| Literature DB >> 35126315 |
Jingxuan Lian1, Haijun Wang2, Rongrong Cui3, Chaoxia Zhang4, Jianfang Fu1.
Abstract
Objective: The purpose of this study is to describe the current clinical situation of patients with painful diabetic peripheral neuropathy (DPN) and related anxiety, depression, and the quality of life of patients in mainland China, and to report the current status of the use of analgesics.Entities:
Keywords: GAD-7; NRS; PHQ-9; analgesics; diabetic peripheral neuropathy
Mesh:
Substances:
Year: 2022 PMID: 35126315 PMCID: PMC8813762 DOI: 10.3389/fendo.2021.813210
Source DB: PubMed Journal: Front Endocrinol (Lausanne) ISSN: 1664-2392 Impact factor: 5.555
Clinical and sociodemographic characteristics of patients with diabetic peripheral neuropathy in China.
| Characteristic | All patients | Analgesic drugs: No | Analgesic drugs: Yes | ||
|---|---|---|---|---|---|
| Using | Had | Total | |||
|
| 401 | 221 | 132 | 48 | 180 |
|
| |||||
|
| 236 (58.85) | 136 (61.54) | 69 (52.27) | 31 (64.58) | 100 (55.56) |
|
| 165 (41.15) | 85 (38.46) | 63 (47.73) | 17 (35.42) | 80 (44.44) |
|
| 166.33 (9.87) | 167.32 (8.33) | 164.29 (12.5) | 167.38 (6.77) | 165.11 (11.38) |
|
| 70.04 (15.01) | 71.76 (16.36) | 67.65 (12.09) | 68.46 (11.36) | 68.09 (12.98) |
|
| 25.58 (10.01) | 25.53 (4.97) | 26.09 (16.03) | 24.33 (2.96) | 25.70 (12.93) |
|
| |||||
|
| 9 (0.75) | 7 (3.17) | 2 (1.52) | 0 (0) | 2 (1.11) |
|
| 18 (4.49) | 15 (6.79) | 1 (0.76) | 2 (4.17) | 3 (1.67) |
|
| 52 (12.97) | 43 (19.46) | 6 (4.55) | 3 (6.25) | 9 (5) |
|
| 99 (24.69) | 57 (25.79) | 27 (20.45) | 15 (31.25) | 42 (23.33) |
|
| 125 (31.17) | 58 (26.24) | 54 (40.91) | 13 (27.08) | 67 (37.22) |
|
| 98 (24.44) | 41 (18.55) | 42 (31.82) | 15 (31.25) | 57 (31.67) |
|
| |||||
|
| 122 (30.42) | 103 (46.61) | 11 (8.33) | 8 (16.67) | 19 (10.56) |
|
| 88 (21.95) | 53 (23.98) | 23 (17.42) | 12 (25.00) | 35 (19.44) |
|
| 85 (21.2) | 27 (16.74) | 31 (23.48) | 17 (25.43) | 48 (26.67) |
|
| 57 (14.21) | 17 (7.69) | 33 (25.00) | 7 (14.58) | 40 (22.22) |
|
| 49 (12.22) | 11 (4.98) | 34 (25.76) | 4 (8.33) | 38 (21.11) |
|
| |||||
|
| 201 (50.12) | 161 (72.85) | 27 (20.45) | 13 (27.08) | 40 (22.22) |
|
| 103 (25.69) | 34 (15.38) | 46 (34.85) | 23 (47.92) | 69 (38.33) |
|
| 52 (12.97) | 14 (6.33) | 30 (22.73) | 8 (16.67) | 38 (21.11) |
|
| 45 (11.22) | 12 (5.43) | 29 (21.97) | 4 (8.33) | 33 (18.33) |
|
| |||||
|
| 142 (35.41) | 76 (34.39) | 54 (40.91) | 12 (25.00) | 56 (31.11) |
|
| 129 (32.17) | 61 (26.60) | 50 (37.88) | 18 (37.50) | 68 (37.78) |
|
| 69 (17.21) | 38 (17.19) | 21 (15.91) | 10 (20.83) | 31 (17.22) |
|
| 55 (13.72) | 42 (19.00) | 6 (4.55) | 7 (14.58) | 13 (7.22) |
|
| 6 (1.5) | 4 (1.81) | 1 (0.76) | 1 (2.08) | 2 (1.11) |
|
| |||||
|
| 26 (6.48) | 24 (10.86) | 0 (0) | 0 (0) | 0 (0) |
|
| 217 (54.11) | 125 (56.56) | 65 (49.24) | 29 (60.42) | 94 (52.22) |
|
| 29 (7.23) | 11 (4.98) | 15 (11.36) | 16 (33.33) | 31 (17.22) |
|
| 129 (32.17) | 61 (27.6) | 52 (39.39) | 3 (6.25) | 55 (30.56) |
BMI, body mass index; DM, diabetes mellitus; DPN, Diabetic peripheral neuropathy.
Cronbach α and correlation coefficient of different items on the GAD-7 scale.
| Entry | Cronbach α If item deleted | GAD1 | GAD2 | GAD3 | GAD4 | GAD5 | GAD6 | GAD7 |
|---|---|---|---|---|---|---|---|---|
| GAD1 | 0.839 | 1.000 | 0.565 | 0.532 | 0.496 | 0.472 | 0.483 | 0.566 |
| GAD2 | 0.839 | 0.565 | 1.000 | 0.641 | 0.477 | 0.424 | 0.457 | 0.515 |
| GAD3 | 0.841 | 0.532 | 0.641 | 1.000 | 0.521 | 0.430 | 0.411 | 0.491 |
| GAD4 | 0.849 | 0.496 | 0.477 | 0.521 | 1.000 | 0.490 | 0.378 | 0.433 |
| GAD5 | 0.853 | 0.472 | 0.424 | 0.430 | 0.490 | 1.000 | 0.486 | 0.374 |
| GAD6 | 0.854 | 0.483 | 0.457 | 0.411 | 0.378 | 0.486 | 1.000 | 0.464 |
| GAD7 | 0.849 | 0.566 | 0.515 | 0.491 | 0.433 | 0.374 | 0.464 | 1.000 |
Red means that the correlation coefficient is 0 and green is 1, and the color gradient of red to green means the transition of correlation from 0 to 1.
SF-12 scale Cronbach α and correlation coefficient of different dimensions.
| Dimension | Cronbach α If item deleted | PF | RP | BP | GH | VT | SF | RE | MH |
|---|---|---|---|---|---|---|---|---|---|
|
| 0.869 | 1.000 | 0.693 | 0.584 | 0.687 | 0.757 | 0.733 | 0.302 | 0.666 |
|
| 0.875 | 0.693 | 1.000 | 0.632 | 0.665 | 0.661 | 0.732 | 0.396 | 0.689 |
|
| 0.87 | 0.584 | 0.632 | 1.000 | 0.666 | 0.569 | 0.619 | 0.324 | 0.944 |
|
| 0.87 | 0.687 | 0.665 | 0.666 | 1.000 | 0.634 | 0.699 | 0.355 | 0.759 |
|
| 0.871 | 0.757 | 0.661 | 0.569 | 0.634 | 1.000 | 0.731 | 0.312 | 0.662 |
|
| 0.868 | 0.733 | 0.732 | 0.619 | 0.699 | 0.731 | 1.000 | 0.357 | 0.698 |
|
| 0.934 | 0.302 | 0.396 | 0.324 | 0.355 | 0.312 | 0.357 | 1.000 | 0.345 |
|
| 0.858 | 0.666 | 0.689 | 0.944 | 0.759 | 0.662 | 0.698 | 0.345 | 1.000 |
Red means that the correlation coefficient is 0 and green is 1, and the color gradient of red to green means the transition of correlation from 0 to 1.
PHQ-9 Cronbach α and correlation coefficient of different items.
| Entry | Cronbach αIf item deleted | PHQ1 | PHQ2 | PHQ3 | PHQ4 | PHQ5 | PHQ6 | PHQ7 | PHQ8 | PHQ9 |
|---|---|---|---|---|---|---|---|---|---|---|
|
| 0.862 | 1.000 | 0.610 | 0.542 | 0.617 | 0.473 | 0.465 | 0.470 | 0.498 | 0.435 |
|
| 0.867 | 0.610 | 1.000 | 0.537 | 0.506 | 0.379 | 0.496 | 0.479 | 0.446 | 0.370 |
|
| 0.868 | 0.542 | 0.537 | 1.000 | 0.661 | 0.450 | 0.322 | 0.505 | 0.431 | 0.295 |
|
| 0.858 | 0.617 | 0.506 | 0.661 | 1.000 | 0.578 | 0.427 | 0.533 | 0.557 | 0.393 |
|
| 0.874 | 0.473 | 0.379 | 0.450 | 0.578 | 1.000 | 0.413 | 0.380 | 0.425 | 0.264 |
|
| 0.875 | 0.465 | 0.496 | 0.322 | 0.427 | 0.413 | 1.000 | 0.442 | 0.433 | 0.396 |
|
| 0.870 | 0.470 | 0.479 | 0.505 | 0.533 | 0.380 | 0.442 | 1.000 | 0.522 | 0.320 |
|
| 0.870 | 0.498 | 0.446 | 0.431 | 0.557 | 0.425 | 0.433 | 0.522 | 1.000 | 0.306 |
|
| 0.883 | 0.435 | 0.370 | 0.295 | 0.393 | 0.264 | 0.396 | 0.320 | 0.306 | 1.000 |
Red means that the correlation coefficient is 0 and green is 1, and the color gradient of red to green means the transition of correlation from 0 to 1.
Validity test of GAD-7, PHQ-9 and SF-12.
| Scale | KMO value | Bartlett sphericity test | |
|---|---|---|---|
| Approximate chi-square | Significance | ||
|
| 0.891 | 1106.195 |
|
|
| 0.905 | 1529.923 |
|
|
| 0.881 | 2836.494 |
|
Bold indicates p < 0.05.
Figure 1Different scale scores. (A) NRS scores for each group; (B) MNSI symptom score of each group; (C) PHQ-9 scores for each group; (D) Distribution of PHQ-9 scores in each group; (E) GAD-7 scores for each group; (F) Distribution of GAD-7 scores in each group; (G) SF-12 scores for each group; (H) Distribution of SF-12 scores in eachv group. Data are means ± SEM. ns, no significance. *P < 0.05, **P < 0.01 and ***P < 0.001.
Figure 2The current status of the use of analgesics in each group of patients. (A) Currently commonly used analgesics for DPN patients; (B) Patient satisfaction with analgesics; (C) Patient’s self-reported pain relief after medication; (D) Patients report the economic burden of using analgesics; (E) The ratio of the cost of analgesics to the cost of diabetes treatment; (F) Patient’s self-reporting of the effect of analgesics on the quality of life; (G) The patient’s preference for the considerations of choosing analgesic drugs.
Figure 3Heat map of the correlation between NRS scores and different factors.
Association between NRS and mood measures and SF-12 in DPN patients.
| Clinical Characteristic | β (95% CI) | p-value | Covariate-Adjusted β (95% CI) | Covariate- Adjusted p-value |
|---|---|---|---|---|
|
| 0.068 (0.013,0.122) |
| 0.061 (0.014,0.111) |
|
|
| 0.178 (0.111,0.246) |
| 0.172 (0.110,234) |
|
|
| -0.044 (-0.052, -0.035) |
| -0.047 (-0.049, -0.044) |
|
|
| -0.02 (-0.03, -0.009) |
| -0.018 (-0.028, -0.010) |
|
|
| -0.014 (-0.027, -0.001) |
| -0.012 (-0.022, -0.002) |
|
|
| 0.019 (0.005,0.034) |
| 0.020 (0.006, 0.027) |
|
|
| -0.025 (-0.036, -0.014) |
| -0.030 (-0.041, -0.020) |
|
|
| -0.005 (-0.014,0.004) |
| -0.014 (-0.02, -0.008) |
|
|
| 0.002 (-0.009,0.013) |
| -0.009 (-0.034,0.016) |
|
|
| -0.01 (-0.023,0.003) |
| -0.021 (-0.031,-0.011) |
|
|
| -0.044 (-0.061, -0.026) |
| -0.065 (-0.078, -0.053) |
|
The higher scores for GAD-7 and PHQ-9 are indicative of more negative outcomes, while lower scores for SF-12 measures are indicative of more negative outcomes.
Covariates included in the linear regression included age at sex, BMI at enrollment and complication.
Bold indicates p < 0.05.