Low-input RNA-seq is powerful to represent the gene expression profiles with limited number of cells, especially when single-cell variations are not the aim. However, pre-amplification-based and molecule index-based library construction methods boost bias or require higher throughput. Here we demonstrate a simple, low-cost, low-bias and low-input RNA-seq with ion torrent semiconductor sequencing (LIEA RNA-seq). We also developed highly accurate and error-tolerant spliced mapping algorithm FANSe2splice to accurately map the single-ended reads to the reference genome with better experimental verifiability than the previous spliced mappers. Combining the experimental and computational advancements, our solution is comparable with the bulk mRNA-seq in quantification, reliably detects splice junctions and minimizes the bias with much less mappable reads.
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Univ Calif Berkeley, Grad Program Biophys, Berkeley, CA 94720 USAUniv Calif Berkeley, Grad Program Biophys, Berkeley, CA 94720 USA
Combs, Peter A.
Eisen, Michael B.
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Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
Univ Calif Berkeley, Howard Hughes Med Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Grad Program Biophys, Berkeley, CA 94720 USA
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Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Bhargava, Vipul
Head, Steven R.
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Scripps Res Inst, Next Generat Sequencing Core Facil, La Jolla, CA 92037 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Head, Steven R.
Ordoukhanian, Phillip
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Scripps Res Inst, Next Generat Sequencing Core Facil, La Jolla, CA 92037 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Ordoukhanian, Phillip
Mercola, Mark
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Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Sanford Burnham Med Res Inst, La Jolla, CA USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Mercola, Mark
Subramaniam, Shankar
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Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA