Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome

被引:45
|
作者
Tilgner, Hagen [1 ]
Jahanbani, Fereshteh [2 ]
Gupta, Ishaan [1 ]
Collier, Paul [1 ]
Wei, Eric [2 ]
Rasmussen, Morten [3 ]
Snyder, Michael [2 ]
机构
[1] Weill Cornell Med, Brain & Mind Res Inst, New York, NY 10021 USA
[2] Stanford Univ, Dept Genet, Stanford, CA 94304 USA
[3] Arc Bio LLC, Menlo Pk, CA 94025 USA
基金
美国国家卫生研究院;
关键词
FALSE DISCOVERY RATE; RNA-SEQ; GENE-EXPRESSION; MESSENGER-RNAS; INTRON RETENTION; HUMAN GENOME; SINGLE-GENE; ASSOCIATION; CELLS; POLYADENYLATION;
D O I
10.1101/gr.230516.117
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Understanding transcriptome complexity is crucial for understanding human biology and disease. Technologies such as Synthetic long-read RNA sequencing (SLR-RNA-seq) delivered 5 million isoforms and allowed assessing splicing coordination. Pacific Biosciences and Oxford Nanopore increase throughput also but require high input amounts or amplification. Our new droplet-based method, sparse isoform sequencing (spISO-seq), sequences 100k-200k partitions of 10-200 molecules at a time, enabling analysis of 10-100 million RNA molecules. SpISO-seq requires less than] ng of input cDNA, limiting or removing the need for prior amplification with its associated biases. Adjusting the number of reads devoted to each molecule reduces sequencing lanes and cost, with little loss in detection power. The increased number of molecules expands our understanding of isoform complexity. In addition to confirming our previously published cases of splicing coordination (e.g., BIN1), the greater depth reveals many new cases, such as MAPT. Coordination of internal exons is found to be extensive among protein coding genes: 23.5%-59.3% (95% confidence interval) of highly expressed genes with distant alternative exons exhibit coordination, showcasing the need for long-read transcriptomics. However, coordination is less frequent for noncoding sequences, suggesting a larger role of splicing coordination in shaping proteins. Groups of genes with coordination are involved in protein?protein interactions with each other, raising the possibility that coordination facilitates complex formation and/or function. We also find new splicing coordination types, involving initial and terminal exons. Our results provide a more comprehensive understanding of the human transcriptome and a general, cost-effective method to analyze it.
引用
收藏
页码:231 / 242
页数:12
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