Insertion-Site Proximity to AAV Inverted Terminal Repeats Increases Plasmid Recombination
Abstract
1. Introduction
2. Results
2.1. Validation of the Restriction–Ligation Construct Panel
2.2. PCR Detects Recombination
2.3. Recombination Increases with Cloning-Site Proximity to the ITR
2.4. De Novo NGS Assembly Confirms L-ITR-Initiated Deletion
2.5. Cloning into an ITR-FREE Plasmid Does Not Produce Recombinated Variants
3. Discussion
3.1. Mechanistic Interpretation
3.2. Implications for AAV-MPRA Library Design and Study Limitations
4. Materials and Methods
4.1. Plasmid Backbone
4.2. Construct Panel
- BsaI. BsaI recognition sites are located at nt 154–160 and 175–181 and generate cleavage sites at nt 149–153 and 182–186. Following ligation, the resulting junction is positioned 4 bp downstream of the L-ITR boundary (nt 145). The L-ITR remains structurally intact.
- MluI + EcoRI. MluI recognizes nt 139–144, while EcoRI recognizes nt 186–191. Cleavage by MluI occurs within the L-ITR, resulting in disruption of the ITR secondary structure before ligation. This construct served as a control for direct ITR damage.
- EcoRI + KpnI. EcoRI and KpnI recognize nt 186–191 and nt 327–332, respectively. Ligation produces a junction located 41 bp downstream of the L-ITR while preserving an intact ITR.
- KpnI + BtgI. KpnI and BtgI recognize nt 327–332 and nt 337–342, respectively. The resulting ligation junction is positioned 182 bp from the L-ITR, with the ITR remaining intact.
- BamHI + HindIII. BamHI and HindIII recognize nt 1080–1085 and nt 1104–1109, respectively. Ligation generates a junction located 935 bp from the L-ITR and 543 bp from the R-ITR, while preserving both ITRs.
4.3. Restriction Digestion and Religation
4.4. Bacterial Strains and Transformation
4.5. PCR-Based Recombination Detection
4.6. Whole-Plasmid Sequencing and De Novo Assembly, Recombination Check
4.7. PCR Validation of Sequencing-Defined Rearrangements
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Gordon, M.G.; Inoue, F.; Martin, B.; Schubach, M.; Agarwal, V.; Whalen, S.; Feng, S.; Zhao, J.; Ashuach, T.; Ziffra, R.; et al. lentiMPRA and MPRAflow for High-Throughput Functional Characterization of Gene Regulatory Elements. Nat. Protoc. 2020, 15, 2387–2412, Erratum in Nat Protoc. 2021, 16, 3736. [Google Scholar] [CrossRef] [Scilit]
- Yuan, Y.; Higashiyama, K.; Ito-Kudo, E.; Masumi-Koizumi, K.; Yusa, K.; Uchida, K. Stabilization of a Single-Stranded DNA of Adeno-Associated Virus by Inverted Terminal Repeats. Sci. Rep. 2024, 14, 27696. [Google Scholar] [CrossRef] [Scilit]
- Radukic, M.T.; Le, D.T.; Krassuski, T.; Borchert, P.; Leach, D.R.F.; Müller, K.M. Degradation and Stable Maintenance of Adeno-Associated Virus Inverted Terminal Repeats in E. Coli. Nucleic Acids Res. 2025, 53, gkae1170. [Google Scholar] [CrossRef] [Scilit]
- Svetec Miklenić, M.; Svetec, I.K. Palindromes in DNA—A Risk for Genome Stability and Implications in Cancer. Int. J. Mol. Sci. 2021, 22, 2840. [Google Scholar] [CrossRef] [Scilit]
- Yanjiang, Z.; VanDusen, N. Massively Parallel Reporter Assays for High-Throughput In Vivo Analysis of Cis-Regulatory Elements. J. Cardiovasc. Dev. Dis. 2023, 10, 144. [Google Scholar] [CrossRef] [Scilit]
- Inoue, F.; Ahituv, N. Decoding Enhancers Using Massively Parallel Reporter Assays. Genomics 2015, 106, 159–164. [Google Scholar] [CrossRef] [Scilit]
- Omelina, E.S.; Ivankin, A.V.; Letiagina, A.E.; Pindyurin, A.V. Optimized PCR Conditions Minimizing the Formation of Chimeric DNA Molecules from MPRA Plasmid Libraries. BMC Genom. 2019, 20, 536. [Google Scholar] [CrossRef] [Scilit]
- Lalanne, J.-B.; Huynh, C.; Mich, J.K.; Hunker, A.C.; McDiarmid, T.A.; Kim, H.; Levi, B.P.; Ting, J.T.; Shendure, J. Pool-Packaged AAV Libraries Exhibit Extensive Length-Dependent and Homology-Dependent Chimerism. Nat. Biotechnol. 2026, 1–7. [Google Scholar] [CrossRef] [Scilit]
- Shen, S.Q.; Myers, C.A.; Hughes, A.E.O.; Byrne, L.C.; Flannery, J.G.; Corbo, J.C. Massively Parallel Cis-Regulatory Analysis in the Mammalian Central Nervous System. Genome Res. 2016, 26, 238–255. [Google Scholar] [CrossRef] [Scilit]
- Chan, Y.-C.; Kienle, E.; Oti, M.; Di Liddo, A.; Mendez-Lago, M.; Aschauer, D.F.; Peter, M.; Pagani, M.; Arnold, C.; Vonderheit, A.; et al. An Unbiased AAV-STARR-Seq Screen Revealing the Enhancer Activity Map of Genomic Regions in the Mouse Brain In Vivo. Sci. Rep. 2023, 13, 6745. [Google Scholar] [CrossRef] [Scilit]
- Gut, F.; Käshammer, L.; Lammens, K.; Bartho, J.D.; Boggusch, A.-M.; van de Logt, E.; Kessler, B.; Hopfner, K.-P. Structural Mechanism of Endonucleolytic Processing of Blocked DNA Ends and Hairpins by Mre11-Rad50. Mol. Cell 2022, 82, 3513–3522.e6. [Google Scholar] [CrossRef] [Scilit]
- Eykelenboom, J.K.; Blackwood, J.K.; Okely, E.; Leach, D.R.F. SbcCD Causes a Double-Strand Break at a DNA Palindrome in the Escherichia Coli Chromosome. Mol. Cell 2008, 29, 644–651. [Google Scholar] [CrossRef] [Scilit]
- Lai, P.J.; Lim, C.T.; Le, H.P.; Katayama, T.; Leach, D.R.F.; Furukohri, A.; Maki, H. Long Inverted Repeat Transiently Stalls DNA Replication by Forming Hairpin Structures on Both Leading and Lagging Strands. Genes Cells 2016, 21, 136–145. [Google Scholar] [CrossRef] [Scilit]
- Bai, X.; Hong, J.F.; Yu, S.; Hu, D.Y.; Chen, A.Y.; Rich, C.A.; Shi, S.J.; Xu, S.Y.; Croucher, D.M.; Müssar, K.J.; et al. Prevalence of Errors in Lab-Made Plasmids across the Globe. Nucleic Acids Res. 2025, 53. [Google Scholar] [CrossRef] [Scilit]
- Hunker, A.C.; Mich, J.K.; Taskin, N.; Torkelson, A.; Cardenas, T.; Lalanne, J.-B.; Mahoney, J.T.; Bertagnolli, D.; Chakka, A.B.; Chakrabarty, R.; et al. Technical and Biological Sources of Noise Confound Multiplexed Enhancer AAV Screening. Nat. Commun. 2026, 17, 3738. [Google Scholar] [CrossRef] [Scilit]
- Wilmott, P.; Lisowski, L.; Alexander, I.E.; Logan, G.J. A User’s Guide to the Inverted Terminal Repeats of Adeno-Associated Virus. Hum. Gene Ther. Methods (Part B) 2019, 30, 206–213. [Google Scholar] [CrossRef] [Scilit]
- Gray, J.T.; Zolotukhin, S. Design and Construction of Functional AAV Vectors. In Adeno-Associated Virus; Methods in Molecular Biology; Humana Press: New York, NY, USA, 2011; Volume 807, pp. 25–46. [Google Scholar]
- James, A.A.; Morrison, P.T.; Kolodner, R. Genetic Recombination of Bacterial Plasmid DNA: Analysis of the Effect of Recombination-Deficient Mutations on Plasmid Recombination. J. Mol. Biol. 1982, 160, 411–430. [Google Scholar] [CrossRef] [Scilit]
- Kontogiannis, T.; Braybrook, J.; McElroy, C.; Foy, C.; Whale, A.S.; Quaglia, M.; Smales, C.M. Characterization of AAV Vectors: A Review of Analytical Techniques and Critical Quality Attributes. Mol. Ther. Methods Clin. Dev. 2024, 32, 101309. [Google Scholar] [CrossRef] [Scilit]
- Oliveira, P.H.; Prather, K.J.; Prazeres, D.M.F.; Monteiro, G.A. Structural Instability of Plasmid Biopharmaceuticals: Challenges and Implications. Trends Biotechnol. 2009, 27, 503–511. [Google Scholar] [CrossRef] [Scilit]
- Chen, Y.; Hu, S.; Lee, W.; Walsh, N.; Iozza, K.; Huang, N.; Preston, G.; Drouin, L.M.; Jia, N.; Deng, J.; et al. A Comprehensive Study of the Effects by Sequence Truncation within Inverted Terminal Repeats (ITRs) on the Productivity, Genome Packaging, and Potency of AAV Vectors. Microorganisms 2024, 12, 310. [Google Scholar] [CrossRef] [Scilit]
- Davidsson, M.; Diaz-Fernandez, P.; Schwich, O.D.; Torroba, M.; Wang, G.; Björklund, T. A Novel Process of Viral Vector Barcoding and Library Preparation Enables High-Diversity Library Generation and Recombination-Free Paired-End Sequencing. Sci. Rep. 2016, 6, 37563. [Google Scholar] [CrossRef] [Scilit]
- Voineagu, I.; Narayanan, V.; Lobachev, K.S.; Mirkin, S.M. Replication Stalling at Unstable Inverted Repeats: Interplay between DNA Hairpins and Fork Stabilizing Proteins. Proc. Natl. Acad. Sci. USA 2008, 105, 9936–9941. [Google Scholar] [CrossRef] [Scilit]
- Andrews, S. FastQC: A Quality Control Tool for High Throughput Sequence Data; Babraham Institute: Cambridge, UK, 2010; Available online: https://www.bioinformatics.babraham.ac.uk/projects/fastqc/ (accessed on 15 July 2026).
- Chen, S.; Zhou, Y.; Chen, Y.; Gu, J. Fastp: An Ultra-Fast All-in-One FASTQ Preprocessor. Bioinformatics 2018, 34, i884–i890. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bankevich, A.; Nurk, S.; Antipov, D.; Gurevich, A.A.; Dvorkin, M.; Kulikov, A.S.; Lesin, V.M.; Nikolenko, S.I.; Pham, S.; Prjibelski, A.D.; et al. SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing. J. Comput. Biol. 2012, 19, 455–477. [Google Scholar] [CrossRef] [Scilit]
- Langmead, B.; Salzberg, S.L. Fast Gapped-Read Alignment with Bowtie 2. Nat. Methods 2012, 9, 357–359. [Google Scholar] [CrossRef] [Scilit]
- Altschul, S.F.; Gish, W.; Miller, W.; Myers, E.W.; Lipman, D.J. Basic Local Alignment Search Tool. J. Mol. Biol. 1990, 215, 403–410. [Google Scholar] [CrossRef] [PubMed]
- De Coster, W.; Rademakers, R. NanoPack2: Population-Scale Evaluation of Long-Read Sequencing Data. Bioinformatics 2023, 39, btad311. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kolmogorov, M.; Yuan, J.; Lin, Y.; Pevzner, P.A. Assembly of Long, Error-Prone Reads Using Repeat Graphs. Nat. Biotechnol. 2019, 37, 540–546. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Oxford Nanopore Technologies Medaka: Sequence Correction Provided by ONT Research; Oxford Nanopore Technologies (ONT): Oxford, UK, 2018; Available online: https://github.com/nanoporetech/medaka (accessed on 15 July 2026).
- Li, H. Minimap2: Pairwise Alignment for Nucleotide Sequences. Bioinformatics 2018, 34, 3094–3100. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Danecek, P.; Bonfield, J.K.; Liddle, J.; Marshall, J.; Ohan, V.; Pollard, M.O.; Whitwham, A.; Keane, T.; McCarthy, S.A.; Davies, R.M.; et al. Twelve Years of SAMtools and BCFtools. Gigascience 2021, 10, giab008. [Google Scholar] [CrossRef] [Scilit]



| Strategy | Enzyme(s) | Cut Site(s) (nt) | Distance to ITR (bp) | ITR Integrity | % Normal Clones | % Recombinant Clones |
|---|---|---|---|---|---|---|
| 1 | BsaI (Type IIS) | 150–153, 182–185 | 4 (L-ITR) | Intact | 17.5 | 82.5 |
| 2 | MluI + EcoRI | 140–143, 186–191 | −6 (L-ITR) | Damaged (MluI cuts inside L-ITR) | 85 | 15 |
| 3 | EcoRI + KpnI | 187–190, 328–331 | 41 (L-ITR) | Intact | 40 | 60 |
| 4 | KpnI + BtgI | 328–331, 338–341 | 182 (L-ITR) | Intact | 80 | 20 |
| 5 | BamHI + HindIII | 1081–1084 1105–1108 | 543 (R-ITR) 935 (L-ITR) | Intact | 100 | 0 |
| Control | Ligase only (no enzyme) | — | — | Intact | 100 | 0 |
| Clone | Assembled Size (bp) | Net Change vs. Ref (bp) | L-ITR | R-ITR | Intron | GFP | hGH polyA | f1 Ori | AmpR | pUC Ori | Predicted Amplicon Primer Mix 3 (bp) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| C1 | 2386 | −2007 | + | − | − | − | − | − | + | + | 1016 |
| C10 | 1990 | −2403 | + | − | − | − | − | − | + | + | 620 |
| M4 | 1863 | −2530 | + | − | − | − | − | − | + | + | 493 |
| M7 | 2189 | −2204 | − | − | − | − | − | − | + | + | 818 |
| M8 | 2796 | −1597 | + | − | − | − | − | + | + | + | 1426 |
| M13 | 2144 | −2249 | + | − | − | − | − | − | + | + | 774 |
| Clone | Assembled Full-length Contig, bp | Reads Mapped | Recombined Reads (≥300 bp) | % Recombined (≥300 bp) | Event Counts (Deletions/Junction Deletions/Inversions) |
|---|---|---|---|---|---|
| SGC | 4354 | 2888 | 71 | 2.46 | 39/13/21 |
| SGR | 4305 | 3094 | 49 | 1.58 | 28/6/15 |
| SGIBC | 4332 | 1129 | 22 | 1.95 | 12/5/8 |
| SGIBR | 4268 | 998 | 21 | 2.10 | 12/4/7 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Makarenko, M.; Semicheva, D.; Fishman, V. Insertion-Site Proximity to AAV Inverted Terminal Repeats Increases Plasmid Recombination. Int. J. Mol. Sci. 2026, 27, 7630. https://doi.org/10.3390/ijms27177630
Makarenko M, Semicheva D, Fishman V. Insertion-Site Proximity to AAV Inverted Terminal Repeats Increases Plasmid Recombination. International Journal of Molecular Sciences. 2026; 27(17):7630. https://doi.org/10.3390/ijms27177630
Chicago/Turabian StyleMakarenko, Maxim, Daria Semicheva, and Veniamin Fishman. 2026. "Insertion-Site Proximity to AAV Inverted Terminal Repeats Increases Plasmid Recombination" International Journal of Molecular Sciences 27, no. 17: 7630. https://doi.org/10.3390/ijms27177630
APA StyleMakarenko, M., Semicheva, D., & Fishman, V. (2026). Insertion-Site Proximity to AAV Inverted Terminal Repeats Increases Plasmid Recombination. International Journal of Molecular Sciences, 27(17), 7630. https://doi.org/10.3390/ijms27177630

