Study design
The following study is a randomized, open-label prospective trial conducted at the Central Institute of Mental Health (CIMH) in Mannheim (Germany). In this study, we compared two groups of patients with two different antidepressant treatments: mirtazapine and venlafaxine. Both antidepressants have shown in the literature an effect on neurosteroids’ concentrations (20,21), besides being the most prescribed antidepressants in Germany after citalopram (19). In addition, we measured urine concentrations of two neurosteroids, PREG and ALLO, to define whether there is a correlation between clinical response for a specific treatment (mirtazapine vs. venlafaxine) and the reduction of both neurosteroids’ concentration. During the open-label trial, participants continued to receive psychiatric inpatient treatments. The trial consisted of two different time points: baseline and after 28 days of antidepressant treatment.
All participants were fully informed, and we received written informed consent before participation. This study was conducted under the Helsinki Declaration and approved by the Ethics Committee of the Medical Faculty Mannheim of the University of Heidelberg. The study is registered on the German Clinical Trials Register (DRKS00000008) website.
Selection criteria and study participants
For this purpose, we recruited patients with depressive disorders from the inpatient unit for affective disorders in the Central Institute of Mental Health (CIMH) of Mannheim.
As an inclusion criterion, participants must meet the DSM-IV-TR criteria for a depressive episode or major depressive disorder (MDD), evaluated through semi-standardized clinical interviews (SCID-I) by two experienced psychiatrists (MG, BS). Moreover, all participants must have > 18 years old, have a Hamilton Depression Rating Scale (HDRS) score of at least 18 points before starting the open trial, and sign the informed consent to be included in this trial. Finally, participants were included in the study if data registration of the variables age, sex, BMI, PREG, and ALLO at baseline was completed.
General exclusion criteria for this open trial were the withdrawal of participation through informed consent, underage participants, and HRDS < 18 points. Other medical exclusion criteria for this study were the presence of anemia, hepatic or renal failure, a body-mass index (BMI) < 16 kg/m2, and the use of steroids at the moment of the study (22). Furthermore, participants who regularly took statins, lipid-lowering agents, and/or oral antidiabetic agents were excluded from the study. In addition, participants who changed habitual nutrition (e.g., following a diet to lose weight) were also excluded (9,23). Concerning possible psychiatric diagnoses as exclusion criteria, participants with concomitant substance dependence, bipolar disorders, or schizophrenia-spectrum disorders (e.g., paranoid schizophrenia, schizoaffective disorders) were also excluded from the study. Finally, participants with a conservatorship or legal protectors, patients who could not give their consent because of severe mental illness, and participants with an acute exacerbation or life-threatening worsening of the mental status (e.g., suicide attempts, acute psychosis) were excluded from the study.
Initially, we recruited 105 participants with a depressive episode or MDD. However, two were excluded for not meeting the inclusion criteria, and eleven revoked their informed consent. The remaining 92 patients were randomly assigned in approximately equal numbers (1:1) to two groups: a venlafaxine group (VG) and a mirtazapine group (MG). However, we excluded patients due to acute life-threatening worsening of depression during treatment (2 participants of MG), drug-serious adverse events (3 participants of VG), withdrawal of informed consent during the treatment period (5 participants of VG, and 1 participant of MG) and premature discharge from the CIMH (1 participant of VG, and 1 participant of MG). Due to incomplete data, mainly concerning neurosteroids (PREG and ALLO), we excluded 10 participants of VG and 12 of MG.
Finally, 57 participants (nVG = 27; nMG = 30) remained, completed the open trial, and were included in the analysis.
Trial course
Before starting the open trial, participants underwent a one-week washout, which consisted of suspending any psychotropic drug (including antidepressants). The purpose of this period was to reach a drug therapy-naivety and to avoid any interaction effects. However, it was only allowed to use lorazepam or zolpidem pro-re-nata (PRN) for restlessness or insomnia, respectively (23).
During this washout period, patients were routinely evaluated by two experienced psychiatrists (MGi, BSc), assessing psychopathological examinations and HDRS for depressive symptoms (baseline evaluation). If patients showed HDRS scores < 18 points by the end of the washout period, they were excluded from the study, considering them as “responders during washout”.
After six days of the washout period, participants were allocated randomly to two groups, as mentioned above, and were treated either with mirtazapine or venlafaxine over 28 days. In case of mirtazapine, this was given once at 9:30 p.m. On the other hand, venlafaxine was given either once at 8:30 a.m. or on two occasions, at 8:30 a.m. and 12:30 p.m. Concerning drug doses, both antidepressants were administered at a minimum dose of 30 mg for mirtazapine and 75 mg for venlafaxine, with dose flexibility otherwise (23).
During the treatment periods, the course of the disease was documented weekly using the 21-item-HDRS. The evaluations were made on the 7th (first evaluation), the 14th (second evaluation), the 21st (third evaluation), and the end of the study (28th day, last evaluation). With the HDRS scores, we defined “response” as a ≥ 50% score reduction at the end of the study compared to baseline and “remission” as HDRS ≤ 7 at the end of the study (23).
Finally, to assess the neurosteroids ALLO and PREG, night urine was collected after the wash-out period (baseline) and on the last trial day (28th day, after psychotropic drug therapy) from 10:30 p.m. to 8:30 a.m. of the next day. After collection, we aliquoted and stored the urine samples at -30° C in separate boxes, which we later sent to a research facility (Institute of Endocrinology, Prague, Czech Republic) for analysis.
Assessment of neurosteroids
Gas chromatography-mass spectrometry (GC/MS) was used to analyze the concentrations of ALLO and PREG (24). In brief, free steroids were extracted from urine by diethyl-ether; steroid conjugates were hydrolyzed and extracted. The resulting residues were derivatized by methoxyamine hydrochloride and analyzed by GC/MS. Steroids were purchased from Steraloids (Newport, RI, USA), Sylon B from Supelco (Bellefonte, PA, USA), methoxylamine hydrochloride from Sigma (St. Louis, MO, USA), and solvents from Merck (Darmstadt, Germany).
Steroid levels were measured on a GCMS-QP2010 Plus system by Shimadzu (Kyoto, Japan) consisting of a gas chromatograph equipped with automatic flow control, an AOC-20s autosampler, and a single quadrupole detector with an adjustable electron (voltage of 10-195 V). A capillary column with a medium polarity RESTEK Rxi column (diameter 0.25 mm, length 15 m, film thickness 0.1 μm) was used for analyses. Electron impact ionization with electron voltage fixed at 70 V and emission current set to 160 μA was used. The injection port, ion source, and interface temperatures were maintained at 220 °C, 300 °C, and 310 °C, respectively. Analyses were carried out in the splitless mode with a constant linear velocity of the carrier gas (He), which was maintained at 60 cm/s. The septum purge flow was set at 3 ml/min. The samples were injected using the high-pressure mode (200 kPa), which was maintained for 1 min. The detector voltage was set to 1.4 kV.
Outcomes
The primary outcome of this open-label trial was the effect of treatment (mirtazapine or venlafaxine), clinical response (operationalized through HDRS), and treatment duration (28 days) on the urine concentrations of PREG or ALLO of participants from an inpatient unit with depression. Additionally, our secondary outcome was to determine the effect of clinical response and treatment duration on the urine concentration of PREG or ALLO, independently of the antidepressant given (mirtazapine or venlafaxine).
Finally, we included variations in the HDRS scores through the trial period in both treatment groups. In this case, as suggested elsewhere, we defined clinical response if the HDRS total values were reduced to ≥ 50% and remission as a final score of ≤ 7 points (23,25,26).
Statistical analysis
Numeric variables that fitted a Gaussian distribution are specified in the text as mean (standard deviation). Numeric variables with a non-Gaussian distribution (i.e., median ≠ mean) are shown as median (interquartile range, 3rd quantile – 1st quantile). Categorical variables and count data are specified as numbers or fractions. Data with more than two decimals were rounded. Values smaller than 0.005 are presented as < 0.005 and values greater than 1 million are expressed in scientific notation (6). Descriptive data in the text are presented in tables. To evaluate the significance of differences between groups, t-tests were used for continuous normally distributed data and the U-test for continuous non-Gaussian data. We used the χ2 or the exact Fisher test for the categorical and count data. For these differences, p-values were calculated. This study defined statistical significance whenever the two-tail-p-value was less than or equal to 0.05.
Primary and secondary outcomes were analyzed using general linear mixed models (LMM). Firstly, we calculated the primary outcome’s interaction time (i.e., baseline, after 28 days) * response (i.e., response, no response) * treatment (mirtazapine, venlafaxine). After that, we calculated time * response for the secondary outcome in another LMM and removed the variable “treatment” from the model to make it independent of the antidepressant treatment. The interactions were corrected for gender, age, and BMI confounding factors. In addition, we log-transformed the concentrations of PREG and ALLO using natural logarithms. We carried out multiple imputations with linear interactions and a maximum of 1000 iterations in case of missing values (five missing values). For both groups, PREG and ALLO levels were estimated in multiple imputations using the variables gender, BMI, and age of the participants. In the LMM, fixed effect omnibus tests were carried out to define the main effects of the variables in the model and to evaluate the variable in the model against the null model. The results of the LMM were reported graphically, and results are described in the text using p-values (significance threshold: p = 0.05) and 95% confidence intervals (95CI). When needed, post-hoc tests were carried out for the LMM when differences between the time * response * treatment and the time * response were significant.
For the statistical analyses (especially for LMM) and the descriptive data, we used the R-based software jamovi 2.0.0 (27) and the toolbox GAMLj (28). Finally, we generated the graphs using Prism 8 GraphPad (GraphPad Software Inc., California, United States of America).