| Literature DB >> 31560176 |
Mohammad Khoshnoodi1, Shaun Truelove2, Michael Polydefkis1.
Abstract
OBJECTIVE: To assess the effect of diabetes type on the long-term rate and extent of epidermal nerve regeneration.Entities:
Year: 2019 PMID: 31560176 PMCID: PMC6801164 DOI: 10.1002/acn3.50904
Source DB: PubMed Journal: Ann Clin Transl Neurol ISSN: 2328-9503 Impact factor: 4.511
Demographic and electrophysiologic features of study subjects.
| Type 1 | Type 2 | Controls |
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|---|---|---|---|---|---|---|
| Type 1 vs. Type 2 | Type 1 vs. Controls | Type 2 vs. Controls | ||||
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| Age (mean (sd)) | 35.5 (14.3) | 53.5 (10.2) | 39.8 (11.2) | <0.001 | 0.5 | 0.001 |
| Gender, male (%) | 4 (36.4%) | 11 (30.6%) | 2 (20.0%) | 1 | 0.7 | 0.8 |
| BMI, mean (SD) | 26.5 (5.3) | 32.9 (7.1) | 30.1 (6.9) | 0.008 | 0.2 | 0.3 |
| Height, mean (SD) | 1.7 (0.08) | 1.7 (0.1) | 1.6 (0.07) | 0.7 | 0.1 | 0.2 |
| Weight, mean (SD) | 76.5 (12.2) | 94.2 (19.8) | 93.8 (21.4) | 0.008 | 0.06 | 1.0 |
| Diabetes Duration (years, mean, SD) | 14.0 (10.0) | 4.9 (5.8) | – | <0.001 | – | – |
| IENFD Baseline | 17.7 (8.9) | 19.7 (7.7) | 17.3 (5.2) | 0.5 | 0.2 | 0.3 |
| Sural SNAP baseline L, mean (SD) | 17.0 (8.1) | 16.9 (8.3) | – | 1.0 | – | – |
| Sural SNAP baseline R, mean (SD) | 20.0 (13.5) | 17.3 (8.4) | – | 0.4 | – | – |
| HbA1c, 0 days, mean (SD) | 6.8 (0.9) | 7.0 (0.7) | – | 0.4 | – | – |
| HbA1c, 90 days, mean (SD) | 6.9 (1.0) | 6.7 (0.9) | – | 0.6 | – | – |
| HbA1c, 210 days, mean (SD) | 6.9 (1.0) | 6.7 (0.9) | – | 0.8 | – | – |
| Hypercholesterolemia (%) | 2 (18%) | 16 (44%) | – | 0.2 | – | – |
Assessed through chi‐square and regular ANOVA tests.
Height and weight were only available for 5 of 10 controls; sural SNAP, HbA1c, and cholesterol measurements were not available for any controls (n = 0).
IENFD: intraepidermal nerve fiber density, taken at the proximal thigh through skin punch biopsy.
SNAP: sensory nerve action potential.
180‐days small fiber peripheral nerve regeneration.
| Type 1 ( | Type 2 ( | Controls ( |
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| Type 1 vs. Type 2 | Type 1 vs. Controls | Type 2 vs. Controls | ||||
| IENFD Baseline | 17.7 (8.9) | 19.7 (7.7) | 17.3 (5.2) | 0.5 | 0.2 | 0.3 |
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| Return of IENFD @ 180 days | 12.4 (5.2) | 10.9 (5.5) | 19.5 (7.1) | 0.4 | 0.02 | <0.001 |
| Difference from baseline | −5.2 (4.6) | −8.6 (5.3) | −2.7 (5.7) | 0.06 | 0.3 | 0.003 |
| Percent of Baseline | 76% (14%) | 58% (21%) | 91% (25%) | 0.01 | 0.1 | <0.001 |
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| Density regeneration per day | 0.07 (0.03) | 0.06 (0.03) | 0.11 (0.04) | 0.4 | 0.02 | <0.001 |
| Percent of baseline per day | 0.4% (0.08%) | 0.3% (0.12%) | 0.5% (0.14%) | 0.01 | 0.1 | <0.001 |
Assessed through chi‐square and regular ANOVA tests.
IENFD: intraepidermal nerve fiber density, taken at the proximal thigh through skin punch biopsy.
Calculated from regeneration total after 180 days.
Figure 1Individual data for nerve regeneration in healthy control and diabetic patients. Each line represents the intraepidermal nerve fiber density (IENFD) measurements from the proximal thigh for each subject followed over time, from 0 to 180 days post‐chemical axotomy. “B” indicates the IENFD at baseline, prior to denervation. IENFD returned to normal among healthy controls after 180 days of follow‐up but remained below baseline levels in diabetic patients.
Figure 2Percent of baseline IENFD regenerated after 180 days in healthy control and diabetic patients. Controls regenerate higher percentages of baseline fiber densities than both type 1 (nonsignificant) and type 2 diabetic patients, and type 1 patients regenerate to significantly higher percentages than type 2 patients (Table 2). Boxed region represent the precent of baseline IENFD regenrated and bars represent standard error.
Figure 3Fitted absolute intraepidermal nerve fiber density (IENFD) and percent of baseline IENFD regeneration trajectories of intraepidermal axons after chemical axotomy over 180 days in patients with diabetes types 1 and 2, and healthy controls, controlling for baseline IENFD, age, and BMI. Lines and 95% confidence bounds represent the estimated trajectories for IENFD regeneration following chemical axotomy, estimated from the longitudinal mixed effects model, with baseline IENFD = 19 fibers/mm, age = 52 years, and BMI = 29.7 (study subject median values). Points represent estimated values for study individuals, re‐estimated assuming these values for baseline IENFD, age, and BMI, but incorporating individual regeneration rates and variability. Even when controlling for baseline IENFD, age, and BMI individuals with diabetes type 2 continue to regenerate slower, to a lower absolute level, and to a lower percent of baseline. An individual without diabetes will regenerate to nearly 100% in 180 days, the same individual with diabetes type 1 or type 2 will reach much lower levels (bottom panel). Additionally, this individual without diabetes continues regenerating throughout the 6‐month interval and after. However, with diabetes (maroon and orange lines), regeneration rate slows at a greater rate, plateauing prior to day 180.
Regeneration rate coefficients from multivariable mixed effects model.
| Regeneration Rate (per day) | Regeneration Acceleration (per day2) | |||||
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| Mean | 95% CI |
| Mean | 95% CI |
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| Controls | 0.165 | (0.118–0.212) | <0.001 | −0.0004 | (−0.00066 to −0.00013) | 0.005 |
| Type 1 | 0.158 | (0.107–0.209) | <0.001 | −0.0005 | (−0.0008 to −0.00021) | 0.001 |
| Type 2 | 0.121 | (0.096–0.146) | <0.001 | –0.0003 | (−0.00049 to −0.00021) | <0.001 |
| Baseline IENFD | 0.008 | (0.006–0.011) | <0.001 | −0.00003 | (−0.00004 to −0.00001) | <0.001 |
| BMI (kg/m2) | 0 | (−0.003–0.003) | 0.97 | 0 | (−0.00002–0.00002) | 0.93 |
| Age (years) | −0.001 | (−0.003–0) | 0.05 | 0.00001 | (0–0.00002) | 0.262 |
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| Controls | 0.86% | (0.6339–1.0895%) | <0.001 | −0.000021% | (−0.003329 to −0.000784%) | 0.002 |
| Type 1 | 0.74% | (0.4892–0.993%) | <0.001 | −0.000020% | (−0.003417 to −0.00058%) | 0.007 |
| Type 2 | 0.62% | (0.4971–0.7423%) | <0.001 | −0.000017% | (−0.00238 to −0.000996%) | <0.001 |
| Baseline IENFD | 0.01% | (−0.0058–0.0178%) | 0.33 | −0.000001% | (−0.000123–0.000011%) | 0.106 |
| BMI (kg/m2) | 0.00% | (−0.0149–0.0134%) | 0.92 | 0% | (−0.000081–0.000078%) | 0.963 |
| Age (years) | –0.01% | (−0.0168 to −0.0002%) | 0.05 | 0% | (−0.000003–0.000091%) | 0.072 |
These regeneration rates were estimated using a mixed effect linear regression model, with a random effect for study participant across repeated measures. The model included variables for day of measurement and a quadratic term for day (i.e., day2) to account for declining rates over time. Covariates were included as interactions with day/day2 variables to account for rates among study participant type (control, type 1, and type 2 diabetes) and effects on rates by baseline IENFD, BMI, and age. Both controls and type 1 diabetic subjects regenerated significantly faster than type 2 diabetic subjects. While controlling for other variables, increased baseline IENFD was associated with increased absolute regeneration rate, age was associated with decreased regeneration rate and BMI had no effect on regeneration rate, neither absolute nor percent of baseline.
Regeneration rate accounts for the effect of each coefficient on the number of fibers regenerated per day, while regeneration acceleration is captured by the quadratic term (day^2) and accounts for the effect of each variable on the deceleration of regeneration (the leveling off).
Rate of regeneration at 0, 30, 60, 90, and 180 days post chemical‐axotomy.
| Regeneration Rate | Controls | Type 1 | Type 2 |
|---|---|---|---|
| ( | ( | ( | |
| Density per day (fibers/mm/day) | |||
| 0 days post‐axotomy | 0.165 | 0.157 | 0.12 |
| 30 days post‐axotomy | 0.141 | 0.127 | 0.099 |
| 60 days post‐axotomy | 0.117 | 0.096 | 0.078 |
| 90 days post‐axotomy | 0.093 | 0.066 | 0.057 |
| 180 days post‐axotomy | 0.022 | −0.025 | −0.006 |
| Percent of baseline per day | |||
| 0 days post‐axotomy | 0.86% | 0.74% | 0.62% |
| 30 days post‐axotomy | 0.74% | 0.62% | 0.52% |
| 60 days post‐axotomy | 0.61% | 0.50% | 0.42% |
| 90 days post‐axotomy | 0.49% | 0.38% | 0.31% |
| 180 days post‐axotomy | 0.12% | 0.02% | 0.01% |
Rates were estimated from longitudinal data using a linear mixed effects model, with random effect for study subject and controlling for baseline density, body mass index (BMI), and age. These regeneration rates assume a baseline density of 19 fibers/mm, BMI of 29.7, and age of 52 years (study medians).