The Role of Risk or Contributory Death Factors in Methadone-Related Fatalities: A Review and Pooled Analysis
Abstract
:1. Introduction
2. Results
2.1. Literature Review and Cases
2.2. Literature Review and Cases
2.3. Data Analysis
2.3.1. Preliminary Analyses and H1 (Cases and Controls)
2.3.2. H2: Single and Multiple Linear Regression
2.3.3. H3: Binomial Logistic Regression
3. Discussion
3.1. Tolerance to Methadone
3.2. Respiratory Diseases
3.3. Cardiovascular Diseases
3.4. Combined Drug Toxicity
3.5. Limitations
3.5.1. Selection and Classification of Cases
3.5.2. Statistical Analyses
4. Material and Methods
4.1. Literature Review and Cases
- 1.
- Date of publication, i.e., articles published from 2000 to 2020;
- 2.
- English language;
- 3.
- Topic, i.e., deaths in which methadone was assessed as a primary or contributory cause of death by at least a toxicological analysis revealing methadone in blood and at least an external examination.
- 4.
- Quantitative toxicological analysis performed on peripheral blood samples (femoral, preferable, or iliac vein) by gas-chromatography or liquid-chromatography mass spectrometry (GC-MS or LC-MS) with validated methods;
- 5.
- Extractable data for single cases.
- 6.
- Absence of quantitative data on peripheral blood (e.g., urine or qualitative analysis);
- 7.
- Moderate or severe body decomposition.
4.2. In-House Cases
4.3. Data Analysis
4.3.1. Data and Sample
- 8.
- Epidemiology: sex and age of the victim;
- 9.
- Tolerance to methadone, as evaluated by a comprehensive analysis of all clinical-circumstantial available data, including age, circumstances of death, participation and duration of MMT. Since this is a complex topic, tolerance was assumed when not otherwise specified or inferable and a naive/non-tolerant state was assigned only when it was certain;
- 10.
- Post-mortem examination: macroscopic and histopathological findings, and particularly pulmonary (e.g., asthma, chronic obstructive pulmonary disease, bronchitis, bronchopneumonia) and cardiovascular diseases (e.g., cardiomegaly, hypertrophy or dilatation, severe atherosclerotic coronary artery disease, myocarditis, myocardial infarction). As performed in a previous study, when no information regarding pulmonary and cardiovascular diseases was available in the literature, the absence of significant findings was assumed;
- 11.
- Toxicological data: concentration of methadone detected in peripheral blood, and the presence of other substances in blood, particularly ethanol, cocaine and its metabolite benzoylecgonine (BEG), heroin and its metabolites morphine, 6-Monoacetylmorphine (6-MAM), codeine, benzodiazepines (BZDs) and other neuroleptics/antidepressants.
4.3.2. Descriptive Statistics and Preliminary Analyses
- cases in which methadone was associated with other clinical-circumstantial (naive/non-tolerant state) or pathological (pulmonary or cardiovascular diseases) or toxicological (other drugs detected in blood) conditions (so-called cases, CA);
- cases in which methadone was the only cause of death (so-called controls, CN).
4.3.3. Hypotheses and Experimental Setting
4.3.4. Measures
- H1. For Mann–Whitney test, no modification of the dependent variable was applied.
- H2. For single and multiple linear regression, the variable was investigated with no transformation and by means of log-transformation, to satisfy the linear regression assumptions.
- H3. For binomial logistic regression, the dependent variable was dichotomized into 0 (“low”, i.e., <than 600 ng/mL) and 1 (“high”, i.e., >than 600 ng/mL). In the absence of consensus regarding toxic and fatal levels, this threshold was based on the recent publication of Schulz M et al. [32].
- naive/non-tolerant state;
- presence of pulmonary diseases;
- presence of cardiovascular diseases;
- presence of other drugs in blood;
- number of drugs detected beside methadone. When both a parent drug and its main metabolites were detected, a single drug was considered;
- number of pre-existing and external conditions and diseases, among the following: naive/non-tolerant state, cardiovascular diseases, pulmonary diseases, other drugs detected in blood.
4.3.5. Statistical Analyses
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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N | Age | Gender | Naive/ Non Tolerant | Post-Mortem Examination | Methadone (ng/mL) | 6-MAM | Morphine | Codeine | Cocaine | BEG | BZDs | Ethanol | Other Drugs | Disease/ Condition |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 32 | M | No | Past phlebitis, fresh injection marks L: 1560 g, edema, capillary congestion H: 420 g | 48 | neg | neg | neg | neg | pos | neg | pos | neg | D |
2 | 42 | M | No | Fresh injection marks L: 1800 g, edema, emphysema, capillary congestion H: 550 g | 1040 | neg | neg | neg | neg | neg | neg | neg | neg | - |
3 | 52 | M | No | Fresh injection marks L: 1490 g, edema, capillary congestion H: 420 g | 1400 | neg | neg | neg | neg | neg | neg | neg | neg | - |
4 | 41 | M | No | Fresh injection marks L: 1820 g, haemorrhagic edema, capillary congestion, anthracosis H: 460 g, focal myocardiosclerosis | 550 | neg | neg | neg | pos | pos | neg | neg | Promazine Lidocaine Phenacetin | D |
5 | 31 | M | Yes | Fresh injection mark L: 1480 g, haemorrhagic edema, capillary congestion H: 450 g, mild myocardiosclerosis | 450 | neg | pos | neg | neg | neg | neg | pos | neg | N, D |
6 | 49 | M | No | Past injection marks L: 1760 g, haemorrhagic edema, capillary congestion H: 420 g | 791 | neg | pos | neg | neg | neg | neg | neg | neg | D |
7 | 34 | M | No | Past phlebitis, fresh injection marks L: 1530 g, haemorrhagic edema, capillary congestion, peribronchial inflammation H: 500 g | 433 | neg | pos | neg | pos | pos | neg | neg | Phenacetine Paracetamol Levamisole Venlafaxine | D, P |
8 | 40 | M | Yes | Fresh injection mark L: 1410 g, haemorrhagic edema, capillary congestion, chronic inflammation H: 360 g, myocardiosclerosis, interstitial edema | 32 | neg | pos | neg | neg | neg | neg | neg | Paracetamol Theophylline | N, D, P, C |
9 | 37 | M | No | Past phlebitis L: 1400 g, haemorrhagic edema, capillary congestion, chronic inflammation H: 340 g, myocardiosclerosis, interstitial edema | 338 | neg | neg | neg | pos | pos | neg | neg | Ecgonine methylester | D, P, C |
10 | 35 | M | No | Fresh injection mark. L: 1690 g, hemorrhagic edema, capillary congestion, bronchopneumonia H: 460 g, edema, myocardiosclerosis, lipomatosis | 1250 | neg | neg | neg | neg | neg | neg | pos | Valproate Paracetamol | D, P, C |
11 | 26 | M | No | L: 1600 g, edema, bronchopneumonia H: 350 g | 455 | neg | neg | neg | neg | neg | neg | neg | Neg | P |
12 | 41 | M | No | Fresh injection marks L: 940 g haemorrhagic edema, capillary congestion, emphysema H: 320 g | 495 | neg | neg | neg | pos | pos | neg | neg | Ecgonine methylester | D, P |
13 | 27 | M | No | Multiple past injection marks L: 1505 g, haemorrhagic edema, capillary congestion H: 300 g, interstitial edema | 270 | pos | pos | pos | neg | neg | neg | neg | Neg | D |
14 | 53 | F | No | Past phlebitis L: 1270 g, haemorrhagic edema, capillary congestion H: 240 g mild coronarosclerosis | 5200 | neg | neg | neg | neg | neg | neg | pos | Neg | D |
15 | 32 | M | No | Fresh injection marks L: 1900 g, haemorrhagic edema, capillary congestion, emphysema, bronchopneumonia H: 440 g, mild coronarosclerosis, severe myocardiosclerosis | 209 | neg | neg | neg | pos | pos | neg | neg | Ecgonine methylester Levamisole Methylecgonine Cinnamate | D, P, C |
16 | 25 | F | No | L: 1400 g, edema, capillary congestion H: 246 g | 3350 | neg | neg | neg | neg | neg | neg | neg | neg | - |
17 | 46 | M | No | L: 1680 g, haemorrhagic edema, capillary congestion, bronchopneumonia H: 400 g, interstitial edema | 517 | neg | neg | neg | pos | pos | neg | pos | Ecgonine methylester Levamisole | D, P |
18 | 44 | M | No | Nasal mucosa atrophy L: 1980 g, haemorrhagic edema, bronchopneumonia H: 390 g, mild myocardiosclerosis, wavy myocardial fibers | 122 | neg | neg | neg | pos | pos | neg | pos | Ecgonine methylester Methotrimeprazine | D, P, C |
19 | 26 | M | No | L: 2010 g, haemorrhagic edema, bronchopneumonia H: 485 g myocarditis, pericarditis | 158 | neg | neg | neg | pos | pos | neg | pos | Neg | D, P, C |
20 | 26 | F | Yes | L: 1300 g, haemorrhagic edema, capillary congestion H: 265 g, myocardiosclerosis, wavy myocardial fibers | 25 | neg | neg | neg | pos | pos | neg | pos | Paracetamol | N, D, C |
21 | 43 | F | No | Fresh injection mark L: 1240 g, haemorrhagic edema, capillary congestion H: 450 g | 3990 | neg | pos | pos | neg | neg | neg | pos | Neg | D |
22 | 44 | M | No | Past phlebitis L: 1700 g, haemorrhagic edema H: 480 g, myocardiosclerosis, wavy myocardial fibers | 1450 | neg | pos | pos | pos | pos | neg | pos | Ecgonine methylester Fluconazole Levamisole Trimethoprim | D, C |
23 | 38 | M | No | Past phlebitis, skin necrosis L: 1240 g, haemorrhagic edema, capillary congestion H: 315 g, severe myocardiosclerosis | 454 | neg | neg | neg | neg | pos | neg | pos | neg | D, C |
24 | 42 | M | No | Past phlebitis, fresh injection marks L: 1630 g, haemorrhagic edema, capillary congestion H: 440 g, myocardiosclerosis | 460 | neg | neg | neg | pos | pos | neg | pos | neg | D, C |
25 | 47 | M | No | L: 1650 g, edema, bronchopneumonia H: 400 g, myocardiosclerosis, myocarditis, pericarditis | 187 | neg | neg | neg | neg | neg | Delorazepam Lorazepam | neg | Clorpromazine Clotiapine Clozapine | D, P, C |
26 | 19 | M | Yes | Fresh injection marks L: 2060 g, haemorrhagic edema, pneumonia H: 400 g, interstitial edema | 77 | neg | neg | neg | neg | neg | neg | neg | neg | N, P |
27 | 18 | M | No | L: 1260 g, edema, capillary congestion H: 380 g | 3190 | neg | neg | neg | neg | neg | neg | neg | neg | - |
28 | 48 | F | No | L: 1780 g, haemorrhagic edema, capillary congestion H: 320 g | 2392 | neg | neg | neg | neg | pos | neg | neg | neg | D |
29 | 19 | F | Yes | L: 640 g, haemorrhagic edema, interstitial bronchopneumonia H: 210 g | 82 | neg | neg | neg | neg | neg | Alprazolam | pos | neg | N, D, P |
30 | 43 | M | No | L: 1250 g, haemorrhagic edema, emphysema H: 540 g, mild myocardiosclerosis | 716 | neg | neg | neg | neg | neg | Alprazolam Diazepam Lorazepam Nordiazepam Oxazepam | pos | Mirtazapine | C, D |
31 | 17 | M | Yes | L: 1606 g, haemorrhagic edema, bronchopneumonia H: 324 g, septic emboli, wavy myocardial fibers | 122 | neg | neg | neg | pos | pos | neg | neg | neg | N, D, P, C |
32 | 47 | M | No | L: 2000 g, edema, peribronchial inflammation, emphysema H: 420 g | 117 | neg | neg | neg | neg | pos | neg | neg | THC-COOH | D, P |
33 | 26 | F | Yes | L: 960 g, haemorrhagic edema H: 310 g | 1209 | neg | neg | neg | pos | pos | neg | neg | Cocaethylene Ephedrine | N, D |
34 | 28 | F | Yes | L: 1080 g, edema, capillary congestion H: 290 g, interstitial edema | 645 | neg | neg | neg | pos | pos | neg | neg | neg | N, D |
35 | 44 | F | No | L: 1020 g, haemorrhagic edema, bronchopneumonia, emphysema, anthracosis H: 253 g, severe myocardiosclerosis | 451 | neg | neg | neg | neg | neg | Lorazepam | neg | neg | D, P, C |
Methadone Levels | Variable a (Tolerance State) | Variable b (Pulmonary Diseases) | Variable c (Cardiovascular Diseases) | Variable d (Other Drugs) | Variable e (Number of Drugs) | Variable f (Number of Conditions/Diseases) | |
---|---|---|---|---|---|---|---|
not modified | p value | 0.1610 | 0.1282 | 0.1544 | 0.0934 * | 0.0307 * | 0.0031 * |
log 10 transf | p value | 0.0079 * | 0.0289 * | 0.1434 | 0.0022 * | 0.0003 * | <0.0001 * |
equation | y = −0.1763 * x + 0.6795 | y = −0.1294 * x + 0.5019 | y = −0.08746 * x + 0.3896 | y = −0.2234 * x + 1.323 | y = −0.8232 * x + 3.724 | y = −0.6587 * x + 3.018 |
Variables in the Equation | Standardized Coefficient β | Coefficients Standard Error | β Lower-Upper Limits | p |
---|---|---|---|---|
Variable a—tolerance state | −0.214 | 0.003 | −1.038–−0.377 | 0.003 * |
Variable b—pulmonary diseases | −0.175 | 0.036 | −1.144–−0.397 | 0.036 * |
Variable c—cardiovascular diseases | −0.082 | 0.322 | −0.963–−0.043 | 0.322 |
Variable d—other drugs | −0.283 | 0.074 | −1.063–−0.143 | 0.001 * |
Binomial Logistic Regression | Variables in the Equation | β | Standard Error | Exp (B) and 95% C.I. | p |
---|---|---|---|---|---|
I. Nagelkerke R2 = 0.15 | Variable a—tolerance state | 1.100 | 0.463 | 3.003 (1.213–7.437) | 0.017 * |
Variable b—pulmonary diseases | 1.551 | 0.618 | 4.717 (1.404–15.847) | 0.012 * | |
Variable c—cardiovascular diseases | 0.327 | 0.568 | 0.721 (0.237–2.195) | 0.565 | |
Variable d—other drugs | 1.207 | 0.388 | 3.344 (1.563–7.154) | 0.002 * | |
II. Nagelkerke R2 = 0.14 | Variable e—number of drugs | 0.252 | 0.126 | 1.286 (1.005–1.646) | 0.045 * |
Variable f—number of conditions/diseases | 0.736 | 0.247 | 2.088 (1.287–3.388) | 0.003 * |
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Giorgetti, A.; Pascali, J.; Montisci, M.; Amico, I.; Bonvicini, B.; Fais, P.; Viero, A.; Giorgetti, R.; Cecchetto, G.; Viel, G. The Role of Risk or Contributory Death Factors in Methadone-Related Fatalities: A Review and Pooled Analysis. Metabolites 2021, 11, 189. https://doi.org/10.3390/metabo11030189
Giorgetti A, Pascali J, Montisci M, Amico I, Bonvicini B, Fais P, Viero A, Giorgetti R, Cecchetto G, Viel G. The Role of Risk or Contributory Death Factors in Methadone-Related Fatalities: A Review and Pooled Analysis. Metabolites. 2021; 11(3):189. https://doi.org/10.3390/metabo11030189
Chicago/Turabian StyleGiorgetti, Arianna, Jennifer Pascali, Massimo Montisci, Irene Amico, Barbara Bonvicini, Paolo Fais, Alessia Viero, Raffaele Giorgetti, Giovanni Cecchetto, and Guido Viel. 2021. "The Role of Risk or Contributory Death Factors in Methadone-Related Fatalities: A Review and Pooled Analysis" Metabolites 11, no. 3: 189. https://doi.org/10.3390/metabo11030189
APA StyleGiorgetti, A., Pascali, J., Montisci, M., Amico, I., Bonvicini, B., Fais, P., Viero, A., Giorgetti, R., Cecchetto, G., & Viel, G. (2021). The Role of Risk or Contributory Death Factors in Methadone-Related Fatalities: A Review and Pooled Analysis. Metabolites, 11(3), 189. https://doi.org/10.3390/metabo11030189