| Literature DB >> 32994809 |
Antoni Sicras-Mainar1, Carlos Tornero-Tornero2, Francisco Vargas-Negrín3, Isabel Lizarraga4, Javier Rejas-Gutierrez5.
Abstract
OBJECTIVE: The objective of this study was to analyze health outcomes, resource utilization, and costs in osteoarthritis patients with chronic nociceptive pain who began treatment with an opioid in real-world practice in Spain.Entities:
Keywords: basic activities of daily living; cognitive deficit; health/non-health costs; opioids; osteoarthritis; pain
Year: 2020 PMID: 32994809 PMCID: PMC7502862 DOI: 10.1177/1759720X20942000
Source DB: PubMed Journal: Ther Adv Musculoskelet Dis ISSN: 1759-720X Impact factor: 5.346
Figure 1.Study flow diagram.
Figure 2.Incidence rate (× 1000 inhabitant-years) of opioid use in the years of study recruitment.
Baseline characteristics (demographic and morbidity) of patients by study groups.
| Study groups (osteoarthritis) | Hip/knee | Spine | Others | Total |
|
|---|---|---|---|---|---|
| Number of patients (%) | |||||
|
| |||||
| Mean age, years (SD) | 71.9 (13.6) | 68.3 (14.4) | 70.8 (15.8) | 70.8 (14.3) | <0.001 |
| Ranges: 18–44 years | 3.5% | 6.1% | 6.8% | 4.9% | <0.001 |
| 45–64 years | 26.5% | 34.0% | 27.5% | 28.6% | |
| 65–74 years | 24.7% | 23.4% | 21.2% | 23.6% | |
| ⩾75 years | 45.4% | 36.5% | 44.5% | 43.0% | |
| Sex (female) | 76.1% | 69.0% | 66.8% | 72.3% | <0.001 |
|
| |||||
| Mean number of diagnoses (SD) | 3.1 (1.8) | 2.9 (1.8) | 3.0 (1.8) | 3.1 (1.8) | <0.001 |
| Mean Charlson comorbidity index (SD) | 2.0 (1.8) | 1.8 (1.8) | 2.1 (1.9) | 1.9 (1.8) | <0.001 |
| 0 | 23.4% | 28.4% | 24.0% | 24.7% | <0.001 |
| 1 | 25.9% | 26.1% | 22.4% | 25.2% | |
| 2 | 14.6% | 13.0% | 15.4% | 14.3% | |
| 3+ | 36.2% | 32.5% | 38.3% | 35.8% | |
|
| |||||
| Hypertension | 59.4% | 54.9% | 54.0% | 57.1% | <0.001 |
| Diabetes | 27.0% | 24.8% | 28.8% | 26.8% | <0.001 |
| Dyslipidemia | 54.9% | 52.6% | 47.1% | 52.6% | <0.001 |
| Obesity | 29.6% | 28.7% | 25.0% | 28.4% | <0.001 |
| Active smokers | 11.8% | 13.8% | 14.7% | 12.9% | <0.001 |
| Ischemic heart disease | 11.2% | 10.6% | 13.5% | 11.5% | <0.001 |
| Cerebrovascular accident | 9.1% | 7.9% | 10.8% | 9.2% | <0.001 |
| Heart failure | 12.1% | 9.4% | 13.7% | 11.8% | <0.001 |
| Renal failure | 8.6% | 7.2% | 9.1% | 8.4% | <0.001 |
| Asthma | 11.3% | 11.1% | 11.0% | 11.2% | 0.478 |
| COPD | 9.4% | 9.0% | 11.5% | 9.7% | <0.001 |
| Dementia | 10.5% | 8.4% | 11.5% | 10.2% | <0.001 |
| Depressive syndrome | 20.8% | 21.0% | 20.5% | 20.8% | 0.748 |
| Malignant neoplasms | 5.8% | 5.2% | 5.8% | 5.6% | 0.067 |
| Osteoporosis | 31.3% | 27.1% | 25.0% | 28.9% | <0.001 |
| Alcoholism | 1.6% | 1.7% | 1.5% | 1.6% | 0.525 |
Values expressed as percentage or mean (SD, standard deviation).
COPD, chronic obstructive pulmonary disease.
Treatment persistence and adherence, medication possession ratio and deaths by study groups (during the follow-up period).
| Study groups (osteoarthritis) | Hip/knee | Spine | Others | Total |
|
|---|---|---|---|---|---|
| Number of patients (%) | |||||
| Time from diagnosis, years | 0.8 (0.9) | 1.0 (1.1) | 1.2 (1.2) | 0.9 (1.0) | <0.001 |
| - Median (P25–P75) | 0.4 (0.3–1.0) | 0.4 (0.3–1.2) | 0.6 (0.3–1.6) | 0.4 (0.3–1.2) | |
| Duration of treatment, days | 409.7 (395.5) | 403.7 (398.1) | 391.1 (399.5) | 404.1 (397.1) | <0.001 |
| - Median (P25–P75) | 212 (89–709) | 199 (88–697) | 181 (85–646) | 203 (89–696) | |
|
| |||||
| Percentage | 74.8% | 73.8% | 71.4% | 74.0% | <0.001 |
| 95% CI | 74.6–74.9% | 73.6–74.0% | 71.2–71.6% | 73.9–74.1% | |
| 12 months | 37.6% | 36.7% | 34.6% | 36.7% | <0.001 |
| 95% CI | 36.9–38.3% | 35.7–37.7% | 33.6–35.6% | 36.2–37.2% | |
| 24 months | 24.6% | 24.4% | 23.5% | 24.3% | 0.166 |
| 95% CI | 24.0–25.2% | 23.5–25.3% | 22.6–24.4% | 23.9–24.7% | |
| 36 months | 18.8% | 19.2% | 19.8% | 19.1% | 0.125 |
| 95% CI | 18.3–19.3% | 18.4–20.0% | 18.9–20.7% | 18.7–19.5% | |
| Poor tolerability[ | 7.8% | 8.8% | 8.9% | 8.3% | 0.002 |
| Poor response[ | 40.6% | 40.3% | 39.2% | 40.6% | 0.065 |
| Change from weak to strong opioid | 11.2% | 11.7% | 12.4% | 11.3% | 0.009 |
| Other changes[ | 10.6% | 9.9% | 9.7% | 10.2% | 0.009 |
| Lost to follow-up | 2.7% | 2.5% | 1.9% | 2.5% | <0.001 |
| Deaths any cause | 8.2% | 7.6% | 8.1% | 8.1% | 0.220 |
Values expressed as a percentage or mean (standard deviation).
CI, confidence interval.
Discontinuation after first prescription dispensed in community pharmacy without refills during study follow-up.
Pain numeric rating scale >5 points in last available measurement.
Other changes: includes patients with hospital admission for surgical procedures (joint replacement, arthroscopy, 5.1%), referrals to the pain clinic (3.0%), and changes to non-opioid medication (2.0%).
Concomitant medication by study groups and follow-up periods.
| Study groups (osteoarthritis) | Hip/knee | Spine | Others | Total |
|
|---|---|---|---|---|---|
| Number of patients (%) | |||||
|
| |||||
| NSAID | 42.3% | 40.7% | 38.9% | 41.2% | <0.001 |
| Paracetamol | 83.0% | 81.5% | 85.2% | 82.4% | 0.006 |
| Metamizole | 18.3% | 18.8% | 21.7% | 19.2% | <0.001 |
| Weak opioid[ | 29.9% | 26.8% | 27.7% | 28.6% | <0.001 |
| Mean (SD) | 1.4 (0.6) | 1.4 (0.7) | 1.4 (0.7) | 1.4 (0.7) | 0.007 |
|
| |||||
| NSAID | 37.3% | 35.5% | 33.3% | 36.0% | <0.001 |
| Paracetamol | 83.7% | 81.9% | 82.0% | 82.9% | <0.001 |
| Metamizole | 17.0% | 16.3% | 18.2% | 17.1% | 0.003 |
| Mean (SD) | 1.4 (0.6) | 1.4 (0.6) | 1.3 (0.6) | 1.3 (0.6) | <0.001 |
|
| |||||
| NSAID | 42.3% | 40.4% | 38.6% | 41.0% | <0.001 |
| Paracetamol | 40.0% | 34.7% | 43.1% | 39.3% | <0.001 |
| Metamizole | 22.8% | 21.5% | 23.0% | 22.5% | 0.019 |
| Mean (SD) | 1.1 (1.1) | 1.0 (1.1) | 1.1 (1.1) | 1.0 (1.1) | <0.001 |
|
| |||||
| NSAID | 44.6% | 42.6% | 40.8% | 43.3% | <0.001 |
| Paracetamol | 43.2% | 37.7% | 45.9% | 42.4% | <0.001 |
| Metamizole | 26.6% | 24.6% | 25.7% | 25.9% | 0.001 |
| Mean (SD) | 1.1 (1.2) | 1.1 (1.2) | 1.1 (1.1) | 1.1 (1.2) | <0.001 |
Values expressed as a percentage or mean (SD, standard deviation).
NSAIDs, Non-steroidal anti-inflammatory drugs.
Percentage of patients using weak opioids before starting treatment with strong opioid, in which the use of strong opioid is the reason for study inclusion.
Health and non-health costs corrected by covariates (in euros) according to study groups and total.
| Study groups (osteoarthritis) | Hip/knee | Spine | Others |
| Total | ||||
|---|---|---|---|---|---|---|---|---|---|
| Number of patients (%) | |||||||||
|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | |
| Healthcare cost | 1153 | 1120–1186 | 1259 | 1214–1303 | 1584 | 1537–1630 | <0.001 | 1276 | 1252–1300 |
| Resource cost | 1073 | 1041–1105 | 1183 | 1148–1219 | 1515 | 1469–1560 | <0.001 | 1198 | 1176–1220 |
| Analgesia cost | 80 | 78–82 | 75 | 74–77 | 69 | 67–71 | <0.001 | 78 | 77–79 |
| Non-healthcare cost | 4587 | 4404–4770 | 4911 | 4665–5158 | 3841 | 3581–4102 | <0.001 | 4718 | 4631–4805 |
| Total cost | 5740 | 5555–5924 | 6170 | 5921–6419 | 5425 | 5162–5688 | <0.001 | 5994 | 5883–6105 |
|
| |||||||||
| Healthcare cost | 1472[ | 1425–1520 | 1604[ | 1540–1668 | 1892[ | 1825–1960 | <0.001 | 1550[ | 1521–1579 |
| Resource cost | 1141[ | 1107–1175 | 1272[ | 1234–1311 | 1471 | 1427–1515 | <0.001 | 1220 | 1197–1 243 |
| Analgesia cost | 331[ | 325–338 | 332[ | 325–338 | 422[ | 413–430 | <0.001 | 340[ | 334–346 |
| Cost of non-narcotic analgesia | 53[ | 53–54 | 52[ | 51–53 | 45[ | 44–46 | <0.001 | 52[ | 51–53 |
| Opioid cost | 278 | 266–290 | 280 | 264–296 | 377 | 360–394 | <0.001 | 288 | 283–293 |
| Non-healthcare cost | 4488 | 4316–4681 | 4847 | 4605–5098 | 3695 | 3442–3963 | <0.001 | 4643 | 4557–4729 |
| Total cost | 5961 | 5773–6148 | 6451 | 6198–6704 | 5588 | 5320–5855 | <0.001 | 6193[ | 6078–6308 |
| Difference | 221[ | 216–225 | 281[ | 275–287 | 163[ | 159–166 | 199[ | 196–202 | |
|
| |||||||||
| Healthcare cost | 4782 | 4671–4893 | 5122 | 4973–5272 | 5404 | 5246–5562 | <0.001 | 4951 | 4859–5043 |
| Resource cost | 3969 | 3850–4088 | 4310 | 4181–4439 | 4407 | 4274–4539 | <0.001 | 4126 | 4050–4202 |
| Analgesia cost | 813 | 797–829 | 812 | 796–828 | 997 | 977–1017 | <0.001 | 825 | 810–840 |
| Cost of non-narcotic analgesia | 127 | 123–131 | 113 | 107–118 | 97 | 91–103 | <0.001 | 120 | 118–122 |
| Opioid cost | 686 | 656–715 | 700 | 659–740 | 900 | 857–942 | <0.001 | 705 | 692–718 |
| Non-healthcare cost | 12551 | 12038–13064 | 13515 | 12823–14207 | 10340 | 9609–11072 | <0.001 | 12965 | 12725–13205 |
| Total cost | 17333 | 16812–17853 | 18637 | 17934–19339 | 15744 | 15001–16487 | <0.001 | 17915 | 17584–18246 |
Values expressed as means with 95% confidence interval (CI).
p < 0.001 versus 12 months prior, non-significant differences when not indicated.
Opioid administered and prescribing medical specialty during the follow-up.
| Study groups (osteoarthritis) | ATC code | Hip/knee | Spine | Others | Total |
| ||||
|---|---|---|---|---|---|---|---|---|---|---|
| Number of patients (%) |
| % |
| % |
| % |
| % | ||
|
| ||||||||||
| Tramadol | N02AX02 | 8321 | 40.6% | 3743 | 38.8% | 3541 | 42.2% | 15,605 | 40.5% | <0.001 |
| Tramadol + Paracetamol | N02AJ13 | 4408 | 21.5% | 2012 | 20.9% | 923 | 11.0% | 7343 | 19.1% | <0.001 |
| Paracetamol + Codeine | N02AJ06 | 305 | 1.5% | 114 | 1.2% | 82 | 1.0% | 501 | 1.3% | <0.001 |
| Codeine + Ibuprofen | N02AJ08 | 53 | 0.3% | 31 | 0.3% | fifteen | 0.2% | 99 | 0.3% | <0.001 |
| Caffeine + Codeine + ASA | N02AJ07 | 13 | 0.1% | 16 | 0.2% | 10 | 0.1% | 39 | 0.1% | <0.001 |
| Tramadol + NSAID | N02AJ14 | 2 | 0.0% | one | 0.0% | one | 0.0% | 4 | 0.0% | <0.001 |
| Total, weak | 13,102 | 63.9% | 5917 | 61.4% | 4,572 | 54.5% | 23,591 | 61.2% | <0.001 | |
|
| <0.001 | |||||||||
| Fentanyl | N02AB03 | 2853 | 13.9% | 1284 | 13.3% | 1580 | 18.8% | 5717 | 14.8% | <0.001 |
| Tapentadol | N02AX06 | 1371 | 6.7% | 943 | 9.8% | 637 | 7.6% | 2951 | 7.7% | <0.001 |
| Oxycodone-Naloxone | N02AA55 | 1451 | 7.1% | 758 | 7.9% | 557 | 6.6% | 2766 | 7.2% | <0.001 |
| Buprenorphine | N02AE01 | 1101 | 5.4% | 460 | 4.8% | 482 | 5.7% | 2043 | 5.3% | <0.001 |
| Morphine | N02AA01 | 240 | 1.2% | 98 | 1.0% | 348 | 4.2% | 686 | 1.8% | <0.001 |
| Oxycodone | N02AA05 | 194 | 0.9% | 90 | 0.9% | 124 | 1.5% | 408 | 1.1% | <0.001 |
| Hydromorphone | N02AA03 | 198 | 1.0% | 85 | 0.9% | 63 | 0.8% | 346 | 0.9% | <0.001 |
| Pethidine | N02AB02 | 6 | 0.0% | 2 | 0.0% | 13 | 0.2% | 21 | 0.1% | <0.001 |
| Naloxone | N07BC51 | 1 | 0.0% | 2 | 0.0% | 7 | 0.1% | 10 | 0.0% | <0.001 |
| Total, strong | 7415 | 36.1% | 3722 | 38.6% | 3811 | 45.5% | 14,948 | 38.8% | <0.001 | |
| Total | 20,517 | 100% | 9,639 | 100% | 8383 | 100% | 38,539 | 100% | ||
| Family medicine | 15,402 | 75.1% | 6872 | 71.3% | 6305 | 75.2% | 28,579 | 74.2% | <0.001 | |
| Orthopedic | 2060 | 10.0% | 943 | 9.8% | 754 | 9.0% | 3757 | 9.7% | <0.001 | |
| Anesthesia and palliative care | 1843 | 9.0% | 1307 | 13.6% | 475 | 5.7% | 3625 | 9.4% | <0.001 | |
| Rheumatology | 359 | 1.7% | 96 | 1.0% | 68 | 0.8% | 523 | 1.4% | <0.001 | |
| Rehabilitation | 269 | 1.3% | 122 | 1.3% | 54 | 0.6% | 445 | 1.2% | <0.001 | |
| Other specialties | 586 | 2.9% | 297 | 3.1% | 727 | 8.7% | 1610 | 4.2% | <0.001 | |
|
| ||||||||||
| Family medicine | 10,411 | 79.5% | 4618 | 78.0% | 3594 | 78.6% | 18,623 | 78.9% | <0.001 | |
| Reference specialists | 2691 | 20.5% | 1299 | 22.0% | 978 | 21.4% | 4968 | 21.1% | <0.001 | |
|
| ||||||||||
| Family medicine | 4991 | 67.3% | 2254 | 60.6% | 2711 | 71.1% | 9956 | 66.6% | <0.001 | |
| Reference specialists | 2424 | 32.7% | 1468 | 39.4% | 1100 | 28.9% | 4992 | 33.4% | <0.001 | |
Values expressed in absolute numbers (n) and percentage (%).
AAS, acetylsalicylic acid; ATC, Anatomical Therapeutic Chemical Classification System; NSAID, non-steroidal anti-inflammatory drug.
Clinical effectiveness of opioid use expressed as effect on pain intensity, cognitive functioning, and disability for BADL, in the global sample and by osteoarthritis site.
| Study groups (osteoarthritis) | Hip/knee | Spine | Others | Total |
|
|---|---|---|---|---|---|
| Number of patients (%) | |||||
|
| |||||
| Initial | 7.6 (1.1) | 7.7 (1.1) | 7.8 (1.1) | 7.7 (1.1) | <0.001 |
| Final | 6.5 (1.2) | 6.4 (1.2) | 6.3 (1.2) | 6.4 (1.2) | <0.001 |
| Difference (absolute) | −1.1[ | −1.3[ | −1.5[ | −1.3[ | <0.001 |
| Difference (relative) | −14.5% | −16.9% | −19.2% | −16.9% | |
| % patients with moderate/severe initial pain (NRS > 5 points) | |||||
| Initial | 99.4% | 99.4% | 99.3% | 99.4% | 0.558 |
| Final | 92.6% | 93.0% | 94.6% | 93.0% | <0.001 |
| Difference | −6.8%[ | −6.4%[ | −4.7%[ | −6.4%[ | <0.001 |
|
| |||||
| Initial | 25.4 (5.6) | 24.5 (5.6) | 24.4 (5.5) | 25.1 (5.6) | <0.001 |
| Final | 22.8 (5.6) | 23.5 (5.6) | 22.4 (5.5) | 23.0 (5.6) | <0.001 |
| Absolute difference | −2.6[ | −1.0[ | −2.0[ | −2.1[ | <0.001 |
| Relative difference | −10.2% | −4.1% | −8.2% | −8.4% | |
| % patients with cognitive deficit (MMSE ⩽ 20 points) | |||||
| Initial | 13.0% | 12.9% | 12.6% | 12.9% | 0.104 |
| Final | 15.2% | 17.6% | 17.0% | 16.2% | <0.001 |
| Difference | +2.2%[ | +4.7%[ | +4.4%[ | +3.3%[ | <0.001 |
|
| |||||
| Initial | 70.2 (21.0) | 69.8 (21.3) | 70.7 (23.5) | 70.2 (21.5) | 0.073 |
| Final | 69.5 (16.6) | 69.4 (16.1) | 69.0 (16.4) | 69.4 (16.5) | 0.187 |
| Difference (absolute) | −0.7[ | −0.4[ | −1.6[ | −0.9[ | <0.001 |
| Difference (relative) | −1.1% | −0.5% | −2.3% | −1.2% | |
| % patients with moderate to total dependence (Barthel ⩽ 90 points) | |||||
| Initial | 79.3% | 80.5% | 85.1% | 80.8% | <0.001 |
| Final | 95.8% | 96.2% | 98.4% | 96.4% | <0.001 |
| Difference | 16.5%[ | 15.7%[ | 13.3%[ | 15.6%[ | <0.001 |
Values expressed as a percentage or mean (SD).
p < 0.001, †p < 0.01, *p < 0.05 in the final baseline adjusted differences. Not significant when not indicated.
Pain intensity was measured with a 11-point NRS [scored 0 (no pain) to 10 (worst imaginable pain)]. Cognitive function was assessed with the MMSE test, establishing a cognitive deficit for scores ⩽20. BADL were evaluated using the Barthel test, interpreting a moderate to total disability (dependence) for scores ⩽90 points. MMSE and Barthel results were obtained in the subsample of patients ⩾65 years old; NRS = 38,426, Barthel = 23,356, MMSE = 22,874, with response rates of 99.7%, 91.0%, and 89.1%, respectively.
BADL, basic activities of daily living; MMSE, Mini-Mental State Examination; NRS, numerical rating scale.