Evolution of isoform-level gene expression patterns across tissues during lotus species divergence

dc.contributor.authorZhang, Yue
dc.contributor.authorYang, Xingyu
dc.contributor.authorVan de Peer, Yves
dc.contributor.authorChen, Jinming
dc.contributor.authorMarchal, Kathleen
dc.contributor.authorShi, Tao
dc.date.accessioned2023-07-17T09:10:52Z
dc.date.issued2022-11
dc.descriptionOPEN RESEARCH BADGES : This article has earned an Open Data badge for making publicly available the digitally-shareable data necessary to reproduce the reported results. The data is available at The transcriptome dataset of Nelumbo lutea generated for this work is accessible through NCBI Sequence Read Archive (SRA) under accession number PRJNA777451 (https://www.ncbi.nlm.nih.gov/bioproject/PRJNA777451) and PRJNA705058 (URL: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA705058). The assembled genomes of Nelumbo nucifera and Nelumbo lutea are downloaded from the Nelumbo Genome Database (URL: http://nelumbo.biocloud.net). The transcriptome dataset of Nelumbo nucifera is downloaded from the published paper (doi: http://10.1093/dnares/dsz010), and the transcriptome dataset of Arabidopsis is downloaded from the published paper (doi: http://10.1111/tpj.13312).en_US
dc.descriptionDATA AVAILABILITY STATEMENT : The Oxford Nanopore full-length sequencing dataset generated for this work is accessible through the NCBI Sequence Read Archive (SRA) under accession number PRJNA777451. The Illumina RNA-seq dataset is accessible through the NCBI SRA under accession number PRJNA705058.en_US
dc.descriptionSUPPLEMENTARY FIGURES : FIGURE S1 Density distribution of consensus full-length transcripts obtained by Nanopore sequencing. FIGURE S2. Distribution of the number of isoforms per gene in N. lutea, N. nucifera, and Arabidopsis. FIGURE S3. Pipeline to identify conserved AS events in the same ortholog group. FIGURE S4. RT-PCR validation of interspecies conserved AS events. FIGURE S5. Box plots showing the distribution of the number of AS events per gene in genes with different copies in N. lutea, N. nucifera, and Arabidopsis. FIGURE S6. Percentages of single-copy and duplicated genes that undergo AS events. FIGURE S7. Bar graph showing the percentages of single-copy and duplicated genes with at least one interspecies conserved AS event in N. lutea and N. nucifera. FIGURE S8. Bar chart showing the average number of AS events per gene. FIGURE S9. Intraspecies conserved AS events in paralogous gene pairs. FIGURE S10. Heatmap showing the presence/absence of the N. nucifera lineage-specific isoforms in other N. nucifera cultivars as obtained from transcriptome analysis. FIGURE S11. Heatmap of WGCNA module–tissue association in N. lutea, N. nucifera, and Arabidopsis. FIGURE S12. Distribution of the polymorphism value (PV) for the genes in N. lutea, N. nucifera, and Arabidopsis. FIGURE S13. Distribution of the number of isoforms of duplicated genes displaying single- or multiple-tissue biased expression patterns. FIGURE S14. Verification of matching tissues between N. lutea, N. nucifera, and Arabidopsis. FIGURE S15. Schematic of genes with single- and multiple-tissue bias and the conserved tissue bias between orthologous genes. FIGURE S16. Examples of the conservation of tissue-specific expression for orthologous gene pairs that either show single-tissue or multiple-tissue biased expression. FIGURE S17. Phylogenetic analysis of MADS-box genes from the two Nelumbo species and Arabidopsis. FIGURE S18. Tissue-specific module networks of isoforms for the ‘ABCE’ module in Arabidopsis thaliana.en_US
dc.descriptionSUPPLEMENTARY TABLES : TABLE S1. Summary of the RNA-seq samples in this study. TABLE S2. Summary of the genes, isoforms, and AS events in N. lutea, N. nucifera, and Arabidopsis. TABLE S3. Summary of the interspecies conserved AS events. TABLE S4. RT-PCR primers for validating the interspecies conserved AS events. TABLE S5. Intraspecies conserved AS events in N. lutea, N. nucifera, and Arabidopsis. TABLE S6. The nodes of the isoform coexpression networks for N. lutea, N. nucifera, and Arabidopsis. TABLE S7. Summary of the conserved tissue bias patterns in different comparisons between N. lutea, N. nucifera, and Arabidopsis.en_US
dc.description.abstractBoth gene duplication and alternative splicing (AS) drive the functional diversity of gene products in plants, yet the relative contributions of the two key mechanisms to the evolution of gene function are largely unclear. Here, we studied AS in two closely related lotus plants, Nelumbo lutea and Nelumbo nucifera, and the outgroup Arabidopsis thaliana, for both single-copy and duplicated genes. We show that most splicing events evolved rapidly between orthologs and that the origin of lineage-specific splice variants or isoforms contributed to gene functional changes during species divergence within Nelumbo. Single-copy genes contain more isoforms, have more AS events conserved across species, and show more complex tissue-dependent expression patterns than their duplicated counterparts. This suggests that expression divergence through isoforms is a mechanism to extend the expression breadth of genes with low copy numbers. As compared to isoforms of local, small-scale duplicates, isoforms of whole-genome duplicates are less conserved and display a less conserved tissue bias, pointing towards their contribution to subfunctionalization. Through comparative analysis of isoform expression networks, we identified orthologous genes of which the expression of at least some of their isoforms displays a conserved tissue bias across species, indicating a strong selection pressure for maintaining a stable expression pattern of these isoforms. Overall, our study shows that both AS and gene duplication contributed to the diversity of gene function during the evolution of lotus.en_US
dc.description.departmentBiochemistryen_US
dc.description.departmentGeneticsen_US
dc.description.departmentMicrobiology and Plant Pathologyen_US
dc.description.embargo2023-09-19
dc.description.librarianhj2023en_US
dc.description.sponsorshipGhent University; European Research Council under the European Union's Horizon 2020 research; Flemish Fonds Wetenschappelijk Onderzoek-Vlaanderen; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China; Strategic Priority Research Program of Chinese Academy of Sciences; UGent BOF.en_US
dc.description.urihttps://onlinelibrary.wiley.com/journal/1365313xen_US
dc.identifier.citationZhang, Y., Yang, X.Y., Van de Peer, Y. et al. 2022, 'Evolution of isoform-level gene expression patterns across tissues during lotus species divergence', Plant Journal, vol. 112, no. 3, pp. 830-846, doi : 10.1111/tpj.15984.en_US
dc.identifier.issn0960-7412 (print)
dc.identifier.issn1365-313X (online)
dc.identifier.other10.1111/tpj.15984
dc.identifier.urihttp://hdl.handle.net/2263/91476
dc.language.isoenen_US
dc.publisherWileyen_US
dc.rights© 2022 Society for Experimental Biology and John Wiley & Sons Ltd. This is the pre-peer reviewed version of the following article : 'Evolution of isoform-level gene expression patterns across tissues during lotus species divergence', Plant Journal, vol. 112, no. 3, pp. 830-846, 2022, doi : 10.1111/tpj.15984. The definite version is available at : https://onlinelibrary.wiley.com/journal/1365313x.en_US
dc.subjectAlternative splicingen_US
dc.subjectGene duplicationen_US
dc.subjectCoexpression networken_US
dc.subjectFunctional divergenceen_US
dc.subjectNelumboen_US
dc.titleEvolution of isoform-level gene expression patterns across tissues during lotus species divergenceen_US
dc.typePostprint Articleen_US

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