| Literature DB >> 36051389 |
Yi-Ju Liau1, Shu-Fan Lin2,3, I-Te Lee2,3,4.
Abstract
Objectives: Diabetic peripheral neuropathic pain (DPNP) is a prevalent chronic complication in patients with diabetes. Using a questionnaire is helpful for DPNP screening in outpatients. In this retrospective cohort, we aimed to examine whether DPNP diagnosed based on scoring questionnaires could predict long-term mortality in outpatients with type 2 diabetes.Entities:
Keywords: DN4; ID pain; diabetes; mortality; neuropathy; painful
Mesh:
Year: 2022 PMID: 36051389 PMCID: PMC9424503 DOI: 10.3389/fendo.2022.969149
Source DB: PubMed Journal: Front Endocrinol (Lausanne) ISSN: 1664-2392 Impact factor: 6.055
The baseline characteristics of all patients, categorized by peripheral neuropathic pain scores.
| All (n = 2318) | ID pain score < 2(n = 1813) | ID pain score ≥ 2(n = 505) | P | DN4 score < 4 (n = 2139) | DN4 score ≥ 4 (n = 179) | P | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (year) | 63.1 | ± 13.2 | 62.4 | ± 13.1 | 65.6 | ± 12.9 | <0.001 | 62.6 | ± 13.1 | 68.7 | ± 13.2 | <0.001 |
| Male, n (%) | 1307 | (56.4%) | 1079 | (59.5%) | 228 | (45.1%) | <0.001 | 1225 | (57.3%) | 82 | (45.8%) | 0.004 |
| Diabetes duration (year) | 10.1 | ± 8.2 | 9.6 | ± 8.0 | 12.0 | ± 8.8 | <0.001 | 9.9 | ± 8.1 | 12.7 | ± 9.2 | <0.001 |
| Currently smoking, n (%) | 236 | (10.2%) | 184 | (10.1%) | 52 | (10.3%) | 0.989 | 221 | (10.3%) | 15 | (8.4%) | 0.483 |
| CAD history, n (%) | 699 | (30.2%) | 518 | (28.6%) | 181 | (35.8%) | 0.002 | 632 | (29.5%) | 67 | (37.4%) | 0.034 |
| Hypertension, n (%) | 1776 | (76.6%) | 1364 | (75.2%) | 412 | (81.6%) | 0.003 | 1622 | (75.8%) | 154 | (86.0%) | 0.003 |
| BMI (kg/m2) | 25.7 | ± 4.1 | 25.7 | ± 4.0 | 25.9 | ± 4.4 | 0.231 | 25.7 | ± 4.0 | 25.9 | ± 4.7 | 0.565 |
| Systolic BP (mmHg) | 130.9 | ± 13.6 | 130.9 | ± 13.5 | 131.2 | ± 14.0 | 0.615 | 130.9 | ± 13.4 | 131.7 | ± 15.7 | 0.443 |
| Diastolic BP (mmHg) | 77.5 | ± 8.9 | 77.4 | ± 8.8 | 77.6 | ± 9.2 | 0.634 | 77.5 | ± 8.7 | 77.8 | ± 10.3 | 0.638 |
| ID pain score | 0.7 | ± 1.2 | 0.2 | ± 0.4 | 2.7 | ± 0.8 | <0.001 | 0.5 | ± 0.9 | 3.2 | ± 0.9 | <0.001 |
| DN4 score | 0.9 | ± 1.4 | 0.3 | ± 0.6 | 3.2 | ± 1.1 | <0.001 | 0.6 | ± 1.0 | 4.5 | ± 0.7 | <0.001 |
| Fasting glucose (mmol/L) | 8.7 | ± 3.6 | 8.6 | ± 3.5 | 8.9 | ± 3.9 | 0.137 | 8.7 | ± 3.6 | 9.0 | ± 3.9 | 0.190 |
| HbA1c (%) | 7.8 | ± 1.7 | 7.8 | ± 1.7 | 8.0 | ± 1.8 | 0.013 | 7.8 | ± 1.7 | 8.2 | ± 1.8 | 0.007 |
| Total cholesterol (mmol/L) | 4.4 | ± 1.0 | 4.4 | ± 1.0 | 4.4 | ± 1.0 | 0.953 | 4.4 | ± 1.0 | 4.4 | ± 0.9 | 0.578 |
| HDL cholesterol (mmol/L) | 1.3 | ± 0.4 | 1.3 | ± 0.4 | 1.3 | ± 0.4 | 0.594 | 1.3 | ± 0.4 | 1.3 | ± 0.4 | 0.156 |
| Triglycerides (mmol/L) | 1.7 | ± 1.7 | 1.7 | ± 1.7 | 1.7 | ± 1.6 | 0.590 | 1.7 | ± 1.6 | 1.7 | ± 2.2 | 0.876 |
| eGFR (mL/min/1.73 m2) | 77.9 | ± 25.2 | 79.4 | ± 24.7 | 72.5 | ± 26.1 | <0.001 | 78.7 | ± 24.8 | 67.8 | ± 26.9 | <0.001 |
| UACR | 173.0 | ± 521.5 | 142.3 | ± 456.0 | 283.2 | ± 698.0 | <0.001 | 154.3 | ± 483.8 | 395.9 | ± 821.2 | <0.001 |
| Antiplatelet drugs, n (%) | 653 | (28.2%) | 476 | (26.3%) | 177 | (35.0%) | <0.001 | 587 | (27.4%) | 66 | (36.9%) | 0.009 |
| Statins, n (%) | 1502 | (64.8%) | 1170 | (64.5%) | 332 | (65.7%) | 0.653 | 1386 | (64.8%) | 116 | (64.8%) | 0.999 |
| Antihypertensive drugs, n (%) | 1480 | (63.8%) | 1116 | (61.6%) | 364 | (72.1%) | <0.001 | 1345 | (62.9%) | 135 | (75.4%) | 0.001 |
| ACE inhibitors or ARBs, n (%) | 1244 | (53.7%) | 927 | (51.1%) | 317 | (62.8%) | <0.001 | 1129 | (52.8%) | 115 | (64.2%) | 0.004 |
| α-Blockers, n (%) | 253 | (10.9%) | 191 | (10.5%) | 62 | (12.3%) | 0.303 | 228 | (10.7%) | 25 | (14.0%) | 0.216 |
| β-Blockers, n (%) | 494 | (21.3%) | 377 | (20.8%) | 117 | (23.2%) | 0.275 | 453 | (21.2%) | 41 | (22.9%) | 0.655 |
| CCBs, n (%) | 140 | (6.0%) | 99 | (5.5%) | 41 | (8.1%) | 0.035 | 126 | (5.9%) | 14 | (7.8%) | 0.380 |
| Diuretics, n (%) | 344 | (14.8%) | 235 | (13.0%) | 109 | (21.6%) | <0.001 | 293 | (13.7%) | 51 | (28.5%) | <0.001 |
| Insulin therapy, n (%) | 607 | (26.2%) | 421 | (23.2%) | 186 | (36.8%) | <0.001 | 537 | (25.1%) | 70 | (39.1%) | <0.001 |
| Oral antihyperglycemic drugs | 2074 | (89.5%) | 1624 | (89.6%) | 450 | (89.1%) | 0.826 | 1914 | (89.5%) | 160 | (89.4%) | 0.999 |
| Insulin secretagogues, n (%) | 1194 | (51.5%) | 937 | (51.7%) | 257 | (50.9%) | 0.792 | 1096 | (51.2%) | 98 | (54.7%) | 0.410 |
| Metformin, n (%) | 1251 | (54.0%) | 1005 | (55.4%) | 246 | (48.7%) | 0.009 | 1168 | (54.6%) | 83 | (46.4%) | 0.041 |
| Thiazolidinediones, n (%) | 494 | (21.3%) | 383 | (21.1%) | 111 | (22.0%) | 0.724 | 449 | (21.0%) | 45 | (25.1%) | 0.227 |
| DPP4 inhibitors, n (%) | 1063 | (45.9%) | 824 | (45.4%) | 239 | (47.3%) | 0.485 | 970 | (45.3%) | 93 | (52.0%) | 0.104 |
| Mortality, n (%) | 312 | (13.5%) | 213 | (11.7%) | 99 | (19.6%) | <0.001 | 266 | (12.4%) | 46 | (25.7%) | <0.001 |
| Incidence of mortality* | 2.3 | 2.0 | 3.5 | <0.001 | 2.1 | 4.8 | <0.001 | |||||
| CV mortality, n (%) | 60 | (2.6%) | 41 | (2.3%) | 19 | (3.8%) | 0.085 | 51 | (2.4%) | 9 | (5.0%) | 0.058 |
| Incidence of CV mortality* | 0.4 | 0.4 | 0.7 | 0.036 | 0.4 | 0.9 | 0.013 | |||||
Continuous data are expressed as the mean ± standard deviation. Categorical data are expressed as numbers (percentages).
*Unit: deaths/100 person-years. Statistical significance was detected using the log rank test.
ACE, angiotensin-converting enzyme; ARBs, angiotensin receptor blockers; BMI, body mass index; BP, blood pressure; CAD, coronary artery disease; CCBs, calcium channel blockers; CV, cardiovascular; DN4, Douleur Neuropathique en 4 questionnaire; DPP4, dipeptidyl peptidase-4; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; HDL, high-density lipoprotein; ID pain, identification pain questionnaire; UACR, urine albumin-creatinine ratio.
Figure 1Flow diagram of the enrollment process for study subjects.
Figure 2Kaplan-Meier curves showing the survival rate between the two patient groups categorized by the baseline ID pain score (ID pain = identification pain questionnaire).
Figure 3Kaplan-Meier curves showing the survival rate between the two patient groups categorized by the baseline DN4 score (DN4 = Douleur Neuropathique en 4 questionnaire).
The number (percentage) and mortality HR (95% CI) of patients with positive symptoms for each question item.
| Pain description | Total(n= 2318) | Survival(n = 2006) | Death(n = 312) | P | HR | 95% CI | P | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID pain score ≥ 2 | 505 | (21.8%) | 406 | (20.2%) | 99 | (31.7%) | <0.001 | 1.777 | (1.400, | 2.255) | <0.001 | |
| ID pain Q1 | Pins and needles | 326 | (14.1%) | 260 | (13.0%) | 66 | (21.2%) | <0.001 | 1.757 | (1.339, | 2.306) | <0.001 |
| ID pain Q2 | Hot or burning | 159 | (6.9%) | 130 | (6.5%) | 29 | (9.3%) | 0.087 | 1.485 | (1.013, | 2.176) | 0.042 |
| ID pain Q3 | Numbness | 817 | (35.2%) | 682 | (34.0%) | 135 | (43.3%) | 0.002 | 1.456 | (1.164, | 1.822) | <0.001 |
| ID pain Q4 | Electric shocks | 293 | (12.6%) | 233 | (11.6%) | 60 | (19.2%) | <0.001 | 1.743 | (1.315, | 2.309) | <0.001 |
| ID pain Q5 | Worse with the touch of clothing or bed sheets | 100 | (4.3%) | 78 | (3.9%) | 22 | (7.1%) | 0.016 | 1.810 | (1.174, | 2.793) | 0.007 |
| ID pain Q6* | Limited to joints | 8 | (0.3%) | 8 | (0.4%) | 0 | (0.0%) | 0.608 | -† | |||
| DN4 score ≥ 4 | 179 | (7.7%) | 133 | (6.6%) | 46 | (14.7%) | <0.001 | 2.344 | (1.714, | 3.205) | <0.001 | |
| DN4 Q1 | Burning | 159 | (6.9%) | 130 | (6.5%) | 29 | (9.3%) | 0.087 | 1.486 | (1.014, | 2.178) | 0.042 |
| DN4 Q2* | Painful cold | 37 | (1.6%) | 29 | (1.4%) | 8 | (2.6%) | 0.145 | 1.692 | (0.838, | 3.414) | 0.142 |
| DN4 Q3 | Electric shocks | 295 | (12.7%) | 235 | (11.7%) | 60 | (19.2%) | <0.001 | 1.728 | (1.304, | 2.290) | <0.001 |
| DN4 Q4* | Tingling | 18 | (0.8%) | 16 | (0.8%) | 2 | (0.6%) | 0.999 | 0.878 | (0.219, | 3.528) | 0.855 |
| DN4 Q5 | Pins and needles | 307 | (13.2%) | 243 | (12.1%) | 64 | (20.5%) | <0.001 | 1.811 | (1.376, | 2.384) | <0.001 |
| DN4 Q6 | Numbness | 816 | (35.2%) | 681 | (33.9%) | 135 | (43.3%) | 0.002 | 1.459 | (1.166, | 1.826) | <0.001 |
| DN4 Q7 | Itching | 150 | (6.5%) | 119 | (5.9%) | 31 | (9.9%) | 0.011 | 1.735 | (1.197, | 2.515) | 0.004 |
| DN4 Q8 | Hypoesthesia to touch | 44 | (1.9%) | 33 | (1.6%) | 11 | (3.5%) | 0.041 | 2.000 | (1.095, | 3.653) | 0.024 |
| DN4 Q9 | Hypoesthesia to pinprick | 264 | (11.4%) | 180 | (9.0%) | 84 | (26.9%) | <0.001 | 3.213 | (2.501, | 4.126) | <0.001 |
| DN4 Q10 | Brushing | 90 | (3.9%) | 66 | (3.3%) | 24 | (7.7%) | <0.001 | 2.261 | (1.491, | 3.428) | <0.001 |
*P value detected using Fisher’s test. †There was no mortality in the patients with a positive answer to ID pain Q6.
CI, confidence interval; DN4, Douleur Neuropathique en 4 questionnaire; HR, hazard ratio for mortality using univariable Cox regression model; ID pain, identification pain questionnaire.
Cox proportional hazard regression models for the association between DPNP and mortality.
| Model 1 | Model 2 | Model 3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HR | 95% | CI | P | HR | 95% | CI | P | HR | 95% | CI | P | |
| Screening by ID pain score | ||||||||||||
| ID pain score < 2 (reference) | 1.000 | 1.000 | 1.000 | |||||||||
| DPNP based on ID pain score ≥ 2 | 1.684 | (1.324, | 2.143) | <0.001 | 1.490 | (1.167, | 1.902) | 0.001 | 1.394 | (1.090, | 1.782) | 0.008 |
| Screening by DN4 score | ||||||||||||
| DN4 score < 4 (reference) | 1.000 | 1.000 | 1.000 | |||||||||
| DPNP based on DN4 score ≥ 4 | 1.996 | (1.457, | 2.736) | <0.001 | 1.692 | (1.230, | 2.329) | 0.001 | 1.668 | (1.211, | 2.297) | 0.002 |
| Screening by ID pain and DN4 scores | ||||||||||||
| No neuropathic pain | 1.000 | 1.000 | 1.000 | |||||||||
| DPNP by either the ID pain or DN4 | 1.511 | (1.131, | 2.020) | 0.005 | 1.365 | (1.018, | 1.829) | 0.038 | 1.273 | (0.949, | 1.709) | 0.107 |
| DPNP by both ID pain and DN4 | 2.122 | (1.524, | 2.954) | <0.001 | 1.787 | (1.278, | 2.498) | <0.001 | 1.713 | (1.223, | 2.398) | 0.002 |
Model 1: adjusted for age and sex.
Model 2: adjusted for age, sex, hypertension, CAD history, diabetes duration, HbA1c, HDL cholesterol, CKD, and UACR.
Model 3: adjusted for age, sex, hypertension, CAD history, diabetes duration, HbA1c, HDL cholesterol, CKD, UACR, and uses of antiplatelet drugs, antihypertensive drugs, insulin, and metformin.
CAD, coronary artery disease; CKD, chronic kidney disease; CI, confidence interval; DN4, Douleur Neuropathique en 4 questionnaire; DPNP, diabetic peripheral neuropathic pain; HbA1c, hemoglobin A1c; HDL, high-density lipoprotein; HR, hazard ratio; ID pain, identification pain questionnaire; UACR, urine albumin-creatinine ratio.
Prediction of mortality by DPNP using different questionnaire criteria.
| ROC curve analysis | Sensitivity | Specificity | PPV | NPV | ||
|---|---|---|---|---|---|---|
| AUC (95%CI) | P | |||||
| DPNP by both ID pain and DN4 | 0.584 (0.508, 0.588) | 0.014 | 17.0% | 92.6% | 25.1% | 88.4% |
| DPNP by either ID pain or DN4 alone | 0.534 (0.496, 0.572) | 0.068 | 21.9% | 84.9% | 17.3% | 88.4% |
AUC, area under the curve; DN4, Douleur Neuropathique en 4 questionnaire; DPNP, diabetic peripheral neuropathic pain; ID pain, identification pain questionnaire; NPV, negative predictive value; PPV, positive predictive value; ROC, receiver operating characteristic.
Figure 4Kaplan-Meier curves showing the survival rate among the three groups categorized by the DPNP diagnosis. (DN4, Douleur Neuropathique en 4 questionnaire; DPNP, diabetic peripheral neuropathic pain; ID pain, identification pain questionnaire).