| Literature DB >> 33167536 |
Sho Osonoi1,2, Hiroki Mizukami1, Chieko Itabashi1, Kanichiro Wada3, Kazuhiro Kudoh1, Akiko Igawa4, Saori Ogasawara1, Yasuyuki Ishibashi3, Makoto Daimon2, Soroku Yagihashi1, Shigeyuki Nakaji5.
Abstract
Normal-high HbA1c levels are a risk factor for attenuated pain sensation in normoglycemic subjects. It is unclear, however, what mechanisms underlie the pathogenesis of attenuated pain sensation in such a population. We, therefore, explored the relationship between oxidative stress (OS) and pain sensation in a rural Japanese population. A population-based study of 894 individuals (average age 53.8 ± 0.5 years) and 55 subjects with impaired fasting glucose (IFG) were enrolled in this study. Individuals with diabetes were excluded. Relationships between pain threshold induced by intraepidermal electrical stimulation (PINT) and clinico-hematological parameters associated with OS were evaluated. Univariate linear regression analyses revealed age, BMI, HbA1c, the OS biomarker urine 8-hydroxy-2'-deoxyguanosine (8-OHdG), systolic blood pressure, and decreased Achilles tendon reflex on the PINT scores. Adjustments for age, gender, and multiple clinical measures confirmed a positive correlation between PINT scores and urine 8-OHdG (β = 0.09, p < 0.01). Urine 8-OHdG correlated positively with higher HbA1c levels and age in the normoglycemic population. Unlike in the normoglycemic population, both inflammation and OS were correlated with elevated PINT scores in IFG subjects. OS may be a major contributing factor to elevated PINT scores in a healthy Japanese population.Entities:
Keywords: 8-hydroxy-2′-deoxyguanosine; diabetic polyneuropathy; elevated pain threshold; inflammation; normal-high HbA1c; oxidative stress
Year: 2020 PMID: 33167536 PMCID: PMC7663937 DOI: 10.3390/ijms21218306
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Examined subject selection.
Clinical profiles of examined subjects.
| Men | Women |
| |
|---|---|---|---|
| Numbers | 352 | 542 | - |
| Age (yrs) | 51.86 ± 0.81 | 53.71 ± 0.65 | 0.075 |
| Height (cm) | 169.08 ± 0.36 | 156.12 ± 0.27 | <0.0001 |
| Body weight (kg) | 67.90 ± 0.58 | 53.63 ± 0.36 | <0.0001 |
| BMI (kg/m2) | 23.73 ± 0.18 | 22.03 ± 0.15 | <0.0001 |
| Fat (%) | 23.73 ± 0.18 | 22.03 ± 0.15 | <0.0001 |
| Waist circumference (cm) | 88.11 ± 0.49 | 80.98 ± 0.40 | <0.0001 |
| FBG (mg/dL) | 92.40 ± 0.43 | 89.29 ± 0.35 | <0.0001 |
| HbA1c (%) | 5.53 ± 0.02 | 5.56 ± 0.01 | 0.2082 |
| F-IRI (μU/mL) | 4.88 ± 0.17 | 4.92 ± 0.09 | 0.8405 |
| HOMA-β | 61.88 ± 2.27 | 70.54 ± 0.14 | 0.0006 |
| HOMA-IR | 1.13 ± 0.04 | 1.10 ± 0.02 | 0.5657 |
| sBP (mmHg) | 124.13 ± 0.93 | 119.42 ± 0.73 | <0.0001 |
| dBP (mmHg) | 74.42 ± 0.63 | 69.23 ± 0.46 | <0.0001 |
| Tc (mg/dL) | 203.42 ± 1.78 | 209.35 ± 1.48 | 0.0111 |
| Tg (mg/dL) | 121.06 ± 4.79 | 78.94 ± 1.83 | <0.0001 |
| HDL-c (mg/dL) | 59.95 ± 0.89 | 70.83 ± 0.70 | <0.0001 |
| LDL-c (mg/dL) | 114.05 ± 1.52 | 116.05 ± 1.23 | 0.3068 |
| IL-6 (pg/mL) | 1.64 ± 0.21 | 1.40 ± 0.20 | 0.4156 |
| Hs-CRP (mg/dL) | 0.06 ± 0.01 | 0.05 ± 0.01 | 0.0762 |
| Adiponectin (μg/mL) | 8.58 ± 0.02 | 13.63 ± 0.28 | <0.0001 |
| Pentosidine (pmol/mL) | 27.92 ± 0.58 | 30.60 ± 0.77 | 0.0120 |
| Urine 8-OHdG (ng/mg·Cr) | 8.48 ± 0.18 | 9.33 ± 0.19 | 0.0019 |
| Vitamin A (μg/mL) | 0.52 ± 0.01 | 0.39 ± 0.01 | <0.0001 |
| Vitamin C (μg/mL) | 10.10 ± 0.20 | 12.88 ± 0.19 | <0.0001 |
| Vitamin E (μg/mL) | 11.79 ± 0.19 | 11.73 ± 0.14 | 0.7934 |
| Lutein (μg/mL) | 0.24 ± 0.01 | 0.28 ± 0.01 | <0.0001 |
| Zeaxantihin (μg/mL) | 0.05 ± 0.01 | 0.05 ± 0.01 | 0.6634 |
| β-Cryptoxanthin (µg/mL) | 0.11 ± 0.01 | 0.16 ± 0.01 | <0.0001 |
| α-Carotene (µg/mL) | 0.12 ± 0.01 | 0.16 ± 0.01 | <0.0001 |
| β-Carotene (µg/mL) | 0.26 ± 0.01 | 0.50 ± 0.01 | <0.0001 |
| Lycopene (µg/mL) | 0.22 ± 0.01 | 0.24 ± 0.01 | 0.006 |
| LBP (µg/mL) | 5.78 ± 0.08 | 5.59 ± 0.07 | 0.0961 |
| Hypertension: n (%) | 26.14 | 22.51 | 0.2454 |
| Dyslipidemia: n (%) | 8.86 | 10.07 | 0.6265 |
| Alcohol habit: n (%) | 69.14 | 32.97 | <0.0001 |
| Smoking habit: n (%) | 37.14 | 23.08 | <0.0001 |
| Pack a year | 13.66 ± 1.21 | 2.52 ± 0.28 | <0.0001 |
| Subjective symptoms: n (%) | 1.42 | 1.85 | 0.8287 |
| Decreased ATR: n (%) | 21.59 | 14.94 | 0.2745 |
| PINT | 0.156 ± 0.01 | 0.14 ± 0.01 | 0.1635 |
BMI, body mass index; FBG, fasting plasma glucose; F-IRI, fasting serum insulin; HOMA-β, homeostatic model assessment β cell function; HOMA-IR, homeostatic model assessment insulin resistance; sBP, systolic blood pressure; dBP, diastolic blood pressure; Tc, total cholesterol; Tg, triglyceride; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol; IL-6, interleukin-6; Hs-CRP, high sensitivity C-reactive protein; Urine 8-OHdG, urine 8-hydoroxy-2′-deoxyguanosine; LBP, lipoporysaccharide-binding protein; ATR, Achilles tendon reflex; PINT, pain threshold from intraepidermal electrical stimulation.
Clinical factors correlated with PINT scores.
| Univariate | Multivariate | |||
|---|---|---|---|---|
| Characteristics | β |
| β |
|
| Gender (male/female) | 0.0488 | 0.1446 | - | - |
| Age (years) | 0.47610 | 0.001 | 0.040763 | 0.3576 |
| Height (cm) | −0.02268 | 0.4978 | - | - |
| Body weight (kg) | 0.059134 | 0.0769 | - | - |
| BMI (kg/m2) | 0.07997 | 0.0168 | −0.00724 | 0.9235 |
| Fat (%) | 0.030964 | 0.3554 | - | - |
| Waist circumference (cm) | 0.09508 | 0.0044 | 0.05574 | 0.4688 |
| FBG (mg/dL) | 0.09668 | 0.0038 | 0.01272 | 0.7469 |
| HbA1c (%) | 0.1202 | 0.0003 | 0.07549 | 0.0487 |
| F-IRI (μU/mL) | 0.026419 | 0.4294 | - | - |
| HOMA-β | −0.02683 | 0.4228 | - | - |
| HOMA-IR | 0.039726 | 0.2346 | - | - |
| sBP (mmHg) | 0.091228 | 0.0063 | 0.03510 | 0.3667 |
| dBP (mmHg) | 0.03714 | 0.2665 | - | - |
| Tc (mg/dL) | 0.001451 | 0.9654 | - | - |
| Tg (mg/dL) | 0.044434 | 0.1836 | - | - |
| HDL-c (mg/dL) | −0.0549 | 0.1004 | - | - |
| LDL-c (mg/dL) | 0.022807 | 0.4951 | - | - |
| IL-6 (pg/mL) | 0.029864 | 0.3717 | - | - |
| Hs-CRP (mg/dL) | 0.028409 | 0.3954 | - | - |
| Adiponectin (μg/mL) | −0.02645 | 0.4288 | - | - |
| Pentosidine (pmol/mL) | 0.023021 | 0.4920 | - | - |
| Urine 8-OHdG (ng/mg·Cr) | 0.119537 | 0.0003 | 0.09352 | 0.0078 |
| Vitamin A (μg/mL) | −0.00801 | 0.8111 | - | - |
| Vitamin C (μg/mL) | −0.02627 | 0.4331 | - | - |
| Vitamin E (μg/mL) | 0.048907 | 0.1442 | - | - |
| Lutein (μg/mL) | 0.041578 | 0.2145 | - | - |
| Zeaxantihin (μg/mL) | −0.00933 | 0.7806 | - | - |
| β-Cryptoxanthin (µg/mL) | 0.026938 | 0.4214 | - | - |
| α-Carotene (µg/mL) | 0.019454 | 0.5615 | - | - |
| β-Carotene (µg/mL) | 0.027926 | 0.4046 | - | - |
| Lycopene (µg/mL) | −0.03013 | 0.3685 | - | - |
| LBP (µg/mL) | 0.0973 | 0.0559 | - | - |
| Hypertension: n (%) | 0.068749 | 0.0399 | −0.01451 | 0.7105 |
| Dyslipidemia: n (%) | 0.023986 | 0.4731 | - | - |
| Alcohol habit: n (%) | −0.01053 | 0.7528 | - | - |
| Smoking habit: n (%) | 0.295599 | 0.1128 | - | - |
| Pack a year | −0.03481 | 0.2976 | - | - |
| Subjective symptoms | 0.019313 | 0.5641 | - | - |
| Decreased ATR | −0.07009 | 0.0362 | −0.02693 | 0.4338 |
BMI, body mass index; FBG, fasting plasma glucose; F-IRI, fasting serum insulin; HOMA-β, homeostatic model assessment β cell function; HOMA-IR, homeostatic model assessment insulin resistance; sBP, systolic blood pressure; dBP, diastolic blood pressure; Tc, total cholesterol; Tg, triglyceride; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol; IL-6, interleukin-6; Hs-CRP, high sensitivity C-reactive protein; Urine 8-OHdG, urine 8-hydoroxy-2′-deoxyguanosine; LBP, lipoporysaccharide-binding protein and ATR, Achilles tendon reflex.
Correlation of urine 8-OHdG with PINT scores.
| Univariate | Age and Gender Adjusted | Multivariate | ||||
|---|---|---|---|---|---|---|
| β |
| β |
| β |
| |
| Urine 8-OHdG (ng/mg·Cr) | 0.119537 | 0.0003 | 0.0946 | 0.0068 | 0.0944 | 0.0071 |
8-OHdG, 8-hydroxy-2′-deoxyguanosine; PINT, pain threshold from intraepidermal electrical stimulation.
Figure 2Logistic analysis of urine 8-OHdG and risk for increased PINT scores.Odds ratio with 95% confidence interval (CI) for urine 8-OHdG (a,b) are shown. Multiple factors are age, BMI, waist circumference, HbA1c, FBG, sBP, and hypertension. 8-OHdG, 8-hydroxydeoxy-2′-guanosine; Ref, reference; L-8OH: 8-OHdG low; I-8OH, 8-OHdG intermediate; H-8OH, 8-OHdG high; Cr, creatinine.
Correlation of high urine 8-OHdG and IFG with subjective neuropathic symptoms.
| Subjective Symptoms | Total | ||
|---|---|---|---|
| − | + | ||
| Control | 98.5% (881) | 1.5% (13) | 100% (894) |
| L-8OH | 99.0% (292) | 1.0% (3) | 100% (295) |
| I-8OH | 98.9% (466) | 1.1% (5) | 100% (471) |
| H-8OH | 96.1% (123) | 3.9% (5) | 100% (128) |
| IFG-S | 90.2% (46) | 9.8% (5) * | 100% (51) |
* p < 0.05 vs. L-8OH and I-8OH. 8-OHdG, 8-hydroxydeoxy-2′-guanosine; IFG, impaired fasting glucose.
Correlation of high urine 8-OHdG and IFG with decreased ATR.
| ATR | Total | ||
|---|---|---|---|
| Normal | Weak | ||
| Control | 82.4% (737) | 17.6% (157) | 100% (894) |
| L-8OH | 85.9% (255) | 14.1% (42) | 100% (297) |
| I-8OH | 82.4% (388) | 17.6% (83) | 100% (471) |
| H-8OH | 74.6% (94) | 25.4% (32) * | 100% (126) |
| IFG-S | 64.7% (33) | 35.3% (18) † | 100% (51) |
* p < 0.05 vs. L-8OH, † p < 0.01 vs. L-8OH, p < 0.05 vs. I-8OH. 8-OHdG, 8-hydroxydeoxy-2′-guanosine; ATR, Achilles tendon reflex; IFG, impaired fasting glucose.
Clinical factors correlated with urine 8-OHdG levels.
| Univariate | Multivariate | |||
|---|---|---|---|---|
| Characteristics | β |
| β |
|
| Gender (male/female) | −0.09935 | 0.0029 | −0.03067 | 0.6863 |
| Age (years) | 0.312015 | <0.0001 | 0.253719 | <0.0001 |
| Height (cm) | −0.19183 | <0.0001 | 0.104831 | 0.1370 |
| Body weight (kg) | −0.09598 | 0.0041 | −0.3565 | 0.0010 |
| BMI (kg/m2) | 0.029451 | 0.3791 | - | - |
| Fat (%) | 0.137257 | <0.0001 | 0.049914 | 0.5104 |
| Waist circumference (cm) | 0.07414 | 0.0266 | 0.307457 | 0.0006 |
| FBG (mg/dL) | 0.114334 | 0.0006 | 0.046716 | 0.2183 |
| HbA1c (%) | 0.072723 | 0.0297 | −0.07707 | 0.0402 |
| F-IRI (μU/mL) | 0.01646 | 0.6231 | - | - |
| HOMA-β | −0.04929 | 0.1413 | - | - |
| HOMA-IR | 0.033675 | 0.3145 | - | - |
| sBP (mmHg) | −0.03965 | 0.2362 | - | - |
| dBP (mmHg) | 0.012238 | 0.7168 | - | - |
| Tc (mg/dL) | 0.084499 | 0.0115 | −0.04024 | 0.3066 |
| Tg (mg/dL) | −0.0263 | 0.4322 | - | - |
| HDL-c (mg/dL) | 0.051609 | 0.1231 | - | - |
| LDL-c (mg/dL) | 0.059956 | 0.0732 | - | - |
| IL-6 (pg/ml) | 0.018127 | 0.5883 | - | - |
| Hs-CRP (mg/dL) | −0.01736 | 0.6042 | - | - |
| Adiponectin (g/mL) | 0.125921 | 0.0002 | 0.05128 | 0.1858 |
| Pentosidine (pmol/mL) | 0.058815 | 0.0788 | - | - |
| Vitamin A (μg/mL) | 0.029435 | 0.3794 | - | - |
| Vitamin C (μg/mL) | −0.0279 | 0.4048 | - | - |
| Vitamin E (μg/mL) | 0.115518 | 0.0005 | 0.044903 | 0.2436 |
| Lutein (μg/mL) | 0.062833 | 0.0604 | - | - |
| Zeaxantihin (μg/mL) | 0.012228 | 0.7150 | - | - |
| β-Cryptoxanthin (µg/mL) | 0.063845 | 0.0564 | - | - |
| α-Carotene (µg/mL) | −0.05329 | 0.1114 | - | - |
| β-Carotene (µg/mL) | 0.047566 | 0.1553 | - | - |
| Lycopene (µg/mL) | −0.06301 | 0.0597 | - | - |
| LBP (µg/ml) | −0.02992 | 0.3724 | - | - |
| Hypertension: n (%) | 0.121086 | 0.0003 | −0.04844 | 0.1962 |
| Dyslipidemia: n (%) | 0.081815 | 0.0144 | 0.000961 | 0.9772 |
| Alcohol habit: n (%) | −0.0523 | 0.1181 | - | - |
| Smoking habit: n (%) | 0.013817 | 0.6803 | - | - |
| Pack a year | 0.037952 | 0.2570 | - | - |
| Subjective symptoms | 0.021403 | 0.5227 | - | - |
| Decreased ATR | −0.10795 | 0.0012 | - | - |
| PINT | 0.10258 | 0.0021 | - | - |
BMI, body mass index; FBG, fasting plasma glucose; F-IRI, fasting serum insulin; HOMA-β, homeostatic model assessment β cell function; HOMA-IR, homeostatic model assessment insulin resistance; sBP, systolic blood pressure; dBP, diastolic blood pressure; Tc, total cholesterol; Tg, triglyceride; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol; IL-6, interleukin-6; Hs-CRP, high sensitivity C-reactive protein; Urine 8-OHdG, urine 8-hydoroxy-2′-deoxyguanosine; LBP, lipoporysaccharide-binding protein; ATR, Achilles tendon reflex and PINT, pain threshold of intraepidermal electrical stimulation.
Figure 3Comparison between IFG and each group of graded urine 8-OHdG levels in normoglycemic subjects. Normoglycemic subjects graded into three tertiles based on urine 8-OHdG levels and IFG state were compared regarding the factors correlating with high urine 8-OHdG and the mechanism of DPN. Urine 8-OHdG (a), PINT scores (b), age (c), body weight (d), FBG (e), HbA1c (f), Hs-CRP (g), LBP (h) and pentosidine (i) were evaluated. 8-OHdG, 8-hydroxy-2′-deoxyguanosine; L-8OH, 8-OHdG low; I-8OH, 8-OHdG intermediate; H-8OH, 8-OHdG high; IFG, impaired fasting glucose; Cr, creatinine; FBG, fasting blood glucose; Hs-CRP, high sensitive C-reactive protein; LBP, lipopolysaccharide-binding protein. Mean ± SEM, * p < 0.01 vs. L-8OH, † p < 0.01 vs. I-8OH, ‡ p < 0.01 vs. H-8OH, § p < 0.05 vs. H-8OH, # p < 0.05 vs. L-8OH, ** p < 0.05 vs. I-8OH.