Computational methods were employed to select 1,000 compounds from a library of 200,000 drug-like chemicals with consideration of chemical diversity, complexity and potential toxicity. Compounds were randomly pooled into groups of ten and administered intracerebroventricularly (ICV) at a constant rate over seven days into the left lateral ventricle of living mice via osmotic mini-pumps. Compounds were administered at a concentration of 10μM each, making total solute concentration 100μM. Although it is difficult to predict the final brain concentration of each compound over the seven day infusion period, we designed our screen with a logical consideration of this variable. At 10 μM concentration it is reasonable to estimate that compounds were administered at low-micromolar to mid-nanomolar concentrations (
Supplemental Experimental Procedures).
During compound infusion, animals were intraperitoneally (IP) injected daily with the thymidine analog, bromodeoxyuridine (BrdU, 50mg/ kg), to score birth and survival of proliferating hippocampal neural precursor cells. Because social interaction and voluntary exercise stimulate hippocampal neurogenesis, mice were housed individually without access to running wheels starting one week prior to screening in order to ensure a low baseline level of neurogenesis. Following one week of compound administration, BrdU immunohistochemistry was used to quantify neurogenesis in the SGZ of the brain hemisphere contralateral to the side of infusion. Every fifth section throughout the rostral-caudal extent of the hippocampus was analyzed, and the number of BrdU+ cells was normalized against the volume of the dentate gyrus.
Because we considered both increased proliferation and survival of newborn neurons to be important screening parameters, we conducted our screen over seven days in order to detect molecules that might augment either process. This was based on pulse-chase experiments with a single injection of BrdU, under identical conditions to our screen, which revealed that 40% of newborn cells in the SGZ die within the first five days after their birth (
Figure S1A). ICV infusions of either fibroblast growth factor 2 (FGF-2) or artificial cerebral spinal fluid (aCSF) were employed as positive and negative controls. There was no difference in the number of BrdU+ cells in the SGZ between mice subjected to surgical pump implantation and infusion with aCSF, and mice having had no surgery (
Figure S1B). This confirmed the validity of our
in vivo approach to assess the ability of ICV-infused compounds to enhance hippocampal neurogenesis in the brain hemisphere contralateral to that of compound infusion.
We reasoned it was important that neurogenesis triggered by any compound be localized to the exact region of the brain known to produce new neurons at an enhanced level in response to healthy condition such as wheel running, environmental enrichment, or social interaction. We thus focused solely on compound pools that stimulated BrdU incorporation in the SGZ of the dentate gyrus (
Figure S1C).
Each pool was tested on two mice, and ten pools were found to enhance dentate gyrus-specific neurogenesis as much as FGF-2 (). Each pool that scored positive was re-evaluated in two additional mice and verified to exert a pro-neurogenic effect with statistical significance (
Figure S1D). In order to identify single, pro-neurogenic compounds, positive pools were broken down into their component molecules, each of which was infused individually at two concentrations (10μM and 100μM) in two mice per concentration. shows the results of break-down assays on pool #7, wherein it was discovered that neurogenesis was selectively stimulated by one of the constituent chemicals of the pool (compound #3), with the remaining chemicals in the pool demonstrating no effect. We have designated this compound as P7C3 (pool #7, compound #3).
Of the ten positive pools, eight yielded a single pro-neurogenic compound (
Table S1). Pools 14 and 69 failed to reveal activity in a single species. The activity of these pools may have been artifactually spurious, or may have been generated by the combined activity of two or more compounds. We considered both scenarios sufficiently problematic such that we disregarded these pools and focused exclusively on individually efficacious molecules. To ensure validity of the eight individually efficacious molecules, we obtained fresh compounds from the original manufacturer, confirmed purity and molecular weight by liquid chromatography/mass spectrometry (LC/ MS), and then assayed each one at 10μM in three additional mice. All eight re-supplied compounds demonstrated SGZ-specific pro-neurogenic activity (
Figure S1E).
Among the eight pro-neurogenic compounds, in silico prediction of absorption, distribution, metabolism and excretion (ADME) characteristics suggested that P7C3 held the highest potential for favorable pharmacological properties. Fortuitously, P7C3 could be formulated for intravenous (IV), oral and intraperitoneal (IP) delivery, allowing determination of half-life, rate of clearance, bioavailability and blood brain barrier penetration. Noncompartmental pharmacokinetic analysis of P7C3 in plasma and whole brain tissue was undertaken after single IV, IP and oral gavage administrations. P7C3 was 32% orally bioavailable, readily able to cross the blood-brain barrier (AUC brain: AUC plasma ratio of 3.7 for oral delivery), and endowed with a plasma terminal half life of 6.7 hours after IP delivery. These favorable properties facilitated a dose response experiment wherein daily oral administration of P7C3 for seven days to adult mice was monitored for brain levels of the chemical and pro-neurogenic efficacy (). Maxim al, pro-neurogenic efficacy was observed at oral doses of 5mg/ kg and above, and graded reductions in efficacy were observed at doses of 2.5 and 1mg/ kg. LC/ MS analysis of brain levels of P7C3 in the dose ranges of 1 and 2.5mg/ kg revealed corresponding compound concentrations of 213 nM (101ng/ g brain tissue) and 1.13 μM (534ng/ g brain tissue) five hours after dosing.
Functional Studies of Chemical Variants of P7C3
To further evaluate the properties of P7C3, we conducted an in vivo structure activity relationship (SAR) study using 37 chemical derivatives of the compound for assessment of pro-neurogenic activity as performed in the original screen (). One variant showed activity enhancement, while roughly 15% retained pro-neurogenic activity indistinguishable from the parent compound. A handful of compounds yielded partially diminished activity, and the majority were inactive.
The single derivative of P7C3 exhibiting enhanced activity (P7C3A20) replaced the hydroxyl group at the chiral center of the linker with fluorine. Two other variants that have been employed as controls in later experiments were inactive. One of these (P7C3A29) replaced the aniline moiety with a pyrazole. The other (P7C3A35) lengthened the linker connecting the tricyclic carbazole to the aniline ring by a CH2 unit ().
Among compounds retaining activity equivalent to the parent molecule was a variant (P7C3-OMe) in which the aniline ring of P7C3 was substituted by an anisidine. This variant lent itself to preparation of R- and S-enantiomers around its single chiral center (). The two enantiomers of P7C3-OMe were synthesized, separated and evaluated in the in vivo neurogenesis assay, and the R-enantiomer was noted to retain the vast majority of pro-neurogenic activity. shows the results of dose response studies wherein the activity of the parent compound (P7C3) was compared with the activities of the hydroxyl-to-fluorine variant (P7C3A20), the two enantiomers of P7C3-OMe, and the two inactive variants (P7C3A29 and P7C3A35). These dose response assays confirmed that: (i) P7C3A20 is superior in pro-neurogenic efficacy to the parent compound; (ii) the R-enantiomer of P7C3-OMe is far more active than the S-enantiomer; and (iii) P7C3A29 and P7C3A35 are inactive.
P7C3 Enhances Survival of Newborn Neurons
Access to P7C3, an easily administered pro-neurogenic compound, allowed prosecution of two questions. First, what sorts of cells are produced after P7C3 enhances BrdU incorporation in the SGZ? Second, is P7C3-mediated enhancement of neurogenesis attributable to increased levels of cell proliferation? Or instead, might it be that P7C3 enhances neurogenesis by protecting newborn neurons from cell death during the month-long differentiation pathway taken between their birth and eventual incorporation into the dentate gyrus granular layer as properly wired neurons?
To address the first question, brain tissue from animals exposed to orally administered P7C3 for 30 days was stained for doublecortin (DCX), a microtubule-associated protein that serves as a marker of neurogenesis by virtue of transient expression in newly formed neurons between the timing of their birth and final maturation (
Brown et al., 2003). As shown in , the relative abundance of DCX+ neurons increased dramatically with prolonged administration of P7C3. Prolonged exposure of mice to P7C3 further resulted in generating BrdU+ cells co-expressing the NeuN and Prox1 markers of mature neurons (
Figure S2A). By contrast, prolonged P7C3 administration did not affect the abundance of hippocampal astrocytes or oligodendrocytes (
Figure S2B). In combination, these immunohistochemical assays confirm the fact that P7C3 enhances neuron formation in the hippocampus of adult mice.
The second question was addressed by comparing the ability of P7C3 to enhance either short- or long-term incorporation of BrdU in the dentate gyrus. Animals exposed to orally-delivered P7C3 or vehicle were administered a single pulse of BrdU (150 mg/ kg) via IP injection. Short-term effects on neuron birth were monitored by sacrificing animals one hour post-BrdU injection after P7C3 had been administered for 7 days, followed by immunohistochemical detection of BrdU in the SGZ. P7C3 administration did not elevate the level of BrdU+ cells relative to vehicle in this short-term assay (). At the one day post-BrdU administration time point both groups still showed no statistically significant differences in the number of BrdU+ cells. By the 5 day time point, at which time 40% of cells born by day 1 normally die (
Figure S1A), animals that received P7C3 showed a statistically significant, 25% increase in BrdU+ cells compared to the vehicle group. This difference progressed with time such that mice that received a daily oral dose of P7C3 for 30 days after the BrdU pulse exhibited a 500% increase in abundance of BrdU+ cells in the dentate gyrus relative to vehicle controls ().
In this longer-term trial, BrdU+ cells were observed both within the SGZ and the granular layer (). We hypothesize that the latter, BrdU+ cells represent mature neurons that have functionally incorporated into the dentate gyrus. Observations supportive of this interpretation will be presented in a subsequent section of this report. In summary, these experiments show that P7C3 enhances the formation of neurons in the mature hippocampus, and that its mode of action takes place subsequent to the initiation of neural precursor cell proliferation.
P7C3 Corrects Deficits in the Dentate Gyrus of npas3-/- Mice
Npas3-/- mice suffer a clear-cut impairment in adult neurogenesis (
Pieper et al., 2005). By evaluating BrdU incorporation in the short-term assay 1 hour after BrdU pulse, it was observed that
npas3-/- mice have no deficit in the initial proliferation of neural precursor cells in the SGZ (
Figure S3A). This is in contrast to our earlier observations of profoundly diminished BrdU labeling in the dentate gyrus of
npas3-/- mice when BrdU was administered for a longer period of time (12 days) (
Pieper et al., 2005). Knowing that NPAS3 is required for proper expression of fibroblast growth factor receptor 1 in the hippocampus (
Pieper et al., 2005), it is possible that impediments in growth factor signaling might impair the trophic environment critical for survival of newborn neurons in the dentate gyrus. To test this idea, brain tissue from
npas3-/- mice was compared with that of wild type littermates for the presence of cleaved caspase 3 (CCSP3)-positive (apoptotic) cells in the SGZ. A statistically significant, 3-fold increase in CCSP3-positive cells was observed in the dentate gyrus of
npas3-/- mice (
Figure S3A). This enhanced level of apoptosis is likely to account, at least in part, for the nearly complete elimination of adult neurogenesis in
npas3-/- mice.
In addition to a deficit in adult neurogenesis, npas3-/- mice display abnormalities in both the morphology and electrophysiology of dentate gyrus granular neurons. Relative to wild type animals, Golgi-Cox staining revealed severe attenuation in dendritic branching and spine density of npas3-/- dentate gyrus granular neurons (). Significant genotype-specific deficits were also observed by comparing electrophysiologic recordings of excitatory postsynaptic potentials (fEPSP) of npas3-/- mice with wild type littermates (). Such studies revealed aberrant hyper-excitability of synaptic transmission in npas3-/- mice both in the outer molecular layer of the dentate gyrus and in the CA1 region of the hippocampus ().
Armed with these genotype- and region-specific deficits in neuron morphology and electrophysiological activity, we set out to test whether prolonged administration of P7C3 might repair either or both deficits in
npas3-/- mice. We first verified that P7C3 was capable of enhancing hippocampal neurogenesis in
npas3-/- mice (
Figure S3B). Knowing that formation of the dentate gyrus initiates in the mouse embryo around embryonic day 14 (
Stanfield and Cowan, 1988), we sought to expose animals to P7C3 for as extended a period of time as possible in order to give the compound the best possible chance for success. Following oral gavage of pregnant female mice, day 14 embryos were recovered, dissected and processed by acetonitrile:water extraction so that P7C3 levels could be measured in the embryonic brain. Daily administration of 20mg/kg of P7C3 to pregnant females yielded appreciable levels of the compound in the brain tissue of developing embryos. It was similarly observed that oral administration of the compound to lactating females led to delivery of P7C3 to the brain tissue of weanling pups. In both cases, LC/MS-based quantitation of P7C3 revealed levels of compound accumulation at or above the 1.35uM limit required to support adult neurogenesis (). Finally, it was observed that daily IP administration of P7C3 to weaned pups at 20 mg/kg yielded brain levels of P7C3 at or above the level required to enhance adult neurogenesis.
Female mice heterozygous at the NPAS3 locus were mated to heterozygous males. Two weeks post mating, females were given a daily oral gavage of either 20 mg/ kg of P7C3 or vehicle. Dosing was continued throughout the last trimester of pregnancy, as well as the three week post-natal period of lactation. Following weaning, pups were given a daily IP dose of either 20 mg/ kg P7C3 or vehicle. At about 7 weeks of age, mice were switched to oral gavage of the same dose of P7C3 or vehicle. When mice were 3 months of age they were sacrificed and brain tissue was subjected to either Golgi-Cox staining or electrophysiological recording. As shown in , prolonged exposure to P7C3 repaired morphological deficits in dendritic branching of npas3-/- dentate gyrus granular neurons. Moreover, as shown in , the electrophysiological deficit in the npas3-/- dentate gyrus was also corrected by this treatment. The corresponding electrophysiological deficit in CA1 region of the hippocampus, however, was not affected (), underscoring the specificity of P7C3 to improving function of the dentate gyrus in npas3-/- mice. It was perplexing to observe that npas3-/- mice having such poorly arborized dendritic branching displayed elevated fEPSP signatures. P7C3-induced enhancement of granular neuron arborization could foster restoration of either excitatory or inhibitory circuitry – or a combination of the two. The observed data favors restoration of inhibitory circuitry, yet further experimentation will be required to resolve this question.
To further investigate the impact of P7C3 on hippocampal circuitry, we used immunohistochemistry to visualize the expression levels of synapsin proteins 1 and 2. Synapsins are major phosphoproteins in synaptic vesicles that modulate neurotransmitter release. Immunohistochemical staining assays revealed P7C3-dependent normalization of synapsin 1 and 2 protein levels in the dentate gyrus molecular layer of
npas3-/- mice (
Figure S3C). P7C3-mediated normalization was also observed for synaptobrevin 2, another marker of synaptic vesicle abundance (
Figure S3D).
Relative to vehicle controls, prolonged P7C3 administration did not affect the health of mothers, embryos, weanlings or young adult mice. Gross histology of brain tissue was normal in both compound- and vehicle-treated animals, and there was no evidence of neuronal cell loss or degenerative changes (cytoplasmic eosinophilia, vacuolization or nuclear pyknosis). The only morphological change, other than normalization of dendritic arborization of dentate gyrus granular neurons, was a compound-dependent increase in the thickness of the granular layer itself. The thickness of the granular layer of the dentate gyrus is roughly 40% less in
npas3-/- mice compared to wild type littermates. Prolonged administration of P7C3 significantly corrected this deficit without affecting thickness of other hippocampal layers in
npas3-/- mice (
Figure S3E).
Recognizing that reduced thickness of the npas3-/- dentate gyrus granular layer could be attributed to increased apoptosis of proliferating neural precursor cells, we examined the effect of P7C3 treatment on apoptosis in the hippocampus of npas3-/- mice through immunohistochemical staining of CCSP3. After 12 days of orally delivered P7C3 (20 mg/kg) to adult npas3-/- mice, a statistically significant reduction in CCSP3 staining was observed in the dentate gyrus (). We thereby propose that P7C3 facilitates repair of the granular layer of the dentate gyrus in npas3-/- mice by overcoming a genotype-specific enhancement in apoptosis.
P7C3 Protects Mitochondrial Membrane Integrity
Work pioneered by the laboratory of Xiaodong Wang has shown that an intrinsic pathway leading to apoptosis emanates from mitochondria (
Liu et al., 1996;
Yang et al., 1997). Knowing that P7C3 ameliorates the death of newborn neurons in the dentate gyrus in living mice, we wondered whether its function might relate to mitochondrial integrity. With the help of the Wang lab, assays were established to test whether P7C3 might protect cultured U2OS cells from calcium-induced mitochondrial dissolution (
Distelmaier et al., 2008). Tetramethylrhodamine methyl ester (TMRM) dye is sequestered by active mitochondria, and when loaded with TMRM, vehicle treated cells released the dye within 15 minutes of exposure to the calcium ionophore A23187. By contrast, dye release was fully prevented in cells exposed to as little as 10nM of P7C3 (). The P7C3A29 and P7C3A35 variants of P7C3 known to be inactive
in vivo were also inactive in this assay. Preservation of mitochondrial membrane potential in this assay was observed for the
R-enantiomer of P7C3-OMe, but not the
S-enantiomer. Finally, protection of mitochondrial membrane permeability was observed at an enhanced level for the P7C3A20 variant, which also exhibited the highest level of pro-neurogenic activity (). P7C3, but not the inactive P7C3A29 derivative, was also capable of preserving mitochondrial integrity in cultured primary cortical neurons (
Figure S4).
Comparison of P7C3 to Two Classes of Anti-Apoptotic Compounds
We next compared P7C3 to two other classes of putatively anti-apoptotic compounds. Serono Pharmaceuticals Research Institute reported a series of brominated carbazole compounds capable of inhibiting Bid-mediated release of cytochrome c in isolated mitochondria (
Bombrun et al., 2003). Independent studies from Russia also reported the discovery of a putatively anti-apoptotic chemical. In the latter case a tetrahydro-γ-carboline, an antihistamine trade-named Dimebon, has been reported to block apoptosis of cortical neurons exposed to amyloid-beta peptide (
Bachurin et al., 2001), and to protect mitochondrial membrane potential (
Bachurin et al., 2003).
Chemical samples corresponding to the most active Serono compound (, Serono compound 1), the least active Serono compound (, Serono compound 2), and Dimebon () were obtained and tested for pro-neurogenic activity in mice. As shown in , the more active of the Serono compounds exhibited pro-neurogenic activity superior to its less active relative. It was likewise observed that Dimebon was pro-neurogenic in vivo. Neither the active Serono compound nor Dimebon, however, reached an equivalent ceiling of pro-neurogenic efficacy as P7C3, and the dose required for maximal efficacy was higher in both cases than P7C3 ().
In an effort to quantitatively compare the
in vivo, pro-neurogenic activities of P7C3, its A20 derivative, Dimebon and the active Serono compound (Serono compound 1), we first sought to define the ceiling of efficacy (CoE) for each compound. The background level of neurogenesis in experiments conducted on wild type mice throughout this study was consistently measured to be 14.5 ± 1.1 × 10
-6 BrdU-positive neurons per mm
3 of the dentate gyrus (, ,
S1). Administration of P7C3 elevated the level to 30 ± 1.4 × 10
-6 BrdU-positive neurons per mm
3, corresponding to a 100% increase over basal levels (, ,
S1). The P7C3A20 variant increased the observed CoE level to 150% (), whereas administration of both Dimebon and the active Serono compound achieved CoE values corresponding to a 60% increase in neurogenesis ().
To compare the relative potencies of the four chemicals, we asked what levels of drug administration were required to reach the 60% CoE level of the Dimebon and Serono compounds. As shown in , 30μM of Dimebon, 10 μM of Serono compound 1, and between 1 and 3 μM of P7C3 were respectively required to reach the 60% CoE level. Moreover, as shown in , administration of only 0.1 μM of the P7C3A20 variant exceeded the 60% CoE level. As judged by this simplistic definition of potency, the amount of P7C3 required to achieve the 60% CoE level was somewhere between 1/ 10th and 1/ 30th the level of Dimebon (1-3 μM versus 30 μM). Finally, the A20 derivative of P7C3 exceeded the CoE of Dimebon when administered at a dose of as little as 0.1 μM, giving evidence of estimated potency 300X that of Dimebon. Minimally, these interpretations suggest that further SAR assays should facilitate the generation of pharmacophores with substantial enhancement in potency and ceiling level of pro-neurogenic efficacy.
We next turned to the assay for calcium -induced mitochondrial dissolution to assess the activities of the two Serono compounds and Dimebon. As shown in , Dimebon protected mitochondrial membrane integrity at the 10 μM and 1 μM levels, but not at sub-micromolar concentrations. Serono compound 1 also afforded protection of mitochondrial membrane potential, losing activity between the 100nM and 10nM test levels. Finally, Serono compound 2 was inactive at all doses tested. Notonly do these data parallel the pro-neurogenic activities of the three compounds in living mice (), but – in the case of the two Serono compounds – parallel the reported activities in test tube reactions measuring protection of mitochondria from Bid-mediated cytochrome c release (
Bombrun et al., 2003).
P7C3 Ameliorates Cognitive Decline in Aged Rats
If possible, we would have performed behavioral studies of learning and memory on
npas3-/- mice that had received prolonged treatment with either P7C3 or vehicle. Unfortunately,
npas3-/- mice are incapable of swimming and thus not able to be evaluated in the standard assay for hippocampus-dependent learning – the Morris water maze test. As such we turned to aged Fisher rats as a means of performing behavioral tests capable of assessing the potential benefits of P7C3 on hippocampus-dependent learning. It is well established that normal rodent aging is associated with attenuation of hippocampal neurogenesis (
Kuhn et al., 1996,
Driscoll et al., 2006). Reduced neurogenesis in aged rats is likely related to increased neuronal apoptosis in the aged rat brain (
Martin et al., 2002;
Kim et al., 2010). These changes have been hypothesized to contribute to cognitive decline as a function of terminal aging.
We first evaluated whether P7C3 would enhance hippocampal neurogenesis in aged rats as it does in adult mice. Rats were injected with a daily, IP dose of either 10mg/ kg of P7C3 or vehicle, co-injected with a daily dose of BrdU, then sacrificed after seven days for immunohistochemistry. As shown in
Figure S5A, compound-treated animals revealed a 500% increase in BrdU labeling in the dentate gyrus relative to vehicle-treated controls. Immunohistochemical staining with antibodies to doublecort in likewise revealed a robust, compound-specific enrichment in this marker of newborn neurons.
Having observed pro-neurogenic efficacy of P7C3 in this short-term assay, we then tested whether prolonged administration of P7C3 might ameliorate age-related decline in cognition by subjecting 18 month old rats to daily administration of either 10mg/ kg of P7C3 or vehicle-only for two months. Animals of both groups were further subjected to weekly IP administration of BrdU (50 mg/ kg) for later immunohistochemical measurements of hippocampal neurogenesis. As a control, both P7C3- and vehicle-treated groups were confirmed to display equal ability to physically participate in the task, and learn the task, as shown by decreased latency times to find the hidden platform over the five day training period, both before and after two months of treatment (
Figure S5B). Moreover, neither swim speed (
Figure S5C) nor locomotor activity (
Figure S5D) varied with age or treatment paradigm.
Following two months of compound or vehicle administration, cognitive ability was assessed blind to treatment group by removing the goal platform. Animals of the P7C3-treated group retained a statistically significant improvement in ability to navigate to the region of the missing platform, as evidenced by performance in the probe test. As shown in , when the platform was removed from the maze, rats treated with P7C3 crossed the precise location previously containing the platform significantly more often than vehicle-treated rats. Furthermore, P7C3-treated rats spent a higher percentage of time in the general goal area, defined as the quadrant previously containing the platform, than vehicle-treated rats (35.5 ± 2.2% for P7C3-treated, 28.1 ± 2.6% for vehicle-treated, Student’s t Test p<.02).
Following behavioral testing, animals were sacrificed for immunohistochemical detection of BrdU and CCSP3. As shown in , the dentate gyrus of rats exposed to P7C3 showed a 3-fold higher level of BrdU-positive neurons than that of the vehicle group. Moreover, P7C3-treated animals showed a statistically significant reduction in the number of CCSP3-positive cells relative to vehicle controls ().
Unexpectedly, administration of P7C3 helped rats maintain stable body weight with aging, in contrast to vehicle treated rats whose weight declined steadily with age (). P7C3-mediated effects on body weight were independent of food intake (
Figure S5E), and treatment of aged rats with P7C3 had no effect on post-fasting blood glucose levels (
Figure S5E). It will be of interest to determine whether P7C3-mediated preservation of body weight in aged rats operates via central or peripheral modes of action.