Abstract
Ocular neovascularization is a common pathology associated with human eye diseases e.g. age-related macular degeneration and proliferative diabetic retinopathy. Blindness represents one of the most feared disabilities and remains a major burden to health-care systems. Current approaches to treat ocular neovascularisation include laser photocoagulation, photodynamic therapy and anti-VEGF therapies: Ranibizumab (Lucentis) and Aflibercept (Eylea). However, high clinical costs, frequent intraocular injections, and increased risk of infections are challenges related with these standards of care. Thus, there is a clinical need to develop more effective drugs that overcome these challenges. Here, we focus on an alternative approach by quantifying the in vivo anti-angiogenic efficacy of combinations of phosphatidylinositol-3-kinase (PI3K) pathway inhibitors. The PI3K/AKT/mTOR pathway is a complex signalling pathway involved in crucial cellular functions such as cell proliferation, migration and angiogenesis. RT-PCR confirms the expression of PI3K target genes (pik3ca, pik3r1, mtor and akt1) in zebrafish trunks from 6 hours post fertilisation (hpf) and in eyes from 2 days post fertilisation (dpf). Using both the zebrafish intersegmental vessel and hyaloid vessel assays to measure the in vivo anti-angiogenic efficacy of PI3K/Akt/mTOR pathway inhibitors, we identified 5 µM combinations of i) NVP-BEZ235 (dual PI3K-mTOR inhibitor) + PI-103 (dual PI3K-mTOR inhibitor); or ii) LY-294002 (pan-PI3K inhibitor) + NVP-BEZ235; or iii) NVP-BEZ235 + rapamycin (mTOR inhibitor); or iv) LY-294002 + rapamycin as the most anti-angiogenic. Treatment of developing larvae from 2–5 dpf with 5 µM NVP-BEZ235 plus PI-103 resulted in an essentially intact ocular morphology and visual behaviour, whereas other combinations severely disrupted the developing retinal morphology and visual function. In human ARPE19 retinal pigment epithelium cells, however, no significant difference in cell number was observed following treatment with the inhibitor combinations. Collectively, these results highlight the potential of combinations of PI3K/AKT/mTOR pathway inhibitors to safely and effectively treat ocular neovascularization.
Introduction
Angiogenesis, the development of new blood vessels from pre-existing vessels, is a cascade of tightly regulated events necessary for several physiological processes such as organ regeneration, female reproductive cycle and repair of damaged tissues [1]. By contrast, aberrant angiogenesis is apparent in pathologies including chronic inflammation, rheumatoid arthritis, tumour growth and psoriasis [2]. In relation to the eye, development of abnormal retinal or choroidal vasculatures and vascular leakage are common phenomenon in prevalent diseases including proliferative diabetic retinopathy (PDR), wet age-related macular degeneration (AMD) and diabetic macular oedema (DMO).
Wet AMD is a condition characterized by choroidal neovascularization (CNV), damage to the retinal pigment epithelium (RPE) and loss of overlying photoreceptors underneath the macula as a result of angiogenesis and oedema from the choroidal vasculature [3], [4]. In PDR, retinal vessels proliferate and can lead to blood leakage into the vitreous (vitreous haemorrhage), retinal swelling (macula edema), and scar tissue leading to retinal detachment.
PDR and wet AMD are responsible for ∼4.89 million and ∼1.51 million cases, respectively, of visual disability and irreversible blindness worldwide [5]. In addition, these complications represent a substantial health burden to the patients, caregivers, health-care system and the economy. In 2007, Preventing Blindness America reported that the direct medical costs of DR and AMD in the US alone, stands at ∼$490 and $570 million, respectively. Although different in aetiology, the aforementioned diseases share common cardinal features: vessel permeability, angiogenesis, inflammation and neurodegeneration. Elevated vascular endothelial growth factor (VEGF) is one of the pathological drivers [6], [7]. Current anti-VEGF therapies for ocular neovascularization include Ranibizumab (Lucentis), a monoclonal antibody fragment [8], [9], Aflibercept (Eylea), a recombinant decoy protein [10], or off-label Bevacizumab (Avastin), a full-length monoclonal antibody [11].
Despite the therapeutic benefits of anti-VEGF biologicals in some patients, rapid drug clearance impedes long-term visual improvements in others [12], [13]. Thus, patients require frequent in-clinic injections of anti-VEGFs into the vitreous of the eye. This standard of care is associated with a high clinical cost, limited patient independence and an increased risk of infection, endophthalmitis, retinal detachment or cataracts [14], [15]. A complementary strategy to circumvent these disadvantages is to develop small molecule, VEGF-independent inhibitors. These could reduce the frequency of intravitreal injections if delivered topically or as sustained release implants.
The phosphatidylinositol 3-kinase (PI3K)/Akt/mammalian target of rapamycin (mTOR) signalling pathway is a candidate therapeutic target for angiogenesis [16], [17]. The PI3K family are closely related lipid kinases regulating cell metabolism, growth, survival, migration and angiogenesis [18], [19]. PI3K family members are sub-classified based on structural features and substrate specificity. Class 1A enzymes form heterodimeric proteins composed of one of three closely related catalytic subunits: (p110α [PIK3CA], p110β [PIK3CB] or p110δ [PIK3CD); associated with p85/p50/p55 regulatory subunit [20], [21]. Class 1B PI3K comprise of the p110γ catalytic subunit associated with a p85 regulatory subunit [22], [21]. The activation of PI3K via receptor tyrosine kinases (RTKs), RAS or G-protein coupled receptors (GPCRs) initiates the recruitment of PI3K subunits at the plasma membrane, facilitating the phosphorylation of phosphatidylinositol 4,5-biphosphate (PIP2) to generate the second messenger phosphatidylinositol-3,4,5-triphosphate (PIP3). The activity of PIP3 is tightly regulated by phosphatase and tensin homologue deleted on chromosome 10 (PTEN). PIP3 triggers the activation of downstream signalling components including AKT which transduces signals to downstream effectors such as FOXO, BAD, glycogen synthase kinase-3 beta (GSK-3β) and mammalian target of rapamycin complex 1 (mTORC1), modulating a host of cellular processes [23].
Given that PI3K/Akt/mTOR pathway drugs have successfully progressed into clinical use for human cancer, similar drugs may have clinical utility in ocular neovascularization [18], [24], [25], [26]. Indeed, the mTOR inhibitors Palomid 529 and Sirolimus (Rapamycin) have progressed to clinical trial for neovascular AMD and diabetic macular oedema, respectively [27], [28]. Thus, the PI3K signalling pathway is an alternative or adjunct target to treat ocular neovascularization.
Drug combinations can produce additive, synergistic or antagonistic effects when a combination produces an effect equal to (additive), greater than (syngergistic), or less than (antagonistic) the sum of the individual drugs [29], [30]. The primary aim of combination therapy is to enhance efficacy, overcome resistance and reduce adverse effects. Based on the extensive molecular interactions within the PI3K/Akt/mTOR pathway, we hypothesised that concurrently inhibiting multiple nodes within the pathway would enhance the anti-angiogenic efficacy of PI3K pathway inhibitors in vivo [21].
The zebrafish (Danio rerio) has emerged as an effective model for evaluating the efficacy of anti-angiogenic agents [31]. The complexity of the zebrafish vasculature is akin to that seen in mammals [32]. Also, high fecundity and rapid development permits efficient, cost-effective compound screening in vivo. The small size of the zebrafish embryos facilitates drug administration and enables survival to 3–4 dpf without a functioning vasculature [31]. Finally, the optical clarity of the zebrafish vasculature coupled with transgenic lines fluorescently labelling the vascular endothelium has trivialised the analysis of intersegmental and hyaloid vasculature development [33], [34], [17].
Here, using zebrafish, we quantify the in vivo anti-angiogenic efficacy and safety of a series of commercially available PI3K/AKT/mTOR pathway inhibitors given alone or in combination. We determined that treatment of developing larvae with specific inhibitor combinations: i) significantly inhibited developmental angiogenesis, ii) exhibited an anti-angiogenic efficacy ∼2 fold higher than the calculated additive effect and iii) did not pronouncedly alter ocular morphology or visual behaviour.
Methods & Materials
Ethics Statement
All experiments were performed in accordance with ethical exemption approval granted by the UCD animal research ethics committee.
Zebrafish husbandry
Adult zebrafish (Danio rerio) were raised and maintained at 28°C on a 14 h light/10 h dark cycle according to standard procedures [35]. Embryos were obtained through natural spawning and staged by time and morphological criteria [36]. This study utilized transgenic Tg(fli1:EGFP) [33] and wild-type Tubingen (Tu) strains of zebrafish.
Drug treatment
Embryos were placed 5 per well in 48-well plates containing 400 µl of embryo medium/0.1% DMSO. Test compounds were added directly to the embryo medium. For intersegmental vessel (ISV) angiogenesis assay, embryos were treated from 6–24 hpf and from 2–5 dpf for hyaloid vessel (HV) angiogenesis assay [17]. Larvae were left to incubate with drugs at 28°C on a 14 h light/10 h dark cycle, euthanized and fixed with 4% paraformaldehyde (PFA) in PBS at room temperature for 2 hours before analysis. Drugs were purchased from the following: Rapamycin (Selleckchem S1039), NVP-BEZ235 (Selleckchem S1009), PI-103 (Selleckchem S1038), LY294002 (Sigma L9908), A66 (Selleckchem S2636), WYE125132 (Selleckchem S2661), Palomid 529 (Selleckchem S2238), XL147 (Selleckchem S1118) and XL765 (Selleckchem S1523). 2–5 dpf zebrafish larvae were euthanized in ice-cold PBS, or 4% PFA, or lysis buffer.
Quantification of intersegmental and hyaloid vessel development
After fixation, larvae were washed three times with PBS. Prior to anti-angiogenic assessment, both control- and treated-larvae were briefly screened for any morphological defects using an Olympus SZX10 microscope. To assess anti-angiogenic activity, embryos were screened for inhibition of intersegmental vessel growth using the following critieria: (a) absence of intersegmental vessel and/or (b) incomplete sprouting of intersegmental vessel from dorsal aorta (DA) to dorsal longitudinal anastomic vessel (DLAV) [37]. For hyaloid vasculature analysis, zebrafish lenses were dissected and mounted on depression microscope slides. The hyaloid vessel plexus surrounding the lens were examined by flourescence microscopy using an Olympus SZX10 microscope. To determine anti-angiogenic activity, treated-larvae were screened for inhibition of hyaloid vessel growth under the following critieria: (a) reduction of primary branches emerging from optic nerve head and/or (b) altered branching pattern. The amount of intersegmental and hyaloid vasculature per treated larvae was quantified by direct observation using an Olympus SZX10 fluorescent microscope.
Combination Treatment with PI3K/Akt/mTOR inhibitors
In order to uncover drug combinations with additive, synergistic or antagonist properties, we compared the anti-angiogenic effects of the drug combination tested at 5 µM of each drug (actual) versus i) the expected additive effect based on the sum of the effects obtained when testing 5 µM of each drug separately (theoretical) and ii) the effect of 10 µM of either drug tested alone.
Optokinetic response assay
Visual behaviour was assessed by the optokinetic response (OKR) assay similar to previously described [38]. Treated 5 dpf larvae were immobilized in a petri dish containing Embryo Medium/9% methylcellulose and placed in a black and white stripe drum of 99% contrast and 18° per stripe. The number of eye saccades in response to the rotating drum at 18 rpm, 30 s clockwise and 30 s anti-clockwise was manually counted.
Histological analysis
Following treatment, adult Tu zebrafish larvae were fixed with 4% PFA and 2.5% gluteraldehyde in 0.1 M Sorenson phosphate buffer (pH 7.3) overnight at room temperature. This was followed by one hour post-fixation in 1% osmium tetroxide in 0.1 M Sorenson phosphate buffer at room temperature. Samples were then dehydrated by graded series of ethanol (25%, 50%, 75% & 100%) and embedded in epon resin. Using a diamond knife and a Reichert-Jung Ultracut E microtome, specimens were cut to semi-thin (1 µm) sections, post-stained in toluidine blue and imaged using a Leica DMLB bright field illumination microscope and a Leica DFC 480 camera.
RNA extraction and cDNA synthesis
Embryos were collected at 7 developmental stages (6, 13, 18, 24, 48, 72 and 120 hpf). Total RNA was extracted from pooled embryos (6, 13, 18 and 24 hpf) and dissected eyes (48, 72 and 120 hpf) using RNeasy Mini Kit (Qiagen, Hilden, Germany) in an RNase-free environment. RNA quality and concentration was determined using a NanoDrop ND-1000 (ThermoScientific). Reverse transcription of total RNA to single-strand cDNA was performed using the RT-PCR SuperScript III First-Strand Synthesis system and random hexamers (Invitrogen) according to manufacturer's instructions. Negative controls were synthesized using the same reaction without SuperScript III enzyme. Subsequent RT-PCR was carried out using the T100 Thermo cycler (Bio-Rad). The RT-PCR products were analysed on 2% agarose gels. Bands were visualized using SYBR safe DNA gel stain (Invitrogen). Expression levels were normalised to the house-keeping gene β-actin. The primer sets (Table 1) or target genes were designed using Primer-BLAST and synthesised by Eurofins MWG Operon (Germany).
Table 1. Sequence of primers used in PCR amplification of specific target genes.
Gene | Sequence 5′ – 3′ | Product Size (bp) | |
PIK3CA | F R | CGCAATGAGAGGATGAGCGA ACGCTGTCACGATGGAACAA | 126 |
PIK3R1 | F R | ACATGGCTCTGCAAGATGCT GGAGGCATCTCGGACCAAAA | 110 |
mTOR | F R | AGATCATCAACCGAGTGCGG AGGGCACCATCCAATGTAGC | 146 |
AKT1 | F R | TCGGCAGGTGTCTTCTCAAT ACCCATTGCCATACCACGAG | 141 |
Quantitative Real-time PCR validation
Real-time PCR was carried out as previously described [39] using the cDNA samples described above. Three biological replicates were used for all time points. Real-time PCR was performed using an ABI 7900HT Sequence Detection System. Expression levels were normalized to 18s rRNA. SYBR Green was used as the reporter in all reactions and Taqman probe in the 18s control. Real-time data were normalized according to 18s rRNA and standardized to lowest abundance value.
Cell culture
Human retinal pigment epithelium (ARPE19) cells were obtained from the American Type Culture collection (ATCC) (Rockville, MD). Cells were cultured in Dulbecco's Modified Eagle's Medium/Nutrient Mixture F-12 Ham (DMEM, Sigma Aldrich) supplemented with 10% fetal bovine serum (FBS), 2 mM L-glutamine, 100 units/ml penicillin, 1 mg/ml streptomycin (Invitrogen) and maintained at 37°C in a humidified 95/5% air/CO2 atmosphere. DMEM medium was changed every two days, cells grown to 90–95% confluency and trypsinized with trypsin EDTA (Sigma).
MTT cell viability assay
ARPE19 cells were seeded at a density of 1.4×104 cells per well of a 96-well plate. The cells were grown to 70% confluency and subsequently serum-starved in minimum media for 24 hours. Cells were treated with PI3K/Akt/mTOR pathway inhibitors individually and in combination for 24 h and 48 h. 0.1% DMSO was used as control. MTT cell viability assay was preformed according to the manufacturer's instructions (Roche).
Reagent and Antibodies
Primary antibodies used in Western blot analysis include rabbit polyclonal phospho-Akt (#9275), Akt (#9272), phoshpo-p70S6k (#9205), p70S6k (#2708) which were purchased from Cell Signalling Technologies. Anti-rabbit horseradish peroxidase (HRP)-labelled secondary antibody (NA934) was purchased from GE Healthcare.
Preparation of tissue sample for protein extraction and immunoblot analysis
Zebrafish larvae treated from 2 to 5 dpf were first washed with embryo medium and then immobilized in ice-cold PBS. To increase signal from specific cellular protein, the larvae were de-yolked in ice-cold PBS and incubated in ice-cold lysis buffer. Protein was harvested in lysis buffer consisting of Tris/HCl, pH 7.5 (50 mM), 0.25% sodium deoxycholate, 150 mM NaCl, 1 mM EGTA, 1 mM Na3VO4, 1 mM NaF, 1% (v/v), 1 mM PMSF supplemented with protease inhibitor cocktail (Sigma P2714) and phosphatase inhibitor cocktail (Sigma P5726). Following sonication, nuclear and cellular debris were removed by centrifugation at 12000 g for 15 min at 4°C. Protein concentration was quantified by Bradford assay (Bio-Rad Laboratories). Samples were resolved by SDS/PAGE, transferred to a polyvinyl difluoride (PVDF) membrane and blocked for 1 hour in PBS-T (Phosphate-buffered saline containing 0.1% Tween 20) and 5% (w/v) skimmed milk. Membranes were incubated overnight with primary antibody at 4°C before incubation with HRP-conjugated secondary antibody incubations at room temperature for 1 hour. Chemiluminescent detection using Amersham ECL Prime detection reagent (GE Healthcare RPN2232) allowed for visualisation of the protein bands. Quantitative measurement of phosphorylated protein level was performed using ImageJ software (National Institutes of Health). Results are presented as relative densitometry ratios of phospho-protein relative to band intensity of total protein.
Statistical analysis
Bar graphs were generated using Microsoft Excel 2010 to illustrate activity in each treatment group. Results are presented as mean ± s.e.m. Significance of difference between mean values was evaluated by analysis of variance (one-way ANOVA) with subsequent comparison by Dunnet's post hoc test. Student's t-test was used to compare groups.
Results
PI3K/Akt/mTOR genes are expressed in developing zebrafish embryos and eyes
As the test drugs are PI3K/Akt/mTOR pathway inhibitors, we first determined whether zebrafish pik3ca, pik3r1, mTOR and akt1 genes are expressed in developing whole zebrafish embryos and isolated eyes. Fig 1A shows amplification of the expected RT-PCR products (126, 110, 146 and 141 bp, respectively) confirming these genes are expressed in 6, 18 and 24 hpf zebrafish embryos and 48 and 120 hpf zebrafish eyes. These results were corroborated by quantitative RT-PCR; which in general indicated higher gene expression levels as development progressed and that significantly higher levels of pik3r1 were expressed in 5 dpf eyes versus earlier time-points (Fig 1B).
Combinations of PI3K/Akt/mTOR pathway inhibitors are potent inhibitors of intersegmental vessel (ISV) angiogenesis
Using Tg(fli1:GFP) embryos, a panel of nine PI3K/Akt/mTOR pathway inhibitors were screened for anti-angiogenic activity using the ISV assay. Drugs were first tested at 5 or 10 µM individually and this primary screen shows that 5 or 10 µM NVP-BEZ235, 5 or 10 µM Rapamycin, 5 or 10 µM PI-103, 10 µM LY294002 or 10 µM WYE125132 exhibit a modest, but significant, inhibition in ISV developmental angiogenesis of (Fig 2A, Fig. 3E–H).
We then assessed the anti-angiogenic efficacy of drug combinations at 5 µM each (Fig. 2B–3). Amongst the thirty combinations screened, 5 µM LY294002 + NVP-BEZ235 or 5 µM NVP-BEZ235 + PI-103 most potently inhibit ISV angiogenesis; up to ∼70% of DMSO-treated controls (Fig 2B, Fig. 3). Several other combinations also exhibit significant, but less pronounced inhibition (Fig. 2B, Fig. 3). The combination of 5 µM LY294002 + NVP-BEZ235 is significantly more anti-angiogenic than either 5–10 µM LY294002 or 5–10 µM NVP-BEZ235 tested alone (Fig 2C). Similarly, 5 µM NVP-BEZ235 + PI-103 is significantly more anti-angiogenic than either 5–10 µM NVP-BEZ235 or 5–10 µM PI-103 alone (Fig 2C). To investigate if these drug combinations were exerting additive, or greater than additive effects, we compared the anti-angiogenic activity of the combinations tested at 5 µM of each drug (actual) versus the expected additive effect calculated from the sum of each drug tested at 5 µM alone. 5 µM LY294002 + NVP-BEZ235 or 5 µM NVP-BEZ235 + PI-103 produce an anti-angiogenic effect significantly greater than their calculated additive effect (Fig 2C–2D, Fig. S1A). Notably, these 5 µM combinations are also significantly more effective than testing either drug alone at 10 µM (Fig. 3).
To confirm that the active drugs modulated the PI3K/Akt/mTOR pathway, the expression levels of phosphorylated p70S6 kinase (p-p70S6k) and Akt (p-Akt) were assessed in whole treated zebrafish embryos by Western blot. At the Akt node, the individual drugs but not the combinations modestly reduce p-Akt levels (Fig S2). However, further downstream in the pathway, a significant decrease of greater than 60% of p-p70S6k levels was observed with most individual and combination drugs.
Combinations of PI3K/Akt/mTOR pathway inhibitors are potent inhibitors of hyaloid vessel (HV) angiogenesis
To complement the ISV screen, the nine PI3K/Akt/mTOR pathway inhibitors were screened for anti-angiogenic activity in the zebrafish eye by assessing HV development (Fig. 4–5). 10 µM Rapamycin, 10 µM LY294002, 10 µM NVP-BEZ235, 10 µM PI-103, 5 µM WYE-125132, 5 µM Pal529, 10 µM XL147, 10 µM XL765 and 5 µM NVP-BEZ235 modestly, but significantly, inhibit developmental angiogenesis of the primary HV branches (Fig 4A, Fig 5E–H).
As above, the anti-angiogenic efficacy of PI3K/Akt/mTOR drug combinations at 5 µM was then determined (Fig. 4B, Fig. 5B–C). 5 µM NVP-BEZ235 + Rapamycin, or 5 µM LY294002 + NVP-BEZ235 most strongly inhibit HV development; up to ∼40–60% of control (Fig. 4B). Two combinations, 5 µM NVP-BEZ235 + Rapamycin, and 5 µM LY294002 + NVP-BEZ235 are significantly more anti-angiogenic than 5 µM of either drug alone (Fig. 4C). The combinations also elicit a response greater than the calculated additive effect or to 10 µM of either drug (Fig. 4C–4D, Fig. S1B).
PI3K/Akt/mTOR Drug Combinations and Ocular Safety
Initial ocular safety pharmacology studies assessed adverse effects on ocular morphology and visual function in zebrafish, and the viability of human RPE cell cultures (Fig. 6). To assess visual function, zebrafish larvae were treated from 2–5 dpf with the most active PI3K pathway drug combinations and the optokinetic response assay conducted (Fig. 6A). 5 µM NVP-BEZ235 + PI-103 resulted in an ∼20% reduction in saccade number whereas the other combinations severely compromised visual function. None of the combinations produce gross changes in larval morphology, with the exception of reduced eye size in larvae treated with 5 µM NVP-BEZ235 + Rapamycin (Fig. 6B). Subsequently, ocular morphology was examined by light microscopy assessing the presence of an optic nerve, RPE integrity, lens size, retinal lamination and the presence of apoptotic cells (Fig. 6C). 5 µM NVP-BEZ235 + PI-103 treated larvae had normal eye histology except for a few apoptotic cells. In contrast, 5 µM LY294002 + NVP-BEZ235 or 5 µM LY294002 + Rapamycin resulted in a marked increase in apoptotic cells and 5 µM NVP-BEZ235 + Rapamycin exhibit severe adverse morphology featuring disrupted retinal cell lamination, pale RPE, small lens, and extensive apoptotic cells. Finally, the anti-angiogenic PI3K pathway drug combinations were tested for adverse effects on the viability of cultured human ARPE19 cells (Fig. 6D–6E). Notably, none of the drug combinations reduced ARPE19 cell number up to 48 hours post-treatment.
Discussion
The physiological features of zebrafish, particularly its intricate vascular network, miniature size and high fecundity, can accelerate the discovery of enhanced anti-angiogenic agents. Our strategy utilized transgenic Tg(fli1:EGFP) zebrafish to screen PI3K/AKT/mTOR pathway inhibitors alone and in combination.
Encouraging pre-clinical and clinical progress has been achieved using drug combinations to treat cancer [40], [41], [42]. Of relevance to PI3K/AKT/mTOR, recent reports showcase anti-tumour activity in vitro and in vivo upon combining rapamycin (mTOR inhibitor inhibitor) with PI-103 (dual PI3K/AKT inhibitor) [43]. As LY294002 (pan-PI3K inhibitor) is anti-angiogenic in the eye, we hypothesized that combinations of PI3K/AKT/mTOR pathway drugs could enhance this ocular response [17]. In agreement, we show here that combinations of i) NVP-BEZ235 + PI-103 (dual PI3K/mTOR inhibitors) or ii) LY294002 + NVP-BEZ235 or iii) NVP-BEZ235 + rapamycin potently inhibit developmental angiogenesis. These combinations exert stronger anti-angiogenic responses compared to equivalent or 2 fold the concentrations of the drugs alone or the calculated additive effects of the drugs.
The combinations of PI3K pathway inhibitors exerting additive or greater responses is intriguing. Initially, we expected p110α inhibitors would be potent as this subunit is required for angiogenesis [44]. However, the p110α inhibitor A66, did not demonstrate significant anti-angiogenic activity in zebrafish, and tended to be antagonistic in combination. Secondly, we expected “vertical inhibition”, whereby multiple nodes in the pathway are targeted, would produce greater response. This is potentially the case for NVP-BEZ235 + rapamycin which exclusively inhibit p110α,β,γ,δ or mTOR components, respectively (Fig.7, Fig. S3). In contrast, the other combinations with enhanced anti-angiogenic activity have largely overlapping PI3K/Akt/mTOR targets and IC50 values (Fig.7, Fig. S3). The enhanced response achieved by these combinations more likely reflects “horizontal inhibition” wherein other angiogenic pathways are also targeted. NVP-BEZ235, PI-103 and LY2940002 are known (with nanomolar IC50 values) to inhibit DNA-activated protein kinase (a PI3K-related kinase family member) [45]. NVP-BEZ235, but not PI-103, inhibits ATM (ataxia telangiectasia, mutated) and ATR (ATM and Rad3-related) protein kinases [46]. PI-103, but not NVP-BEZ235, inhibits mTORC2 [47]. However, this interpretation requires further investigation to tease out relevant cross-talk. Importantly, there is precedence for a similar synergistic effect of PI3K pathway inhibitors in mammalian cancer cells [47]. Combination treatment of PI-103 + rapamycin led to synergistic suppression of melanoma cell viability in vitro. In a human melanoma xenograft model, PI-103 or rapamycin alone produced a modest response, whereas the PI-103 + rapamycin combination significantly reduced tumour growth [47].
Although the efficacy of PI3K/Akt/mTOR inhibitors has been well documented in the treatment of human cancer, their advancement in cancer treatment has been limited due to toxicity which manifests following systemic delivery [48], [49]. However in eye diseases, these drugs may be more suitable as they have potential to be delivered locally via eye drops or intraocular injection, therefore overcoming adverse systemic effects. Further translational development of these anti-angiogenic treatment combinations requires demonstration of safety and efficacy in mammalian eyes. Notably, a number of PI3K/AKT/mTOR pathway inhibitors have progressed through clinical trial with adequate safety profiles [28]. Here, we investigated the safety profile of our most effective combinations in zebrafish. 5 µM NVP-BEZ235 + PI-103 resulted in a mild reduction in visual behaviour and ocular histology, whereas the other combinations produced severe adverse effects. This contributes to our overall ranking of NVP-BEZ235 + PI-103 as the most effective and safest combination (Figure 7B). However, there are significant differences between the developmental assays in zebrafish and the proposed use in adult patient eyes that should not preclude further evaluation of the other combinations. In the zebrafish HV assay, nascent vessels are forming between the lens and retina [34], [17]. Previous studies report that the intraocular vasculature regulates normal retinal development [50], [51]. Therefore, the adverse effects on visual behaviour and retinal histology may reflect a loss of vascular supply or cell-cell interactions. This is distinct from the AMD and PDR patients in whom the goal is to stabilise existing vessels and prevent development of new vessels. In agreement, both rapamycin and LY294002 reduce ocular neovascularisation in mouse models without adverse effects on retinal histology [52], [53]. Furthermore, here we demonstrate that the highest ranking drug combinations do not have cytotoxic effects on human RPE cells in vitro cells that are important regulators of retinal angiogenesis (Figure 6D–6E) [54], [55], [35].
In conclusion, our findings reveal combinations of PI3K/AKT/mTOR pathway inhibitors that additively or synergistically disrupt developmental angiogenesis. Future studies will quantify the effects of the PI3K pathway combinations on human retinal endothelial cells in vitro (e.g. viability, migration, proliferation and tubule formation) followed by a re-iteration of the ranking order and evaluation of additive/synergistic anti-angiogenic effects in rodent models of retinal or choroidal neovascularisation.
Supporting Information
Acknowledgments
We thank Dr. John Crean for technical advice on the ARPE19 cells and Dr. Yolanda Alvarez for useful comments on the manuscript.
Funding Statement
This research was supported by an Irish Research Council postgraduate scholarship (TS) and a Marie Curie Actions— Industry-Academia Partnerships and Pathways (IAPP) grant #612218 (3D-NET) (BK). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1. Hoeben A, Landuyt B, Highley MS, Wildiers H, Van Oosterom AT, et al. (2004) Vascular endothelial growth factor and angiogenesis. Pharmacol Rev 56: 549–580. [DOI] [PubMed] [Google Scholar]
- 2. Kilarski WW, Petersson L, Fuchs PF, Zielinski MS, Gerwins P (2012) An in vivo neovascularization assay for screening regulators of angiogenesis and assessing their effects on pre-existing vessels. Angiogenesis 15: 643–655. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Kim SY, Sadda S, Humayun MS, de Juan E Jr, Melia BM, et al. (2002) Morphometric analysis of the macula in eyes with geographic atrophy due to age-related macular degeneration. Retina 22: 464–470. [DOI] [PubMed] [Google Scholar]
- 4. Nowak JZ (2006) Age-related macular degeneration (AMD): pathogenesis and therapy. Pharmacol Rep 58: 353–363. [PubMed] [Google Scholar]
- 5.Frost and Sullivan (2011) U.S. Retinal Therapeutics Market. www.frost.com. Subscription Required.
- 6. Gao G, Ma J (2002) Tipping the balance for angiogenic disorders. Drug Discov Today 7: 171–172. [DOI] [PubMed] [Google Scholar]
- 7. Ferrara N, Gerber HP, LeCouter J (2003) The biology of VEGF and its receptors. Nat Med 9: 669–676. [DOI] [PubMed] [Google Scholar]
- 8. Chen Y, Wiesmann C, Fuh G, Li B, Christinger HW, et al. (1999) Selection and analysis of an optimized anti-VEGF antibody: crystal structure of an affinity-matured Fab in complex with antigen. J Mol Biol 293: 865–881. [DOI] [PubMed] [Google Scholar]
- 9. Lien S, Lowman HB (2008) Therapeutic anti-VEGF antibodies. Handb Exp Pharmacol: 131–150. [DOI] [PubMed] [Google Scholar]
- 10. Holash J, Davis S, Papadopoulos N, Croll SD, Ho L, et al. (2002) VEGF-Trap: a VEGF blocker with potent antitumor effects. Proc Natl Acad Sci U S A 99: 11393–11398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Rosenfield PJ, Moshfeghi A, Puliafito C (2005) Optical coherence tomography findings after an intravitreal injection of bevacizumab (avastin) for neovascular age-related macular degeneration. Opthalmic Surg Lasers Imaging 36: 331–335. [PubMed] [Google Scholar]
- 12. Rosenfeld PJ, Brown DM, Heier JS, Boyer DS, Kaiser PK, et al. (2006) Ranibizumab for Neovascular Age-Related Macular Degeneration. New Eng J of Med 355: 1419–1431. [DOI] [PubMed] [Google Scholar]
- 13. Short BG (2008) Safety evaluation of ocular drug delivery formulations: techniques and practical considerations. Toxicol Pathol 36: 49–62. [DOI] [PubMed] [Google Scholar]
- 14. Georgopoulos M, Polak K, Prager F, Prunte C, Schmidt-Erfurth U (2009) Characteristics of severe intraocular inflammation following intravitreal injection of bevacizumab (Avastin). Br J Ophthalmol 93: 457–462. [DOI] [PubMed] [Google Scholar]
- 15. Sampat KM, Garg SJ (2010) Complications of intravitreal injections. Curr Opin Ophthalmol 21: 178–183. [DOI] [PubMed] [Google Scholar]
- 16. Cai J, Ahmad S, Jiang WG, Huang J, Kontos CD, et al. (2003) Activation of vascular endothelial growth factor receptor-1 sustains angiogenesis and Bcl-2 expression via the phosphatidylinositol 3-kinase pathway in endothelial cells. Diabetes 52: 2959–2968. [DOI] [PubMed] [Google Scholar]
- 17. Alvarez Y, Astudillo O, Jensen L, Reynolds AL, Waghorne N, et al. (2009) Selective inhibition of retinal angiogenesis by targeting PI3 kinase. PLoS One 4: e7867. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Marone R, Cmiljanovic V, Giese B, Wymann MP (2008) Targeting phosphoinositide 3-kinase—Moving towards therapy. Biochim Biophys Acta 1784: 159–185. [DOI] [PubMed] [Google Scholar]
- 19. Jiang BH, Zheng JZ, Aoki M, Vogt PK (2000) Phosphatidylinositol 3-kinase signaling mediates angiogenesis and expression of vascular endothelial growth factor in endothelial cells. Proc Natl Acad Sci U S A 97: 1749–1753. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Vanhaesebroeck B, Waterfield MD (1999) Signaling by distinct classes of phosphoinositide 3-kinases. Exp Cell Res 253: 239–254. [DOI] [PubMed] [Google Scholar]
- 21. Cantrell DA (2001) Phosphoinositide 3-kinase signalling pathways. J Cell Sci 114: 1439–1445. [DOI] [PubMed] [Google Scholar]
- 22. Vanhaesebroeck B, Leevers SJ, Ahmadi K, Timms J, Katso R, et al. (2001) Synthesis and function of 3-phosphorylated inositol lipids. Annu Rev Biochem 70: 535–602. [DOI] [PubMed] [Google Scholar]
- 23. Engelman JA, Luo J, Cantley LC (2006) The evolution of phosphatidylinositol 3-kinases as regulators of growth and metabolism. Nat Rev Genet 7: 606–619. [DOI] [PubMed] [Google Scholar]
- 24. Hudes G, Carducci M, Tomczak P, Dutcher J, Figlin R, et al. (2007) Temsirolimus, interferon alfa, or both for advanced renal-cell carcinoma. N Engl J Med 356: 2271–2281. [DOI] [PubMed] [Google Scholar]
- 25. Motzer RJ, Escudier B, Oudard S, Hutson TE, Porta C, et al. (2010) Phase 3 trial of everolimus for metastatic renal cell carcinoma: final results and analysis of prognostic factors. Cancer 116: 4256–4265. [DOI] [PubMed] [Google Scholar]
- 26. Yao JC, Shah MH, Ito T, Bohas CL, Wolin EM, et al. (2011) Everolimus for advanced pancreatic neuroendocrine tumors. N Engl J Med 364: 514–523. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Dalal M, Jacobs-El N, Nicholson B, Tuo J, Chew E, et al. (2013) Subconjunctival Palomid 529 in the treatment of neovascular age-related macular degeneration. Graefes Arch Clin Exp Ophthalmol 251: 2705–2709. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Krishnadev N, Forooghian F, Cukras C, Wong W, Saligan L, et al. (2011) Subconjunctival sirolimus in the treatment of diabetic macular edema. Graefes Arch Clin Exp Ophthalmol 249: 1627–1633. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Meyer FA, Yaron I, Yaron M (1990) Synergistic, additive, and antagonistic effects of interleukin-1 beta, tumor necrosis factor alpha, and gamma-interferon on prostaglandin E, hyaluronic acid, and collagenase production by cultured synovial fibroblasts. Arthritis Rheum 33: 1518–1525. [DOI] [PubMed] [Google Scholar]
- 30. Chou TC (2006) Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol Rev 58: 621–681. [DOI] [PubMed] [Google Scholar]
- 31. Kidd KR, Weinstein BM (2003) Fishing for novel angiogenic therapies. Br J Pharmacol 140: 585–594. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Isogai S, Horiguchi M, Weinstein BM (2001) The vascular anatomy of the developing zebrafish: an atlas of embryonic and early larval development. Dev Biol 230: 278–301. [DOI] [PubMed] [Google Scholar]
- 33. Lawson ND, Weinstein BM (2002) In vivo imaging of embryonic vascular development using transgenic zebrafish. Dev Biol 248: 307–318. [DOI] [PubMed] [Google Scholar]
- 34. Alvarez Y, Cederlund ML, Cottell DC, Bill BR, Ekker SC, et al. (2007) Genetic determinants of hyaloid and retinal vasculature in zebrafish. BMC Dev Biol 7: 114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Marneros AG, Fan J, Yokoyama Y, Gerber HP, Ferrara N, et al. (2005) Vascular endothelial growth factor expression in the retinal pigment epithelium is essential for choriocapillaris development and visual function. Am J Pathol 167: 1451–1459. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Kimmel CB, Ballard WW, Kimmel SR, Ullmann B, Schilling TF (1995) Stages of embryonic development of the zebrafish. Dev Dyn 203: 253–310. [DOI] [PubMed] [Google Scholar]
- 37. Childs S, Chen J-N, Garrity DM, Fishman MC (2002) Patterning of angiogenesis in the zebrafish embryo. Development 129: 973–982. [DOI] [PubMed] [Google Scholar]
- 38. Brockerhoff SE (2006) Measuring the optokinetic response of zebrafish larvae. Nat Protoc 1: 2448–2451. [DOI] [PubMed] [Google Scholar]
- 39. Yin J, McLoughlin S, Jeffery IB, Glaviano A, Kennedy B, et al. (2010) Integrating multiple genome annotation databases improves the interpretation of microarray gene expression data. BMC Genomics 11: 50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Roulin D, Waselle L, Dormond-Meuwly A, Dufour M, Demartines N, et al. (2011) Targeting renal cell carcinoma with NVP-BEZ235, a dual PI3K/mTOR inhibitor, in combination with sorafenib. Mol Cancer 10: 90. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Grabinski N, Ewald F, Hofmann BT, Staufer K, Schumacher U, et al. (2012) Combined targeting of AKT and mTOR synergistically inhibits proliferation of hepatocellular carcinoma cells. Mol Cancer 11: 85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Lang I, Brodowicz T, Ryvo L, Kahan Z, Greil R, et al. (2013) Bevacizumab plus paclitaxel versus bevacizumab plus capecitabine as first-line treatment for HER2-negative metastatic breast cancer: interim efficacy results of the randomised, open-label, non-inferiority, phase 3 TURANDOT trial. Lancet Oncol 14: 125–133. [DOI] [PubMed] [Google Scholar]
- 43. Mazzoletti M, Bortolin F, Brunelli L, Pastorelli R, Di Giandomenico S, et al. (2011) Combination of PI3K/mTOR inhibitors: antitumor activity and molecular correlates. Cancer Res 71: 4573–4584. [DOI] [PubMed] [Google Scholar]
- 44. Graupera M, Guillermet-Guibert J, Foukas LC, Phng L-K, Cain RJ, et al. (2008) Angiogenesis selectively requires the p110[agr] isoform of PI3K to control endothelial cell migration. Nature 453: 662–666. [DOI] [PubMed] [Google Scholar]
- 45. Raynaud FI, Eccles SA, Patel S, Alix S, Box G, et al. (2009) Biological properties of potent inhibitors of class I phosphatidylinositide 3-kinases: from PI-103 through PI-540, PI-620 to the oral agent GDC-0941. Mol Cancer Ther 8: 1725–1738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Toledo LI, Murga M, Zur R, Soria R, Rodriguez A, et al. (2011) A cell-based screen identifies ATR inhibitors with synthetic lethal properties for cancer-associated mutations. Nat Struct Mol Biol 18: 721–727. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Werzowa J, Koehrer S, Strommer S, Cejka D, Fuereder T, et al. (2011) Vertical inhibition of the mTORC1/mTORC2/PI3K pathway shows synergistic effects against melanoma in vitro and in vivo. J Invest Dermatol 131: 495–503. [DOI] [PubMed] [Google Scholar]
- 48. Bowles DW, Diamond JR, Lam ET, Weekes CD, Astling DP, et al. (2014) Phase I study of oral rigosertib (ON 01910.Na), a dual inhibitor of the PI3K and Plk1 pathways, in adult patients with advanced solid malignancies. Clin Cancer Res 20: 1656–1665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Shimizu T, Tolcher AW, Papadopoulos KP, Beeram M, Rasco DW, et al. (2012) The clinical effect of the dual-targeting strategy involving PI3K/AKT/mTOR and RAS/MEK/ERK pathways in patients with advanced cancer. Clin Cancer Res 18: 2316–2325. [DOI] [PubMed] [Google Scholar]
- 50.Stevens CB, Adamson S, Stenkamp D (2012) Retinal Abnormalities in a Zebrafish Mutant Lacking Retinal and Hyaloid Vasculature. Invest Ophthalmol Vis Sci: ARVO E-Abstract 3960.
- 51.Dhakal S, Stevens CB, Weiss O, Inbal A, Stenkamp D (2013) Role of the early ocular vasculature in regulation of retinal neurogenesis. Invest Ophthalmol Vis Sci: ARVO E-Abstract 5145.
- 52. Yu WZ, Zou H, Li XX, Yan Z, Dong JQ (2008) Effects of the phosphatidylinositol 3-kinase inhibitor in a mouse model of retinal neovascularization. Ophthalmic Res 40: 19–25. [DOI] [PubMed] [Google Scholar]
- 53. Dejneka NS, Kuroki AM, Fosnot J, Tang W, Tolentino MJ, et al. (2004) Systemic rapamycin inhibits retinal and choroidal neovascularization in mice. Mol Vis 10: 964–972. [PubMed] [Google Scholar]
- 54. Strauss O (2005) The retinal pigment epithelium in visual function. Physiol Rev 85: 845–881. [DOI] [PubMed] [Google Scholar]
- 55. Zhao S, Overbeek PA (2001) Regulation of choroid development by the retinal pigment epithelium. Mol Vis 7: 277–282. [PubMed] [Google Scholar]
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