Catsnap: a user-friendly algorithm for determining the conservation of protein variants reveals extensive parallelisms in the evolution of alternative splicing

. 2023 May ; 238 (4) : 1722-1732. [epub] 20230228

Jazyk angličtina Země Velká Británie, Anglie Médium print-electronic

Typ dokumentu časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid36751910

Grantová podpora
I 3351 Austrian Science Fund FWF - Austria

Understanding the evolutionary conservation of complex eukaryotic transcriptomes significantly illuminates the physiological relevance of alternative splicing (AS). Examining the evolutionary depth of a given AS event with ordinary homology searches is generally challenging and time-consuming. Here, we present Catsnap, an algorithmic pipeline for assessing the conservation of putative protein isoforms generated by AS. It employs a machine learning approach following a database search with the provided pair of protein sequences. We used the Catsnap algorithm for analyzing the conservation of emerging experimentally characterized alternative proteins from plants and animals. Indeed, most of them are conserved among other species. Catsnap can detect the conserved functional protein isoforms regardless of the AS type by which they are generated. Notably, we found that while the primary amino acid sequence is maintained, the type of AS determining the inclusion or exclusion of protein regions varies throughout plant phylogenetic lineages in these proteins. We also document that this phenomenon is less seen among animals. In sum, our algorithm highlights the presence of unexpectedly frequent hotspots where protein isoforms recurrently arise to carry physiologically relevant functions. The user web interface is available at https://catsnap.cesnet.cz/.

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Airoldi CA, McKay M, Davies B. 2015. MAF2 is regulated by temperature‐dependent splicing and represses flowering at low temperatures in parallel with FLM . PLoS ONE 10: e0126516. PubMed PMC

Akkaya C, Atak D, Kamacioglu A, Akarlar BA, Guner G, Bayam E, Taskin AC, Ozlu N, Ince‐Dunn G. 2021. Roles of developmentally regulated KIF2A alternative isoforms in cortical neuron migration and differentiation. Development 148: dev192674. PubMed

Astro V, Ramirez‐Calderon G, Pennucci R, Caroli J, Saera‐Vila A, Cardona‐Londoño K, Forastieri C, Fiacco E, Maksoud F, Alowaysi M et al. 2022. Fine‐tuned KDM1A alternative splicing regulates human cardiomyogenesis through an enzymatic‐independent mechanism. iScience 25: 104665. PubMed PMC

Baek J‐M, Han P, Iandolino A, Cook DR. 2008. Characterization and comparison of intron structure and alternative splicing between Medicago truncatula, Populus trichocarpa, Arabidopsis and rice. Plant Molecular Biology 67: 499–510. PubMed

Barbosa‐Morais NL, Irimia M, Pan Q, Xiong HY, Gueroussov S, Lee LJ, Slobodeniuc V, Kutter C, Watt S, Colak R et al. 2012. The evolutionary landscape of alternative splicing in vertebrate species. Science 338: 1587–1593. PubMed

Berardini TZ, Reiser L, Li D, Mezheritsky Y, Muller R, Strait E, Huala E. 2015. The Arabidopsis information resource: making and mining the “gold standard” annotated reference plant genome. Genesis 53: 474–485. PubMed PMC

Brown JWS, Simpson CG, Marquez Y, Gadd GM, Barta A, Kalyna M. 2015. Lost in translation: pitfalls in deciphering plant alternative splicing transcripts. Plant Cell 27: 2083–2087. PubMed PMC

Carvalho SD, Saraiva R, Maia TM, Abreu IA, Duque P. 2012. XBAT35, a novel Arabidopsis RING E3 ligase exhibiting dual targeting of its splice isoforms, is involved in ethylene‐mediated regulation of apical hook curvature. Molecular Plant 5: 1295–1309. PubMed

Chamala S, Feng G, Chavarro C, Barbazuk WB. 2015. Genome‐wide identification of evolutionarily conserved alternative splicing events in flowering plants. Frontiers in Bioengineering and Biotechnology 3: 33. PubMed PMC

Chaudhary S, Khokhar W, Jabre I, Reddy ASN, Byrne LJ, Wilson CM, Syed NH. 2019. Alternative splicing and protein diversity: plants versus animals. Frontiers in Plant Science 10: 708. PubMed PMC

Chung HS, Howe GA. 2009. A critical role for the TIFY motif in repression of jasmonate signaling by a stabilized splice variant of the JASMONATE ZIM‐domain protein JAZ10 in Arabidopsis . Plant Cell 21: 131–145. PubMed PMC

Cock PJA, Antao T, Chang JT, Chapman BA, Cox CJ, Dalke A, Friedberg I, Hamelryck T, Kauff F, Wilczynski B et al. 2009. Biopython: freely available Python tools for computational molecular biology and bioinformatics. Bioinformatics 25: 1422–1423. PubMed PMC

Conn VM, Hugouvieux V, Nayak A, Conos SA, Capovilla G, Cildir G, Jourdain A, Tergaonkar V, Schmid M, Zubieta C et al. 2017. A circRNA from SEPALLATA3 regulates splicing of its cognate mRNA through R‐loop formation. Nature Plants 3: 17053. PubMed

Cucinotta M, Cavalleri A, Guazzotti A, Astori C, Manrique S, Bombarely A, Oliveto S, Biffo S, Weijers D, Kater MM et al. 2020. Alternative splicing generates a MONOPTEROS isoform required for ovule development. Current Biology 31: 892–899. PubMed

Cunningham F, Allen JE, Allen J, Alvarez‐Jarreta J, Amode MR, Armean IM, Austine‐Orimoloye O, Azov AG, Barnes I, Bennett R et al. 2022. Ensembl 2022. Nucleic Acids Research 50: D988–D995. PubMed PMC

Darracq A, Adams KL. 2013. Features of evolutionarily conserved alternative splicing events between Brassica and Arabidopsis . New Phytologist 199: 252–263. PubMed

Dawe GB, Kadir MF, Venskutonytė R, Perozzo AM, Yan Y, Alexander RPD, Navarrete C, Santander EA, Arsenault M, Fuentes C et al. 2019. Nanoscale mobility of the apo state and TARP stoichiometry dictate the gating behavior of alternatively spliced AMPA receptors. Neuron 102: 976–992. PubMed

Dressano K, Weckwerth PR, Poretsky E, Takahashi Y, Villarreal C, Shen Z, Schroeder JI, Briggs SP, Huffaker A. 2020. Dynamic regulation of Pep‐induced immunity through post‐translational control of defence transcript splicing. Nature Plants 6: 1008–1019. PubMed PMC

Edgar RC. 2004. Muscle: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Research 32: 1792–1797. PubMed PMC

Eshel D, Toporik A, Efrati T, Nakav S, Chen A, Douvdevani A. 2008. Characterization of natural human antagonistic soluble CD40 isoforms produced through alternative splicing. Molecular Immunology 46: 250–257. PubMed

Fu X‐D, Ares M. 2014. Context‐dependent control of alternative splicing by RNA‐binding proteins. Nature Reviews Genetics 15: 689–701. PubMed PMC

Fu Y, Bannach O, Chen H, Teune J‐H, Schmitz A, Steger G, Xiong L, Barbazuk WB. 2009. Alternative splicing of anciently exonized 5S rRNA regulates plant transcription factor TFIIIA. Genome Research 19: 913–921. PubMed PMC

Ghelli R, Brunetti P, Napoli N, De Paolis A, Cecchetti V, Tsuge T, Serino G, Matsui M, Mele G, Rinaldi G et al. 2018. A newly identified flower‐specific splice variant of AUXIN RESPONSE FACTOR8 regulates stamen elongation and endothecium lignification in Arabidopsis. Plant Cell 30: 620–637. PubMed PMC

Gramates LS, Agapite J, Attrill H, Calvi BR, Crosby MA, dos Santos G, Goodman JL, Goutte‐Gattat D, Jenkins VK, Kaufman T et al. 2022. FlyBase: a guided tour of highlighted features. Genetics 220: iyac035. PubMed PMC

Guo M, Zhang Y, Jia X, Wang X, Zhang Y, Liu J, Yang Q, Ruan W, Yi K. 2022. Alternative splicing of REGULATOR OF LEAF INCLINATION 1 modulates phosphate starvation signaling and growth in plants. Plant Cell 34: 3319–3338. PubMed PMC

Hou H, Obregon D, Lou D, Ehrhart J, Fernandez F, Silver A, Tan J. 2008. Modulation of neuronal differentiation by CD40 isoforms. Biochemical and Biophysical Research Communications 369: 641–647. PubMed PMC

Hrtyan M, Šliková E, Hejátko J, Růžička K. 2015. RNA processing in auxin and cytokinin pathways. Journal of Experimental Botany 66: 4897–4912. PubMed

Iijima T, Wu K, Witte H, Hanno‐Iijima Y, Glatter T, Richard S, Scheiffele P. 2011. SAM68 regulates neuronal activity‐dependent alternative splicing of neurexin‐1. Cell 147: 1601–1614. PubMed PMC

Jayaweera T, Siriwardana C, Dharmasiri S, Quint M, Gray WM, Dharmasiri N. 2014. Alternative splicing of Arabidopsis IBR5 pre‐mRNA generates two IBR5 isoforms with distinct and overlapping functions. PLoS ONE 9: e102301. PubMed PMC

Jiang J, Zhang C, Wang X. 2015. A recently evolved isoform of the transcription factor BES1 promotes brassinosteroid signaling and development in Arabidopsis thaliana . Plant Cell 27: 361–374. PubMed PMC

Kashkan I, Hrtyan M, Retzer K, Humpolíčková J, Jayasree A, Filepová R, Vondráková Z, Simon S, Rombaut D, Jacobs TB et al. 2022a. Mutually opposing activity of PIN7 splicing isoforms is required for auxin‐mediated tropic responses in Arabidopsis thaliana . New Phytologist 233: 329–343. PubMed

Kashkan I, Timofeyenko K, Růžička K. 2022b. How alternative splicing changes the properties of plant proteins. Quantitative Plant Biology 3: 1–11. PubMed PMC

Kejnovsky E, Leitch IJ, Leitch AR. 2009. Contrasting evolutionary dynamics between angiosperm and mammalian genomes. Trends in Ecology & Evolution 24: 572–582. PubMed

Kelemen O, Convertini P, Zhang Z, Wen Y, Shen M, Falaleeva M, Stamm S. 2013. Function of alternative splicing. Gene 514: 1–30. PubMed PMC

Keren H, Lev‐Maor G, Ast G. 2010. Alternative splicing and evolution: diversification, exon definition and function. Nature Reviews Genetics 11: 345–355. PubMed

Kim J‐Y, Ryu JY, Baek K, Park C‐M. 2016. High temperature attenuates the gravitropism of inflorescence stems by inducing SHOOT GRAVITROPISM 5 alternative splicing in Arabidopsis. New Phytologist 209: 265–279. PubMed

Ko W, Jung S‐R, Kim K‐W, Yeon J‐H, Park C‐G, Nam JH, Hille B, Suh B‐C. 2020. Allosteric modulation of alternatively spliced Ca2+‐activated Cl− channels TMEM16A by PI(4,5)P2 and CaMKII. Proceedings of the National Academy of Sciences, USA 117: 30787–30798. PubMed PMC

Kriechbaumer V, Botchway SW, Hawes C. 2016. Localization and interactions between Arabidopsis auxin biosynthetic enzymes in the TAA/YUC‐dependent pathway. Journal of Experimental Botany 67: 4195–4207. PubMed

Kriechbaumer V, Wang P, Hawes C, Abell BM. 2012. Alternative splicing of the auxin biosynthesis gene YUCCA4 determines its subcellular compartmentation. The Plant Journal 70: 292–302. PubMed

Kumar S, Stecher G, Li M, Knyaz C, Tamura K. 2018. Mega X: molecular evolutionary genetics analysis across computing platforms. Molecular Biology and Evolution 35: 1547–1549. PubMed PMC

Lamberto I, Percudani R, Gatti R, Folli C, Petrucco S. 2010. Conserved alternative splicing of Arabidopsis transthyretin‐like determines protein localization and S‐allantoin synthesis in peroxisomes. Plant Cell 22: 1564–1574. PubMed PMC

Larsson SH, Miyagawa K, Engelkamp D, Rassoulzadegan M, Ross A, Cuzin F, Hastie ND. 1995. Subnuclear localization of WT1 in splicing or transcription factor domains is regulated by alternative splicing. Cell 81: 391–401. PubMed

Lee JH, Ryu H‐S, Chung KS, Pose D, Kim S, Schmid M, Ahn JH. 2013. Regulation of temperature‐responsive flowering by MADS‐box transcription factor repressors. Science 342: 628–632. PubMed

Leitch AR, Leitch IJ. 2008. Genomic plasticity and the diversity of polyploid plants. Science 320: 481–483. PubMed

Lever J, Krzywinski M, Altman N. 2016. Logistic regression. Nature Methods 13: 541–542.

Lewis BP, Green RE, Brenner SE. 2003. Evidence for the widespread coupling of alternative splicing and nonsense‐mediated mRNA decay in humans. Proceedings of the National Academy of Sciences, USA 100: 189–192. PubMed PMC

Li Y, Guo Q, Liu P, Huang J, Zhang S, Yang G, Wu C, Zheng C, Yan K. 2021. Dual roles of the serine/arginine‐rich splicing factor SR45a in promoting and interacting with nuclear cap‐binding complex to modulate the salt‐stress response in Arabidopsis . New Phytologist 230: 641–655. PubMed

Lin W‐Y, Matsuoka D, Sasayama D, Nanmori T. 2010. A splice variant of Arabidopsis mitogen‐activated protein kinase and its regulatory function in the MKK6–MPK13 pathway. Plant Science 178: 245–250.

Ling Z, Brockmöller T, Baldwin IT, Xu S. 2019. Evolution of alternative splicing in eudicots. Frontiers in Plant Science 10: 707. PubMed PMC

Liu J, Sun N, Liu M, Liu J, Du B, Wang X, Qi X. 2013. An autoregulatory loop controlling Arabidopsis HsfA2 expression: role of heat shock‐induced alternative splicing. Plant Physiology 162: 512–521. PubMed PMC

Loranger MEW, Huffaker A, Monaghan J. 2021. Truncated variants of Ca2+‐dependent protein kinases: a conserved regulatory mechanism? Trends in Plant Science 26: 1002–1005. PubMed

Marquez Y, Brown JWS, Simpson C, Barta A, Kalyna M. 2012. Transcriptome survey reveals increased complexity of the alternative splicing landscape in Arabidopsis. Genome Research 22: 1184–1195. PubMed PMC

Martín G, Márquez Y, Mantica F, Duque P, Irimia M. 2021. Alternative splicing landscapes in Arabidopsis thaliana across tissues and stress conditions highlight major functional differences with animals. Genome Biology 22: 35. PubMed PMC

McCartney CE, McClafferty H, Huibant J‐M, Rowan EG, Shipston MJ, Rowe ICM. 2005. A cysteine‐rich motif confers hypoxia sensitivity to mammalian large conductance voltage‐ and Ca‐activated K (BK) channel α‐subunits. Proceedings of the National Academy of Sciences, USA 102: 17870–17876. PubMed PMC

Mei W, Boatwright L, Feng G, Schnable JC, Barbazuk WB. 2017. Evolutionarily conserved alternative splicing across monocots. Genetics 207: 465–480. PubMed PMC

Merkin J, Russell C, Chen P, Burge CB. 2012. Evolutionary dynamics of gene and isoform regulation in mammalian tissues. Science 338: 1593–1599. PubMed PMC

Modrek B, Lee CJ. 2003. Alternative splicing in the human, mouse and rat genomes is associated with an increased frequency of exon creation and/or loss. Nature Genetics 34: 177–180. PubMed

Mookerjee RP, Wiesenthal A, Icking A, Hodges SJ, Davies NA, Schilling K, Sen S, Williams R, Novelli M, Müller‐Esterl W et al. 2007. Increased gene and protein expression of the novel eNOS regulatory protein NOSTRIN and a variant in alcoholic hepatitis. Gastroenterology 132: 2533–2541. PubMed

Moreno JE, Shyu C, Campos ML, Patel LC, Chung HS, Yao J, He SY, Howe GA. 2013. Negative feedback control of jasmonate signaling by an alternative splice variant of JAZ101. Plant Physiology 162: 1006–1017. PubMed PMC

Mosbacher J, Schoepfer R, Monyer H, Burnashev N, Seeburg PH, Ruppersberg JP. 1994. A molecular determinant for submillisecond desensitization in glutamate receptors. Science 266: 1059–1062. PubMed

Murat F, de Peer YV, Salse J. 2012. Decoding plant and animal genome plasticity from differential paleo‐evolutionary patterns and processes. Genome Biology and Evolution 4: 917–928. PubMed PMC

Nagarajan R, Gill KS. 2018. Evolution of Rubisco activase gene in plants. Plant Molecular Biology 96: 69–87. PubMed

Nakabayashi K, Bartsch M, Ding J, Soppe WJJ. 2015. Seed dormancy in Arabidopsis requires self‐binding ability of DOG1 protein and the presence of multiple isoforms generated by alternative splicing. PLoS Genetics 11: 1–20. PubMed PMC

Pan Q, Saltzman AL, Kim YK, Misquitta C, Shai O, Maquat LE, Frey BJ, Blencowe BJ. 2006. Quantitative microarray profiling provides evidence against widespread coupling of alternative splicing with nonsense‐mediated mRNA decay to control gene expression. Genes & Development 20: 153–158. PubMed PMC

Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V et al. 2011. Scikit‐learn: machine learning in Python. Journal of Machine Learning Research 12: 2825–2830.

Posé D, Verhage L, Ott F, Yant L, Mathieu J, Angenent GC, Immink RGH, Schmid M. 2013. Temperature‐dependent regulation of flowering by antagonistic FLM variants. Nature 503: 414–417. PubMed

Reddy ASN. 2007. Alternative splicing of pre‐messenger RNAs in plants in the genomic era. Annual Review of Plant Biology 58: 267–294. PubMed

Remy E, Cabrito TR, Baster P, Batista RA, Teixeira MC, Friml J, Sá‐Correia I, Duque P. 2013. A major facilitator superfamily transporter plays a dual role in polar auxin transport and drought stress tolerance in Arabidopsis. Plant Cell 25: 901–926. PubMed PMC

Salvucci ME, van de Loo FJ, Stecher D. 2003. Two isoforms of Rubisco activase in cotton, the products of separate genes not alternative splicing. Planta 216: 736–744. PubMed

Salvucci ME, Werneke JM, Ogren WL, Portis AR. 1987. Purification and species distribution of Rubisco activase. Plant Physiology 84: 930–936. PubMed PMC

Samach A, Melamed‐Bessudo C, Avivi‐Ragolski N, Pietrokovski S, Levy AA. 2011. Identification of plant RAD52 homologs and characterization of the Arabidopsis thaliana RAD52‐like genes. Plant Cell 23: 4266–4279. PubMed PMC

Seo PJ, Kim MJ, Ryu J‐Y, Jeong E‐Y, Park C‐M. 2011. Two splice variants of the IDD14 transcription factor competitively form nonfunctional heterodimers which may regulate starch metabolism. Nature Communications 2: 303. PubMed

Seo PJ, Park M‐J, Lim M‐H, Kim S‐G, Lee M, Baldwin IT, Park C‐M. 2012. A self‐regulatory circuit of CIRCADIAN CLOCK‐ASSOCIATED1 underlies the circadian clock regulation of temperature responses in Arabidopsis . Plant Cell 24: 2427–2442. PubMed PMC

Severing EI, van Dijk AD, Stiekema WJ, van Ham RC. 2009. Comparative analysis indicates that alternative splicing in plants has a limited role in functional expansion of the proteome. BMC Genomics 10: 154. PubMed PMC

Shang X, Cao Y, Ma L. 2017. Alternative splicing in plant genes: a means of regulating the environmental fitness of plants. International Journal of Molecular Sciences 18: 432. PubMed PMC

Shen Y, Zhou Z, Wang Z, Li W, Fang C, Wu M, Ma Y, Liu T, Kong L‐A, Peng D‐L et al. 2014. Global dissection of alternative splicing in paleopolyploid soybean. Plant Cell 26: 996–1008. PubMed PMC

Sommer B, Keinänen K, Verdoorn TA, Wisden W, Burnashev N, Herb A, Kohler M, Takagi T, Sakmann B, Seeburg PH. 1990. Flip and flop: a cell‐specific functional switch in glutamate‐operated channels of the CNS. Science 249: 1580–1585. PubMed

Staiger D, Brown JWS. 2013. Alternative splicing at the intersection of biological timing, development, and stress responses. Plant Cell 25: 3640–3656. PubMed PMC

Stamm S, Ben‐Ari S, Rafalska I, Tang Y, Zhang Z, Toiber D, Thanaraj TA, Soreq H. 2005. Function of alternative splicing. Gene 344: 1–20. PubMed

Stauffer E, Westermann A, Wagner G, Wachter A. 2010. Polypyrimidine tract‐binding protein homologues from Arabidopsis underlie regulatory circuits based on alternative splicing and downstream control. The Plant Journal 64: 243–255. PubMed

Subasi A. 2020. Chapter 3 – Machine learning techniques. In: Trombaco RG, ed. Practical machine learning for data analysis using Python. Cambridge, MA, USA: Academic Press, 91–202.

Sugliani M, Brambilla V, Clerkx EJM, Koornneef M, Soppe WJJ. 2010. The conserved splicing factor SUA controls alternative splicing of the developmental regulator ABI3 in Arabidopsis. Plant Cell 22: 1936–1946. PubMed PMC

Szakonyi D, Duque P. 2018. Alternative splicing as a regulator of early plant development. Frontiers in Plant Science 9: 1174. PubMed PMC

Thatcher SR, Zhou W, Leonard A, Wang B‐B, Beatty M, Zastrow‐Hayes G, Zhao X, Baumgarten A, Li B. 2014. Genome‐wide analysis of alternative splicing in Zea mays: landscape and genetic regulation. Plant Cell 26: 3472–3487. PubMed PMC

To K‐Y, Suen D‐F, Chen S‐CG. 1999. Molecular characterization of ribulose‐1,5‐bisphosphate carboxylase/oxygenase activase in rice leaves. Planta 209: 66–76. PubMed

Tone M, Tone Y, Fairchild P, Wykes M, Waldmann H. 2000. Regulation of CD40 function by its isoforms generated through alternative splicing. Proceedings of the National Academy of Sciences, USA 98: 1751–1756. PubMed PMC

Tress ML, Abascal F, Valencia A. 2017. Alternative splicing may not be the key to proteome complexity. Trends in Biochemical Sciences 42: 98–110. PubMed PMC

Wang B‐B, Brendel V. 2006. Genomewide comparative analysis of alternative splicing in plants. Proceedings of the National Academy of Sciences, USA 103: 7175–7180. PubMed PMC

Wang B‐B, O'Toole M, Brendel V, Young ND. 2008. Cross‐species EST alignments reveal novel and conserved alternative splicing events in legumes. BMC Plant Biology 8: 17. PubMed PMC

Wang X, Yang M, Ren D, Terzaghi W, Deng X‐W, He G. 2019. Cis‐regulated alternative splicing divergence and its potential contribution to environmental responses in Arabidopsis. The Plant Journal 97: 555–570. PubMed

Wang Z, Ji H, Yuan B, Wang S, Su C, Yao B, Zhao H, Li X. 2015. ABA signalling is fine‐tuned by antagonistic HAB1 variants. Nature Communications 6: 8138. PubMed

Wegener M, Müller‐McNicoll M. 2018. Nuclear retention of mRNAs – quality control, gene regulation and human disease. Seminars in Cell & Developmental Biology 79: 131–142. PubMed

Werneke JM, Chatfield JM, Ogren WL. 1989. Alternative mRNA splicing generates the two ribulosebisphosphate carboxylase/oxygenase activase polypeptides in spinach and Arabidopsis. Plant Cell 1: 815–825. PubMed PMC

Wiesenthal A, Hoffmeister M, Siddique M, Kovacevic I, Oess S, Müller‐Esterl W, Siehoff‐Icking A. 2009. NOSTRINβ – a shortened NOSTRIN variant with a role in transcriptional regulation. Traffic 10: 26–34. PubMed

Wollerton MC, Gooding C, Wagner EJ, Garcia‐Blanco MA, Smith CWJ. 2004. Autoregulation of polypyrimidine tract binding protein by alternative splicing leading to nonsense‐mediated decay. Molecular Cell 13: 91–100. PubMed

Wright CJ, Smith CWJ, Jiggins CD. 2022. Alternative splicing as a source of phenotypic diversity. Nature Reviews Genetics 23: 697–710. PubMed

Xiong J, Jiang X, Ditsiou A, Gao Y, Sun J, Lowenstein ED, Huang S, Khaitovich P. 2018. Predominant patterns of splicing evolution on human, chimpanzee and macaque evolutionary lineages. Human Molecular Genetics 27: 1474–1485. PubMed

Xu P, Kong Y, Song D, Huang C, Li X, Li L. 2014. Conservation and functional influence of alternative splicing in wood formation of Populus and Eucalyptus . BMC Genomics 15: 780. PubMed PMC

Xu S, Qin Z‐Y, Gong P‐C, Dong Q‐L, Bao Y. 2017. Identification and characterization of Rubisco activase genes in Oryza punctata . Journal of Systematics and Evolution 55: 200–207.

Yin Z, Meng F, Song H, Wang X, Xu X, Yu D. 2010. Expression quantitative trait loci analysis of two genes encoding Rubisco activase in soybean. Plant Physiology 152: 1625–1637. PubMed PMC

Zhan X, Qian B, Cao F, Wu W, Yang L, Guan Q, Gu X, Wang P, Okusolubo TA, Dunn SL et al. 2015. An Arabidopsis PWI and RRM motif‐containing protein is critical for pre‐mRNA splicing and ABA responses. Nature Communications 6: 8139. PubMed PMC

Zhang N, Kallis RP, Ewy RG, Portis AR. 2002. Light modulation of Rubisco in Arabidopsis requires a capacity for redox regulation of the larger Rubisco activase isoform. Proceedings of the National Academy of Sciences, USA 99: 3330–3334. PubMed PMC

Zhang N, Portis AR. 1999. Mechanism of light regulation of Rubisco: a specific role for the larger Rubisco activase isoform involving reductive activation by thioredoxin‐f. Proceedings of the National Academy of Sciences, USA 96: 9438–9443. PubMed PMC

Zhang X, Rosen BD, Tang H, Krishnakumar V, Town CD. 2015. Polyribosomal RNA‐seq reveals the decreased complexity and diversity of the Arabidopsis translatome. PLoS ONE 10: e0117699. PubMed PMC

Zhang X‐N, Mount SM. 2009. Two alternatively spliced isoforms of the Arabidopsis SR45 protein have distinct roles during normal plant development. Plant Physiology 150: 1450–1458. PubMed PMC

Zhao Y, Chen S, Swensen AC, Qian W‐J, Gouaux E. 2019. Architecture and subunit arrangement of native AMPA receptors elucidated by cryo‐EM. Science 364: 355–362. PubMed PMC

Zitnik M, Nguyen F, Wang B, Leskovec J, Goldenberg A, Hoffman MM. 2019. Machine learning for integrating data in biology and medicine: principles, practice, and opportunities. Information Fusion 50: 71–91. PubMed PMC

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