Abstract
The bipolar spiral ganglion neurons (SGN) carry sound information from cochlear hair cells to the brain. After noise, antibiotic or toxic insult to the cochlea, damage to SGN and/or hair cells causes hearing impairment. Damage ranges from fiber and synapse degeneration to dysfunction and loss of cells. New interventions to regenerate peripheral nerve fibers could help reestablish transfer of auditory information from surviving or regenerated hair cells or improve results from cochlear implants, but the biochemical mechanisms to target are largely unknown. Presently, no drugs exist that are FDA approved to stimulate the regeneration of SGN nerve fibers. We designed an original phenotypic assay to screen 440 compounds of the NIH Clinical Collection directly on dissociated mouse spiral ganglia. The assay detected one compound, cerivastatin, that increased the length of regenerating neurites. The effect, mimicked by other statins at different optimal concentrations, was blocked by geranylgeraniol. These results demonstrate the utility of screening small compound libraries on mixed cultures of dissociated primary ganglia. The success of this screen narrows down a moderately sized library to a single compound which can be elevated to in-depth in vivo studies, and highlights a potential new molecular pathway for targeting of hearing loss drugs.
The bipolar cochlear spiral ganglion neurons (SGN) carry auditory information from the cochlea to the brain. These neurons, whose organized connections in the cochlea and the brain represent sound frequencies, are essential for preserving normal hearing, but are vulnerable to acoustic insult, toxicity and aging1,2,3,4,5,6. When SGN are damaged or die, hearing impairment or deafness results. Synapses between peripheral nerve fibers of the SGN and the hair cell receptors in the cochlea are the first to degenerate, followed by the retraction of the fiber over various time periods and finally neuronal cell death2,3. After neurite retraction, spontaneous regrowth of peripheral fibers back to the hair cell region of the cochlea is limited. However, the connections to the brain stem retain a generally organized frequency representation even when the peripheral fibers have retracted. Regeneration of the peripheral neurites is a goal in hearing science, but the biochemical pathways that prevent spontaneous neurite regeneration from SGN are largely unknown. Consequently, no FDA approved drugs exist to promote neurite regeneration from SGN7.
In vitro and/or in vivo studies indicate that certain biologic compounds such as BDNF8,9,10,11,12, BMP213, NT314, GDNF15, FGF8a16 and erythropoietin17 promote neurite initiation, total neurite branch length, maintenance of myelin rings, length of the neurite from the edge of an explant, and/or number of neurites in the epithelium of damaged cochleas. However, these biologics initiate complex, downstream molecular signaling pathways that are ill-defined in the cochlea. In addition, the proteins are difficult to consistently maintain in the ear. Assorted studies have also attempted to look more closely at molecular mechanism18,19,20,21,22,23,24,25,26,27,28,29, but the variety of models (dissociated cells, spiral ganglion explants, deafened animals) as well as the range of experimental measurements and the variety of morphologies analyzed makes them difficult to compare and to relate to the problem of regenerating the uninterrupted length of an SGN neurite.
Initial screening of new compounds in deaf animal models is impractical due to the time and resources required for deafening, physiologic measurements, anatomical assays and hearing testing. In view of these difficulties as well as the dearth of information on SGN neurite length regeneration mechanisms and the lack of FDA approved drugs for regenerating cochlear neurites, a fresh approach to the problem was necessary. With the goal of jumpstarting the process of drug discovery for the cochlea, we designed an original phenotypic assay using primary, mixed cultures of dissociated mouse spiral ganglia. We applied this assay to screen 440 components of the NIH Clinical Collection (NCC), a library of compounds with a history of use in clinical trials. The screen detected regenerative activity of the HMG-CoA reductase inhibitor, cerivastatin, on SGN neurite length and showed that it could be blocked by the simultaneous application of geranylgeraniol. These results demonstrate the utility of screening small compound libraries on mixed cultures of dissociated primary ganglia. The success of this screen narrows down the potential compounds and their reactive pathways to one which can more effectively be examined in depth in a deaf animal model. The work implicates the geranylgeranyl-pyrophosphate branch of the mevalonate pathway in the regulation of SGN neurite growth and draws attention to a potential new molecular pathway for targeting of hearing loss drugs.
Results
Validation of the SGN neurite length assay
Chemical library screens are usually carried out on cell lines or easily accessible and plentiful neurons with the hope that the findings will transfer to animal and human studies in specific tissues. To lessen the possibility that our findings would not reproduce in intact spiral ganglia, a priority in this work was to carry out the in vitro screen on a cellular substrate that was as close as practically possible to the cells we aim to target in vivo. For this, we chose the spiral ganglia of newborn mice, which are accessible for dissection and whose neurons survive in culture. We also opted to use mixed cultures of the ganglia because neurites do not naturally grow in isolation and the ganglia provides cells that are usually present in the vicinity of neurons and neurites – Schwann cells and fibroblasts – which are known to exert effects on neuronal survival and growth. At birth, the majority of SGN peripheral fibers have already reached their hair cell receptors30. When newborn spiral ganglia are dissociated, the neurons lose their nerve fibers31, but in culture, neurites regrow. In a typical culture, neurons coexist together with Schwann cells and fibroblasts31,32, but in Fig. 1, a montage of 16 images of a typical culture, immunolabeling for neuron specific βIII tubulin highlights only the neurons. Since the ultimate goal for regenerative therapy is to promote extension of peripheral fibers of sufficient length to re-contact the target organ, we focused our assay solely on measuring the longest continuous distance from the cell soma to the end of the neurite. Nonetheless, the images are stored and can, in the future, be used for other measurements. In our past experiments, we manually imaged the cultures and measured neurites from the images21,33. To measure tens of thousands of neurites that we will acquire in a screen, we developed an automated imaging protocol in combination with software assisted measurements of the longest neurite per neuron. The automated measurements were validated by manual measurements21. We found that in SG cultures prepared from newborn mouse cochleas, the population of neurites exhibits a range of lengths, which is increased by exposure to the Rho kinase inhibitor H115221. We used H1152 treatment to validate our automated assay. The averaged median neurite lengths in quadruplicate H1152 cultures in 10 separate experiments (Fig. 2a,b), were significantly longer than the lengths in the corresponding vehicle treated control cultures(****p < .0001). The range of and consistency of neurite lengths in cultures can be better appreciated by comparing cumulative percent histograms of neurite lengths (Fig. 2c, maintained in standard medium containing BDNF and NT3). Cultures with the longest populations of neurites plot toward the right of the graph, shorter, to the left We also evaluated the effect of H1152 and two other Rho kinase inhibitors in cultures prepared from postnatal day 2 animals and maintained for 4 days with medium that also contained BMP4, a morphogen that normally results in shorter neurites33. Inhibition of Rho kinase by H1142, fasudil or hydroxyfasudil stimulated regeneration of neurite length. Thus the assay was consistent and reproducible even with cultures prepared from older animals and maintained in a separate medium for a longer (4 days vs 42 hours) assay period. For the screen below, the cumulative percent histograms averaged from the four replicate wells of the positive control (H1152) were further enlarged in the area of the 25th to 75th percentile to emphasize the region of the largest differences between positive and negative controls and to minimize the contributions of exceptionally long or short neurite outliers (Fig. 2e is derived from Fig. 2c). All averaged histograms from control and candidate compound tested wells were then plotted on this same axis for each plate.
Screening the NCC for promotion of neurite length regeneration
Compounds in the NCC library each have a history of use in clinical trials and thus a background of information on structures, human toxicity and often biological targets. For the screen, 440 compounds of the NCC were evaluated as depicted in the flow chart in Fig. 3a21,31,33 with automated imaging (Fig. 3b,d,e) and software assisted (HCA Vision) neurite detection (Fig. 3c,d,f). Based on the above and prior studies21, H1152 (16.6 μM) was incorporated as a positive control, DMSO (<0.2%; the carrier for the candidate compounds) and water (<0.2%, the carrier for H1152) as the negative controls. All candidate compounds were assayed at 8.3 μM in medium containing neurotrophins and serum. In addition, because we showed previously that bone morphogenetic protein 4 (BMP4) inclusion decreases neurite lengths33, a subset of the library, 160 compounds, was also re-assayed in medium containing BMP4. All compounds, as assayed, are listed in the Supplemental Materials.
As representative of the screen, Fig. 4a–f illustrate results from six separate platings. Five graphs (4a–4e) depict results (a total of 200 compounds) in cultures without BMP4. One graph (Fig. 4f) depicts results (40 compounds) for cultures additionally containing BMP4. The histograms for compounds that do not stimulate neurite growth overlie those of the vehicle alone (DMSO or water) treated cultures, forming a band of histograms in the upper left of each graph. A “hit” was defined as a compound that increased population neurite lengths as least as much as the positive control. The results were consistent regardless of the medium. From the NCC, only the HMG-CoA reductase inhibitor cerivastatin (Fig. 4e,f) increased neurite length. Cerivastatin (10 μM) applied together with H1152 (16.6 μl) did not increase neurite length over that in cultures exposed to H1152 alone (data not shown). To ensure that the rightward shift of the histograms in the presence of H1152 and cerivastatin reflected actual increases in neurite length rather than a loss of neurons with short neurites, the longest 10 neurites were averaged in each well, across replicates, and across 5 experiments. The average length increased significantly in the presence of cerivastatin or H1152 over that in DMSO or water (vehicle treated) cultures (Fig. 4g).
Other statins increased neurite length. Cerivastatin, fluvastatin, lovastatin, simvastatin and atorvastatin each increased neurite lengths at concentrations at or below 10 μM, although the lowest effective concentrations differed (Fig. 4h). Cerivastatin and fluvastatin were most potent. Only pravastatin failed to increase neurite length - even at concentrations up to 25 μM.
By inhibiting HMG-CoA reductase activity, statins can influence not only cholesterol biosynthesis, but also various other downstream branches in the mevalonate pathway34,35, including one that normally synthesizes geranylgeranyl-pyrophosphate (Fig. 5a). To examine the role of this branch, the compound geranylgeraniol (all trans), which bypasses depletion of geranylgeranyl-pyrophosphate36, was added to the cultures at the same time as fluvastatin (Fig. 5b), cerivastatin (Fig. 5c), or H1152 (Fig. 5d). Geranylgeraniol blocked the effect of the statins on neurite extension (Fig. 5b,c) without affecting neurite extension in H1152 treated cultures (Fig. 5d). In other cells, statins also inhibit a variety of metabolic processes dependent on farnesylation by farnesyl-pyrophosphate34,35,37. Exogenous farnesol can serve as a precursor for sterol biosynthesis and protein farnesylation in mammalian cells, but is not converted to geranylgeranyl-pyrophosphate36. Farnesol (10 μM) did not block the statin induced increase in neurite elongation (data not shown) confirming that inhibition of cholesterol synthesis is not the mechanism underlying the effect of statins on neurite extension. Taken together, the results indicate that the geranylgeranyl-pyrophosphate branch of the mevalonate pathway is involved in slowing SGN neurite elongation and that statins enhance neurite extension by depleting geranylgeranyl-pyrophosphate pools.
Neuronal survival in the presence of fluvastatin
Since these experiments were intended to measure effects on neurite extension, neuron numbers were low by design, to keep overlapping neurites to a minimum. This resulted in some variability between different experiments in the average number of neurons per culture. Nevertheless, there was no significant difference in average neuron survival (N = 9 experiments, quadruplicate wells) after addition of statins (52.36 ± 14 SEM neurons per well) compared to addition of vehicle (57.9 ± 11 SEM).
Discussion
After cochlear insult, loss of hair cell/neuron synapses and retraction of peripheral nerve fibers, some SGN survive for long periods with their central connections largely intact. To reinstate the transfer of meaningful auditory information from the cochlea to the brain, and to repair hearing, interventions that maintain SGN and promote regrowth and reconnection of the peripheral fibers will be required. Such biological interventions would also provide an improved substrate for cochlear implant function. However, the cellular machinery that regulates neurite regeneration from damaged SGN is largely unknown. Drug discovery has been limited by this lack of understanding of SGN neurite growth, by the time and resource constraints of screening compound libraries with physiological or anatomical assays in deaf animal models and by the relative paucity of spiral ganglion neurons (in a mouse, approximately 10,000; in a human, approximately 30,000 per cochlea38). Consequently, there are no drugs that are FDA approved to promote regenerative responses by SGN.
In order to jumpstart a new drug discovery approach for hearing medicine, we developed a novel screening method using primary mixed cultures of mouse spiral ganglia as a substrate, automated imaging and measurements of the longest neurite per neuron, evaluation by comparisons of cumulative percent histograms of neurite lengths with positive and negative controls, and duplicate testing in cultures maintained in different media. This initial screen, using the NCC as a compound library, allowed us to focus on compounds with known toxicity profiles having known effects on human biology. We used this approach in a blinded study of 440 compounds and revealed neurite length promoting activity - in both the standard medium and BMP4 containing medium normally known to cause shorter neurites33 - by one compound previously unknown to stimulate spiral ganglion neurite growth, and successfully distinguished it from the 339 other compounds with no activity.
Our study was intended to address the biological problem of regeneration of SGN peripheral fibers of sufficient length to re-contact hair cells. We therefore evaluated the ability of a compound to increase the farthest reach of a neurite rather than its ability to increase the numbers of neurites or neurite branches21,33. When we discovered that our neurite promoting compound was a statin, we compared our study with published reports of statins in other areas of the nervous system. We found that in the statin literature, unambiguous measurement of the length of the longest neurite is rare, if not completely absent. Instead, the features reported as “neurite growth” vary widely and therefore the physiologies being assessed differ. For example, some studies compare the number of neurites per neuron39,40,41,42,43 (a measure of neurite initiation); the number of neurons with neurites44,45,46 (which may represent both neurite initiation and/or loss of a specific population of neurons or neurites); branch number39,44 (indicates the number of forks in the neurite, perhaps showing an increase in neurite “mass” but not, necessarily reflecting the farthest extent a neurite can grow); total neurite branch length39,47 (which adds all segments of primary neurite and each of its branches, not necessarily representative of the length of a primary neurite); total primary neurite length per neuron (which measures the sum of the distance of the farthest extent of all neurites from the cell body and is dependent on neurite number as well as length); or density of a neurite expression marker47 (which cannot distinguish between changes in marker expression, neurite branching, neurite length or increased neurite initiation). Our compounds are added 22 hours after plating, after the neurites have already initiated, and the sole focus is to directly quantify the longest extent a neurite can grow during the ensuing 24 hours of culture time. We are however, able in the future to return to our images whenever other types of neurite measurements are relevant to future biological questions. The results reported here, however, do add to the knowledge of statin effects on neurites by demonstrating that they increase the length from the cell body to the end of the neurite by increasing the overall rate of growth.
Our “hit”, cerivastatin, inhibits the HMG-CoA reductase, the rate limiting enzyme in the mevalonate pathway of cholesterol biosynthesis. In human medicine, HMG-CoA reductase inhibition by statins is used to lower blood cholesterol levels. However, the mevalonate pathway comprises multiple branches downstream from HMG-CoA reductase37 (Fig. 5a) and therefore statin inhibition can also potentially alter the regulation of a variety of non-cholesterol related enzymatic activities and gene expressions. Here, geranylgeraniol but not farnesol blocked the statin increase in SGN neurite length, indicating that cholesterol reduction does not drive neurite elongation. Rather, the statins act by depleting the pool of geranylgeranyl-pyrophosphate, downstream of HMG-CoA reductase, which was replenished by exogenous addition of geranylgeraniol but not farnesol36. Not all statins have identical chemical or biological properties48. In our study, the lowest concentrations that effectively increased neurite regeneration differed among the statins. Cerivastatin and fluvastatin were the most potent, and pravastatin, the most hydrophilic of the statins evaluated, was inactive in our assay.
These findings underscore the significance of the geranylgeranyl-pyrophosphate branch of the mevalonate pathway in slowing SGN neurite growth and highlight a potential new pathway to target by more conventional screening for hearing loss drugs. Further, they identify statins, a class of drugs already vetted in human medicine as a potential intervention to promote nerve fiber regeneration by damaged SGN. In addition, in order to screen a 440 member compound library, we have had to develop a new approach to assaying compounds for effects on SGN neurites. Although lower throughput than standard, target-based pharmaceutical screens, this one phenotypic screen assayed considerably more compounds than have been reportedly assayed in 25 years of in vivo and in vitro studies of SGN neurite growth.
Among other neuronal populations, statin effects are variable and unpredictable - protecting against49,50 or causing41,42,51,52 neuronal cell death, increasing45 or decreasing44 the number of neurite bearing cells, increasing, maintaining or degenerating neurites39,40,42,44,53,54,55, and increasing branch number54,55. In the single previously published study of statins and cochlear neurons, simvastatin was reported to induce cell death in cochlear neuroblasts (VOT-33 cells)51. Thus there was no way to predict that statins would stimulate neurite growth in our screen. Here, the strategy to develop our assay directly on primary SGN rather than on cell lines or other primary neurons worked to our advantage. We found that statins did not significantly alter SGN survival.
Depletion of geranylgeranyl-pyrophosphate pools by statins interferes with the post-translational addition of geranylgeranyl groups to proteins, a modification that is thought to help target proteins to membrane locations. When geranylgeranyl groups are removed, the proteins reside in the cytoplasm with lower, but not necessarily absent, enzymatic activities35. The most notable geranylgeranylated proteins are members of the Ras superfamily of small GTP binding proteins, including Rab, and certain of the subfamilies of the Rho proteins (Rho, Rac, Cdc42), although other proteins are known and predicted to undergo this posttranslational modification56. The Rho family proteins are involved in regulation of the actin cytoskeleton, which is critical for the process of neurite extension. We showed here and previously21 that inhibitors of one of the various downstream effectors of Rho, Rho kinase, also increase SGN neurite length. Therefore, lowering the activity of Rho by depleting the pool of geranylgeranyl-pyrophosphate, is one likely mechanism for mediating at least some of the effects of statins in our cultures. In support of this possibility is the observation that cerivastatin applied together with the Rho kinase inhibitor H1152 does not increase neurite lengths as compared to treatment with H1152 alone. However, regulation of the mevalonate pathway is complex, and its control can be altered both by direct effects of intermediate and end compounds on HMG-CoA reductase and by effects of these intermediates and of statins on gene expression34. Further, participation of geranylgeranylated proteins outside the Rho protein class is also a possibility.
The present work demonstrates a statin induced increase in neurite growth rate in mixed cultures of SGN. As a screening procedure to narrow down a large number of potential compounds to a few that can be elevated to in depth, in vivo evaluation, the screen does not distinguish between peripheral or central SGN fibers (which can be determined by studies in vivo) or identify the primary cell type(s) that the statins target, which will become important when statin protective or regenerative effects are confirmed in animal models.
Safe delivery of drugs directly to the inner ear is under study by a variety of research groups57. Optimally, the ability to apply time release drugs in very small doses directly to the cochlea will allow maximal drug concentration delivered directly where needed but will generate miniscule whole body concentrations, limiting systemic side effects. At present, there are so few potential compounds available for protection and repair of the inner ear that without new discoveries it will be difficult to take advantage of these developing technologies. Our unusual phenotypic screening assay has now provided a way to enlarge the knowledge of cochlear neurite regeneration promoting mechanisms and to identify new, potentially effective compounds for preventing and treating hearing loss.
Methods
Animals
Timed, pregnant CD-1 mice, (Charles River Laboratories, Wilmington, MA, USA), embryonic day (E) 18, on day of arrival, were allowed to deliver in the animal care facility at Northwestern University. Newborn pups of both sexes were used. Animals were cryo-anesthetized as reported31 before aseptic dissection. The care and use of animals in this study were carried out in accordance with the NIH guide for the Care and Use of Laboratory animals and were approved by the Animal Care and Use Committee of Northwestern University.
Reagents
The NIH Clinical Collection (NCC; Developmental Therapeutics Program, NCI/NIH, Bethesda, Maryland) was aliquotted robotically from 10 mM stocks at the High Throughput Analysis Laboratory of Northwestern University. Simvastatin, fluvastatin, lovastatin, atorvastatin, pravastatin, H1152, fasudil and hydroxyfasudil were products of EMD Millipore (Billerica, MA). Geranylgeraniol, farnesol, cerivastatin (other than in the NCC collection), laminin, Penicillin/Streptomycin stock (10,000 units Penicillin and 10 mg streptomycin per ml), DMEM/Hams F12 (1:1) medium, L-glutamine, 45% glucose, DNAse I (10 μg/ml), and DMSO were purchased from Sigma-Aldrich (St. Louis, MO). Brain derived neurotrophic factor (BDNF) was purchased from Promega (Madison, WI, USA), Neurotrophic factor 3 (NT3) was purchased from Peprotech (Rocky Hill, NJ, USA) and Bone morphogenic protein 4 (BMP4) was purchased from R&D Systems (Minneapolis, MN). N2 mix, Alexa Fluor 594 conjugated F(ab’)2 fragment of goat anti mouse IgG (H + L) and Nuclear Yellow were purchased from Invitrogen/Life Technologies (Carlsbad, CA, USA). Dispase (neutral protease) was purchased from Worthington Biochemical Corporation (Lakewood, New Jersey). Fetal bovine serum (FBS) was purchased from Hyclone (Logan, Utah) and heat inactivated before use. Poly-D-Lysine coated plates were the product of Becton, Dickinson & Co (Franklin Lakes, New Jersey). The monoclonal antibody TuJ1 was purchased from Covance (Princeton, NJ).
Software
HCA Vision58 was purchased from CSIRO Computational Informatics (North Ryde, Australia); Graphpad Prism is a product of Graphpad Software Inc. (La Jolla, CA). Cellomics software is a product of Thermo Scientific. Custom utility software for simplifying data transfer between programs and for montaging images were contributed by Abraham Rozental.
Cultures
Cultures were prepared by a modification of the procedure previously reported and modified21,31,32,33. To increase the number of cultures produced from one dissecting session while maintaining consistency in the preparations, the number of animals was increased to 8 (16 cochleas, a practical limit) and the volume of the cultures was decreased to 50 μl. Cells derived from the equivalent of 0.073 ganglia were plated in each well. These changes allowed the material from each dissection session to be cultured in 192 wells of a standard 384 well plate. Each dissection session could accommodate 3 controls and 45 compounds in quadruplicate. Briefly: The cochlear capsule was opened and the tissue was treated with Dispase, 5 units/ml. After washing, the cochlea was removed from its capsule. The cochlear epithelium, spiral ligament and stria were dissected away. Spiral ganglia with attached modiolar tissue, spiral lamina and limbus were dissociated in complete medium (DMEM/Hams F12(1:1), 2 mM L glutamine, N2 mix (1:100), 45% glucose (0.63 ml/100 mls DMEM/Hams F12.) and routinely plated on poly-D-lysine/laminin coated 384 well plates. In early experiments the poly-D-lysine was manually applied before the laminin. In later experiments, commercial plates precoated with poly-D-lysine were manually overlaid with laminin. Cultures were maintained in standard medium containing complete medium, neurotrophins (final concentrations: BDNF and NT3, 10 ng/ml each), 10% heat inactivated FBS, penicillin (100 units/ml) and streptomycin (100 μg/ml). Candidate compounds in the screen were dissolved in DMSO, then diluted in medium and were added to the wells 22 hours after plating (final concentration 8.25 μM, 0.17% DMSO). Pravastatin, H1152, fasudil (100 μM final), and hydroxyfasudil (100 μM final) were dissolved in water before medium dilution; farnesol was dissolved in ethanol for medium dilution. Cultures were fixed 24 hours later with 4% paraformaldehyde in 0.1 M sodium phosphate buffer, pH 7.2 for 45 minutes. Conditions were tested in quadruplicate. Each plate had its own control cultures. Negative controls were the vehicles DMSO (0.17%) and water (0.17%) and when farnesol was tested, ethanol (0.17%). As we reported (22), the Rho kinase inhibitor H1152 increases neurite length in these cultures and we therefore used it at 16.6 μM as a positive control. All compounds (440) were assayed on cultures maintained in the standard composition of media. A subset of the compound library (160 compounds) was re-assayed in a separate medium that additionally contained the compound BMP4 (final concentration, 25 ng/ml), which we demonstrated to cause shorter neurites (31). Experiments comparing Rho kinase inhibitors H1152, fasudil and hydroxyfasudil (Fig. 2d) were carried out in BMP4 medium and fixed after 4 days.
Immunolabeling
Fixed cultures were immunolabeled for the neural βIII tubulin using the mouse monoclonal antibody TuJ1 and Alexa Fluor 594 tagged secondary antibody as described for immunofluorescent labeling32. Nuclei were visualized with Nuclear Yellow. The labeled cultures were preserved with one drop of DAKO fluorescent mounting medium in each well.
Imaging
The immunolabeled 384 well plates were loaded into a Cellomics ArrayScan VTi for image acquisition. The ArrayScan contains a Zeiss epifluorescence microscope housed inside a robotic platform to automatically capture images from a designated number of fields for each well. Immunolabeled wells were imaged with a 10x objective with two filter sets targeting nuclei (Nuclear yellow) and the immunostained neurons (βIII-tubulin, Alexafluor 594). Sixteen non-overlapping fields in each well were acquired with a high resolution charge-coupled device (CCD) camera, about 80% of the surface area of the well.
Neurite Length Measurements
Initially, neurites were automatically detected and measured using Cellomics software and the length was expressed in μm. However, this version of the software was inconsistent in detecting very thin neurites in our preparations. We used HCA Vision58 for analyzing neurite lengths in the screen, and the resulting neurite lengths are expressed in pixels. The pixel measurement of the longest uninterrupted path of a neurite for each neuron in the well was acquired. Neurite lengths for the population in each well were plotted using GraphPad Prism Software. For each well, the population of neurite lengths was plotted as a cumulative percent histogram, starting at 20 pixels length and using a bin size of 1 pixel. The histograms for the replicate wells were averaged and plotted with SEM. The positive control, H1152 (16.5 μM) was plotted first from 0–100%. The graph was then reduced to the portion representing 25–75 percentile. All other graphs were plotted on the same axes. Negative control graphs (the vehicles DMSO and water) were always higher and to the left of the positive control graphs. Compounds that generated histograms that were similar to the positive control were retested in new experiments. Compounds that continued to generate histograms similar to the positive control were retested at different concentrations. Dose response curves were also carried out on a panel of several statins. In some experiments, the statins were added together with geranylgeraniol (10 μM) or farnesol (10 μM).
To evaluate the average lengths of the longest neurites, the ten longest neurites in quadruplicate wells of water, DMSO, H1152 and cerivastatin treated cultures were analyzed. The GraphPad Prism program was used to identify and remove outliers by the ROUT method in each group. Quadruplicate wells were averaged in each experiment. Then the mean was taken of the averages from 5 experiments.
Neuron Number
Number of neurons was counted manually on the 16 images from each well.
Additional Information
How to cite this article: Whitlon, D. S. et al. Novel High Content Screen Detects Compounds That Promote Neurite Regeneration From Cochlear Spiral Ganglion Neurons. Sci. Rep. 5, 15960; doi: 10.1038/srep15960 (2015).
Supplementary Material
Acknowledgments
Funded by Grant # N00014-12-1-0173 from the Office of Naval Research and by the Department of Otolaryngology, Northwestern University. We thank Abraham Rozental for contributing custom utility software applications. We appreciate the valuable comments on the manuscript made by Drs. James Bartles, Douglas Cotanche, Jaime Garcia-Anoveros and Jack Kessler.
Footnotes
Author Contributions D.S.W. conceived of the project, designed and performed experiments, analyzed data and wrote the paper. M.G. performed experiments. S.F.-D. and C.-H.L. carried out the automated imaging and troubleshooting and robotic aliquotting of reagents; S.R. counted neurons; C.P.R. discussed results and implications. All authors commented on the manuscript.
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