Ketamine's usage as a medicine has a long history, more than 50 years old. At first, it was used as an anesthetic and analgesic agent, but following that, its ability to block NMDA (glutamate N-methyl-D-aspartate calcium channels) receptors was discovered and the usage of the drug in psychiatry was also approved [1]. The approval of ketamine as a drug came first for hyperalgesia [2] and then for schizophrenia [3], but later on it was also used for treatment of resistant unipolar and bipolar depressions [4, 5, 6]. Its rapid action, its effectiveness in combating the symptoms, and its benign and transient adverse effects back up its common, current usage [7].
If we add the quick and effective anti-depressive action of ketamine to its well-proven immunomodulatory [8, 9] and antimicrobial potential [10, 11, 12], we need to consider a possible influence of ketamine on the gut bacteria. Even though the dosage of ketamine used in anesthesiology and anti-depressive therapy is well below its minimal inhibitory concentration (MIC) for the majority of bacteria [11], the possible influence of ketamine on bacterial growth cannot be ignored. It is widely known that even sub-inhibitory concentration of chemicals, such as antibiotics, can affect many properties of bacteria, such as virulence factors’ expression or cell morphology [13, 14, 15, 16, 17]. So far there are few published results about the potential modulation of antibacterial properties of ketamine used in the concentration range specific to therapy of depression. The knowledge about possible influence of ketamine seems to be essential, as the mechanism of action of this drug in depression is believed to result from, among other factors, its anti-inflammatory activity [18]. Even more interestingly, some data even suggest that this anti-inflammatory activity is, at least partially, the result of interaction between the drug and gut bacteria [19]. Changes of bacterial virulence – apart from expression of virulence genes and formation of biofilm – include also changes in proliferation rate and the development of so-called small colony variants (SCVs). SCVs are considered especially important in the case of chronic infections, promoting chronic low-grade inflammation, which is also commonly linked with depressive disorders [20, 21]. In the current study we aimed to evaluate the in vitro influence of ketamine on the proliferation, cytotoxicity, and phagocytosis resistance of Enterococcus when exposed to ketamine in concentrations used in depressive disorders therapy.
The 27 studied enterococcal strains were isolated from various clinical samples as etiological agents of infection and collected in the Department of Medical Microbiology, Medical University of Gdansk (Table 1). The isolates were identified to species level by strep ID test (BioMerieux, Poland) and classified as different strains of
Source of strains
The growth rate was studied in Brain Heart Infusion Broth (BHI, Oxoid, England). Medium was inoculated with bacterial strains and cultured at 37°C in aerobic conditions with shaking (200 rpm). After 24 h, the fresh BHI was inoculated with 10 μL of bacterial suspension. Each isolate was then incubated at 37°C for 3 hours in two variants: with or without ketamine. The concentration of ketamine used in the experiment was 200 ng/mL – the maximal plasma concentration obtained from a patient undergoing anti-depression therapy 40 minutes after infusion [22].
The samples were then centrifuged and pellets were washed three times with saline. To measure metabolic activity of
For the assessment of phagocytosis, THP-1 human monocytes cell line (TIB-202™, ATCC, American Type Culture Collection) was used. The cells were cultured in RPMI-1640 medium supplemented with 2 mM L-glutamine, 100 U/mL penicillin, 100 μg/mL streptomycin, and 10% (vol/vol) heat-inactivated fetal bovine serum (FBS) (all from Sigma-Aldrich, USA). For each phagocytosis assay, the enterococcal culture stained with CFDA-SE was used.
Each phagocytic mixture contained 0.4 mL of stained enterococci (8 × 107) and 0.4 mL of monocytes (2.5 × 107). The mixture was incubated for 45 min at 37 °C. Suspension of monocytes was then stained with propidium iodide (PI, Sigma Aldrich, USA) at room temperature to determine cells’ membrane permeability and to evaluate cytotoxicity of enterococci. Emitted fluorescence was determined using a FACSVerse flow cytometer. Differences in phagocytosis effectiveness between strains treated with ketamine and without ketamine were measured as the changes in green fluorescence (for CFDA-SE) and the cytotoxicity of bacterial cells (treated with ketamine vs. not treated with ketamine) was measured as the changes in red fluorescence (for PI). The red fluorescence emitted by PI-stained monocytes not exposed to bacterial suspension was considered a baseline value for monocytes’ viability.
To analyze protein profiles, BHI medium was inoculated with bacterial strains and cultured at 37°C in aerobic conditions with shaking (200 rpm). After 24 h, the fresh BHI was inoculated with 10 μL of bacterial suspension. Each isolate was then incubated at 37°C for 18 hours in two variants: with or without ketamine. The samples were centrifuged, and pellets were washed three times with saline. The bacterial pellet was applied to a metal plate and dried at room temperature. Then, 1 μL of an α-cyano-4-hydroxycinnamic acid matrix solution (HCCA, Bruker Daltonics) was applied and the sample was left to dry at room temperature. Measurement of the spectrum and comparative analysis with reference spectra of bacteria were performed using MALDI-Biotyper 3.0 (Bruker Daltonics, USA). Mass spectra were collected using FlexControl software (Bruker Daltonics, USA). Then, the spectra were baseline analyzed using mMass Software, version 5.5.0. [23].
The ratio of the number of bacteria and the intensity of fluorescence, expressed as mean fluorescence per particle (green fluorescence for CFDA-SE/FSC; red fluorescence for PI/FSC), were subjected to the analysis of variance (ANOVA) with Statistica™10 software (StatSoft, Poland). The normality of distribution was verified by χ2 test, and the data were normalized by Box–Cox transformation.
Although the ketamine does not affect the formation of SCVs,
In contrast to our expectations, the majority of strains (57.7%) increased both proliferation and cellular metabolism at tested concentration of ketamine. The increase of proliferation varied from 1.23 up to 4.5 times (median 2.45) while increase of metabolism varied from 1.24 up to 5.90 times (median 2.75) when compared to bacteria not exposed to ketamine. Correlation between induction of proliferation and metabolism rate measured by CFDA-SE hydrolysis has not been proved, but based on abovementioned criteria, we might define two groups of strains: boosted and inhibited by ketamine (Figure 1).
The diverse response of strains to ketamine was also visible in protein profiles analyzed by MALDI-TOF. In detailed analysis, in the spectral profiles of studied enterococci, 15 peaks were identified with m/z value of 2211, 2633, 3420, 3670, 4440, 4780, 5360 6080, 6230, 6400, 6840, 7330, 7570, 8910 and 9540. Eight of those peaks were described previously by Stępień-Pyśniak D as characteristic for
In both groups of strains (inhibiting and intensifying the proliferation rate) and in the abovementioned study of Stępień-Pyśniak et al. [24], relative intensity of the peak was the highest at m/z 4440 and this value remained unchanged after incubation with ketamine.
In the strains responding to the exposure to ketamine by increasing the proliferation, most of the proteins increased in amount, decreased peak intensity was noticed at m/z 5360 and 6400. In the group of strains with inhibited proliferation, the intensity of peaks was lower after incubation with ketamine, with the exception of m/z value at 4439, 5360 and 9540 (Table 2).
Changes of relative values of protein peak after incubation of the enterococcal strains with ketamine. Group A+: strains increasing proliferation when cultured with ketamine; group B+ strains inhibited by ketamine; group A and B – strains cultured without ketamine. Grey bars: peaks typical for Enterococcus faecalis according to Stępień-Pyśniak D et al. [24]. Dark grey bars: the highest protein peak for all the measurements, considered as baseline for observed levels in other protein peaks (group A and B) and after the exposure to ketamine (group A+ and B+). Green color underlines the increase of peak value; the red color indicates decreased or missing peak when compared to strains not exposed to ketamine
Reference | m/z | Group A | Group A + | Group B | Group B + |
---|---|---|---|---|---|
Stępień-Pyśniak D | 2211 | 67 | 88 | 0 | 25 |
2663 | 29 | 0 | 0 | 17 | |
3421 | 29 | 29 | 33 | 20 | |
3669 | 26 | 35 | 24 | 0 | |
4439 | 100 | 100 | 100 | 100 | |
4778 | 28 | 37 | 22 | 17 | |
5361 | 53 | 40 | 38 | 62 | |
6084 | 14 | 16 | 15 | 10 | |
6231 | 14 | 15 | 18 | 0 | |
6403 | 25 | 24 | 31 | 26 | |
6839 | 31 | 32 | 40 | 38 | |
7326 | 42 | 59 | 42 | 13 | |
7572 | 23 | 0 | 23 | 19 | |
8911 | 12 | 15 | 21 | 12 | |
9544 | 27 | 35 | 23 | 26 |
Not only proliferation rate and protein profiles were different in both groups. Susceptibility to phagocytosis was lower within groups “boosted” by ketamine strains. The ANOVA analysis proved decreased cytotoxicity and increased phagocytosis rates in the group of strains inhibited by ketamine. The changes of cytotoxicity and phagocytosis were not as evident in cases of strains with increased proliferation (Figure 2).
It is widely known that ketamine inhibits bacterial growth [10, 11], but MIC value usually is above even the concentration used for anesthetic purposes, while concentrations used in the therapy of depression are many times lower. In our study, we have identified the strains with unexpectedly heterogeneous response to subinhibitory concentration of ketamine. Bacterial response to ketamine was visible in all observed aspects – proliferation, metabolism rate, and protein profiles, and was shown to affect cytotoxicity, and the phagocytosis resistance of strains as well. That in itself is not surprising when we take into consideration bacterial (not only
Inhibition of proliferation and metabolism together with increased susceptibility to phagocytosis can be considered as related to the reduced risk of chronic infection. For one, all those factors will affect the effective removal of bacteria from the host body by the immune cells; for another, the persistence of bacterial agents is considered an important factor affecting the development of depression [25]. Therefore, such observation may also be treated as an additional, possible explanation of ketamine's anti-depressive mode of action. This is apart, of course, from the evident inhibition of NMDA (N-methyl-D-aspartate) receptors [26]. Inversely, a significant portion of the strains seems to be resistant to ketamine and to react in the opposite way, which may be one of the possible explanations behind the varied response to ketamine when used long-term, among the patients with treatment-resistant depression. This diversity could be also explained by the changes in protein profiles. Currently it is believed that the protein profiles reflect bacterial metabolism [27]. The highest intensity peak was observed at m/z 4440 – in both groups of bacteria – inhibited and stimulated by the ketamine. What is interesting is that others also reported such occurrence [24].
The fact that
Based on our results, we propose the hypothesis that micro-biome susceptibility to ketamine may be one of the elements essential for the successful pharmacotherapy of depression. Although presented results are preliminary, it is also clear that mechanisms and consequences of observed changes are the promising target for future studies, including influence of ketamine on biofilm formation and survival of bacteria within phagocytes. This study contributes to the evidence for interplay between pro- and anti-inflammatory response with microbiome dysfunction.
We have also proved that this diverse reaction of bacterial cells to ketamine may be noticed only at a very early stage of growth curve. Later on, the ketamine does not affect the bacteria in any specific way (data not shown).
The results of the study proved the influence of therapeutic concentration of ketamine on cytotoxicity, proliferation, and phagocytosis resistance, as well as the diversity in the response of enterococcal isolates to ketamine. Taking into consideration that such properties of bacteria are related to the risk of chronic inflammation, the abovementioned findings might be essential for therapy individualization of patients suffering from depressive disorders.