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1.
PLoS One ; 19(8): e0308556, 2024.
Article in English | MEDLINE | ID: mdl-39116099

ABSTRACT

Diabetic Peripheral Neuropathy (DPN) is a prevalent and debilitating complication of diabetes, affecting a significant proportion of the diabetic population. Neuromodulation, an emerging therapeutic approach, has shown promise in the management of DPN symptoms. This systematic review aims to synthesize and analyze the current advancements in neuromodulation techniques for the treatment of DPN utilizing studies with preclinical animal models. A comprehensive search was conducted across multiple databases, including PubMed, Scopus, and Web of Science. Inclusion criteria were focused on studies utilizing preclinical animal models for DPN that investigated the efficacy of various neuromodulation techniques, such as spinal cord stimulation, transcranial magnetic stimulation, and peripheral nerve stimulation. The findings suggest that neuromodulation significantly alleviated pain symptoms associated with DPN. Moreover, some studies reported improvements in nerve conduction velocity and reduction in nerve damage. The mechanisms underlying these effects appeared to involve modulation of pain pathways and enhancement of neurotrophic factors. However, the review also highlights the variability in methodology and stimulation parameters across studies, highlighting the need for standardization in future research. Additionally, while the results are promising, the translation of these findings from animal models to human clinical practice requires careful consideration. This review concludes that neuromodulation presents a potentially effective therapeutic strategy for DPN, but further research is necessary to optimize protocols and understand the underlying molecular mechanisms. It also emphasizes the importance of bridging the gap between preclinical findings and clinical applications to improve the management of DPN in diabetic patients.


Subject(s)
Diabetic Neuropathies , Disease Models, Animal , Translational Research, Biomedical , Animals , Diabetic Neuropathies/therapy , Diabetic Neuropathies/physiopathology , Humans , Spinal Cord Stimulation/methods , Transcranial Magnetic Stimulation/methods
2.
Cardiovasc Diabetol ; 23(1): 296, 2024 Aug 10.
Article in English | MEDLINE | ID: mdl-39127709

ABSTRACT

BACKGROUND: Cardiac autonomic neuropathy (CAN) in diabetes mellitus (DM) is independently associated with cardiovascular (CV) events and CV death. Diagnosis of this complication of DM is time-consuming and not routinely performed in the clinical practice, in contrast to fundus retinal imaging which is accessible and routinely performed. Whether artificial intelligence (AI) utilizing retinal images collected through diabetic eye screening can provide an efficient diagnostic method for CAN is unknown. METHODS: This was a single center, observational study in a cohort of patients with DM as a part of the Cardiovascular Disease in Patients with Diabetes: The Silesia Diabetes-Heart Project (NCT05626413). To diagnose CAN, we used standard CV autonomic reflex tests. In this analysis we implemented AI-based deep learning techniques with non-mydriatic 5-field color fundus imaging to identify patients with CAN. Two experiments have been developed utilizing Multiple Instance Learning and primarily ResNet 18 as the backbone network. Models underwent training and validation prior to testing on an unseen image set. RESULTS: In an analysis of 2275 retinal images from 229 patients, the ResNet 18 backbone model demonstrated robust diagnostic capabilities in the binary classification of CAN, correctly identifying 93% of CAN cases and 89% of non-CAN cases within the test set. The model achieved an area under the receiver operating characteristic curve (AUCROC) of 0.87 (95% CI 0.74-0.97). For distinguishing between definite or severe stages of CAN (dsCAN), the ResNet 18 model accurately classified 78% of dsCAN cases and 93% of cases without dsCAN, with an AUCROC of 0.94 (95% CI 0.86-1.00). An alternate backbone model, ResWide 50, showed enhanced sensitivity at 89% for dsCAN, but with a marginally lower AUCROC of 0.91 (95% CI 0.73-1.00). CONCLUSIONS: AI-based algorithms utilising retinal images can differentiate with high accuracy patients with CAN. AI analysis of fundus images to detect CAN may be implemented in routine clinical practice to identify patients at the highest CV risk. TRIAL REGISTRATION: This is a part of the Silesia Diabetes-Heart Project (Clinical-Trials.gov Identifier: NCT05626413).


Subject(s)
Deep Learning , Diabetic Neuropathies , Predictive Value of Tests , Humans , Male , Female , Middle Aged , Aged , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/diagnostic imaging , Diabetic Neuropathies/etiology , Reproducibility of Results , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/diagnostic imaging , Diabetic Retinopathy/epidemiology , Image Interpretation, Computer-Assisted , Autonomic Nervous System/physiopathology , Autonomic Nervous System/diagnostic imaging , Fundus Oculi , Heart Diseases/diagnostic imaging , Heart Diseases/diagnosis , Adult , Artificial Intelligence
3.
Sensors (Basel) ; 24(15)2024 Jul 31.
Article in English | MEDLINE | ID: mdl-39124001

ABSTRACT

Diabetic peripheral neuropathy (DPN) is a prevalent complication of chronic diabetes mellitus and has a significant impact on quality of life. DPN typically manifests itself as a symmetrical, length-dependent sensorimotor polyneuropathy with severe effects on gait. Surface electromyography (sEMG) is a valuable low-cost tool for assessing muscle activation patterns and precise identification of abnormalities. For the present study, we used information theory methods, such as cross-correlation (CC), normalized mutual information (NMI), conditional granger causality (CG-Causality), and transfer entropy (TE), to evaluate muscle network connectivity in three population groups: 33 controls (healthy volunteers, CT), 10 diabetic patients with a low risk of DPN (LW), and 17 moderate/high risk patients (MH). The results obtained indicated significant alterations in the intermuscular coupling mechanisms due to diabetes and DPN, with the TE group showing the best performance in detecting differences. The data revealed a significant increase in information transfer and muscle connectivity in the LW group over the CT group, while the MH group obtained significantly lower values for these metrics than the other two groups. These findings highlight the sEMG coupling metrics' potential to reveal neuromuscular mechanisms that could aid the development of targeted rehabilitation strategies and help monitor DPN patients.


Subject(s)
Diabetic Neuropathies , Electromyography , Humans , Diabetic Neuropathies/physiopathology , Electromyography/methods , Male , Female , Middle Aged , Adult , Muscle, Skeletal/physiopathology , Aged
4.
Rom J Ophthalmol ; 68(2): 114-121, 2024.
Article in English | MEDLINE | ID: mdl-39006331

ABSTRACT

Aim and objectives: Visual dysfunction in diabetes mellitus (DM) is multifactorial and can be due to vascular disease, and metabolic abnormalities that can affect the retina, optic nerve, and visual pathways. Visual evoked potential (VEP) is an electrophysiological test that can quantify the functional integrity of the visual pathways from the retina via the optic nerves, and optic tracts to the visual cortices. In this study, we aimed to investigate the visual pathway dysfunction among diabetics without retinopathy compared with healthy controls and to look for any correlation with diabetic neuropathy, duration of diabetes, or HbA1c level. Methods: The study included 75 diabetic patients and 75 age and sex-matched controls. VEPs were recorded using the pattern reversal stimulation method on the Medtronic EMG EP machine, and P100 latency and N75-P100 amplitude were recorded in both diabetic patients and healthy controls. Results: Mean P100 latency was significantly prolonged and N75-P100 amplitude significantly reduced among diabetic cases compared to healthy controls (p < 0.001). Among diabetics with peripheral neuropathy, P100 latency was significantly prolonged and N75-P100 amplitude was significantly reduced compared to diabetics without peripheral neuropathy. A significant positive correlation of VEP P100 latency (p < 0.001) and a negative correlation with N75-P100 amplitude (p < 0.001) with duration of disease were also found. Conclusion: VEP changes are observed in diabetics before the development of retinopathy or peripheral neuropathy indicating optic pathway dysfunction, which precedes the development of these complications. Early preclinical visual pathway dysfunction can warrant taking the necessary measures to reduce diabetic complications. Abbreviations: DM = Diabetes Mellitus, VEP = Visual Evoked Potential, HbA1c = Hemoglobin A1 c, MRI = Magnetic Resonance Imaging, EEG = Electroencephalography, P100 = Positive wave peak at latency 100 ms (millisecond), N75 = Negative wave peak at latency 75 ms (millisecond), N145 = Negative wave peak at latency 145 ms (millisecond), OCT = Optical coherence tomography, PRVEP = Pattern Reversal Visual Evoked Potential, NCS = Nerve Conduction Study, SSR = Sympathetic Skin Response, IL1 = Interleukin-1, LIF = Leukemia inhibitory factor, CNTF = Ciliary neurotrophic factor, TNF alpha = Tumor necrosis factor-alpha, TGF-beta = Transforming growth factor-beta.


Subject(s)
Diabetic Neuropathies , Diabetic Retinopathy , Evoked Potentials, Visual , Visual Pathways , Humans , Evoked Potentials, Visual/physiology , Male , Female , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/etiology , Middle Aged , Diabetic Retinopathy/physiopathology , Diabetic Retinopathy/diagnosis , Visual Pathways/physiopathology , Adult , Visual Acuity
5.
PLoS One ; 19(7): e0305055, 2024.
Article in English | MEDLINE | ID: mdl-38968315

ABSTRACT

BACKGROUND: Diabetic polyneuropathy (DPN) is a notable microvascular complication of DM, affecting 16%-66% globally. DPN often leads to proprioceptive deficits in the lower limbs (LL), leading to impaired functional performance. However, evidence supporting proprioceptive rehabilitation programs (PRP) for DPN remains scarce. AIMS: This pilot study aims to evaluate the effectiveness of a novel 12-week PRP on LL static and dynamic proprioception and shed light on the potential benefits of PRP for DPN population. METHODS: Randomized Controlled Trail was conducted among 30 DPN patients (age 53.25±7.72 years, BMI 24.01±1.41 and DM duration 9.48±6.45 years), randomly allocated to intervention (n = 15) or control (n = 15) groups. The intervention group received PRP 3 times/week for 12 weeks. The control group received no exercise. Both groups received regular diabetic care. Static and dynamic proprioception of both LL were assessed at baseline, 6 weeks and 12 weeks. Position-reposition test was used to assess ankle joint position sense by obtaining difference between target and reproduced angles. Error in detecting knee angle and speed were obtained by performing Lower Limb Matching and Sense of Movement tests respectively to assess dynamic proprioception. RESULTS: Two-way ANOVA and paired comparisons revealed, no significant improvement in proprioceptive deficits at 6 weeks (p>0.05), but significant improvement was achieved at 12-weeks (p<0.05) in the intervention group. Mean errors in Pposition re-position(R:p<0.001, L;p<0.001) and Lower limb matching (R:p<0.001, L;p<0.001) tests reduced by 5° and 10° respectively, indicating a70% improvement in the intervention group. Error of detecting speed reduced only on right side by 0.041ms-1 accounting for a 42% improvement. No improvements were observed in the control group. CONCLUSIONS: Novel 12-week PRP may yield a significant reduction in LL proprioceptive deficits among DPN patients. Future RCTs with larger samples should compare the effectiveness of this PRP compared with conventional rehabilitation programs.


Subject(s)
Diabetic Neuropathies , Proprioception , Humans , Middle Aged , Diabetic Neuropathies/rehabilitation , Diabetic Neuropathies/physiopathology , Male , Pilot Projects , Female , Proprioception/physiology , Adult , Treatment Outcome
6.
J Diabetes Complications ; 38(8): 108802, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38971002

ABSTRACT

This systematic review aimed to explore the relationship between diabetic peripheral neuropathy (DPN) and cardiac autonomic neuropathy (CAN) in individuals with type 1 and 2 diabetes mellitus (DM). METHODS: The systematic review follow the protocol registered in Prospero (CRD42020182899). Two authors independently searched the PubMed, Scopus, Embase, Cochrane, and Web of Science databases. Discrepancies were resolved by a third author. The review included observational studies investigating the relationship between CAN and DPN in individuals with DM. RESULTS: Initially, out of 1165 studies, only 16 were selected, with 42.8 % involving volunteers with one type of diabetes, 14.3 % with both types of diabetes and 14.3 % not specify the type. The total number of volunteers was 2582, mostly with type 2 DM. It was analyzed that there is a relationship between CAN and DPN. It was observed that more severe levels of DPN are associated with worse outcomes in autonomic tests. Some studies suggested that the techniques for evaluating DPN might serve as risk factors for CAN. CONCLUSION: The review presents a possible relationship between DPN and CAN, such as in their severity.


Subject(s)
Autonomic Nervous System Diseases , Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Humans , Diabetes Mellitus, Type 2/complications , Autonomic Nervous System Diseases/epidemiology , Autonomic Nervous System Diseases/complications , Autonomic Nervous System Diseases/etiology , Autonomic Nervous System Diseases/diagnosis , Diabetes Mellitus, Type 1/complications , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/complications , Diabetic Cardiomyopathies/diagnosis , Autonomic Nervous System/physiopathology , Risk Factors
7.
World J Gastroenterol ; 30(22): 2852-2865, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38947292

ABSTRACT

Diabetes, commonly known for its metabolic effects, also critically affects the enteric nervous system (ENS), which is essential in regulating gastrointestinal (GI) motility, secretion, and absorption. The development of diabetes-induced enteric neuropathy can lead to various GI dysfunctions, such as gastroparesis and irregular bowel habits, primarily due to disruptions in the function of neuronal and glial cells within the ENS, as well as oxidative stress and inflammation. This editorial explores the pathophysiological mechanisms underlying the development of enteric neuropathy in diabetic patients. Additionally, it discusses the latest advances in diagnostic approaches, emphasizing the need for early detection and intervention to mitigate GI complications in diabetic individuals. The editorial also reviews current and emerging therapeutic strategies, focusing on pharmacological treatments, dietary management, and potential neuromodulatory interventions. Ultimately, this editorial highlights the necessity of a multidisciplinary approach in managing enteric neuropathy in diabetes, aiming to enhance patient quality of life and address a frequently overlooked complication of this widespread disease.


Subject(s)
Diabetic Neuropathies , Enteric Nervous System , Gastrointestinal Motility , Humans , Diabetic Neuropathies/etiology , Diabetic Neuropathies/therapy , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Enteric Nervous System/physiopathology , Gastrointestinal Diseases/physiopathology , Gastrointestinal Diseases/therapy , Gastrointestinal Diseases/diagnosis , Gastrointestinal Diseases/etiology , Gastrointestinal Tract/innervation , Gastrointestinal Tract/physiopathology , Gastroparesis/therapy , Gastroparesis/physiopathology , Gastroparesis/diagnosis , Gastroparesis/etiology , Oxidative Stress , Quality of Life
8.
Expert Opin Investig Drugs ; 33(8): 829-837, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38973395

ABSTRACT

INTRODUCTION: LX-9211 is a drug designed to treat neuropathic pain conditions. It functions by inhibiting the adaptor-associated kinase 1 (AAK1) enzyme which promotes clathrin-dependent endocytosis. Preclinical studies have shown that LX-9211 does produce a reduction in nociceptive related behaviors and produces no major adverse effects in rats. Thus, LX-9211 has advanced to clinical trials to assess its safety and efficacy in humans. So far, phase 1 and phase 2 clinical trials involving patients with postherpetic neuralgia and diabetic peripheral neuropathic pain have been conducted with phase 3 trials planned in the future. AREAS COVERED: This paper highlights preclinical studies involving LX-9211 in rodents. Additionally, phase 1 clinical trials examining the safety of LX-9211 in healthy subjects as well as phase 2 studies looking at the safety and efficacy of LX-9211 compared to placebo in patients with diabetic peripheral neuropathic pain and postherpetic neuralgia are also discussed. EXPERT OPINION: In phase 1 and phase 2 clinical trials conducted so far, LX-9211 has been shown to produce few adverse effects as well as cause a significantly greater reduction in pain compared to placebo. However, more clinical studies are needed to further assess its effects in humans to ensure its safety.


Subject(s)
Diabetic Neuropathies , Neuralgia, Postherpetic , Neuralgia , Humans , Animals , Neuralgia/drug therapy , Diabetic Neuropathies/drug therapy , Diabetic Neuropathies/physiopathology , Neuralgia, Postherpetic/drug therapy , Rats , Analgesics/pharmacology , Analgesics/adverse effects
9.
J Musculoskelet Neuronal Interact ; 24(2): 168-177, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38825999

ABSTRACT

OBJECTIVE: To evaluate the use of a computer-based biodex balance exercise system (BBS) on balance, neuropathic pain, clinical presentation and nerve function in patients with diabetic peripheral neuropathy (DPN). METHODS: A total of 32 participants with DPN were randomly assigned in a 1:1 ratio to an intervention group (IG) or control group (CG). The IG performed exercises using the BBS twice weekly for 8 weeks, while CG were informed regarding diabetes self-management. At baseline and after study completion, participants underwent balance (postural stability and fall risk) and neuropathic pain assessment (DN4 questionnaire) and were screened using the Michigan Neuropathy Screening Instrument and nerve conduction test. RESULTS: Among the baseline participants, 14 in the IG and 13 in the CG completed the study. Balance training improved postural stability (overall, p<0.001), fall risk (p<0.001), neuropathic pain (p=0.01) and symptoms (p<0.001), and clinical presentation (p=0.02), but not nerve function, within the IG. At follow-up, IG displayed significantly improved stability (p<0.001) and fall risk (p=0.02) and decreased neuropathic symptoms (p=0.01) compared to the CG. CONCLUSION: Computer-based balance exercises improve balance, pain, and clinical presentation of DPN, but not nerve function, in patients with DPN. CLINICALTRIALS: gov ID: NCT05255497.


Subject(s)
Diabetic Neuropathies , Exercise Therapy , Postural Balance , Humans , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/therapy , Postural Balance/physiology , Male , Female , Middle Aged , Exercise Therapy/methods , Aged , Neuralgia/therapy , Neuralgia/physiopathology , Neuralgia/rehabilitation
10.
Neurogastroenterol Motil ; 36(8): e14826, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38873936

ABSTRACT

BACKGROUND: Diabetes Mellitus (DM) is known to induce a wide range of harmful effects on several organs, notably leading to ineffective esophageal motility (IEM). However, the relationship between DM and IEM is not fully elucidated. We aimed to determine the relationship between DM and IEM and to evaluate the impact of DM's end organ complications on IEM severity. METHODS: A multicenter cohort study of consecutive patients undergoing high-resolution esophageal manometry (HREM) was performed. We reviewed medical records of patients diagnosed with IEM using HREM, encompassing data on demographics, DM history, antidiabetic and other medications as well as comorbidities. KEY RESULTS: Two hundred and forty six subjects met the inclusion criteria. There was no significant difference in any of the HREM parameters between diabetics and nondiabetics. Out of 246 patients, 92 were diabetics. Diabetics with neuropathy presented a significantly lower distal contractile integral (DCI) value compared to those without neuropathy (248.2 ± 226.7 mmHg·cm·sec vs. 375.6 ± 232.4 mmHg·cm·sec; p = 0.02) Similarly, the DCI was lower in diabetics with retinopathy compared to those without retinopathy (199.9 ± 123.1 mmHg·cm·sec vs. 335.4 ± 251.7 mmHg·cm·sec; p = 0.041). Additionally, a significant difference was observed in DCI values among DM patients with ≥2 comorbidities compared to those without comorbidities (224.8 ± 161.0 mmHg·cm·sec vs. 394.2 ± 243.6 mmHg·cm·sec; p = 0.025). Around 12.6% of the variation in DCI could be explained by its linear relationship with hemoglobin A1c (HbA1c), with a regression coefficient (ß) of -55.3. CONCLUSION & INFERENCES: DM is significantly associated with IEM in patients with neuropathy, retinopathy, or multiple comorbidities. These results are pivotal for tailoring patient-specific management approaches.


Subject(s)
Diabetes Complications , Esophageal Motility Disorders , Manometry , Humans , Esophageal Motility Disorders/physiopathology , Esophageal Motility Disorders/epidemiology , Esophageal Motility Disorders/complications , Male , Female , Middle Aged , Aged , Diabetes Complications/epidemiology , Diabetes Complications/physiopathology , Cohort Studies , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/epidemiology , Diabetes Mellitus/epidemiology , Adult , Retrospective Studies
11.
Clinics (Sao Paulo) ; 79: 100392, 2024.
Article in English | MEDLINE | ID: mdl-38908048

ABSTRACT

BACKGROUND: This study explored the correlation between pancreatic islet α cell function, as reflected by the plasma glucagon levels, and Diabetic Peripheral Neuropathy (DPN) in patients with Type 2 Diabetes Mellitus (T2DM). METHODS: A total of 358 patients with T2DM were retrospectively enrolled in this study and divided into the Non-DPN (NDPN) group (n = 220) and the DPN group (n = 138). All patients underwent an oral glucose tolerance test to detect levels of blood glucose, insulin and glucagon, and the Area Under the Curve (AUC) for Glucagon (AUCglu) was used to estimate the overall glucagon level. The Peripheral Nerve Conduction Velocity (PNCV), Amplitude (PNCA) and Latency (PNCL) were obtained with electromyography, and their Z scores were calculated. RESULTS: There were significant differences regarding the age, disease duration, serum levels of alanine aminotransferase, aspartate aminotransferase, urea nitrogen, high-density lipoprotein, and 2h-C peptide between these two groups (p < 0.05). The NDPN group had higher glucagon levels at 30, 60 and 120 min and AUCglu (p < 0.05). The Z-scores of PNCV and PNCA showed an increasing trend (p < 0.05), while the Z-score of PNCL showed a decreasing trend (p < 0.05). The glucagon levels were positively correlated with PNCV and PNCA, but negatively correlated with PNCL, with Gluca30min having the strongest correlation (p < 0.05). Gluca30min was independently related to PNCV, PNCL, PNCA and DPN, respectively (p < 0.05). The function of pancreatic α islet cells, as reflected by the plasma glucagon level, is closely related to the occurrence of DPN in T2DM patients. CONCLUSION: Gluca30min may be a potentially valuable independent predictor for the occurrence of DPN.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Glucagon , Glucose Tolerance Test , Neural Conduction , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/physiopathology , Male , Middle Aged , Female , Diabetic Neuropathies/blood , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/etiology , Glucagon/blood , Retrospective Studies , Blood Glucose/analysis , Neural Conduction/physiology , Aged , Adult , Electromyography , Glucagon-Secreting Cells , Insulin/blood , Area Under Curve , Time Factors , Reference Values
12.
Diabetes ; 73(9): 1486-1494, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-38905144

ABSTRACT

Altered functional connectivity has been demonstrated in key brain regions involved in pain processing in painful diabetic peripheral neuropathy. However, the impact of neuropathic pain treatment on functional connectivity does not appear to have been investigated. Sixteen participants underwent resting state functional MRI when optimally treated for neuropathic pain during their involvement in the Optimal Pathway for Treating Neuropathic Pain in Diabetes Mellitus trial and 1 week following withdrawal of treatment. On discontinuation of pain treatment, there was an increase in functional connectivity between the left thalamus and primary somatosensory cortex (S1) and the left thalamus and insular cortex, key brain regions that are involved in cerebral processing of pain. The changes in functional connectivity between scans also correlated with measures of pain (baseline pain severity and Neuropathic Pain Symptom Inventory). Moreover, when participants were stratified into higher- and lower-than-average baseline pain subgroups, the change in thalamic-S1 cortical functional connectivity between scans was significantly greater in those with high baseline pain compared with the lower-baseline-pain group. This study shows that thalamo-cortical functional connectivity has the potential to act as an objective biomarker for neuropathic pain in diabetes for use in clinical pain trials.


Subject(s)
Diabetic Neuropathies , Magnetic Resonance Imaging , Neuralgia , Thalamus , Humans , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/diagnostic imaging , Male , Thalamus/physiopathology , Thalamus/diagnostic imaging , Female , Middle Aged , Neuralgia/physiopathology , Somatosensory Cortex/physiopathology , Somatosensory Cortex/diagnostic imaging , Aged , Withholding Treatment , Adult , Insular Cortex/diagnostic imaging , Insular Cortex/physiopathology
13.
Article in English | MEDLINE | ID: mdl-38923488

ABSTRACT

The early diagnosis of diabetic neuropathy (DN) is fundamental in order to enact timely therapeutic strategies for limiting disease progression. In this work, we explored the suitability of standing balance task for identifying the presence of DN. Further, we proposed two diagnosis pathways in order to succeed in distinguishing between different stages of the disease. We considered a cohort of non-neuropathic (NN), asymptomatic neuropathic (AN), and symptomatic neuropathic (SN) diabetic patients. From the center of pressure (COP), a series of features belonging to different description domains were extracted. In order to exploit the whole information retrievable from COP, a majority voting ensemble was applied to the output of classifiers trained separately on different COP components. The ensemble of kNN classifiers provided over 86% accuracy for the first diagnosis pathway, made by a 3-class classification task for distinguishing between NN, AN, and SN patients. The second pathway offered higher performances, with over 97% accuracy in identifying patients with symptomatic and asymptomatic neuropathy. Notably, in the last case, no asymptomatic patient went undetected. This work showed that properly leveraging all the information that can be mined from COP trajectory recorded during standing balance is effective for achieving reliable DN identification. This work is a step toward a clinical tool for neuropathy diagnosis, also in the early stages of the disease.


Subject(s)
Algorithms , Diabetic Neuropathies , Diagnosis, Computer-Assisted , Postural Balance , Humans , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Postural Balance/physiology , Male , Female , Middle Aged , Diagnosis, Computer-Assisted/methods , Aged , Reproducibility of Results , Standing Position , Adult
14.
Med Sci Monit ; 30: e944239, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38829832

ABSTRACT

BACKGROUND Diabetes-related foot disease (DFD) is a serious complication of diabetes, increasing the risk of amputation. Coimplications are preventable, but most diabetics do not receive proper screening and treatment, despite indications. This study was a pilot screening of diabetes-related foot disease in a group of people with glycemic disorders. MATERIAL AND METHODS We recruited 143 volunteers over 40 years of age. In the final analysis, we included 85 people diagnosed with glycemic disorders (diabetes or prediabetes), for whom we performed a total of 170 foot measurements. We screened for peripheral artery disease using: foot pulse, ankle-brachial index (manual and automatic), toe-brachial index, and transcutaneous oxygen pressure (TcPO2). To screen for diabetic peripheral neuropathy, we used indicators of loss of protective sensation: pressure perception and temperature perception, and plantar pressure distribution. RESULTS A history of diabetes was reported by 26 (30.6%) of the subjects. Disorders of at least 1 foot occurred in 20 (66.7%) subjects with diagnosed diabetes and in 10 (17%) subjects declaring no diabetes. Higher risk and DFD category were correlated with duration of diabetes (r=0.68, p=0.007), glycemic levels (r=0.56, p=0.001), age (r=0.57, p=0.007), and the presence of other diabetes complications. The best predictor of risk in DFD was manual ABI, p=0.001; followed by automatic ABI, p=0.006. CONCLUSIONS Our results showed that peripheral complications of diabetes, such as DFD, often remain undiagnosed and untreated despite the high risk of developing ulcers. There is a need for multi-center screening studies.


Subject(s)
Diabetic Foot , Humans , Pilot Projects , Diabetic Foot/diagnosis , Diabetic Foot/physiopathology , Male , Female , Middle Aged , Aged , Adult , Ankle Brachial Index , Risk Factors , Diabetes Mellitus, Type 2/complications , Peripheral Arterial Disease/diagnosis , Peripheral Arterial Disease/complications , Prediabetic State/complications , Prediabetic State/physiopathology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/etiology , Foot/physiopathology
15.
BMJ Open ; 14(6): e082193, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38862223

ABSTRACT

INTRODUCTION: Diabetic neuropathy is frequently underdiagnosed and undertreated. Logistic problems accompany the routine use of the biothesiometer. Hence, we attempted to find a more easily available alternative. RESEARCH DESIGN AND METHODS: 149 patients with diabetes visiting the outpatient endocrinology clinic were assessed for vibration sense using a 128-Hz tuning fork (absolute timing method) and a biothesiometer. A reading of >25 V on the biothesiometer (known as vibration perception threshold or VPT) was taken as the diagnostic criterion for severe neuropathy while >15 V was used as an indicator of the mild form. The sensitivity and specificity were calculated by constructing the receiver operating characteristic curve (ROC). A p value of <0.05 was considered as statistically significant. RESULTS: The timed tuning fork (TTF) test showed a statistically significant correlation with the VPT measurements (r=-0.5, p=0.000). Using the VPT findings as a reference, a timed tuning fork cut-off of 4.8 s was 76% sensitive and 77% specific in diagnosing mild neuropathy while absent tuning fork sensation demonstrated 70% sensitivity and 90% specificity in detecting severe neuropathy. CONCLUSIONS: The tuning fork test demonstrated significant sensitivity and specificity in diagnosing diabetic peripheral neuropathy when compared against the biothesiometer. A cut-off of 4.8 s can be a useful indicator of the early stages of onset of the condition.


Subject(s)
Diabetic Neuropathies , Sensitivity and Specificity , Sensory Thresholds , Tertiary Care Centers , Vibration , Humans , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Cross-Sectional Studies , India , Male , Middle Aged , Female , Adult , Aged , ROC Curve , Mass Screening/methods , Mass Screening/instrumentation
16.
Cardiovasc Diabetol ; 23(1): 217, 2024 Jun 24.
Article in English | MEDLINE | ID: mdl-38915040

ABSTRACT

BACKGROUND: Diabetic peripheral neuropathy (DPN) is the most prevalent complication of diabetes, and has been demonstrated to be independently associated with cardiovascular events and mortality. This aim of this study was to investigate the subclinical left ventricular (LV) myocardial dysfunction in type 2 diabetes mellitus (T2DM) patients with and without DPN. METHODS: One hundred and thirty T2DM patients without DPN, 61 patients with DPN and 65 age and sex-matched controls who underwent cardiovascular magnetic resonance (CMR) imaging were included, all subjects had no symptoms of heart failure and LV ejection fraction ≥ 50%. LV myocardial non-infarct late gadolinium enhancement (LGE) was determined. LV global strains, including radial, circumferential and longitudinal peak strain (PS) and peak systolic and diastolic strain rates (PSSR and PDSR, respectively), were evaluated using CMR feature tracking and compared among the three groups. Multivariable linear regression analyses were performed to determine the independent factors of reduced LV global myocardial strains in T2DM patients. RESULTS: The prevalence of non-infarct LGE was higher in patients with DPN than those without DPN (37.7% vs. 19.2%, p = 0.008). The LV radial and longitudinal PS (radial: 36.60 ± 7.24% vs. 33.57 ± 7.30% vs. 30.72 ± 8.68%; longitudinal: - 15.03 ± 2.52% vs. - 13.39 ± 2.48% vs. - 11.89 ± 3.02%), as well as longitudinal PDSR [0.89 (0.76, 1.05) 1/s vs. 0.80 (0.71, 0.93) 1/s vs. 0.77 (0.63, 0.87) 1/s] were decreased significantly from controls through T2DM patients without DPN to patients with DPN (all p < 0.001). LV radial and circumferential PDSR, as well as circumferential PS were reduced in both patient groups (all p < 0.05), but were not different between the two groups (all p > 0.05). Radial and longitudinal PSSR were decreased in patients with DPN (p = 0.006 and 0.003, respectively) but preserved in those without DPN (all p > 0.05). Multivariable linear regression analyses adjusting for confounders demonstrated that DPN was independently associated with LV radial and longitudinal PS (ß = - 3.025 and 1.187, p = 0.014 and 0.003, respectively) and PDSR (ß = 0.283 and - 0.086, p = 0.016 and 0.001, respectively), as well as radial PSSR (ß = - 0.266, p = 0.007). CONCLUSIONS: There was more severe subclinical LV dysfunction in T2DM patients complicated with DPN than those without DPN, suggesting further prospective study with more active intervention in this cohort of patients.


Subject(s)
Asymptomatic Diseases , Diabetes Mellitus, Type 2 , Diabetic Cardiomyopathies , Diabetic Neuropathies , Magnetic Resonance Imaging, Cine , Predictive Value of Tests , Ventricular Dysfunction, Left , Ventricular Function, Left , Humans , Male , Female , Middle Aged , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/etiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/diagnostic imaging , Diabetic Neuropathies/etiology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/epidemiology , Aged , Case-Control Studies , Diabetic Cardiomyopathies/physiopathology , Diabetic Cardiomyopathies/diagnostic imaging , Diabetic Cardiomyopathies/etiology , Risk Factors , Prevalence , Cross-Sectional Studies , Stroke Volume , Myocardial Contraction
17.
Zhonghua Yi Xue Za Zhi ; 104(21): 1987-1993, 2024 Jun 04.
Article in Chinese | MEDLINE | ID: mdl-38825942

ABSTRACT

Objective: To test the new method of iMAX (the minimum stimulus current that elicits the maximum compound muscle action potential amplitude) electrodiagnosis, verify the feasibility of this method in evaluating the excitability of peripheral motor axons, and preliminarily explore the clinical application value. Methods: This study was a cross-sectional study. A total of 50 healthy subjects were recruited from the outpatient department of Peking University Third Hospital from June 2022 to March 2023, including 25 males and 25 females, aged 25-68 (48±8) years. Eleven patients with Charcot-Marie-Pain-1A (CMT1A), 7 males and 4 females, aged 19-55 (41±13) years and 21 patients with diabetic peripheral neuropathy (DPN), 10 males and 11 females, aged 28-79 (53±16) years were enrolled in this study. iMAX of bilateral median nerves, ulnar nerves and peroneal nerves were detected in all patients. Repeatable motor responses with minimum motor threshold and amplitude of at least 0.1 mV and the minimum stimulus current intensity, at which the maximum compound muscle action potential amplitude is elicited, were measured respectively [1 mA increment is called (iUP) and, 0.1 mA adjustment is called (iMAX)].Comparison of the parameters: the parameters of threshold, iUP and iMAX were compared among different age groups, genders and sides, body mass index(BMI) values and detection time , as well as between CMT1A patients, DPN patients and healthy subjects. Results: In healthy subjects, the threshold, iUP value and iMAX value were (1.8±0.7) mA, (4.4±1.2) mA, and (4.2±1.3) mA respectively; ulnar nerve (3.1±1.6) mA, (6.8±3.2) mA, (6.4±3.2) mA; peroneal nerve (3.7±2.0) mA, (7.8±2.8) mA, (7.4±2.9) mA. There were statistically significant differences in threshold, iUP value and iMAX value among different age groups (all P<0.001).With the increase of age, there was a trend of increasing threshold, iUP, and iMAX values in different nerves, and the differences are statistically significant (all P<0.001). There were no significant differences in gender, side and detection time threshold, iUP value and iMAX value (all P>0.05). The parameters of healthy subjects with high BMI value were higher than those of healthy subjects with low BMI value(all P<0.05). Compared with the healthy subjects, the parameters of 11 CMT1A patients were significantly increased (all P<0.05), and the parameters of 21 DPN patients were slightly increased (P<0.05). Conclusion: The new iMAX method reflects the excitability of motor axons and early axonal dysfunction, which is an important supplement to the traditional nerve conduction, and can be used to monitor motor axon excitability disorders.


Subject(s)
Action Potentials , Electrodiagnosis , Humans , Female , Male , Middle Aged , Adult , Cross-Sectional Studies , Aged , Electrodiagnosis/methods , Motor Neurons/physiology , Median Nerve/physiopathology , Neural Conduction , Ulnar Nerve , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Peripheral Nerves/physiopathology , Electric Stimulation , Electromyography
18.
Gait Posture ; 112: 159-166, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38797052

ABSTRACT

BACKGROUND: Decreased muscle volume and increased muscle-associated adipose tissue (MAAT, sum of intra and inter-muscular adipose tissue) of the foot intrinsic muscle compartment are associated with deformity, decreased function, and increased risk of ulceration and amputation in those with diabetic peripheral neuropathy (DPN). RESEARCH QUESTION: What is the muscle quality (normal, abnormal muscle, and adipose volumes) of the DPN foot intrinsic compartment, how does it change over time, and is muscle quality related to gait and foot function? METHODS: Computed tomography was performed on the intrinsic foot muscle compartment of 45 subjects with DPN (mean age: 67.2 ± 6.4 years) at baseline and 3.6 years. Images were processed to obtain volumes of MAAT, highly abnormal, mildly abnormal, and normal muscle. For each category, annual rates of change were calculated. Paired t-tests compared baseline and follow-up. Foot function during gait was assessed using 3D motion analysis and the Foot and Ankle Ability Measure. Correlations between muscle compartment and foot function during gait were analyzed using Pearson's correlations. RESULTS: Total muscle volume decreased, driven by a loss of normal muscle and mildly abnormal muscle (p<0.05). MAAT and the adipose-muscle ratio increased. At baseline, 51.5% of the compartment was abnormal muscle or MAAT, increasing to 55.0% at follow-up. Decreased total muscle volume correlated with greater midfoot collapse during gait (r = -0.40, p = 0.02). Greater volumes of highly abnormal muscle correlated with a lower FAAM score (r = -0.33, p = 0.03). SIGNIFICANCE: Muscle volume loss may progress in parallel with MAAT accumulation, impacting contractile performance in individuals with DPN. Only 48.5% of the DPN intrinsic foot muscle compartment consists of normal muscle and greater abnormal muscle is associated with worse foot function. These changes identify an important target for rehabilitative intervention to slow or prevent muscle deterioration and poor foot outcomes.


Subject(s)
Diabetic Neuropathies , Muscle, Skeletal , Tomography, X-Ray Computed , Humans , Aged , Male , Female , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/physiopathology , Diabetic Neuropathies/physiopathology , Diabetic Neuropathies/diagnostic imaging , Middle Aged , Adipose Tissue/diagnostic imaging , Foot/diagnostic imaging , Foot/physiopathology , Gait/physiology
19.
Rev Assoc Med Bras (1992) ; 70(5): e20231727, 2024.
Article in English | MEDLINE | ID: mdl-38775536

ABSTRACT

OBJECTIVE: Diabetes mellitus, per se, is a global health concern, which is often accompanied by complications such as diabetic neuropathy. This prospective observational study purposed to assess the durations of spinal sensory block and motor blocks in individuals with and without diabetes mellitus who had undergone spinal anesthesia. METHODS: This study incorporated 80 cases, which were evenly divided into spinal sensory block without diabetes mellitus and spinal sensory block with diabetes mellitus. Various parameters were recorded at different time points, including heart rate, mean arterial blood pressure, SpO2, and spinal block characteristics. Notable measures included maximum spinal sensory block onset time, time to reach the 10th thoracic vertebra (T10), maximal spinal sensory block, time for Bromage scores, and block regression while controlling for age-related variations. RESULTS: Patients in the diabetic group exhibited extended block durations, with significant differences in heart rate noted at specific time points. Regarding the spinal block characteristics, the "maximum onset of SSB" and the "time to reach the T10" were more prolonged in the SSBwDM without significance. Maximum sensory spinal sensory block did not differ. However, some cases in the SSBwDM displayed blocks extending up to the T6. The times to achieve Bromage motor block scores 1-3 were shorter in SSBwDM and lost significance regarding age. Notably, the regression time was longer in SSBwDM, which held significance for both parameters. CONCLUSION: Diabetic cases commonly encounter prolonged block durations post-subarachnoid intervention, potentially linked to nerve sensitivity, age-related changes, and glycemic control. As such, attenuated local doses for diabetic neuropathic cases may enhance early mobilization, attenuate thromboembolic events, and expedite gastrointestinal recovery.


Subject(s)
Anesthesia, Spinal , Humans , Prospective Studies , Male , Female , Middle Aged , Time Factors , Aged , Adult , Anesthesia, Spinal/adverse effects , Diabetic Neuropathies/physiopathology , Heart Rate/physiology , Diabetes Mellitus/physiopathology
20.
Diabet Med ; 41(9): e15340, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38741266

ABSTRACT

AIMS: Impaired awareness of hypoglycaemia (IAH) increases the risk of severe hypoglycaemia in people with type 1 diabetes mellitus (T1DM). IAH can be reversed through meticulous avoidance of hypoglycaemia. Diabetic autonomic neuropathy (DAN) has been proposed as an underlying mechanism contributing to IAH; however, data are inconsistent. The aim of this study was to examine the effects of cardiac autonomic neuropathy (CAN) on IAH reversibility inT1DM. METHODS: Participants with T1DM and IAH (Gold score ≥4) recruited to the HypoCOMPaSS (24-week 2 × 2 factorial randomised controlled) trial were included. All underwent screening for cardiac autonomic function testing at baseline and received comparable education and support aimed at avoiding hypoglycaemia and improving hypoglycaemia awareness. Definite CAN was defined as the presence of ≥2 abnormal cardiac reflex tests. Participants were grouped according to their CAN status, and changes in Gold score were compared. RESULTS: Eighty-three participants (52 women [62.7%]) were included with mean age (SD) of 48 (12) years and mean HbA1c of 66 (13) mmol/mol (8.2 [3.3] %). The mean duration of T1DM was 29 (13) years. The prevalence of CAN was low with 5/83 (6%) participants having definite autonomic neuropathy with 11 (13%) classified with possible/early neuropathy. All participants, regardless of the autonomic function status, showed a mean improvement in Gold score of ≥1 (mean improvement -1.2 [95% CI -0.8, -1.6]; p < 0.001). CONCLUSIONS: IAH can be improved in people with T1DM, and a long duration of disease, with and without cardiac autonomic dysfunction. These data suggest that CAN is not a prime driver for modulating IAH reversibility.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetic Neuropathies , Hypoglycemia , Humans , Female , Male , Diabetic Neuropathies/epidemiology , Diabetic Neuropathies/physiopathology , Middle Aged , Hypoglycemia/epidemiology , Adult , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/physiopathology , Awareness , Hypoglycemic Agents/therapeutic use
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