| Literature DB >> 33943028 |
Jinya Huang1, Rumei Li1, Naijia Liu1, Na Yi1, Hangping Zheng1, Qi Zhang1, Lianying Zhou2, Linuo Zhou1, Renming Hu1, Bin Lu1.
Abstract
AIMS/Entities:
Keywords: Diabetic peripheral neuropathy; Liver fibrosis; Liver steatosis
Mesh:
Substances:
Year: 2021 PMID: 33943028 PMCID: PMC8565423 DOI: 10.1111/jdi.13562
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Basic clinical characteristics of whole population
| Characteristics | Overall ( |
|---|---|
| Sex (male), | 227 (43.6%) |
| Age (years) | 64.82 ± 6.51 |
| Weight (kg) | 64.66 ± 10.09 |
| Height (m) | 1.62 ± 0.08 |
| BMI (kg/m2) | 24.47 ± 3.03 |
| WHR | 0.91 ± 0.06 |
| Duration of T2DM (years) | 8.21 ± 5.59 |
| HbA1c (%) | 7.01 ± 1.20 |
| FBG (mmol/L) | 7.39 ± 2.16 |
| Fasting insulin (pmol/L) | 16.60 (8.89–26.57) |
| Fasting C‐peptide (pg/mL) | 155.41 (66.79–247.13) |
| HOMA‐IR | 0.74 (0.41–1.24) |
| Systolic pressure (mmHg) | 130 ± 9 |
| Diastolic pressure (mmHg) | 80 ± 6 |
| LDL (mmol/L) | 2.36 ± 1.00 |
| HDL (mmol/L) | 1.01 ± 0.40 |
| TC (mmol/L) | 4.30 ± 1.29 |
| TG (mmol/L) | 1.60 (1.05–2.36) |
| ALT (U/L) | 9 (7–12) |
| AST (U/L) | 16 (11.25–20) |
| GGT (U/L) | 19.5 (13–28) |
| Creatinine (µmol/L) | 65.76 ± 21.50 |
| Urea (mmol/L) | 5.34 ± 1.55 |
| Uric acid (µmol/L) | 284.30 ± 90.62 |
| hsCRP (ng/mL) | 3.25 (1.43–6.76) |
| TNF‐α (pg/mL) | 33.85 (18.93–98.01) |
| IL‐6 (pg/mL) | 10.63 (6.39–18.94) |
| LSM | 5.95 (4.70–8.20) |
| CAP | 259.71 ± 41.63 |
Cohort size, n = 520. Continuous variables are expressed as the mean ± standard deviation for normal distributed variables, and the median (interquartile range) for skewed distributed data or as absolute and relative frequencies for categorical variables. ALT, alanine aminotransferase; AST, aspartate aminotransferase; BMI, body mass index; CAP, fat attenuation parameter; FBG, fasting blood glucose; GGT, gamma‐glutamyl transferase; HbA1c, glycated hemoglobin; HDL, high‐density lipoprotein; HOMA‐IR, homeostatic model assessment of insulin resistance; hsCRP, high‐sensitivity C‐reactive protein; IL‐6, interleukin‐6; LDL, low‐density lipoprotein; LSM, liver stiffness measurement; T2DM, type 2 diabetes mellitus; TC, total cholesterol; TG, triglyceride; TNF‐α, tumor necrosis factor‐α; WHR, waist‐to‐hip ratio.
Figure 1Prevalence of non‐alcoholic fatty liver disease and diabetic peripheral neuropathy (DPN) in type 2 diabetes mellitus patients. Cohort number: 520 type 2 diabetes mellitus patients; liver steatosis: controlled attenuation parameter ≥240 dB/m; liver fibrosis: liver stiffness measurement ≥9.5Kpa. Dysfunction of at least two nerves, among which at least one belonged to lower extremities nerves, was deemed as DPN.
Basic clinical characteristics of population stratified by fat attenuation parameter, liver stiffness measurement and diabetic peripheral neuropathy
| Characteristics | CAP <240 dB/m | CAP ≥240 dB/m |
| LSM <9.5 kPa | LSM ≥9.5 kPa |
| Non‐DPN | DPN |
|
|---|---|---|---|---|---|---|---|---|---|
| Sex (M), | 86 (45%) | 140 (42.6%) | 0.58 | 198 (46.5%) | 28 (29.8%) | 0.004* | 86 (34.1%) | 144 (52.4%) |
|
| Age (years) | 65.66 ± 6.58 | 65.12 ± 5.99 | 0.34 | 65.21 ± 6.36 | 65.80 ± 5.52 | 0.41 | 64.62 ± 6.22 | 65.94 ± 6.14 |
|
| Weight (kg) | 59.28 ± 8.77 | 67.69 ± 9.39 | <0.001* | 64.27 ± 9.97 | 66.57 ± 10.07 | 0.03* | 62.82 ± 9.80 | 65.72 ± 10.16 |
|
| Height (m) | 1.62 ± 0.08 | 1.63 ± 0.08 | 0.20 | 1.63 ± 0.08 | 1.60 ± 0.07 | 0.002* | 1.61 ± 0.08 | 1.63 ± 0.07 |
|
| BMI (kg/m2) | 22.48 ± 2.39 | 25.56 ± 2.86 | <0.001* | 24.02 ± 2.81 | 26.24 ± 3.58 | <0.001* | 24.08 ± 2.92 | 24.75 ± 3.23 |
|
| WHR | 0.89 ± 0.06 | 0.92 ± 0.05 | <0.001* | 0.90 ± 0.05 | 0.93 ± 0.06 | <0.001* | 0.91 ± 0.05 | 0.91 ± 0.06 | 0.18 |
| Duration of T2DM (years) | 9.33 ± 6.24 | 7.67 ± 5.16 | <0.001* | 8.27 ± 5.65 | 8.18 ± 5.44 | 0.89 | 7.38 ± 5.29 | 9.10 ± 5.53 |
|
| HbA1c (%) | 6.87 ± 1.32 | 7.06 ± 1.06 | 0.09 | 6.93 ± 1.16 | 7.27 ± 1.15 | 0.01* | 6.79 ± 0.95 | 7.20 ± 1.37 |
|
| FBG (mmol/L) | 7.20 ± 1.93 | 7.41 ± 2.14 | 0.28 | 7.25 ± 2.00 | 7.71 ± 2.32 | 0.06 | 7.10 ± 1.65 | 7.62 ± 2.53 |
|
| Fasting insulin (pmol/L) | 13.60 (7.83–22.88) | 18.64 (11.00–28.88) | <0.001* | 16.17 (8.61–24.83) | 21.29 (12.26–34.33) | <0.001* | 18.23 (10.24–27.04) | 15.53 (8.46–26.46) | 0.17 |
| Fasting C‐peptide (pg/mL) | 135.63 (54.28–204.49) | 171.36 (75.21–301.89) | <0.001* | 147.90 (57.05–230.00) | 225.04 (112.47–430.92) | <0.001* | 173.17 (82.17–256.78) | 142.02 (57.61–258.52) | 0.14 |
| HOMA‐IR | 0.60 (0.33–1.02) | 0.85 (0.48–1.40) | <0.001* | 0.71 (0.39–1.16) | 1.04 (0.66–1.70) | <0.001* | 0.84 (0.41–1.22) | 0.72 (0.42–1.26) | 0.59 |
| Systolic pressure (mmHg) | 128 ± 10 | 131 ± 7 | <0.001* | 130 ± 9 | 133 ± 8 | 0.001* | 129 ± 8 | 132 ± 9 |
|
| Diastolic pressure (mmHg) | 79 ± 5 | 81 ± 5 | <0.001* | 80 ± 5 | 82 ± 5 | 0.001* | 80 ± 5 | 81 ± 5 |
|
| LDL (mmol/L) | 2.29 ± 1.00 | 2.39 ± 1.02 | 0.29 | 2.37 ± 1.01 | 2.28 ± 1.01 | 0.47 | 2.41 ± 1.06 | 2.31 ± 0.96 | 0.25 |
| HDL (mmol/L) | 1.04 ± 0.46 | 0.94 ± 0.35 | 0.01* | 1.00 ± 0.41 | 0.88 ± 0.34 | 0.006* | 0.97 ± 0.40 | 0.98 ± 0.38 | 0.76 |
| TC (mmol/L) | 4.09 ± 1.29 | 4.35 ± 1.36 | 0.04* | 4.25 ± 1.35 | 4.25 ± 1.33 | 0.99 | 4.32 ± 1.37 | 4.20 ± 1.30 | 0.36 |
| TG (mmol/L) | 1.25 (0.91–2.01) | 1.78 (1.19–2.61) | <0.001* | 1.56 (1.02–2.29) | 1.82 (1.27–2.87) | 0.002* | 1.69 (1.09–2.44) | 1.49 (1.01–2.30) | 0.16 |
| ALT (U/L) | 8.00 (6.00–10.00) | 9.00 (7.00–13.00) | <0.001* | 9.00 (7.00–11.00) | 11.00 (8.00–15.00) | <0.001* | 9.00 (7.00–11.00) | 9.00 (7.00–12.00) | 0.52 |
| AST (U/L) | 15.00 (11.00–18.00) | 17.00 (12.00–22.00) | <0.001* | 15.00 (11.00–19.00) | 17.50 (11.25–24.00) | 0.03* | 16.00 (11.00–20.00) | 15.50 (12.00–20.00) | 0.96 |
| GGT (U/L) | 17.00 (11.75–22.00) | 22.00 (15.00–32.00) | <0.001* | 19.00 (12.00–27.00) | 23.00 (15.00–38.75) | 0.006* | 19.00 (13.00–26.50) | 20.00 (13.00–29.00) | 0.49 |
| Creatinine (μmol/L) | 64.63 ± 20.76 | 64.80 ± 20.85 | 0.93 | 65.06 ± 20.45 | 63.30 ± 22.33 | 0.47 | 63.20 ± 21.0 | 66.57 ± 20.7 | 0.08 |
| Urea (mmol/L) | 5.42 ± 1.64 | 5.30 ± 1.53 | 0.43 | 5.34 ± 1.60 | 5.38 ± 1.41 | 0.82 | 5.39 ± 1.62 | 5.33 ± 1.51 | 0.67 |
| Uric acid (µmol/L) | 258.93 ± 84.21 | 296.80 ± 94.23 | <0.001* | 279.19 ± 91.23 | 297.76 ± 96.28 | 0.09 | 283.8 ± 88.5 | 282.6 ± 95.5 | 0.89 |
| hsCRP (ng/mL) | 1.95 (0.82–4.41) | 4.14 (1.97–7.52) | <0.001* | 2.97 (1.29–6.03) | 4.56 (2.14–8.26) | 0.003* | 3.29 (1.59–7.08) | 3.20 (0.96–6.04) | 0.12 |
| TNF‐α (pg/mL) | 35.50 (19.96–123.52) | 31.86 (18.85–89.96) | 0.14 | 33.74 (19.46–96.17) | 33.95 (18.83–111.96) | 0.94 | 35.50 (20.36–116.22) | 32.12 (18.82–73.21) | 0.21 |
| IL‐6 (pg/mL) | 10.77 (6.34–20.46) | 10.63 (6.46–18.36) | 0.72 | 10.72 (6.22–18.98) | 10.51 (6.88–18.53) | 0.39 | 9.42 (5.75–22.31) | 10.47 (6.40–17.77) | 0.92 |
| LSM | 5.30 (4.33–6.90) | 6.60 (5.00–9.40) | <0.001* | 5.50 (4.50–6.90) | 12.30 (10.90–14.40) | <0.001* | 5.80 (4.70–7.70) | 6.25 (4.80–8.58) | 0.09 |
| CAP | 217.85 ± 16.94 | 283.94 ± 32.92 | <0.001* | 252.24 ± 39.46 | 292.32 ± 40.50 | <0.001* | 259.18 ± 43.61 | 259.79 ± 41.57 | 0.87 |
Cohort size, n = 520. Continuous variables are expressed as the mean ± standard deviation for normal distributed variables, and the median (interquartile range) for skewed distributed data or as absolute and relative frequencies for categorical variables. P‐values represent results of comparisons between two groups with the χ2‐test (for categorical variables), the unpaired Student's t‐test and the Mann–Whitney test (for normally and not normally distributed continuous variables). *Statistically significant P‐values. ALT, alanine aminotransferase; AST, aspartate aminotransferase; BMI, body mass index; CAP, fat attenuation parameter; FBG, fasting blood glucose; GGT, gamma‐glutamyl transferase; HbA1c, glycated hemoglobin; HDL, high density lipoprotein; HOMA‐IR, homeostatic model assessment of insulin resistance; hsCRP, high‐sensitivity C‐reactive protein; IL‐6, interleukin‐6; LDL, low density lipoprotein; LSM, liver stiffness measurement; T2DM, type 2 diabetes mellitus; TC, total cholesterol; TG, triglyceride; TNF‐α, tumor necrosis factor‐α; WHR, waist‐to‐hip ratio.
Figure 2Prevalence of diabetic peripheral neuropathy (DPN) stratified by liver stiffness measurement (LSM) and controlled attenuation parameter (CAP). Cohort number: 520 type 2 diabetes mellitus patients. Patients were grouped by cut‐off values of (a) LSM and (c) CAP. Patients were grouped by quartile values of (b) LSM and (d) CAP. Dysfunction of at least two nerves, among which at least one belonged to lower extremities nerves, was deemed as DPN.
Logistic regression analyses‐association between liver steatosis or fibrosis with the presence of diabetic peripheral neuropathy in type 2 diabetes mellitus patients
| Liver steatosis | Liver fibrosis | |||
|---|---|---|---|---|
| OR (95% CI) |
| OR (95% CI) |
| |
| Mode 1 | 1.48 (1.04–2.11) | 0.03* | 1.60 (1.02–2.51) | 0.04* |
| Mode 2 | 1.63 (1.13–2.36) | 0.01* | 1.95 (1.21–3.12) | 0.006* |
| Mode 3 | 1.40 (0.92–2.14) | 0.12 | 1.75 (1.07–2.88) | 0.03* |
| Mode 4 | 1.47 (0.88–2.47) | 0.15 | 2.26 (1.22–4.18) | 0.01* |
| Mode 5 | 1.59 (0.94–2.69) | 0.09 | 2.41 (1.29–4.50) | 0.006* |
| Mode 6 | 1.59 (0.91–2.77) | 0.10 | 2.34 (1.23–4.46) | 0.01* |
| Mode 7 | 1.56 (0.89–2.74) | 0.12 | 2.18 (1.13–4.22) | 0.02* |
| Mode 8 | 1.78 (0.97–3.25) | 0.06 | 2.24 (1.11–4.53) | 0.02* |
*Statistically significant P‐values. Mode 1: liver steatosis or fibrosis per se; mode 2: on the basis of mode 1, adjusting age and sex; mode 3: on the basis of mode 2, adjusting weight, height, body mass index and waist‐to‐hip ratio; mode 4: on the basis of mode 3, adjusting duration of type 2 diabetes mellitus, glycated hemoglobin , fasting blood glucose, fasting insulin, fasting c peptide and homeostatic model assessment of insulin resistance; mode 5: on the basis of mode 4, adjusting low‐density lipoprotein, high‐density lipoprotein, triglyceride and total cholesterol; mode 6: on the basis of mode 5, adjusting alanine aminotransferase, aspartate aminotransferase, gamma‐glutamyl transferase, urea, uric acid and creatinine; mode 7: on the basis of mode 6, adjusting systolic and diastolic blood pressure; mode 8: on the basis of mode 7, adjusting inflammatory factors including high‐sensitivity C‐reactive protein, tumor necrosis factor‐α and interleukin‐6.