Optimized PCR conditions minimizing the formation of chimeric DNA molecules from MPRA plasmid libraries
Open accessAbstract
BACKGROUND: Massively parallel reporter assays (MPRAs) enable high-throughput functional evaluation of various DNA regulatory elements and their mutant variants. The assays are based on construction of highly diverse plasmid libraries containing two variable fragments, a region of interest (a sequence under study; ROI) and a barcode (BC) used to uniquely tag each ROI, which are separated by a constant spacer sequence. The sequences of BC-ROI combinations present in the libraries may be either known a priori or not. In the latter case, it is necessary to identify these combinations before performing functional experiments. Typically, this is done by PCR amplification of the BC-ROI regions with flanking primers, followed by next-generation sequencing (NGS) of the products. However, chimeric DNA molecules formed on templates with identical spacer fragment during the amplification process may substantially hamper the identification of genuine BC-ROI combinations, and as a result lower the performance of the assays. RESULTS: To identify settings that minimize formation of chimeric products we tested a number of PCR amplification parameters, such as conventional and emulsion types of PCR, one- or two-round amplification strategies, amount of DNA template, number of PCR cycles, and the duration of the extension step. Using specific MPRA libraries as templates, we found that the two-round amplification of the BC-ROI regions with a very low initial template amount, an elongated extension step, and a specific number of PCR cycles result in as low as 0.30 and 0.32% of chimeric products for emulsion and conventional PCR approaches, respectively. CONCLUSIONS: We have identified PCR parameters that ensure synthesis of specific (non-chimeric) products from highly diverse MPRA plasmid libraries. In addition, we found that there is a negligible difference in performance of emulsion and conventional PCR approaches performed with the identified settings.
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Emulsion PCR was used to reduce PCR bias and prevent chimeric PCR products.
“Emulsion polymerase chain reaction (PCR) was used to recover gRNA and UCB sequences from plasmid libraries, genomic DNA extracted from lentivirus-infected hES cells and cells sorted from CHOOSE mosaic organoids as well as 10× single-cell complementary DNA libraries to reduce PCR bias and to prevent the generation of chimeric PCR products56,57.”
From Single-cell brain organoid screening identifies developmental defects in autism (2023) · cites this paper as [56]
The Background and Results (pages unavailable) support using optimized emulsion PCR to minimize chimeric products from MPRA plasmid libraries. The paper does not establish that it reduces PCR bias, and its results do not address the gRNA, genomic-DNA, organoid, or single-cell libraries named in the citing sentence. (LLM, conf=0.88)
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Cites
Tewhey, R., Kotliar, D., Park, D. S., Liu, B., Winnicki, S., Reilly, S. K., Andersen, K. G., Mikkelsen, T. S., Lander, E. S., Schaffner, S. F., et al. (2016) · Cell · doi:10.1016/j.cell.2016.04.027 · Cited by 480 · see citing works
Decoding enhancers using massively parallel reporter assays
Inoue, F., & Ahituv, N. (2015) · Genomics · doi:10.1016/j.ygeno.2015.06.005 · Cited by 272 · see citing works
Tewhey, R., Kotliar, D., Park, D. S., Liu, B., Winnicki, S., Reilly, S. K., Andersen, K. G., Mikkelsen, T. S., Lander, E. S., Schaffner, S. F., et al. (2018) · Cell · doi:10.1016/j.cell.2018.02.021 · Cited by 51 · cited 1× · see citing works
“Importantly, the sequences of BCs and/or the associated DNA regions of interest (hereafter ROIs) in MPRA plasmid libraries are frequently not known a priori, as random oligonucleotides are used to clone these elements [5, 10, 13].”
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Research works printed but not linked: 33
- [1]Haberle V Lenhard B Dissecting genomic regulatory elements in vivo Nat Biotechnol 2012 30 6 504 506 10.1038/nbt.2266 22678387 · DOI
- [3]Levo M Segal E In pursuit of design principles of regulatory sequences Nat Rev Genet 2014 15 7 453 468 10.1038/nrg3684 24913666 · DOI · Paper page
- [4]Komura R Aoki W Motone K Satomura A Ueda M High-throughput evaluation of T7 promoter variants using biased randomization and DNA barcoding PLoS One 2018 13 5 e0196905 10.1371/journal.pone.0196905 29734387 PMC5937735 · DOI
- [5]Patwardhan RP Lee C Litvin O Young DL Pe'er D Shendure J High-resolution analysis of DNA regulatory elements by synthetic saturation mutagenesis Nat Biotechnol 2009 27 12 1173 1175 10.1038/nbt.1589 19915551 PMC2849652 · DOI · Paper page
- [6]Melnikov A, Zhang X, Rogov P, Wang L, Mikkelsen TS. Massively parallel reporter assays in cultured mammalian cells. J Vis Exp. 2014;(90):e51719. PMC4364389 25177895
- [7]Patwardhan RP Hiatt JB Witten DM Kim MJ Smith RP May D Lee C Andrie JM Lee SI Cooper GM Massively parallel functional dissection of mammalian enhancers in vivo Nat Biotechnol 2012 30 3 265 270 10.1038/nbt.2136 22371081 PMC3402344 · DOI · Paper page
- [8]Kheradpour P Ernst J Melnikov A Rogov P Wang L Zhang X Alston J Mikkelsen TS Kellis M Systematic dissection of regulatory motifs in 2000 predicted human enhancers using a massively parallel reporter assay Genome Res 2013 23 5 800 811 10.1101/gr.144899.112 23512712 PMC3638136 · DOI · Paper page
- [9]Smith RP Taher L Patwardhan RP Kim MJ Inoue F Shendure J Ovcharenko I Ahituv N Massively parallel decoding of mammalian regulatory sequences supports a flexible organizational model Nat Genet 2013 45 9 1021 1028 10.1038/ng.2713 23892608 PMC3775494 · DOI · Paper page
- [11]White MA Myers CA Corbo JC Cohen BA Massively parallel in vivo enhancer assay reveals that highly local features determine the cis-regulatory function of ChIP-seq peaks Proc Natl Acad Sci U S A 2013 110 29 11952 11957 10.1073/pnas.1307449110 23818646 PMC3718143 · DOI
- [12]White MA Understanding how cis-regulatory function is encoded in DNA sequence using massively parallel reporter assays and designed sequences Genomics 2015 106 3 165 170 10.1016/j.ygeno.2015.06.003 26072432 PMC4540672 · DOI
- [13]Vvedenskaya IO Zhang Y Goldman SR Valenti A Visone V Taylor DM Ebright RH Nickels BE Massively systematic transcript end readout, “MASTER”: transcription start site selection, transcriptional slippage, and transcript yields Mol Cell 2015 60 6 953 965 10.1016/j.molcel.2015.10.029 26626484 PMC4688149 · DOI
- [14]Shao K Ding W Wang F Li H Ma D Wang H Emulsion PCR: a high efficient way of PCR amplification of random DNA libraries in aptamer selection PLoS One 2011 6 9 e24910 10.1371/journal.pone.0024910 21949784 PMC3174225 · DOI
- [15]Meyerhans A Vartanian JP Wain-Hobson S DNA recombination during PCR Nucleic Acids Res 1990 18 7 1687 1691 10.1093/nar/18.7.1687 2186361 PMC330584 · DOI
- [16]Qiu X Wu L Huang H McDonel PE Palumbo AV Tiedje JM Zhou J Evaluation of PCR-generated chimeras, mutations, and heteroduplexes with 16S rRNA gene-based cloning Appl Environ Microbiol 2001 67 2 880 887 10.1128/AEM.67.2.880-887.2001 11157258 PMC92662 · DOI
- [17]Wang G. C. Y. Wang Y. The frequency of chimeric molecules as a consequence of PCR co-amplification of 16S rRNA genes from different bacterial species Microbiology 1996 142 5 1107 1114 10.1099/13500872-142-5-1107 8704952 · DOI
- [18]Wang GCY, Wang Y. Frequency of formation of chimeric molecules as a consequence of PCR coamplification of 16S rRNA genes from mixed bacterial genomes. Appl Environ Microbiol. 1997;63(12):4645–50. PMC168786 9406382
- [19]Acinas SG Sarma-Rupavtarm R Klepac-Ceraj V Polz MF PCR-induced sequence artifacts and bias: insights from comparison of two 16S rRNA clone libraries constructed from the same sample Appl Environ Microbiol 2005 71 12 8966 8969 10.1128/AEM.71.12.8966-8969.2005 16332901 PMC1317340 · DOI · Paper page
- [20]Bjørnsgaard Aas A Davey ML Kauserud H ITS all right mama: investigating the formation of chimeric sequences in the ITS2 region by DNA metabarcoding analyses of fungal mock communities of different complexities Mol Ecol Resour 2017 17 4 730 741 10.1111/1755-0998.12622 27775220 · DOI
- [21]Cronn R Cedroni M Haselkorn T Grover C Wendel JF PCR-mediated recombination in amplification products derived from polyploid cotton Theor Appl Genet 2002 104 2–3 482 489 10.1007/s001220100741 12582722 · DOI
- [22]Potapov V Ong JL Examining sources of error in PCR by single-molecule sequencing PLoS One 2017 12 1 e0169774 10.1371/journal.pone.0169774 28060945 PMC5218489 · DOI
- [23]Bradley RD Hillis DM Recombinant DNA sequences generated by PCR amplification Mol Biol Evol 1997 14 5 592 593 10.1093/oxfordjournals.molbev.a025797 9159937 · DOI
- [24]Klug J Wolf M Beato M Creating chimeric molecules by PCR directed homologous DNA recombination Nucleic Acids Res 1991 19 10 2793 10.1093/nar/19.10.2793 2041761 PMC328216 · DOI
- [25]Lahr Daniel J. G. Katz Laura A. Reducing the impact of PCR-mediated recombination in molecular evolution and environmental studies using a new-generation high-fidelity DNA polymerase BioTechniques 2009 47 4 857 866 10.2144/000113219 19852769 · DOI
- [26]Liu J Song H Liu D Zuo T Lu F Zhuang H Gao F Extensive recombination due to heteroduplexes generates large amounts of artificial gene fragments during PCR PLoS One 2014 9 9 e106658 10.1371/journal.pone.0106658 25211143 PMC4161356 · DOI
- [27]Boers SA Hays JP Jansen R Micelle PCR reduces chimera formation in 16S rRNA profiling of complex microbial DNA mixtures Sci Rep 2015 5 14181 10.1038/srep14181 26373611 PMC4570986 · DOI
- [28]Williams R Peisajovich SG Miller OJ Magdassi S Tawfik DS Griffiths AD Amplification of complex gene libraries by emulsion PCR Nat Methods 2006 3 7 545 550 10.1038/nmeth896 16791213 · DOI · Paper page
- [29]Akhtar Waseem de Jong Johann Pindyurin Alexey V. Pagie Ludo Meuleman Wouter de Ridder Jeroen Berns Anton Wessels Lodewyk F.A. van Lohuizen Maarten van Steensel Bas Chromatin Position Effects Assayed by Thousands of Reporters Integrated in Parallel Cell 2013 154 4 914 927 10.1016/j.cell.2013.07.018 23953119 · DOI
- [30]Haas B. J. Gevers D. Earl A. M. Feldgarden M. Ward D. V. Giannoukos G. Ciulla D. Tabbaa D. Highlander S. K. Sodergren E. Methe B. DeSantis T. Z. Petrosino J. F. Knight R. Birren B. W. Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons Genome Research 2011 21 3 494 504 10.1101/gr.112730.110 21212162 PMC3044863 · DOI
- [31]Mysara M Saeys Y Leys N Raes J Monsieurs P CATCh, an ensemble classifier for chimera detection in 16S rRNA sequencing studies Appl Environ Microbiol 2015 81 5 1573 1584 10.1128/AEM.02896-14 25527546 PMC4325141 · DOI
- [32]Wright ES Yilmaz LS Noguera DR DECIPHER, a search-based approach to chimera identification for 16S rRNA sequences Appl Environ Microbiol 2012 78 3 717 725 10.1128/AEM.06516-11 22101057 PMC3264099 · DOI
- [33]Gonzalez JM Zimmermann J Saiz-Jimenez C Evaluating putative chimeric sequences from PCR-amplified products Bioinformatics 2005 21 3 333 337 10.1093/bioinformatics/bti008 15347575 · DOI
- [34]Gontcharova Viktoria Black Box Chimera Check (B2C2): a Windows-Based Software for Batch Depletion of Chimeras from Bacterial 16S rRNA Gene Datasets The Open Microbiology Journal 2010 4 1 47 52 10.2174/1874285801004010047 21339894 PMC3040993 · DOI
- [35]Judo M. S. B. Wedel A. B. Wilson C. Stimulation and suppression of PCR-mediated recombination Nucleic Acids Research 1998 26 7 1819 1825 10.1093/nar/26.7.1819 9512558 PMC147471 · DOI
Cited by
Sorted by citations
Single-cell brain organoid screening identifies developmental defects in autism
Li, C., Fleck, J. S., Martins-Costa, C., Burkard, T. R., Themann, J., Stuempflen, M., Peer, A. M., Vertesy, Á., Littleboy, J. B., Esk, C., et al. (2023) · Nature · doi:10.1038/s41586-023-06473-y · Cited by 283 · see citing works
“Emulsion PCR and target amplification Emulsion PCR was used to recover gRNA and unique clone barcode (UCB) sequences from plasmid libraries, genomic DNA extracted from lentivirus infected hESCs, and 10X single cell cDNA libraries to reduce PCR bias and to prevent the generation of chimeric PCR products (54, 55).”
MethodCRISPRmap: Sequencing-free optical pooled screens mapping multi-omic phenotypes in cells and tissue
Gu, J., Iyer, A., Wesley, B., Taglialatela, A., Leuzzi, G., Hangai, S., Decker, A., Gu, R., Klickstein, N., Shuai, Y., et al. (2023) · doi:10.1101/2023.12.26.572587 · Cited by 10 · see citing works
- Authors
- Omelina, E. S., Ivankin, A. V., Letiagina, A. E., & Pindyurin, A. V.
- Affiliations
- Institute of Molecular and Cell Biology (RU)
- Novosibirsk State University (RU)
- Corresponding author
- Pindyurin, Alexey V.
- Venue
- BMC Genomics
- Published
- 2019-07
- Volume
- 20
- Issue
- S7
- Pages
- 536-536
- ISSN
- 1471-2164 (ISSN-L)
- PMC
- PMC6620194
- OpenAlex
- W2957738448
- Cited by
- 35
- References
- 3
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 5 · 2023: 10 · 2022: 2 · 2021: 4 · 2020: 1 · 2019: 3
- FWCI
- 0.83
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Genomics (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Siberian Branch, Russian Academy of Sciences
- Russian Science Foundation (16-14-10288, 18-74-, 18-74-00050)
- Russian Academy of Sciences
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Molecular Biology Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › CRISPR and Genetic Engineering
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
- Keywords
- massively parallel reporter assay, chimeric DNA, PCR optimization, plasmid library, emulsion PCR, spacer sequences, DNA regulatory elements
- MeSH terms
- DNA, Plasmids, Templates, Genetic, Gene Library, Polymerase Chain Reaction, DNA Primers, High-Throughput Nucleotide Sequencing
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