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Nonviral transposon‑engineered stem cells characterization: dose‑dependency between vector copy number and transgene expression.

Genetically engineered stem cells hold substantial promises for advancing regenerative medicine, yet ensuring their genomic safety remains a critical challenge. A key safety concern is vector copy number (VCN), which defines the number of integrated transgene copies per genome. Although ddPCR is used to assess VCN in virally transduced cells, its application in transposon‑engineered systems is limited. In this study, we extended VCN determination to non‑viral, transposon‑engineered stem cells. In alignment with FDA recommendations, the primary objective was to establish a robust and quantitative framework for interim VCN determination at the time of lot release. Specifically, we demonstrate that reliable interim VCN estimates increase in a dose‑dependent manner with increasing plasmid input. In addition, strong linear correlations between VCN and both EGFP median fluorescence intensity (MFI) and gene‑of‑interest (GOI) protein expression validate the accuracy of this framework. Furthermore, comparison of two distinct GOIs revealed gene‑specific differences in expression efficiency. Together, these findings validate a standardized VCN determination workflow that quantitatively links plasmid dose, genomic integration, and functional transgene expression. This workflow provides a systematic characterization of engineered cells, offering comprehensive information to support downstream risk‑based analyses to ensure the genomic safety and stability of the final cell product.

Transgenes

The E. coli gene encoding heat stable toxin is a bacterial transposon flanked by inverted repeats of IS1.

Restriction endonuclease subclones of the Escherichia coli gene encoding the heat stable (ST) toxin exhibit a stem and loop structure similar to those seen in many procaryotic transposons. An EcoRI DNA fragment encoding tetracycline (Tc) resistance but no transposition functions was spliced into the ST gene in one of these subclones. By monitoring Tcr, we were able to show that the ST gene transposes. Restriction and DNA sequence data strongly suggest that the ST transposon, Tn 1681, is flanked by inverted repeats of IS1.

Bacterial Toxins

A genetic approach to analysis of transposons.

Integration of the tetracycline resistance transposon Tn10 into lacI of a lacI-lacZ gene fusion permits the isolation of deletions that excise DNA from one end of Tn10 and fuse Tn10 genes with lacZ in such a manner that chimeric proteins with beta-galactosidase activity are produced. The synthesis of the chimeric proteins is under the same control as the transposon genes. Thus, regulation of expression of Tn10 genes can be investigated by measuring beta-galactosidase activity. Analysis of Tn10-lacZ fusions revealed different deletion endpoints within Tn10; lacZ has been fused to at least three different Tn10 genes or operons. Two of these genes are under the control of a tetracycline repressor.

Chromosome Deletion

Deletions generated by the transposon Tn10 in the srl recA region of the Escherichia coli K-12 chromosome.

A negative regulatory gene for the srl operon (srlR) was recognized by the characteristics of an insertion mutation generated by the transposon Tn10 determining tetracycline resistance. This finding is discussed in light of previous hypotheses on the regulation of the srl genes, which mediate metabolism of glucitol (i.e., sorbitol). Mapping showed that the order of genes in this region is: srlR srlD srlC recA alaS. Using two different methods, five mutations of both srl and recA were detected. The phenotype conferred by these mutations, UV sensitivity and extreme recombination deficiency, is characteristic of standard recA point mutants. Three of the mutations were deletions that also removed the genes for tetracycline resistance of the nearby transposon. A fourth mutation ended at a distance from Tn10 sufficient to allow separation of the two by recombination following P1 transduction; our tests did not allow us to conclude whether this mutation was an inversion or a deletion. The fifth mutation was a deletion that seemed to end immediately adjacent to the boundary of Tn10, proximal to recA. Mechanisms for the generation of these srl recA mutations are discussed.

Chromosome Deletion

Rapid mapping of transposon insertion and deletion mutations in the large Ti-plasmids of Agrobacterium tumefaciens.

A procedure is presented, that has allowed the rapid assignment of transposon Tn1 and Tn7 insertion sites in the large (130 Md) nopaline Ti-plasmid pTiC58, to specific restriction enzyme fragments. Total bacterial DNA is isolated from Agrobacterium tumefaciens strain C58 mutants that carry a transposon in their Ti-plasmid, and digested with an appropriate restriction endonuclease. The fragments are separated on an agarose gel, denatured and transferred to nitrocellulose filters. These are hybridized against purified wild type pTiC58, or against segments of PTiC58, cloned in E. coli using pBR322 as a vector plasmid. DNA sequences homologous to the probe are detected by autoradiography, thus generating a restriction enzyme pattern of the plasmid from a digest of total bacterial DNA. Mutant fragments can be readily identified by their different position compared to a wild type reference. This protocol eliminates the need to separate the large plasmid from chromosomal DNA for every mutant. In principle, it can be applied to the restriction enzyme analysis of insertion or deletion mutants in any plasmid that has no extensive homology with the chromosome.

Chromosome Deletion

Comprehensive profiling of activity and specificity of RNA-guided transposons reveals opportunities to engineer improved variants.

Recently discovered CRISPR-associated transposons (CASTs) are natural RNA-guided DNA transposition systems capable of single-step genomic integration of large DNA cargo. Wild-type CASTs exhibit low integration activity in heterologous systems; therefore, engineering efforts are required to develop therapeutically relevant tools. Here we developed a high-throughput dual genetic screen capable of accurately quantifying the relative activity and specificity of a large pool of CAST variants. Under the conditions of our screen, we discovered that the wild-type V-K CAST system can consistently achieve between 88% and 95% on-site targeting specificity. We used site-saturation mutagenesis of the conserved core transposition machinery (TnsB, TnsC, and TniQ) to reveal novel mechanistic insights into the function of these transposon proteins. Furthermore, we found that different components have varying trade-offs between activity and specificity, a critical aspect overlooked in conventional screening pipelines. These findings provide clear engineering principles for further optimization of CASTs. Finally, we identified several mutations that, together, enhance CAST activity up to four-fold while minimally impacting targeting specificity. These methods are a powerful tool to characterize the sequence-function landscape across multiple functional parameters while also providing a robust platform for developing enhanced genome-editing tools.

DNA Transposable Elements

Two naturally occurring transposons indistinguishable from Tn7.

Two plasmids from different sources, determining trimethoprim and streptomycin resistances, harbour transposons which we designate Tn71 and Tn72. These transposons are indistinguishable from Tn7 in the resistances determined, in their molecular masses and in the number and relative positions of their sites susceptible to the restriction enzymes EcoRI, HindIII and BamHI. We conclude that Tn7 has been naturally spread among plasmids.

Base Sequence

Vibrio cholerae hybrid sex factor that contains ampicillin transposon Tn1.

The ampicillin resistance transposon Tn1 was translocated from the R plasmid RP4 to the Vibrio cholerae conjugative plasmid, P. The hybrid sex factor P::Tn1 was highly transmissible and expressed the biological activities of the P factor. In addition, P::Tn1 facilitated transfer of RP4 to V. cholerae recipients. Physical studies of P::Tn1 indicated that the Tn1 transposon was added to the otherwise unaltered P plasmid.

Ampicillin

Identification of genetic determinants that promote biofilm growth under heterotrophic conditions in Cupriavidus necator using transposon enrichment.

Cupriavidus necator is a metabolically versatile β-proteobacterium of growing interest for auto- and heterotrophic bioprocesses, yet the genetic determinants governing its biofilm formation remain largely uncharacterized, particularly under process-relevant heterotrophic conditions. Here, we applied a forward-genetics transposon-enrichment approach to identify loci which promote surface-associated growth. A high-density mini-Tn5 mutant library (26,185 insertion clones, exceeding the >17,000 required for genome-wide coverage) was cultivated as a biofilm in a microfluidic flow-cell system on fructose for 168 h, and the surface-associated community was characterized by deep sequencing. Twelve genes showed significantly elevated insertion frequencies, several with documented links to biofilm formation in other bacteria, including the ferrous-iron uptake system (feoA/feoB), galU, and a GSDEF/EAL dual-domain protein. The gene B2043 (E6A55_RS29530), encoding this c-di-GMP-metabolizing protein, was selected for validation by markerless deletion. Under static conditions, the ΔB2043 mutant showed a 1.69 ± 0.06-fold increase in biofilm-associated biomass (p = 5.16 × 10-15). Under flow-through conditions, the mutant attached faster, entered exponential growth ∼10 h earlier, reached its biovolume plateau ∼16 h earlier than the wild-type, and formed distinct tower-like structures. These results identify B2043 as a negative regulator of biofilm formation acting predominantly during attachment, provide the first experimental evidence for c-di-GMP-dependent biofilm regulation in C. necator H16, and establish a functional-genomics framework - together with eleven further candidate loci - for engineering productive biofilms in this organism.

Biofilm formation

Biochemical reconstitution of a type I-B CRISPR-associated transposon.

CRISPR-associated transposons (CASTs) are potential gene editing tools because of their RNA-guided DNA insertion activity. It is essential to understand the mechanisms underlying the transposition for the application of CASTs. Here, we provide protocols for the biochemical reconstitution of a type I-B CAST for RNA-guided transposition. The procedures may be applicable to other types of CASTs and facilitate the mechanism studies of various CASTs.

DNA Transposable Elements

Tn951: a new transposon carrying a lactose operon.

A new transposon, Tn951, is described, which derives from plasmid pGC1, originally isolated from Yersinia enterocolitica. Tn951 is 16.6 kb long and presumably flanked by small inverted repeats. It carries the lac genes i, z and y. This lac system is homologous to the E. coli lac operon. However, homology is restricted to 5.6 kb. The DNA sequences surrounding the lac operons on Tn951 and E. coli are nonhomologous. This leads to speculations about the origin of the E. coli lac operon itself.

Base Sequence

Some properties of the chloramphenicol resistance transposon Tn9.

We have isolated variants of the plasmid RTF which have received the transposon Tn9 from bacteriophage P1Cm. We have shown by the formation of heteroduplex molecules between one RTF:Tn9 derivative and R100.1 that Tn9 is homologous to the r-determinant region of R100.1 which carries the determinants for chloramphenicol resistance. This suggests that Tn9 was derived from an r-det like structure by deletion, possibly mediated by one of the flanking IS1 elements. In spite of the similarity in structure between Tn9 and r-det however, we have demonstrated two distinct differences in the behavior of these two elements: 1) Tn9 but not r-det, is able to amplify, by a recA dependent mechanism, when cells harboring RTF::Tn9 are grown in the presence of chloramphenicol, and 2) Tn9, unlike r-det, does not form extrachromosomal circular molecules when RTF::Tn9 is tegrated into the bacterial chromosome.

Chloramphenicol

Genetic map of the bacteriocinogenic plasmid CLO DF13 derived by insertion of the transposon Tn901.

An ampicillin transposon Tn901 was used as a "mutagen" to isolate insertion mutants of the bacteriocinogenic plasmid Clo DF13. By combining the obtained heteroduplex and restriction maps of the Clo DF13::Tn901 plasmids (van Emboden et al., 1977b) with their polypeptide pattern in minicells, we were able to map five genes on the Clo DF13 genome. These five genes designated A (cloacin gene), B, C, D, and G cover 55% of the coding capacity of Clo DF13 DNA. Since integration of Tn901 within these five genes did not result in a loss of the Clo DF13::Tn901 plasmids involved, it is suggested that these genes do not play an essential role in the maintenance of these plasmid insertion mutants. In addition, the described methods allowed us to indicate the initiation site of cloacin synthesis and to propose the counter-clockwise direction of transcription of the cloacin gene. The Tn901 DNA directed the synthesis of at least three polypeptides one of which is shown to be a TEM-1 beta-lactamase.

Ampicillin

The transposon Tn9 generates a 9 bp repeated sequence during integration.

We performed a genetic and sequencing analysis of insertions of the transposon Tn9 into the lac operon of E. coli. Genetic mapping of 70 insertions into lacl and Z shows that starting from the same point on the chromosome, Tn9 goes to at least 50 different points in these two genes. Although there are preferred regions for insertion, these consist of multiple integration points within a small area, as demonstrated by pairwise crosses and restriction mapping. Sequence analysis of three Tn9 insertions reveals that Tn9 integration is associated with a direct repeat of 9 base pairs (bp) of host sequence. We show that these extra 9 nucleotide pairs are generated upon insertion and not brought in with the element.

Base Sequence

Properties of a transposon conferring resistance to penicillins and streptomycin.

R938 carries a transposon (TAbeta) of approximate molecular weight 9.5 Megadaltons (Mdal, 10(6) daltons). This contains genes for a beta lactamase of type TEM-1 and for streptomycin phosphatransferase (SPT). There is a ten-fold difference in the efficiency of transposition in different strains of E. coli K12.

Chromosomes, Bacterial

Heteroduplex electron microscopy of phage Mu mutants containing IS1 insertions and chloramphenicol resistance transposons.

We have examined by electron microscopy the DNA heteroduplexes of six bacteriophage Mu mutants, Mu X cam, generated by the insertion of the Tn9 transposon for chloramphenicol resistance. Tn9 was found to be 2.8 +/- 0.2 kilobases (kb) in length and to consist of a cam determinant flanked by two IS1 sequences arranged in a direct order. In two of the six Mu X cam mutants, the Tn9 insertion was at a fixed location, 3.9 kb from the left, or c, end. In the other four mutants, the position of the insertion varied, even though the lysogenic cultures induced were grown from single colonies. The insertion was located at either 3.3 kb, 3.9 kb, or, less frequently, at 4.4 kb from the left end of the DNA. Furthermore, at low frequencies, the insertions were found to be in an orientation opposite to what predominated in the preparation. Thus, Tn9 in the Mu X cam mutants examined could appear to undergo rapid rearrangements during Mu growth or over a few generations of cell growth. One of the Tn9 insertion sites was apparently the same as that for a 0.8 kb insertion found in a Mu X mutant. This latter insertion was identified as an IS1 sequence. The DNA molecules from all the Mu X cam mutant phage particles were found to be missing the bacterial DNA at the S (right) end, along with a variable amount of the adjoining Mu DNA in the beta region. This observation supports the headful packaging model for Mu DNA.

Chloramphenicol

Decoding TnsC Filament Assembly in CRISPR-Associated Transposons Using Interpretable Deep Learning and Molecular Simulations.

CRISPR-associated transposons (CASTs) enable programmable DNA integration, yet how the TnsC regulator forms processive filaments on DNA to coordinate RNA-guided transposition in type V-K CAST systems remains unknown. Here, we integrate large-scale molecular simulations, interpretable deep learning using graph attention networks (GATs), and causal inference analyses to define the molecular determinants of TnsC filament nucleation and elongation. We show that TnsC nucleates by inducing localized DNA deformation that propagates along extended filaments, with Granger causality revealing that TnsC motions precede and predict DNA deformation. Interpretable GAT models demonstrate that elongation is determined during early recognition between incoming and DNA-bound subunits, followed by structural reorganization that regenerates the recruitment interface and enables processive assembly. These results elucidate the molecular mechanism of processive TnsC filament assembly and explain why isolated TnsC filaments preferentially elongate in the 5' → 3' direction, while accessory transposition factors can reshape the interaction landscape and alter filament growth polarity. Together, these findings advance our understanding of CAST function and inform the engineering of programmable DNA integration platforms. Beyond CAST systems, this work introduces an interpretable GAT approach as a general and transferable deep learning strategy for uncovering molecular mechanisms in biological systems, while demonstrating the power of causal inference for dissecting directional relationships in molecular dynamics.

Deep Learning