The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules

Abstract Accurate quantification of biomolecules in system-wide measurements is in high demand, especially for systems with limited sample amounts such as single cells. Because of this, digital quantification of nucleic acid molecules using molecular barcodes has been developed, making, e.g., transc...

Full description

Bibliographic Details
Main Authors: Taisaku Ogawa, Kirill Kryukov, Tadashi Imanishi, Katsuyuki Shiroguchi
Format: Article
Language:English
Published: Nature Publishing Group 2017-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-13529-3
id doaj-174ff9a22ba6468c8716e68dd0232a99
record_format Article
spelling doaj-174ff9a22ba6468c8716e68dd0232a992020-12-08T00:31:23ZengNature Publishing GroupScientific Reports2045-23222017-10-01711910.1038/s41598-017-13529-3The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid moleculesTaisaku Ogawa0Kirill Kryukov1Tadashi Imanishi2Katsuyuki Shiroguchi3Laboratory for Integrative Omics, RIKEN Quantitative Biology Center (QBiC)Biomedical Informatics Laboratory, Department of Molecular Life Science, Tokai University School of MedicineBiomedical Informatics Laboratory, Department of Molecular Life Science, Tokai University School of MedicineLaboratory for Integrative Omics, RIKEN Quantitative Biology Center (QBiC)Abstract Accurate quantification of biomolecules in system-wide measurements is in high demand, especially for systems with limited sample amounts such as single cells. Because of this, digital quantification of nucleic acid molecules using molecular barcodes has been developed, making, e.g., transcriptome analysis highly reproducible and quantitative. This counting scheme was shown to work using sequence-restricted barcodes, and non-sequence-restricted (random-base) barcodes that may provide a much higher dynamic range at significantly lower cost have been widely used. However, the efficacy of random-base barcodes is significantly affected by base changes due to amplification and/or sequencing errors and has not been investigated experimentally or quantitatively. Here, we show experimentally that random-base barcodes enable absolute and digital quantification of DNA molecules with high dynamic range (from one to more than 104, potentially up to 1015 molecules) conditional on our barcode design and variety, a certain range of sequencing depths, and computational analyses. Moreover, we quantitatively show further functional advantages of the molecular barcodes: the molecular barcodes enable one to find contaminants and misidentifications of target sequences. Our scheme here may be generally used to confirm that the digital quantification works in each platform.https://doi.org/10.1038/s41598-017-13529-3
collection DOAJ
language English
format Article
sources DOAJ
author Taisaku Ogawa
Kirill Kryukov
Tadashi Imanishi
Katsuyuki Shiroguchi
spellingShingle Taisaku Ogawa
Kirill Kryukov
Tadashi Imanishi
Katsuyuki Shiroguchi
The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
Scientific Reports
author_facet Taisaku Ogawa
Kirill Kryukov
Tadashi Imanishi
Katsuyuki Shiroguchi
author_sort Taisaku Ogawa
title The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
title_short The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
title_full The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
title_fullStr The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
title_full_unstemmed The efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
title_sort efficacy and further functional advantages of random-base molecular barcodes for absolute and digital quantification of nucleic acid molecules
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-10-01
description Abstract Accurate quantification of biomolecules in system-wide measurements is in high demand, especially for systems with limited sample amounts such as single cells. Because of this, digital quantification of nucleic acid molecules using molecular barcodes has been developed, making, e.g., transcriptome analysis highly reproducible and quantitative. This counting scheme was shown to work using sequence-restricted barcodes, and non-sequence-restricted (random-base) barcodes that may provide a much higher dynamic range at significantly lower cost have been widely used. However, the efficacy of random-base barcodes is significantly affected by base changes due to amplification and/or sequencing errors and has not been investigated experimentally or quantitatively. Here, we show experimentally that random-base barcodes enable absolute and digital quantification of DNA molecules with high dynamic range (from one to more than 104, potentially up to 1015 molecules) conditional on our barcode design and variety, a certain range of sequencing depths, and computational analyses. Moreover, we quantitatively show further functional advantages of the molecular barcodes: the molecular barcodes enable one to find contaminants and misidentifications of target sequences. Our scheme here may be generally used to confirm that the digital quantification works in each platform.
url https://doi.org/10.1038/s41598-017-13529-3
work_keys_str_mv AT taisakuogawa theefficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT kirillkryukov theefficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT tadashiimanishi theefficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT katsuyukishiroguchi theefficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT taisakuogawa efficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT kirillkryukov efficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT tadashiimanishi efficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
AT katsuyukishiroguchi efficacyandfurtherfunctionaladvantagesofrandombasemolecularbarcodesforabsoluteanddigitalquantificationofnucleicacidmolecules
_version_ 1724396162402746368