008) A miRacle in plant development: role of microRNAs in cell differentiation and patterning. Sem Cell Dev Biol 19:586–595
Garcia-Lor A et al (2013) A nuclear phylogenetic analysis: SNPs, indels and SSRs deliver new insights into the relationships in the ‘true citrus fruit trees’ group (Citrinae, Rutaceae) and the origin of cultivated species. Ann Bot 111:1–19
Garciamas J, Benjak A, Sanseverino W et al (2012) The genome of melon (Cucumis melo L.). Proc Natl Acad Sci USA 109:11872–11877
Ge XX, Chai LJ, Liu Z, Wu XM, Deng XX, Guo WW (2012) Transcriptional profiling of genes involved in embryogenic, non-embryogenic calluses and somatic embryogenesis of Valencia sweet orange by SSH-based microarray. Planta 236:1107–1124
Guerra M (1993) Cytogenetics of Rutaceae. V. High chromosomal variability in citrus species revealed by CMA/DAPI staining. Heredity 71:234–241
Guo S, Zhang J, Sun H et al (2013) The draft genome of watermelon (Citrullus lanatus) and resequencing of 20 diverse accessions. Nat Genet 45:51–58
Haas BJ et al (2003) Improving the Arabidopsis genome annotation using maximal transcript alignment assemblies. Nucleic Acids Res 31:5654–5666
Han YH, Zhang ZH, Liu JH, Huang SW, Jin WW (2008) Distribution of the tandem repeat sequences and karyotyping in cucumber (Cucumis Sativus L.) by fluorescence in situ hybridization. Cytogenet Genome Res 122:80–88
Hao Y, Deng X (2002) Stress treatments and DNA methylation affected the somatic embryogenesis of citrus callus. Acta Bot Sin 44:673–677
Hao Y, Wen X, Deng X (2004) Genetic and epigenetic evaluations of citrus calluses recovered from slow-growth culture. J Plant Physiol 161:479–484
He G, Elling AA, Deng XW (2011) The epigenome and plant development. Ann Rev Plant Biol 62:411–435
Henderson IR, Jacobsen SE (2007) Epigenetic inheritance in plants. Nature 447:418–424
Hong L, Deng X (2005) Analysis of DNA methylation in navel oranges based on MSAP marker. Zhongguo Nongye Kexue 38:2301–2307
Jaillon O et al (2007) The grapevine genome sequence suggests ancestral hexaploidization in major angiosperm phyla. Nature 449:463–467
Jiang J, Gill BS, Wang GL, Ronald PC, Ward DC (1995) Metaphase and interphase fluorescence in situ hybridization mapping of the rice genome with bacterial artificial chromosomes. Proc Natl Acad Sci USA 92:4487–4491
Kaeppler SM, Kaeppler HF, Rhee Y (2000) Epigenetic aspects of somaclonal variation in plants. In: Matzke MA, Matzke AJM (eds) Plant gene silencing. Springer, Dordrecht, pp 59–68
Kaity A, Ashmore SE, Drew RA, Dulloo ME (2008) Assessment of genetic and epigenetic changes following cryopreservation in papaya. Plant Cell Rep 27:1529–1539
Kalisz S, Purugganan MD (2004) Epialleles via DNA methylation: consequences for plant evolution. Trends Ecol Evol 19:309–314
Kanehisa M, Goto S (2000) KEGG: kyoto encyclopedia of genes and genomes. Nucleic Acids Res 28:27–30
Kelley DR, Schatz MC, Salzberg Quake SL (2009) Quality-aware detection and correction of sequencing errors. Genome Biol 11:1–13
Kobayashi S, Goto-Yamamoto N, Hirochika H (2004) Retrotransposon-induced mutations in grape skin color. Science 304:982
Krogh A, Larsson B, von Heijne G, Sonnhammer EL (2001) Predicting transmembrane protein topology with a hidden Markov model: application to complete genomes. J Mol Biol 305:567–580
Lang P, Zhang C, Ebel RC, Dane F, Dozier WA (2005) Identification of cold acclimated genes in leaves of Citrus unshiu by mRNA differential display. Gene 359:111–118
Langmead B, Salzberg SL (2012) Fast gapped-read alignment with Bowtie 2. Nat Methods 9:357–359
Li H, Durbin R (2009) Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25:1754–1760
Li X, Xu M, Korban SS (2002) DNA methylation profiles differ between field- and in vitro-grown leaves of apple. J Plant Physiol 159:1229–1234
Lim KY (2004) Karyotype and ribosomal gene mapping in Fragaria vesca L. Acta Hort 649:103–106
Liu B, Davis TM (2011) Conservation and loss of ribosomal RNA gene sites in diploid and polyploid Fragaria (Rosaceae). BMC Plant Biol 11:157
Liu Q, Zhu A, Chai L, Zhou W, Yu K, Ding J, Xu J, Deng X (2009) Transcriptome analysis of a spontaneous mutant in sweet orange [Citrus sinensis (L.) Osbeck] during fruit development. J Exp Bot 60:801–813
Liu Y, Wang G, Wang Z, Yang F, Wu G, Hong N (2012) Identification of differentially expressed genes in response to infection of a mild Citrus tristeza virus isolate in Citrus aurantifolia by suppression subtractive hybridization. Sci Hortic 134:144–149
Liu Y, Ke L, Wu G, Xu Y, Wu X, Xia R, Deng X, Xu Q (2017) miR3954 is a trigger of phasiRNAs that affects flowering time in citrus. Plant J 92:263–275
Lu C, Tej SS, Luo S, Haudenschild CD, Meyers BC, Green PJ (2005) Elucidation of the small RNA component of the transcriptome. Science 309:1567–1569
Luo R et al (2012) SOAPdenovo2: an empirically improved memory-efficient short-read de novo assembler. Gigascience 1:1–6
Majoros WH, Pertea M, Salzberg SL (2004) TigrScan and GlimmerHMM: two open source ab initio eukaryotic gene-finders. Bioinformatics 20:2878–2879
Marcais G, Kingsford C (2011) A fast, lock-free approach for efficient parallel counting of occurrences of k-mers. Bioinformatics 27:764–770
Martinelli F, Uratsu SL, Albrecht U, Reagan RL, Phu ML et al (2012) Transcriptome profiling of Citrus Fruit Response to Huanglongbing Disease. PLoS ONE 7(5):e38039
Ming R et al (2008) The draft genome of the transgenic tropical fruit tree papaya (Carica papaya Linnaeus). Nature 452:991–996
Moraes AP, Mirkov TE, Guerra M (2008) Mapping the chromosomes of Poncirus trifoliata Raf. by BAC-FISH. Cytogenet Genome Res 121:277–281
Novelli VM, Takita MA, Machado MA (2004) Identification and analysis of single nucleotide polymorphisms (SNPs) in citrus. Euphytica 138:227–237
Ollitrault P et al (2012a) A reference genetic map of C. clementina hort. ex Tan.; citrus evolution inferences from comparative mapping. BMC Genomics 13:593
Ollitrault P (2012b) SNP mining in C. clementina BAC end sequences; transferability in the Citrus genus (Rutaceae), phylogenetic inferences and perspectives for genetic mapping. BMC Genomics 13:170–170
Otto TD, Sanders M, Berriman M, Newbold C (2010) Iterative Correction of Reference Nucleotides (iCORN) using second generation sequencing technology. Bioinformatics 26:1704–1707
Pasentsis K, Falara V, Pateraki I, Gerasopoulos D, Kanellis AK (2007) Identification and expression profiling of low oxygen regulated genes from Citrus flavedo tissues using RT-PCR differential display. J Exp Bot 58:2203–2216
Peng T, Zhu XF, Fan QJ, Sun PP, Liu JH (2012) Identification and characterization of low temperature stress responsive genes in Poncirus trifoliata by suppression subtractive hybridization. Gene 492:220–228
Peraza-Echeverria S, Herrera-Valencia VA, Kay A (2001) Detection of DNA methylation changes in micropropagated banana plants using methylation-sensitive amplification polymorphism (MSAP). Plant Sci 161:359–367
Price AL, Jones NC, Pevzner PA (2005) De novo identification of repeat families in large genomes. Bioinformatics 21:i351–i358
Purcell S et al (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81:559–575
Rho M, Choi JH, Kim S, Lynch M, Tang H De (2007) novo identification of LTR retrotransposons in eukaryotic genomes. BMC Genom 8:90
Rice P, Longden I, Bleasby A (2000) EMBOSS: the European molecular biology open software suite. Trends Genet 16:276–277
Schuster M, Fuchs J, Schubert I (1997) Cytogenetics in fruit breeding—localization of ribosomal RNA genes on chromosomes of apple (Malus x domestica Borkh.). Theor Appl Genet 94:322–324
Selmer KK et al (2009) Genome-wide linkage analysis with clustered SNP markers. J Biomol Screen 14:92–96
Shulaev V et al (2011) The genome of woodland strawberry (Fragaria vesca). Nat Genet 43:109–116
Song C, Wang C, Zhang C, Korir NK, Yu H, Ma Z, Fang J (2010) Deep sequencing discovery of novel and conserved microRNAs in trifoliate orange (Citrus trifoliata). BMC Genomics 111:431
Sun L-M, Ai X-Y, Li W-Y, Guo W-W, Deng X, Hu C-G, Zhang J-Z (2012) Identification and comparative profiling of miRNAs in an early flowering mutant of trifoliate orange and its wild type by genome-wide deep sequencing. PLoS ONE 7(8):e43760
Szinay D et al (2008) High-resolution chromosome mapping of BACs using multi-colour FISH and pooled-BAC FISH as a backbone for sequencing tomato chromosome. Plant J 56:6
Telias A, Lin-Wang K, Stevenson DE et al (2011) Apple skin patterning is associated with differential expression of MYB10. BMC Plant Biol 11:93
Trapnell C et al (2010) Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 28:511–515
Valledor L, Hasbun R, Meijon M et al (2007) Involvement of DNA methylation in tree development and micropropagation. Plant Cell, Tissue, Organ Cult 91:75–86
Velasco R et al (2010) The genome of the domesticated apple (Malus x domestica Borkh.). Nat Genet 42:833–839
Verde I, Abbott AG, Scalabrin S et al (2013) The high-quality draft genome of peach (Prunus persica) identifies unique patterns of genetic diversity, domestication and genome evolution. Nat Genet 45:487–494
Walling JG, Jiang J (2011) DNA and chromatin fiber-based plant cytogenetics. Plant cytogenetics, pp 121–130. In: Bass H, Birchler J (eds) Plant cytogenetics. Plant genetics and genomics: crops and models, vol 4. Springer, New York, NY
Wang Z, Gerstein M, Snyder M (2009) RNA-Seq: a revolutionary tool for transcriptomics. Nature Rev Genet 10:56–63
Wang Z, Meng D, Wang A, Li T, Jiang S, Cong P, Li T (2013) The methylation of the PcMYB10 promoter is associated with green-skinned sport in Max Red Bartlett pear. Plant Physiol 162:885–896
Wang X, Xu Y, Zhang S et al (2017) Genomic analyses of primitive, wild and cultivated citrus provide insights into asexual reproduction. Nat Genet 49:765–772
Wu GA et al (2014) Sequencing of diverse mandarin, pummelo and orange genomes reveals complex history of admixture during citrus domestication. Nat Biotechnol 32:656–662
Wu X-M, Kou S-J, Liu Y-L, Fang Y-N, Xu Q, Guo W-W (2015) Genomewide analysis of small RNAs in non-embryogenic and embryogenic tissues of citrus: microRNA-and siRNA-mediated transcript cleavage involved in somatic embryogenesis. Plant Biotech J 13:383–394
Xu Q, Yu KQ, Deng XX et al (2009) Comparative transcripts profiling reveals new insight into molecular processes regulating lycopene accumulation in a sweet orange (Citrus sinensis) red-flesh mutant. BMC Genom 10:1–15
Xu Q, Liu Y, Zhu A, Wu X, Ye J, Yu K, Guo W, Deng X (2010) Discovery and comparative profiling of microRNAs in a sweet orange red-flesh mutant and its wild type. BMC Genom 11:246
Xu Q et al (2013) The draft genome of sweet orange (Citrus sinensis). Nat Genet 45:59–66
Xu J, Xu H, Xu Q, Deng X (2015) Characterization of DNA methylation variations during fruit development and ripening of sweet orange. Plant Mol Biol Rep 33:1–11
Yao J-L, Dong Y-H, Morris BAM (2001) Parthenocarpic apple fruit production conferred by transposon insertion mutations in a MADS-box transcription factor. Proc Nat Acad Sci USA 98:1306–1311
Zdobnov EM, Apweiler R (2001) InterProScan–an integration platform for the signature-recognition methods in InterPro. Bioinformatics 17:847–848
Zenoni S, Ferrarini A, Giacomelli E, Xumerle L, Fasoli M, Malerba G, Bellin D, Pezzotti M, Delledonne M (2010) Characterization of transcriptional complexity during berry development in Vitis vinifera using RNA-Seq. Plant Physiol 152:1787–1795
Zhang J-Z, Li Z-M, Liu L, Mei L, Yao J-L, Hu C-G (2008) Identification of early-flower-related ESTs in an early-flowering mutant of trifoliate orange (Poncirus trifoliata) by suppression subtractive hybridization and macroarray analysis. Tree Physiol 28:1449–1457
Zhang W, Wai CM, Ming R, Yu Q, Jiang J (2010) Integration of genetic and cytological maps and development of a pachytene chromosome-based karyotype in papaya. Tropical Plant Biol 3:166–170
Zhang X-N, Li X, Liu J-H (2014) Identification of conserved and novel cold-responsive microRNAs in trifoliate orange (Poncirus trifoliata (L.) Raf.) using high-throughput sequencing. Plant Mol Biol Report 32:328–341
Zheng and Zhao (2013) Transcriptome comparison and gene coexpression network analysis provide a systems view of citrus response to ‘Candidatus Liberibacter asiaticus’ infection. BMC Genomic 14:27
Zhong S, Fei Z, Chen Y-R, Zheng Y et al (2013) Single-base resolution methylomes of tomato fruit development reveal epigenome modifications associated with ripening. Nat Biotech 31:154–159
Zhou RN, Hu ZM (2007) The development of chromosome microdissection and microcloning technique and its applications in genomic research. Curr Genomics 8:67–72
Zhu AD (2012) Citrus genome evolution and transcriptomic studies on postharvest fruits. PhD dissertation, Huazhong Agricultural University, Wuhan (in Chinese)
Acknowledgements
The authors are grateful to Dr. Xia Wang, Dr. Yue Huang, and Chunli Chen for contribution and beneficial discussions on the population genomics, genome assembly and cytogenomics. We thank the funding by the National Key Research and Development Program of China (2018YFD1000100), and USDA-NIFA grant 2013-67013-21110
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Xu, Q., Roose, M.L. (2020). Citrus Genomes: From Sequence Variations to Epigenetic Modifications. In: Gentile, A., La Malfa, S., Deng, Z. (eds) The Citrus Genome. Compendium of Plant Genomes. Springer, Cham. https://doi.org/10.1007/978-3-030-15308-3_8
Download citation
DOI: https://doi.org/10.1007/978-3-030-15308-3_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-10799-4
Online ISBN: 978-3-030-15308-3
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)