| Literature DB >> 30817797 |
Eero Lindholm1, Magnus Löndahl2, Katarina Fagher2, Jan Apelqvist1, Lars B Dahlin3,4.
Abstract
AIMS: To investigate whether multi-frequency measurement of vibration perception thresholds (VPTs) can identify individuals with a high risk of developing diabetic foot ulcer or neuropathic symptoms.Entities:
Mesh:
Year: 2019 PMID: 30817797 PMCID: PMC6394961 DOI: 10.1371/journal.pone.0212921
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of study subjects.
| T1DM | Controls | |
|---|---|---|
| N (M/F) | 535 (265/270) | 717 (211/506) |
| Age (yrs.) | 47.2±16.1 | 45.2±13.4 |
| Age at Onset (yrs.) | 23.5±14.5 | N/A |
| Duration (yrs.) | 21 [11–34] | N/A |
| BMI (kg/m2) | 25.3±4.0 | 24.8±4.0 |
| HbA1c (mmol/mol) | 62.6±13.3 | N/A |
| Systolic blood pressure (mmHg) | 127.1±16.3 | N/A |
| Diastolic blood pressure (mmHg) | 72.1±9.5 | N/A |
| Foot temperature (°C) | 27.9±5.9 | 27.1±2.4 |
| Current smoking n (%) | 71 (13.3%) | 67 (9.5%) |
| Previous or current smoking n (%) | 207 (38.7%) | 15 (22.2%) |
| Retinopathy n (%) | 406 (76.5%) | N/A |
| Sight threatening retinopathy | 53 (9.9%) | N/A |
| Albuminuria/Macroalbuminuria n (%) | 60 (11.2%) / 22 (4.1%) | N/A |
| Ischemic heart disease n (%) | 41 (7.7%) | N/A |
| Cerebrovascular disease n (%) | 22 (4.1%) | N/A |
| Macrovascular disease total n (%) | 61 (11.4%) | N/A |
| Diabetic foot ulcer n (%) | 31 (5.8%) | N/A |
1p = 0.02
2p = 0.007
3p = 0.045
4p = 4x10-10. Cases vs. controls.
Fig 1Vibration perception thresholds on the metatarsal head 1 in T1DM patients in different age categories.
VPTs at MTH 1 in male vs. female patients.
| Frequency (metatarsal 1) | Male | Female |
|---|---|---|
| 4Hz | 98.20[92.25–108.95] | 94.75[89.63–100.78] |
| 8Hz | 104.43[97.18–119.75] | 101.73[95.75–110.72] |
| 16Hz | 110.93[105.00–127.95] | 108.78 [102.55–117.37] |
| 32Hz | 120.14[112.65–136.50] | 117.15 [111.34–124.75] |
| 64Hz | 128.93[118.02–145.93] | 125.07 [114.93–133.77] |
| 125Hz | 136.08[119.78–150.62] | 129.88 [117.83–142.98] |
ap< 0.0001
bp = 0.001
cp = 0.006, male vs female patients. Values are expressed as decibel (dB).
Fig 2Distribution of VPTs in patients and in controls at 4 Hz and 125 Hz respectively.
Comparison between patients and non-diabetic controls matched for age and gender.
| T1DM | p | Controls | T1DM short duration | Controls | p | |
|---|---|---|---|---|---|---|
| Age (yrs.) | 45.2±14.8 | 0.34 | 45.1±14.1 | |||
| Height (cm) | 173.6±9.7 | 0.59 | 173.8±9.9 | |||
| 4 Hz (dB) | 95.8[90.1–105.5] | <0.0001 | 92.2[88.6–96.9] | 92.9[88.2–98.1] | 91.0[88.4–95.7] | NS |
| 8 Hz (dB) | 102.0[96.5–112.2] | <0.0001 | 98.1[94.4–103.6] | 98.4[94.4–103.6] | 97.8[94.1–101.4] | NS |
| 16 Hz (dB) | 109.1[103.5–119.3] | <0.0001 | 106.4[102.3–111.4] | 105.9[101.2–110.4] | 105.1[101.8–108.9] | NS |
| 32 Hz (dB) | 117.5[111.7–127.9] | <0.0001 | 113.6[109.7–118.6] | 113.6[109.7–117.7] | 111.9[108.4–116.3] | NS |
| 64 Hz (dB) | 125.3[115.5–136.1] | <0.0001 | 121.5[114.6–127.9] | 116.9[111.8–124.6] | 117.5[111.9–125.1] | NS |
| 125 Hz (dB) | 130.5[117.8–145.9] | <0.0001 | 122.7[114.0–134.4] | 120.7[113.2–131.3] | 118.8[111.6–126.8] | 0.008 |
aDuration ≤ 10 yrs. dB = decibel
Fig 3Receiver operating characteristic (ROC) curve of number of VPT frequencies over normal predicting diabetic foot ulcers.
Number of low frequencies (4 or 8 Hz) over normal range: AUC = 0.91[0.84-.096], p = 3.1x10-14. Number of median frequencies (16 or 32 Hz) over normal range: AUC = 0.84[0.77–0.92],p = 1.3x10-10. Number of high frequencies (64 or 125 Hz) over normal range: AUC = 0.83[0.76–0.91], p = 4.0x10-10. Number of all frequencies over normal range: AUC = 0.89[0.83–0.94], p = p = 5.3x10-13.
Frequency of foot ulcer with different combinations of abnormal VPTs.
| No | Yes | |
|---|---|---|
| Six abnormal frequencies | 3 (0.7%) | 28 (22.0%) |
| Abnormal Low frequency | 1 (0.3%) | 30 (16.3%) |
| Abnormal high frequency | 5 (1.3%) | 26 (17.0%) |
Numbers are N (%). p<1x10-10 for all.
Multinomial logistic regression analysis of variables predictive of diabetic foot ulcer.
| Frequency | Variable | OR | p | |
|---|---|---|---|---|
| MT1 | 4 Hz | VPT | 1.17[1.10–1.25] | 0.00004 |
| Microalbuminuria | 4.32[1.77–10.83] | 0.02 | ||
| 8 Hz | VPT | 1.15[1.09–1.22] | 0.0001 | |
| Microalbuminuria | 4.93[1.94–12.53] | 0.01 | ||
| 16 Hz | VPT | 1.10[1.06–1.15] | 0.00007 | |
| Microalbuminuria | 5.67[2.17–14.78] | 0.0001 | ||
| 32 Hz | VPT | 1.10[1.05–1.14] | 0.0004 | |
| Microalbuminuria | 5.15[2.00–13.30] | 0.01 | ||
| 64 Hz | VPT | 1.09[1.05–1.13] | 0.0001 | |
| Microalbuminuria | 5.10[2.06–12.65] | 0.005 | ||
| Macrovascular disease | 3.84[1.53–9.64] | 0.048 | ||
| 125 Hz | VPT | 1.10[1.05–1.15] | 0.002 | |
| Microalbuminuria | 6.21[2.48–15.54] | 0.001 | ||
| Macrovascular disease | 4.74[1.87–11.98] | 0.01 | ||
| MT5 | 4 Hz | VPT | 1.24[1.14–1.35] | 0.000003 |
| Microalbuminuria | 5.54[2.10–41.59] | 0.006 | ||
| 8 Hz | VPT | 1.16[1.09–1.23] | 0.000006 | |
| Microalbuminuria | 6.68[2.58–17.31] | 0.001 | ||
| 16 Hz | VPT | 1.11[1.06–1.15] | 0.00002 | |
| Microalbuminuria | 6.56[2.53–17.01] | 0.001 | ||
| 32 Hz | VPT | 1.09[1.05–1.13] | 0.00007 | |
| Microalbuminuria | 5.60[2.26–13.86] | 0.002 | ||
| Macrovascular disease | 4.44[1.77–11.15] | 0.02 | ||
| 64 Hz | VPT | 1.09[1.05–1.13] | 0.00005 | |
| Microalbuminuria | 4.79[1.92–11.97] | 0.01 | ||
| 125 Hz | VPT | 1.06[1.02–1.09] | 0.01 | |
| Microalbuminuria | 6.17[2.51–15.18] | 0.0009 | ||
| Macrovascular disease | 5.10[2.03–12.83] | 0.006 |
ap-values have multiplied with the number of comparisons (twelve).
Fig 4Vibration perception thresholds on the metatarsal head 1 in T1DM patients according to TCNS symptom score.
Frequency of neuropathic symptoms with three different combinations of abnormal VPTs.
| Six abnormal frequencies | Abnormal low frequency | Abnormal high frequency | |||||||
|---|---|---|---|---|---|---|---|---|---|
| No | Yes | p-value | No | Yes | p-value | No | Yes | p-value | |
| Foot pain (%) | 11.0 | 15.7 | NS | 9.7 | 16.8 | 0.018 | 10.2 | 17.0 | 0.04 |
| Numbness (%) | 16.1 | 17 | NS | 15.0 | 19.0 | NS | 15.1 | 19.5 | NS |
| Tingling (%) | 14.3 | 23.6 | 0.035 | 12.2 | 25.2 | 0.001 | 12.8 | 25.8 | 0.001 |
| Weakness (%) | 4.7 | 15.7 | 0.0004 | 3.5 | 14.6 | 0.00003 | 4.7 | 13.6 | 0.001 |
| Balance/Gait problems (%) | 10.8 | 23.6 | 0.002 | 8.5 | 24.4 | 0.000006 | 10.4 | 22.7 | 0.001 |
| Upper limb symptoms (%) | 10.8 | 23.6 | NS | 13.8 | 22.4 | 0.025 | 14.7 | 21.9 | NS |
1At least six of the 24 frequencies over normal range
2At least one of the 4 Hz or 8 Hz frequencies over normal range
3At least two of the 64 or 125 Hz frequencies over normal range