Submitted:
10 April 2025
Posted:
11 April 2025
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Abstract
Keywords:
1. Introduction
1.1. Aim of the study
2. Methods
2.1. Study Design and Data Collection
2.2. Descriptive and Exploratory Analyses
2.3. Correlation and Predictive Modelling
2.4. Dimensionality Reduction and Clustering
2.5. Ethical Considerations
3. Results
- One cluster was characterized by high rates of opioid and alcohol co-use.
- The second cluster was dominated by suicide-related ADRs.
4. Discussion
4.1. Limitations
5. Conclusions
This research received no external funding. Institutional Review Board Statement: Not applicable.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Cocaine + Verapamil (Tot. Cases: 19) |
Cocaine + Diltiazem (Tot. Cases: 30) |
Cocaine + Amlodipine (Tot. Cases: 18) |
|
|---|---|---|---|
| AGE (years) | 0-25: 0 | 0-25: 2 | 0-25: 0 |
| 26-40: 1 | 26-40: 4 | 26-40:3 | |
| 41-65: 11 | 41-65: 10 | 41-65: 7 | |
| > 65: 1 | > 65: 2 | > 65: 2 | |
| Not Specified: 5 | Not Specified: 12 | Not Specified: 6 | |
| SEX (F/M) | 5/10 | 4/21 | 8/5 |
| Not Specified 4 | Not Specified 5 | Not Specified 5 | |
| OUTCOME | Fatal 18 Life Threatening 1 |
Fatal 29 Other 1 |
Fatal 18 |
| ADVERSE DRUG REACTIONS | Completed suicide 12 Drug abuse 8 Product use for unknown indication 6 Cardiac arrest 4 Toxicity to various agents 3 Suicide attempt 2 Overdose/Intentional overdose 4 Respiratory arrest 2 |
Product use for unknown indication 19 Completed suicide 16 Drug abuse 15 Toxicity to various agents 13 Overdose 4 Intentional drug misuse 3 Homicide 1 Suspected suicide 1 Suicidal ideation 1 Accidental death 1 Poisoning 1 |
Completed suicide 18 Product use for unknown indication 16 Drug abuse 4 Product use issue 1 Cardiac arrest 2 Homicide 1 Toxicity to various agents 2 Overdose 1 Substance abuse 1 |
| COUNTRY | United States 13 Germany 1 Not Specified 5 |
United States 15 Germany 3 France 1 South Africa 1 Not Specified 16 |
United States 15 South Africa 1 Germany 1 Not Specified 1 |
| REPORTER | Healthcare professional 14 Consumer 1 Not Specified 2 |
Healthcare professional 26 Not Specified 4 |
Healthcare professional 18 |
| CASES WITHOUT CONCOMITANT DRUGS | 5 | 1 | 5 |
| CONCOMITANT DRUGS | Antidepressant drugs (Bupropion, Citalopram, Venlafaxine, Trazodone, Amitriptyline, Mirtazapine) 10 Opioids (Fentanyl, Hydrocodone, Codeine, Methadone, Oxycodone, Tramadol) 10 Acetaminophen/Paracetamol 6 Heroin 4 Antipsychotic medications (Risperidone, Quetiapine, Doxepin): 3 Antihistamine drugs (Diphenhydramine, Promethazine) 2 Alcohol 2 Z-drugs (Zolpidem): 2 Mood stabilizers (Lamotrigine) 1 Benzodiazepines (Alprazolam) 2 Ketamine 1 |
Opioids (Codeine, Fentanyl, Tramadol, Methadone, Hydrocodone, Oxycodone) 28 Alcohol 11 Heroin 11 Acetaminophen/Paracetamol 8 Antihistamine drugs (Diphenhydramine, Cetirizine, Promethazine) 7 Benzodiazepines (Alprazolam, Clonazepam, Diazepam, Midazolam) 7 Antidepressant drugs (Clomipramine, Fluoxetine, Nortriptyline, Trazodone) 5 Amphetamine/Methamphetamine 4 Dextromethorphan 3 THC 3 Mood stabilizers (Gabapentin, Topiramate) 1 Pseudoephedrine 1 Antipsychotic medications (Risperidone) 1 |
Antidepressant drugs (Amitriptyline, Citalopram, Duloxetine, Clomipramine, Fluoxetine, Nortriptyline, Paroxetine, Trazodone, Venlafaxine) 10 Antihistamine drugs (Diphenhydramine, Promethazine) 4 Mood stabilizers (Gabapentin, Topiramate) 3 Opioids (Codeine, Fentanyl, Tramadol) 8 Benzodiazepines (Alprazolam, Clonazepam, Lorazepam) 4 Acetaminophen/Paracetamol 4 THC 3 Alcohol 3 Heroin 2 Antipsychotic medications (Quetiapine, Risperidone) 2 Pseudoephedrine 1 Amphetamine/Methamphetamine 2 Zolpidem 1 |
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