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1.
Front Endocrinol (Lausanne) ; 15: 1377923, 2024.
Article En | MEDLINE | ID: mdl-38694945

Background: We explore the effect of suboptimal glycemic control on the incidence of diabetic peripheral neuropathy (DPN) in both non-elderly and elderly patients with type 2 diabetes mellitus (T2DM). Methods: A 6-year follow-up study (2013-2019) enrolled T2DM patients aged >20 without DPN. Participants were classified into two groups: those below 65 years (non-elderly) and those 65 years or older (elderly). Biochemical measurements, including glycated hemoglobin (HbA1C), were recorded regularly. DPN was diagnosed using the Michigan Neuropathy Screening Instrument examination. The outcome was DPN occurrence in 2019. Results: In 552 enrollments (69% non-elderly), DPN occurred in 8.4% non-elderly and 24.0% elderly patients. A higher initial HbA1C level was significantly linked with a higher risk of future DPN in the non-elderly group (adjusted odds ratio [AOR] 1.46, 95% CI 1.13-1.89, p=0.004). In comparison, HbA1c at the end of the study period was not associated with DPN in the non-elderly group (AOR 1.17, 95% CI 0.72-1.90, p=0.526). In the elderly group, no statistical relationship was found between HbA1C levels and DPN, either in 2013 or in 2019. Conclusion: Suboptimal glycemic control at baseline, rather than at the end of the study period, predicts an increased risk of future DPN in individuals with T2DM under age 65. This correlation is not seen in elderly patients. Therefore, we recommend implementing enhanced glycemic control early in middle-aged T2DM patients and propose individualized therapeutic strategies for diabetes in different age groups.


Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Glycated Hemoglobin , Glycemic Control , Humans , Diabetic Neuropathies/blood , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/etiology , Male , Female , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Middle Aged , Aged , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Follow-Up Studies , Age Factors , Blood Glucose/analysis , Blood Glucose/metabolism , Adult , Incidence , Risk Factors
2.
Front Endocrinol (Lausanne) ; 15: 1367376, 2024.
Article En | MEDLINE | ID: mdl-38660516

Background: The systemic immuno-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) are widely used and have been shown to be predictive indicators of various diseases. Diabetic nephropathy (DN), retinopathy (DR), and peripheral neuropathy (DPN) are the most prominent and common microvascular complications, which have seriously negative impacts on patients, families, and society. Exploring the associations with these three indicators and diabetic microvascular complications are the main purpose. Methods: There were 1058 individuals with type 2 diabetes mellitus (T2DM) in this retrospective cross-sectional study. SII, NLR, and PLR were calculated. The diseases were diagnosed by endocrinologists. Logistic regression and subgroup analysis were applied to evaluate the association between SII, NLP, and PLR and diabetic microvascular complications. Results: SII, NLR, and PLR were significantly associated with the risk of DN [odds ratios (ORs): 1.52, 1.71, and 1.60, respectively] and DR [ORs: 1.57, 1.79, and 1.55, respectively] by multivariate logistic regression. When NLR ≥2.66, the OR was significantly higher for the risk of DPN (OR: 1.985, 95% confidence interval: 1.29-3.05). Subgroup analysis showed no significant positive associations across different demographics and comorbidities, including sex, age, hypertension, HbA1c (glycated hemoglobin), and dyslipidemia. Conclusion: This study found a positive relationship between NLR and DN, DR, and DPN. In contrast, SII and PLR were found to be only associated with DN and DR. Therefore, for the diagnosis of diabetic microvascular complications, SII, NLR and PLR are highly valuable.


Blood Platelets , Diabetes Mellitus, Type 2 , Diabetic Angiopathies , Lymphocytes , Neutrophils , Humans , Male , Female , Middle Aged , Neutrophils/pathology , Retrospective Studies , Cross-Sectional Studies , Lymphocytes/pathology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetic Angiopathies/blood , Diabetic Angiopathies/diagnosis , Diabetic Angiopathies/immunology , Diabetic Angiopathies/pathology , Blood Platelets/pathology , Aged , Inflammation/blood , Inflammation/pathology , Diabetic Neuropathies/blood , Diabetic Neuropathies/pathology , Diabetic Neuropathies/etiology , Diabetic Neuropathies/diagnosis , Diabetic Retinopathy/blood , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/immunology , Diabetic Nephropathies/blood , Diabetic Nephropathies/pathology , Diabetic Nephropathies/diagnosis , Lymphocyte Count , Platelet Count , Adult
3.
J Diabetes ; 16(5): e13482, 2024 May.
Article En | MEDLINE | ID: mdl-38225901

BACKGROUND: Insulin resistance is associated with chronic complications of diabetes, including diabetic peripheral neuropathy (DPN). Estimated glucose disposal rate (eGDR), calculated by the common available clinical factors, was proved to be an excellent tool to measure insulin resistance in large patient population. Few studies have explored the association between eGDR and DPN longitudinally. Therefore, we performed the current study to analyze whether eGDR could predict the risk of DPN. METHODS: In this prospective study, 366 type 2 diabetes (T2DM) subjects without DPN were enrolled from six communities in Shanghai in 2011-2014 and followed up until 2019-2020. Neuropathy was assessed by Michigan Neuropathy Screening Instrument (MSNI) at baseline and at the end of follow-up. FINDINGS: After 5.91 years, 198 of 366 participants progressed to DPN according to MNSI examination scores. The incidence of DPN in the low baseline eGDR (eGDR < 9.15) group was significantly higher than in the high baseline eGDR (eGDR ≥ 9.15) group (62.37% vs. 45.56%, p = .0013). The incidence of DPN was significantly higher in patients with sustained lower eGDR level (63.69%) compared with those with sustained higher eGDR level (35.80%). Subjects with low baseline eGDR (eGDR < 9.15) had significantly higher risk of DPN at the end of follow-up (odds ratio = 1.75), even after adjusting for other known DPN risk factors. CONCLUSIONS: The 5-year follow-up study highlights the importance of insulin resistance represented by eGDR in the development of DPN in T2DM. Diabetic patients with low eGDR are more prone to DPN and, therefore, require more intensive screening and more attention.


Blood Glucose , Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Insulin Resistance , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetic Neuropathies/etiology , Diabetic Neuropathies/blood , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/diagnosis , Middle Aged , Female , Male , Follow-Up Studies , Prospective Studies , Blood Glucose/metabolism , Blood Glucose/analysis , Risk Factors , China/epidemiology , Aged , Incidence , Adult , Prognosis
4.
Zhongguo Zhong Yao Za Zhi ; 48(2): 542-554, 2023 Jan.
Article Zh | MEDLINE | ID: mdl-36725244

This study aimed to explore the efficacy and safety of Tangmaikang Granules in the treatment of diabetic peripheral neuropathy(DPN). PubMed, Cochrane Library, EMbase, SinoMed, CNKI, Wanfang and VIP were retrieved for randomized controlled trial(RCT) of Tangmaikang Granules in the treatment of DPN. Cochrane handbook 5.3 was used to evaluate the quality of the inclu-ded studies, and RevMan 5.4.1 and Stata 15.1 were employed to analyze data and test heterogeneity. GRADEpro was used to assess the quality of each outcome index. Clinical effective rate was the major outcome index, while the improvement in numbness of hands and feet, pain of extremities, sluggishness or regression of sensation, sensory conduction velocity(SCV) and motor conduction velocity(MCV) of median nerve and peroneal nerve, fasting blood glucose(FBG), 2 h postprandial blood glucose(2hPBG), and glycated hemoglobin(HbA1c) and incidence of adverse reactions were considered as the minor outcome indexes. A total of 19 RCTs with 1 602 patients were eventually included. The Meta-analysis showed that the improvements in clinical effective rate(RR=1.45, 95%CI[1.32, 1.61], P<0.000 01), pain of extremities(RR=1.70, 95%CI[1.27, 2.27], P=0.000 3), MCV of peroneal nerve(MD=4.08, 95%CI[3.29, 4.86], P<0.000 01) and HbA1c(SMD=-1.23, 95%CI[-1.80,-0.66], P<0.000 1) of Tangmaikang Granules alone or in combination in the experimental group were better than those in the control group. Compared with the conditions in the control group, numbness of hands and feet(RR=1.42, 95%CI[1.12, 1.80], P=0.003), sluggishness or regression of sensation(RR=1.41, 95%CI[1.05, 1.91], P=0.02), SCV of median nerve(MD=4.59, 95%CI[0.92, 8.27], P=0.01), SCV of peroneal nerve(MD=4.68, 95%CI[3.76, 5.60], P<0.000 01) and MCV of median nerve(MD=5.58, 95%CI[4.05, 7.11], P<0.000 01) of Tangmaikang Granules in combination in the experimental group were improved by subgroup analysis. The levels of FBG(MD=-0.57, 95%CI[-1.27, 0.12], P=0.11) and 2hPBG(MD=-0.69, 95%CI[-1.70, 0.33], P=0.18) in the experimental group were similar to those in the control group after treatment with Tangmaikang Granules alone or in combination. There was no difference in the safety(RR=1.28, 95%CI[0.58, 2.82], P=0.54) of Tangmaikang Granules in the treatment of DPN between the experimental group and the control group. Tangmaikang Granules could significantly increase clinical effective rate and nerve conduction velocity as well as improve symptoms of peripheral nerve and blood glucose level, and no serious adverse reactions were identified yet. Further validation was needed in future in large-sample, multicenter, high-quality RCTs.


Diabetic Neuropathies , Drugs, Chinese Herbal , Peripheral Nervous System Diseases , Humans , Blood Glucose , Diabetic Neuropathies/blood , Diabetic Neuropathies/complications , Diabetic Neuropathies/drug therapy , Drugs, Chinese Herbal/adverse effects , Drugs, Chinese Herbal/therapeutic use , Glycated Hemoglobin , Hypesthesia/drug therapy , Multicenter Studies as Topic , Pain/drug therapy , Pain/etiology , Treatment Outcome , Peripheral Nervous System Diseases/blood , Peripheral Nervous System Diseases/drug therapy , Peripheral Nervous System Diseases/etiology
5.
J Biol Chem ; 298(10): 102445, 2022 10.
Article En | MEDLINE | ID: mdl-36055403

Two dimensional GC (GC × GC)-time-of-flight mass spectrometry (TOFMS) has been used to improve accurate metabolite identification in the chemical industry, but this method has not been applied as readily in biomedical research. Here, we evaluated and validated the performance of high resolution GC × GC-TOFMS against that of GC-TOFMS for metabolomics analysis of two different plasma matrices, from healthy controls (CON) and diabetes mellitus (DM) patients with kidney failure (DM with KF). We found GC × GC-TOFMS outperformed traditional GC-TOFMS in terms of separation performance and metabolite coverage. Several metabolites from both the CON and DM with KF matrices, such as carbohydrates and carbohydrate-conjugate metabolites, were exclusively detected using GC × GC-TOFMS. Additionally, we applied this method to characterize significant metabolites in the DM with KF group, with focused analysis of four metabolite groups: sugars, sugar alcohols, amino acids, and free fatty acids. Our plasma metabolomics results revealed 35 significant metabolites (12 unique and 23 concentration-dependent metabolites) in the DM with KF group, as compared with those in the CON and DM groups (N = 20 for each group). Interestingly, we determined 17 of the 35 (14/17 verified with reference standards) significant metabolites identified from both the analyses were metabolites from the sugar and sugar alcohol groups, with significantly higher concentrations in the DM with KF group than in the CON and DM groups. Enrichment analysis of these 14 metabolites also revealed that alterations in galactose metabolism and the polyol pathway are related to DM with KF. Overall, our application of GC × GC-TOFMS identified key metabolites in complex plasma matrices.


Diabetic Neuropathies , Gas Chromatography-Mass Spectrometry , Metabolomics , Renal Insufficiency , Sugar Alcohols , Sugars , Humans , Gas Chromatography-Mass Spectrometry/methods , Metabolomics/methods , Renal Insufficiency/blood , Sugar Alcohols/blood , Sugars/blood , Diabetic Neuropathies/blood
6.
Article En | MEDLINE | ID: mdl-35383102

INTRODUCTION: To analyze the associations of circulating C1q/tumor necrosis factor-related protein-3 (CTRP3) concentrations with several metabolic parameters and to investigate the possible role of CTRP3 in subjects with diabetic peripheral neuropathy (DPN). RESEARCH DESIGN AND METHODS: A total of 347 participants were recruited in this study, and plasma CTRP3 concentrations were analyzed in subjects with DPN (n=172) and without DPN (non-DPN, n=175). The nerve conduction test and oral glucose tolerance test were performed, and Neuropathy Symptom Score (NSS)/Neuropathy Disability Score (NDS) and biochemical parameters were measured in all participants. RESULTS: Plasma CTRP3 concentrations were significantly lower in patients with DPN compared with those in patients with diabetes without DPN (p<0.01), despite the comparable glucose and lipid metabolism levels in both groups. Groups with a higher plasma CTRP3 level had a faster nerve conduction velocity. In addition, plasma CTRP3 concentrations were negatively correlated with hemoglobin A1c (HbA1c), urea acid (UA), triglyceride, NSS and NDS (p<0.05) after being adjusted for age and sex. Multivariate logistic regression analysis revealed that plasma CTRP3 concentrations were significantly correlated with DPN after being controlled for age, sex, body mass index, HbA1c, blood pressure, lipid profiles, and renal function. CONCLUSIONS: Plasma CTRP3 concentrations were significantly lower in patients with DPM and positively correlated with nerve conduction velocity. The relationship between CTRP3 levels and DPN is independent of the glucose and lipid status. Therefore, circulating CTRP3 might serve as a predictor of impairment of nerve conduction in patients with DPN.


Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Tumor Necrosis Factors , Diabetes Mellitus, Type 2/complications , Diabetic Neuropathies/blood , Diabetic Neuropathies/diagnosis , Humans , Risk Factors , Tumor Necrosis Factors/blood
7.
Comput Math Methods Med ; 2022: 2579692, 2022.
Article En | MEDLINE | ID: mdl-35242203

OBJECTIVE: To explore the significance and clinical value of dynamic monitoring of lipid metabolism indexes in patients with diabetic peridiabetic lesions. METHODS: A total of 192 patients with type 2 diabetes (T2DM) treated in our hospital from October 2019 to July 2021 were divided into two groups according to whether they were complicated with peripheral neuropathy (DPN). The patients in the observation group were randomly assigned into group A (n = 45) and group B (n = 45) according to the method of random number table. The patients were assigned into control group (n = 102) and observation group (n = 90), and the patients in the observation group were randomly divided into two groups (n = 45). All the patients in the three groups were given routine hypoglycemic treatment, and group B was observed to dynamically monitor the indexes of lipid metabolism and regulate blood lipids on the basis of routine hypoglycemic treatment. The indexes of lipid metabolism, including total cholesterol (TC), triglyceride (TG), and high-density lipoprotein cholesterol (HDL-C)/low-density lipoprotein cholesterol (LDL-C), were detected before treatment. The receiver operating curve (ROC) was applied to elucidate the efficacy of TC, TG, and HDL-C and LDL-C in predicting peripheral neuropathy (DPN) in patients with T2DM. The indexes of lipid metabolism and neurological function of patients were determined after the treatment. The difference was considered to be statistically significant (P < 0.05). RESULTS: In contrast to the control, the serum levels of TG, TC, and LDL-C in the observation group were significantly higher, with HDL-C significantly lower. ROC curve analysis indicated that the area under the curve (AUC) of serum TG level to predict peripheral neuropathy in patients with T2DM was 0.753 (95% CI = 0.604 - 0.901, P = 0.007). When the Youden index reached the maximum (0.677), with corresponding sensitivity and specificity 77.18% and 82.58%, respectively, and the critical value was 2.31 mmol/L, the AUC of serum TC level for predicting peripheral neuropathy in patients with T2DM was 0.851 (95% CI = 0.735 ~ 0.967P < 0.001); when the Youden index reaches its maximum (0.750), with the sensitivity and specificity 84.44% and 92.06%, respectively, and the critical value is 4.52 mmol/L, the AUC of predicting peripheral neuropathy in patients with T2DM by serum LDL-C level was 0.799 (95% CI = 0.52 ~ 0.946, P = 0.001); when the Youden index reaches its maximum (0.706), with sensitivity and specificity 80.58% and 87.24%, respectively, and the critical value is 3.36 mmol/L, the AUC of serum HDL-C level for predicting DPN in patients with T2DM was 0.727 (95% CI = 0.568 ~ 0.886P = 0.014). When the Youden index reached the maximum (0.640), the sensitivity and specificity were 74.56% and 83.25%, respectively, the critical value is 1.51 mmol/L. The AUC in predicting DPN in patients with T2DM was 0.919 (95% CI = 0.839 ~ 0.978P < 0.001); when the Jordan index reached the maximum (0.786), the sensitivity and specificity were 91.75% and 95.82%, respectively. Compared with group A, the levels of serum TG, TC, and LDL-C in group B decreased significantly, while the level of HDL-C increased (P < 0.05). The motor nerve conduction velocity and sensory nerve conduction velocity of median nerve and peroneal nerve in group B were higher than those in group A (P < 0.05). CONCLUSION: Diabetic patients with severe lipid metabolic disorders have a higher risk of DPN. Combined detection of lipid metabolism indexes such as TC, TG, and HDL-C and LDL-C is effective in predicting diabetic patients with DPN. In clinic, through dynamic monitoring of lipid metabolism indexes, we can actively regulate the level of blood lipids in patients with T2DM, which can delay the occurrence and development of DPN to a certain extent, as well as improving the prognosis of patients with diabetes.


Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetic Neuropathies/blood , Lipid Metabolism , Aged , Cholesterol/blood , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Computational Biology , Diabetes Mellitus, Type 2/drug therapy , Diabetic Neuropathies/physiopathology , Female , Humans , Hypoglycemic Agents/therapeutic use , Lipids/blood , Male , Middle Aged , Neural Conduction , Prognosis , Risk Factors , Triglycerides/blood
8.
BMC Endocr Disord ; 22(1): 39, 2022 Feb 12.
Article En | MEDLINE | ID: mdl-35151299

BACKGROUND: Diabetic peripheral neuropathy (DPN) is one of the most common chronic microvascular complications in type 2 diabetes mellitus (T2DM). Hence, the present study aimed to investigate the association between Serum Uric Acid (SUA) levels and diabetic peripheral polyneuropathy in patients with type 2 diabetes. METHODS: We performed this case-control study during 2019-2020 on individuals with diabetes referring to the Razi clinic of Rasht, in the north of Iran. Polyneuropathy in patients was assessed based on the Neuropathy Disability Score (NDS), Diabetic neuropathy symptom score (DNS) scoring system, and electromyography (EMG)/nerve conduction velocity (NCV). The inclusion criterion for the control group was normal EMG/NCV. Then, the patients were assessed for SUA level and also laboratory results. RESULTS: In total, 230 patients with type 2 diabetes were examined. The mean SUA level in the DPN group was significantly higher compared to the control group (6.72 ± 1.75 vs. 4.57 ± 1.49 mg/dL). With increasing the SUA, the odds of developing neuropathy increased by 2.2 times (OR = 2.2). The risk factors for diabetic polyneuropathy included gender (male) (OR = 0.347), SBP (OR = 1.1), retinopathy (OR = 3.29), and microalbuminuria (OR = 4.44). The chance of developing polyneuropathy in patients with retinopathy was 3.3 times higher than in the control group, it was 4.4 times in microalbuminuria patients. CONCLUSION: Elevated SUA level increased the chance of developing peripheral polyneuropathy in a person with type 2 diabetes. SUA levels higher than 5.25 mg / dL expose a person with type 2 diabetes to developing peripheral polyneuropathy.


Diabetes Mellitus, Type 2/blood , Diabetic Neuropathies/blood , Uric Acid/blood , Adult , Aged , Biomarkers/blood , Case-Control Studies , Female , Humans , Iran , Male , Middle Aged , Risk Factors
9.
J Endocrinol Invest ; 45(2): 361-368, 2022 Feb.
Article En | MEDLINE | ID: mdl-34324162

AIMS: The objective of this study is to explore the relationship between serum 25-hydroxyvitamin-D(25-(OH)2D3) level and sweat function in patients with type 2 diabetes mellitus (T2DM). METHODS: A cross-sectional study of 1021 patients with T2DM who underwent 25-(OH)2D3 level detections and sweat function tests was carried out. These individuals were divided into deficient groups (n = 154 cases), insufficient groups (n = 593 cases) and sufficient groups (n = 274 cases). Spearman correlation analysis and multivariate stepwise linear regression analysis were implemented to determine the association of 25-(OH)2D3 level and sweat function. RESULTS: The total presence of sweating dysfunction was 38.59%. Patients with a lower level of serum 25-(OH)2D3 had more severe sweat secretion impairment (P < 0.05). As the decrease of serum 25-(OH)2D3 level, the presence of sweating dysfunction increased (P < 0.05). 25-(OH)2D3 level was positively correlated with sweat function parameters, age and duration of T2DM were negatively correlated with sweat function parameter (P < 0.05). Multivariate stepwise linear regression analysis explored a significant association between serum 25-(OH)2D3 level with sweat function (P < 0.05). CONCLUSIONS: Serum 25-(OH)2D3 level was positively correlated with sweat function in patients with T2DM.


Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Sweat/metabolism , Vitamin D/analogs & derivatives , Correlation of Data , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/physiopathology , Diabetic Neuropathies/blood , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Female , Humans , Male , Middle Aged , Risk Factors , Sweat Glands/metabolism , Sweat Glands/physiopathology , Sweating/physiology , Vitamin D/blood
10.
Sci Rep ; 11(1): 22875, 2021 11 24.
Article En | MEDLINE | ID: mdl-34819569

Previous studies exploring the influence of glycemic variability (GV) on the pathogenesis of distal symmetrical polyneuropathy (DSPN) in type 1 diabetes (T1DM) produced conflicting results. The aim of this study was to assess the relationship between GV and DSPN in T1DM. Adults with T1DM were included in this cross-sectional study and asked to undergo 3-day CGM. GV quantified by coefficient of variation (CV) and mean amplitude of glucose excursions (MAGE) were obtained from CGM. Clinical characteristics and biochemical assessments were collected for analysis. The study comprised 152 T1DM patients (53.9% males) with mean age of 44.2 year. Higher levels of age and duration of diabetes and lower levels of total cholesterol, LDL, fasting C-peptide and postprandial C-peptide were observed in DSPN subjects. DSPN groups displayed a higher blood glucose between 00:00 and 12:59 according to the CGM profile. Higher MAGE and CV were associated with increased risk of DSPN in the fully adjusted model. Meanwhile, a significant association between measurements of hypoglycemia, especially nocturnal hypoglycemia, and DSPN was found after multiple tests. CGM parameters describing the glycemic variability and hypoglycemia were potential risk factors for DSPN in adults with T1DM.


Blood Glucose/metabolism , Diabetes Mellitus, Type 1/blood , Diabetic Neuropathies/etiology , Hypoglycemia/blood , Adult , Biomarkers/blood , Blood Chemical Analysis , Cross-Sectional Studies , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/diagnosis , Diabetic Neuropathies/blood , Diabetic Neuropathies/diagnosis , Female , Humans , Hypoglycemia/complications , Hypoglycemia/diagnosis , Male , Middle Aged , Monitoring, Ambulatory , Risk Assessment , Risk Factors , Time Factors
11.
Eur J Pharmacol ; 912: 174607, 2021 Dec 05.
Article En | MEDLINE | ID: mdl-34743981

Neuroinflammation contributes significantly to the pathogenesis of diabetic peripheral neuropathy (DPN). Quercetin reportedly exerts neuroprotective effects in DPN. Here, we aimed to evaluate the potential anti-inflammatory effects of quercetin in a DPN rat model. Eight weeks after streptozotocin administration, diabetic rats were treated with quercetin (30 and 60 mg/kg/day orally) for 6 weeks. We assessed the mechanical withdrawal threshold (MWT), nerve conduction velocity (NCV) and morphological changes in sciatic nerves. Additionally, we measured the levels of tumour necrosis factor-alpha (TNF-α), interleukin (IL)-1ß, and IL-6 by ELISA and the expression of TLR4, MyD88, and NF-κB in sciatic nerves by western blotting and immunohistochemical assays. Our results revealed that blood glucose levels and body weight were unaltered following quercetin treatment. However, quercetin improved MWT (p < 0.05), NCV (p < 0.05), and pathological changes in the sciatic nerves of DPN rats. Quercetin significantly alleviated the increased expression of TNF-α (p < 0.05) and IL-1ß (p < 0.001). Furthermore, high-dose quercetin administration significantly downregulated the expression of TLR4 (p < 0.001), MyD88 (p < 0.001), and NF-κB (p < 0.001) in sciatic nerves of DPN rats. Our findings revealed that quercetin could reduce the levels of inflammatory factors in DPN rats, possibly mediated via the downregulation of the TLR4/MyD88/NF-κB signalling pathway. Collectively, these results suggest that although quercetin did not decreased blood glucose levels or reversed the reduced body weight, it showed anti-inflammatory and neuroprotective effects, which was beneficial for the treatment of DPN.


Anti-Inflammatory Agents/pharmacology , Diabetic Neuropathies/drug therapy , Inflammation/drug therapy , Myeloid Differentiation Factor 88/metabolism , NF-kappa B/metabolism , Quercetin/pharmacology , Toll-Like Receptor 4/metabolism , Animals , Anti-Inflammatory Agents/therapeutic use , Cytokines/blood , Diabetes Mellitus, Experimental/blood , Diabetes Mellitus, Experimental/drug therapy , Diabetes Mellitus, Experimental/metabolism , Diabetic Neuropathies/blood , Diabetic Neuropathies/metabolism , Ganglia, Spinal/metabolism , Ganglia, Spinal/pathology , Inflammation/blood , Inflammation/metabolism , Male , Neural Conduction/drug effects , Neuroinflammatory Diseases/blood , Neuroinflammatory Diseases/drug therapy , Neuroinflammatory Diseases/metabolism , Quercetin/therapeutic use , Rats, Sprague-Dawley , Sciatic Nerve/drug effects , Sciatic Nerve/metabolism , Sciatic Nerve/pathology , Sciatic Nerve/ultrastructure , Signal Transduction/drug effects
12.
Diabetes Metab Syndr ; 15(6): 102272, 2021.
Article En | MEDLINE | ID: mdl-34628138

BACKGROUND AND AIMS: Musculoskeletal manifestations (carpal tunnel syndrome, Dupuytren's contracture, etc.) may occur in poorly controlled and longstanding diabetes. In this study, we evaluated the relationship of musculoskeletal diseases with microvascular and macrovascular complicationsin patients with diabetes. METHODS: A total of 600 patients with diabetes were enrolled in this cross-sectional study. Demographic data and historical records of the patients were retrieved. Musculoskeletal diseases were assessed by clinical examinations and then confirmed by a rheumatologist. RESULTS: Out of the 600 patients with diabetes, 61.5% (369/600) were female and 38.5% (231/600) were male. Diabetic retinopathy, diabetic nephropathy, diabetic peripheral neuropathy, CVA, and diabetes related ischemic heart disease were rated as 43.1%, 33.2%, 7.8%, 7.5%, and 39.6%, respectively. Significant gender differences were observed in the rates of diabetic nephropathy [56.28% for women and 43.71% for men (p value < 0.000)], diabetic peripheral neuropathy [72.34% for women and 27.65% for men (p value < 0.002)], and ischemic heart disease [57.98% for women and 42.01% for men(p value < 0.001)]. CONCLUSION: Musculoskeletal diseases usually occur in patients with poorly controlled and long-term diabetes. Due to the clear association of microvascular complications with musculoskeletal disease, more attention should be paid to the early detection of these complications in patients with diabetes.


Diabetic Angiopathies/diagnostic imaging , Diabetic Neuropathies/diagnostic imaging , Diabetic Retinopathy/diagnostic imaging , Microvessels/diagnostic imaging , Musculoskeletal Diseases/diagnostic imaging , Myocardial Ischemia/diagnostic imaging , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Diabetic Angiopathies/blood , Diabetic Angiopathies/epidemiology , Diabetic Neuropathies/blood , Diabetic Neuropathies/epidemiology , Diabetic Retinopathy/blood , Diabetic Retinopathy/epidemiology , Female , Humans , Iran/epidemiology , Male , Middle Aged , Musculoskeletal Diseases/blood , Musculoskeletal Diseases/epidemiology , Myocardial Ischemia/blood , Myocardial Ischemia/epidemiology , Risk Factors , Young Adult
13.
Med Sci Monit ; 27: e931244, 2021 Oct 29.
Article En | MEDLINE | ID: mdl-34711797

BACKGROUND Vitamin D deficiency has been reported to be associated with diabetic peripheral neuropathy (DPN). Our objective here was to evaluate the association between vitamin D levels and neuropathic symptoms in a Chinese population. MATERIAL AND METHODS A total of 4435 patients with type 2 diabetes (T2D) were recruited in this cross-sectional study. 25-dihydroxyvitamin D (25-(OH) D) serum concentration was measured by electrochemiluminescence assay (Cobas e601, Roche). DPN was clinically diagnosed by assessing neurological symptoms and performing current perception threshold (CPT) testing. Of all the patients, 2910 were CPT-positive and had assessed neurological symptoms. RESULTS In the vitamin D insufficiency group (<30 ng/mL 25-(OH) D), patients with neurological symptoms had higher serum 25-(OH) D levels than those without neurological symptoms (24.65±3.42 ng/mL vs 23.61±4.54 ng/mL, p≤0.001). The risk of numbness and pain increased by 0.5-fold for every 6 ng/mL increase in 25-(OH) D. In the vitamin D sufficiency group (≥30 ng/mL 25-(OH) D), patients with neurological symptoms had lower serum 25-(OH) D levels than those without neurological symptoms (32.96±3.18 ng/mL vs 33.45±4.27 ng/mL, p<0.01). For every 4 ng/mL decrease in 25-(OH) D, the risk of numbness and pain increased by 0.2-fold. CONCLUSIONS The association of neuropathy symptoms with 25-(OH) D levels differed depending on whether the patients had insufficient or sufficient vitamin D.


Diabetic Neuropathies/blood , Diabetic Neuropathies/epidemiology , Vitamin D Deficiency/blood , Vitamin D Deficiency/epidemiology , Vitamin D/blood , China/epidemiology , Comorbidity , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Risk Factors , Vitamins/blood
14.
Cells ; 10(10)2021 10 08.
Article En | MEDLINE | ID: mdl-34685668

Loganin is an iridoid glycoside with antioxidant, anti-inflammatory, glucose-lowering activities which may address the pathological mechanisms of painful diabetic neuropathy (PDN) related to inflammation, oxidative stress, and hyperglycemia. This study investigated the underlying mechanisms of action of loganin on PDN. The in vivo model of PDN was established by streptozotocin-nicotinamide (STZ-NA) induction in Sprague Dawley (SD) rats. Subsequently, loganin (5 mg/kg) was administered by daily intraperitoneal injection. High-glucose stimulated human SH-SY5Y cells co-incubated with loganin were used to mimic the in vitro model of PDN. Loganin improved PDN rats' associated pain behaviors (allodynia and hyperalgesia), insulin resistance index (HOMA-IR), and serum levels of superoxide dismutase (SOD), catalase and glutathione. Loganin also reduced pain-associated channel protein CaV3.2 and calcitonin gene-related peptide (CGRP) in the surficial spinal dorsal horn of PDN rats. Loganin inhibited oxidative stress and NF-κB activation and decreased the levels of mRNA and protein of proinflammatory factors IL-1ß and TNF-α. Moreover, loganin attenuated insulin resistance by modulating the JNK-IRS-1 (insulin receptor substrate-1)-Akt-GSK3ß signaling pathway in PDN rats. These results suggested that loganin improved PDN-mediated pain behaviors by inhibiting oxidative stress-provoked inflammation in the spinal cord, resulting in improved neuropathic pain.


Diabetes Mellitus, Experimental/drug therapy , Diabetic Neuropathies/drug therapy , Inflammation/drug therapy , Insulin Resistance , Iridoids/therapeutic use , Neuralgia/drug therapy , Oxidative Stress , Animals , Antioxidants/metabolism , Behavior, Animal , Blood Glucose/metabolism , Body Weight/drug effects , Calcitonin Gene-Related Peptide/metabolism , Calcium Channels, T-Type/metabolism , Cell Line, Tumor , Diabetes Mellitus, Experimental/blood , Diabetes Mellitus, Experimental/complications , Diabetic Neuropathies/blood , Diabetic Neuropathies/complications , Fasting/blood , Humans , Hyperglycemia/complications , Hyperglycemia/drug therapy , Inflammation/blood , Inflammation/complications , Inflammation Mediators/blood , Insulin/blood , Iridoids/chemistry , Iridoids/pharmacology , Male , NF-kappa B/metabolism , Neuralgia/complications , Neuroglia/metabolism , Neuroglia/pathology , Niacinamide , Oxidative Stress/drug effects , Rats, Sprague-Dawley , Signal Transduction/drug effects , Spinal Cord Dorsal Horn/metabolism , Spinal Cord Dorsal Horn/pathology , Streptozocin
15.
J Diabetes Res ; 2021: 9012887, 2021.
Article En | MEDLINE | ID: mdl-34458375

OBJECTIVES: Hyponatremia is a common complication of diabetes. However, the relationship between serum sodium level and diabetic peripheral neuropathy (DPN) is unknown. This study was aimed at investigating the relationship between low serum sodium level and DPN in Chinese patients with type 2 diabetes mellitus. METHODS: A retrospective study was performed on 1928 patients with type 2 diabetes between 2010 and 2018. The multivariate test was used to analyze the relationship between the serum sodium level and the nerve conduction function. A restricted cubic spline was used to flexibly model and visualize the relationship between the serum sodium level and DPN, followed by logistic regression with adjustment. RESULTS: As the serum sodium level increased, the prevalence of DPN had a reverse J-curve distribution with the serum sodium levels (69.6%, 53.7%, 49.6%, 43.9%, and 49.7%; P = 0.001). Significant differences existed between the serum sodium level and the motor nerve conduction velocity, sensory nerve conduction velocity, part of compound muscle action potential, and sensory nerve action potential of the participants. Compared with hyponatremia, the higher serum sodium level was a relative lower risk factor for DPN after adjusting for several potential confounders (OR = 0.430, 95%CI = 0.220-0.841; OR = 0.386, 95%CI = 0.198-0.755; OR = 0.297, 95%CI = 0.152-0.580; OR = 0.376, 95%CI = 0.190-0.743; all P < 0.05). Compared with low-normal serum sodium groups, the high-normal serum sodium level was also a risk factor for DPN (OR = 0.690, 95%CI = 0.526-0.905, P = 0.007). This relationship was particularly apparent in male participants, those aged <65 years, those with a duration of diabetes of <10 years, and those with a urinary albumin - to - creatinine ratio (UACR) < 30 mg/g. CONCLUSIONS: Low serum sodium levels were independently associated with DPN, even within the normal range of the serum sodium. We should pay more attention to avoid the low serum sodium level in patients with type 2 diabetes mellitus.


Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Diabetic Neuropathies/blood , Hyponatremia/blood , Sodium/blood , Aged , Biomarkers/blood , China/epidemiology , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/physiopathology , Female , Humans , Hyponatremia/diagnosis , Hyponatremia/epidemiology , Male , Middle Aged , Neural Conduction , Retrospective Studies , Risk Assessment , Risk Factors
16.
Cardiovasc Diabetol ; 20(1): 133, 2021 07 06.
Article En | MEDLINE | ID: mdl-34229668

BACKGROUND: The prognostic importance of several hematological parameters has been scarcely investigated in type 2 diabetes. So, we aimed to evaluate their prognostic importance for development of complications in a cohort of type 2 diabetes. METHODS: In a prospective study, 689 individuals with type 2 diabetes had blood red cell, platelet and leukocyte parameters obtained at baseline. Multivariate Cox analyses examined the associations between several hematological parameters (including neutrophyl-to-lymphocyte, lymphocyte-to-monocyte, platelet-to-lymphocyte, and monocyte-to-HDL ratios) and the occurrence of microvascular (retina, renal and peripheral neuropathy) and cardiovascular complications (total cardiovascular events [CVEs], and major adverse CVEs [MACEs]), and all-cause and cardiovascular mortality. Improvements in risk discrimination were assessed by C-statistics and Integrated Discrimination Improvement (IDI) index. RESULTS: During a median follow-up of 10.5 years, 212 patients had a CVE (174 MACEs), 264 patients died (131 cardiovascular deaths); 206 had a renal, 161 a retinopathy and 179 patients had a neuropathy outcome. In multivariate-adjusted analyses, the lymphocytes count and lymphocyte-to-monocyte ratio were protective (hazard ratios [HRs]: 0.77 and 0.72, respectively), whereas the neutrophyl-to-lymphocyte and platelet-to-lymphocyte ratios were associated with increased risks (HRs: 1.19 and 1.17) for all-cause mortality. For cardiovascular mortality, the monocytes count, the neutrophyl-to-lymphocyte and monocyte-to-HDL ratios were associated with increased risks and the lymphocyte-to-monocyte ratio was protective. Higher lymphocyte-to-monocyte ratio was protective for renal failure outcome. However, none of them improved risk discrimination. CONCLUSIONS: Low lymphocytes count and leukocyte ratios that mainly included lymphocytes were predictors of macrovascular complications and mortality in individuals with type 2 diabetes. However, they did not improve risk prediction over traditional risk factors.


Blood Platelets , Diabetes Mellitus, Type 2/blood , Diabetic Angiopathies/blood , Erythrocytes , Leukocytes , Aged , Brazil/epidemiology , Cause of Death , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/mortality , Diabetic Angiopathies/diagnosis , Diabetic Angiopathies/mortality , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/mortality , Diabetic Neuropathies/blood , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/mortality , Diabetic Retinopathy/blood , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/mortality , Erythrocyte Count , Female , Humans , Lymphocyte Count , Lymphocytes , Male , Middle Aged , Platelet Count , Predictive Value of Tests , Prognosis , Prospective Studies , Risk Assessment , Risk Factors , Time Factors
17.
Ann Clin Transl Neurol ; 8(6): 1292-1307, 2021 06.
Article En | MEDLINE | ID: mdl-33955722

OBJECTIVE: The global rise in type 2 diabetes is associated with a concomitant increase in diabetic complications. Diabetic polyneuropathy is the most frequent type 2 diabetes complication and is associated with poor outcomes. The metabolic syndrome has emerged as a major risk factor for diabetic polyneuropathy; however, the metabolites associated with the metabolic syndrome that correlate with diabetic polyneuropathy are unknown. METHODS: We conducted a global metabolomics analysis on plasma samples from a subcohort of participants from the Danish arm of Anglo-Danish-Dutch study of Intensive Treatment of Diabetes in Primary Care (ADDITION-Denmark) with and without diabetic polyneuropathy versus lean control participants. RESULTS: Compared to lean controls, type 2 diabetes participants had significantly higher HbA1c (p = 0.0028), BMI (p = 0.0004), and waist circumference (p = 0.0001), but lower total cholesterol (p = 0.0001). Out of 991 total metabolites, we identified 15 plasma metabolites that differed in type 2 diabetes participants by diabetic polyneuropathy status, including metabolites belonging to energy, lipid, and xenobiotic pathways, among others. Additionally, these metabolites correlated with alterations in plasma lipid metabolites in type 2 diabetes participants based on neuropathy status. Further evaluating all plasma lipid metabolites identified a shift in abundance, chain length, and saturation of free fatty acids in type 2 diabetes participants. Importantly, the presence of diabetic polyneuropathy impacted the abundance of plasma complex lipids, including acylcarnitines and sphingolipids. INTERPRETATION: Our explorative study suggests that diabetic polyneuropathy in type 2 diabetes is associated with novel alterations in plasma metabolites related to lipid metabolism.


Diabetes Mellitus, Type 2/blood , Diabetic Neuropathies/blood , Lipids/blood , Metabolome , Aged , Aged, 80 and over , Case-Control Studies , Cholesterol/blood , Cross-Sectional Studies , Diabetes Mellitus, Type 2/complications , Diabetic Neuropathies/etiology , Female , Glycated Hemoglobin , Humans , Male , Waist Circumference
18.
Cardiovasc Diabetol ; 20(1): 102, 2021 05 07.
Article En | MEDLINE | ID: mdl-33962619

BACKGROUND: Women with type 2 diabetes are disproportionally affected by macrovascular complications; we here investigated whether this is also the case for microvascular complications and retinal microvascular measures. METHODS: In a population-based cohort study of individuals aged 40-75 years (n = 3410; 49% women, 29% type 2 diabetes (oversampled by design)), we estimated sex-specific associations, and differences therein, of (pre)diabetes (reference: normal glucose metabolism), and of continuous measures of glycemia with microvascular complications and retinal measures (nephropathy, sensory neuropathy, and retinal arteriolar and venular diameters and dilatation). Sex differences were analyzed using regression models with interaction terms (i.e. sex-by- (pre)diabetes and sex-by-glycemia) and were adjusted for potential confounders. RESULTS: Men with type 2 diabetes (but not those with prediabetes) compared to men with normal glucose metabolism, (and men with higher levels of glycemia), had significantly higher prevalences of nephropathy (odds ratio: 1.58 95% CI (1.01;2.46)) and sensory neuropathy (odds ratio: 2.46 (1.67;3.63)), larger retinal arteriolar diameters (difference: 4.29 µm (1.22;7.36)) and less retinal arteriolar dilatation (difference: - 0.74% (- 1.22; - 0.25)). In women, these associations were numerically in the same direction, but generally not statistically significant (odds ratios: 1.71 (0.90;3.25) and 1.22 (0.75;1.98); differences: 0.29 µm (- 3.50;4.07) and: - 0.52% (- 1.11;0.08), respectively). Interaction analyses revealed no consistent pattern of sex differences in the associations of either prediabetes or type 2 diabetes or glycemia with microvascular complications or retinal measures. The prevalence of advanced-stage complications was too low for evaluation. CONCLUSIONS: Our findings show that women with type 2 diabetes are not disproportionately affected by early microvascular complications.


Diabetes Mellitus, Type 2/epidemiology , Diabetic Angiopathies/epidemiology , Health Status Disparities , Prediabetic State/epidemiology , Adult , Aged , Biomarkers/blood , Blood Glucose/metabolism , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/physiopathology , Diabetic Angiopathies/blood , Diabetic Angiopathies/diagnosis , Diabetic Angiopathies/physiopathology , Diabetic Nephropathies/blood , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/physiopathology , Diabetic Neuropathies/blood , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/physiopathology , Diabetic Retinopathy/blood , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/physiopathology , Female , Humans , Male , Microcirculation , Middle Aged , Netherlands/epidemiology , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/physiopathology , Prevalence , Prognosis , Prospective Studies , Risk Assessment , Risk Factors , Sex Factors
19.
J Diabetes Investig ; 12(11): 2002-2009, 2021 Nov.
Article En | MEDLINE | ID: mdl-34002953

AIMS/INTRODUCTION: This study aimed to investigate whether insulin resistance (IR) in individuals with type 2 diabetes undergoing intensive glycemic control determines the extent of improvement in neuropathy. MATERIALS AND METHODS: This was an exploratory substudy of an open-label, randomized controlled trial of individuals with poorly controlled type 2 diabetes treated with exenatide and pioglitazone or insulin to achieve a glycated hemoglobin <7.0% (<53 mmol/mol). Baseline IR was defined using homeostasis model assessment of IR, and change in neuropathy was assessed using corneal confocal microscopy. RESULTS: A total of 38 individuals with type 2 diabetes aged 50.2 ± 8.5 years with (n = 25, 66%) and without (n = 13, 34%) IR were studied. There was a significant decrease in glycated hemoglobin (P < 0.0001), diastolic blood pressure (P < 0.0001), total cholesterol (P < 0.01) and low-density lipoprotein (P = 0.05), and an increase in bodyweight (P < 0.0001) with treatment. Individuals with homeostasis model assessment of IR <1.9 showed a significant increase in corneal nerve fiber density (P ≤ 0.01), length (P ≤ 0.01) and branch density (P ≤ 0.01), whereas individuals with homeostasis model assessment of IR ≥1.9 showed no change. IR was negatively associated with change in corneal nerve fiber density after adjusting for change in bodyweight (P < 0.05). CONCLUSIONS: Nerve regeneration might be limited in individuals with type 2 diabetes and IR undergoing treatment with pioglitazone plus exenatide or insulin to improve glycemic control.


Cornea/innervation , Diabetes Mellitus, Type 2/physiopathology , Diabetic Neuropathies/physiopathology , Insulin Resistance/physiology , Nerve Regeneration , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetic Neuropathies/blood , Diabetic Neuropathies/etiology , Exenatide/administration & dosage , Female , Glycated Hemoglobin/drug effects , Glycemic Control/methods , Humans , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Male , Microscopy, Confocal , Middle Aged , Nerve Fibers/pathology , Pioglitazone/administration & dosage , Treatment Outcome
20.
Front Immunol ; 12: 654233, 2021.
Article En | MEDLINE | ID: mdl-33868296

Chronic low-grade inflammation is involved in the pathogenesis of type-1 diabetes (T1D) and its complications. In this cross-section study design, we investigated association between serum levels of soluble cytokine receptors with presence of peripheral neuropathy in 694 type-1 diabetes patients. Sex, age, blood pressure, smoking, alcohol intake, HbA1c and lipid profile, presence of DPN (peripheral and autonomic), retinopathy and nephropathy was obtained from patient's chart. Measurement of soluble cytokine receptors, markers of systemic and vascular inflammation was done using multiplex immunoassays. Serum levels were elevated in in DPN patients, independent of gender, age and duration of diabetes. Crude odds ratios were significantly associated with presence of DPN for 15/22 proteins. The Odds ratio (OR) remained unchanged for sTNFRI (1.72, p=0.00001), sTNFRII (1.45, p=0.0027), sIL2Rα (1.40, p=0.0023), IGFBP6 (1.51, p=0.0032) and CRP (1.47, p=0.0046) after adjusting for confounding variables, HbA1C, hypertension and dyslipidemia. Further we showed risk of DPN is associated with increase in serum levels of sTNFRI (OR=11.2, p<10), sIL2Rα (8.69, p<10-15), sNTFRII (4.8, p<10-8) and MMP2 (4.5, p<10-5). We combined the serum concentration using ridge regression, into a composite score, which can stratify the DPN patients into low, medium and high-risk groups. Our results here show activation of inflammatory pathway in DPN patients, and could be a potential clinical tool to identify T1D patients for therapeutic intervention of anti-inflammatory therapies.


Biomarkers/blood , Diabetes Mellitus, Type 1/complications , Diabetic Neuropathies/blood , Diabetic Neuropathies/etiology , Inflammation Mediators/blood , Adult , Age Factors , Cross-Sectional Studies , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/epidemiology , Disease Susceptibility , Female , Humans , Male , Middle Aged , Odds Ratio , Sex Factors
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