Barcoding bias in high-throughput multiplex sequencing of miRNA
Author(s) -
Shahar Alon,
François Vigneault,
Seda Eminaga,
Danos C. Christodoulou,
Jonathan G. Seidman,
George M. Church,
Eli Eisenberg
Publication year - 2011
Publication title -
genome research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 9.556
H-Index - 297
eISSN - 1549-5469
pISSN - 1088-9051
DOI - 10.1101/gr.121715.111
Subject(s) - biology , barcode , microrna , multiplex , computational biology , dna sequencing , deep sequencing , adapter (computing) , genetics , gene expression profiling , dna microarray , dna , gene , genome , gene expression , computer science , operating system
Second-generation sequencing is gradually becoming the method of choice for miRNA detection and expression profiling. Given the relatively small number of miRNAs and improvements in DNA sequencing technology, studying miRNA expression profiles of multiple samples in a single flow cell lane becomes feasible. Multiplexing strategies require marking each miRNA library with a DNA barcode. Here we report that barcodes introduced through adapter ligation confer significant bias on miRNA expression profiles. This bias is much higher than the expected Poisson noise and masks significant expression differences between miRNA libraries. This bias can be eliminated by adding barcodes during PCR amplification of libraries. The accuracy of miRNA expression measurement in multiplexed experiments becomes a function of sample number.
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