| Literature DB >> 30158106 |
Tara Gomes1, Wayne Khuu2, Diana Martins1, Mina Tadrous1, Muhammad M Mamdani3, J Michael Paterson2, David N Juurlink4.
Abstract
OBJECTIVE: To describe the contributions of prescribed and non-prescribed opioids to opioid related deaths.Entities:
Mesh:
Substances:
Year: 2018 PMID: 30158106 PMCID: PMC6113771 DOI: 10.1136/bmj.k3207
Source DB: PubMed Journal: BMJ ISSN: 0959-8138
Demographic characteristics of patients who died from an opioid related cause in Ontario, 2013 to 2016. Values are numbers (percentages) unless stated otherwise
| Characteristics | Opioid related death (n=2833) | No active opioid prescription (n=1836) | Active opioid prescription (n=997) | P value |
|---|---|---|---|---|
| Mean (SD) age, years | 43.0 (13.5) | 39.8 (13.2) | 49.0 (11.8) | <0.001 |
| Age group, years: | ||||
| 0-24 | 240 (8.5) | 220 (12.0) | 20 (2.0) | <0.001 |
| 25-34 | 647 (22.8) | 537 (29.2) | 110 (11.0) | |
| 35-44 | 596 (21.0) | 402 (21.9) | 194 (19.5) | |
| 45-64 | 1222 (43.1) | 622 (33.9) | 600 (60.2) | |
| ≥65 | 128 (4.5) | 55 (3.0) | 73 (7.3) | |
| Sex: | ||||
| Female | 922 (32.5) | 493 (26.9) | 429 (43.0) | <0.001 |
| Male | 1911 (67.5) | 1343 (73.1) | 568 (57.0) | |
| Fifth of neighbourhood income: | ||||
| 1 (lowest) | 966 (34.1) | 574 (31.3) | 392 (39.3) | <0.001 |
| 2 | 591 (20.9) | 365 (19.9) | 226 (22.7) | |
| 3 | 441 (15.6) | 291 (15.8) | 150 (15.0) | |
| 4 | 384 (13.6) | 279 (15.2) | 105 (10.5) | |
| 5 (highest) | 359 (12.7) | 245 (13.3) | 114 (11.4) | |
| Missing | 92 (3.2) | 82 (4.5) | 10 (1.0) | |
| Location of residence: | ||||
| Rural | 293 (10.3) | 179 (9.7) | 114 (11.4) | <0.001 |
| Urban | 2484 (87.7) | 1602 (87.3) | 882 (88.5) | |
| Missing | 56 (2.0) | 55 (3.0) | 1 (0.1) | |
| Hospital visit for opioid overdose (previous year) | 244 (8.6) | 156 (8.5) | 88 (8.8) | 0.77 |
| Alcohol use disorder (previous 3 years) | 730 (25.8) | 477 (26.0) | 253 (25.4) | 0.73 |
| Mental health ED visit (previous 3 years): | 1188 (41.9) | 767 (41.8) | 421 (42.2) | 0.82 |
| Anxiety disorders | 339 (12.0) | 224 (12.2) | 115 (11.5) | 0.60 |
| Deliberate self harm | 419 (14.8) | 269 (14.7) | 150 (15.0) | 0.78 |
| Mood disorders | 294 (10.4) | 185 (10.1) | 109 (10.9) | 0.48 |
| Schizophrenia | 122 (4.3) | 92 (5.0) | 30 (3.0) | 0.01 |
| Substance use disorders | 691 (24.4) | 455 (24.8) | 236 (23.7) | 0.51 |
| Other mental health disorders | 82 (2.9) | 48 (2.6) | 34 (3.4) | 0.23 |
| Presence of other drugs at death on toxicology report: | ||||
| Cocaine | 925 (32.7) | 716 (39.0) | 209 (21.0) | <0.001 |
| Benzodiazepines | 1342 (47.4) | 748 (40.7) | 594 (59.6) | <0.001 |
| Antipsychotics | 405 (14.3) | 211 (11.5) | 194 (19.5) | <0.001 |
| Antihistamines | 469 (16.6) | 237 (12.9) | 232 (23.3) | <0.001 |
| Stimulants | 468 (16.5) | 367 (20.0) | 101 (10.1) | <0.001 |
| Tetrahydrocannabinol | 78 (2.8) | 56 (3.1) | 22 (2.2) | 0.19 |
| Tricyclic antidepressants | 250 (8.8) | 95 (5.2) | 155 (15.5) | <0.001 |
| Other antidepressants | 1021 (36.0) | 563 (30.7) | 458 (45.9) | <0.001 |
ED=emergency department.
P values from χ2 tests of comparison. P<0.05 indicates statistically significant difference between groups measured.
Prevalence of opioid prescriptions among patients who died from opioid related cause in Ontario, 2013 to 2016. Values are numbers (percentages) unless stated otherwise
| Measures | 2013 (n=631) | 2014 (n=635) | 2015 (n=712) | 2016 (n=855) | P value (trend test) |
|---|---|---|---|---|---|
| Active opioid prescription on date of death | 241 (38.2) | 224 (35.3) | 254 (35.7) | 278 (32.5) | 0.03 |
| Opioid prescription within previous: | |||||
| 30 days | 301 (47.7) | 283 (44.6) | 338 (47.5) | 367 (42.9) | 0.15 |
| 180 days | 390 (61.8) | 368 (58.0) | 432 (60.7) | 508 (59.4) | 0.61 |
| 1 year | – | 414 (65.2) | 473 (66.4) | 555 (64.9) | 0.87 |
| 2 years | – | – | 520 (73.0) | 616 (72.0) | 0.66 |
| 3 years | – | – | – | 653 (76.4) | – |
| Active benzodiazepine prescription on date of death | 207 (32.8) | 207 (32.6) | 237 (33.3) | 236 (27.6) | 0.04 |
| Active opioid and benzodiazepine prescription on date of death | 127 (20.1) | 118 (18.6) | 147 (20.6) | 138 (16.1) | 0.10 |
| Sensitivity analysis: active opioid prescription among non-fentanyl opioid related deaths | 182/494 (37) | 161/464 (35) | 196/500 (39) | 200/503 (40) | 0.18 |
Data omitted owing to incomplete data capture in lookback period.
P value derived from χ2 test; all other P values reflect two tailed, exact Cochran-Armitage trend tests.
Prevalence of active prescription for opioid dispensed on date of opioid related death in Ontario, stratified by age and sex, 2013 to 2016. Values are numbers (percentages) unless stated otherwise
| Year | Age group (years) | Sex | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0-24 | 25-34 | 35-44 | 45-64 | ≥65 | P value | Female | Male | P value | |||
| 2013 | ≤5/46 | 29-33/138 (21-24) | 48/141 (34) | 140/278 (50) | 19/28 (68) | <0.001 | 101/209 (48) | 140/422 (33) | <0.001 | ||
| 2014 | ≤5/57 | 25-29/150 (17-19) | 50/142 (35) | 133/267 (50) | 11/19 (58) | <0.001 | 85/201 (42) | 139/434 (32) | 0.01 | ||
| 2015 | 6/68 (9) | 24/156 (15) | 52/140 (37) | 158/313 (50) | 14/35 (40) | <0.001 | 119/240 (50) | 135/472 (29) | <0.001 | ||
| 2016 | 8/69 (12) | 28/203 (14) | 44/173 (25) | 169/364 (46) | 29/46 (63) | <0.001 | 124/272 (46) | 154/583 (26) | <0.001 | ||
In cases where number of patients is <6, this number has been suppressed to ensure confidentiality. In cases where only one record is suppressed, another record has been suppressed to provide a range to avoid residual disclosure.
For comparisons by age group, P values reflect two tailed, exact Cochran-Armitage trend tests. For comparisons by sex, these represent results of χ2 tests. P<0.05 indicates statistically significant difference between groups measured.
Prevalence of prescribed and non-prescribed opioids in fatal opioid overdoses, Ontario, 2013 to 2016. Values are numbers (percentages) unless stated otherwise
| 2013 | 2014 | 2015 | 2016 | P value | |
|---|---|---|---|---|---|
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| Only prescribed opioids present on toxicology | 154 (64) | 142 (64) | 160 (63) | 162 (58) | 0.17 |
| Type of prescribed opioid that overlapped with death date: | |||||
| Oxycodone | 56 (36) | 45 (32) | 58 (36) | 53 (33) | 0.71 |
| Hydromorphone | 33 (21) | 32 (23) | 48 (30) | 45 (28) | 0.09 |
| Fentanyl | 36 (23) | 32 (23) | 30 (19) | 24 (15) | 0.04 |
| Methadone | 15 (10) | 10 (7) | 16 (10) | 28 (17) | 0.02 |
| Morphine | 25 (16) | 30 (21) | 19 (12) | 13 (8) | 0.01 |
| Codeine | 16 (10) | 16 (11) | 10 (6) | 21 (13) | 0.81 |
| Other | ≤5 | ≤5 | ≤5 | ≤5 | 0.38 |
| Presence of non-prescribed opioids on toxicology | 85 (36) | 81 (36) | 94 (37) | 115 (42) | 0.17 |
| Type of opioid on toxicology with no active prescription: | |||||
| Oxycodone | 11 (13) | 12 (15) | 20 (21) | 13 (11) | 0.95 |
| Hydromorphone | 8 (9) | 17 (21) | 18 (19) | 20 (17) | 0.25 |
| Fentanyl | 15 (18) | 16 (20) | 22 (23) | 47 (41) | <0.001 |
| Methadone | 26 (31) | 16 (20) | 11 (12) | 12 (10) | <0.001 |
| Morphine | 15 (18) | 9 (11) | 19 (20) | 22 (19) | 0.44 |
| Codeine | 23 (27) | 24 (30) | 29 (31) | 25 (22) | 0.41 |
| Heroin | ≤5 | 9 (11) | 8 (9) | ≤5 | 0.49 |
| Other | ≤5 | ≤5 | ≤5 | ≤5 | 1.0 |
| No evidence of active opioid on toxicology | 42 (18) | 50 (22) | 41 (16) | 70 (25) | 0.12 |
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| Type of opioid on toxicology: | |||||
| Oxycodone | 86 (22) | 78 (19) | 74 (16) | 96 (17) | 0.02 |
| Hydromorphone | 76 (19) | 79 (19) | 107 (23) | 104 (18) | 0.82 |
| Fentanyl | 78 (20) | 108 (26) | 154 (34) | 274 (47) | <0.001 |
| Methadone | 106 (27) | 89 (22) | 93 (20) | 102 (18) | <0.001 |
| Morphine | 76 (19) | 77 (19) | 89 (19) | 97 (17) | 0.32 |
| Codeine | 83 (21) | 91 (22) | 96 (21) | 67 (12) | <0.001 |
| Heroin | 49 (13) | 87 (21) | 76 (17) | 70 (12) | 0.24 |
| Other | 10 (3) | 6 (1) | 7 (2) | ≤5 | 0.002 |
Drugs listed in each group are not mutually exclusive; someone could have multiple non-prescribed drugs present at toxicology, and all are captured in table.
In cases where number of patients is <6, this number has been suppressed to ensure confidentiality. In cases where only one record is suppressed, another record has been suppressed to provide a range to avoid residual disclosure.
P values reflect two tailed, exact Cochran-Armitage trend tests. P<0.05 indicates statistically significant difference between groups measured.
4 patients are excluded from table owing to unknown opioid involvement at time of death.
Opioids that may be metabolites of other opioids (see note in Methods).
Includes anileridine, buprenorphine, hydrocodone, meperidine, pentazocine, propoxyphene, and tramadol.
Prevalence of opioid prescriptions among patients who had emergency department visits for opioid overdose in Ontario, 2013 to 2016. Values are numbers (percentages) unless stated otherwise
| Measures | 2013 (n=2773) | 2014 (n=2998) | 2015 (n=3255) | 2016 (n=3821) | P value (trend test) |
|---|---|---|---|---|---|
| Active opioid prescription on date of death | 1227 (44.2) | 1353 (45.1) | 1440 (44.2) | 1511 (39.5) | <0.001 |
| Opioid prescription in previous: | |||||
| 30 days | 1450 (52.3) | 1569 (52.3) | 1718 (52.8) | 1874 (49.0) | 0.01 |
| 180 days | 1801 (64.9) | 1936 (64.6) | 2161 (66.4) | 2379 (62.3) | 0.06 |
| 1 year | – | 2148 (71.6) | 2385 (73.3) | 2665 (69.7) | 0.06 |
| 2 years | – | – | 2560 (78.6) | 2931 (76.7) | 0.05 |
| 3 years | – | – | – | 3058 (80.0) | – |
Data omitted due to incomplete data capture in lookback period
P value derived from χ2 test; all other P values reflect two tailed, Cochran-Armitage trend tests.