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1.
Drugs R D ; 24(2): 275-283, 2024 Jun.
Article in English | MEDLINE | ID: mdl-39042293

ABSTRACT

BACKGROUND AND OBJECTIVE: Venlafaxine hydrochloride extended-release (ER) capsules are commonly used to treat depression and anxiety disorders. Evaluation of the bioequivalence of generic formulations with reference products is essential to ensure therapeutic equivalence. The objective of this study was to evaluate the bioequivalence, safety, and tolerability of Chinese-manufactured venlafaxine hydrochloride extended-release capsules compared with USA-manufactured EFFEXOR® XR in healthy Chinese volunteers under fed conditions. METHODS: A randomized, open-label, single-dose, crossover study was conducted. Subjects were randomly assigned to receive the test formulation (one 150-mg ER capsule manufactured in China) or the reference formulation (one 150-mg ER capsule manufactured in the USA). The bioequivalence of the two drugs was assessed using the area under the plasma concentration-time curve from time zero to the last sampling time (AUC0-t) and the maximum observed concentration (Cmax). RESULTS: A total of 28 subjects were enrolled and randomly assigned to receive a single dose of either the test or reference capsule. All the subjects completed the study and were included in the pharmacokinetic (PK) and safety analyses. The mean AUC0-t and Cmax of venlafaxine and its active metabolite O-desmethylvenlafaxine were comparable between the test and reference products with both parameters close to 100% and the corresponding 90% confidence intervals within the specified 80-125% bioequivalence boundary. Safety was also assessed between the two products and all adverse events (AEs) in this study were mild in severity. CONCLUSIONS: Both the test and reference venlafaxine hydrochloride ER capsules were bioequivalent and showed a similar safety and tolerability profile in the population studied. CLINICAL TRIALS REGISTRATION: This study was registered at the Drug Clinical Trial Registration and Information Publicity Platform ( http://www.chinadrugtrials.org.cn/index.html ) with registration number CTR20211243, date: June 1, 2021.


Subject(s)
Capsules , Cross-Over Studies , Delayed-Action Preparations , Healthy Volunteers , Therapeutic Equivalency , Venlafaxine Hydrochloride , Humans , Venlafaxine Hydrochloride/pharmacokinetics , Venlafaxine Hydrochloride/administration & dosage , Venlafaxine Hydrochloride/adverse effects , Male , Adult , Delayed-Action Preparations/pharmacokinetics , Female , Young Adult , Area Under Curve , Drugs, Generic/pharmacokinetics , Drugs, Generic/administration & dosage , Drugs, Generic/adverse effects , Asian People , China , Middle Aged , East Asian People
2.
Sci Rep ; 14(1): 15167, 2024 07 02.
Article in English | MEDLINE | ID: mdl-38956425

ABSTRACT

Selective serotonin reuptake inhibitors (SSRIs) and serotonin and norepinephrine reuptake inhibitors (SNRIs) are reported to cause stress cardiomyopathy (SC). This study evaluated the association between SSRI/SNRI use and the occurrence of cardiomyopathy in the publicly available U.S. Food and Drug Administration Adverse Event Reporting System (FAERS) database. Disproportionate analysis and likelihood ratio tests were used to identify risk associated with SSRIs or SNRIs and the incidence of SC, using data from between from 2012 to 2022 acquired from the FAERS database. The study identified 132 individual case safety reports (ICSRs) of SC associated with SSRIs or SNRIs. Venlafaxine (48%) and fluoxetine (27%) were the most common antidepressants of the ICSRs. Approximately 80% of SC cases were reported in females, with individuals aged 45-65 years identified as a high-risk population. Both venlafaxine (ratio-scale information component [RSIC] 2.54, 95% CI 2.06-3.04) and fluoxetine (RSIC 3.20, 95% CI 2.31-4.47) were associated with SC, with likelihood ratio estimates of 3.55 (p = 0.02) for venlafaxine and 4.82 (p = 0.008) for fluoxetine. The median time to cardiomyopathy onset was 20 days, with hospitalization reported in 48.33% of patients. Venlafaxine and fluoxetine were associated with SC risk, particularly in middle-aged women. Caution should be exercised when using SSRIs or SNRIs combined with other serotonergic medications.


Subject(s)
Pharmacovigilance , Selective Serotonin Reuptake Inhibitors , Serotonin and Noradrenaline Reuptake Inhibitors , Takotsubo Cardiomyopathy , Humans , Female , Selective Serotonin Reuptake Inhibitors/adverse effects , Male , Middle Aged , Aged , Serotonin and Noradrenaline Reuptake Inhibitors/adverse effects , Takotsubo Cardiomyopathy/chemically induced , Takotsubo Cardiomyopathy/epidemiology , Adverse Drug Reaction Reporting Systems , Adult , United States/epidemiology , Venlafaxine Hydrochloride/adverse effects , Fluoxetine/adverse effects , Databases, Factual , Risk Factors
3.
J Clin Psychopharmacol ; 44(5): 472-480, 2024.
Article in English | MEDLINE | ID: mdl-39008875

ABSTRACT

BACKGROUND: Agomelatine is an antidepressant drug that acts as an agonist of melatoninergic MT1/2 receptors and an antagonist of serotonergic 5-HT2C receptors. Studies suggest that agomelatine has anxiolytic properties in social anxiety, but there are no studies that assessed the effects of this compound in human experimental anxiety induced by a public speaking test. The objective of our investigation was to assess the effects of agomelatine on human experimental anxiety using the Simulation Public Speaking Test (SPST). METHODS: Agomelatine (25 mg, n = 14), citalopram (20 mg, n = 14), venlafaxine (75 mg, n = 14), or placebo (n = 14) were administered in single doses to healthy volunteers in a double-blind study. Subjective anxiety was assessed with the Visual Analogue Mood Scale. Arterial blood pressure, heart rate, and blood levels of prolactin and cortisol were also recorded, as well as plasma levels of the 3 drugs. RESULTS: The SPST induced significant subjective, physiological, and hormonal effects in all groups. The SPST also increased the anxiety and decreased mental sedation Visual Analogue Mood Scale factors during the anticipatory and performance phases of the test. Citalopram increased anxiety during the test in females, whereas agomelatine and venlafaxine were not different from placebo. CONCLUSIONS: Confirming previous results, a serotonin selective reuptake inhibitor, citalopram, caused an anxiogenic effect in the SPST only in females. Acute administration of a low dose of agomelatine failed to modify the behavioral and physiological changes caused by this test. Future studies using higher doses and repeated administration should investigate if agomelatine behavioral and physiological effects could be detected in human experimental anxiety models.


Subject(s)
Acetamides , Citalopram , Venlafaxine Hydrochloride , Humans , Double-Blind Method , Acetamides/pharmacology , Acetamides/administration & dosage , Acetamides/adverse effects , Male , Adult , Female , Citalopram/pharmacology , Citalopram/administration & dosage , Young Adult , Venlafaxine Hydrochloride/pharmacology , Venlafaxine Hydrochloride/administration & dosage , Heart Rate/drug effects , Anxiety/drug therapy , Hydrocortisone/blood , Anti-Anxiety Agents/pharmacology , Anti-Anxiety Agents/administration & dosage , Healthy Volunteers , Prolactin/blood , Naphthalenes
4.
Psychiatry Clin Neurosci ; 78(8): 468-472, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38867362

ABSTRACT

BACKGROUND: Habenula, a hub brain region controlling monoaminergic brain center, has been implicated in major depressive disorder (MDD) and as a possible target of antidepressant response. Nevertheless, the effect of antidepressant drug treatment on habenular volumes remains unknown. The objective of the present research was to study habenular volume change after antidepressant treatment in patients with MDD, and assess whether it is associated with clinical improvement. METHODS: Fifty patients with a current major depressive episode (MDE) in the context of MDD, and antidepressant-free for at least 1 month, were assessed for habenula volume (3T MRI with manual segmentation) before and after a 3 months sequence of venlafaxine antidepressant treatment. RESULTS: A 2.3% significant increase in total habenular volume (absolute volume: P = 0.0013; relative volume: P = 0.0055) and a 3.3% significant increase in left habenular volume (absolute volume: P = 0.00080; relative volume: P = 0.0028) were observed. A significant greater variation was observed in male patients (4.8%) compared to female patients. No association was observed between habenular volume changes and response and remission. Some habenula volume changes were associated with improvement of olfactory pleasantness. CONCLUSION: Habenular volumes increased after 3 months of venlafaxine treatment in depressed patients. Further studies should assess whether cell proliferation and density or dendritic structure variations are implied in these volume changes.


Subject(s)
Depressive Disorder, Major , Habenula , Magnetic Resonance Imaging , Venlafaxine Hydrochloride , Humans , Venlafaxine Hydrochloride/pharmacology , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/pathology , Female , Male , Habenula/drug effects , Habenula/diagnostic imaging , Habenula/pathology , Adult , Middle Aged , Antidepressive Agents, Second-Generation/pharmacology
5.
Int J Pharm ; 661: 124306, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-38871137

ABSTRACT

Breast cancer is the most frequently diagnosed cancer in women worldwide, and non-adherence to adjuvant hormonotherapy can negatively impact cancer recurrence and relapse. Non-adherence is associated with side effects of hormonotherapy. Pharmacological strategies to mitigate the side effects include coadministration of antidepressants, however patients remain non-adherent. The aim of this work was to develop medicines containing both hormonotherapy, tamoxifen (20 mg), along with anti-depressants, either venlafaxine (37.5 or 75 mg) or duloxetine (30 or 60 mg), to assess the acceptability and efficacy of this personalised approach for mitigating tamoxifen side effects in a clinical trial. A major criterion for the developed medicines was the production rate, specified at minimum 200 dosage units per hour to produce more than 40,000 units required for the clinical trial. A novel capsule filling approach enabled by the pharmaceutical 3D printer M3DIMAKER 2 was developed for this purpose. Firstly, semi-solid extrusion 3D printing enabled the filling of tamoxifen pharma-ink prepared according to French compounding regulation, followed by filling of commercial venlafaxine or duloxetine pellets enabled by the development of an innovative pellet dispensing printhead. The medicines were successfully developed and produced in the clinical pharmacy department of the cancer hospital Gustave Roussy, located in Paris, France. The developed medicines satisfied quality and production rate requirements and were stable for storage up to one year to cover the duration of the trial. This work demonstrates the feasibility of developing and producing combined tamoxifen medicines in a hospital setting through a pharmaceutical 3D printer to enable a clinical trial with a high medicines production rate requirement.


Subject(s)
Breast Neoplasms , Duloxetine Hydrochloride , Precision Medicine , Printing, Three-Dimensional , Tamoxifen , Venlafaxine Hydrochloride , Tamoxifen/administration & dosage , Duloxetine Hydrochloride/administration & dosage , Humans , Precision Medicine/methods , Venlafaxine Hydrochloride/administration & dosage , Breast Neoplasms/drug therapy , Female , Antidepressive Agents/administration & dosage , Drug Compounding/methods , Antineoplastic Agents, Hormonal/administration & dosage
6.
Clin Neurol Neurosurg ; 243: 108400, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38901375

ABSTRACT

OBJECTIVE: Migraine, as a primary headache disorder, stands as one of the primary causes of disability worldwide. Consequently, prophylactic treatments are highly recommended for individuals experiencing recurrent migraine episodes. Our study aimed to compare the efficacy and safety profiles of venlafaxine and nortriptyline in the prophylactic management of migraine. METHODS: In this single-center, randomized, double-blind clinical trial, 210 migraine patients were allocated into two groups in a 1:1 ratio. One group received venlafaxine (37.5 mg, orally twice daily), while the other group administered nortriptyline (25 mg, orally once daily). A neurologist documented (1) headache intensity using the Visual Analog Scale (VAS) and 6-point Behavioral Rating Scale (BRS-6), (2) headache frequency (per month), and (3) headache duration (in hours) of participants on days 0, 45, and 90 of the intervention. RESULTS: Following the 90-day intervention, a significant decrease was observed in VAS, BRS-6, frequency, and duration of headaches within both groups (all with p-values <0.001). No difference in VAS, BRS-6, or headache durations was observed between the two groups after 45 and 90 days of treatment (all p-values > 0.05). Although the headache frequency exhibited no difference between the groups after 45 days (p-value = 0.097), a significantly lower frequency in the venlafaxine group was observed at day 90 of the intervention (p-value = 0.011). The reductions in attack parameters in the 0-45- and 0-90-day intervals did not meet statistical significance between the two groups (p-values > 0.05). 77.0 % of the participants in the venlafaxine group and 79.2 % in the nortriptyline group experienced a minimum of 50 % improvement in all attack parameters. Venlafaxine demonstrated a statistically significant lower incidence of adverse reactions in comparison to nortriptyline (p-value = 0.005). A total of 33 adverse drug reactions were documented in the venlafaxine group and 53 in the nortriptyline group, with insomnia observed in the former and xerostomia in the latter as the most prevalent side effects. CONCLUSIONS: Venlafaxine and nortriptyline demonstrate clinically significant and comparable therapeutic efficacy for migraine patients in reducing the intensity, frequency, and duration of headache attacks. Venlafaxine may be preferred to nortriptyline in the context of migraine preventive treatment under comparable conditions due to its lower incidence of adverse effects.


Subject(s)
Migraine Disorders , Nortriptyline , Venlafaxine Hydrochloride , Humans , Venlafaxine Hydrochloride/therapeutic use , Venlafaxine Hydrochloride/adverse effects , Migraine Disorders/prevention & control , Migraine Disorders/drug therapy , Nortriptyline/therapeutic use , Nortriptyline/adverse effects , Double-Blind Method , Male , Female , Adult , Treatment Outcome , Middle Aged , Young Adult
7.
J Affect Disord ; 361: 651-658, 2024 Sep 15.
Article in English | MEDLINE | ID: mdl-38925306

ABSTRACT

BACKGROUND: The Patient Health Questionnaire (PHQ-9) and Montgomery-Asberg Depression Rating Scale (MADRS) are commonly used scales to measure depression severity in older adults. METHODS: We utilized data from the Optimizing Outcomes of Treatment-Resistant Depression in Older Adults (OPTIMUM) clinical trial to produce conversion tables relating PHQ-9 and MADRS total scores. We split the sample into training (N = 555) and validation samples (N = 187). Equipercentile linking was performed on the training sample to produce conversion tables for PHQ-9 and MADRS. We compared the original and estimated scores in the validation sample with Bland-Altman analysis. We compared the depression severity level using the original and estimated scores with Chi-square tests. RESULTS: The Bland-Altman analysis confirmed that differences between the original and estimated scores for at least 95 % of the sample fit within 1.96 standard deviations of the mean difference. Chi-square tests showed a significant difference in the proportion of participants at each depression severity category determined using the original and estimated scores. LIMITATIONS: The conversion tables should be used with caution when comparing depression severity at the individual level. CONCLUSIONS: Our conversion tables relating PHQ-9 and MADRS scores can be used to compare treatment outcomes using aggregate data in studies that only used one of these scales.


Subject(s)
Depressive Disorder, Major , Patient Health Questionnaire , Psychiatric Status Rating Scales , Humans , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/therapy , Aged , Female , Male , Psychiatric Status Rating Scales/standards , Middle Aged , Severity of Illness Index , Reproducibility of Results , Depressive Disorder, Treatment-Resistant/therapy , Psychometrics , Antidepressive Agents/therapeutic use , Aged, 80 and over , Venlafaxine Hydrochloride/therapeutic use , Surveys and Questionnaires/standards
8.
J Pineal Res ; 76(5): e12984, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38874070

ABSTRACT

The antidepressant venlafaxine, a selective serotonin and norepinephrine reuptake inhibitor, is commonly prescribed to treat major depressive disorder and is found at high concentrations in the aquatic environment. Concerns have been raised related to the health of aquatic organisms in response to this nontargeted pharmaceutical exposure. For instance, we previously demonstrated that exposure to venlafaxine perturbs neurodevelopment, leading to behavioural alterations in zebrafish (Danio rerio). We also observed disruption in serotonin expression in the pineal and raphe, regions critical in regulating circadian rhythms, leading us to hypothesize that zygotic exposure to venlafaxine disrupts the circadian locomotor rhythm in larval zebrafish. To test this, we microinjected zebrafish embryos with venlafaxine (1 or 10 ng) and recorded the locomotor activity in 5-day-old larvae over a 24-h period. Venlafaxine deposition reduced larval locomotor activity during the light phase, but not during the dark phase of the diurnal cycle. The melatonin levels were higher in the dark compared to during the light photoperiod and this was not affected by embryonic venlafaxine deposition. Venlafaxine exposure also did not affect the transcript abundance of clock genes, including clock1a, bmal2, cry1a and per2, which showed a clear day/night rhythmicity. A notable finding was that exposure to luzindole, a melatonin receptor antagonist, decreased the locomotor activity in the control group in light, whereas the activity was higher in larvae raised from the venlafaxine-deposited embryos. Overall, zygotic exposure to venlafaxine disrupts the locomotor activity of larval zebrafish fish during the day, demonstrating the capacity of antidepressants to disrupt the circadian rhythms in behaviour. Our results suggest that disruption in melatonin signalling may be playing a role in the venlafaxine impact on circadian behaviour, but further investigation is required to elucidate the possible mechanisms in larval zebrafish.


Subject(s)
Circadian Rhythm , Larva , Locomotion , Venlafaxine Hydrochloride , Zebrafish , Animals , Zebrafish/embryology , Venlafaxine Hydrochloride/pharmacology , Venlafaxine Hydrochloride/toxicity , Larva/drug effects , Locomotion/drug effects , Circadian Rhythm/drug effects , Zebrafish Proteins/metabolism , Zebrafish Proteins/genetics , Zygote/drug effects , Zygote/metabolism , Motor Activity/drug effects , Melatonin/pharmacology
10.
Int J Mol Sci ; 25(10)2024 May 12.
Article in English | MEDLINE | ID: mdl-38791304

ABSTRACT

Depression is emerging as the predominant psychiatric disorder globally. Despite the wide availability of antidepressants, up to 30% of patients exhibit poor response to treatment, falling into the category of treatment-resistant depression (TRD). This underscores the need for the exploration of novel therapeutic options. Our work aims to study the effect of chronic administration of the pyridoindole derivative SMe1EC2M3, a triple reuptake inhibitor, and the combination of zoletil and venlafaxine under conditions of stress induced by a 4-week chronic mild stress (CMS) procedure in Wistar-Kyoto male rats as an animal model of TRD. Therefore, we investigated the possible effect of the selected compounds in four experimental groups, i.e., stress + vehicle, stress + venlafaxine, stress + zoletil + venlafaxine and stress + SMe1EC2M3. The following variables were assessed: anhedonia in sucrose preference test (SPT), spontaneous locomotion and exploration in open field test (OF), anxiety-like behavior in elevated plus maze test (EPM), motivation and depressive-like behavior in forced swim test (FST) and nociception in tail flick test. We also evaluated cognition, particularly recognition memory, in the novel object recognition test (NOR). Sucrose preference was significantly increased in the SMe1EC2M3 group (p < 0.05) in comparison with the venlafaxine animals. In the OF, we observed a significantly higher number of entries into both the central and peripheral zones in the venlafaxine (p < 0.05 central zone; p ≤ 0.05 periphery zone) and SMe1EC2M3 (p < 0.05 central zone; p < 0.05 periphery zone) groups compared to the venlafaxine + zoletil group. SMe1EC2M3 was able to significantly increase the time of climbing in FST (p < 0.05) in comparison with the venlafaxine and control groups. The NOR test revealed a significantly higher discrimination ratio in the SMe1EC2M3 group (p < 0.05) compared to the control and venlafaxine groups. Analyses of the tail flick test showed a significant increase in reaction time to painful stimuli in the SMe1EC2M3 group (p < 0.05) in comparison to both the control and venlafaxine groups. Our findings suggest that SMe1EC2M3 has the potential to ameliorate some behavioral changes associated with TRD, and the venlafaxine + zoletil combination treatment was not a promising treatment alternative in the animal model of TRD.


Subject(s)
Antidepressive Agents , Disease Models, Animal , Venlafaxine Hydrochloride , Animals , Rats , Male , Antidepressive Agents/pharmacology , Antidepressive Agents/therapeutic use , Venlafaxine Hydrochloride/pharmacology , Venlafaxine Hydrochloride/therapeutic use , Depression/drug therapy , Behavior, Animal/drug effects , Depressive Disorder, Treatment-Resistant/drug therapy , Rats, Inbred WKY , Stress, Psychological/drug therapy , Anxiety/drug therapy , Indoles/pharmacology , Indoles/therapeutic use , Anhedonia/drug effects
11.
J Environ Manage ; 360: 121159, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38759549

ABSTRACT

Intimately coupled photocatalysis and biodegradation (ICPB) system is a potential wastewater treatment technology, of which TiO2-based ICPB system has been widely studied. There are many ways to improve the degradation efficiency of the ICPB process, but no crystal facet engineering method has been reported yet. In this work, a new ICPB system coated with NaF-TiO2 exposing high energy facets was designed to degrade biorecalcitrant psychotropic drug - venlafaxine (VNF). Initially, the TiO2 crystal surface was modified with NaF, resulting in the formation of NaF-TiO2 with a 14.4% increase in the exposure ratio of (001). The contribution rate of ·OH was increased by 9.5%, and the contribution rate of h+ was increased by 33.2%. Next, NaF-TiO2 was loaded onto the surface of the sponge carrier, and then the ICPB system was constructed after about 15 days of biofilm formation. After the ICPB system was acclimated with VNF, the removal rate of COD decreased significantly (the lowest was 62.7%), but that of ammonia nitrogen remained at 50.5 ± 6.0% and the extracellular polymeric substance (EPS) secretion increased by 84.1 mg/g VSS. According to the high throughput results, at the phylum level, Proteobacteria and Chloroflexi together maintain the nitrogen removal capability and structural stability of the ICPB system. The relative abundance of Bacteroidota was significantly increased by 14.2%, suggesting that there may be some correlation between Bacteroidota and certain metabolites of the anti-depressant active ingredients. At the genus level, the Thauera (3.1%∼11.5%) is the major bacterial group that secretes EPS, protecting biofilm against external influences. Most of the changes in microorganisms are consistent with the decontamination properties and macroscopic appearance of EPS in the ICPB system. Finally, the degradation efficiency of ICPB system for VNF was investigated (92.7 ± 3.8%) and it was mostly through hydroxylation and demethylation pathways, with more small molecular products detected, providing the basis for biological assimilation of VNF. Collectively, the NaF-TiO2 based ICPB system would be lucrative for the future degradation of venlafaxine.


Subject(s)
Biodegradation, Environmental , Biofilms , Titanium , Venlafaxine Hydrochloride , Biofilms/drug effects , Titanium/chemistry , Kinetics , Water Pollutants, Chemical/metabolism , Water Pollutants, Chemical/chemistry , Wastewater/chemistry , Catalysis
12.
Int J Clin Pharm ; 46(4): 926-936, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38733475

ABSTRACT

BACKGROUND: Venlafaxine dose regimens vary considerably between individuals, requiring personalized dosing. AIM: This study aimed to identify dose-related influencing factors of venlafaxine through real-world data analysis and to construct a personalized dose model using advanced artificial intelligence techniques. METHOD: We conducted a retrospective study on patients with depression treated with venlafaxine. Significant variables were selected through a univariate analysis. Subsequently, the predictive performance of seven models (XGBoost, LightGBM, CatBoost, GBDT, ANN, TabNet, and DT) was compared. The algorithm that demonstrated optimal performance was chosen to establish the dose prediction model. Model validation used confusion matrices and ROC analysis. Additionally, a dose subgroup analysis was conducted. RESULTS: A total of 298 patients were included. TabNet was selected to establish the venlafaxine dose prediction model, which exhibited the highest performance with an accuracy of 0.80. The analysis identified seven crucial variables correlated with venlafaxine daily dose, including blood venlafaxine concentration, total protein, lymphocytes, age, globulin, cholinesterase, and blood platelet count. The area under the curve (AUC) for predicting venlafaxine doses of 75 mg, 150 mg, and 225 mg were 0.90, 0.85, and 0.90, respectively. CONCLUSION: We successfully developed a TabNet model to predict venlafaxine doses using real-world data. This model demonstrated substantial predictive accuracy, offering a personalized dosing regimen for venlafaxine. These findings provide valuable guidance for the clinical use of the drug.


Subject(s)
Artificial Intelligence , Dose-Response Relationship, Drug , Precision Medicine , Venlafaxine Hydrochloride , Humans , Venlafaxine Hydrochloride/administration & dosage , Retrospective Studies , Female , Male , Middle Aged , Adult , Precision Medicine/methods , Aged , Antidepressive Agents, Second-Generation/administration & dosage , Depression/drug therapy
13.
Int J Clin Pharm ; 46(4): 899-909, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38753076

ABSTRACT

BACKGROUND: Venlafaxine is frequently prescribed for patients with depression. To control the concentration of venlafaxine within the therapeutic window for the best treatment effect, a model to predict venlafaxine concentration is necessary. AIM: Our objective was to develop a prediction model for venlafaxine concentration using real-world evidence based on machine learning and deep learning techniques. METHOD: Patients who underwent venlafaxine treatment between November 2019 and August 2022 were included in the study. Important variables affecting venlafaxine concentration were identified using a combination of univariate analysis, sequential forward selection, and machine learning techniques. Predictive performance of nine machine learning and deep learning algorithms were assessed, and the one with the optimal performance was selected for modeling. The final model was interpreted using SHapley Additive exPlanations. RESULTS: A total of 330 eligible patients were included. Five influential variables that affect venlafaxine concentration were venlafaxine daily dose, sex, age, hyperlipidemia, and adenosine deaminase. The venlafaxine concentration prediction model was developed using the eXtreme Gradient Boosting algorithm (R2 = 0.65, mean absolute error = 77.92, root mean square error = 93.58). In the testing cohort, the accuracy of the predicted concentration within ± 30% of the actual concentration was 73.49%. In the subgroup analysis, the prediction accuracy was 69.39% within the recommended therapeutic range of venlafaxine concentration within ± 30% of the actual value. CONCLUSION: The XGBoost model for predicting blood concentration of venlafaxine using real-world evidence was developed, guiding the adjustment of regimen in clinical practice.


Subject(s)
Machine Learning , Venlafaxine Hydrochloride , Venlafaxine Hydrochloride/pharmacokinetics , Venlafaxine Hydrochloride/therapeutic use , Venlafaxine Hydrochloride/administration & dosage , Humans , Female , Male , Retrospective Studies , Middle Aged , Aged , Adult , Antidepressive Agents, Second-Generation/pharmacokinetics , Depression/drug therapy
15.
Environ Toxicol Chem ; 43(7): 1569-1582, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38695684

ABSTRACT

Wastewater treatment plant (WWTP) effluent often releases pharmaceuticals like venlafaxine (a serotonin-norephinephrine reuptake inhibitor antidepressant) to freshwater ecosystems at levels causing adverse metabolic effects on fish. Changes to fish metabolism can be regulated by epigenetic mechanisms like microRNA (small RNA molecules that regulate mRNA translation), including regulating mitochondrial mRNAs. Nuclear-encoded microRNAs regulate mitochondrial gene expression in mammals, and have predicted effects in fish. We aimed to identify whether venlafaxine exposure changed mitochondrial respiration and resulted in differentially abundant mitochondrial microRNA (mitomiRs) in zebrafish brains. In vitro exposure of brain homogenate to below environmentally relevant concentrations of venlafaxine (<1 µg/L) caused a decrease in mitochondrial respiration, although this was not driven by changes to mitochondrial Complex I or II function. To identify whether these effects occur in vivo, zebrafish were exposed to 1 µg/L venlafaxine for 0, 1, 6, 12, 24, and 96 h. In vivo, venlafaxine exposure had no significant effects on brain mitochondrial respiration; however, select mitomiRs (dre-miR-301a-5p, dre-miR-301b-3p, and dre-miR-301c-3p) were also measured, because they were bioinformatically predicted to regulate mitochondrial cytochrome c oxidase subunit I (COI) abundance. These mitomiRs were differentially regulated based on venlafaxine exposure (with miR-301c-3p abundance differing during the day and miR-301b-3p being lower in exposed fish at night), and with respect to sex and time sampled. Overall, the results demonstrated that in vitro venlafaxine exposure to zebrafish brain caused a decrease in mitochondrial respiration, but these effects were not seen after acute in vivo exposure. Results may have differed because in vivo exposure allows for fish to mitigate effects through mechanisms that could include mitomiR regulation, and because fish were only acutely exposed. Environ Toxicol Chem 2024;43:1569-1582. © 2024 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.


Subject(s)
Brain , MicroRNAs , Mitochondria , Venlafaxine Hydrochloride , Water Pollutants, Chemical , Zebrafish , Animals , Venlafaxine Hydrochloride/toxicity , Mitochondria/drug effects , Mitochondria/metabolism , Brain/drug effects , Brain/metabolism , MicroRNAs/genetics , MicroRNAs/metabolism , Water Pollutants, Chemical/toxicity , Cell Respiration/drug effects
17.
Med. clín (Ed. impr.) ; 162(7): 328-332, abril 2024. graf, tab
Article in Spanish | IBECS | ID: ibc-232080

ABSTRACT

Introducción: Estudios recientes en intoxicaciones por venlafaxina (VLF) relacionan la presencia de hipoglucemia con la dosis. Nuestro objetivo fue analizar las características clínicas de los pacientes que presentaron hipoglucemia inducida por sobredosis de VLF.Pacientes y métodosEstudio retrospectivo realizado en las Islas Baleares (2020-2023). Como criterios de inclusión se tomaron en cuenta las concentraciones séricas de VLF + ortodesmetilvenlafaxina (O-VLF) > 800 ng/mL. Se compararon las características de los pacientes con y sin hipoglucemia.ResultadosSe incluyeron 21 pacientes, ocho (38,1%) con hipoglucemia. No se hallaron diferencias en las dosis referidas en ambos grupos. Las concentraciones máximas de VLF + O-VLF (ng/mL) fueron 9.783 (4.459-17.976) en sujetos con hipoglucemia y 1.413 (930-1.769) en aquellos sin esta enfermedad (p<0,0001). La presencia de hipoglucemia se asoció con: menor edad y nivel de conciencia; y mayor frecuencia de tentativas suicidas, convulsiones, midriasis, taquicardia y síndrome serotoninérgico, soporte respiratorio invasivo, sueroterapia e ingreso en la Unidad de Cuidados Intensivos (UCI) (p < 0,05).ConclusionesLa detección de hipoglucemia en individuos intoxicados por VLF es un marcador fácilmente disponible para sospechar la gravedad del paciente. En cualquier caso, las concentraciones séricas, cuando se disponen, permiten confirmar la intoxicación. (AU)


Introduction: Recent publications relate the presence of hypoglycemia in venlafaxine (VLX) poisoning depending on the dose. Our aim was to analyze the clinical characteristics of patients who presented hypoglycemia induced by VLF overdose.Patients and methodsRetrospective study carried out in the Balearic Islands (2020–2023). Inclusion criteria: serum concentrations of VLX + O-desmethyl-venlafaxine (O-VLX)>800 ng/mL. The characteristics of patients with and without hypoglycemia were compared.ResultsTwenty-one patients were included, 8 (38.1%) with hypoglycemia. No differences were found in the doses referred to in both groups. Peak concentrations of VLX + O-VLX (ng/mL) were 9,783 [4,459–17,976] in patients with hypoglycemia and 1,413 [930–1,719] in patients without hypoglycemia (p<0.0001). The presence of hypoglycemia was associated with: lower age and level of consciousness; and higher frequency of suicide attempts, seizures, mydriasis, tachycardia and serotonin syndrome, invasive respiratory support, fluid therapy and ICU admission (p<0.05).ConclusionsThe detection of hypoglycemia in a VLX overdose case is a readily available marker to suspect the severity of the patient. In any case, serum concentrations when available allow us to confirm intoxication. (AU)


Subject(s)
Humans , Antidepressive Agents/therapeutic use , Hypoglycemia/chemically induced , Hypoglycemia/diagnosis , Venlafaxine Hydrochloride/pharmacology , Venlafaxine Hydrochloride/therapeutic use , Pharmaceutical Preparations
18.
J Ment Health Policy Econ ; 27(1): 3-12, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38634393

ABSTRACT

BACKGROUND: Consensus-guidelines for prescribing antidepressants recommend that clinicians should be vigilant to match antidepressants to patient's medical history but provide no specific advice on which antidepressant is best for a given medical history. AIMS OF THE STUDY: For patients with major depression who are in psychotherapy, this study provides an empirically derived guideline for prescribing antidepressant medications that fit patients' medical history. METHODS: This retrospective, observational, cohort study analyzed a large insurance database of 3,678,082 patients. Data was obtained from healthcare providers in the U.S. between January 1, 2001, and December 31, 2018. These patients had 10,221,145 episodes of antidepressant treatments. This study reports the remission rates for the 14 most commonly prescribed single antidepressants (amitriptyline, bupropion, citalopram, desvenlafaxine, doxepin, duloxetine, escitalopram, fluoxetine, mirtazapine, nortriptyline, paroxetine, sertraline, trazodone, and venlafaxine) and a category named "Other" (other antidepressants/combination of antidepressants). The study used robust LASSO regressions to identify factors that affected remission rate and clinicians' selection of antidepressants. The selection bias in observational data was removed through stratification. We organized the data into 16,770 subgroups, of at least 100 cases, using the combination of the largest factors that affected remission and selection bias. This paper reports on 2,467 subgroups of patients who had received psychotherapy. RESULTS: We found large, and statistically significant, differences in remission rates within subgroups of patients. Remission rates for sertraline ranged from 4.5% to 77.86%, for fluoxetine from 2.86% to 77.78%, for venlafaxine from 5.07% to 76.44%, for bupropion from 0.5% to 64.63%, for desvenlafaxine from 1.59% to 75%, for duloxetine from 3.77% to 75%, for paroxetine from 6.48% to 68.79%, for escitalopram from 1.85% to 65%, and for citalopram from 4.67% to 76.23%. Clearly these medications are ideal for patients in some subgroups but not others. If patients are matched to the subgroups, clinicians can prescribe the medication that works best in the subgroup. Some medications (amitriptyline, doxepin, nortriptyline, and trazodone) always had remission rates below 11% and therefore were not suitable as single antidepressant therapy for any of the subgroups. DISCUSSIONS: This study provides an opportunity for clinicians to identify an optimal antidepressant for their patients, before they engage in repeated trials of antidepressants. IMPLICATIONS FOR HEALTH CARE PROVISION AND USE: To facilitate the matching of patients to the most effective antidepressants, this study provides access to a free, non-commercial, decision aid at http://MeAgainMeds.com. IMPLICATIONS FOR HEALTH POLICIES:  Policymakers should evaluate how study findings can be made available through fragmented electronic health records at point-of-care. Alternatively, policymakers can put in place an AI system that recommends antidepressants to patients online, at home, and encourages them to bring the recommendation to their clinicians at their next visit. IMPLICATIONS FOR FURTHER RESEARCH:  Future research could investigate (i) the effectiveness of our recommendations in changing clinical practice, (ii) increasing remission of depression symptoms, and (iii) reducing cost of care. These studies need to be prospective but pragmatic. It is unlikely random clinical trials can address the large number of factors that affect remission.


Subject(s)
Citalopram , Trazodone , Humans , Citalopram/therapeutic use , Fluoxetine/therapeutic use , Paroxetine/therapeutic use , Sertraline/therapeutic use , Bupropion/therapeutic use , Nortriptyline/therapeutic use , Amitriptyline , Duloxetine Hydrochloride , Venlafaxine Hydrochloride , Desvenlafaxine Succinate , Escitalopram , Doxepin , Prospective Studies , Cohort Studies , Retrospective Studies , Antidepressive Agents/therapeutic use , Psychotherapy
19.
J Pharmacol Toxicol Methods ; 127: 107504, 2024.
Article in English | MEDLINE | ID: mdl-38678804

ABSTRACT

We developed a novel, stress-free blood sampling method for minipigs, allowing continuous cortisol monitoring over 24 h. Baseline cortisol levels exhibited both ultradian and diurnal rhythms. During nighttime, smaller ultradian rhythms overlaid a lower baseline cortisol, which increased in sleeping pigs before lights were turned on. Additionally, we developed an analytical tool based on the R package "pracma" to quantify ultradian peak and circadian components of the cortisol profiles. To validate our model, we investigated the effects of Verucerfont, a CRH receptor antagonist, and Venlafaxine, a serotonin-norepinephrine reuptake inhibitor. Verucerfont reduced cortisol levels during the first 9 h without affecting diurnal rhythm. Cortisol peak parameters decreased, with a 31% reduction in overall area under the curve (AUC) and a 38% reduction in ultradian average AUC. Ultradian peaks decreased from 7 to 4.5, with 34% lower amplitude. Venlafaxine maintained plasma concentrations within the targeted human effective range. This method enables us to enhance our understanding of cortisol regulation and provide valuable insights for the impact of investigation drugs on the diurnal and ultradian rhythms of cortisol.


Subject(s)
Circadian Rhythm , Hydrocortisone , Swine, Miniature , Venlafaxine Hydrochloride , Animals , Swine , Hydrocortisone/blood , Circadian Rhythm/drug effects , Circadian Rhythm/physiology , Venlafaxine Hydrochloride/pharmacology , Ultradian Rhythm/drug effects , Ultradian Rhythm/physiology , Blood Specimen Collection/methods , Area Under Curve , Male , Female
20.
Medicine (Baltimore) ; 103(15): e37744, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38608118

ABSTRACT

RATIONALE: This report presents a unique case of a patient diagnosed with Primary Sjögren's syndrome and a relatively rare traditional Chinese medicine pattern, known as the combined cold and heat pattern and cold-dampness syndrome. The patient's condition was successfully managed using Chinese herbal medicine, specifically the modified Da-Chai-Hu decoction and Linggui Zhugan decoction. PATIENT CONCERNS: A 56-year-old woman had chronic dry eye and mouth for over 10 years. She was initially managed with traditional Chinese herbal medicine (TCHM) prescriptions, including the Zengye decoction, but the therapeutic effects were unsatisfactory. As the disease progressed, she was diagnosed with an anxiety disorder due to symptoms of vexation and insomnia. Treatment with alprazolam and venlafaxine failed to alleviate these symptoms. Recently, her general condition gradually worsened, with symptoms including a bitter taste in her mouth, dizziness, hot flashes, chills, poor appetite, chest discomfort, and constipation. DIAGNOSES: After a series of examinations, including a Schirmer test and labial gland biopsy, she was diagnosed with Sjögren's syndrome. INTERVENTIONS: Despite regular treatment with pilocarpine, sodium hyaluronate eye drops, venlafaxine, and alprazolam, the dry mouth symptoms intensified. Consequently, she sought further intervention through the TCHM. OUTCOMES: After 8 weeks of treatment with the modified Da-Chai-Hu decoction and Linggui Zhugan decoction, she reported a significant improvement in her dryness-related symptoms and sleep quality. LESSONS: This case report demonstrates that TCHM can effectively treat Primary Sjögren's syndrome, and should be considered for broader applications. Furthermore, this underscores the importance of tailoring treatment formulas to patients by identifying their specific syndrome differentiation in a clinical setting.


Subject(s)
Drugs, Chinese Herbal , Sjogren's Syndrome , Humans , Female , Middle Aged , Alprazolam , Drugs, Chinese Herbal/therapeutic use , Medicine, Chinese Traditional , Sjogren's Syndrome/complications , Sjogren's Syndrome/diagnosis , Sjogren's Syndrome/drug therapy , Venlafaxine Hydrochloride
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