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Review

Plant DNA Repair and Agrobacterium T−DNA Integration

by
Stanton B. Gelvin
Department of Biological Sciences, Purdue University, West Lafayette, IN 47907-1392, USA
Int. J. Mol. Sci. 2021, 22(16), 8458; https://doi.org/10.3390/ijms22168458
Submission received: 15 July 2021 / Revised: 2 August 2021 / Accepted: 3 August 2021 / Published: 6 August 2021
(This article belongs to the Special Issue DNA Damage and Repair in Plants 2.0)

Abstract

:
Agrobacterium species transfer DNA (T−DNA) to plant cells where it may integrate into plant chromosomes. The process of integration is thought to involve invasion and ligation of T-DNA, or its copying, into nicks or breaks in the host genome. Integrated T−DNA often contains, at its junctions with plant DNA, deletions of T−DNA or plant DNA, filler DNA, and/or microhomology between T-DNA and plant DNA pre-integration sites. T−DNA integration is also often associated with major plant genome rearrangements, including inversions and translocations. These characteristics are similar to those often found after repair of DNA breaks, and thus DNA repair mechanisms have frequently been invoked to explain the mechanism of T−DNA integration. However, the involvement of specific plant DNA repair proteins and Agrobacterium proteins in integration remains controversial, with numerous contradictory results reported in the literature. In this review I discuss this literature and comment on many of these studies. I conclude that either multiple known DNA repair pathways can be used for integration, or that some yet unknown pathway must exist to facilitate T−DNA integration into the plant genome.

1. Introduction

The process of Agrobacterium T-DNA integration into the genomes of infected plants has important implications both for understanding plant DNA break repair processes and for the use of Agrobacterium as a tool for manipulating the plant genome. Although scientists have studied T-DNA integration for decades, we still have a very incomplete picture of how integration occurs, and numerous contradictory conclusions abound in the literature. In this short article, I summarize and analyze some of these conclusions, and relate what we know about plant DNA repair processes to possible mechanisms of T-DNA integration. For past discussions regarding the mechanism of T-DNA integration, I refer the reader to [1,2,3,4,5,6,7,8,9,10].

2. Are Agrobacterium Proteins Involved in T-DNA Integration into the Plant Genome?

The pathway of T-DNA transfer from Agrobacterium to plant cells, and its ultimate integration into the plant genome, starts with nicking the T-DNA region of a Ti (tumor inducing) or Ri (rhizogenic) plasmid by the T-DNA border-specific endonuclease VirD2 [11,12,13,14,15]. Nicking occurs between nucleotides 3 and 4 of the 25 bp border sequences that flank the T-DNA region [16,17]. During T-DNA border nicking, VirD2 covalently links to the 5′ end of T-DNA, resulting in a single-strand form of T-DNA, the T-strand, that on its 3′ end contains nucleotides 4–25 of the left border (LB), and on its 5′ end contains nucleotides 1–3 of the right border (RB) [18,19,20,21,22]. VirD2 subsequently leads the T-strand through a dedicated type IV protein secretion system (T4SS) and into the plant cell [23,24]. Within the plant, T-strands may suffer deletions at the 3′ and/or 5′ ends before or during integration. Deletions are especially prevalent, and generally more extensive, at the 3′ end than at the 5′ end, which is protected by its linkage to VirD2 protein (e.g., [21]).
Does VirD2 directly participate in the T-DNA integration process? VirD2 can both cleave and re-ligate (i.e., reverse the reaction) T-DNA border sequences in vitro [25]. However, VirD2 does not harbor an activity that can ligate VirD2/T-strands to generalized target sequences; this could only be done by a ligase activity found in plant extracts [26].
VirD2 contains a highly conserved region (amino acids DGRGG) near the C-terminus, termed the ω domain [27]. Substitution of DDGR (the first D is not part of ω) by four serine residues resulted in a mutant VirD2 protein that conferred somewhat lower transient transformation activity (~20–30% of wild-type levels) upon its Agrobacterium host compared with wild-type VirD2. However, stable transformation was reduced by >95% [27,28,29]. Although stable transformation of plants using this VirD2 ω mutant was decreased, the precision of the integration of sequences near the RB was similar to that observed when using wild-type VirD2 [29]. Mutation of other sequences in VirD2 protein, however, could alter the precision of T-DNA integrated near the RB [30]. Taken together, the results of these two studies suggest that VirD2 may be involved in T-DNA integration.
Although the VirD2 ω mutant Agrobacterium strain identified by Shurvinton et al. [27] showed moderately lower transient transformation activity but greatly reduced stable transformation, two other ω domain mutants (a precise deletion of the DGRGG ω amino acids, or their replacement with five glycine residues) resulted in both greatly decreased transient and stable transformation frequency [31]. The different relative transformation activities conferred by the various VirD2 ω mutants may result from altered protein structure conferred by the serine residue substitutions.

3. Where in the Plant Genome Does T-DNA Integrate?

Early studies indicated that T-DNA integration is random at the chromosome level [32,33,34]. Generation of numerous Arabidopsis and rice T-DNA insertion libraries, each consisting of tens of thousands of individually tagged plant genomes, allowed the first large scale probing of T-DNA insertion locations at the DNA sequence level. Results of these studies initially indicated that T-DNA preferentially integrated into transcriptionally active genes, promoter regions, or sequences of high A+T content [35,36,37,38,39,40]. These studies, however, all suffered from the problem of selection bias; the individual transgenic plants each harboring a different T-DNA integration event had been selected for antibiotic/herbicide resistance. If T-DNA had integrated into a transcriptionally inert region of the plant genome, the selection marker gene would not have been expressed and the resulting transgenic plant would have been lost. Indeed, fewer T-DNA insertions into heterochromatic regions of DNA, centromeres, telomeres, and rRNA genes were recovered relative to the proportion of the genomes represented by these sequences, resulting in the appearance of T-DNA integration into only transcriptionally active regions of the genome [37].
In contrast to the studies cited above, two groups examined T-DNA integration sites in the Arabidopsis genome in which cells were not selected for expression of any transgene, including those for antibiotic/herbicide resistance [41,42]. These experiments indicated that T-DNA did not preferentially integrate into any particular sequence context or region of gene expression. For example, approximately 10% of the Arabidopsis genome is composed of highly repeated DNA sequences, and ~10% of the insertions occurred in these sequences. T-DNA insertions into rDNA, centromeres, and telomeres also approximated their relative proportion of the genome. T-DNA pre-integration sites were average in their extent of transcription and methylation, as compared with the entire genome [41]. Thus, T-DNA integration did not preferentially occur into any particular chromosome sequence or feature. These results were reproduced using a high-throughput sequencing strategy to identify, without selection, T-DNA integrated into the Arabidopsis genome within six hours after infection [42]. This group also failed to identify preferential T-DNA integration into particular sequences, and the extent of DNA methylation of pre-integration sites was not biased. They did identify a slight local A+T motif enrichment at the pre-integration site, and microhomology was often observed between the T-DNA border sequences and the pre-integration site. Microhomology between T-DNA border regions and pre-integration sites is a common feature of T-DNA integration (e.g., [43,44,45]). The one distinct feature of pre-integration sites was a high nucleosome occupancy and a high level of histone H2K27 trimethylation. However, data for these last two items were based on database entries and not on direct analysis of chromatin from the tissues the authors used in their studies.
Taken together, these two studies do not point to any distinctive plant DNA or chromatin features as T-DNA target integration sites. However, chromatin conformation may influence T-DNA integration. The rat5 Arabidopsis mutant is highly susceptible to transient transformation but highly resistant to stable transformation by Agrobacterium [46]. This mutant contains a T-DNA insertion in the 3′ untranslated region of the histone H2A-1 gene HTA1 [47]. Overexpression of HTA1 in otherwise wild-type Arabidopsis plants increased stable transformation, as it also did in rice [48]. The expression of HTA1 correlates with Arabidopsis cell and tissue susceptibility to Agrobacterium-mediated transformation [49], and all tested histone H2A proteins were functionally redundant with respect to increasing transformation when expressed in Arabidopsis [50]. In addition to histone H2A, overexpression of histone H4 and one histone H3 protein (HTR11) also conferred hyper-susceptibility to Agrobacterium-mediated transformation. However, overexpression of other histone H3 proteins and all tested histone H2B genes had no effect on transformation [51]. It is not clear whether manipulation of histone levels in plant cells directly alters the extent of T-DNA integration, or whether these altered histone levels influence plant gene expression, thereby resulting in T-DNA integration [52]. Nevertheless, the direct interaction of VirD2 with histones in yeast suggests that histones may help direct VirD2/T-strand complexes to the host genome [53].
Do Agrobacterium or host proteins guide T-strands to host chromatin prior to integration? VirE2 protein, a virulence effector protein secreted by Agrobacterium into plant cells, is a single-strand DNA-binding protein that has been proposed to interact with VirD2/T- strands in the plant cell, forming a “T-complex” [54]. (It should be noted that such complexes have never been identified in Agrobacterium-infected plants). VirE2 can interact with the plant bZIP transcription factor VIP1 [55]. VIP1 can interact with histones and nucleosomes, suggesting that VIP1 may be a molecular link between T-complexes entering the nucleus and T-DNA integration sites in the plant chromosomes [56,57,58]. However, two recent publications demonstrated that neither VIP1 nor its orthologs are required for Agrobacterium-mediated transformation, throwing into doubt a role for VIP1 in T-DNA integration [59,60].
In addition to the involvement of histones in Agrobacterium-mediated transformation and, perhaps, T-DNA integration, histone-associated and -modifying proteins also affect transformation. Crane and Gelvin [61] tested RNAi lines individually directed against 109 Arabidopsis chromatin-related genes for transient and stable transformation. Silencing of 24 of these genes decreased transformation. In particular, silencing of SGA1 (encoding a histone H3 chaperone) and HDT1 and HDT2 (encoding histone deacetylases) greatly decreased both stable transformation and T-DNA integration. Silencing of genes involved in chromatin remodeling, DNA methylation, histone acetylation, and nucleosome assembly also had an effect on stable transformation, although this may result from secondary effects these genes have on the expression of other genes involved in stable transformation. Deletion of genes encoding components of yeast histone acetyltransferase complexes increased yeast transformation, whereas deletion of genes encoding proteins of histone deacetylase complexes decreased yeast transformation [62]. For some of these mutants, integration of T-DNA into the yeast genome was disrupted.
Taken together, these results indicate that proteins associated with chromatin structure and modification are important for T-DNA integration into plant or yeast genomes, and that in some instances, the effect on integration may be direct rather than indirectly influencing the expression of other genes important for T-DNA integration.
As described above, the position of T-DNA integration, and the chromatin structure of that region, may influence the expression of T-DNA-encoded transgenes. As a practical consideration, this variability in transgene expression (the so-called “position effect”) will influence studies on gene and promoter function. Scientists therefore need to examine a large number of independent transgenic events to draw conclusions about, e.g., relative promoter strengths.

4. Give Me a Break (?)

Integration of naked DNA can be increased by low-dose X-irradiation of transfected plant protoplasts, suggesting that generation of DNA breaks enhances foreign DNA integration [63]. Such integration events frequently result in deletions and rearrangements at the integration site. Furthermore, filler DNA from either within the introduced DNA or from elsewhere in the plant genome often appears at plasmid–plasmid junction sites, as does the presence of microhomology between molecules at the junction site [64]. Such genomic rearrangements are reminiscent of those caused by radiation-induced damage in Arabidopsis [65], suggesting that naked DNA integration into the plant genome occurs at DNA double−strand break sites. Similar rearrangements are frequently detected at junctions between integrated T-DNA and plant DNA, and between T-DNA borders of T-circles (see below). Thus, integration of various forms of exogenous DNA likely occurs by similar mechanisms, regardless of whether the introduced DNA is in a “naked” double-strand form or in the form of single-strand T-complexes after transfer from Agrobacterium. DNA break repair models have been invoked to understand how each of these forms of DNA integrates into the plant genome [66].
DNA repair and recombination processes require breaks in the phosphodiester DNA backbone, either in the form of single-strand nicks or double-strand breaks. Numerous models for T-DNA integration have been proposed; all these models incorporate, as part of their mechanism, nicks or breaks in the host target DNA at the site of T-DNA integration (see, e.g., [1,3,4,5,6,7,8,10]).
T-DNA preferentially integrates into double-strand DNA breaks [67]. This observation was followed by two other reports also showing preferential T-DNA integration into double-strand break sites [68,69]. In each of these studies, a rare cutting meganuclease (either I-SceI or I-CeuI) was used to cut tobacco DNA during transformation. T-DNA was preferentially “trapped” in these cut sites at frequencies up to several percent of the examined integration events. More recently, scientists used CRISPR technology to generate double-strand breaks in DNA, either to generate site-directed mutations or to attempt homology-dependent repair using recombination with correction templates. In several instances, T-DNA was trapped at these break sites following Cas nuclease cutting (e.g., [70,71]). It is thus clear that double-strand DNA breaks can act as a “T-DNA magnet”. However, does Agrobacterium take advantage of naturally occurring host DNA breaks (or nicks), or can Agrobacterium infection perhaps induce host DNA disruptions?
That Agrobacterium can incite DNA breaks would not be unusual, because inoculation by other plant pathogens (bacteria, oomycetes, and fungi) can cause double-strand DNA breaks in host plant genomes [72]. DNA disruptions occur in Arabidopsis cells near the site of Agrobacterium infection, as detected by COMET assays. However, because alkaline pH conditions were used in this study, it is not clear whether these disruptions resulted from single-strand nicks or double-strand breaks in the plant DNA [73]. Recent results indicate that Arabidopsis cells, exposed to Agrobacterium but not stably transformed, contain a higher number of in/dels than would be expected from the natural frequency of such mutations [74]. These results suggest that incubation of cells with Agrobacterium is inherently mutagenic, causing double-strand DNA breaks that are mis-repaired.
There are many hints in the literature that Agrobacterium infection can cause mutations independent of T-DNA integration; these mutations may result from induced double-strand DNA breaks that are subsequently mis-repaired. They may also be generated by “abortive integration” of T-DNA, followed by mis-repair of the abortive integration site. For example, N. plumbaginifolia plants, containing one mutant nitrate reductase (NR) gene, could be converted to fully NR null mutants (chlorate resistant) following Agrobacterium−mediated transformation. However, none of these null mutants contained T-DNA in the NR gene [75]. Mutation of the wild-type NR allele must have occurred by some other mechanism.
Another indication that Agrobacterium infection may be inherently mutagenic derives from the observation that only ~35% of the T-DNAs in Arabidopsis T-DNA insertion libraries co-segregate with a screened mutant phenotype [76,77]. Mutations in the selected lines may be derived from disruptions other than T-DNA insertion into the gene of interest.
Many Arabidopsis T-DNA insertion lines contain complex host genome rearrangements that are frequently associated with mis-repair of double-strand DNA breaks. These include inversions, translocations, and other complex rearrangements [78,79,80,81,82,83,84,85]. Similar rearrangements have been detected in transgenic rice [86]. Clark and Krysan [87] noted that approximately 19% of the examined lines from the SALK T-DNA mutant collection contained translocations. The rearrangements of plant genomes following T-DNA integration are reminiscent of the process of chromothripsis resulting from CRISPR−Cas9 mammalian genome editing [88].

5. What Is the Mechanism of T-DNA Integration?

Perhaps the most important problem remaining in understanding Agrobacterium-mediated transformation is the mechanism of T-DNA integration. As cited above, numerous models of integration have been proposed. What is clear is that homologous recombination is not the mechanism: Despite many kilobases of homology between plant DNA and engineered T-DNA, integration into homologous sequences in the plant genome occurs extremely rarely. This differs from the situation in yeast, where homologous recombination is predominant when homology between T-DNA and the yeast genome is present (see, e.g., [89,90,91]. Thus, what remains for the T-DNA integration mechanism in plants is some form of non-homologous end-joining (NHEJ) in which T-DNA integration occurs in the absence of large regions of homology, although targeting by microhomology may be used in some circumstances.
Two major NHEJ pathways have been described (e.g., [92,93,94,95]). The “classical” (Ku−dependent) pathway utilizes, among other proteins, the Ku70/Ku80 heterodimer to protect the broken DNA ends, and the complex of XRCC4/XLS/DNA ligase IV to repair the break. It is not unusual that, following repair, small deletions, insertions, or nucleotide substitutions occur at or near the break site. Microhomology between the ligated ends is rarely detected. An “alternative” pathway uses microhomology between a region at or near the break site and another sequence (near or distant from the break site) for repair. Participants in this pathway include members of the MRN complex that process broken chromosome ends, the WRN helicase, and a complex of XRCC1 and DNA ligase III (not found in plants) to repair the breaks. DNA polymerase θ is a participant in this pathway and is proposed to play a key role in T-DNA integration. Microhomology-mediated end-joining (MMEJ) is frequently referred to as theta-mediated end-joining because of DNA polymerase θ’s role in this process. DNA polymerase θ has several unusual properties: the protein is made up of both a helicase and a DNA polymerase domain, and the enzyme has a propensity to “template switch”. This latter property allows it to copy DNA from another region of the genome into break sites, generating “filler” DNA sequences in the break. MMEJ is highly mutagenic, frequently generating deletions as sequences flanking DNA break sites search for homologous sequences with which to join. MMEJ also generates chromosomal rearrangements such as inversions and translocations, features commonly associated with T-DNA integration.
Which of these NHEJ pathways, if any, are involved in T-DNA integration? Numerous studies have been published testing stable transformation efficiencies and T-DNA integration characteristics of various Arabidopsis and rice NHEJ mutants [6,96,97,98,99,100,101,102,103,104,105,106]. However, with the exception of three publications [102,104,106], all other studies used the frequency of stable transformation as a proxy for T-DNA integration. While detection of stable transformants requires T-DNA integration, it also requires expression of selection marker genes to recover transformed tissue. T-DNA integration may thus occur in the absence of stable transformation if selection marker genes have been silenced. As noted above, such selection bias can confound experimental interpretations [41,42,107]. An additional complication is that most Arabidopsis stable transformation experiments were conducted using a flower-dip protocol. It is well-documented that the importance of Arabidopsis genes essential for somatic cell transformation differs from that of germ-line transformation [106,108,109]. Finally, stable transformation efficiencies must be calculated with respect to transient transformation frequencies; a decrease in stable transformation may not indicate that a particular plant mutant has altered stable transformation characteristics if the transient transformation frequency is correspondingly altered. It is particularly important that plant inoculations be conducted with several orders of magnitude different Agrobacterium concentrations to avoid a “saturation response” with high bacterial inoculum conditions, thus obscuring differences among wild-type and mutant plant genotypes.
In light of these numerous variables and limitations, it may not be surprising that different laboratories have come to different conclusions with regard to the importance of various plant NHEJ genes for T-DNA integration (or rather, for most studies, stable transformation). Several reports indicate that mutation of the Arabidopsis or rice classical (c)NHEJ pathway genes Ku70, Ku80, or DNA ligase IV (Lig4) resulted in lower stable transformation frequencies [6,96,99,100,103]. These studies suggest that these cNHEJ genes are important for T-DNA integration. Other publications indicated that such mutations had little or no effect on stable transformation [97,98]. These studies suggest that these cNHEJ genes are not essential for T-DNA integration. Still other publications, using both Arabidopsis and N. benthamiana, showed that mutation or down-regulation of several cNHEJ genes, including Ku70, Ku80, XRCC4, and the gene encoding DNA ligase VI (Lig6), increased both stable transformation and T-DNA integration into non-selected plant cells [102,104]. These studies suggest that expression of these cNHEJ genes inhibits T-DNA integration, perhaps by speeding the repair of double-strand DNA breaks required for T-DNA integration.
Similarly, individual mutation of two genes associated with MMEJ, XRCC1 and PARP2, did not decrease stable transformation of Arabidopsis root tissue ([104]; PARP1 described in this study has more recently been termed PARP2). Mutation of PARP2 actually increased the frequency of T-DNA integration into the genome of non-selected root cells 2- to 10-fold. The discrepancy between increased T-DNA integration frequency and similar stable transformation frequency of wild-type and parp2 mutant roots was explained by increased DNA methylation of T-DNA in the parp2 mutant plants, likely resulting in silencing of the selection genes. This result indicates the importance of investigating T-DNA integration biochemically in non-selected tissue, rather than relying on stable transformation frequency of selected tissue as a proxy for T-DNA integration.

6. The Importance of DNA Polymerase θ for Agrobacterium-mediated Transformation and T-DNA Integration

In 2016 van Kregten et al. [7] published a seminal paper in which they proposed an essential function for DNA polymerase θ in stable transformation of Arabidopsis and T-DNA integration into its genome. These authors examined two DNA polymerase θ (polQ) mutants, tebichi (teb) 2 and teb5. Although they could not detect differences in transient transformation between wild-type and polQ mutant plants, they were not able to obtain any stable transformants of the polQ mutants using either a flower-dip transformation protocol or a root transformation protocol requiring selection of transgenic calli and regeneration of plants from these calli. The authors noted that DNA polymerase θ can “template switch” during DNA replication, and that it can thereby generate “filler” DNA sequences, a common characteristic of T-DNA/plant DNA junctions at the break site, by copying and joining T-strand DNA and microhomologous plant DNA. They also noted that copying T-strand sequences into both ends of a plant DNA double-strand break could result in integration of T-DNA “head-to-head” (RB-to-RB) dimers, also a common characteristic of many T-DNA insertions (Figure 1). T-DNA integration via theta-mediated end-joining thus became the favored model for T-DNA integration into plant genomes.
Nishizawa-Yokoi et al. [106] re-examined the role of DNA polymerase θ in T-DNA integration. Using the same Arabidopsis teb2 and teb5 mutants used by van Kregten et al. [7], as well as three independent rice polQ mutants, this group was able to obtain stable transformants of somatic tissue in all tested polQ mutants. Similar to van Kregten et al. [7], they were not able to transform Arabidopsis by a flower-dip protocol, except when the incoming T-DNA constitutively expressed a wild-type PolQ gene. These authors additionally showed that transient transformation of roots from the Arabidopsis polQ mutants did decrease relative to transformation of wild-type roots. T-DNA/plant DNA junctions isolated from transformed rice and Arabidopsis polQ mutant calli had characteristics similar to those isolated from wild-type tissue. Finally, the authors showed that both Arabidopsis and rice polQ mutants had growth and/or developmental defects; root segments from Arabidopsis polQ mutants did not form callus well and the calli grew slowly. Calli derived from rice polQ mutants did not regenerate plants even under non-transformation and non-selection conditions. The variable penetrance of the tebichi phenotype was recently examined and was shown to increase under stress, including replication stress, conditions [110,111]. Similar to the situation with Arabidopsis flower-dip transformation, rice polQ mutants could be transformed and regenerated into plants if the incoming T-DNA contained a constitutively expressed PolQ gene (Figure 2). Thus, transformation and developmental deficiencies resulting from mutation of PolQ could be complemented by transient expression of a wild-type PolQ gene in both Arabidopsis and rice.
What were the differences between the experiments conducted by these two groups? For Arabidopsis transformation, both groups used the same mutant lines, teb2 and teb5. The major difference was the assays used to determine transient and stable transformation. Van Kregten et al. [7] used a stable transformation assay in which transformed Arabidopsis root segments were regenerated to green plants under phosphinothricin selection conditions (the T-DNA they used contained a bar gene). Nishizawa-Yokoi et al. [106] used an assay in which root segments were regenerated only to the callus stage. Selection consisted of either crown gall tumor formation on phytohormone-free medium (using an oncogenic Agrobacterium strain), or callus induction medium containing phosphinothricin (using an Agrobacterium strain with a bar gene in the T-DNA region). Tumors and calli from the teb mutant roots grew more slowly than did tumors/calli from wild-type plants, reflecting the growth phenotype of polQ Arabidopsis mutants. However, stable transformants were detected at the frequency of 25–55% that of wild-type plants. Growth of calli, instead of regeneration of selected plants, thus allowed recovery of transformed tissue for further analysis. The average amount of T-DNA integrated into the genome of teb mutant calli, that had not been selected for transformation (to avoid selection bias), was 50–90% that of wild-type calli, as determined by droplet digital PCR. Thus, T-DNA integration into the genome of Arabidopsis polQ mutant cells was similar to that of wild-type cells. However, it was more difficult to recover tissue from polQ mutants than from wild-type tissue to permit molecular analysis.
A second difference between the groups was the assays for transient transformation. Van Kregten et al. [7] did not see any difference between the wild-type and teb mutant plants, whereas Nishizawa-Yokoi et al. [106] saw a decrease in transient transformation of the mutants. Transformation assays can be very sensitive to the bacterial inoculum used; high Agrobacterium inoculum concentrations, as used by Van Kregten et al. [7], can mask differences between wild-type and mutant plant responses. Nishizawa-Yokoi et al. [106] used 10-fold serial dilutions of bacteria, starting at a lower bacterial concentration than that used by Van Kregten et al., and were easily able to quantify differences in transient transformation frequencies of wild-type and teb mutant plants.
A third difference between the groups was that Nishizawa-Yokoi et al. [106] additionally showed that mutation of polQ in rice also allowed stable transformation, although at a reduced frequency to that of wild-type rice tissue.

7. T-DNA Integration: An Octopus or a Nopalus?

One could consider at least two explanations for the discrepancies in the literature regarding the importance of individual DNA repair genes and pathways for T-DNA integration: (1) multiple DNA repair pathways could be used for integration. No one pathway is essential, but many could contribute. Thus, like the multiarmed octopus, T-DNA may “grab” any pathway it can find to integrate. This model would predict that disruption of any one pathway, or even simultaneous disruption of multiple pathways, would perhaps decrease but not eliminate T-DNA integration, depending on the importance of that pathway for integration; or (2) none of the known DNA repair pathways play a role in T-DNA integration. Like the mythical nopalus, some as yet unknown pathway mediates integration (Figure 3).
What are the data to suggest that multiple DNA repair pathways may contribute to T-DNA integration? Several groups have reported the effect of simultaneous mutation of multiple DNA repair genes, functioning in different repair pathways, on stable transformation or T-DNA integration. Simultaneous mutation of Arabidopsis ku80 (important for classical NHEJ) and parp2 (important for alternative NHEJ) had little effect on either stable transformation of Arabidopsis root segments or T-DNA integration into the Arabidopsis genome [106]. Mestiri et al. [103] examined transformation of various combinations of Arabidopsis DNA repair mutants, including ku80 (important for the classical NHEJ pathway), xrccI (important for the alternative or MMEJ pathway), xpf (important for NHEJ and homologous recombination (HR)), and xrcc2 (important for HR). Increasing the number of mutant repair/recombination genes (from ku80, to ku80/xrccI, to ku80/xrccI/xpf, to ku80/xrccI/xpf/xrcc2) progressively decreased stable transformation from 2.6- to 5.4-fold, with little decrease in transient transformation. However, stable transformation was not eliminated, indicating that some other pathway(s) must exist for stable transformation to occur.
More recently, our laboratory has re-examined these same mutants (single, double, triple, and quadruple; [103]) for transient and stable transformation, for T-DNA integration under non-selective growth conditions, and for the growth and developmental phenotypes of these mutants [112]. As more mutations in DNA repair pathways were introduced, the plants became progressively more sensitive to light, and mutant plants grown under moderate light intensity displayed growth and developmental phenotypes. Using multiple serial dilutions of Agrobacterium for inoculation, major decreases in transient transformation, as well as stable transformation, were revealed in these mutants. However, T-DNA/plant DNA junctions isolated from single and ku80/xrccI double mutants had characteristics similar to those isolated from transformed wild-type Col-0 plants. Finally, using droplet digital PCR to evaluate Agrobacterium-infected calli grown under non-selective conditions, little difference existed in the amount of T-DNA integrated into the genomes of wild-type calli and calli derived from the various DNA repair mutants. Although these results differ quantitatively from those of Mestiri et al. [103], they confirm that simultaneous mutation of genes in these various DNA repair and recombination pathways do not eliminate either stable transformation or T-DNA integration. Therefore, there must be some other pathway available for integration to occur.

8. Where Do We Go from Here?

Studies on the importance of DNA repair genes and pathways in T-DNA integration have, for the most part, depended on a genetic approach to examine stable Agrobacterium-mediated transformation. The potential problems of using stable transformation as a proxy for T-DNA integration have been discussed above. However, a genetic approach may also have limitations: Genes important for T-DNA integration may be essential for cell viability, and homozygous mutation of these genes may be lethal to the organism. An example of a gene that may fit this category is that encoding DNA ligase I (Lig1). Because of its role in DNA replication, homozygous mutants in lig1 are lethal [113]. Therefore, one may not expect to recover a homozygous lig1 mutant when screening for T-DNA integration-deficient plants. It may be possible to screen partial loss-of-function lig1 mutants for disruption of T-DNA integration. However, considering the important role Lig1 protein plays in fundamental cellular processes, interpretation of these integration data may be difficult.
A complementary approach to understanding proteins and pathways essential for T-DNA integration may be the use of biochemistry to dissect the integration process. Ultimately, development of an in vitro T-DNA integration assay, with fully characterized components, may be required to dissect the integration process. The beginning of such as assay was described previously [26]. However, this assay used a mostly uncharacterized plant cell lysate.
A major difficulty in studying T-DNA integration is that it is random, and therefore difficult to analyze biochemically in a large plant genome. Because double-strand DNA breaks tend to “trap” T-DNA, one approach to investigating the integration process may be to use CRISPR technology to generate a double-strand DNA break at a precise genomic location just prior to/concomitant with transformation. This will allow scientists to concentrate their biochemical methodologies on a specific locus. For example, one could analyze Agrobacterium and/or plant proteins, including those affiliated with T-strands, that are attracted to these breaks.
Another approach would be to use specific and more readily accessible molecular forms of T-DNA to investigate the roles of proteins (both known or surmised) in alternative “integration-like” mechanisms that accurately reflect T-DNA integration. To this end, the characterization of T-circles isolated from Agrobacterium-infected plants may prove fruitful. T-circles are double-strand circular molecules that contain T-DNA that is joined at or near T-DNA RB and LB sequences [114,115]. They are formed in the plant and have many characteristics of T-DNA/plant DNA junctions, although they are not integrated into the plant genome. For example, T-circles can consist of T-DNA dimers in direct (RB-to-LB) or inverted (RB-to-RB or LB-to-LB) orientation, similar to what is frequently seen with integrated T-DNAs. RB sequences can be precise (i.e., cut between nucleotides 3 and 4 of the 25 bp RB) or have small deletions. Deletions at the LB are more common and more extensive. Filler DNA can appear between the RB and LB sequences [115].
More recent experiments analyzing hundreds of T-circles confirmed and extended information about T-circle RB and LB junctions [116]. These additional features include identification of filler DNA between the RB and LB as coming from the plant genome or from other replicons in Agrobacterium, including the pAtC58 “cryptic” plasmid, the vir helper plasmid, or regions from the binary vector backbone. Filler DNA from these genomic sources was detected previously (Supplementary Table S1 of [106]). Some of these vector backbone sequences are in “inverted orientation” relative to the orientation of the border sequences, a feature found in integrated T-DNAs [44]. Microhomology frequently exists between this filler DNA and the adjacent T-DNA sequences. In addition, T-circles can be recovered from Arabidopsis ku80 mutant plants at the same frequency that they are recovered from wild-type plants, and the RB–LB T-circle junctions are similar regardless of whether they are isolated from wild-type or ku80 mutant plants. These characteristics are the same as those seen in integrated T-DNA/plant DNA junctions [104,112]. Thus, in all aspects examined to date, T-circle border junctions resemble those of integrated T-DNA. Because of these similarities, T-circles may serve as a more readily accessible proxy for studying the mechanism of, and the proteins important for, T-DNA integration.

9. Important Remaining Questions to Answer Regarding T-DNA Integration

Many important questions remain for investigating T-DNA integration and the role that plant DNA break repair processes may play. Among these are:
  • Are plant single-strand nicks, double-strand breaks, neither, or both required for T-DNA integration?
  • Are there particular aspects of plant chromatin that are more conducive for integration to occur?
  • What are the roles, if any, of Agrobacterium virulence effector proteins (such as VirD2, VirE2, and possibly others) in T-DNA integration?
  • What plant proteins are important for integration? Related to this question, what (if any) plant DNA repair pathway(s) is/are used for integration?
  • Transient transformation of most plant species and tissues is considerably more efficient than is stable transformation. Why is this? If many T-strands enter the nucleus and can initially be converted to double-strand transcription-competent forms (either linear or circular), why is T-DNA integration relatively rare in these nuclei? Could greater expression of plant DNA repair genes important for T-DNA integration increase the percentage of stably transformed cells?
  • What form of T-DNA (single-strand, double-strand linear, double-strand circular) is the substrate or template for integration?
  • What is the molecular basis for differences in the frequency of T-DNA integration among plant species, or even among varieties/cultivars of the same species?
  • During transformation, many plant cells are exposed to Agrobacterium, but only a few may be transformed (either transiently or stably). What is the basis for plant cell transformation competency?

Funding

Research in the author’s laboratory is funded by the US National Science Foundation (award numbers 1543888, 1848434, and 2006668).

Conflicts of Interest

The author declares no conflict of interest.

References

  1. Mayerhofer, R.; Koncz-Kalman, Z.; Nawrath, C.; Bakkeren, G.; Cramer, A.; Angelis, K.; Redei, G.P.; Schell, J.; Hohn, B.; Koncz, C. T-DNA integration: A mode of illegitimate recombination in plants. EMBO J. 1991, 10, 697–704. [Google Scholar] [CrossRef]
  2. Tinland, B.; Hohn, B. Recombination between prokaryotic and eukaryotic DNA: Integration of Agrobacterium tumefaciens T-DNA into the plant genome. In Genetic Engineering; Setlow, J.K., Ed.; Plenum Press: New York, NY, USA, 1995; pp. 209–229. [Google Scholar]
  3. Tinland, B. The integration of T-DNA into plant genomes. Trends Plant Sci. 1996, 1, 178–184. [Google Scholar] [CrossRef]
  4. Tzfira, T.; Li, J.; Lacroix, B.; Citovsky, V. Agrobacterium T-DNA integration: Molecules and models. Trends Genet. 2004, 20, 375–383. [Google Scholar] [CrossRef]
  5. Bilichak, A.; Yao, Y.; Kovalchuk, I. Transient down-regulation of the RNA silencing machinery increases efficiency of Agrobacterium-mediated transformation of Arabidopsis. Plant Biotechnol. J. 2014, 12, 590–600. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Saika, H.; Nishizawa-Yokoi, A.; Toki, S. The non-homologous end-joining pathway is involved in stable transformation in rice. Front. Plant Sci. 2014, 5, 560. [Google Scholar] [CrossRef] [Green Version]
  7. van Kregten, M.; de Pater, S.; Romeijn, R.; van Schendel, R.; Hooykaas, P.J.J.; Tijsterman, M. T-DNA integration in plants results from polymerase-theta-mediated DNA repair. Nature Plants 2016, 2, 16164. [Google Scholar] [CrossRef] [PubMed]
  8. Gelvin, S.B. Integration of Agrobacterium T-DNA into the plant genome. Annu. Rev. Genet. 2017, 51, 195–217. [Google Scholar] [CrossRef]
  9. Lacroix, B.; Citovsky, V. Pathways of DNA transfer to plants from Agrobacterium tumefaciens and related bacterial species. Annu. Rev. Phytopathol. 2019, 57, 231–251. [Google Scholar] [CrossRef]
  10. Dong, O.X.; Ronald, P.C. Targeted DNA insertion in plants. Proc. Natl. Acad. Sci. USA 2021, 118, e2004834117. [Google Scholar] [CrossRef] [PubMed]
  11. Yanofsky, M.F.; Porter, S.G.; Young, C.; Albright, L.M.; Gordon, M.P.; Nester, E.W. The virD operon of Agrobacterium tumefaciens encodes a site-specific endonuclease. Cell 1986, 47, 471–477. [Google Scholar] [CrossRef]
  12. Stachel, S.E.; Timmerman, B.; Zambryski, P. Generation of single-stranded T-DNA molecules during the initial stages of T-DNA transfer from Agrobacterium tumefaciens to plant cells. Nature 1986, 322, 706–712. [Google Scholar] [CrossRef]
  13. Jayaswal, R.K.; Veluthambi, K.; Gelvin, S.B.; Slightom, J.L. Double-stranded cleavage of T-DNA and generation of single-stranded T-DNA molecules in Escherichia coli by a virD-encoded border-specific endonuclease from Agrobacterium tumefaciens. J. Bacteriol. 1987, 169, 5035–5045. [Google Scholar] [CrossRef] [Green Version]
  14. Veluthambi, K.; Jayaswal, R.K.; Gelvin, S.B. Virulence genes A, G, and D mediate the double-stranded border cleavage of T-DNA from the Agrobacterium Ti plasmid. Proc. Natl. Acad. Sci. USA 1987, 84, 1881–1885. [Google Scholar] [CrossRef] [Green Version]
  15. Veluthambi, K.; Ream, W.; Gelvin, S.B. Virulence genes, borders, and overdrive generate single-stranded T-DNA molecules from the A6 Ti plasmid of Agrobacterium tumefaciens. J. Bacteriol. 1988, 170, 1523–1532. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Yadav, N.S.; Van der Leyden, J.; Bennett, D.R.; Barnes, W.M.; Chilton, M.-D. Short direct repeats flank the T-DNA on a nopaline Ti plasmid. Proc. Natl. Acad. Sci. USA 1982, 79, 6322–6326. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  17. Wang, K.; Herrera-Estrella, L.; Van Montagu, M.; Zambryski, P. Right 25 bp terminus sequence of the nopaline T-DNA is essential for and determines direction of DNA transfer from Agrobacterium to the plant genome. Cell 1984, 38, 455–462. [Google Scholar] [CrossRef]
  18. Herrera-Estrella, A.; Chen, Z.-M.; Van Montagu, M.; Wang, K. VirD proteins of Agrobacterium tumefaciens are required for the formation of a covalent DNA-protein complex at the 5′ terminus of T-strand molecules. EMBO J. 1988, 7, 4055–4062. [Google Scholar] [CrossRef] [PubMed]
  19. Ward, E.R.; Barnes, W.M. VirD2 protein of Agrobacterium tumefaciens very tightly linked to the 5′ end of T-strand DNA. Science 1988, 242, 927–930. [Google Scholar] [CrossRef]
  20. Young, C.; Nester, E.W. Association of the VirD2 protein with the 5′ end of T strands in Agrobacterium tumefaciens. J. Bacteriol. 1988, 170, 3367–3374. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  21. Durrenberger, F.; Crameri, A.; Hohn, B.; Koukolikova-Nicola, Z. Covalently bound VirD2 protein of Agrobacterium tumefaciens protects the T-DNA from exonucleolytic degradation. Proc. Natl. Acad. Sci. USA 1989, 86, 9154–9158. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  22. Howard, E.A.; Winsor, B.A.; De Vos, G.; Zambryski, P. Activation of the T-DNA transfer process in Agrobacterium results in the generation of a T-strand-protein complex: Tight association of VirD2 with the 5′ ends of T-strands. Proc. Natl. Acad. Sci. USA 1989, 86, 4017–4021. [Google Scholar] [CrossRef] [Green Version]
  23. Tinland, B.; Hohn, B.; Puchta, H. Agrobacterium tumefaciens transfers single-stranded transferred DNA (T-DNA) into the plant cell nucleus. Proc. Natl. Acad. Sci. USA 1994, 91, 8000–8004. [Google Scholar] [CrossRef] [Green Version]
  24. Yusibov, V.M.; Steck, T.R.; Gupta, V.; Gelvin, S.B. Association of single-stranded transferred DNA from Agrobacterium tumefaciens with tobacco cells. Proc. Natl. Acad. Sci. USA 1994, 91, 2994–2998. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Pansegrau, W.; Schoumacher, F.; Hohn, B.; Lanka, E. Site-specific cleavage and joining of single-stranded DNA by VirD2 protein of Agrobacterium tumefaciens Ti plasmids: Analogy to bacterial conjugation. Proc. Natl. Acad. Sci. USA 1993, 90, 11538–11542. [Google Scholar] [CrossRef] [Green Version]
  26. Ziemienowicz, A.; Tinland, B.; Bryant, J.; Gloeckler, V.; Hohn, B. Plant enzymes but not Agrobacterium VirD2 mediate T-DNA ligation in vitro. Mol. Cell. Biol. 2000, 20, 6317–6322. [Google Scholar] [CrossRef] [PubMed]
  27. Shurvinton, C.E.; Hodges, L.; Ream, W. A nuclear localization signal and the C-terminal omega sequence in the Agrobacterium tumefaciens VirD2 endonuclease are important for tumor formation. Proc. Natl. Acad. Sci. USA 1992, 89, 11837–11841. [Google Scholar] [CrossRef] [Green Version]
  28. Narasimhulu, S.B.; Deng, X.-B.; Sarria, R.; Gelvin, S.B. Early transcription of Agrobacterium T-DNA genes in tobacco and maize. Plant Cell 1996, 8, 873–886. [Google Scholar] [PubMed] [Green Version]
  29. Mysore, K.S.; Bassuner, B.; Deng, X.-b.; Darbinian, N.S.; Motchoulski, A.; Ream, W.; Gelvin, S.B. Role of the Agrobacterium tumefaciens VirD2 protein in T-DNA transfer and integration. Mol. Plant.-Microbe Interact. 1998, 11, 668–683. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  30. Tinland, B.; Schoumacher, F.; Gloeckler, V.; Bravo-Angel, A.M.; Hohn, B. The Agrobacterium tumefaciens virulence D2 protein is responsible for precise integration of T-DNA into the plant genome. EMBO J. 1995, 14, 3585–3595. [Google Scholar] [CrossRef]
  31. Bravo-Angel, A.M.; Hohn, B.; Tinland, B. The omega sequence of VirD2 is important but not essential for efficient transfer of T-DNA by Agrobacterium tumefaciens. Mol. Plant.-Microbe Interact. 1997, 11, 57–63. [Google Scholar] [CrossRef] [Green Version]
  32. Nuti, M.P.; Ledeboer, A.M.; Durante, M.; Nuti-Ronchi, V.; Schilperoort, R.A. Detection of Ti-plasmid sequences in infected tissues by in situ hybridization. Plant Sci. Lett. 1980, 18, 1–6. [Google Scholar] [CrossRef]
  33. Ambros, P.F.; Matzke, A.J.M.; Matzke, M.A. Localization of Agrobacterium rhizogenes T-DNA in plant chromosomes by in situ hybridization. EMBO J. 1986, 5, 2073–2078. [Google Scholar] [CrossRef]
  34. Wang, J.; Lewis, M.E.; Whallon, J.H.; Sink, K.C. Chromosomal mapping of T-DNA inserts in transgenic Petunia by in situ hybridization. Transgen. Res. 1995, 4, 241–246. [Google Scholar] [CrossRef]
  35. Koncz, C.; Martini, N.; Mayerhofer, R.; Koncz-Kalman, Z.; Korber, H.; Redei, G.P.; Schell, J. High-frequency T-DNA-mediated gene tagging in plants. Proc. Natl. Acad. Sci. USA 1989, 86, 8467–8471. [Google Scholar] [CrossRef] [Green Version]
  36. Brunaud, V.; Balzergue, S.; Dubreucq, B.; Aubourg, S.; Samson, F.; Chauvin, S.; Bechtold, N.; Cruaud, C.; DeRose, R.; Pelletier, G.; et al. T-DNA integration into the Arabidopsis genome depends on sequences of pre-insertion sites. EMBO Rep. 2002, 3, 1152–1157. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Szabados, L.; Kovacs, I.; Oberschall, A.; Abraham, E.; Kerekes, I.; Zsigmond, L.; Nagy, R.; Alvarado, M.; Krasovskaja, I.; Gal, M.; et al. Distribution of 1000 sequenced T-DNA tags in the Arabidopsis genome. Plant J. 2002, 32, 233–242. [Google Scholar] [CrossRef]
  38. Chen, S.; Jin, W.; Wang, M.; Zhang, F.; Zhou, J.; Jia, Q.; Wu, Y.; Liu, F.; Wu, P. Distribution and characterization of over 1000 T-DNA tags in rice genome. Plant J. 2003, 36, 105–113. [Google Scholar] [CrossRef]
  39. Sallaud, C.; Gay, C.; Larmande, P.; Bes, M.; Piffanelli, P.; Piegu, B.; Droc, G.; Regad, F.; Bourgeois, E.; Meynard, D.; et al. High throughput T-DNA insertion mutagenesis in rice: A first step towards in silico reverse genetics. Plant J. 2004, 39, 450–464. [Google Scholar] [CrossRef]
  40. Schneeberger, R.G.; Zhang, K.; Tatarinova, T.; Troukhan, M.; Kwok, S.F.; Drais, J.; Klinger, K.; Orejudos, F.; Macy, K.; Bhakta, A.; et al. Agrobacterium T-DNA integration in Arabidopsis is correlated with DNA sequence compositions that occur frequently in gene promoter regions. Funct. Integr. Genom. 2005, 5, 240–253. [Google Scholar] [CrossRef]
  41. Kim, S.I.; Veena; Gelvin, S.B. Genome-wide analysis of Agrobacterium T-DNA integration sites in the Arabidopsis genome generated under non-selective conditions. Plant J. 2007, 51, 779–791. [Google Scholar] [CrossRef]
  42. Shilo, S.; Tripathi, P.; Melamed-Bessudo, C.; Tzfadia, O.; Muth, T.R.; Levy, A.A. T-DNA-genome junctions form early after infection and are influenced by the chromatin state of the host genome. PLoS Genet. 2017, 13, e1006875. [Google Scholar] [CrossRef] [Green Version]
  43. Windels, P.; De Buck, S.; Van Bockstaele, E.; De Loose, M.; Depicker, A. T-DNA integration in Arabidopsis chromosomes: Presence and origin of filler DNA sequences. Plant Physiol. 2003, 133, 2061–2068. [Google Scholar] [CrossRef] [Green Version]
  44. Muller, A.E.; Atkinson, R.G.; Sandoval, R.B.; Jorgensen, R.A. Microhomologies between T-DNA ends and target sites often occur in inverted orientation and may be responsible for the high frequency of T-DNA-associated inversions. Plant Cell Rep. 2007, 26, 617–630. [Google Scholar] [CrossRef] [PubMed]
  45. Kleinboelting, N.; Huep, G.; Appelhagen, I.; Viehoever, P.; Li, Y.; Weisshaar, B. The structural features of thousands of T-DNA insertion sites are consistent with a double-strand break repair based insertion mechanism. Mol. Plant 2015, 8, 1651–1664. [Google Scholar] [CrossRef]
  46. Nam, J.; Mysore, K.S.; Zheng, C.; Knue, M.K.; Matthysse, A.G.; Gelvin, S.B. Identification of T-DNA tagged Arabidopsis mutants that are resistant to transformation by Agrobacterium. Mol. Gen. Genet. 1999, 261, 429–438. [Google Scholar] [CrossRef] [PubMed]
  47. Mysore, K.S.; Nam, J.; Gelvin, S.B. An Arabidopsis histone H2A mutant is deficient in Agrobacterium T-DNA integration. Proc. Natl. Acad. Sci. USA 2000, 97, 948–953. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  48. Zheng, Y.; He, X.-W.; Ying, Y.-H.; Lu, J.-F.; Gelvin, S.B.; Shou, H.-X. Expression of the Arabidopsis thaliana histone gene AtHTA1 enhances rice transformation efficiency. Mol. Plant 2009, 2, 832–837. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  49. Yi, H.; Mysore, K.S.; Gelvin, S. Expression of the Arabidopsis histone H2A-1 gene correlates with susceptibility to Agrobacterium transformation. Plant J. 2002, 32, 285–298. [Google Scholar] [CrossRef]
  50. Yi, H.; Sardesai, N.; Fujinuma, T.; Chan, C.W.; Veena; Gelvin, S.B. Constitutive expression exposes functional redundancy between the Arabidopsis histone H2A gene HTA1 and other H2A gene family members. Plant Cell 2006, 18, 1575–1589. [Google Scholar] [CrossRef] [Green Version]
  51. Tenea, G.N.; Spantzel, J.; Lee, L.-Y.; Zhu, Y.; Lin, K.; Johnson, S.J.; Gelvin, S.B. Overexpression of several Arabidopsis histone genes increases Agrobacterium-mediated transformation and transgene expression in plants. Plant Cell 2009, 21, 3350–3367. [Google Scholar] [CrossRef] [Green Version]
  52. Gelvin, S.B.; Kim, S.-I. Effect of chromatin upon Agrobacterium T-DNA integration and transgene expression. Biophys. Biochem. Acta 2007, 1769, 410–421. [Google Scholar] [CrossRef] [PubMed]
  53. Wolterink-van Loo, S.; Escamilla Ayala, A.A.; Hooykaas, P.J.J.; van Heudsden, G.P.H. Interaction of the Agrobacterium tumefaciens virulence protein VirD2 with histones. Microbiology 2015, 161, 401–410. [Google Scholar] [CrossRef] [PubMed]
  54. Howard, E.; Citovsky, V. The emerging structure of the Agrobacterium T-DNA transfer complex. BioEssays 1990, 12, 103–108. [Google Scholar] [CrossRef]
  55. Tzfira, T.; Vaidya, M.; Citovsky, V. VIP1, an Arabidopsis protein that interacts with Agrobacterium VirE2, is involved in VirE2 nuclear import and Agrobacterium infectivity. EMBO J. 2001, 20, 3596–3607. [Google Scholar] [CrossRef] [Green Version]
  56. Li, J.; Krichevsky, A.; Vaidya, M.; Tzfira, T.; Citovsky, V. Uncoupling of the functions of the Arabidopsis VIP1 protein in transient and stable plant genetic transformation by Agrobacterium. Proc. Natl. Acad. Sci. USA 2005, 102, 5733–5738. [Google Scholar] [CrossRef] [Green Version]
  57. Loyter, A.; Rosenbluh, J.; Zakai, N.; Li, J.; Kozlovsky, S.V.; Tzfira, T.; Citovsky, V. The plant VirE2 interacting protein 1. A molecular link between the Agrobacterium T-complex and the host cell chromatin? Plant Physiol. 2005, 138, 1318–1321. [Google Scholar] [CrossRef] [Green Version]
  58. Lacriox, B.; Loyter, A.; Citovsky, V. Association of the Agrobacterium T-DNA-protein complex with plant nucleosomes. Proc. Natl. Acad. Sci. USA 2008, 105, 15429–15434. [Google Scholar] [CrossRef] [Green Version]
  59. Shi, Y.; Lee, L.-Y.; Gelvin, S.B. Is VIP1 important for Agrobacterium-mediated transformation? Plant J. 2014, 79, 848–860. [Google Scholar] [CrossRef]
  60. Lapham, R.; Lee, L.-Y.; Tsugama, D.; Lee, S.; Mengiste, T.; Gelvin, S.B. VIP1 and its homologs are not required for Agrobacterium-mediated transformation, but play a role in Botrytis and salt stress responses. Front. Plant Sci. 2018, 9, 749. [Google Scholar] [CrossRef]
  61. Crane, Y.M.; Gelvin, S.B. RNAi-mediated gene silencing reveals involvement of Arabidopsis chromatin-related genes in Agrobacterium-mediated root transformation. Proc. Natl. Acad. Sci. USA 2007, 104, 15156–15161. [Google Scholar] [CrossRef] [Green Version]
  62. Soltani, J.; van Heudsden, G.P.H.; Hooykaas, P.J.J. Deletion of host histone acetyltransferases and deacetylases strongly affects Agrobacterium-mediated transformation of Saccharomyces cerevisiae. FEMS Microbiol. Lett. 2009, 298, 228–233. [Google Scholar] [CrossRef] [Green Version]
  63. Köhler, F.; Cardon, G.; Pöhlman, M.; Gill, R.; Schieder, O. Enhancement of transformation rates in higher plants by low-dose irradiation: Are DNA repair systems involved in the incorporation of exogenous DNA into the plant genome? Plant Mol. Biol. 1989, 12, 189–199. [Google Scholar] [CrossRef]
  64. Gorbunova, V.; Levy, A.A. Non-homologous DNA end joining in plant cells is associated with deletions and filler DNA insertions. Nucl. Acids Res. 1997, 25, 4650–4657. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Shirley, B.W.; Hanley, S.; Goodman, H.M. Effects of ionizing radiation on a plant genome: Analysis of two Arabidopsis transparent testa mutations. Plant Cell 1992, 4, 333–347. [Google Scholar] [PubMed]
  66. Somers, D.A.; Makarevitch, I. Transgene integration in plants: Poking or patching holes in promiscuous genomes? Curr. Opin. Biotechnol. 2004, 15, 126–131. [Google Scholar] [CrossRef] [PubMed]
  67. Salomon, S.; Puchta, H. Capture of genomic and T-DNA sequences during double-strand break repair in somatic plant cells. EMBO J. 1998, 17, 6086–6095. [Google Scholar] [CrossRef]
  68. Chilton, M.-D.; Que, Q. Targeted integration of T-DNA into the tobacco genome at double-stranded breaks: New insights on the mechanism of T-DNA integration. Plant Physiol. 2003, 133, 956–965. [Google Scholar] [CrossRef] [Green Version]
  69. Tzfira, T.; Frankman, L.R.; Vaidya, M.; Citovsky, V. Site-specific integration of Agrobacterium tumefaciens T-DNA via double-stranded intermediates. Plant Physiol. 2003, 133, 1011–1023. [Google Scholar] [CrossRef] [Green Version]
  70. Zhang, Q.; Xing, H.-L.; Wang, Z.-P.; Zhang, H.-Y.; Yang, F.; Wang, X.-C.; Chen, Q.-J. Potential high-frequency off-target mutagenesis induced by CRISPR/Cas9 in Arabidopsis and its prevention. Plant Mol. Biol. 2018, 96, 445–456. [Google Scholar] [CrossRef] [Green Version]
  71. Lee, K.; Eggenberer, A.L.; Banakar, R.; McCaw, M.; Zhu, H.; Main, M.; Kang, M.; Gelvin, S.B.; Wang, K. CRISPR/Cas9 targeted T-DNA integration in rice. Plant Mol. Biol. 2019, 99, 317–328. [Google Scholar] [CrossRef]
  72. Song, J.; Bent, A.F. Microbial pathogens trigger host DNA double-strand breaks whose abundance is reduced by plant defense responses. PLoS Pathog. 2014, 10, e1004030. [Google Scholar] [CrossRef]
  73. Joseph, J.T.; Chandhini, S.; Das, S.; Mysore, K.S.; Shah, J.M. Methylation status of Arabidopsis DNA repair gene promoters during Agrobacterium infection reveals epigenetic changes in three generations. Plant Mol. Biol. Rep. 2021. [Google Scholar] [CrossRef]
  74. Wei, F.-J.; Lee, L.-Y.; Hsing, Y.-I.; Gelvin, S.B.; Academia Sinica, Taipei, Taiwan and Purdue University, West Lafayette, IN, USA. Unpublished work. 2021.
  75. Marton, L.; Hrouda, M.; Pecsvaradi, A.; Czako, M. T-DNA-independent mutations induced in transformed plant cells during Agrobacterium co-cultivation. Transgen. Res. 1994, 3, 317–325. [Google Scholar] [CrossRef]
  76. Budziszewski, G.J.; Lewis, S.P.; Glover, L.W.; Reineke, J.; Jones, G.; Ziemnik, L.S.; Lonowski, J.; Nyfeler, B.; Aux, G.; Zhou, Q.; et al. Arabidopsis genes essential for seedling viability: Isolation of insertional mutants and molecular cloning. Genetics 2001, 159, 1765–1778. [Google Scholar] [CrossRef]
  77. McElver, J.; Tzafrir, I.; Aux, G.; Rogers, R.; Ashby, C.; Smith, K.; Thomas, C.; Schetter, A.; Zhou, Q.; Cushman, M.A.; et al. Insertional mutagenesis of genes required for seed development in Arabidopsis thaliana. Genetics 2001, 159, 1751–1763. [Google Scholar] [CrossRef]
  78. Castle, L.A.; Errampalli, D.; Atherton, T.L.; Franzmann, L.H.; Yoon, E.S.; Meinke, D.W. Genetic and molecular characterization of embryonic mutants identified following seed transformation in Arabidopsis. Mol. Gen. Genet. 1993, 241, 504–514. [Google Scholar] [CrossRef] [PubMed]
  79. Nacry, P.; Camilleri, C.; Courtial, B.; Caboche, M.; Bouchez, D. Major chromosomal rearrangements induced by T-DNA transformation in Arabidopsis. Genetics 1998, 149, 641–650. [Google Scholar] [CrossRef]
  80. Tax, F.E.; Vernon, D.M. T-DNA-associated duplication/translocations in Arabidopsis. Implications for mutant analysis and functional genomics. Plant Physiol. 2001, 126, 1527–1538. [Google Scholar] [CrossRef] [Green Version]
  81. Lafleuriel, J.; Degroote, F.; Depeiges, A.; Picard, G. A reciprocal translocation, induced by a canonical integration of a single T-DNA, interrupts the HMG-I/Y Arabidopsis thaliana gene. Plant Physiol. Biochem. 2004, 42, 171–179. [Google Scholar] [CrossRef] [PubMed]
  82. Curtis, M.J.; Belcram, K.; Bollmann, S.R.; Tominey, C.M.; Hoffman, P.D.; Mercier, R.; Hays, J.B. Reciprocal chromosome translocation associated with T-DNA-insertion mutation in Arabidopsis: Genetic and cytological analyses of consequences for gametophyte development and for construction of doubly mutant lines. Planta 2009, 229, 731–745. [Google Scholar] [CrossRef] [Green Version]
  83. Ruprecht, C.; Carroll, A.; Persson, S. T-DNA-induced chromosomal translocation in feronia and anxur2 mutants reveal implications for the mechanism of collapsed pollen due to chromosomal rearrangements. Mol. Plant 2014, 7, 1591–1594. [Google Scholar] [CrossRef] [Green Version]
  84. Hu, Y.; Chen, Z.; Zhung, C.; Huang, J. Cascade of chromosomal rearrangements caused by a heterogeneous T-DNA integration supports the double-strand break repair model for T-DNA integration. Plant J. 2017, 90, 954–965. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  85. Jupe, F.; Rivkin, A.C.; Michael, T.P.; Zander, M.; Motley, S.T.; Sandoval, J.P.; Slotkin, R.K.; Chien, H.; Castanon, R.; Nery, J.R.; et al. The complex architecture and epigenomic impact of plant T-DNA insertions. PLoS Genet. 2019, 15, e1007819. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  86. Majhi, B.B.; Shah, J.M.; Veluthambi, K. A novel T-DNA integration in rice involving two interchromosomal translocations. Plant Cell Rep. 2014, 33, 929–944. [Google Scholar] [CrossRef]
  87. Clark, D.A.; Krysan, P.J. Chromosomal translocations are a common phenomenon in Arabidopsis thaliana T-DNA insertion lines. Plant J. 2010, 64, 990–1001. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  88. Leibowitz, M.L.; Papathanasiou, S.; Doerfler, P.A.; Blaine, L.J.; Sun, L.; Yao, Y.; Zhang, C.-Z.; Weiss, M.J.; Pellman, D. Chromothripsis as an on-target consequence of CRISPR-Cas9 genome editing. Nat. Genet. 2021, 53, 895–905. [Google Scholar] [CrossRef] [PubMed]
  89. Offringa, R.; van den Elzen, P.J.M.; Hooykaas, P.J.J. Gene targeting in plants using the Agrobacterium vector system. Transgen. Res. 1992, 1, 114–123. [Google Scholar] [CrossRef]
  90. Bundock, P.; Hooykaas, P.J.J. Integration of Agrobacterium tumefaciens T-DNA in the Saccharomyces cerevisiae genome by illegitimate recombination. Proc. Natl. Acad. Sci. USA 1996, 93, 15272–15275. [Google Scholar] [CrossRef] [Green Version]
  91. van Attikum, H.; Hooykaas, P.J.J. Genetic requirements for the targeted integration of Agrobacterium T-DNA in Saccharomyces cerevisiae. Nucl. Acids Res. 2003, 31, 826–832. [Google Scholar] [CrossRef] [Green Version]
  92. Mladenov, E.; Iliakis, G. Induction and repair of DNA double strand breaks: The increasing spectrum of non-homologous end joining pathways. Mutat. Res. Fundam. Mol. Mech. Mutagen. 2011, 711, 61–72. [Google Scholar] [CrossRef]
  93. Decottignies, A. Alternative end-joining mechanisms: A historical perspective. Front. Genet. 2013, 4, 48. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  94. Ceccaldi, R.; Rondinelli, B.; D’Andrea, A.D. Repair pathway choices and consequences at the double-strand break. Trends Cell Biol. 2016, 26, 52–64. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  95. Wang, H.; Xu, X. Microhomology-mediated end joining: New players join the team. Cell. Biosci. 2017, 7, 6. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  96. Friesner, J.; Britt, A.B. Ku80- and DNA ligase IV-deficient plants are sensitive to ionizing radiation and defective in T-DNA integration. Plant J. 2003, 34, 427–440. [Google Scholar] [CrossRef] [Green Version]
  97. Gallego, M.E.; Bleuyard, J.-Y.; Daoudal-Cotterell, S.; Jallut, N.; White, C.I. Ku80 plays a role in non-homologous recombination but is not required for T-DNA integration in Arabidopsis. Plant J. 2003, 35, 557–565. [Google Scholar] [CrossRef]
  98. van Attikum, H.; Bundock, P.; Lee, L.-Y.; Gelvin, S.B.; Hooykaas, P.J.J. The Arabidopsis AtLIG4 gene is involved in the repair of DNA damage, but not in the integration of Agrobacterium T-DNA. Nucl. Acids Res. 2003, 31, 4247–4255. [Google Scholar] [CrossRef] [Green Version]
  99. Li, J.; Vaidya, M.; White, C.; Vainstein, A.; Citovsky, V.; Tzfira, T. Involvement of Ku80 in T-DNA integration in plant cells. Proc. Natl. Acad. Sci. USA 2005, 102, 19231–19236. [Google Scholar] [CrossRef] [Green Version]
  100. Jia, Q.; Bundock, P.; Hooykaas, P.J.J.; de Pater, S. Agrobacterium tumefaciens T-DNA integration and gene targeting in Arabidopsis thaliana non-homologous end-joining mutants. J. Bot. 2012. [Google Scholar] [CrossRef] [Green Version]
  101. Nishizawa-Yokoi, A.; Nonaka, S.; Saika, H.; Kwon, Y.-I.; Osakabe, K.; Toki, S. Suppression of Ku70/80 or Lig4 leads to decreased stable transformation and enhanced homologous recombination in rice. New Phytol. 2012, 196, 1048–1059. [Google Scholar] [CrossRef] [Green Version]
  102. Vaghchhipawala, Z.E.; Vasudevan, B.; Lee, S.; Morsy, M.R.; Mysore, K.S. Agrobacterium may delay plant nonhomologous end-joining DNA repair via XRCC4 to favor T-DNA integration. Plant Cell 2012, 24, 4110–4123. [Google Scholar] [CrossRef] [Green Version]
  103. Mestiri, I.; Norre, F.; Gallego, M.E.; White, C.I. Multiple host-cell recombination pathways act in Agrobacterium-mediated transformation of plant cells. Plant J. 2014, 77, 511–520. [Google Scholar] [CrossRef]
  104. Park, S.-Y.; Vaghchhipawala, Z.; Vasudevan, B.; Lee, L.-Y.; Shen, Y.; Singer, K.; Waterworth, W.M.; Zhang, Z.; West, C.E.; Mysore, K.S.; et al. Agrobacterium T-DNA integration into the plant genome can occur without the activity of key non-homologous end-joining proteins. Plant J. 2015, 81, 934–946. [Google Scholar] [CrossRef]
  105. Yoshihara, R.; Mitomi, Y.; Okada, M.; Shibata, H.; Tanokami, M.; Nakajima, Y.; Inui, H.; Oono, Y.; Furudate, H.; Tanaka, S. Effects of Arabidopsis Ku80 deletion on the integration of the left border of T-DNA into plant chromosomal DNA via Agrobacterium tumefaciens. Genes Genet. Syst. 2020, 95, 1–10. [Google Scholar] [CrossRef]
  106. Nishizawa-Yokoi, A.; Saika, H.; Hara, N.; Lee, L.-Y.; Toki, S.; Gelvin, S.B. Agrobacterium T-DNA integration is somatic cells does not require the activity of DNA polymerase theta. New Phytol. 2021, 229, 2859–2872. [Google Scholar] [CrossRef]
  107. Francis, K.E.; Spiker, S. Identification of Arabidopsis thaliana transformants without selection reveals a high occurrence of silenced T-DNA integrations. Plant J. 2005, 41, 464–477. [Google Scholar] [CrossRef]
  108. Mysore, K.S.; Kumar, C.T.R.; Gelvin, S.B. Arabidopsis ecotypes and mutants that are recalcitrant to Agrobacterium root transformation are susceptible to germ-line transformation. Plant J. 2000, 21, 9–16. [Google Scholar] [CrossRef]
  109. Faure, D. Is there a unique integration mechanism of Agrobacterium T-DNA into a plant genome? New Phytol. 2021, 229, 2386–2388. [Google Scholar] [CrossRef] [PubMed]
  110. Nisa, M.; Bergis, C.; Pedroza-Garcia, J.-A.; Drouin-Wahbi, J.; Mazubert, C.; Bergounioux, C.; Benhamed, M.; Raynaud, C. The plant DNA polymerase theta is essential for the repair of replication-associated DNA damage. Plant J. 2021, 106, 1197–1207. [Google Scholar] [CrossRef] [PubMed]
  111. Verhage, L. Solving the theta enigma: Polymerase θ deficiency causes developmental defects. Plant J. 2021, 106, 1195–1196. [Google Scholar] [CrossRef] [PubMed]
  112. Saika, H.; Shen, Y.; Kim, Y.; Lee, L.-Y.; Gelvin, S.B.; NARO, Tsukuba, Japan and Purdue University, West Lafayette, IN, USA. Unpublished work. 2021.
  113. Waterworth, W.M.; Kozak, J.; Provost, C.M.; Bray, C.M.; Angelis, K.J.; West, C.E. DNA ligase I deficient plants display severe growth defects and delayed repair of both DNA single and double strand breaks. BMC Plant Biol. 2009, 9, 79. [Google Scholar] [CrossRef] [Green Version]
  114. Bakkeren, G.; Koukolikova-Nicola, Z.; Grimsley, N.; Hohn, B. Recovery of Agrobacterium tumefaciens T-DNA molecules from whole plants early after transfer. Cell 1989, 57, 847–857. [Google Scholar] [CrossRef]
  115. Singer, K.; Shiboleth, Y.M.; Li, J.; Tzfira, T. Formation of complex extrachromosomal T-DNA structures in Agrobacterium-infected plants. Plant Physiol. 2012, 160, 511–522. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  116. Singer, K.; Lee, L.-Y.; Gelvin, S.B.; Purdue University, West Lafayette, IN, USA. Unpublished work. 2021.
Figure 1. Model for the involvement of DNA polymerase θ in T-DNA integration. (A) Following generation of a double-strand DNA break (lightning bolt), the 5′ ends of plant DNA (green lines) are resected. Sequences within single-strand T-DNA molecules (T-strands, red lines), capped with VirD2 protein (blue oval) at their 5′ ends, align by microhomology with complementary regions of the exposed single-strand plant DNA. This can occur at both sides of the break (as pictured) or at one side only. (B) DNA polymerase θ (orange “pac-man” symbol) copies the T-strand sequence, using the exposed 3′ end of the plant DNA as a primer. The newly synthesized T-strand complementary sequence is ligated to the 5′ end of the break site, and the 5′ end of the T-strand is ligated to the 3′ end of the broken plant DNA following VirD2 removal. (C) Final result of integration of two T-DNA molecules in a head-to-head (RB-to-RB) orientation.
Figure 1. Model for the involvement of DNA polymerase θ in T-DNA integration. (A) Following generation of a double-strand DNA break (lightning bolt), the 5′ ends of plant DNA (green lines) are resected. Sequences within single-strand T-DNA molecules (T-strands, red lines), capped with VirD2 protein (blue oval) at their 5′ ends, align by microhomology with complementary regions of the exposed single-strand plant DNA. This can occur at both sides of the break (as pictured) or at one side only. (B) DNA polymerase θ (orange “pac-man” symbol) copies the T-strand sequence, using the exposed 3′ end of the plant DNA as a primer. The newly synthesized T-strand complementary sequence is ligated to the 5′ end of the break site, and the 5′ end of the T-strand is ligated to the 3′ end of the broken plant DNA following VirD2 removal. (C) Final result of integration of two T-DNA molecules in a head-to-head (RB-to-RB) orientation.
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Figure 2. Regeneration of wild-type and polQ mutant rice plants after transformation by an Agrobacterium strain lacking or harboring a wild-type rice PolQ gene in the T-DNA. Transgenic calli (wild-type Nipponbare or three different polQ mutant lines (see [106]) were selected on medium containing 35 mg/L geneticin (G418) and 25 mg/L meropenem for four weeks. The calli were then transferred to regeneration medium (ReIII) lacking geneticin. Left panels, the plates were photographed after further incubation for four weeks. Right panels, the percentage of calli that developed shoots was quantified. (A) Infection by an Agrobacterium strain lacking a PolQ gene in the T-DNA. (B) Infection by an Agrobacterium strain containing a PolQ gene in the T-DNA. Data are from Dr. Ayako Nishizawa-Yokoi.
Figure 2. Regeneration of wild-type and polQ mutant rice plants after transformation by an Agrobacterium strain lacking or harboring a wild-type rice PolQ gene in the T-DNA. Transgenic calli (wild-type Nipponbare or three different polQ mutant lines (see [106]) were selected on medium containing 35 mg/L geneticin (G418) and 25 mg/L meropenem for four weeks. The calli were then transferred to regeneration medium (ReIII) lacking geneticin. Left panels, the plates were photographed after further incubation for four weeks. Right panels, the percentage of calli that developed shoots was quantified. (A) Infection by an Agrobacterium strain lacking a PolQ gene in the T-DNA. (B) Infection by an Agrobacterium strain containing a PolQ gene in the T-DNA. Data are from Dr. Ayako Nishizawa-Yokoi.
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Figure 3. “Fantastic” models for mechanisms of T-DNA integration. Left, the octopus which grabs proteins from any NHEJ pathway it can to facilitate T-DNA integration. Right, the mythical nopalus, representing unknown pathway(s) for T-DNA integration. (The author thanks Barbara Hohn for suggesting the term “octopus” to describe one T-DNA integration model, and John Kemp for suggesting, in 1979, the term “nopalus” as a sarcastic alternative to “octopus”, from which octopine is derived, for the origin of nopaline. “Nopal” is a Spanish name for Opuntia cacti. Nopaline was first isolated from Opuntia crown gall tumors).
Figure 3. “Fantastic” models for mechanisms of T-DNA integration. Left, the octopus which grabs proteins from any NHEJ pathway it can to facilitate T-DNA integration. Right, the mythical nopalus, representing unknown pathway(s) for T-DNA integration. (The author thanks Barbara Hohn for suggesting the term “octopus” to describe one T-DNA integration model, and John Kemp for suggesting, in 1979, the term “nopalus” as a sarcastic alternative to “octopus”, from which octopine is derived, for the origin of nopaline. “Nopal” is a Spanish name for Opuntia cacti. Nopaline was first isolated from Opuntia crown gall tumors).
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Gelvin, S.B. Plant DNA Repair and Agrobacterium T−DNA Integration. Int. J. Mol. Sci. 2021, 22, 8458. https://doi.org/10.3390/ijms22168458

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Gelvin SB. Plant DNA Repair and Agrobacterium T−DNA Integration. International Journal of Molecular Sciences. 2021; 22(16):8458. https://doi.org/10.3390/ijms22168458

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Gelvin, Stanton B. 2021. "Plant DNA Repair and Agrobacterium T−DNA Integration" International Journal of Molecular Sciences 22, no. 16: 8458. https://doi.org/10.3390/ijms22168458

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