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Zhang, Keren ; Zhao, Xueru ; Zhao, Yue ; Zhang, Zhibin ; Liu, Zhijian ; Liu, Ziyu ; Yu, Yanan ; Li, Juzuo ; Ma, Yiqiao ; Dong, Yuefan ; et al ( , Proceedings of the National Academy of Sciences)
Cytonuclear disruption may accompany allopolyploid evolution as a consequence of the merger of different nuclear genomes in a cellular environment having only one set of progenitor organellar genomes. One path to reconcile potential cytonuclear mismatch is biased expression for maternal gene duplicates (homoeologs) encoding proteins that target to plastids and/or mitochondria. Assessment of this transcriptional form of cytonuclear coevolution at the level of individual cells or cell types remains unexplored. Using single-cell (sc-) and single-nucleus (sn-) RNAseq data from eight tissues in three allopolyploid species, we characterized cell type–specific variations of cytonuclear coevolutionary homoeologous expression and demonstrated the temporal dynamics of expression patterns across development stages during cotton fiber development. Our results provide unique insights into transcriptional cytonuclear coevolution in plant allopolyploids at the single-cell level.
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Liu, Ziyu ; Wurstbauer, Ursula ; Du, Lingjie ; West, Ken W. ; Pfeiffer, Loren N. ; Manfra, Michael J. ; Pinczuk, Aron ( , Physical Review Letters)
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Niu, Xing ; Glavic, Boris ; Liu, Ziyu ; Li, Pengyuan ; Gawlick, Dieter ; Krishnaswamy, Vasudha ; Liu, Zhen Hua ; Porobic, Danica ( , Proceedings of the VLDB Endowment)Database systems use static analysis to determine upfront which data is needed for answering a query and use indexes and other physical design techniques to speed-up access to that data. However, for important classes of queries, e.g., HAVING and top-k queries, it is impossible to determine up-front what data is relevant. To overcome this limitation, we develop provenance-based data skipping (PBDS), a novel approach that generates provenance sketches to concisely encode what data is relevant for a query. Once a provenance sketch has been captured it is used to speed up subsequent queries. PBDS can exploit physical design artifacts such as indexes and zone maps.more » « less