| Literature DB >> 28919809 |
Paulo Reis-Pina1,2, Peter G Lawlor3,4,5, António Barbosa6,7.
Abstract
BACKGROUND: Several guidelines have advocated the need for adequate cancer-related pain (CRP) management. The pain management index (PMI) has been proposed as an auditable measure of the appropriateness for analgesic therapy.Entities:
Keywords: cancer pain; opioid analgesics; pain management; pain measurement
Year: 2017 PMID: 28919809 PMCID: PMC5587145 DOI: 10.2147/JPR.S139715
Source DB: PubMed Journal: J Pain Res ISSN: 1178-7090 Impact factor: 3.133
Figure 1Derivation of study sample and PMI status.
Abbreviation: PMI, pain management index.
Derivation and summary of PMI grades for pain severity and analgesic drug classes
| Pain severity
| Analgesic drug class prescribed PMI grade
| Total (%) | ||||
|---|---|---|---|---|---|---|
| Categories | PMI grade | 0 | 1 | 2 | 3 | |
| None (0) | 0 | 0 | 0 | 0 | 0 | 0 |
| Mild (1–3) | 1 | 18 | 13 | 42 | 8 | 81 (21.8) |
| Moderate (4–6) | 2 | 6 | 3 | 164 | 40 | 213 (57.4) |
| Severe (7–10) | 3 | 2 | 0 | 66 | 9 | 77 (20.8) |
| Total (%) | 26 (7.0) | 16 (4.3) | 272 (73.3) | 57 (15.4) | 371 (100) | |
Notes:
Descriptive categories (mild, moderate, and severe) are based on patients’ Brief Pain Inventory average pain intensity rating (0–10).
Abbreviation: PMI, pain management index.
Demographic, cognitive and functional, and clinical and psychological characteristic variables and their associations with PMI status (n=371)
| Characteristics | PMI positive
| PMI negative
| ||||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Sex | Male | 136 | 49.3 | 36 | 37.9 | 0.05 |
| Female | 140 | 50.7 | 59 | 62.1 | ||
| Education | Primary | 194 | 70.3 | 65 | 68.4 | 0.78 |
| Secondary | 67 | 24.3 | 23 | 24.2 | ||
| Tertiary | 15 | 5.4 | 7 | 7.4 | ||
| Marital status | Single | 34 | 12.3 | 9 | 9.5 | 0.71 |
| Married | 173 | 62.7 | 65 | 68.4 | ||
| Divorced | 31 | 11.2 | 8 | 8.4 | ||
| Widow | 38 | 13.8 | 13 | 13.7 | ||
| Income per month | ≤485 euros | 127 | 46.0 | 49 | 51.6 | 0.35 |
| >485 euros | 149 | 54.0 | 46 | 48.4 | ||
| Socioeconomic status | Group 1 | 43 | 15.6 | 10 | 10.5 | 0.56 |
| Group 2 | 104 | 37.7 | 42 | 44.2 | ||
| Group 3 | 62 | 22.4 | 21 | 22.1 | ||
| Group 4 | 67 | 24.3 | 22 | 23.2 | ||
| Cognitive function | Normal | 244 | 88.4 | 81 | 85.3 | 0.42 |
| Mild deficit | 32 | 11.6 | 14 | 14.7 | ||
| ECOG | 0 | 88 | 31.9 | 32 | 33.7 | 0.83 |
| 1 | 96 | 34.8 | 32 | 33.7 | ||
| 2 | 46 | 16.7 | 15 | 15.8 | ||
| 3 | 24 | 8.7 | 11 | 11.6 | ||
| 4 | 22 | 7.9 | 5 | 5.2 | ||
| Drug/alcohol abuse | No | 210 | 76.1 | 75 | 78.9 | 0.57 |
| Yes | 66 | 23.9 | 20 | 21.1 | ||
| HADS anxiety >7 | No | 78 | 28.3 | 31 | 32.6 | 0.42 |
| Yes | 198 | 71.7 | 64 | 67.4 | ||
| HADS depression >7 | No | 64 | 23.2 | 27 | 28.4 | 0.30 |
| Yes | 212 | 76.8 | 68 | 71.6 | ||
| ET distress >4 | No | 147 | 53.3 | 54 | 56.8 | 0.54 |
| Yes | 129 | 46.7 | 41 | 43.2 | ||
| ET need help >4 | No | 143 | 51.8 | 61 | 64.2 | 0.03 |
| Yes | 133 | 48.2 | 34 | 35.8 | ||
Note:
Socioeconomic groups (1, managers and liberal professionals; 2, clerical and services workers; 3, craft and machines workers; 4, unskilled laborers).
Abbreviations: ECOG, Eastern Cooperative Oncology Group; ET, Emotion Thermometer; HADS, Hospital Anxiety and Depression Scale; PMI, pain management index.
Cancer and pain characteristics variables and their associations with PMI status (n=371)
| Characteristics | PMI positive
| PMI negative
| ||||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Primary cancer | Head and neck | 70 | 25.4 | 22 | 23.2 | 0.95 |
| Lung | 7 | 2.5 | 3 | 3.2 | ||
| Gastrointestinal | 61 | 22.1 | 21 | 22.1 | ||
| Breast | 31 | 11.2 | 12 | 12.6 | ||
| Genitourinary | 61 | 22.1 | 18 | 18.9 | ||
| Other | 46 | 16.7 | 19 | 20.0 | ||
| Bone metastases | No | 182 | 65.9 | 60 | 63.2 | 0.62 |
| Yes | 94 | 34.1 | 35 | 36.8 | ||
| Head/neck metastases | No | 254 | 92.0 | 93 | 97.9 | 0.04 |
| Yes | 22 | 8.0 | 2 | 2.1 | ||
| Central nervous system metastases | No | 258 | 93.5 | 92 | 96.8 | 0.22 |
| Yes | 18 | 6.5 | 3 | 3.2 | ||
| Chemotherapy | No | 150 | 54.3 | 54 | 56.8 | 0.67 |
| Yes | 126 | 45.7 | 41 43.2 | |||
| Surgery | No | 189 | 68.5 | 70 | 73.7 | 0.34 |
| Yes | 87 | 31.5 | 25 | 26.3 | ||
| Radiotherapy | No | 134 | 48.6 | 61 | 64.2 | 0.008 |
| Yes | 142 | 51.4 | 34 | 35.8 | ||
| Palliative goal | No | 140 | 50.7 | 55 | 57.9 | 0.23 |
| Yes | 136 | 49.3 | 40 | 42.1 | ||
| Nociceptive visceral | No | 195 | 70.7 | 64 | 67.4 | 0.55 |
| Yes | 81 | 29.3 | 31 | 32.6 | ||
| Nociceptive bone pain | No | 165 | 59.8 | 57 | 60.0 | 0.97 |
| Yes | 111 | 40.2 | 38 | 40.0 | ||
| DN4 positive | No | 151 | 54.7 | 59 | 62.1 | 0.21 |
| Yes | 125 | 45.3 | 36 | 37.9 | ||
| Breakthrough pain | No | 157 | 56.9 | 55 | 57.9 | 0.86 |
| Yes | 119 | 43.1 | 40 | 42.1 | ||
| Incident pain | No | 105 | 38.0 | 46 | 48.4 | 0.07 |
| Yes | 171 | 62.0 | 49 | 51.6 | ||
| No opioids | No | 263 | 95.3 | 66 | 69.5 | <0.001 |
| Yes | 13 4.7 | 29 | 30.5 | |||
| Adjuvant use | No | 112 | 40.6 | 49 | 51.6 | 0.06 |
| ≥1 | 164 | 59.4 | 46 | 48.4 | ||
| Pain duration | ≤3 months | 147 | 53.3 | 45 | 47.4 | 0.32 |
| >3 months | 129 | 46.7 | 50 | 52.6 | ||
Note:
Within the last 30 days before the initial consultation at the pain clinic; DN4 – neuropathic pain diagnostic questionnaire (positive: total score≥4).
Abbreviations: DN4, “Douleur Neuropathique 4”; PMI, pain management index.
Continuous variables and their associations with PMI status (n=371)
| Variables | PMI | Mean | SD | 95% CI | |
|---|---|---|---|---|---|
| Age | Positive | 62.46 | 14.08 | 60.79–64.13 | 0.45 |
| Negative | 61.18 | 15.08 | 58.12–64.24 | ||
| BPI_worst pain | Positive | 7.09 | 2.46 | 6.80–7.39 | <0.001 |
| Negative | 8.15 | 2.81 | 7.58–8.72 | ||
| BPI_least pain | Positive | 2.64 | 1.61 | 2.45–2.83 | <0.001 |
| Negative | 4.03 | 2.21 | 3.58–4.48 | ||
| BPI_average pain | Positive | 4.54 | 1.53 | 4.36–4.72 | <0.001 |
| Negative | 6.05 | 2.41 | 5.56–6.54 | ||
| BPI_pain right now | Positive | 5.02 | 2.42 | 4.73–5.31 | <0.001 |
| Negative | 6.41 | 2.90 | 5.82–7.00 | ||
| BPI_pain relief | Positive | 49.57 | 26.65 | 46.41–52.72 | <0.001 |
| Negative | 30.42 | 31.59 | 23.99–36.86 | ||
| BPI_general activity | Positive | 5.17 | 2.59 | 4.87–5.48 | 0.008 |
| Negative | 5.99 | 2.54 | 5.47–6.51 | ||
| BPI_mood | Positive | 7.53 | 2.43 | 7.24–7.82 | 0.48 |
| Negative | 7.33 | 2.43 | 6.83–7.82 | ||
| BPI_walking | Positive | 5.20 | 2.62 | 4.89–5.51 | 0.12 |
| Negative | 5.67 | 2.42 | 5.18–6.17 | ||
| BPI_work | Positive | 4.45 | 2.92 | 4.09–4.79 | 0.47 |
| Negative | 4.69 | 2.89 | 4.10–5.28 | ||
| BPI_relations | Positive | 2.97 | 1.88 | 2.75–3.20 | 0.87 |
| Negative | 3.01 | 1.90 | 2.62–3.40 | ||
| BPI_sleep | Positive | 4.97 | 1.91 | 4.74–5.19 | 0.23 |
| Negative | 4.69 | 1.92 | 4.30–5.09 | ||
| BPI_enjoyment life | Positive | 7.37 | 2.44 | 7.08–7.66 | 0.37 |
| Negative | 7.63 | 2.37 | 7.15–8.11 | ||
| DN4 score | Positive | 3.88 | 2.49 | 3.59–4.17 | 0.14 |
| Negative | 3.44 | 2.54 | 2.93–3.96 |
Note:
Pain interference with the given variable; DN4 – neuropathic pain diagnostic questionnaire (positive: total score≥4).
Abbreviations: BPI, Brief Pain Inventory; CI, confidence interval; DN4, “Douleur Neuropathique 4”; PMI, pain management index; SD, standard deviation.
Bivariable and multivariable logistic regression results for predictors of negative PMI (n=371)
| Predictors variables | Bivariable analyses
| Multivariable model | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | |||
| Age | 0.99 | 0.98–1.01 | 0.45 | 0.99 | 0.97–1.00 | 0.14 |
| Female sex | 1.59 | 0.99–2.57 | 0.05 | 1.70 | 0.99–2.92 | 0.05 |
| Drug/alcohol abuse | 0.58 | 0.07–5.00 | 0.62 | |||
| Palliative care goal | 0.75 | 0.47–1.20 | 0.23 | |||
| Head/neck metastases | 0.25 | 0.06–1.08 | 0.06 | 0.26 | 0.05–1.32 | 0.10 |
| CNS metastases | 0.47 | 0.13–1.62 | 0.23 | |||
| Radiotherapy in last 30 days | 0.53 | 0.32–0.85 | 0.009 | 0.45 | 0.26–0.79 | 0.006 |
| DN4 positive | 0.74 | 0.46–1.19 | 0.21 | 0.54 | 0.30–0.97 | 0.04 |
| Incident pain | 0.65 | 0.41–1.05 | 0.07 | |||
| No opioids | 8.89 | 4.38–18.04 | <0.001 | |||
| Adjuvants≥1 | 0.64 | 0.40–1.02 | 0.06 | 0.57 | 0.32–0.99 | 0.05 |
| Pain duration>3 months | 1.27 | 0.79–2.02 | 0.32 | |||
| ET_need help>4 | 0.60 | 0.37–0.97 | 0.04 | 0.55 | 0.32–0.96 | 0.03 |
| BPI_interference with walking | 1.08 | 0.98–1.18 | 0.12 | 1.09 | 0.98–1.21 | 0.13 |
| BPI_interference with general activity | 1.14 | 1.03–1.25 | 0.009 | 1.14 | 1.02–1.27 | 0.02 |
| BPI_pain relief | 0.96 | 0.95–0.97 | <0.001 | 0.97 | 0.96–0.98 | <0.001 |
| Intercept | 1.28 | 0.20–8.09 | 0.79 | |||
Notes:
Model’s goodness of fit: Hosmer–Lemeshow chi-square=6.33 (p=0.61).
Model’s discrimination: area under ROC=0.782.
Abbreviations: BPI, Brief Pain Inventory; CI, confidence interval; CNS, central nervous system; DN4, “Douleur Neuropathique 4” (neuropathic pain diagnostic questionnaire); ET, Emotion Thermometer; OR, odds ratio; PMI, pain management index; ROC, receiver operating characteristic curve.