The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
RNA-ligase-dependent biases in miRNA representation in deep-sequenced small RNA cDNA libraries
Abstract
Sequencing of small RNA cDNA libraries is an important tool for the discovery of new RNAs and the analysis of their mutational status as well as expression changes across samples. It requires multiple enzyme-catalyzed steps, including sequential oligonucleotide adapter ligations to the 3′ and 5′ ends of the small RNAs, reverse transcription (RT), and PCR. We assessed biases in representation of miRNAs relative to their input concentration, using a pool of 770 synthetic miRNAs and 45 calibrator oligoribonucleotides, and tested the influence of Rnl1 and two variants of Rnl2, Rnl2(1–249) and Rnl2(1–249)K227Q, for 3′-adapter ligation. The use of the Rnl2 variants for adapter ligations yielded substantially fewer side products compared with Rnl1; however, the benefits of using Rnl2 remained largely obscured by additional biases in the 5′-adapter ligation step; RT and PCR steps did not have a significant impact on read frequencies. Intramolecular secondary structures of miRNA and/or miRNA/3′-adapter products contributed to these biases, which were highly reproducible under defined experimental conditions. We used the synthetic miRNA cocktail to derive correction factors for approximation of the absolute levels of individual miRNAs in biological samples. Finally, we evaluated the influence of 5′-terminal 5-nt barcode extensions for a set of 20 barcoded 3′ adapters and observed similar biases in miRNA read distribution, thereby enabling cost-saving multiplex analysis for large-scale miRNA profiling.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“while NEXTflex utilizes adapters containing four degenerate nucleotides at the ligation ends as a strategy to reduce ligation bias, which is a well-known issue in small RNA library preparation (33).”
From Depletion of erythropoietic miR-486-5p and miR-451a improves detectability of rare microRNAs in peripheral blood-derived small RNA sequencing libraries (2020) · cites this paper as [33]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Silencing of microRNAs in vivo with ‘antagomirs’
Krützfeldt, J., Rajewsky, N., Braich, R., Rajeev, K. G., Tuschl, T., Manoharan, M., & Stoffel, M. (2005) · Nature · doi:10.1038/nature04303 · Cited by 3,949
Self-citationA Mammalian microRNA Expression Atlas Based on Small RNA Library Sequencing
Landgraf, P., Rusu, M., Sheridan, R., Sewer, A., Iovino, N., Aravin, A., Pfeffer, S., Rice, A., Kamphorst, A. O., Landthaler, M., et al. (2007) · Cell · doi:10.1016/j.cell.2007.04.040 · Cited by 3,626
Self-citationDesign of 240,000 orthogonal 25mer DNA barcode probes
Xu, Q., Schlabach, M. R., Hannon, G. J., & Elledge, S. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812506106 · Cited by 170
Flagged first, then by citations
Research works printed but not linked: 53
- 10.1093/nar/26.21.4983 · DOI
- 10.1016/j.febslet.2005.08.009 · DOI
- 10.1016/j.cell.2009.01.002 · DOI · Paper page
- 10.1016/j.ymeth.2007.10.002 · DOI
- 10.1016/j.cell.2007.02.033 · DOI
- 10.1261/rna.1754109 · DOI
- 10.1093/nar/gkg914 · DOI
- 10.1093/nar/gki149 · DOI
- 10.1186/1471-2164-11-716 · DOI
- 10.1093/nar/gkm1035 · DOI
- 10.1038/nrg2634 · DOI
- 10.1016/0076-6879(83)00047-6 · DOI
- 10.1038/275560a0 · DOI
- 10.1073/pnas.74.11.4839 · DOI
- 10.1016/j.cmet.2006.01.005 · DOI · Paper page
- 10.1242/dev.005629 · DOI
- Farazi TA , Horlings HM , Ten Hoeve J , Mihailovic A , Halfwerk H , Morozov P , Brown M , Hafner M , Reyal F , van Kouwenhove M , . 2011. MicroRNA sequence and expression analysis in breast tumors by deep sequencing. Cancer Res doi: 10.1158/0008-5472.CAN-11-0608. · DOI
- 10.1016/j.ymeth.2007.09.009 · DOI
- 10.1016/j.cell.2010.03.009 · DOI · Paper page
- 10.1126/science.1148530 · DOI
- 10.1073/pnas.192184699 · DOI
- 10.1016/j.str.2004.01.011 · DOI
- 10.1093/nar/gkg599 · DOI
- 10.1016/j.ab.2009.01.011 · DOI
- 10.1038/nrm2868 · DOI
- 10.1038/nmat1021 · DOI
- 10.1038/ng2003 · DOI
- 10.1261/rna.1351608 · DOI
- 2009, MicroRNAs and cardiac pathology, Nat Rev Cardiol, 6, 419
- 10.1126/science.1065062 · DOI · Paper page
- 10.1038/nature03315 · DOI · Paper page
- 10.1038/nmeth0709-474 · DOI
- 10.1128/MCB.02005-06 · DOI · Paper page
- 10.1016/j.sbi.2006.05.010 · DOI
- 10.1016/j.biochi.2008.02.009 · DOI
- 10.1083/jcb.200802105 · DOI
- 10.1261/rna.2242610 · DOI
- 10.1126/science.1132839 · DOI
- 10.1093/nar/gkm760 · DOI
- 10.1016/j.sbi.2007.12.008 · DOI
- 10.1038/nmeth746 · DOI
- 10.1016/j.ymeth.2007.09.006 · DOI · Paper page
- 10.1093/nar/gkq342 · DOI
- 10.1016/j.cell.2010.02.027 · DOI · Paper page
- 10.1073/pnas.69.10.3009 · DOI
- 10.1038/nrm2347 · DOI
- 10.1126/science.1129333 · DOI
- 10.1038/nmeth.1244 · DOI
- 10.1016/j.cell.2009.01.046 · DOI
- 2001, Oligonucleotide melting temperatures under PCR conditions: Nearest-neighbor corrections for Mg2+, deoxynucleotide triphosphate, and dimethyl sulfoxide concentrations with comparison to alternative empirical formulas, Clin Chem, 47, 1956, 10.1093/clinchem/47.11.1956 · DOI
- 10.1073/pnas.72.1.122 · DOI
- 10.1261/rna.234507 · DOI
- 10.1074/jbc.M300817200 · DOI
Cited by
Sorted by citations
Protein–RNA interactions: new genomic technologies and perspectives
König, J., Zarnack, K., Luscombe, N. M., & Ule, J. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3141 · Cited by 555
Moore, M. J., Zhang, C., Gantman, E. C., Mele, A., Darnell, J. C., & Darnell, R. B. (2014) · Nature Protocols · doi:10.1038/nprot.2014.012 · Cited by 251
RNA-binding proteins in neurodegeneration: Seq and you shall receive
Nussbacher, J. K., Batra, R., Lagier-Tourenne, C., & Yeo, G. W. (2015) · Trends in Neurosciences · doi:10.1016/j.tins.2015.02.003 · Cited by 115
Juzenas, S., Lindqvist, C. M., Ito, G., Dolshanskaya, Y., Halfvarson, J., Franke, A., & Hemmrich-Stanisak, G. (2020) · NAR Genomics and Bioinformatics · doi:10.1093/nargab/lqaa008 · Cited by 17
Metadata
- Authors
- Hafner, M., Renwick, N., Brown, M., Mihailović, A., Holoch, D., Lin, C., Pena, J. T. G., Nusbaum, J. D., Morozov, P., Ludwig, J., Ojo, T., Luo, S., Schroth, G., & Tuschl, T.
- Venue
- RNA
- Publisher
- Cold Spring Harbor Laboratory
- Published
- 2011-07-20
- Volume
- 17
- Issue
- 9
- Pages
- 1697-1712
- ISSN
- 1355-8382
- 1469-9001
- Cited by
- 320
- References
- 3
- Language
- en
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review