Abstract
Melatonin (MEL), an indolamine with diverse functions in the brain, has been shown to produce antidepressant-like effects, presumably through stimulating neurogenesis. We recently showed that the combination of MEL with ketamine (KET), an NMDA receptor antagonist, has robust antidepressant-like effects in mice, at doses that, by themselves, are non-effective and have no adverse effects. Here, we show that the KET/MEL combination increases neurogenesis in a clone derived from human olfactory neuronal precursors, a translational pre-clinical model for effects in the human CNS. Neurogenesis was assessed by the formation of cell clusters > 50 µm in diameter, positively stained for nestin, doublecortin, BrdU and Ki67, markers of progenitor cells, neurogenesis, and proliferation. FGF, EGF and BDNF growth factors increased the number of cell clusters in cultured, cloned ONPs. Similarly, KET or MEL increased the number of clusters in a dose-dependent manner. The KET/MEL combination further increased the formation of clusters, with a maximal effect obtained after a triple administration schedule. Our results show that the combination of KET/MEL, at subeffective doses that do not produce adverse effects, stimulate neurogenesis in human neuronal precursors. Moreover, the mechanism by which the combination elicits neurogenesis is meditated by melatonin receptors, CaM Kinase II and CaM antagonism. This could have clinical advantages for the fast treatment of depression.
Keywords: melatonin, ketamine, neurogenesis, olfactory neuronal precursors, antidepressants
1. Introduction
Melatonin (N-acetyl-5-methoxytriptamine; MEL) is an ancient, phylogenetically well-conserved molecule [1]. This indolamine is synthesized in the pineal gland in accordance with the photoperiod [1] and directly released into the cerebrospinal fluid and into general circulation [2,3]. Additionally, MEL is synthesized in non-pineal tissues. Among these, melatonin is produced in the brain in specific regions such as the cerebellum [4].
Pineal and local synthesis of MEL can be responsible for the high levels of this indolamine observed in the brain. The precise physiological meaning of high levels of MEL in the CNS is not known, but presumably, it is to protect neurons and glia from oxidative stress and inflammation, as well as to stimulate the formation of new neurons in specific niches [5]. In addition, MEL in the CNS has antidepressant-like effects, associated with neurogenesis and dendritogenesis produced in the dentate gyrus of the hippocampus of rodents [6,7,8]. Similar effects have been demonstrated for ISSR antidepressants in animal models and postulated as a therapeutic mechanism in humans [8].
Recently, we described that administration of MEL at non-effective antidepressant doses, in combination with non-effective psychomimetic doses of ketamine (KET), a N-methyl-D-aspartate (NMDA) receptor antagonist under single or triple administration protocols, causes antidepressant-like effects in mice associated with increased neurogenesis in the dentate gyrus of the hippocampus, without psychomimetic effects [8].
Despite animal models being very useful in the characterization of antidepressant drugs, studies in humans are necessary, because sometimes the effects observed in animals are not reproduced. Clinical trials are expensive and complex, and therefore, pre-clinical human neuronal models that reflect biological and biochemical responses observed in the CNS are necessary to translate pharmacological responses to humans before starting clinical trials.
In the last two decades, the neuroepithelial tissue, as well as olfactory neuronal precursors (ONPs) derived from it, have been used as experimental models to study the etiology of neuropsychiatric diseases and as a model of neurodevelopment [9,10,11,12]. Pharmacological responses also have been studied in these cells to validate drug responses for the treatment of Parkinson’s disease [13]. Neuronal precursors derived from this tissue and cultured in selective media [14,15] been used to characterize schizophrenia, bipolar disorder and Alzheimer’s disease biomarkers [16,17,18].
The neuroepithelial tissue is formed by sustentacular cells, olfactory neurons and globose cells which are stem cells that, in culture, actively proliferate, forming in a first stage adhered clusters stained with anti-nestin, anti-BrdU, anti-pheripherin and anti-βIII tubulin antibodies [19]. In a later stage, these clusters grow and increase in size and then are detached from the surface of the Petri dish, floating in the culture media with a structure of neurospheres, indicating that these cells retain their neurogenic properties [14,20]. Similarly, cloned cells derived from these cultures also form these clusters and neurospheres [10].
The embryologic neuronal linage of the neuroepithelium is similar to the limbic region, with gene and neurotransmitter´s receptor expression (NMDA, serotonin, melatonin, brain-derived neurotrophic factor (BDNF), and dopamine) similar to those produced in neurons of the hippocampus, one of the main target of antidepressants currently used in the clinic [21,22]. The capability of globose cells to generate new cells of neuronal linage, as well as the expression of neurotransmitter receptors which are targets for antidepressant drugs in the CNS, makes primary cultures derived from the human olfactory neurepithelium a useful translational model for the screening of new drugs with potential use in the treatment of depression [23].
Since KET/MEL combination produced antidepressant-like effects and increased neurogenesis in mice, we hypothesized that this combination will be able to induce a neurogenic response in a clone of human olfactory neuronal precursors similar to nerve growth factors that have both antidepressant and neurogenic effects in culture and in mice hippocampus [24,25,26,27]. Here, we show that the KET/MEL combination at concentrations and administration schedules similar to those shown to produce antidepressant-like effects induced the formation of spheric clusters positive for neurogenesis markers similarly to the growth factors, fibroblastic growth factor (FGF), epidermal growth factor (EGF) and BDNF. The results also suggest that the neurogenic response elicited by a KET/MEL combination is mediated by melatonin receptors, CaM kinase II and CaM antagonism. The results also indicate that human olfactory neuronal precursors are useful as translational models to characterize the biological effects of drugs used in the treatment of neuropsychiatric diseases.
2. Results
2.1. Growth Factors Induce Cluster Formation in Human Olfactory Neuronal Precursors in Culture
Olfactory neuronal precursors proliferate in culture and form spherical clusters that express nestin [14]. These cells are mitotically active and incorporate BrdU [14]. On the other hand, EFG, FGF, and BDNF stimulate neurogenesis in cultured hippocampal stem cells as well as in the dentate gyrus of the hippocampus in mice [24,25,26,27]. Thus, we tested whether the effects of neuronal growth factors on neurogenesis observed in the mice hippocampus were also elicited in cultured ONPs. For this, we incubated the ONPs with the VEH, or 20 ng/mL of either FGF, EFG, or BDNF, during 6 h. Cell cultures were then stained with antibodies raised against nestin and doublecortin, which are markers of progenitor cells and neurogenesis, respectively [28,29]. Figure 1A shows that ONPs incubated with FGF, EFG, or BDNF formed clusters with a diameter larger than 50 µm. In contrast, a single cell has 10 µm in diameter. Clusters observed in cultures incubated with FGF, EGF, or BDNF were also positive for anti-Ki67 antibody staining, which labels the nuclei of proliferating cells (Figure 1B). Some clusters were not stained with the anti-Ki67 antibody (see FGF Panel). Data suggest that FGF, EGF, and BDNF stimulate neurogenesis in cultured ONPs.
2.2. Concentration–Response Effects of Ketamine and Melatonin on Cluster Formation
We tested the effects of either KET or MEL at different concentrations on cluster formation. Figure 2A shows an increased formation of spherical clusters in a concentration–response fashion in the presence of KET or MEL (Figure 2B). Significant differences were observed with an F(4,35) = 46.50, p ≤ 0.001, and F(4,35)= 30.10, p ≤ 0.001, respectively. At 10−5 M of either MEL or KET, we observed a nearly four-fold increase in the formation of spherical aggregates (Figure 2A,2B). Cellular growth was assessed as the amount of formazan formed by the cleavage of WST1 by mitochondrial enzymes in the presence of either KET or MEL (Figure 2C). A graph analysis shows that the amount of formazan made in the presence of MEL was 2.5 times that formed in the VEH-incubated cells (Figure 2C), a lower response was observed in the presence of KET, and formazan formed was increased 0.75 times regarding the vehicle-incubated cells (Figure 2C (H = 9.84, df = 2, p ≤ 0.001).
Representative images of clusters formed in the ONPs cultures in the presence of KET are shown in Figure 2D. DAPI staining showed the nuclei aggregated (Figure 2Da) phalloidin-TRITC stained the microfilaments (Figure 2Db). Clusters were stained with the anti-nestin and the anti-doublecortin antibodies (Figure 2Dc), while DNA was stained with the anti-BrdU antibody (Figure 2De,f). Merged images show the size of single cells in comparison with the spherical clusters (Figure 2Dd). The anti-doublecortin antibody stained the spherical clusters, while the anti-BrdU antibody stain was observed in the nucleus (Figure 2De,f). These data indicate that either MEL or KET alone stimulate cluster formation in ONPs and that these clusters are formed by proliferating non-differentiated and neurogenic cells.
2.3. Ketamine and Melatonin Combination Enhances Cluster Formation
Figure 3 shows the concentration response effects of MEL on spherical cluster formation in cells preincubated with 10−7 M KET. Representative images of clusters formed after 48 h incubation with KET and different concentrations of MEL for 6 h are shown in Figure 3A ok.
Increased concentrations of MEL caused an augmented number of cluster formation in ONPs previously challenged with KET 10−7 M for 48 h (Figure 3B). A concentration response effect was observed with increasing concentrations of MEL, and the number of clusters augmented three times in the presence of 10−5 M of the indolamine and KET 10−7 M (F(4,45) = 21.53, p ≤ 0.001) (Figure 3B). Data were analyzed by the synergy finder software in R with the “zero interaction potency model” [30]. Results for MEL (10−11, 10−9, 10−7 and 10−5 M) and KET (10−7 M) showed the next scores: −9.19, −9.72, −10.32 y −11.85. Cell proliferation measured by formazan formation in cells treated with KET/MEL showed an increased formation of this compound regarding the cells incubated with the vehicle (Figure 3C) (F(4,15) = 25.12, p ≤ 0.001). The data indicate that cluster formation is higher in the presence of MEL in combination with KET and suggest that the interaction of KET/MEL combination is additive.
2.4. The Anti-Depressant Schedule of KET/MEL Administration Increases Cluster Formation in Cultured Olfactory Neuronal Precursors
KET in combination with MEL was tested on cluster formation in cultured ONPs administered with the schedule we previously found to elicit an antidepressant-like effect and neurogenesis in mice [8]. The inset in Figure 4 shows the administration schedules. The cells were treated with a triple administration: The first administration (either the VEH or MEL) was given four days after plating (0 h). The second administration occurred 17 h after the first one (17 h), and the third administration (VEH, MEL, KET, or KET/MEL) occurred 6.5 h after the second one (23 ½ h). The cells were fixed 30 min after the third administration and stained with DAPI. Figure 4A shows images of clusters formed in cultures administered only with the VEH (a) or with MEL, MEL, KET/MEL (b). Quantitative data are shown in Figure 4B and cells cultured with KET/MEL (b) showed the maximal effect on cluster formation (H = 17.61, df = 6, p = 0.007). The results indicate that the schedule of administration that elicits the antidepressant-like effects and neurogenesis in mice also increases neurogenesis in cultures of ONPs.
2.5. Comparison of KET/MEL Effects on Cluster Formation with Nerve Growth Factors
Figure 5 shows the area, the frequency of cluster formation and the proliferation rate of ONPs cultured during 6 h with the KET/MEL combination and in comparison, with FGF, EGF and BDNF. As shown in Figure 5A, a major number of clusters with large area was observed in cultures of ONPs incubated with the KET/MEL combination and EGF. Similarly, the frequency of cluster formation (Figure 5B) and the proliferation rate (Figure 5C) was higher in these cultures. However, BDNF had only a small effect in all these parameters.
2.6. KN-62, Luzindole, and Trifluoperazine Inhibit Cluster Formation Elicited by KET/MEL Combination
To explore the mechanism by which the KET/MEL combination elicits cluster formation, ONPs were preincubated with either the vehicle (VEH), KN-62 an inhibitor of CaMKII, luzindole a non-specific MT1 and MT2 melatonin receptor antagonist, or trifluoperazine (TFP) a CaM antagonist, followed by 6 h incubation with the KET/MEL combination. Figure 6A shows that clusters formed in the presence of KET/MEL are more complex than those formed with the VEH. Additionally, KN-62, luzindole or TFP inhibited nearly by 60% the frequency of cluster formation (Figure 6B), indicating that CaMK II, MEL receptors and CaM are involved in the signaling pathway by which KET/MEL combination cause cluster formation.
3. Discussion
In this study, we show that KET and MEL administered alone and in combination elicited neurogenesis in cultured ONPs, similarly to the nerve growth factors FGF, EFG and BDNF. Additionally, the KET/MEL combination administered at subeffective doses and with a schedule like that which produces antidepressant-like effects in mice, produced increased neurogenesis in cultured ONPs.
Previously, it was shown that neuronal precursors in culture form neurospheres derived from a single cell, that proliferate until being detached from the surface of the culture dish [10,14]. Here, we determined the number of clusters formed by ONPs at an early stage, which is when they still are adhered to the substratum.
Previously, it was demonstrated that nestin is a marker for progenitor neurons, and doublecortin (DCX), a marker for newly formed neurons [28,29]. Additionally, the neurogenic nature of cells was demonstrated by BrdU incorporation into DNA and staining with an anti-BdrU antibody [6] and with an anti-Ki67 antibody, which label cells in proliferation [29,31] challenged with neuronal growth factors known to stimulate neurogenesis in neuronal cultures and in the dentate gyrus of the hippocampus [26,32,33,34].
Data obtained in our study showed that clusters of ONPs were stained with anti-nestin, anti-DCX, the markers of progenitor neuronal precursors and neurogenic neurons, respectively, as well as by anti-BrdU antibodies, or Ki67 which label proliferating cells [28,29]. Additionally, proliferation was measured by the amount of formazan formed in the presence of KET/MEL [35]. Thus, our data indicate that clusters are formed by proliferating neuronal precursors. However, some clusters are also formed by adhesion of neighboring cells, as demonstrated by the lack of Ki67 staining. This agrees with the recent concept published by Ladiwala et al., 2012, showing that clusters and neurospheres can also be formed by multiple cells that adhere together, and not only by a single cell that proliferates until forming a neurosphere [36]. Moreover, KET, MEL, or the KET/MEL combination increased the formation of clusters, indicating that these compounds stimulate neurogenesis similarly to the growth factors FGF, EFG, and BDNF. Thus, altogether data indicate that KET/MEL treatment induces neurogenesis in the in vitro cell culture model of human cloned ONPs.
Previously it was shown that BDNF, EFG and FGF growth factors induce antidepressant-like effects in mice [27,37]. Moreover, these growth factors stimulate neurogenesis in the dentate gyrus of the hippocampus which is presumably the way in which they produce antidepressant-like effects [24,32,33,34,38]. On the other hand, it has been suggested that the neuroepithelial tissue is a subrogate model to study molecular and metabolic changes produced in the central nervous system [12,39]. In this regard, our data support this concept, since growth factors were able to induce neurogenesis ex vivo in neuronal precursors derived from a human being, similarly to the reported effects on neuronal precursors derived from the subventricular zone of mice [34]. Thus, our data, together with the fact that these cells express receptors for dopamine, NMDA, BDNF, serotonin, among others [21], suggest that ONPs derived from neuropsychiatric patients can be challenged by different compounds in order to give a glimpse onto how the cells of any single patient respond to these treatments, and eventually this could lead to a preparation to test personalized pharmacological treatments.
To explore the ability of the KET/MEL combination to increase neurogenesis in cultured ONPs, we considered that anesthetic and psychodysleptic effects are produced in humans by KET at a range of 600–1200 ng/mL. Moreover, anxiety and paranoid feelings appear at 500 ng/mL [40]. Therefore, we devised a concentration–effect curve of KET on the human ONPs, using the range from anesthetic doses 3370 ng/mL (10−5 M) to 0.237 ng/mL (10−11 M), which reaches four orders of magnitude below the doses that cause anesthetic and psychedelic effects. Similarly, we tested physiological and pharmacological concentrations described for MEL in humans in plasma and in the cerebrospinal fluid during the night and after 10 mg of intravenous administration [41]. In our study, we found that cluster formation is elicited by KET at 100 nM, which is a concentration 2–3 orders of magnitude lower than anesthetic and psychomimetic doses. Similarly, we found MEL effects on neurogenesis at 100 nM, which is the concentration present in the cerebrospinal fluid at night [42]. Therefore, because the KET/MEL combination induces its neurogenic effects at nanomolar concentrations, which does not cause psychomimetic effects, it could be useful as a rescue therapeutic pharmacological treatment to those patients with depression resistant to treatment or those with suicidal ideations, because the antidepressant effects may be obtained in a therapeutically safe window, quickly and without collateral undesirable effects.
The mechanism by which the KET/MEL combination increases neurogenesis is not precisely known. KET is an antagonist of the NMDA receptor [43]. On the other hand, MEL stimulates MT1/MT2 receptors and in the rat habenula acts on the glutamatergic signaling system [44,45]. In addition, it has been reported that MEL increases BDNF levels [46]. In our study, cluster formation was inhibited by KN-62, luzindole and TFP, suggesting that CaMK II MEL receptors, as well as CaM, participate in the mechanism by which the combination stimulates neurogenesis. Previously, it was shown that MEL receptors participate in neurogenesis caused by MEL in mice [6,47]. On the other hand, NMDA antagonism by KET stimulates neurogenesis in cortical neurons [48]. Thus, altogether evidence suggest that the three types of receptors, MT1, MT2, and NMDA, may participate in the signaling pathway of the KET/MEL combination. In fact, MT1 and MT2 receptors are expressed in the clone of ONPs used in this study, and previously it was demonstrated that olfactory neurons express NMDA receptors [21,49]. On the other hand, mitochondria play a key role in proliferation and at mitochondrial level; melatonin maintains the membrane potential, ROS balance, and ATP synthesis, the intramitochondrial synthesis of melatonin, as well as the indolamine release in the cytosol and diffusion into the intracellular membranes where it can produce intracrine effects, especially in the binding to calmodulin and the activation of its protein targets such as CaMK II [50,51].
Despite this background knowledge, further research is necessary to explain in detail the mechanisms activated by the KET/MEL combination, as well as to disclose the molecules that participate in the signaling pathway downstream MEL and NMDA receptors. Finally, our results support that the ONPs derived from humans are a good translational model to study personalized pharmacological responses.
4. Materials and Methods
4.1. Cell Culture Protocol and Pharmacological Treatment
Olfactory neuronal precursors were obtained one time by nasal cavity exfoliation of the anterior region of the medial lateral turbinate from a human—a Latin American female participant of 54 years old. Cells were detached from the exfoliation brush by mechanical agitation and cultured to passage 4. Then, a clone was obtained by limiting dilution as described [52,53]. The experiments were carried out with the cloned cells for 20–30 passages.
ONPs were cultured in Dulbecco’s modified Eagle and F-12 media (DMEM/F-12) supplemented with 10% FBS, 4 mM L-glutamine, 100 μg/mL streptomycin, 100 IU/mL, penicillin, and 0.25 µg/mL amphotericin B. The clone was propagated, frozen, and stored in liquid nitrogen [52]. For the experiments, cells were replated at 10,000 cells/cm2 on 1.5 cm2 German round cover slips ((72196-12 Electron Microscopy Sciences, Hatfield, PA, USA) Germany), placed in 24-well multidishes (Corning Costar, Corning, NY, USA) and cultured for 4 days. Then, cells were incubated in serum free media with the vehicle (VEH) or the treatments. Cells were incubated with 20 ng/mL of either FGF, EGF or BDNF for 6 h. For concentration–response curves, ONPs were cultured with either KET or MEL at 10−11, 10−9, 10−7 or 10−5 M, and incubated for 6 h. After incubation, coverslips were washed tree times with PBS and cells fixed with 4% paraformaldehyde for 20 min and stored at 4 °C until their use.
For the experiments shown in Figure 3, cells were treated with 10−7 M KET for 48 h followed by 6 h incubation with of 10−11, 10−9, 10−7, or 10−5 M MEL. In other experiments (Figure 4), ONPs were treated using a triple administration schedule. Cells were treated with the VEH or 10−7 M of MEL at time 0 and 17 h. The 3rd administration was MEL (10−7 M), KET (10−7 M), or the combination, 6.5 h after the second one, and 30 min before fixation. For the experiments with pharmacological inhibitors (Figure 6), cells were treated with KN-62 (10 µM), luzindole (10 µM) or TFP (10 µM) for 15 min before adding KET/MEL 10−7 M. Cells were further incubated for 6 h before fixation. MEL and KET were dissolved in 60 µL of ethanol and 940 µL DMEM, respectively, to prepare a 1 mM stock solution. The final ethanol concentration was 0.06% in the culture media.
4.2. Immunofluorescence Staining
Cultures were processed for immunofluorescence as described [52]. Neuronal precursors and clusters were stained with an anti-nestin antibody (MAB5326, Millipore, Burlington, MA, USA) at 1:50 dilution and anti-doublecortin (ab207175, Abcam, Cambridge, UK) at 1:50 dilution. Proliferating cells were in some cases preloaded with 10 µM BdrU for 6 h and then recognized with an antibody raised against BrdU (1:100; ab8152 Abcam, Cambridge, UK) or with an anti-Ki67 (ab15580, Abcam, Cambridge, UK) at a 1:50 dilution [14]. Secondary antibodies were tetramethylrhodamine isothiocyanate (TRITC) coupled anti-mouse antibody (115 025 003, Jackson Immunoresearch, West Grove, PA, USA) in a dilution of 2:100 that recognizes the anti-nestin antibody and an anti-rabbit antibody coupled to FITC (11-095-152 Jackson Immunoresearch, West Grove, PA, USA), diluted 1:50, that recognized the anti-doublecortin antibody. Nuclei were stained with 300 nM 4′,6-diamidino-2-phenylindole (DAPI) (D1306Thermo Fisher Scientific, Waltham, MA, USA) and actin microfilaments with 200 nM phalloidin coupled to TRITC (phalloidin-TRITC) (Molecular Probes, Eugene, OR, USA) for 30 min at room temperature as described [17]. Coverslips were mounted in Vectashield (D1306, Thermo Fisher Scientific, Waltham, MA, USA).
For the experiments in Figure 6, the images were taken with an inverted confocal microscope, the LSM900 Carl Zeiss (Oberkochen, Germany). The acquisition of images was made in Sample Navigator mode with a 10× objective. This mode allowed us to obtain images of the entire area of the coverslip. For the rest of experiments, cells and clusters were observed with an Inverted Eclipse TE 2000 microscope. Images were acquired with a digital sight camara, the DS-2MV (NIKON, Melville, NY, USA), as previously described [49]. Proliferating clusters were counted in each of 10 fields and were normalized by the total number of cells determined by DAPI staining in each field. In other experiments, the cluster area was measured by using the NIS ELEMENTS DS3 software from NIKON (NIKON, Melville, NY, USA).
For each pharmacological treatment, the images were analyzed using the open software Image J (NIH), with the implementation of semi-automatic Macros (Instruction written in a program language that is equivalent to a sequence of actions) that allowed us to determine the areas of the regions of interest (ROI). The data of the areas to be acquired from the binary mask of each sample navigator coverslip image were processed and analyzed using the macros implementation in Visual Basic Excel programming language. Clusters are considered areas over of 200 mm2 (≈50 mm cluster diameter).
4.3. Cell Proliferation Assay
Neuronal precursor´s proliferation was measured by the cleavage of tetrazolium WST1 to form the colored compound formazan with a commercial kit (Chemicon International). Absorbance was measured at 440 nm in a microplate reader (Coulter DTX 880 from Beckman) [35].
4.4. Statistical Analysis
Data that met the criteria of normality (Kolmogorov–Smirnov test) and variance equality were compared using a One-Way Analysis of Variance (ANOVA). Dunnett´s or Bonferroni´s tests for multiple comparisons vs. control group were applied when the ANOVA showed significant difference; p-values ≤ 0.05 were considered to be statistically significant. When data did not meet normality or variance equality criteria, a non-parametric analysis Kruskal–Wallis analysis of variance on ranks (* p ≤ 0.05; ** p ≤ 0.01; and *** p ≤ 0.001) was used, followed by the Dunn´s multiple comparison test. Data and statistical analysis were carried out using the Sigma Plot Program (version 12.3), R software (Version 4.1.3), R-Studio (Version 2022.02.3 ₊ 492). Groups analyzed by ANOVA or Kruskal–Wallis were unbalanced. Graphics were performed with the GraphPad Prisma 7 Software. A concentration–dose response curve for the combination was analyzed by the synergyfinder software in R with the “zero interaction potency” model [30].
5. Conclusions
Our results show that FGF, EGF, BDNF, KET, MEL and the KET/MEL combination stimulate neurogenesis and cell cluster formation in cultured ONPs derived from a living human, thus shedding light on the mechanism for producing antidepressant effects. Our results further indicate that cultured ONPs are a useful translational model to study biological responses elicited by antidepressant drugs, neuronal growth factors and other drugs, which could be used in determining personalized medical treatments for neuropsychiatric disease.
6. Patents
G.B.-K., R.E.-R., M.L.D., C.T. and D.B.Q.-C. are co-inventors on a patent for the use of the ketamine and melatonin combination in the treatment of mood disorders and assigned their patent’s rights to the Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; they will share a percentage of any royalties that may be received by the Institution.
Acknowledgments
We express our gratitude to Marcela Valdés Tovar for technical teaching to the student Daniel B. Quero-Chávez.
Author Contributions
The listed authors contributed to this work as described in the following: G.A.B.-K. conceptualization, conceived, methodology, writing—original draft, discussion of the data, and writing the paper. R.E.-R. contributed to design of research, writing, and reviewing of paper. D.B.Q.-C., contributed to the cell experiments. S.A.-E. conducted the culture cell and proliferation rate experiments. M.G.C. conceptualization and conducted the inhibitor experiments, analysis of data and figures design. C.T. figure preparation, data analysis, inhibitors experiments, writing and editing the manuscript. L.A.C.-J. contributed to the cell data analysis and discussion. J.O.-S. contributed to design experiments and data processing. J.A. statistical data analysis of cell experiments. R.C.-G. inhibitors experiments, program design for data processing and editing graphical figures. M.L.D. contributed to conceptualization, and analysis of data. All authors participated in the writing and discussion of this research. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee of Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, protocol code: CEI/071/2017 on 9 October 2017.
Informed Consent Statement
Informed consent was obtained from the subject involved in the study. Written informed consent has been obtained from the participant to publish this paper.
Data Availability Statement
The data presented in this study are available on request from the corresponding author.
Conflicts of Interest
The authors declare no conflict of interest.
Sample Availability
Cloned ONPs are available from GBK.
Funding Statement
Funding of this study was provided by “Consejo Nacional de Ciencia y Tecnología” (CONACyT) Grant No 290526 to G.B.-K. and Grant No 252935 to CT. CONACyT had no further role in study design, in the collection, analysis and interpretation of data; nor in the writing of the report or and in the decision to submit the paper for publication.
Footnotes
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References
- 1.Reiter R.J. The Melatonin Rhythm: Both a Clock and a Calendar. Experientia. 1993;49:654–664. doi: 10.1007/BF01923947. [DOI] [PubMed] [Google Scholar]
- 2.Tan D.-X., Manchester L.C., Sanchez-Barcelo E., Mediavilla M.D., J. Reiter R. Significance of High Levels of Endogenous Melatonin in Mammalian Cerebrospinal Fluid and in the Central Nervous System. Curr. Neuropharmacol. 2010;8:162–167. doi: 10.2174/157015910792246182. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Acuña-Castroviejo D., Escames G., Venegas C., Díaz-Casado M.E., Lima-Cabello E., López L.C., Rosales-Corral S., Tan D.-X.X., Reiter R.J. Extrapineal Melatonin: Sources, Regulation, and Potential Functions. Cell. Mol. Life Sci. 2014;71:2997–3025. doi: 10.1007/s00018-014-1579-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Pinato L., da Silveira Cruz-Machado S., Franco D.G., Campos L.M.G., Cecon E., Fernandes P.A.C.M., Bittencourt J.C., Markus R.P. Selective Protection of the Cerebellum against Intracerebroventricular LPS Is Mediated by Local Melatonin Synthesis. Brain Struct. Funct. 2015;220:827–840. doi: 10.1007/s00429-013-0686-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Hardeland R. Recent Findings in Melatonin Research and Their Relevance to the CNS. Cent. Nerv. Syst. Agents Med. Chem. 2018;18:102–114. doi: 10.2174/1871524918666180531083944. [DOI] [PubMed] [Google Scholar]
- 6.Ramírez-Rodríguez G., Klempin F., Babu H., Benítez-King G., Kempermann G. Melatonin Modulates Cell Survival of New Neurons in the Hippocampus of Adult Mice. Neuropsychopharmacology. 2009;34:2180–2191. doi: 10.1038/npp.2009.46. [DOI] [PubMed] [Google Scholar]
- 7.Domínguez-Alonso A., Ramírez-Rodríguez G., Benítez-King G. Melatonin Increases Dendritogenesis in the Hilus of Hippocampal Organotypic Cultures. J. Pineal Res. 2012;52:427–436. doi: 10.1111/j.1600-079X.2011.00957.x. [DOI] [PubMed] [Google Scholar]
- 8.Estrada-Reyes R., Quero-Chávez D.B., Trueta C., Miranda A., Valdés-Tovar M., Alarcón-Elizalde S., Oikawa-Sala J., Argueta J., Constantino-Jonapa L.A., Muñoz-Estrada J., et al. Low Doses of Ketamine and Melatonin in Combination Produce Additive Antidepressant-like Effects in Mice. Int. J. Mol. Sci. 2021;22:9225. doi: 10.3390/ijms22179225. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Santarelli L., Saxe M., Gross C., Surget A., Battaglia F., Dulawa S., Weisstaub N., Lee J., Duman R., Arancio O., et al. Requirement of Hippocampal Neurogenesis for the Behavioral Effects of Antidepressants. Science. 2003;301:805–809. doi: 10.1126/science.1083328. [DOI] [PubMed] [Google Scholar]
- 10.Matigian N., Abrahamsen G., Sutharsan R., Cook A.L., Vitale A.M., Nouwens A., Bellette B., An J., Anderson M., Beckhouse A.G., et al. Disease-Specific, Neurosphere-Derived Cells as Models for Brain Disorders. DMM Dis. Model. Mech. 2010;3:785–798. doi: 10.1242/dmm.005447. [DOI] [PubMed] [Google Scholar]
- 11.Evgrafov O.V., Wrobel B.B., Kang X., Simpson G., Malaspina D., Knowles J.A. Olfactory Neuroepithelium-Derived Neural Progenitor Cells as a Model System for Investigating the Molecular Mechanisms of Neuropsychiatric Disorders. Psychiatr. Genet. 2011;21:217–228. doi: 10.1097/YPG.0b013e328341a2f0. [DOI] [PubMed] [Google Scholar]
- 12.Lavoie J., Gassó Astorga P., Segal-Gavish H., Wu Y.W.C., Chung Y., Cascella N.G., Sawa A., Ishizuka K. The Olfactory Neural Epithelium As a Tool in Neuroscience. Trends Mol. Med. 2017;23:100–103. doi: 10.1016/j.molmed.2016.12.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Sattler R., Ayukawa Y., Coddington L., Sawa A., Block D., Chipkin R., Rothstein J.D. Human Nasal Olfactory Epithelium as a Dynamic Marker for CNS Therapy Development. Exp. Neurol. 2011;232:203–211. doi: 10.1016/j.expneurol.2011.09.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Othman M., Lu C., Klueber K., Winstead W., Roisen F.J. Clonal Analysis of Adult Human Olfactory Neurosphere Forming Cells. Biotech. Histochem. 2005;80:189–200. doi: 10.1080/10520290500469777. [DOI] [PubMed] [Google Scholar]
- 15.Zhang X., Klueber K.M., Guo Z., Lu C., Roisen F.J. Adult Human Olfactory Neural Progenitors Cultured in Defined Medium. Exp. Neurol. 2004;186:112–123. doi: 10.1016/j.expneurol.2003.10.022. [DOI] [PubMed] [Google Scholar]
- 16.Muñoz-Estrada J., Lora-Castellanos A., Meza I., Alarcón Elizalde S., Benítez-King G. Primary Cilia Formation Is Diminished in Schizophrenia and Bipolar Disorder: A Possible Marker for These Psychiatric Diseases. Schizophr. Res. 2018;195:412–420. doi: 10.1016/j.schres.2017.08.055. [DOI] [PubMed] [Google Scholar]
- 17.Solís-Chagoyán H., Calixto E., Figueroa A., Montaño L.M., Berlanga C., Rodríguez-Verdugo M.S., Romo F., Jiménez M., Gurrola C.Z., Riquelme A., et al. Microtubule Organization and L-Type Voltage-Activated Calcium Current in Olfactory Neuronal Cells Obtained from Patients with Schizophrenia and Bipolar Disorder. Schizophr. Res. 2013;143:384–389. doi: 10.1016/j.schres.2012.11.035. [DOI] [PubMed] [Google Scholar]
- 18.Riquelme A., Valdés-Tovar M., Ugalde O., Maya-Ampudia V., Fernández M., Mendoza-Durán L., Rodríguez-Cárdenas L., Benítez-King G. Potential Use of Exfoliated and Cultured Olfactory Neuronal Precursors for In Vivo Alzheimer’s Disease Diagnosis: A Pilot Study. Cell. Mol. Neurobiol. 2020;40:87–98. doi: 10.1007/s10571-019-00718-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Calof A.L., Chikaraishi D.M. Analysis of Neurogenesis in a Mammalian Neuroepithelium: Proliferation and Differentiation of an Olfactory Neuron Precursor in Vitro. Neuron. 1989;3:115–127. doi: 10.1016/0896-6273(89)90120-7. [DOI] [PubMed] [Google Scholar]
- 20.Othman M., Klueber K., Lu C., Winstead W., Roisen F.J. Immunomagnetic Separation of Adult Human Olfactory Neural Progenitors. Biotech. Histochem. 2005;80:177–188. doi: 10.1080/10520290500469769. [DOI] [PubMed] [Google Scholar]
- 21.Borgmann-Winter K.E., Rawson N.E., Wang H.Y., Wang H., MacDonald M.L., Ozdener M.H., Yee K.K., Gomez G., Xu J., Bryant B., et al. Human Olfactory Epithelial Cells Generated in Vitro Express Diverse Neuronal Characteristics. Neuroscience. 2009;158:642–653. doi: 10.1016/j.neuroscience.2008.09.059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Horiuchi Y., Kano S.I., Ishizuka K., Cascella N.G., Ishii S., Talbot C.C., Jaffe A.E., Okano H., Pevsner J., Colantuoni C., et al. Olfactory Cells via Nasal Biopsy Reflect the Developing Brain in Gene Expression Profiles: Utility and Limitation of the Surrogate Tissues in Research for Brain Disorders. Neurosci. Res. 2013;77:247–250. doi: 10.1016/j.neures.2013.09.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Borgmann-Winter K., Willard S.L., Sinclair D., Mirza N., Turetsky B., Berretta S., Hahn C.G. Translational Potential of Olfactory Mucosa for the Study of Neuropsychiatric Illness. Transl. Psychiatry. 2015;5:e527. doi: 10.1038/tp.2014.141. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Bull N.D., Bartlett P.F. The Adult Mouse Hippocampal Progenitor Is Neurogenic but Not a Stem Cell. J. Neurosci. 2005;25:10815–10821. doi: 10.1523/JNEUROSCI.3249-05.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Kang W., Hébert J.M. FGF Signaling Is Necessary for Neurogenesis in Young Mice and Sufficient to Reverse Its Decline in Old Mice. J. Neurosci. 2015;35:10217–10223. doi: 10.1523/JNEUROSCI.1469-15.2015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Li Y.J., Li Y.J., Di Yang L., Zhang K., Zheng K.Y., Wei X.M., Yang Q., Niu W.M., Zhao M.G., Wu Y.M. Silibinin Exerts Antidepressant Effects by Improving Neurogenesis through BDNF/TrkB Pathway. Behav. Brain Res. 2018;348:184–191. doi: 10.1016/j.bbr.2018.04.025. [DOI] [PubMed] [Google Scholar]
- 27.Vithlani M., Hines R.M., Zhong P., Terunuma M., Hines D.J., Revilla-Sanchez R., Jurd R., Haydon P., Rios M., Brandon N., et al. The Ability of BDNF to Modify Neurogenesis and Depressive-like Behaviors Is Dependent upon Phosphorylation of Tyrosine Residues 365/367 in the GABA(A)-Receptor Γ2 Subunit. J. Neurosci. 2013;33:15567–15577. doi: 10.1523/JNEUROSCI.1845-13.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Doyle K.L., Khan M., Cunningham A.M. Expression of the Intermediate Filament Protein Nestin by Sustentacular Cells in Mature Olfactory Neuroepithelium. J. Comp. Neurol. 2001;437:186–195. doi: 10.1002/cne.1278. [DOI] [PubMed] [Google Scholar]
- 29.Knoth R., Singec I., Ditter M., Pantazis G., Capetian P., Meyer R.P., Horvat V., Volk B., Kempermann G. Murine Features of Neurogenesis in the Human Hippocampus across the Lifespan from 0 to 100 Years. PLoS ONE. 2010;5:e8809. doi: 10.1371/journal.pone.0008809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Yadav B., Wennerberg K., Aittokallio T., Tang J. Searching for Drug Synergy in Complex Dose–Response Landscapes Using an Interaction Potency Model. Comput. Struct. Biotechnol. J. 2015;13:504–513. doi: 10.1016/j.csbj.2015.09.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bai X., Yan Y., Canfield S., Muravyeva M.Y., Kikuchi C., Zaja I., Corbett J.A., Bosnjak Z.J. Ketamine Enhances Human Neural Stem Cell Proliferation and Induces Neuronal Apoptosis via Reactive Oxygen Species-Mediated Mitochondrial Pathway. Anesth. Analg. 2013;116:869–880. doi: 10.1213/ANE.0b013e3182860fc9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Numakawa T., Odaka H., Adachi N. Actions of Brain-Derived Neurotrophin Factor in the Neurogenesis and Neuronal Function, and Its Involvement in the Pathophysiology of Brain Diseases. Int. J. Mol. Sci. 2018;19:3650. doi: 10.3390/ijms19113650. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ostenfeld T., Svendsen C.N. Requirement for Neurogenesis to Proceed through the Division of Neuronal Progenitors Following Differentiation of Epidermal Growth Factor and Fibroblast Growth Factor-2-Responsive Human Neural Stem Cells. Stem Cells. 2004;22:798–811. doi: 10.1634/stemcells.22-5-798. [DOI] [PubMed] [Google Scholar]
- 34.Sotthibundhu A., Ekthuwapranee K., Govitrapong P. Comparison of Melatonin with Growth Factors in Promoting Precursor Cells Proliferation in Adult Mouse Subventricular Zone. EXCLI J. 2016;15:829–841. doi: 10.17179/EXCLI2016-606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Buttke T.M., McCubrey J.A., Owen T.C. Use of an Aqueous Soluble Tetrazolium/Formazan Assay to Measure Viability and Proliferation of Lymphokine-Dependent Cell Lines. J. Immunol. Methods. 1993;157:233–240. doi: 10.1016/0022-1759(93)90092-L. [DOI] [PubMed] [Google Scholar]
- 36.Ladiwala U., Basu H., Mathur D. Assembling Neurospheres: Dynamics of Neural Progenitor/Stem Cell Aggregation Probed Using an Optical Trap. PLoS ONE. 2012;7:e38613. doi: 10.1371/journal.pone.0038613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Gururajan A., Clarke G., Dinan T.G., Cryan J.F. Neuroscience and Biobehavioral Reviews Molecular Biomarkers of Depression. Neurosci. Biobehav. Rev. 2016;64:101–133. doi: 10.1016/j.neubiorev.2016.02.011. [DOI] [PubMed] [Google Scholar]
- 38.JM S. Using CSF Biomarkers to Replicate Genetic Associations in Alzheimer’s Disease. Neurobiol. Aging. 2012;33:1486.e9–1486.e15. doi: 10.1016/J.NEUROBIOLAGING.2011.02.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Lavoie J., Sawa A., Ishizuka K. Application of Olfactory Tissue and Its Neural Progenitors to Schizophrenia and Psychiatric Research. Curr. Opin. Psychiatry. 2017;30:176–183. doi: 10.1097/YCO.0000000000000327. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Bowdle T.A., Radant A.D., Cowley D.S., Kharasch E.D., Strassman R.J., Roy-Byrne P.P. Psychedelic Effects of Ketamine in Healthy Volunteers: Relationship to Steady-State Plasma Concentrations. Anesthesiology. 1998;88:82–88. doi: 10.1097/00000542-199801000-00015. [DOI] [PubMed] [Google Scholar]
- 41.Harpsøe N.G., Andersen L.P.H., Gögenur I., Rosenberg J. Clinical Pharmacokinetics of Melatonin: A Systematic Review. Eur. J. Clin. Pharmacol. 2015;71:901–909. doi: 10.1007/s00228-015-1873-4. [DOI] [PubMed] [Google Scholar]
- 42.Reiter R.J., Sharma R., Rosales-Corral S., de Mange J., Phillips W.T., Tan D.X., Bitar R.D. Melatonin in Ventricular and Subarachnoid Cerebrospinal Fluid: Its Function in the Neural Glymphatic Network and Biological Significance for Neurocognitive Health. Biochem. Biophys. Res. Commun. 2022;605:70–81. doi: 10.1016/j.bbrc.2022.03.025. [DOI] [PubMed] [Google Scholar]
- 43.Yang C., Yang J., Luo A., Hashimoto K. Molecular and Cellular Mechanisms Underlying the Antidepressant Effects of Ketamine Enantiomers and Its Metabolites. Transl. Psychiatry. 2019;9:280. doi: 10.1038/s41398-019-0624-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Evely K.M., Hudson R.L., Dubocovich M.L., Haj-dahmane S. Melatonin Receptor Activation Increases Glutamatergic Synaptic Transmission in the Rat Medial Lateral Habenula. Synapse. 2016;70:181–186. doi: 10.1002/syn.21892. [DOI] [PubMed] [Google Scholar]
- 45.Reynolds J.L., Dubocovich M.L. Melatonin Multifaceted Pharmacological Actions on Melatonin Receptors Converging to Abrogate COVID-19. J. Pineal Res. 2021;71:e12732. doi: 10.1111/jpi.12732. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Luo Y., Peng M., Wei H. Melatonin Promotes Brain-Derived Neurotrophic Factor (BDNF) Expression and Anti-Apoptotic Effects in Neonatal Hemolytic Hyperbilirubinemia via a Phospholipase (PLC)-Mediated Mechanism. Med. Sci. Monit. 2017;23:5951–5959. doi: 10.12659/MSM.907592. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Liu J., Clough S.J., Dubocovich M.L. Role of the MT1 and MT2 Melatonin Receptors in Mediating Depressive- and Anxiety-like Behaviors in C3H/HeN Mice. Genes Brain Behav. 2017;16:546–553. doi: 10.1111/gbb.12369. [DOI] [PubMed] [Google Scholar]
- 48.Duman R.S., Shinohara R., Fogaça M.V., Hare B. Neurobiology of Rapid-Acting Antidepressants: Convergent Effects on GluA1-Synaptic Function. Mol. Psychiatry. 2019;24:1816–1832. doi: 10.1038/s41380-019-0400-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Galván-Arrieta T., Trueta C., Cercós M.G., Valdés-Tovar M., Alarcón S., Oikawa J., Zamudio-Meza H., Benítez-King G. The Role of Melatonin in the Neurodevelopmental Etiology of Schizophrenia: A Study in Human Olfactory Neuronal Precursors. J. Pineal Res. 2017;63:e12421. doi: 10.1111/jpi.12421. [DOI] [PubMed] [Google Scholar]
- 50.Tan D.X., Hardeland R. Targeting Host Defense System and Rescuing Compromised Mitochondria to Increase Tolerance against Pathogens by Melatonin May Impact Outcome of Deadly Virus Infection Pertinent to COVID-19. Molecules. 2020;25:4410. doi: 10.3390/molecules25194410. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Argueta J., Solís-Chagoyán H., Estrada-Reyes R., Constantino-Jonapa L.A., Oikawa-Sala J., Velázquez-Moctezuma J., Benítez-King G. Further Evidence of the Melatonin Calmodulin Interaction: Effect on CaMKII Activity. Int. J. Mol. Sci. 2022;23:2479. doi: 10.3390/ijms23052479. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Benítez-King G., Riquelme A., Ortíz-López L., Berlanga C., Rodríguez-Verdugo M.S., Romo F., Calixto E., Solís-Chagoyán H., Jímenez M., Montaño L.M., et al. A Non-Invasive Method to Isolate the Neuronal Linage from the Nasal Epithelium from Schizophrenic and Bipolar Diseases. J. Neurosci. Methods. 2011;201:35–45. doi: 10.1016/j.jneumeth.2011.07.009. [DOI] [PubMed] [Google Scholar]
- 53.Solís-Chagoyán H., Flores-Soto E., Valdés-Tovar M., Cercós M.G., Calixto E., Montaño L.M., Barajas-López C., Sommer B., Aquino-Gálvez A., Trueta C., et al. Purinergic Signaling Pathway in Human Olfactory Neuronal Precursor Cells. Stem Cells Int. 2019;2019:2728786. doi: 10.1155/2019/2728786. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data presented in this study are available on request from the corresponding author.