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Keywords = diabetic peripheral neuropathy (DPN)

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17 pages, 1352 KiB  
Review
Role of Mitochondrial Dysfunction in Neuropathy
by Nidia Espinoza and Vassilios Papadopoulos
Int. J. Mol. Sci. 2025, 26(7), 3195; https://doi.org/10.3390/ijms26073195 - 29 Mar 2025
Viewed by 576
Abstract
Diabetes mellitus is characterized by a state of hyperglycemia, which can lead to severe complications if left untreated or poorly managed. Diabetic peripheral neuropathy (DPN) is one common complication. This condition is characterized by damage to the nerves that supply the legs and [...] Read more.
Diabetes mellitus is characterized by a state of hyperglycemia, which can lead to severe complications if left untreated or poorly managed. Diabetic peripheral neuropathy (DPN) is one common complication. This condition is characterized by damage to the nerves that supply the legs and feet as well as problems with blood vessels, the heart, or urinary tract. To alleviate pain for patients, clinicians resort to long-term treatment regimens of nerve pain medications, which are usually either anticonvulsants or antidepressants. However, little is understood about the underlying mechanisms of DPN. Many pathogenic pathways have been proposed, one of which is mitochondrial dysfunction. Mitochondrial dysfunction includes a range of possible deficiencies given the number of functions controlled by or located in mitochondria, including their core function of bioenergetics. This review focuses on mitochondrial bioenergetics, including respiration/ATP synthesis and reactive oxygen species (ROS) production, as well as calcium homeostasis and apoptosis, and their potential as targets for the effective treatment of diabetic peripheral neuropathy. Full article
(This article belongs to the Section Biochemistry)
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24 pages, 6292 KiB  
Article
Role of Galactosylceramide Metabolism in Satellite Glial Cell Dysfunction and Neuron–Glia Interactions in Painful Diabetic Peripheral Neuropathy
by Xin Xu, Yue Zhang, Shuo Li, Chenlong Liao, Xiaosheng Yang and Wenchuan Zhang
Cells 2025, 14(6), 393; https://doi.org/10.3390/cells14060393 - 7 Mar 2025
Viewed by 703
Abstract
Diabetic peripheral neuropathy (DPN) is a prevalent and disabling complication of diabetes, with painful diabetic peripheral neuropathy (PDPN) being its most severe subtype due to chronic pain and resistance to treatment. Satellite glial cells (SGCs), critical for maintaining dorsal root ganglion (DRG) homeostasis, [...] Read more.
Diabetic peripheral neuropathy (DPN) is a prevalent and disabling complication of diabetes, with painful diabetic peripheral neuropathy (PDPN) being its most severe subtype due to chronic pain and resistance to treatment. Satellite glial cells (SGCs), critical for maintaining dorsal root ganglion (DRG) homeostasis, undergo significant structural and functional changes under pathological conditions. This study investigated the role of galactosylceramide (GalCer), a key sphingolipid, in SGC dysfunction and neuron–glia interactions during DPN progression. Using a rat model of PDPN, we employed single-cell RNA sequencing (scRNA-seq), targeted mass spectrometry, and immunofluorescence analysis. The PDPN group exhibited transcriptional activation and structural reorganization of SGCs, characterized by increased SGC abundance and glial activation, evidenced by elevated Gfap expression. Functional enrichment analyses revealed disruptions in sphingolipid metabolism, including marked reductions in GalCer levels. Subclustering identified vulnerable SGC subsets, such as Cluster a, with dysregulated lipid metabolism. The depletion of GalCer impaired SGC-neuron communication, destabilizing DRG homeostasis and amplifying neurodegeneration and neuropathic pain. These findings demonstrate that GalCer depletion is a central mediator of SGC dysfunction in PDPN, disrupting neuron–glia interactions and exacerbating neuropathic pain. This study provides novel insights into the molecular mechanisms of DPN progression and identifies GalCer metabolism as a potential therapeutic target. Full article
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10 pages, 487 KiB  
Article
Association of Nerve Conduction Study Variables with Hematologic Tests in Patients with Type 2 Diabetes Mellitus
by Jung-Eun Han, Jun-Hwan Choi, So-Yeon Yoo, Gwan-Pyo Koh, Sang-Ah Lee, So-Young Lee and Hyun-Jung Lee
Medicina 2025, 61(3), 430; https://doi.org/10.3390/medicina61030430 - 28 Feb 2025
Viewed by 551
Abstract
Background and Objective: Diabetic peripheral neuropathy (DPN) is a prevalent complication of type 2 diabetes mellitus (T2DM), with nerve conduction studies (NCSs) serving as the diagnostic gold standard. Early diagnosis is critical for effective management, yet many cases are detected late due [...] Read more.
Background and Objective: Diabetic peripheral neuropathy (DPN) is a prevalent complication of type 2 diabetes mellitus (T2DM), with nerve conduction studies (NCSs) serving as the diagnostic gold standard. Early diagnosis is critical for effective management, yet many cases are detected late due to the gradual onset of symptoms. This study explores the relationship between hematological tests and NCS outcomes in T2DM patients to improve the early detection of DPN. Material and Methods: This retrospective study involved T2DM patients exhibiting neuropathic symptoms, and patients were divided based on NCS findings into groups with normal and abnormal results to assess the diagnostic value of various hematological markers, clinical, and demographic data for DPN. Results: Among 400 participants, 57% (n = 228) had abnormal NCS results indicative of DPN. Significant differences were observed in the abnormal-NCS group, including older age, longer diabetes duration, higher levels of fasting plasma glucose, HbA1c, and apolipoprotein B, along with lower eGFR, HDL-C, and Apo A-I levels. Notably, negative correlations were found between HDL-C, Apo A-I, vitamin B12, and specific NCS measurements, while positive correlations existed with sural sensory nerve amplitudes. Multivariate analysis highlighted the importance of age, diabetes duration, hyperglycemia, and specific hematologic markers in predicting DPN. Conclusions: The findings confirm that NCSs, combined with hematologic testing, can effectively identify DPN in T2DM patients. Consistent with prior research, prolonged hyperglycemia and nephropathy progression are strongly linked to DPN development. Additionally, lower levels of HDL-C, Apo A-I, and vitamin B12 are associated with the condition, suggesting their potential utility in early diagnostic protocols. Full article
(This article belongs to the Special Issue Advances in Clinical Diabetes, Obesity, and Metabolic Diseases)
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18 pages, 2271 KiB  
Review
Cytokine Signaling in Diabetic Neuropathy: A Key Player in Peripheral Nerve Damage
by Zahra Nashtahosseini, Majid Eslami, Elham Paraandavaji, Alireza Haraj, Bahram Fadaee Dowlat, Ehsan Hosseinzadeh, Valentyn Oksenych and Ramtin Naderian
Biomedicines 2025, 13(3), 589; https://doi.org/10.3390/biomedicines13030589 - 28 Feb 2025
Viewed by 1102
Abstract
Diabetic peripheral neuropathy (DPN) is a debilitating complication of diabetes mellitus, characterized by progressive nerve damage driven by chronic hyperglycemia and systemic inflammation. The pathophysiology of DPN is significantly influenced by pro-inflammatory cytokines, such as IL-1β, IL-6, and TNF-α. These cytokines promote oxidative [...] Read more.
Diabetic peripheral neuropathy (DPN) is a debilitating complication of diabetes mellitus, characterized by progressive nerve damage driven by chronic hyperglycemia and systemic inflammation. The pathophysiology of DPN is significantly influenced by pro-inflammatory cytokines, such as IL-1β, IL-6, and TNF-α. These cytokines promote oxidative stress, vascular dysfunction, and neuronal degeneration by activating important signaling pathways including NF-κB and MAPK. While IL-6 promotes a pro-inflammatory microenvironment, increasing neuronal damage and neuropathic pain, TNF-α and IL-1β worsen Schwann cell failure by compromising axonal support and causing demyelination. Immune cell infiltration and TLR activation increase the inflammatory cascade in DPN, resulting in a persistent neuroinflammatory state that sustains peripheral nerve injury. The main characteristics of DPN are axonal degeneration, decreased neurotrophic support, and Schwann cell dysfunction, which weaken nerve transmission and increase susceptibility to damage. Advanced glycation end-products, TNF-α, and CXCL10 are examples of biomarkers that may be used for early diagnosis and disease progression monitoring. Additionally, crucial molecular targets have been found using proteomic and transcriptome techniques, enabling precision medicine for the treatment of DPN. This review emphasizes the importance of cytokine signaling in the pathogenesis of DPN and how cytokine-targeted treatments might reduce inflammation, restore nerve function, and improve clinical outcomes for diabetic patients. Full article
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15 pages, 559 KiB  
Article
The Burden of Diabetic Foot Ulcers on Hospital Admissions and Costs in Romania
by Adriana Rusu, Gabriela Roman, Bogdan Stancu and Cornelia Bala
J. Clin. Med. 2025, 14(4), 1248; https://doi.org/10.3390/jcm14041248 - 13 Feb 2025
Viewed by 664
Abstract
Background/Objectives: Diabetic foot ulcers represent an important economic burden for healthcare systems worldwide. We aimed to analyze the costs of care for diabetic foot ulcers (DFUs) associated with peripheral neuropathy (DPN) and peripheral arterial disease (PAD) and their trends in a tertiary-care [...] Read more.
Background/Objectives: Diabetic foot ulcers represent an important economic burden for healthcare systems worldwide. We aimed to analyze the costs of care for diabetic foot ulcers (DFUs) associated with peripheral neuropathy (DPN) and peripheral arterial disease (PAD) and their trends in a tertiary-care hospital. Methods: We used data from the electronic system of the Emergency Clinical County Hospital Cluj-Napoca, Romania. We included all episodes of hospitalization with a discharge date between 1 January 2015 and the 31 December 2018 and a discharge diagnosis of type 1 or type 2 diabetes, DPN, PAD, and foot ulcers. Results: During the analyzed period, 1094 episodes of hospitalization with type 1 or type 2 diabetes and DFUs were recorded. Of these, 25.9% had neuropathic, 47.1% ischemic, and 16.6% neuroischemic DFUs. The median length of hospital stay was 8.0 days, and the median cost per episode of hospitalization was 810.8 EUR, with no significant variations during the analyzed years. The cost per episode of hospitalization was higher in cases with ischemic DFUs than for other etiologies of foot ulcers for 2015–2017 (p < 0.001). In 2018, the costs for ischemic and neuroischemic DFUs were similar and significantly higher compared to neuropathic ones. Predictors of higher costs per episode of hospitalization included the etiology of the DFUs (β = 0.032, p = 0.034) and the length of hospital stay (β = 0.860, p < 0.001). Conclusions: By analyzing data from a tertiary care hospital, we showed higher costs for the care of persons with ischemic DFU. Full article
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26 pages, 2433 KiB  
Article
Effects of Spinal Cord Stimulation in Patients with Small Fiber and Associated Comorbidities from Neuropathy After Multiple Etiologies
by Ángeles Canós-Verdecho, Ara Bermejo, Beatriz Castel, Rosa Izquierdo, Ruth Robledo, Elisa Gallach, Teresa Sevilla, Pilar Argente, Ismael Huertas, Isabel Peraita-Costa and María Morales-Suarez-Varela
J. Clin. Med. 2025, 14(2), 652; https://doi.org/10.3390/jcm14020652 - 20 Jan 2025
Viewed by 1462
Abstract
Objectives: The aim of this study was to evaluate the effects of spinal cord stimulation (SCS) on pain, neuropathic symptoms, and other health-related metrics in patients with chronic painful peripheral neuropathy (PN) from multiple etiologies. Methods: A prospective single center observational longitudinal cohort [...] Read more.
Objectives: The aim of this study was to evaluate the effects of spinal cord stimulation (SCS) on pain, neuropathic symptoms, and other health-related metrics in patients with chronic painful peripheral neuropathy (PN) from multiple etiologies. Methods: A prospective single center observational longitudinal cohort study assessed SCS efficacy from April 2023 to May 2024, with follow-ups at 2, 4, 6, and 12 months in 19 patients suffering from the painful polyneuropathy of diverse etiologies: diabetic (DPN), idiopathic (CIAP), chemotherapy-induced (CIPN), and others. Patients were implanted with a neurostimulator (WaveWriter AlphaTM, Boston Scientific Corporation, Valencia, CA, USA) and percutaneous leads targeting the lower limbs (T10–T11) and, if necessary, the upper limbs (C4–C7). Stimulation programming was individualized based on patient preference and best response. Assessments were performed before and after implantation and included pain intensity (VAS and DN4), neuropathic pain symptoms (NPSI and SF-MPQ-2), autonomic symptoms (SFN-SIQ and SAS), sensory and small fiber nerve injury (UENS), functionality (GAF), sleep (CPSI), global impression of change (CGI and PGI), and quality of life (EQ-VAS and EQ-5D). Intra-epidermal nerve fiber density (IENFD) via skin biopsy was also performed at baseline (diagnostic) and after 12 months to assess potential small fiber re-growth. Statistical analyses were conducted to determine the evolution of treatment success. Results: To date, 19 patients have undergone implantation and completed follow-up. SCS produced a significant consistent and sustained improvement in pain intensity by 49% in DN4 and 76% in VAS, in neuropathic pain symptoms by 73%, in autonomic symptoms by 26–30%, in the sensorimotor physical exam by 8%, in functionality by 44%, in sleep by 74%, and in quality of life (69% for EQ-VAS and 134% EQ-5D). Both clinicians and patients had a meaningful global impression of change, at 1.1 and 1.3, respectively. Distal intra-epidermal nerve fiber density improved by 22% at 12 months while proximal intra-epidermal nerve fiber density decreased by 18%. Conclusions: SCS is an effective therapy for managing various types of PN. Full article
(This article belongs to the Section Clinical Neurology)
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10 pages, 717 KiB  
Article
Application of NerveCheck Master in the Diagnosis of Diabetic Peripheral Neuropathy
by Raquel García de la Peña, Mercedes Ortiz Romero, José María Juárez Jiménez and Ana María Rayo Pérez
Diabetology 2025, 6(1), 3; https://doi.org/10.3390/diabetology6010003 - 2 Jan 2025
Viewed by 937
Abstract
Backgraund/Objetive: Diabetic peripheral neuropathy is a condition that affects the motor, sensory, and autonomic fibers of the peripheral nervous system, with distal polyneuropathy being its most common form. Traditional methods for diagnosing sensory loss, such as tactile assessment, temperature evaluation, and vibratory [...] Read more.
Backgraund/Objetive: Diabetic peripheral neuropathy is a condition that affects the motor, sensory, and autonomic fibers of the peripheral nervous system, with distal polyneuropathy being its most common form. Traditional methods for diagnosing sensory loss, such as tactile assessment, temperature evaluation, and vibratory perception threshold testing, are labor intensive and time consuming. Results: To effectively assess thermal and vibratory sensitivity, NerveCheck Master is an affordable and portable device that uses standardized stimuli to measure sensory response. Conclusions: Compared to traditional methods like the infrared laser thermometer, the Rydel–Seiffer tuning fork, and the Semmes–Weinstein monofilament, this device provides definitive results regarding the severity of DPN. Full article
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11 pages, 217 KiB  
Article
D1S-Neuro Program: Frequency and Risk Factors for the Development of Diabetic Neuropathy in Pediatric Patients with Type 1 Diabetes Mellitus, a Single Center Study
by Marco Piccoli, Joaquin Gutierrez de Rubalcava Doblas, Patrizia Furlan, Silvia Cocchio, Alessandro Zamberlan, Gloria Panzeri, Vincenzo Baldo and Carlo Moretti
Biomedicines 2025, 13(1), 19; https://doi.org/10.3390/biomedicines13010019 - 26 Dec 2024
Viewed by 733
Abstract
Introduction: Diabetic neuropathy is the most common long-term complication of diabetes mellitus, widely studied in the adult population, but its prevalence in children and adolescents has not yet been clearly defined. Materials and Methods: Diabetic patients over 11 years old and with at [...] Read more.
Introduction: Diabetic neuropathy is the most common long-term complication of diabetes mellitus, widely studied in the adult population, but its prevalence in children and adolescents has not yet been clearly defined. Materials and Methods: Diabetic patients over 11 years old and with at least 5 years of diabetes were subjected to specific tests for the screening of diabetic peripheral neuropathy (DPN) and for the diagnosis of cardiac autonomic neuropathy (CAN). Additionally, all data related to the patients’ average hemoglobin (HbA1c) levels over the last year and the past 5 years and the monitoring and insulin delivery technology used were collected. Results: Tests were performed on a total of 81 patients. DN diagnostic tests identified 17 patients with signs of neuropathy (21.0%), specifically 11 with DPN (13.6%) and 7 with CAN (8.6%). Data showed that the 5-year HbA1c of those diagnosed with DPN was significantly higher compared to those without a diagnosis. The analysis also highlighted that an average HbA1c level over 5 years greater than 8.5% increases the risk of DPN by 10 times. Conclusions: This article confirms that diabetic neuropathy begins to develop even in pediatric patients, that various nerve conduction systems may be affected, and that poorer glycometabolic control is associated with an increased risk of developing DN. These results highlight the importance of early screening and prevention through tight glycometabolic control. Full article
19 pages, 3301 KiB  
Article
Administration of AICAR, an AMPK Activator, Prevents and Reverses Diabetic Polyneuropathy (DPN) by Regulating Mitophagy
by Krish Chandrasekaran, Joungil Choi, Mohammad Salimian, Ahmad F. Hedayat and James W. Russell
Int. J. Mol. Sci. 2025, 26(1), 80; https://doi.org/10.3390/ijms26010080 - 25 Dec 2024
Cited by 1 | Viewed by 1431
Abstract
Diabetic peripheral neuropathy (DPN) is a common complication of diabetes in both Type 1 (T1D) and Type 2 (T2D). While there are no specific medications to prevent or treat DPN, certain strategies can help halt its progression. In T1D, maintaining tight glycemic control [...] Read more.
Diabetic peripheral neuropathy (DPN) is a common complication of diabetes in both Type 1 (T1D) and Type 2 (T2D). While there are no specific medications to prevent or treat DPN, certain strategies can help halt its progression. In T1D, maintaining tight glycemic control through insulin therapy can effectively prevent or delay the onset of DPN. However, in T2D, overall glucose control may only have a moderate impact on DPN, although exercise is clearly beneficial. Unfortunately, optimal exercise may not be feasible for many patients with DPN because of neuropathic foot pain and poor balance. Exercise has several favorable effects on health parameters, including body weight, glycemic control, lipid profile, and blood pressure. We investigated the impact of an exercise mimetic, 5-aminoimidazole-4-carboxamide ribonucleotide (AICAR), on DPN. AICAR treatment prevented or reversed experimental DPN in mouse models of both T2D and T1D. AICAR in high-fat diet (HFD-fed) mice increased the phosphorylation of AMPK in DRG neuronal extracts, and the ratio of phosphorylated AMPK to total AMPK increased by 3-fold (HFD vs. HFD+AICAR; p < 0.001). Phospho AMP increased the levels of dynamin-related protein 1 (DRP1, a mitochondrial fission marker), increased phosphorylated autophagy activating kinase 1 (ULK1) at Serine-555, and increased microtubule-associated protein light chain 3-II (LC3-II, a marker for autophagosome assembly) by 2-fold. Mitochondria isolated from DRG neurons of HFD-fed had a decrease in ADP-stimulated state 3 respiration (120 ± 20 nmol O2/min in HFD vs. 220 ± 20 nmol O2/min in control diet (CD); p < 0.001. Mitochondria isolated from HFD+AICAR-treated mice had increased state 3 respiration (240 ± 30 nmol O2/min in HFD+AICAR). However, AICAR’s protection in DPN in T2D mice was also mediated by its effects on insulin sensitivity, glucose metabolism, and lipid metabolism. Drugs that enhance AMPK phosphorylation may be beneficial in the treatment of DPN. Full article
(This article belongs to the Special Issue Mitochondrial Metabolism Alterations in Health and Disease)
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11 pages, 239 KiB  
Article
Evaluation of the Impact of Advanced Glycation End-Products on Peripheral Neuropathy Outcomes in Type 2 Diabetes
by Indumathi Singh, Tushar Issar, Ann M. Poynten, Kerry-Lee Milner, Arun V. Krishnan and Roshan Dhanapalaratnam
Biomedicines 2024, 12(11), 2518; https://doi.org/10.3390/biomedicines12112518 - 4 Nov 2024
Viewed by 1214
Abstract
Background: Type 2 diabetes (T2DM) affects over 500 million people worldwide, and over 50% of this group experience the most common complication, diabetic peripheral neuropathy (DPN). The presence of advanced glycation end-products (AGEs) has been linked with the development of DPN. The [...] Read more.
Background: Type 2 diabetes (T2DM) affects over 500 million people worldwide, and over 50% of this group experience the most common complication, diabetic peripheral neuropathy (DPN). The presence of advanced glycation end-products (AGEs) has been linked with the development of DPN. The present study assessed AGE levels in participants with type 2 diabetes and explored the hypothesis that there may be increased AGE levels in more severe DPN. Methods: A total of 124 participants with T2DM were consecutively recruited, and they underwent skin autofluorescence, clinical assessment for peripheral neuropathy, peripheral nerve ultrasound, nerve conduction studies, and axonal excitability assessment. Results: AGE accumulation showed weak but significant correlations with neuropathy severity and reduced nerve conduction function. However, after adjusting for confounding variables, a linear regression analysis did not reveal significant associations between the AGE levels and neuropathy outcomes. Conclusions: The present study suggests that the accumulation of AGE is not associated with the clinical, electrophysiological, and morphological measures of neuropathy in T2DM. Full article
11 pages, 5269 KiB  
Article
Daphnetin Protects Schwann Cells Against High-Glucose-Induced Oxidative Injury by Modulating the Nuclear Factor Erythroid 2-Related Factor 2/Glutamate–Cysteine Ligase Catalytic Subunit Signaling Pathway
by Chih-Yuan Ko, Run-Tian Meng, Chung-Hsin Wu, Thi Kim Ngan Nguyen, Yu-En Chen, James Swi-Bea Wu, Wen-Chung Huang and Szu-Chuan Shen
Plants 2024, 13(21), 3066; https://doi.org/10.3390/plants13213066 - 31 Oct 2024
Cited by 1 | Viewed by 1191
Abstract
Diabetic peripheral neuropathy (DPN), a common complication of diabetes mellitus, is primarily characterized by damage to Schwann cells caused by oxidative stress under hyperglycemic conditions. Recently, we demonstrated the ability of coumarin-rich Ficus formosana Maxim. to alleviate DPN in ovariectomized diabetic mice. However, [...] Read more.
Diabetic peripheral neuropathy (DPN), a common complication of diabetes mellitus, is primarily characterized by damage to Schwann cells caused by oxidative stress under hyperglycemic conditions. Recently, we demonstrated the ability of coumarin-rich Ficus formosana Maxim. to alleviate DPN in ovariectomized diabetic mice. However, the underlying mechanisms remain unclear. In this study, we established an in vitro DPN model using RSC96 Schwann cells exposed to high glucose levels. Daphnetin, a natural coumarin found abundantly in Ficus formosana Maxim., was co-incubated with Schwann cells in a high-glucose medium to investigate its protective effects against DPN. The free radical scavenging capacity of daphnetin was evaluated, along with assessments of cell viability, apoptosis, H2O2 levels, and the expression of proteins by the nuclear factor erythroid 2-related factor 2 (Nrf2)/glutamate–cysteine ligase catalytic subunit (GCLC) pathway in RSC96 Schwann cells. The results showed that daphnetin was non-toxic within the tested concentration range of 6.25 μM to 50 μM in RSC96 Schwann cells. Moreover, daphnetin significantly improved cell viability, exhibited strong antioxidant activity, reduced H2O2 levels, and regulated the Nrf2/GCLC pathway protein expressions in RSC96 cells cultured in high-glucose medium. Additionally, daphnetin influenced apoptosis-related proteins by decreasing the expression levels of Bax and Caspase 3, while increasing the Bcl-2 expression level in high-glucose-treated RSC96 cells. These findings suggest that daphnetin may alleviate oxidative stress induced by high glucose levels through activation of the Nrf2/GCLC pathway and inhibition of Schwann cell apoptosis, underscoring its potential as a therapeutic agent for DPN. Full article
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16 pages, 2663 KiB  
Article
Bag of Feature-Based Ensemble Subspace KNN Classifier in Muscle Ultrasound Diagnosis of Diabetic Peripheral Neuropathy
by Kadhim K. Al-Barazanchi, Ali H. Al-Timemy and Zahid M. Kadhim
Math. Comput. Appl. 2024, 29(5), 95; https://doi.org/10.3390/mca29050095 - 20 Oct 2024
Viewed by 1059
Abstract
Muscle ultrasound quantification is a valuable complementary diagnostic tool for diabetic peripheral neuropathy (DPN), enhancing physicians’ diagnostic capabilities. Quantitative assessment is generally regarded as more reliable and sensitive than visual evaluation, which often necessitates specialized expertise. This work develops a computer-aided diagnostic (CAD) [...] Read more.
Muscle ultrasound quantification is a valuable complementary diagnostic tool for diabetic peripheral neuropathy (DPN), enhancing physicians’ diagnostic capabilities. Quantitative assessment is generally regarded as more reliable and sensitive than visual evaluation, which often necessitates specialized expertise. This work develops a computer-aided diagnostic (CAD) system based on muscle ultrasound that integrates the bag of features (BOF) and an ensemble subspace k-nearest neighbor (KNN) algorithm for DPN detection. The BOF creates a histogram of visual word occurrences to represent the muscle ultrasound images and trains an ensemble classifier through cross-validation, determining optimal parameters to improve classification accuracy for the ensemble diagnosis system. The dataset includes ultrasound images of six muscles from 53 subjects, consisting of 27 control and 26 patient cases. An empirical analysis was conducted for each binary classifier based on muscle type to select the best vocabulary tree properties or K values for BOF. The result indicates that ensemble subspace KNN classification, based on the bag of features, achieved an accuracy of 97.23%. CAD systems can effectively diagnose muscle pathology, thereby addressing limitations and identifying issues in individuals with diabetes. This research underscores muscle ultrasound as a promising diagnostic tool to aid physicians in making accurate diagnoses, streamlining workflow, and uncovering muscle-related complications in DPN patients. Full article
(This article belongs to the Section Engineering)
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17 pages, 1682 KiB  
Review
Unveiling the Role of Schwann Cell Plasticity in the Pathogenesis of Diabetic Peripheral Neuropathy
by Nurul Husna Abd Razak, Jalilah Idris, Nur Hidayah Hassan, Fazlin Zaini, Noorzaid Muhamad and Muhammad Fauzi Daud
Int. J. Mol. Sci. 2024, 25(19), 10785; https://doi.org/10.3390/ijms251910785 - 8 Oct 2024
Viewed by 2644
Abstract
Diabetic peripheral neuropathy (DPN) is a prevalent complication of diabetes that affects a significant proportion of diabetic patients worldwide. Although the pathogenesis of DPN involves axonal atrophy and demyelination, the exact mechanisms remain elusive. Current research has predominantly focused on neuronal damage, overlooking [...] Read more.
Diabetic peripheral neuropathy (DPN) is a prevalent complication of diabetes that affects a significant proportion of diabetic patients worldwide. Although the pathogenesis of DPN involves axonal atrophy and demyelination, the exact mechanisms remain elusive. Current research has predominantly focused on neuronal damage, overlooking the potential contributions of Schwann cells, which are the predominant glial cells in the peripheral nervous system. Schwann cells play a critical role in neurodevelopment, neurophysiology, and nerve regeneration. This review highlights the emerging understanding of the involvement of Schwann cells in DPN pathogenesis. This review explores the potential role of Schwann cell plasticity as an underlying cellular and molecular mechanism in the development of DPN. Understanding the interplay between Schwann cell plasticity and diabetes could reveal novel strategies for the treatment and management of DPN. Full article
(This article belongs to the Special Issue Peripheral Neuropathies: Molecular Research and Novel Therapy)
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21 pages, 6909 KiB  
Article
Maltol Improves Peripheral Nerve Function by Inhibiting Schwann Cell Apoptosis via the PERK/eIF2α/CHOP Pathway and MME Upregulation in Diabetic Peripheral Neuropathy
by Jiawei Li, Quan Liu, Shuainan Liu, Hong Xin, Xuemei Zhang and Nan Guo
Pharmaceuticals 2024, 17(9), 1139; https://doi.org/10.3390/ph17091139 - 29 Aug 2024
Cited by 2 | Viewed by 1170
Abstract
Diabetic peripheral neuropathy (DPN) is the most prevalent chronic complication among diabetic patients and a primary risk factor contributing to the deterioration of diabetic foot conditions. The pathogenesis of DPN remains complex and not fully understood, and there are hardly any effective treatment [...] Read more.
Diabetic peripheral neuropathy (DPN) is the most prevalent chronic complication among diabetic patients and a primary risk factor contributing to the deterioration of diabetic foot conditions. The pathogenesis of DPN remains complex and not fully understood, and there are hardly any effective treatment drugs. Maltol (3-hydroxy-2-methyl-4-pyranone) has demonstrated antioxidant and anti-inflammatory properties. However, the potential role of maltol in the treatment of DPN remains unclear. This study aimed to assess maltol’s effects on DPN rats and high glucose (HG)/palmitic acid (PA)-induced rat Schwann cells (RSC96). The results indicated maltol’s capacity to enhance peripheral nerve function in DPN rats. In RSC96 cells stimulated with high HG and PA, maltol treatment reduced DPN markers and apoptosis-related proteins. Functional enrichment analysis of differentially expressed genes revealed that endoplasmic reticulum (ER) stress pathways were involved in this process. Western blot results demonstrated the activation of ER stress pathway in HG/PA-induced RSC96 cells, with maltol attenuating ER stress-related protein expression. Furthermore, the knockdown of Membrane metallo-endopeptidase (MME) reversed maltol’s effects on apoptosis-related protein expression, suggesting a potential therapeutic role for maltol via MME in treating DPN. These findings indicate that maltol may hold promise as a therapeutic agent for DPN treatment. Full article
(This article belongs to the Section Pharmacology)
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21 pages, 2490 KiB  
Systematic Review
Antioxidant Effect in Diabetic Peripheral Neuropathy in Rat Model: A Systematic Review
by Noradliyanti Rusli, Chen Fei Ng, Suzana Makpol, Yin Ping Wong, Isma Liza Mohd Isa and Rabani Remli
Antioxidants 2024, 13(9), 1041; https://doi.org/10.3390/antiox13091041 - 28 Aug 2024
Cited by 3 | Viewed by 1681
Abstract
Oxidative stress is a contributing factor that leads to the vascular complications of diabetes mellitus. Diabetic peripheral neuropathy (DPN) is one of the microvascular complications with rising concern as the disease progresses despite strict glucose control and monitoring. Thus, there is an ongoing [...] Read more.
Oxidative stress is a contributing factor that leads to the vascular complications of diabetes mellitus. Diabetic peripheral neuropathy (DPN) is one of the microvascular complications with rising concern as the disease progresses despite strict glucose control and monitoring. Thus, there is an ongoing need for an early intervention that is effective in halting or slowing the progression of DPN where antioxidants have been proposed as potential therapeutic agents. This systematic review aims to evaluate the existing evidence on the antioxidant effect in DPN and provide insight on the role of antioxidants in the progression of DPN in a rat model. A comprehensive literature search was conducted on Web of Science, EBSCOhost, and Scopus to identify the effects and role of antioxidants in DPN. Data extraction was performed and SYRCLE’s risk of bias (RoB) tool was used for risk assessment. This systematic review was written following the PRISMA 2020 statements. From the literature search, 1268 articles were screened, and a total of 101 full-text articles were further screened before 33 were analyzed. These findings collectively suggest that antioxidants can play a crucial role in managing and potentially reversing the effects of diabetic neuropathy by targeting oxidative stress and improving nerve function. Full article
(This article belongs to the Special Issue Natural Antioxidants and Metabolic Diseases)
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