Oxycodone Involvement in Drug Abuse Deaths. II. Evidence for Toxic Multiple Drug-Drug Interactions
Dossier post-publication
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Notice bibliographique
Résumé
Recent surveys suggest that the abuse of drugs, often in combination, is pervasive throughout society. Adverse consequences of drug abuse tend to be attributed to the single drug "most likely" to be responsible. This is frequently seen in fatality cases, particularly those involving opioids. However, it is difficult to determine the specific cause of death when multiple drugs are involved. Although enhanced toxicity of alcohol and other centrally acting drugs with opioids has been well established in animal studies, there is a paucity of data in well-controlled human studies. We evaluated 1014 fatality cases involving oxycodone (OXC) for evidence of enhanced toxicity associated with multiple drug-drug interactions. We previously reported on these cases, and we classified them by a standardized method into groups that distinguished cases unrelated to drug abuse from those related to drug abuse, cases that involved only OXC from cases involving multiple drugs, drug-induced fatalities from drug-related fatalities, and cases in which the specific drug product OxyContin (oxycodone HCl controlled-release) tablets were identified from cases where OxyContin was not identified. Our working hypothesis was that OXC in combination with other centrally acting drugs is more toxic than OXC alone, evidenced by the finding of lower mean blood concentrations of OXC in multiple drug-induced deaths compared to single (OXC only) drug-induced deaths. Assessment of blood levels determined by specific assay methodology (primarily gas chromatography-mass spectrometry) in these cases provided the following mean postmortem concentrations of OXC: multiple drug-induced deaths, OxyContin identified, 0.93 mg/mL (N = 167); multiple drug-induced deaths, OxyContin not identified, 0.73 mg/mL (N = 579); single (OXC) drug-induced deaths, OxyContin identified, 1.55 mg/mL (N = 12); and single (OXC) drug-induced deaths, OxyContin not identified, 1.70 mg/mL (N = 15). Overall, mean OXC concentration trends were as follows: single (OXC), drug-induced, drug abuse deaths > multiple, drug-induced drug abuse deaths > drug-related drug abuse deaths approximately deaths unrelated to drug abuse; and deaths in which OxyContin was identified approximately deaths in which OxyContin was not identified, whether the deaths involved oxycodone alone or multiple drugs. Drug abuse patterns in the multiple drug-induced cases were complex. Over 135 drugs that were considered to be plausibly contributory to enhanced toxicity were identified in body fluids and tissues. Evaluation of mean OXC blood concentrations in cases that contained one, two, three, four, five, and six or more contributory drugs in combination demonstrated consistently lower mean OXC concentrations than those cases in which OXC was the only drug identified. A smaller number of cases were evaluated in the multiple drug-induced groups in which OXC was paired with a single other contributory drug. The overall mean OXC concentration for these cases was 0.71 mg/mL (N = 90) as compared to 1.64 mg/mL (N = 27) for the cases in the single drug-induced groups. The consistent finding of lower mean OXC blood levels associated with multiple drug-induced fatalities supports the stated hypothesis that OXC in combination with other centrally active drugs is more toxic than when OXC was the only drug involved. It was concluded that in cases of multiple drug fatalities, cause of death (COD) should not be attributed to any single drug. Rather, the unique combination of drugs, the pattern of drug use/abuse, and individual factors, such as tolerance to the respiratory depressant effects of opioids, must be taken into account in arriving at a valid COD statement.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,003 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,000 | 0,001 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».