Summary
Rapid and efficient gene transduction via recombinant adeno-associated viruses (rAAVs) is highly desirable across many basic and clinical research domains. Here, we report that vector co-infusion with doxorubicin, a clinical anti-cancer drug, markedly enhanced rAAV-mediated transgene expression in the cerebral cortex across mammalian species (cat, mouse, and macaque), acting throughout the time period examined and detectable at just three days after transfection. This enhancement showed serotype generality, being common to all rAAV serotypes tested (2, 8, 9, and PHP.eB) and was observed both locally and at remote locations consistent with doxorubicin undergoing retrograde axonal transport. All these effects were observed at doses matching human blood plasma levels in clinical therapy and lacked detectable cytotoxicity as assessed by cell morphology, activity, apoptosis, and behavioral testing. Altogether, this study identifies an effective means to improve the capability and scope of in vivo rAAV applications, amplifying cell transduction at doxorubicin concentrations paralleling medical practice.
Subject areas: Molecular biology, Neuroscience, Molecular neuroscience
Graphical abstract

Highlights
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Anti-cancer drug doxorubicin doubles the rate of rAAV-mediated transgene expression
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Doxorubicin enhancement generalizes across rAAV serotypes and animal species
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The effect is observed in both locally and retrogradely infected cortical neurons
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The effective dosage lacks appreciable cytotoxicity and matches clinical settings
Molecular biology; Neuroscience; Molecular neuroscience
Introduction
Manipulation of gene expression in specific populations of neurons is a potent capability for both neuroscientific research (Sun and Schaffer, 2018) and therapeutic intervention of genetic disorders (Deverman et al., 2018). Vectors derived from adeno-associated virus (AAV) are especially favored for in vivo gene manipulation as they provide a non-pathogenic and minimally immunogenic means to achieve persistent, stable transgene expression within the mammalian central nervous system (CNS) (Hudry and Vandenberghe, 2019; Kaplitt et al., 1994). Combined with molecular genetic techniques, recombinant AAV (rAAV) has proved to be a powerful research tool, widely used in gene editing and expression modulation (Ran et al., 2015), neuronal morphology mapping (Parekh and Ascoli, 2013), in vivo imaging (Tian et al., 2009), neural circuit analysis (Zhang et al., 2016), and treatment of neurological disorders (Hudry and Vandenberghe, 2019). However, the expression of genes transduced via rAAV undergoes a prolonged lag phase before reaching significant levels for intervention (≥ two weeks) (Diester et al., 2011; Ju et al., 2018). This delay in expression limits the utility of rAAV applications in both experimental and clinical practice, especially in neurodevelopmental studies (Krol and Feng, 2018) and disease treatments that require timely intervention to forestall irreversible tissue damage (e.g., ischemic brain injury) (Sehara et al., 2018). Thus, a more effective means to induce rapid and high-level rAAV-based transgene expression in mammalian CNS is in much need of development.
Previous research efforts have aimed to improve the vector system, i.e., the viral capsid and genome. By utilizing natural isolates with different tropisms, new rAAV variants with superior efficacy have been engineered through capsid transformation (Broekman et al., 2006), amino acid mutation (Zhong et al., 2008), and domain/subunit swapping (Rabinowitz et al., 2004) or screened from mutant capsid libraries (Deverman et al., 2016; Maheshri et al., 2006; Yang et al., 2009). At the level of vector genome, the vector expression cassette has been optimized with stronger promoters, enhancers, and more effective polyadenylation sequences (Monahan et al., 2015; Peel et al., 1997). By modifying one of the inverted terminal repeats, self-complementary AAV (scAAV) has been generated to bypass second-strand synthesis to improve the efficacy of transduction (McCarty et al., 2003). Combined with advances in delivery techniques, good progress has been achieved in respect of transduction efficiency in small animals (Chan et al., 2017). However, for large mammals represented by non-human primates and humans, it remains challenging to achieve consistent, high levels of transduction across volumetrically extensive brain structures. This problem is manifest both in therapeutic trials (Hadaczek et al., 2010; Hwu et al., 2012) and in research applications, enforced by capsid specific cytotoxic T-lymphocyte response (Mingozzi et al., 2007). Furthermore, the delay in expression remains critically important since scAAV can only be used for smaller transgenes (less than 2.2 kb) (Wang et al., 2019).
Application of exogenous agents is another strategy to enhance rAAV transduction in the CNS. Early studies revealed that techniques such as adenovirus co-infection, ionizing radiation, and genotoxic agents can all promote rAAV2 transduction, inducing faster and higher gene expression in cultured cells (Alexander et al., 1994; Fisher et al., 1996; Kanazawa et al., 2001). Similar promotion was also achieved with chemical agents that damage DNA, inhibit topoisomerase activity, or modulate proteasome function (Nicolson et al., 2016; Russell et al., 1995; Yan et al., 2004). These agents appear to promote viral intracellular trafficking and/or second-strand DNA synthesis, two rate-limiting steps in rAAV transduction that see little improvement with vector capsid engineering. However, severe side effects have hindered their application in vivo, calling for alternative drugs or strategies that are less cytotoxic. Doxorubicin is a frontline drug that has been widely used in cancer therapy (Tacar et al., 2013). As a known inhibitor of topoisomerase and proteasome function (Sishi et al., 2013; Tacar et al., 2013), it is indicated to promote rAAV transduction as evidenced by application to cultured cells and, in vivo, in rat striatum (Yan et al., 2004; Zhang et al., 2009, 2012). However, to pave the way for incorporation of doxorubicin in rAAV protocols for CNS, it is essential to examine the time course of neural transduction and the dose dependency of the long-term balance between efficacy and neurotoxicity. It was thus our goal to determine just how effectively doxorubicin might enhance rAAV-mediated gene transduction in mammalian CNS and establish the ceiling for toxicity. Furthermore, it is imperative to determine the universality of the action of doxorubicin across a range of rAAV serotypes, brain structures, and mammalian species.
Hence, we have systematically evaluated the effect of doxorubicin on transgene expression in the cerebral cortex of mice, cats, and macaque monkeys by intraparenchymal administration of doxorubicin in combination with different rAAV serotypes (rAAV8, rAAV2, rAAV9, and rAAV-PHP.eB). We found that doxorubicin greatly enhanced transgene expression mediated by every rAAV vector that we tested, differing little between species. Across all subjects, doxorubicin shortened the time required for detection and raised its observed level throughout the time period examined. Dose escalation testing showed that the effect of doxorubicin on rAAV transduction was concentration dependent and was mediated with negligible adverse side effects at doses well below tolerance. Finally, in conjunction with rAAV2-retro for tracing connections in the macaque visual cortex, we found that doxorubicin could also enhance rAAV transduction at remote locations, consistent with retrograde axonal transport from the site of injection. In sum, our findings offer a feasible strategy that can complement vector system optimization for rapid and efficient in vivo rAAV transduction in the mammalian CNS.
Results
Doxorubicin enhances rAAV transduction with no impact upon cell tropism
We began by evaluating the effect of doxorubicin in the cerebral cortex of cat, a well-studied mammalian model (Vite et al., 2003). For our standard vector, we selected rAAV8, a serotype isolated from rhesus monkey with the express aim of developing a vector for gene therapy with minimal immunogenicity in human tissues (Gao et al., 2002). rAAV8 proved to have a CNS transduction capability superior to that of rAAV2 (Broekman et al., 2006) and could mediate efficient transduction after intraparenchymal injection in various cortical structures of primate brains (Gilkes et al., 2016; Masamizu et al., 2010). rAAV8-hSyn-EGFP, a rAAV8 vector which encoded green fluorescent protein (GFP) under the neuron-specific promoter hSyn, was constructed and infused into cat visual cortex via stereotactic injection at a titer of 1×1012 vector genome per milliliter (vg/ml, 1 μL per injection), combined with 10 μg/mL doxorubicin (left hemisphere) or vector alone (right hemisphere) (Figure 1A). GFP expression was determined with standard histological techniques 30 days later. As revealed by fluorescence images of brain sections, pressure injection of vector solution led to focal transduction within a radius of 750 μm, with GFP expression in cell bodies and axons projecting to extrinsic structures (Figure 1B). Compared with the control group, GFP fluorescence in the doxorubicin-treated group was noticeably brighter, with intensity significantly increased (∼2.5-fold) by doxorubicin (1015 ± 58.4 vs 405.5 ± 46.1, p < 0.001; Figure 1C). Consistent with studies in mouse and marmoset (Watakabe et al., 2015), rAAV8-mediated GFP expression was non-uniform across cortical layers, being minimal in layer 4. As indicated by neuronal-specific marker NeuN, the proportion of GFP-expressing neurons was markedly increased, exhibiting higher fluorescence across all cortical layers when treated with doxorubicin (layer 2/3: 92.5 ± 1.5% vs 81.7 ± 2.1%; layer 4: 79.4 ± 2.8% vs 41.3 ± 2.8%; layer 5: 92.2 ± 2.2% vs 78.1 ± 1.7%; layer 6: 91.6 ± 1.6% vs 75.4 ± 2.5%, all p < 0.01; Figure 1D). Across all layers, the average ratio of GFP-positive neurons was 90 ± 2% in the doxorubicin-treated group, compared with 70 ± 2% in the control group (Figure 1D). More notably, a tenfold decrease of vector titer to 1×1011 vg/ml plus doxorubicin treatment gave an equivalent level of GFP expression to the control at 1×1012 vg/ml (403.3 ± 32.8 vs 405.5 ± 46.1; p = 0.72; Figure S1).
Figure 1.
Doxorubicin amplifies rAAV8-mediated gene transduction in cat visual cortex
(A) Schematic representation of injections. rAAV8-hSyn-EGFP alone or coupled with doxorubicin were, respectively, delivered to left and right hemispheres of cat visual cortex, and GFP fluorescence was examined after varied periods of expression.
(B) Representative confocal image of GFP fluorescence in the control and doxorubicin-treated sites. Blue, DAPI; green, GFP. Scale bar, 1 mm.
(C) Cortical fluorescence intensity comparison after 30 days of expression. Six injections from 3 cats per group; unpaired two-tailed t test. Scale bar, 500 μm.
(D) Transduction efficiency assessed by colocalization of GFP and NeuN marker. Left: confocal images of GFP expression and NeuN staining of layer 2/3 (boxed in [C]). Yellow arrows, GFP-positive neurons; red arrows, GFP-negative neurons; Scale bar, 25 μm. Right: quantification of transduction efficiency across cortical layers. Five injections from 3 cats per group; unpaired two-tailed t test.
(E) Representative image of GFP expression at the specified time points. The gamma value was adjusted equally to enable the visualization of GFP signals at 3 days. Scale bar, 500 μm.
(F) Quantification of GFP intensity at varied intervals after injection. Five to six injections per group; unpaired two-tailed t test; data are presented as mean ± SEM. ∗p < 0.05, ∗∗p < 0.01, ∗∗∗p < 0.001.
To determine whether the effect of doxorubicin on rAAV transduction is exclusive to neurons, we replaced hSyn with the ubiquitous promoter CAG. The modified viral vector, rAAV8-CAG-EGFP (titer: 5×1011 vg/ml), was administered alone or combined with 10 μg/mL doxorubicin. The phenotypes of transduced cells were determined by immunohistochemical detection of cell-type-specific markers 7 days later, i.e., NeuN for neurons, glial fibrillary acidic protein (GFAP) for astrocytes, and ionized calcium binding adapter molecule (Iba-1) for microglia (Figures S2A–S2C). As anticipated, we found that under the control of CAG promoter, GFP was expressed not only in neurons (NeuN+) but also in astrocytes (GFAP+); fluorescence intensity (Figure S2D) and the proportions of both GFP-positive neurons and astrocytes were significantly increased at the injection sites of the doxorubicin-treated group relative to the control (Figure S2E). With or without doxorubicin, there was no detectable fluorescence signal in microglia (Figure S2C and S2E), consistent with experience to date that this cell class is relatively refractory to transduction by rAAV vectors (Maes et al., 2019). These results suggest that doxorubicin treatment enhances neuronal transduction mediated by rAAV8 vectors, with no qualitative impact upon its cellular tropism, which is governed by vector's capsid (Srivastava, 2016).
Doxorubicin amplifies the rate of rAAV-mediated gene expression
Practical, rapid onset of rAAV-mediated gene expression is highly significant in regard to studies of brain development, as well as treatment of diseases that require timely intervention (Krol and Feng, 2018; Shimazaki et al., 2000). To explore the impact of doxorubicin on the onset of rAAV transduction in vivo, we examined the time course of transgene expression in doxorubicin-treated versus control groups. Following our established procedure, rAAV8-hSyn-EGFP alone or coupled with 10 μg/mL doxorubicin was infused into cat visual cortex, and the expression levels of GFP were determined with standard histological techniques at 3, 7, 15, and 30 days following injection (Figure 1E). We found a higher pace of transgene expression in the presence of doxorubicin. In the control group, GFP fluorescence could be detected no earlier than 7 days after injection. This diminished to 3 days for the doxorubicin-treated group, with a steady increase in the level of GFP expression thereafter. At 7 days after injection, GFP activity in the doxorubicin-treated group was about fourfold higher than in the control group (104.3 ± 9.6 vs 25.2 ± 2.5, p < 0.001), actually matching the 15-day level of the control group (104.3 ± 9.6 vs 118.7 ± 10.9) (Figure 1E). Throughout the period of examination, the level of GFP expression in the doxorubicin-treated group consistently exceeded the control group (3 days: p = 0.0015; 7 days: p = 0.0003; 15 days: p < 0.0001; 30 days: p < 0.0001; Figure 1F). These results reveal that doxorubicin significantly amplifies the rate of rAAV transduction, potentially facilitating timely interventions in the CNS by inducing more rapid transgene expression.
Dose dependency for doxorubicin enhancement of rAAV-mediated gene expression
To determine the optimal dosage of doxorubicin for in vivo neurological administration, a trade-off between efficacy for rAAV transduction versus toxicity to neural tissues, rAAV8-hSyn-EGFP was infused into cat cerebral cortices at a titer of 1×1012 vg/ml in combination with varied concentrations of doxorubicin (range: 0–100 μg/mL). GFP expression was examined with fluorescence microscopy 7 days after injection. As shown in Figure 2A, GFP expression levels were closely tied to doxorubicin concentration, displaying a steady increase over a range of 0.1–30 μg/mL. To mitigate doxorubicin concentration loss through diffusion, GFP intensity was measured within a region of interest of 500 × 1000 μm at the core of each injection, as indicated in the control (Figure 2A). Quantitative analysis confirmed the dose-dependent enhancement of rAAV-mediated GFP expression by doxorubicin, with the maximum obtained at 30 μg/mL (control vs 1.0 μg/mL, p = 0.02; control vs 3.0 μg/mL, p = 0.008; control vs 10 μg/mL, p = 0.002; control vs 30 μg/mL, p = 0.0012; Figure 2B). For the topmost doxorubicin dosage of 100 μg/mL, GFP intensity decreased sharply at the core of injection site, demonstrating notable cytotoxicity.
Figure 2.
The effect of doxorubicin on rAAV transduction is concentration dependent and free from appreciable cytotoxic effects at a dosage from 1 to 10 μg/mL
(A) Representative fluorescence images of injections 7 days after co-infusion of rAAV8-hSyn-EGFP with varied concentrations of doxorubicin. Scale bar, 500 μm.
(B) Quantification of core fluorescence intensity (as indicated in the control of [A]). n = 6 injections from 6 cats per group. One-way analysis of variance (ANOVA), post-hoc Tukey-Kramer correction; data are represented as mean ± SEM, ∗p < 0.05, ∗∗p < 0.01.
(C–E) Status of transduced neurons (GFP, green) at cellular level (C), quantified by neural marker NeuN (D), and nuclear marker DAPI (E). Scale bar, 100 μm.
(F) Magnified views of neuronal cells under different doxorubicin concentrations (as indicated in the inset of [E]). Scale bar, 20 μm.
To further substantiate the differential dose effect of doxorubicin, we analyzed the status of GFP-expressing neurons with the nuclear marker DAPI and the neuron-specific marker NeuN (Figures 2C–2F). Confocal images revealed that cell bodies and neurites of infected neurons exhibited intact and normal morphology after doxorubicin treatment at a dosage from 0.1 to 10 μg/mL. At a dose of 30 μg/mL, the neurites of neurons in the core of injections receded, and cell bodies became rotund with notably weaker or even absent NeuN signals. When doxorubicin concentration reached 100 μg/mL, neurons were completely absent from the core of the injection, with glial accumulations in their place. It is worth noting that the expression of foreign proteins such as GFP has adverse effects upon the host cell machinery and may lead to cell death when overexpressed (Detrait et al., 2002; Klein et al., 2006; Watakabe et al., 2015). We had performed an additional set of preliminary experiments by injection of 30 μg/mL doxorubicin alone in the mouse cortex, without seeing apparent cytotoxicity. Providing there is no potential species difference, the cytotoxicity observed at doses above 30 μg/mL of doxorubicin could be due to excessive expression of GFP. These data suggest precautionary use of doxorubicin in the CNS, namely a ceiling concentration of 10 μg/mL, at which level it has certifiably negligible cytotoxicity to neural tissues.
Locally injected doxorubicin lacks appreciable cytotoxicity for neural tissue
To confirm the safety of in vivo neurological administration of doxorubicin at 10 μg/mL, we determined whether or not this concentration has any apparent cytotoxic effects upon neural tissues. First, we used the TUNEL assay to assess neuronal apoptosis consequent to doxorubicin application. Seven days after delivery of doxorubicin and rAAV vector, TUNEL staining was performed on brain sections, and apoptotic cells were screened by confocal fluorescence microscopy. As presented in Figure 3A, no appreciable apoptotic effect was observed in either the doxorubicin-treated group or the control group (rAAV alone), when compared to the positive control treated with DNase I, as indicated by fluorescent-labeled nuclear marker DAPI.
Figure 3.
Doxorubicin induces no appreciable side effects on neural tissue under experimental conditions
(A) Confocal images of TUNEL-stained sections 7 days after administration of rAAV8 alone or with doxorubicin. Positive control samples pretreated with DNase I. Blue, DAPI; red, apoptotic cell. Scale bar, 50 μm.
(B) Representative images of fluorescent-labeled microglia cells (yellow arrows) by immunohistochemical detection of Iba-1; blue, DAPI; red, Iba-1. Scale bar, 50 μm.
(C) Quantification of microglia cell numbers in the test sites. Five injections per group. Unpaired two-tailed t test; data are represented as mean ± SEM.
(D) Schematic diagram of an open-field test. rAAV8-hSyn-EGFP vector was administered into mouse M1 with or without doxorubicin, and mice were placed in an open-field chamber (40 × 40 cm) to allow 15 min for free exploration 15 days after injection.
(E and F) Quantification of distance traveled (Wilcoxon rank-sum test) and time in movement (unpaired two-tailed t test) between doxorubicin-treated mice and the control. For quantification: n = 9 and n = 10 mice in the control and doxorubicin groups. Data are represented as mean ± SEM, n.s. p > 0.05.
In addition to apoptosis, doxorubicin therapy can also cause inflammation, a major contributor to its cardiotoxicity and other side effects (Sauter et al., 2011). To further establish the feasibility of doxorubicin treatment, the inflammatory response was examined by immunohistochemical detection of microglia, which generally aggregates in inflamed and necrotic tissues (Vela et al., 2002). After a similar interval, i.e., 7 days following injection of rAAV and doxorubicin, microglia were detected and counted in brain sections by antibody recognition of its specific marker Iba-1 (Figure 3B). Quantitatively, the outcome revealed no difference between the doxorubicin and control groups in regard to the density of microglia after a single injection (164.0 ± 7.5/mm2 vs 173.2 ± 11.8/mm2, p = 0.53; Figure 3C). Co-administration with rAAV8 vector gave a similar result, i.e., the rAAV-plus-doxorubicin group versus rAAV group (186.2 ± 6.2/mm2 vs 189.6 ± 5.9/mm2, p = 0.7; Figure 3C), indicating that there was no inflammatory response following a single injection of doxorubicin.
Finally, to determine whether doxorubicin treatment might induce any side effects at the behavioral level, we co-infused rAAVs with doxorubicin or vector alone (as a control) into the primary motor cortex (M1) of mice in order to determine any consequent change in locomotor activity. After a period of 15 days, the mice were placed in an open-field chamber and allowed 15 min for free exploration, monitored by a video camera (Figure 3D). Neither of the locomotor parameters analyzed revealed any significant difference in behavior between doxorubicin-treated mice and the control: specifically, total distance traveled (4691 ± 1332 vs 4295 ± 736 cm, p = 0.28; Figure 3E) and time in movement (8.28 ± 0.37 vs 7.77 ± 0.38 min, p = 0.34; Figure 3F) were both equivalent. Taken together, these data show that local injection of doxorubicin lacks detectable adverse effects upon neural tissue under typical experimental conditions.
Doxorubicin enhances rAAV transduction irrespective of rAAV serotypes and animal species
AAV has multiple serotypes, and new variants of rAAV are continually being developed for experimental and clinical purposes (Wang et al., 2019). To investigate how far our findings represent a general agonist effect of doxorubicin upon rAAV transduction, we employed two other rAAV serotypes: rAAV2 and rAAV-PHP.eB, the latter a variant of AAV9 selected to maximize CNS transduction via intravenous administration (Chan et al., 2017). Combined with 10 μg/mL doxorubicin, viral vectors of rAAV2, rAAV8, and rAAV-PHP.eB encoding GFP under the CAG promoter were injected into the cat cerebral cortex, and GFP expression was assessed 7 days later. We observed similar levels of GFP expression in the control groups of rAAV8 and rAAV-PHP.eB, each significantly better than that achieved by rAAV2 (Figure 4A). More importantly, GFP intensity (rAAV2, p = 0.006; rAAV8, p = 0.0094; rAAV-PHP.eB, p = 0.012; Figure 4B) and percentage of transduced cells (rAAV2: 15 ± 1% vs 5 ± 1%, p = 0.0086; rAAV8: 37 ± 4% vs 16 ± 1%, p = 0.0094; rAAV-PHP.eB: 35 ± 3% vs 13 ± 1%, p = 0.0005; Figure 4C) were both significantly upregulated by doxorubicin for all three serotypes of rAAV, suggesting doxorubicin indeed has a general agonist effect upon gene transduction mediated by rAAV vectors, irrespective of vector serotype.
Figure 4.
The agonist effect of doxorubicin is reproducible with different rAAV serotypes and animal species
(A) Representative images of cat cortex showing GFP expression via viral vectors rAAV2, rAAV8, and rAAV-PHP.eB under the CAG promoter. Upper image: images of the injection sites pertaining to rAAV2, rAAV8, and rAAV-PHP.eB vector, respectively. Scale bar, 250 μm. Lower image: magnified views of the boxed regions 1-6. DAPI, blue; GFP, green. Scale bar, 50 μm.
(B and C) Quantification of mean GFP intensity and percentage of transduced cells. Four injections from four cats per group; unpaired two-tailed t test.
(D) Representative images of vector injection sites from the cerebral cortex of mouse and macaque monkey. rAAV-PHP.eB-CAG-EGFP vector was used, and GFP expression was assessed after 7 days of expression. Lower image: magnified views of the boxed regions 7-10. DAPI, blue; GFP, green. Scale bar, 500 μm (upper), 50 μm (lower).
(E) Quantification of mean GFP intensity in mouse and monkey. For quantification, four injections from four animals per group in cat and mice and six injections per group from two monkeys; unpaired two-tailed t test; data are represented as mean ± SEM, ∗p < 0.05,∗∗p < 0.01. ∗∗∗p < 0.001.
We further tested the effect of doxorubicin in the cerebral cortex of different animal species, infusing rAAV-PHP.eB vector into the visual cortex of mouse and motor cortex of macaque monkey for comparison with cat (Figure 4D). We obtained comparable, substantial enhancement of transgene expression across all three mammalian species under doxorubicin treatment (cat, p = 0.012; mouse, p = 0.011; monkey, p = 0.0006; Figures 4B and 4E). Qualitative examples of the enhancement of doxorubicin in the macaque motor cortex are further shown in Figure S3. These results indicated that doxorubicin may well exert a general effect upon rAAV transduction, regardless of rAAV serotype and host species.
Doxorubicin enables rapid gene transduction for in vivo two-photon imaging
Two-photon imaging has been a powerful tool widely used across many fields including physiology (Cahalan and Parker, 2008), neurobiology (Svoboda and Yasuda, 2006), and tissue engineering (Rubart, 2004). Exploiting rAAV vectors carrying genetically encoded indicators, two-photon Ca2+ imaging has lent insight into the structural dynamics and functional activity of neuronal populations at a single-cell level (Seidemann et al., 2016). However, as rAAV transduction ensues, Ca2+ fluorescence signal strength is rarely adequate to image cortical activity earlier than two weeks post-injection (Attinger et al., 2017; Iacaruso et al., 2017). Based on our anatomical findings we predicted that doxorubicin treatment should reduce this delay period.
To examine this, we constructed rAAV9-hSyn-GCaMP6s vector (titer: 2×1012 vg/ml, 1 μL per site) and infused it into mouse primary visual cortex (V1) in combination with doxorubicin or alone. As shown by Figure 5A for a large window of brain surface, the fluorescence signal in doxorubicin-treated sites was evident at the sixth day after injection, at which time point it was undetectable in the control site. Quantitative measurements of fluorescence signal revealed that doxorubicin more than doubled the rate of expression of GCaMP6s, reaching a plateau at 30 days, whereas the control mice achieved 50% of this level of expression much later, at around 60 days (6 day, p = 0.003; 15 day, p = 0.0133; 30 day, p = 0.0003; 60 day, p = 0.0011; Figure 5B). When examined with two-photon microscopy at the sixth day, the morphology of cell bodies was clearly observable under doxorubicin-treated conditions. Concordantly, after 6 days, robust direction-selective responses of V1 neurons to drifting sine-wave gratings could be recorded in doxorubicin-treated areas but not in the control (Figures 5C and 5D); comparable neural activities in untreated mice were not obtained until two weeks after administration. At a later stage, comparable expression levels of GCaMP6s were attained on the 15th day of doxorubicin-treated sites versus the 30th day of controls (Figures S4A and S4B). There was no significant difference in the strength of responses at these stages (Figure S4C), though possibly a slight deficit in the orientation selectivity of V1 neurons in the doxorubicin-treated sites (Figure S4D). Subsequent comparison of responses of both groups at 30 days showed some decline in response strength of the doxorubicin-treated sites but a gain in orientation selectivity (Figures S4E–S4G).
Figure 5.
Doxorubicin induces a rapid onset of transgene expression for in vivo study of neural function
(A) Representative fluorescence images of mouse V1 6 days after vector administration (rAAV9-hSyn-GCaMP6s vector: 2×1012vg/ml, 1 μL per injection). Scale bar, 1 mm.
(B) In vivo tracking of GCaMP6s expression following administration in mouse visual cortex. Five mice per group; unpaired two-tailed t test, data are represented as mean ± SEM. ∗p < 0.05. ∗∗p < 0.01. ∗∗∗p < 0.001.
(C and D) Left: in vivo two-photon image of Ca2+ fluorescence assessed after only 6 days of expression at a focal plane of injection sites ∼120 μm below cortical surface, as indicated in (A). Center and right: mean fluorescence changes (ΔF/F) and directional sensitivities of sampled cells (boxed in [C–D]) evoked by drifting sine-wave grating stimuli. Scale bar, 50 μm.
In summary, we find that doxorubicin treatment allows earlier monitoring of cell activity with little or no observable impairment of neural function; later (possible) overexpression of transgene might be remedied by reduced vector loading, dependent upon the intended time course of observations.
Doxorubicin enables efficient retrograde tracing of connections in macaque cortex and thalamus
Finally, motivated by previous reports that doxorubicin undergoes retrograde transport from uptake at axonal terminals (Bigotte and Olsson, 1982; Koda and Van der Kooy, 1983), we investigated whether doxorubicin could also achieve remote enhancement of rAAV transduction, e.g., for the purpose of neural circuit interrogation. For this aim, we coupled doxorubicin with rAAV2-retro, a vector recently developed for the express purpose of maximizing retrograde access to projection neurons (Tervo et al., 2016).
We conducted this experiment in the primate, in view of the growing importance of systematic, quantified connectional databases in understanding human brain function (Oligschlager et al., 2019; Wang and Kennedy, 2016). rAAV2-retro-CAG-tdTomato (4×1013 vg/ml, 1μL) was delivered bilaterally into area V1, either in combination with doxorubicin (right hemisphere) or vector alone as a control (left hemisphere) (Figure 6A). Six weeks after injection, we examined tdTomato expression among retrogradely labeled cells in the lateral geniculate nucleus (LGN), as well as cortical areas including V2, V4, and V5/MT that send long-range projections to V1. Before examination, we first confirmed rAAV2-retro transduction across cortical layers at the injection site of V1 (Figure 6B). In the LGN, the principal subcortical source of input to V1, we observed dense clusters of neurons labeled with tdTomato (Figure 6C). Consistent with previous reports based on tracer dyes (Angelucci and Sainsbury, 2006; Kennedy and Bullier, 1985), the cell bodies of labeled neurons were concentrated in a narrow strip across the six-layer structure of LGN, surrounded by nerve fibers. Compared with the control side, the number of cells labeled with tdTomato on the right side of LGN was far greater, and tdTomato expression was stronger in both neuron cell bodies and anterograde fibers (Figures 6C, 6D, and S5A). Among prestriate cortical areas, we found large numbers of tdTomato-labeled cells in V2, concentrated in a retinotopically matching subregion close to the injection site in V1 (Figure 6E), consistent with previous studies (Perkel et al., 1986; Rockland and Pandya, 1979; Rockland and Virga, 1989; Weller and Kaas, 1983). Compared with the left control side, the number of tdTomato-positive cells in right V2 was greater, and the fluorescent signal was stronger across serial sections (Figures 6F and S5B), confirming doxorubicin enhancement to be mediated via retrograde transport in corticocortical as well as thalamocortical projections. This enhancement was clearer still in longer range projections: we detected numerous tdTomato-positive neurons in V4, V5/MT, and other visual cortices in the right hemisphere, with little or even no tdTomato signal in the left control side; in this respect, performance of rAAV2-retro unaided by doxorubicin was notably poor in comparison to conventional retrograde tracers (Figures 6G–6I, S5C, and S5D). These results indicate that doxorubicin can induce remote enhancement of rAAV transduction via axonal retrograde transport in both thalamocortical and corticocortical projections, making it a useful tool for analysis of neural circuits—and many other applications beside.
Figure 6.
Enhancement of rAAV transduction via retrograde axonal transport in macaque thalamo- and cortico-cortical circuits; see also Figure S4
(A) Schematic showing injections and quantified sources of afferents to V1, including LGN (panel 1), V2 (panel 2), V4, and V5/MT (panel 3). rAAV2-retro-CAG-tdTomato vector alone or coupled with doxorubicin was infused at symmetrical locations in the left and right hemisphere of monkey V1. Transduced neurons were assessed six weeks later.
(B) Representative images of neuronal transduction at the injection site. Scale bar, 100 μm.
(C) Representative images of neuronal transduction in LGN. Transduced neurons from ROI (boxed in the upper image) were marked by white circles. Scale bar, 500 μm (upper), 25 μm (lower).
(D) Comparison of retrograde transport efficiency for LGN. Transduced cells were counted in sample sections taken every 120 μm across LGN.
(E) Representative images of neuronal transduction in V2. Upper image: whole coronal image (transduced cells are marked with red dots); Lower image: transduced neurons from ROI (boxed in the upper image) are marked by white circles. Scale bar, 5000 μm (upper), 25 μm (lower).
(F) Comparison of retrograde transport efficiency for V2.
(G) Representative images of neuronal transduction in V4 and MT. Middle image: whole coronal image of macaque brain (transduced cells are marked with red dots); top and bottom images: transduced neurons from ROIs of V4 and MT are marked by white circles. Scale bar, 5000 μm (middle), 25 μm (top and bottom).
(H and I) Comparison of retrograde transport efficiency for V4 and MT. In (F), (H), and (I), transduced cells were counted in regions of V2, V4, and MT within sample sections taken every 480 μm across the brain from posterior to anterior.
Discussion
With recent advances in vector engineering, rAAVs have proved highly suitable for in vivo gene transfer (Wang et al., 2019). Clinical trials of rAAV-based gene therapy have demonstrated clear therapeutic efficacy (Christine et al., 2019; Mendell et al., 2017; Mittermeyer et al., 2012). rAAV has also been a powerful tool for cell-type-specific gene modulation in many fields of basic neuroscience (Betley and Sternson, 2011).
However, rAAV still has recognized shortfalls, which include insufficient transduction in target tissues and tardiness of gene expression after transduction (Wang et al., 2019). Therefore, more efficient strategies for rapid onset and high-level transgene expression at lower doses are much to be desired for in vivo rAAV transduction. Here, we outline how the clinical pharmacological agent doxorubicin might be exploited to enhance the efficiency of transgene expression in a range of basic and therapeutic research applications across various combinations of rAAV serotype and experimental species.
Mechanism and time course of doxorubicin action
After infection of the host cell, the rAAV genome has to undergo several processes before transgene expression can occur, among which intracellular trafficking and second-strand DNA synthesis are two rate-limiting steps (Ferrari et al., 1996; Harbison et al., 2008). The action of doxorubicin—an inhibitor of topoisomerase II and DNA synthesis (Tacar et al., 2013)—to facilitate this process is therefore paradoxical. A clue may exist in the long-known finding that agents causing DNA damage, including ionizing radiation, have the same general capability as topoisomerase inhibitors to enhance the efficiency of rAAV transduction (Alexander et al., 1994; Kanazawa et al., 2001; Nicolson et al., 2016; Russell et al., 1995). This capability may, perhaps, be an indirect consequence of the cellular reaction to DNA damage: the “decoy” thesis posits that rAAV replication is normally restrained by DNA-damage response proteins, which become preferentially engaged in the work of DNA repair (Choi et al., 2006; Nicolson et al., 2016). Furthermore, doxorubicin may also promote viral nuclear entry through modulation of proteasome function (Yan et al., 2004). We embarked on a series of experiments testing the effect of doxorubicin upon transgene expression mediated by rAAV8 in cat cortex and observed a notable enhancement of transduction following doxorubicin treatment (Figure 1). Furthermore, doxorubicin enhanced the rapidity of cellular transduction by rAAV: we found that the time required for transgene expression to reach detection level decreased from around 7 days to 3 days, with a sustained increase of expression thereafter (Figures 1F and 5B). In short, we infer doxorubicin to have an intracellular action that favors the accrual of stable, dual-stranded AAV DNA as an “episome” within the cell nucleus; or, in other words, to increase the proportion of AAV genomes that come to transcription. This augments expression of the viral DNA, subject to any regulatory elements included within the vector genome. Subsequent investigation served to confirm the generality of this amplified transduction achievable with doxorubicin.
Universality of doxorubicin-mediated transduction enhancement
AAV has multiple serotypes with varying characteristics, and new AAV variants with superior efficacy continue to be developed through vector engineering approaches that essentially seek to 'fine-tune' the binding properties of the capsid to cell surface receptors (Wang et al., 2019). To examine the plurality of doxorubicin enhancement, we extended our study of rAAV8 to other AAV serotypes such as rAAV2 and rAAV-PhP.eB. Testing these different vector serotypes, we found that all three showed comparable, marked enhancement by doxorubicin, suggesting a serotype-general effect of doxorubicin upon rAAV transduction. For further substantiation, we extended our investigation across species and found that doxorubicin achieved similar levels of enhancement for transduction by rAAV-PhP.eB in the cortex of macaque monkey, and of the mouse, as it did in the cat (Figure 4).
In addition to species and serotype generality, we also evaluated whether doxorubicin perturbs the specificity of transgene expression across different cell types, either by interfering with the cell tropism of rAAV vectors or with the cell-specific regulation of transcription. Our experiments allowed us to compare the action of doxorubicin in conjunction with rAAV vectors carrying either the neuron-specific hSyn or the ubiquitous CAG promoter. Consistent with previous studies (Nathanson et al., 2009; Watakabe et al., 2015), we found a proclivity for transduction that cortical layer 4, characterized by smaller pyramids, showed minimal transduction with rAAV8 under the neuron-specific promoter (hSyn) and the greatest proportional increase with doxorubicin. Most importantly, with hSyn promoter, transgene expression with doxorubicin remained restricted to neurons (Figure 1D), giving no evidence of doxorubicin interference with cell-type specificity governed by promoters. With CAG promoter, we observed, as expected, additional expression of transgene by astrocytes; doxorubicin treatment induced a similar enhancement in both neurons and astrocytes but did not alter the negative status of microglia transduction (Figure S2). We therefore obtained no indication that doxorubicin can alter the fundamental tropism of an rAAV vector.
Given what is known of the molecular biology of doxorubicin action (reviewed above), the ensemble of our findings suggests the analogy to chemical catalysis: doxorubicin enhances the speed and level of transgene expression but does not affect the tropism for cell type (as governed by the capsid), nor alter the specificity of cellular expression (as governed by regulators of transcription). Hence, in principle, doxorubicin enhancement should prove a valuable strategy for optimizing rAAV transduction in many fields of research practice.
Absence of appreciable neurotoxicity at an effective clinical dosage
Cytotoxicity is the foremost concern prohibiting exogenous agents from in vivo application to promote rAAV transduction (Nicolson et al., 2016; Russell et al., 1995; Yan et al., 2004). As a chemotherapeutic drug, doxorubicin takes effect in cancer treatment by inhibiting cell proliferation and inducing apoptosis (Tacar et al., 2013). For non-dividing cells, such as neurons, there is less expectation of significant cytotoxicity (although cardiac tissues are known to be affected in high-dose schedules) (Maini et al., 1997). Direct delivery into the brain, rather than intravenous administration, restricts doxorubicin uptake to cells within the local injection area. Our in vivo dose-finding study found that doxorubicin significantly enhances rAAV transduction at a concentration of 1–10 μg/mL (or 1.72–17.2 μM) (Figure 2). At a concentration of 10 μg/mL, we detected little appreciable cytotoxicity: infected neurons maintained healthy morphology and function upon histological examination (Figures 1D and 2F) and in vivo imaging (Figures 5 and S4) at 7–30 days after injection. Further examinations revealed no apoptosis at the site of injection (Figure 3A), nor any inflammatory response (Figure 3B). At the behavioral level, our trial animals (mice) also presented normal locomotor activity (Figure 3D). This non-neurotoxic concentration of doxorubicin (2–17 μM) is within the 10–24 μM range of peak bloodstream plasma concentrations measured in humans following intravenous doxorubicin administration in clinical cancer chemotherapy (Mross et al., 1988). Furthermore, following direct injections into the cortex or other brain sites, the concentration will fall several-fold upon diffusion through neural tissues. Overall, these results confirm the feasibility of the use of doxorubicin to enhance rAAV transduction at a dosage effectively matching clinical practice.
How would doxorubicin-enhanced transduction work in practice?
Our approach mimics many research applications in seeking to transduce neurons at restricted cortical loci (Scanziani and Hausser, 2009). This includes induction of GCaMP6 for two-photon imaging of neural activity or a marker-like GFP to reveal efferent axon terminals or an effector such as ChR2 to allow optical stimulation of neural activity. Though there have been many successful applications of these methods, enhanced levels of transduction can only be to the advantage of the experimental goals. The demonstration of remote enhancement via retrograde transport upon rAAV2-retro further expands potential doxorubicin applications to neural circuit interrogation (Tervo et al., 2016). More importantly, for applications that seek to modulate extensive cortical regions (Eldridge et al., 2016), doxorubicin enhancement could make a strategic difference to the practicality and outcome of a research project, raising the ceiling for what is considered feasible.
Similar considerations arise for subcortical nuclei of large volume such as the putamen. This is particularly the case where the goal is to transduce as much tissue as possible, typically for therapeutic research relating to Parkinson disease. In a technical advance over previous work, the most recently completed clinical trial (Christine et al., 2019) employed a convection-enhanced delivery technique, infusing up to 900 μL to attain 20–40% coverage of the total putaminal volume. While the assessment of the therapeutic benefits of this treatment was positive, an enhancement of transduction efficiency—as achieved by coadministration of doxorubicin—should give additional benefit.
Comparable trials in primate models of Parkinson disease confirm that the principal cell type of the striatum, the medium spiny neuron (MSN), was transformed by rAAV transgenes (coding for dopamine synthesis enzymes) to acquire a dopaminergic function (Sehara et al., 2017). While no equivalent GABAergic projection neuron exists in the cortex, our evidence for general doxorubicin 'catalysis' of AAV transduction, coupled to previous study of rat striatum (Zhang et al., 2009), implies that doxorubicin would facilitate MSN transduction in human subjects.
Finally, systemic delivery via intravenous injection is also generally applied for gene delivery to the nervous system (Foust et al., 2009), and this route provides good safety and convenience, especially for clinical purposes. rAAV9 and several other AAV variants, including the one that we tested in macaque (rAAV-PHP.eB), have been derived specifically for this route to achieve efficient neural transduction within mammalian CNS (Chan et al., 2017; Dayton et al., 2012). However, this route requires substantially high vector load and faces the challenge of natural immunity (Mingozzi et al., 2007). The enhancement effect of doxorubicin upon transduction could provide great advantages: combined with blood-brain barrier opening techniques such as hyperosmotic mannitol or focused ultrasound (Alli et al., 2018; Fu and McCarty, 2016), it might benefit rAAV-based gene therapy of neurological diseases, e.g., to address acute conditions such as stroke, exploiting the speedier transgenic expression achievable with doxorubicin. Studies on animal models of stroke have demonstrated benefits from a variety of transgenes, typically administered by direct injection of rAAV, but prior to the experimental induction of ischemia (Lu et al., 2012; Sehara et al., 2018). The effective doubling of the rate of transduction achievable with doxorubicin could provide the key to unlock the clinical potential of transgenic therapy in such emergency contingencies.
In summary, our study has demonstrated that application of doxorubicin facilitates rAAV transduction in rodent, carnivore, and primate cerebral cortex. This enhancement of doxorubicin on rAAV takes effect at doses well below tolerance without detectable cytotoxicity to neural tissues. Our findings suggest a feasible strategy synergistic with ongoing vector system engineering to optimize rAAV transduction so to attain more rapid and more efficient transgene expression in vivo.
Limitations of the study
Recombinant AAVs have been widely adopted throughout the biomedical research community and are utilized by some of the most promising clinical and preclinical trials of gene therapy. While these applications of rAAV have yielded bountiful results, there is scarcely one of them that would not benefit—in terms of the speed, volume, or quality of data acquisition—from a simple method of enhancing the efficiency of transgene expression. That is precisely what we describe here, as the main goal of our study was to identify a chemotherapeutic agent—in this case a clinical anti-cancer drug, doxorubicin—for rapidly facilitating rAAV-mediated gene expression. There is, plainly, a vast number of potential rAAV vector serotype/promoter/host species combinations, and we have only directly investigated a small fraction of this space. Thus, our identification of a 'catalytic' action of doxorubicin (that is, free from any interaction with vector serotype, promoter, or host species) is presented as a viable (non-falsified) hypothesis as opposed to a verified universal principle. Also, as we have restricted our tests to mammalian cerebral cortex; similar action of doxorubicin in other CNS components (or vertebrate classes) remains a matter of inference. With regards to adverse effects, we have shown that a concentration of 10 μg/mL lacks neurotoxicity in cat cortex (and have some preliminary data suggesting a higher tolerance, up to 30 μg/mL, in mouse cortex); again, the threshold level might conceivably vary across species or CNS components, and further toxicity assessment in primates would be in order. Finally, it is worth repeating that the molecular mechanism by which doxorubicin facilitates rAAV expression was beyond the scope of our study and persists to be unknown; widespread adoption of this technique for multiple applications across several fields of basic and applied biomedical research should incentivize such research and potentially identify still more potent and/or less toxic agents for enhancing transgene expression.
Resource availability
Lead contact
Information and requests for resources should be addressed to the lead contact, Dr. Wei Wang (w.wang@ion.ac.cn).
Materials availability
All unique resources generated in this study are available upon reasonable request to lead contact.
Data and code availability
No unique code was generated in this study.
Methods
All methods can be found in the accompanying transparent methods supplemental file.
Acknowledgments
This work was supported by the Strategic Priority Research Program of Chinese Academy of Sciences, Grant No. XDB 32060200 (to W.W.); Shanghai Municipal Science and Technology Major Project, Grant No. 2018SHZDZX05 (to W.W.); and National Natural Science Foundation of China, Grant No. 31861143032 (to W.W.). National Key Research and Development Program of China, Grant No. 2020YFA0112703 (to J.W.).
Author contributions
Conceptualization, W.W.; investigation, H.G., N.Y., Z.S., and C.T.; resources, L.Q., Y.L., I.M.A., S.Z., J.W., and H.Y.; formal analysis, H.G.; writing – original draft, H.G.; writing – review & editing, H.G., W.W., and S.S.
Declaration of interests
The authors declare no competing interests.
Published: June 25, 2021
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.isci.2021.102685.
Supporting citations
The following references appear in the supplemental information: Markov et al. (2011); Saleem and Logothetis, (2007); Seibenhener and Wooten, (2015).
Supplemental information
References
- Alexander I.E., Russell D.W., Miller A.D. DNA-damaging agents greatly increase the transduction of nondividing cells by adeno-associated virus vectors. J. Virol. 1994;68:8282–8287. doi: 10.1128/jvi.68.12.8282-8287.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Alli S., Figueiredo C.A., Golbourn B., Sabha N., Wu M.Y., Bondoc A., Luck A., Coluccia D., Maslink C., Smith C. Brainstem blood brain barrier disruption using focused ultrasound: a demonstration of feasibility and enhanced doxorubicin delivery. J. Control. Release. 2018;281:29–41. doi: 10.1016/j.jconrel.2018.05.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Angelucci A., Sainsbury K. Contribution of feedforward thalamic afferents and corticogeniculate feedback to the spatial summation area of macaque V1 and LGN. J. Comp. Neurol. 2006;498:330–351. doi: 10.1002/cne.21060. [DOI] [PubMed] [Google Scholar]
- Attinger A., Wang B., Keller G.B. Visuomotor coupling shapes the functional development of mouse visual cortex. Cell. 2017;169:1291–1302.e1214. doi: 10.1016/j.cell.2017.05.023. [DOI] [PubMed] [Google Scholar]
- Betley J.N., Sternson S.M. Adeno-associated viral vectors for mapping, monitoring, and manipulating neural circuits. Hum. Gene Ther. 2011;22:669–677. doi: 10.1089/hum.2010.204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bigotte L., Olsson Y. Retrograde transport of doxorubicin (adriamycin) in peripheral nerves of mice. Neurosci. Lett. 1982;32:217–221. doi: 10.1016/0304-3940(82)90296-8. [DOI] [PubMed] [Google Scholar]
- Broekman M.L.D., Comer L.A., Hyman B.T., Siena-Esteves M. Adeno-associated virus vectors serotyped with AAV8 capsid are more efficient than AAV-1 or-2 serotypes for widespread gene delivery to the neonatal mouse brain. Neuroscience. 2006;138:501–510. doi: 10.1016/j.neuroscience.2005.11.057. [DOI] [PubMed] [Google Scholar]
- Cahalan M.D., Parker I. Choreography of cell motility and interaction dynamics imaged by two-photon microscopy in lymphoid organs. Annu. Rev. Immunol. 2008;26:585–626. doi: 10.1146/annurev.immunol.24.021605.090620. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chan K.Y., Jang M.J., Yoo B.B., Greenbaum A., Ravi N., Wu W.L., Sanchez-Guardado L., Lois C., Mazmanian S.K., Deverman B.E. Engineered AAVs for efficient noninvasive gene delivery to the central and peripheral nervous systems. Nat. Neurosci. 2017;20:1172–1179. doi: 10.1038/nn.4593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Choi V.W., McCarty D.M., Samulski R.J. Host cell DNA repair pathways in adeno-associated viral genome processing. J. Virol. 2006;80:10346–10356. doi: 10.1128/JVI.00841-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Christine C.W., Bankiewicz K.S., Van Laar A.D., Richardson R.M., Ravina B., Kells A.P., Boot B., Martin A.J., Nutt J., Thompson M.E. Magnetic resonance imaging-guided phase 1 trial of putaminal AADC gene therapy for Parkinson's disease. Ann. Neurol. 2019;85:704–714. doi: 10.1002/ana.25450. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dayton R.D., Wang D.B., Klein R.L. The advent of AAV9 expands applications for brain and spinal cord gene delivery. Expert Opin. Biol. Ther. 2012;12:757–766. doi: 10.1517/14712598.2012.681463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Detrait E.R., Bowers W.J., Halterman M.W., Giuliano R.E., Bennice L., Federoff H.J., Richfield E.K. Reporter gene transfer induces apoptosis in primary cortical neurons. Mol. Ther. 2002;5:723–730. doi: 10.1006/mthe.2002.0609. [DOI] [PubMed] [Google Scholar]
- Deverman B.E., Pravdo P.L., Simpson B.P., Kumar S.R., Chan K.Y., Banerjee A., Wu W.L., Yang B., Huber N., Pasca S.P. Cre-dependent selection yields AAV variants for widespread gene transfer to the adult brain. Nat. Biotechnol. 2016;34:204–209. doi: 10.1038/nbt.3440. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deverman B.E., Ravina B.M., Bankiewicz K.S., Paul S.M., Sah D.W.Y. Gene therapy for neurological disorders: progress and prospects. Nat. Rev. Drug Discov. 2018;17:641–659. doi: 10.1038/nrd.2018.110. [DOI] [PubMed] [Google Scholar]
- Diester I., Kaufman M.T., Mogri M., Pashaie R., Goo W., Yizhar O., Ramakrishnan C., Deisseroth K., Shenoy K.V. An optogenetic toolbox designed for primates. Nat. Neurosci. 2011;14:387–397. doi: 10.1038/nn.2749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eldridge M.A., Lerchner W., Saunders R.C., Kaneko H., Krausz K.W., Gonzalez F.J., Ji B., Higuchi M., Minamimoto T., Richmond B.J. Chemogenetic disconnection of monkey orbitofrontal and rhinal cortex reversibly disrupts reward value. Nat. Neurosci. 2016;19:37–39. doi: 10.1038/nn.4192. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ferrari F.K., Samulski T., Shenk T., Samulski R.J. Second-strand synthesis is a rate-limiting step for efficient transduction by recombinant adeno-associated virus vectors. J. Virol. 1996;70:3227–3234. doi: 10.1128/jvi.70.5.3227-3234.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fisher K.J., Gao G.P., Weitzman M.D., DeMatteo R., Burda J.F., Wilson J.M. Transduction with recombinant adeno-associated virus for gene therapy is limited by leading-strand synthesis. J. Virol. 1996;70:520–532. doi: 10.1128/jvi.70.1.520-532.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Foust K.D., Nurre E., Montgomery C.L., Hernandez A., Chan C.M., Kaspar B.K. Intravascular AAV9 preferentially targets neonatal neurons and adult astrocytes. Nat. Biotechnol. 2009;27:59–65. doi: 10.1038/nbt.1515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fu H.Y., McCarty D.M. Crossing the blood-brain-barrier with viral vectors. Curr. Opin. Virol. 2016;21:87–92. doi: 10.1016/j.coviro.2016.08.006. [DOI] [PubMed] [Google Scholar]
- Gao G.P., Alvira M.R., Wang L., Calcedo R., Johnston J., Wilson J.M. Novel adeno-associated viruses from rhesus monkeys as vectors for human gene therapy. Proc. Natl. Acad. Sci. U S A. 2002;99:11854–11859. doi: 10.1073/pnas.182412299. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gilkes J.A., Bloom M.D., Heldermon C.D. Preferred transduction with AAV8 and AAV9 via thalamic administration in the MPS IIIB model: a comparison of four rAAV serotypes. Mol. Genet. Metab. Rep. 2016;6:48–54. doi: 10.1016/j.ymgmr.2015.11.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hadaczek P., Eberling J.L., Pivirotto P., Bringas J., Forsayeth J., Bankiewicz K.S. Eight years of clinical improvement in MPTP-lesioned primates after gene therapy with AAV2-hAADC. Mol. Ther. 2010;18:1458–1461. doi: 10.1038/mt.2010.106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harbison C.E., Chiorini J.A., Parrish C.R. The parvovirus capsid odyssey: from the cell sur face to the nucleus. Trends Microbiol. 2008;16:208–214. doi: 10.1016/j.tim.2008.01.012. [DOI] [PubMed] [Google Scholar]
- Hudry E., Vandenberghe L.H. Therapeutic AAV gene transfer to the nervous system: a clinical reality. Neuron. 2019;101:839–862. doi: 10.1016/j.neuron.2019.02.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hwu W.L., Muramatsu S., Tseng S.H., Tzen K.Y., Lee N.C., Chien Y.H., Snyder R.O., Byrne B.J., Tai C.H., Wu R.M. Gene therapy for aromatic L-amino acid decarboxylase deficiency. Sci. Transl. Med. 2012;4:134ra161. doi: 10.1126/scitranslmed.3003640. [DOI] [PubMed] [Google Scholar]
- Iacaruso M.F., Gasler I.T., Hofer S.B. Synaptic organization of visual space in primary visual cortex. Nature. 2017;547:449–452. doi: 10.1038/nature23019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ju N.S., Jiang R.D., Macknik S.L., Martinez-Conde S., Tang S.M. Long-term all-optical interrogation of cortical neurons in awake-behaving nonhuman primates. Plos Biol. 2018;16:17. doi: 10.1371/journal.pbio.2005839. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kanazawa T., Urabe M., Mizukami H., Okada T., Kume A., Nishino H., Monahan J., Kitamura K., Ichimura K., Ozawa K. Gamma-rays enhance rAAV-mediated transgene expression and cytocidal effect of AAV-HSVtk/ganciclovir on cancer cells. Cancer Gene Ther. 2001;8:99–106. doi: 10.1038/sj.cgt.7700282. [DOI] [PubMed] [Google Scholar]
- Kaplitt M.G., Leone P., Samulski R.J., Xiao X., Pfaff D.W., O'Malley K.L., During M.J. Long-term gene expression and phenotypic correction using adeno-associated virus vectors in the mammalian brain. Nat. Genet. 1994;8:148–154. doi: 10.1038/ng1094-148. [DOI] [PubMed] [Google Scholar]
- Kennedy H., Bullier J. A double-labeling investigation of the afferent connectivity to cortical areas V1 and V2 of the macaque monkey. J. Neurosci. 1985;5:2815–2830. doi: 10.1523/JNEUROSCI.05-10-02815.1985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klein R.L., Dayton R.D., Leidenheimer N.J., Jansen K., Golde T.E., Zweig R.M. Efficient neuronal gene transfer with AAV8 leads to neurotoxic levels of tau or green fluorescent proteins. Mol. Ther. 2006;13:517–527. doi: 10.1016/j.ymthe.2005.10.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koda L.Y., Van der Kooy D. Doxorubicin: a fluorescent neurotoxin retrogradely transported in the central nervous system. Neurosci. Lett. 1983;36:1–8. doi: 10.1016/0304-3940(83)90476-7. [DOI] [PubMed] [Google Scholar]
- Krol A., Feng G.P. Windows of opportunity: timing in neurodevelopmental disorders. Curr. Opin. Neurobiol. 2018;48:59–63. doi: 10.1016/j.conb.2017.10.014. [DOI] [PubMed] [Google Scholar]
- Lu H., Wang Y., He X., Yuan F., Lin X., Xie B., Tang G., Huang J., Tang Y., Jin K. Netrin-1 hyperexpression in mouse brain promotes angiogenesis and long-term neurological recovery after transient focal ischemia. Stroke. 2012;43:838–843. doi: 10.1161/STROKEAHA.111.635235. [DOI] [PubMed] [Google Scholar]
- Maes M.E., Colombo G., Schulz R., Siegert S. Targeting microglia with lentivirus and AAV: recent advances and remaining challenges. Neurosci. Lett. 2019;707:134310. doi: 10.1016/j.neulet.2019.134310. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maheshri N., Koerber J.T., Kaspar B.K., Schaffer D.V. Directed evolution of adeno-associated virus yields enhanced gene delivery vectors. Nat. Biotechnol. 2006;24:198–204. doi: 10.1038/nbt1182. [DOI] [PubMed] [Google Scholar]
- Maini C.L., Sciuto R., Ferraironi A., Vici P., Tofani A., Festa A., Conti F., Lopez M. Clinical relevance of radionuclide angiography and antimyosin immunoscintigraphy for risk assessment in epirubicin cardiotoxicity. J. Nucl. Cardiol. 1997;4:502–508. doi: 10.1016/s1071-3581(97)90008-8. [DOI] [PubMed] [Google Scholar]
- Markov N.T., Misery P., Falchier A., Lamy C., Vezoli J., Quilodran R., Gariel M.A., Giroud P., Ercsey-Ravasz M., Pilaz L.J. Weight consistency specifies regularities of macaque cortical networks. Cereb. Cortex. 2011;21:1254–1272. doi: 10.1093/cercor/bhq201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Masamizu Y., Okada T., Ishibashi H., Takeda S., Yuasa S., Nakahara K. Efficient gene transfer into neurons in monkey brain by adeno-associated virus 8. Neuroreport. 2010;21:447–451. doi: 10.1097/WNR.0b013e328338ba00. [DOI] [PubMed] [Google Scholar]
- McCarty D.M., Fu H., Monahan P.E., Toulson C.E., Naik P., Samulski R.J. Adeno-associated virus terminal repeat (TR) mutant generates self-complementary vectors to overcome the rate-limiting step to transduction in vivo. Gene Ther. 2003;10:2112–2118. doi: 10.1038/sj.gt.3302134. [DOI] [PubMed] [Google Scholar]
- Mendell J.R., Al-Zaidy S., Shell R., Arnold W.D., Rodino-Klapac L.R., Prior T.W., Lowes L., Alfano L., Berry K., Church K. Single-dose gene-replacement therapy for spinal muscular atrophy. New Engl. J. Med. 2017;377:1713–1722. doi: 10.1056/NEJMoa1706198. [DOI] [PubMed] [Google Scholar]
- Mingozzi F., Maus M.V., Hui D.J., Sabatino D.E., Murphy S.L., Rasko J.E.J., Ragni M.V., Manno C.S., Sommer J., Jiang H.Y. CD8+ T-cell responses to adeno-associated virus capsid in humans. Nat. Med. 2007;13:419–422. doi: 10.1038/nm1549. [DOI] [PubMed] [Google Scholar]
- Mittermeyer G., Christine C.W., Rosenbluth K.H., Baker S.L., Starr P., Larson P., Kaplan P.L., Forsayeth J., Aminoff M.J., Bankiewicz K.S. Long-term evaluation of a phase 1 study of AADC gene therapy for Parkinson's disease. Hum. Gene Ther. 2012;23:377–381. doi: 10.1089/hum.2011.220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Monahan P.E., Sun J., Gui T., Hu G., Hannah W.B., Wichlan D.G., Wu Z., Grieger J.C., Li C., Suwanmanee T. Employing a gain-of-function factor IX variant R338L to advance the efficacy and safety of hemophilia B human gene therapy: preclinical evaluation supporting an ongoing adeno-associated virus clinical trial. Hum. Gene Ther. 2015;26:69–81. doi: 10.1089/hum.2014.106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mross K., Maessen P., Vandervijgh W.J.F., Gall H., Boven E., Pinedo H.M. Pharmacokinetics and metabolism of epidoxorubicin and doxorubicin in humans. J. Clin. Oncol. 1988;6:517–526. doi: 10.1200/JCO.1988.6.3.517. [DOI] [PubMed] [Google Scholar]
- Nathanson J.L., Yanagawa Y., Obata K., Callaway E.M. Preferential labeling of inhibitory and excitatory cortical neurons by endogenous tropism of adeno-associated virus and lentivirus vectors. Neuroscience. 2009;161:441–450. doi: 10.1016/j.neuroscience.2009.03.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nicolson S.C., Li C.W., Hirsch M.L., Setola V., Samulski R.J. Identification and validation of small molecules that enhance recombinant adeno-associated virus transduction following high-throughput screens. J. Virol. 2016;90:7019–7031. doi: 10.1128/JVI.02953-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oligschlager S., Xu T., Baczkowski B.M., Falkiewicz M., Falchier A., Linn G., Margulies D.S. Gradients of connectivity distance in the cerebral cortex of the macaque monkey. Brain Struct. Funct. 2019;224:925–935. doi: 10.1007/s00429-018-1811-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parekh R., Ascoli G.A. Neuronal morphology goes digital: a research hub for cellular and system neuroscience. Neuron. 2013;77:1017–1038. doi: 10.1016/j.neuron.2013.03.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peel A.L., Zolotukhin S., Schrimsher G.W., Muzyczka N., Reier P.J. Efficient transduction of green fluorescent protein in spinal cord neurons using adeno-associated virus vectors containing cell type-specific promoters. Gene Ther. 1997;4:16–24. doi: 10.1038/sj.gt.3300358. [DOI] [PubMed] [Google Scholar]
- Perkel D.J., Bullier J., Kennedy H. Topography of the afferent connectivity of area 17 in the macaque monkey: a double-labelling study. J. Comp. Neurol. 1986;253:374–402. doi: 10.1002/cne.902530307. [DOI] [PubMed] [Google Scholar]
- Rabinowitz J.E., Bowles D.E., Faust S.M., Ledford J.G., Cunningham S.E., Samulski R.J. Cross-dressing the virion: the transcapsidation of adeno-associated virus serotypes functionally defines subgroups. J. Virol. 2004;78:4421–4432. doi: 10.1128/JVI.78.9.4421-4432.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ran F.A., Cong L., Yan W.X., Scott D.A., Gootenberg J.S., Kriz A.J., Zetsche B., Shalem O., Wu X.B., Makarova K.S. In vivo genome editing using Staphylococcus aureus Cas9. Nature. 2015;520:186–U198. doi: 10.1038/nature14299. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rockland K.S., Pandya D.N. Laminar origins and terminations of cortical connections of the occipital lobe in the rhesus monkey. Brain Res. 1979;179:3–20. doi: 10.1016/0006-8993(79)90485-2. [DOI] [PubMed] [Google Scholar]
- Rockland K.S., Virga A. Terminal arbors of individual "feedback" axons projecting from area V2 to V1 in the macaque monkey: a study using immunohistochemistry of anterogradely transported Phaseolus vulgaris-leucoagglutinin. J. Comp. Neurol. 1989;285:54–72. doi: 10.1002/cne.902850106. [DOI] [PubMed] [Google Scholar]
- Rubart M. Two-photon microscopy of cells and tissue. Circ. Res. 2004;95:1154–1166. doi: 10.1161/01.RES.0000150593.30324.42. [DOI] [PubMed] [Google Scholar]
- Russell D.W., Alexander I.E., Miller A.D. DNA synthesis and topoisomerase inhibitors increase transduction by adeno-associated virus vectors. Proc. Natl. Acad. Sci. U S A. 1995;92:5719–5723. doi: 10.1073/pnas.92.12.5719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saleem K.S., Logothetis N. Academic; 2007. A Combined MRI and Histology Atlas of the Rhesus Monkey Brain in Stereotaxic Coordinates. [Google Scholar]
- Sauter K.A.D., Wood L.J., Wong J., Iordanov M., Magun B.E. Doxorubicin and daunorubicin induce processing and release of interleukin-1 beta through activation of the NLRP3 inflammasome. Cancer Biol. Ther. 2011;11:1008–1016. doi: 10.4161/cbt.11.12.15540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scanziani M., Hausser M. Electrophysiology in the age of light. Nature. 2009;461:930–939. doi: 10.1038/nature08540. [DOI] [PubMed] [Google Scholar]
- Sehara Y., Fujimoto K.I., Ikeguchi K., Katakai Y., Ono F., Takino N., Ito M., Ozawa K., Muramatsu S.I. Persistent expression of dopamine-synthesizing enzymes 15 Years after gene transfer in a primate model of Parkinson's disease. Hum. Gene Ther. Clin. Dev. 2017;28:74–79. doi: 10.1089/humc.2017.010. [DOI] [PubMed] [Google Scholar]
- Sehara Y., Inaba T., Urabe T., Kurosaki F., Urabe M., Kaneko N., Shimazaki K., Kawai K., Mizukami H. Survivin overexpression via adeno-associated virus vector Rh10 ameliorates ischemic damage after middle cerebral artery occlusion in rats. Eur. J. Neurosci. 2018;48:3466–3476. doi: 10.1111/ejn.14169. [DOI] [PubMed] [Google Scholar]
- Seibenhener M.L., Wooten M.C. Use of the Open Field Maze to measure locomotor and anxiety-like behavior in mice. J. Vis. Exp. 2015:e52434. doi: 10.3791/52434. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seidemann E., Chen Y., Bai Y., Chen S.C., Mehta P., Kajs B.L., Geisler W.S., Zemelman B.V. Calcium imaging with genetically encoded indicators in behaving primates. Elife. 2016;5:e16178. doi: 10.7554/eLife.16178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shimazaki K., Urabe M., Monahan J., Ozawa K., Kawai N. Adeno-associated virus vector-mediated bcl-2 gene transfer info post-ischemic gerbil brain in vivo: prospects for gene therapy of ischemia-induced neuronal death. Gene Ther. 2000;7:1244–1249. doi: 10.1038/sj.gt.3301211. [DOI] [PubMed] [Google Scholar]
- Sishi B.J.N., Loos B., van Rooyen J., Engelbrecht A.M. Doxorubicin induces protein ubiquitination and inhibits proteasome activity during cardiotoxicity. Toxicology. 2013;309:23–29. doi: 10.1016/j.tox.2013.04.016. [DOI] [PubMed] [Google Scholar]
- Srivastava A. In vivo tissue-tropism of adeno-associated viral vectors. Curr. Opin. Virol. 2016;21:75–80. doi: 10.1016/j.coviro.2016.08.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sun S., Schaffer D.V. Engineered viral vectors for functional interrogation, deconvolution, and manipulation of neural circuits. Curr. Opin. Neurobiol. 2018;50:163–170. doi: 10.1016/j.conb.2017.12.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Svoboda K., Yasuda R. Principles of two-photon excitation microscopy and its applications to neuroscience. Neuron. 2006;50:823–839. doi: 10.1016/j.neuron.2006.05.019. [DOI] [PubMed] [Google Scholar]
- Tacar O., Sriamornsak P., Dass C.R. Doxorubicin: an update on anticancer molecular action, toxicity and novel drug delivery systems. J. Pharm. Pharmacol. 2013;65:157–170. doi: 10.1111/j.2042-7158.2012.01567.x. [DOI] [PubMed] [Google Scholar]
- Tervo D.G.R., Hwang B.Y., Viswanathan S., Gaj T., Lavzin M., Ritola K.D., Lindo S., Michael S., Kuleshova E., Ojala D. A designer AAV variant permits efficient retrograde Access to projection neurons. Neuron. 2016;92:372–382. doi: 10.1016/j.neuron.2016.09.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tian L., Hires S.A., Mao T., Huber D., Chiappe M.E., Chalasani S.H., Petreanu L., Akerboom J., McKinney S.A., Schreiter E.R. Imaging neural activity in worms, flies and mice with improved GCaMP calcium indicators. Nat. Methods. 2009;6:875–881. doi: 10.1038/nmeth.1398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vela J.M., Yanez A., Gonzalez B., Castellano B. Time course of proliferation and elimination of microglia/macrophages in different neurodegenerative conditions. J. Neurotrauma. 2002;19:1503–1520. doi: 10.1089/089771502320914723. [DOI] [PubMed] [Google Scholar]
- Vite C.H., Passini M.A., Haskins M.E., Wolfe J.H. Adeno-associated virus vector-mediated transduction in the cat brain. Gene Ther. 2003;10:1874–1881. doi: 10.1038/sj.gt.3302087. [DOI] [PubMed] [Google Scholar]
- Wang D., Tai P.W.L., Gao G.P. Adeno-associated virus vector as a platform for gene therapy delivery. Nat. Rev. Drug Discov. 2019;18:358–378. doi: 10.1038/s41573-019-0012-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang X.J., Kennedy H. Brain structure and dynamics across scales: in search of rules. Curr. Opin. Neurobiol. 2016;37:92–98. doi: 10.1016/j.conb.2015.12.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Watakabe A., Ohtsuka M., Kinoshita M., Takaji M., Isa K., Mizukami H., Ozawa K., Isa T., Yamamori T. Comparative analyses of adeno-associated viral vector serotypes 1, 2, 5, 8 and 9 in marmoset, mouse and macaque cerebral cortex. Neurosci. Res. 2015;93:144–157. doi: 10.1016/j.neures.2014.09.002. [DOI] [PubMed] [Google Scholar]
- Weller R.E., Kaas J.H. Retinotopic pattern of connections of area 17 with visual areas V-II and MT in macaque monkeys. J. Comp. Neurol. 1983;220:253–279. doi: 10.1002/cne.902200302. [DOI] [PubMed] [Google Scholar]
- Yan Z.Y., Zak R., Zhang Y.L., Ding W., Godwin S., Munson K., Peluso R., Engelhardt J.F. Distinct classes of proteasome-modulating agents cooperatively augment recombinant adeno-associated virus type 2 and type 5-mediated transduction from the apical surfaces of human airway epithelia. J. Virol. 2004;78:2863–2874. doi: 10.1128/JVI.78.6.2863-2874.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang L., Jiang J., Drouin L.M., Agbandje-McKenna M., Chen C., Qiao C., Pu D., Hu X., Wang D.Z., Li J. A myocardium tropic adeno-associated virus (AAV) evolved by DNA shuffling and in vivo selection. Proc. Natl. Acad. Sci. U S A. 2009;106:3946–3951. doi: 10.1073/pnas.0813207106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang S., Xu M., Chang W.-C., Ma C., Hoang Do J.P., Jeong D., Lei T., Fan J.L., Dan Y. Organization of long-range inputs and outputs of frontal cortex for top-down control. Nat. Neurosci. 2016;19:1733–1742. doi: 10.1038/nn.4417. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang S.H., Wu J.H., Wu X.B., Xu P., Tian Y.H., Yi M.Y., Liu X.J., Dong X.Y., Wolf F., Li C.Y. Enhancement of rAAV2-mediated transgene expression in retina cells in vitro and in vivo by coadministration of low-dose chemotherapeutic drugs. Invest. Ophthalmol. Vis. Sci. 2012;53:2675–2684. doi: 10.1167/iovs.11-8856. [DOI] [PubMed] [Google Scholar]
- Zhang T., Hu J., Ding W., Wang X.M. Doxorubicin augments rAAV-2 transduction in rat neuronal cells. Neurochem. Int. 2009;55:521–528. doi: 10.1016/j.neuint.2009.05.005. [DOI] [PubMed] [Google Scholar]
- Zhong L., Li B., Mah C.S., Govindasamy L., Agbandje-McKenna M., Cooper M., Herzog R.W., Zolotukhin I., Warrington K.H., Jr., Weigel-Van Aken K.A. Next generation of adeno-associated virus 2 vectors: point mutations in tyrosines lead to high-efficiency transduction at lower doses. Proc. Natl. Acad. Sci. U S A. 2008;105:7827–7832. doi: 10.1073/pnas.0802866105. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
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