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Ou X, Wang Z, Yu D, Guo W, Zvyagin AV, Lin Q, Qu W. VEGF-loaded ROS-responsive nanodots improve the structure and function of sciatic nerve lesions in type II diabetic peripheral neuropathy. Biomaterials 2024; 315:122906. [PMID: 39488031 DOI: 10.1016/j.biomaterials.2024.122906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/27/2024] [Accepted: 10/20/2024] [Indexed: 11/04/2024]
Abstract
Diabetic peripheral neuropathy (DPN) is a prevalent complication of diabetes mellitus (DM), significantly contributing to the risk of amputation and mortality. Reactive oxygen species (ROS) can induce both neurological and structural harm through direct impact and pyroptosis, underscoring the critical role of ROS regulation in mitigating DPN. In this research endeavor, we propose harnessing the inherent antioxidant properties of sulfhydryl groups by grafting them onto gold nanodots through an amidation reaction, resulting in the creation of ROS-responsive AuNDs. Additionally, we aim to synthesize AuNDs-VEGF, wherein VEGF is attached to AuNDs via electrostatic interactions, as a therapeutic strategy for addressing DPN in rat models. The results of in vivo experiments showed that AuNDs and AuNDs-VEGF nanoparticles could increase the nerve conduction velocity, shorten the latency of nerve conduction in the sciatic nerve, promote the regeneration of nerve trophectodermal vessels, improve the structure and function of the sciatic nerve, reduce the apoptosis of neural cells, and alleviate the atrophy of the gastrocnemius muscle. Thus, VEGF-loaded ROS-responsive nanodots present a promising avenue for ameliorating diabetic peripheral neuropathy. This innovative approach not only extends the application possibilities of nanodots but also introduces a novel avenue for the treatment of diabetic neuropathy.
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Affiliation(s)
- Xiaolan Ou
- Department of Hand Surgery, The Second Hospital of Jilin University, Changchun, Jilin, 130041, China; Department of Plastic and Burn Surgery, the Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Ze Wang
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun, Jilin, 130000, China
| | - Daojiang Yu
- Department of Plastic and Burn Surgery, the Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Wenlai Guo
- Department of Hand Surgery, The Second Hospital of Jilin University, Changchun, Jilin, 130041, China
| | - Andrei V Zvyagin
- Australian Research Council Centre of Excellence for Nanoscale Bio-photonics, Macquarie University, Sydney, NSW, 2109, Australia; Institute of Biology and Biomedicine, Lobachevsky Nizhny Novgorod State University, 603105. Nizhny Novgorod, Russia
| | - Quan Lin
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun, Jilin, 130000, China.
| | - Wenrui Qu
- Department of Hand Surgery, The Second Hospital of Jilin University, Changchun, Jilin, 130041, China; Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, 130041, China.
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Hansen TM, Croosu SS, Kianimehr S, Gjela M, Røikjer J, Yavarian Y, Mørch CD, Ejskjaer N, Frøkjær JB. Quantification of white matter hyperintensities in type 1 diabetes and its relation to neuropathy and clinical characteristics. Brain Res 2024; 1846:149288. [PMID: 39437874 DOI: 10.1016/j.brainres.2024.149288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 06/28/2024] [Accepted: 10/18/2024] [Indexed: 10/25/2024]
Abstract
AIMS The aims were to quantify periventricular and deep white matter hyperintensities (WMHs) in adults with type 1 diabetes with different neuropathic phenotypes and to correlate WMH measurements to explanatory factors in diabetes. METHODS WMH measurements were obtained from brain magnetic resonance imaging of 56 adults with type 1 diabetes in subgroups including painful diabetic peripheral neuropathy (DPN), painless DPN, without DPN and 20 healthy controls using Fazekas scale and automatic segmentation analysis. RESULTS No differences in Fazekas assessed WMHs were found (individuals with periventricular lesions: diabetes 66 % vs. controls 40 %, p = 0.063, deep lesions: diabetes 52 % vs. controls 50 %, p = 1.0). Using automatic detection, there were no significant differences in count of periventricular (p = 0.30) or deep (p = 0.31) WMHs. Higher periventricular lesion burden was present in diabetes compared with controls (0.21 % vs. 0.06 %, p = 0.048), which was associated with more severe DPN, increased age, decreased cognitive function, and reduced volumetric and metabolic brain measures (all p < 0.05). CONCLUSIONS Our findings indicate increased burden of periventricular WMHs in diabetes which were associated to DPN severity and measurements reflecting neurodegeneration. Deep WMHs, often considered as chronic ischemic, were not significantly different. Mechanisms reflecting neurodegeneration and accelerated brain aging could be an overlooked aspect of peripheral and central neuropathy.
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Affiliation(s)
- Tine M Hansen
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark; Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark.
| | - Suganthiya S Croosu
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark; Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark; Steno Diabetes Center North Denmark, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Shahram Kianimehr
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Mimoza Gjela
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Johan Røikjer
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark; Integrative Neuroscience, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark
| | - Yousef Yavarian
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Carsten D Mørch
- Integrative Neuroscience, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark; Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark
| | - Niels Ejskjaer
- Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark; Steno Diabetes Center North Denmark, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark; Department of Endocrinology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Jens B Frøkjær
- Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark; Department of Clinical Medicine, Faculty of Medicine, Aalborg University, Selma Lagerlöfs Vej 249, 9260 Gistrup, Denmark
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Schimpfle L, Tsilingiris D, Mooshage CM, Kender Z, Sulaj A, von Rauchhaupt E, Szendroedi J, Herzig S, Goepfert J, Groener J, Nawroth PP, Bendszus M, Heiland S, Kurz FT, Jende JME, Kopf S. Phase Angle of Bioelectrical Impedance Analysis as an Indicator for Diabetic Polyneuropathy in Type 2 Diabetes Mellitus. J Clin Endocrinol Metab 2024; 109:e2110-e2119. [PMID: 38215056 PMCID: PMC11479692 DOI: 10.1210/clinem/dgad737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 11/01/2023] [Accepted: 01/11/2024] [Indexed: 01/14/2024]
Abstract
CONTEXT Due to the heterogenous clinical symptoms and deficits, the diagnosis of diabetic polyneuropathy (DPN) is still difficult in clinical routines, leading to increased morbidity and mortality. OBJECTIVE We studied the correlation of phase angle (PhA) of bioelectrical impedance analysis (BIA) with clinical, laboratory, and physical markers of DPN to evaluate PhA as a possible diagnostic method for DPN. MATERIALS AND METHODS In this cross-sectional observational study as part of the Heidelberg Study on Diabetes and Complications, we examined 104 healthy individuals and 205 patients with type 2 diabetes mellitus (T2D), among which 63 had DPN. The PhA was calculated from multifrequency BIA. Nerve conduction studies, quantitative sensory testing (QST) and diffusion-weighted magnetic resonance neurography to determine fractional anisotropy (FA) reflecting peripheral nerve integrity were performed. RESULTS T2D patients with DPN had lower PhA values (5.71 ± 0.10) compared to T2D patients without DPN (6.07 ± 0.08, P = .007, + 6.1%) and healthy controls (6.18 ± 0.08, P < .001, + 7.9%). Confounder-adjusted analyses showed correlations of the PhA with conduction velocities and amplitudes of the peroneal (β=.28; β=.31, P < .001) and tibial nerves (β=.28; β=.32, P < .001), Z-scores of QST (thermal detection β=.30, P < .05) and the FA (β=.60, P < .001). Receiver-operating characteristic analysis showed similar performance of PhA in comparison to the mentioned diagnostic methods. CONCLUSION The study shows that PhA is, in comparison to other test systems used, at least an equally good and much easier to handle investigator-independent marker for detection of DPN.
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Affiliation(s)
- Lukas Schimpfle
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Dimitrios Tsilingiris
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Christoph M Mooshage
- Department of Neuroradiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Zoltan Kender
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Alba Sulaj
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Ekatherina von Rauchhaupt
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Julia Szendroedi
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
- Institute for Diabetes and Cancer IDC and Joint Heidelberg-IDC Translational Diabetes Program, Helmholtz Center, 85764 Munich-Neuherberg, Germany
| | - Stephan Herzig
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
- Institute for Diabetes and Cancer IDC and Joint Heidelberg-IDC Translational Diabetes Program, Helmholtz Center, 85764 Munich-Neuherberg, Germany
| | - Jens Goepfert
- NMI Natural and Medical Sciences Institute at the University of Tübingen, 72076 Tübingen, Germany
| | - Jan Groener
- Zentrum für Diabetes und Hormonerkrankungen, 67433 Neustadt an der Weinstraße, Germany
| | - Peter P Nawroth
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
| | - Martin Bendszus
- Department of Neuroradiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Sabine Heiland
- Department of Neuroradiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Felix T Kurz
- Department of Neuroradiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Cancer Research Center, Radiology, 69120 Heidelberg, Germany
| | - Johann M E Jende
- Department of Neuroradiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Stefan Kopf
- Department for Endocrinology, Diabetology, Metabolic diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
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Liao C, Zhang W. Nerve decompression for diabetic peripheral neuropathy with nerve entrapment: a narrative review. Ther Adv Neurol Disord 2024; 17:17562864241265287. [PMID: 39411723 PMCID: PMC11475385 DOI: 10.1177/17562864241265287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 06/12/2024] [Indexed: 10/19/2024] Open
Abstract
Diabetic peripheral neuropathy (DPN) is one of the most common complications of diabetes which primarily affects the sensory nervous system. Pain is the most common complaint that prompts patients to seek medical advice. With various presentations and intricate pathological mechanisms, diabetic peripheral neuropathic pain is currently the most crucial and challenging aspect of managing diabetic complications. As a heterogeneous disorder, there is no medication or treatment modality that is effective for all types of DPN and its associated neuropathic pain. Peripheral nerve decompression provides a new option for treating patients with diabetic peripheral neuropathic pain in the lower extremities. However, the clinical applicability of nerve decompression has been debated since it was first proposed. This review discusses the theoretical basis of nerve decompression, the clinical indications, and the progress of basic research based on the pathological mechanisms and nerve impairment patterns of diabetic peripheral neuropathic pain. The heterogeneity of DPN patients is summarized in terms of three aspects: complex pathophysiological mechanisms, multilevel nervous system involvement, and various nerve impairment properties. Identifying the presence of nerve entrapment among complex pathophysiological mechanisms is the key to successful outcomes. Tinel signs, focal pain, mechanical allodynia, and two-point discrimination were reported to be prognostic factors for good surgical outcomes, and their predictive ability might stem from their association with the early stage of entrapment neuropathy.
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Affiliation(s)
- Chenlong Liao
- Department of Neurosurgery, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenchuan Zhang
- Department of Neurosurgery, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, No. 639 Shanghai Zhizaoju Road, Huangpu District, Shanghai 200011, China
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Chen W, Liao D, Deng Y, Hu J. Development of a transformer-based deep learning algorithm for diabetic peripheral neuropathy classification using corneal confocal microscopy images. Front Cell Dev Biol 2024; 12:1484329. [PMID: 39469112 PMCID: PMC11513358 DOI: 10.3389/fcell.2024.1484329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 09/30/2024] [Indexed: 10/30/2024] Open
Abstract
Background Diabetic peripheral neuropathy (DPN) is common and can go unnoticed until it is firmly developed. This study aims to establish a transformer-based deep learning algorithm (DLA) to classify corneal confocal microscopy (CCM) images, identifying DPN in diabetic patients. Methods Our classification model differs from traditional convolutional neural networks (CNNs) using a Swin transformer network with a hierarchical architecture backbone. Participants included those with (DPN+, n = 57) or without (DPN-, n = 37) DPN as determined by the updated Toronto consensus criteria. The CCM image dataset (consisting of 570 DPN+ and 370 DPN- images, with five images selected from each participant's left and right eyes) was randomly divided into training, validation, and test subsets at a 7:1:2 ratio, considering individual participants. The effectiveness of the algorithm was assessed using diagnostic accuracy measures, such as sensitivity, specificity, and accuracy, in conjunction with Grad-CAM visualization techniques to interpret the model's decisions. Results In the DPN + group (n = 12), the transformer model successfully predicted all participants, while in the DPN- group (n = 7), one participant was misclassified as DPN+, with an area under the curve (AUC) of 0.9405 (95% CI 0.8166, 1.0000). Among the DPN + images (n = 120), 117 were correctly classified, and among the DPN- images (n = 70), 49 were correctly classified, with an AUC of 0.8996 (95% CI 0.8502, 0.9491). For single-image predictions, the transformer model achieved a superior AUC relative to the ResNet50 model (0.8761, 95% CI 0.8155, 0.9366), the Inception_v3 model (0.8802, 95% CI 0.8231, 0.9374), and the DenseNet121 model (0.8965, 95% CI 0.8438, 0.9491). Conclusion Transformer-based networks outperform CNN-based networks in rapid binary DPN classification. Transformer-based DLAs have clinical DPN screening potential.
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Affiliation(s)
| | | | | | - Jianzhang Hu
- Department of Ophthalmology, Fujian Medical University Union Hospital, Fu Zhou, China
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Solela G, Gessesse HA, Zegeye H, Worku A, Leulseged B. Prevalence, patterns, and determinants of vascular complications of type 2 diabetes in a teaching hospital in Addis Ababa, Ethiopia: a retrospective study. BMC Endocr Disord 2024; 24:190. [PMID: 39294634 PMCID: PMC11409534 DOI: 10.1186/s12902-024-01731-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 09/11/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Patients with type 2 diabetes mellitus (T2D) have an increased risk of vascular complications. Despite the rise in the prevalence of T2D and its complications throughout the globe, there is a paucity of data regarding the prevalence and determinants of vascular complications of T2D in Ethiopia. Hence, this study aimed to assess the prevalence, patterns, and determinants of the microvascular and macrovascular complications of T2D among adult patients attending a teaching hospital in Addis Ababa, Ethiopia. METHODS A retrospective study was done by reviewing the electronic health records of adult patients with T2D attending the general medical and endocrine referral clinics of Yekatit 12 Hospital Medical College, Addis Ababa, Ethiopia, from June 1, 2023, to November 30, 2023. Statistical Package for Social Sciences (SPSS), version 25, was used to analyze the data. Descriptive analysis was used to summarize the sociodemographic, clinical, and laboratory profiles as well as the patterns of vascular complications of T2D. Bivariate and multivariate logistic regression models were fitted, and the crude odds ratio (COR) and adjusted odds ratio (AOR), together with the 95% confidence interval (CI), were computed to identify the determinants of microvascular and macrovascular complications of T2D. RESULTS A total of 272 patients with T2D were included in this study; 50.5% were females, and the mean (± standard deviation) age was 56.3 ± 12.8 years. The majority of patients (62.5%) had diabetes for ≥ 5 years. More than half (51.5%) had poor glycemic control with glycated haemoglobin (HbA1c) value of ≥ 7%. The overall prevalence of vascular complications was 39%. The prevalence of microvascular complications was 23.5%, the most common being neuropathy (11.8%), and the prevalence of macrovascular complications was 21%, the most common being coronary artery disease (12.1%). The determinants of microvascular complications were age ≥ 60 years (AOR = 2.25, 95% CI: 1.17, 4.33), diabetes duration of ≥ 5 years (5-10 years [AOR = 3.13, 95% CI: 1.37, 7.18], and > 10 years [AOR = 3.88, 95% CI: 1.66, 9.06], and HbA1c value of ≥ 7% (AOR = 2.21, 95% CI: 1.14, 4.28). The odds of developing macrovascular complications were higher with diabetes duration of ≥ 5 to 10 years (AOR = 2.89, 95% CI: 1.37, 6.12) as compared with diabetes duration of < 5 years. CONCLUSIONS This study demonstrated a high prevalence of microvascular and macrovascular complications in adult patients with T2D. Older age, prolonged duration of diabetes, and poor glycemic control were identified as the determinants for the development of microvascular complications of T2D, while prolonged duration of diabetes was the determining factor for the development of macrovascular complications. Hence, targeted initiatives are required to enhance the prevention and early detection of vascular complications of T2D in resource-limited countries like Ethiopia.
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Affiliation(s)
- Gashaw Solela
- Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Ababa, Addis Ababa, Ethiopia.
| | - Henok A Gessesse
- Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Ababa, Addis Ababa, Ethiopia
| | - Hailu Zegeye
- Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Ababa, Addis Ababa, Ethiopia
| | - Amare Worku
- Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Ababa, Addis Ababa, Ethiopia
| | - Beza Leulseged
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Ababa, Ethiopia
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Khumchum N, Koonalinthip N, Janchai S. Accuracy and reliability of the Ipswich touch test in identifying loss of protective sensation among diabetic patients. Foot (Edinb) 2024; 61:102132. [PMID: 39265210 DOI: 10.1016/j.foot.2024.102132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 08/16/2024] [Accepted: 09/02/2024] [Indexed: 09/14/2024]
Abstract
OBJECTIVE To evaluate the accuracy of the Ipswich touch test compared to the 10-g monofilament test for identifying of loss of protective sensation in Thai patients with diabetes mellitus. METHODS A cross-sectional observational study was conducted on Thai patients with diabetes mellitus who attended routine annual foot check-ups in an outpatient diabetes clinic. The loss of protective sensation was assessed by the Ipswich touch test and compared with the Semmes-Weinstein 10-g monofilament test. Sensitivity, specificity, predictive values and likelihood ratios were calculated to measure the accuracy of the Ipswich touch test against 10-g monofilament as a reference standard. The interrater reliability of the Ipswich touch test was assessed by two raters. RESULTS In a study of 283 diabetic patients, 10-g monofilament detected a 25 % prevalence of loss protective sensation. The Ipswich touch test demonstrated a good diagnostic accuracy, with a sensitivity of 70.8 %, specificity of 98.6 %, and an area under the curve of 0.85 when compared to 10-g monofilament. Positive and negative predictive values were 94.4 % and 90.8 % respectively. The positive likelihood ratio was 49.82, and the negative likelihood ratio was 0.30. Interrater reliability, assessed with two raters in a subset of 93 participants, yielded a kappa of 0.88, indicating almost perfect agreement. CONCLUSIONS The Ipswich Touch Test demonstrated good accuracy and interrater reliability compared to the standard 10-g monofilament, thus establishing its effectiveness as a valuable diagnostic tool for identifying loss of protective sensation among diabetic patients. However, its relatively low sensitivity suggests it should be used with caution as a screening tool.
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Affiliation(s)
- Napassorn Khumchum
- Department of Rehabilitation Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Nantawan Koonalinthip
- Department of Rehabilitation Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
| | - Siriporn Janchai
- Department of Rehabilitation Medicine, King Chulalongkorn Memorial Hospital, The Thai Red Cross Society, Bangkok, Thailand
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D'Ippolito I, Carlucci MA, D'Amato C, Lauro D, Spallone V. Determinants of Orthostatic Hypotension in Type 2 Diabetes: Is Cardiac Autonomic Neuropathy the Main Factor? Endocr Pract 2024; 30:802-809. [PMID: 38908717 DOI: 10.1016/j.eprac.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 06/24/2024]
Abstract
OBJECTIVES To evaluate the determinants of orthostatic hypotension (OH) in type 2 diabetes (T2D) and the usefulness of Δheart rate (HR)/Δsystolic blood pressure (SBP), index of cardiac baroreflex function, in identifying neurogenic OH. METHODS In 208 participants with T2D, we diagnosed early cardiovascular autonomic neuropathy (CAN) and confirmed CAN according to 1 and 2 HR-based cardiovascular reflex tests (HR-CARTs). Through OH test we defined OH as SBP falls of ≥20 and ≥30 mm Hg with supine SBPs of <140 and ≥140 mm Hg, respectively. In participants with OH, we used the lying-to-standing and OH test and its diagnostic accuracy for neurogenic OH (as OH plus confirmed HR-CAN). RESULTS OH was present in 25 participants and associated with lower HR-CART scores, higher glycosylated hemoglobin level, the presence of CAN, retinopathy, and peripheral vascular disease, the absence of hypertension, and physical activity (all, P < .05) but not with interfering drugs and β-blockers. In a multiple logistic regression, HR-CAN was the main determinant of OH (odds ratio, 4.74) with physical activity and hypertension (odds ratios, 0.16 and 0.23; R2 = 0.22). ΔHR/ΔSBP had a good diagnostic accuracy for neurogenic OH (area under the receiver operating characteristic curve, 0.816 ± 0.087) and, at the cutoff of 0.5 bpm/mm Hg, a sensitivity of 100% and specificity of 63.2%. CONCLUSION CAN remains the primary determinant of OH in T2D but does not explain all its variance. The index ΔHR/ΔSBP may represent a useful clinical tool to identify neurogenic OH.
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Affiliation(s)
- Ilenia D'Ippolito
- Department of Systems Medicine, Endocrinology Section, University of Rome Tor Vergata, Rome, Italy
| | - Myriam Angelica Carlucci
- Department of Systems Medicine, Endocrinology Section, University of Rome Tor Vergata, Rome, Italy
| | - Cinzia D'Amato
- Department of Systems Medicine, Endocrinology Section, University of Rome Tor Vergata, Rome, Italy
| | - Davide Lauro
- Department of Systems Medicine, Endocrinology Section, University of Rome Tor Vergata, Rome, Italy
| | - Vincenza Spallone
- Department of Systems Medicine, Endocrinology Section, University of Rome Tor Vergata, Rome, Italy.
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Xie J, Yu X, Chen L, Cheng Y, Li K, Song M, Chen Y, Feng F, Cai Y, Tong S, Qian Y, Xu Y, Zhang H, Yang J, Xu Z, Cui C, Yu H, Deng B. Whether coagulation dysfunction influences the onset and progression of diabetic peripheral neuropathy: A multicenter study in middle-aged and aged patients with type 2 diabetes. CNS Neurosci Ther 2024; 30:e70040. [PMID: 39258827 PMCID: PMC11388410 DOI: 10.1111/cns.70040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 08/27/2024] [Accepted: 08/29/2024] [Indexed: 09/12/2024] Open
Abstract
BACKGROUND Nearly half of patients with diabetes experience diabetic peripheral neuropathy (DPN), resulting in a mere 53% survival rate within 3 years. Aberrations in coagulation function have been implicated in the pathogenesis of microvascular complications, prompting the need for a thorough investigation into its role as a contributing factor in the development and progression of DPN. METHODS Data were gathered from 1211 type 2 diabetes patients admitted to five centers from September 2018 to October 2022 in China. DPN was evaluated by symptoms and electromyography. Motor and sensory nerve conduction velocity (NCV) was appraised and the NCV sum score was calculated for the median, ulnar, and peroneal motor or sensory nerves. RESULTS Patients with DPN exhibited alterations in coagulation function. (i) Specifically, they exhibited prolonged thrombin time (p = 0.012), elevated fibrinogen (p < 0.001), and shortened activated partial thromboplastin time (APTT; p = 0.026) when compared to the control group. (ii) After accounting for potential confounders in linear regression, fibrinogen, and D-dimer were negatively related to the motor NCV, motor amplitude values, and mean velocity and amplitude. Also, fibrinogen was associated with higher Michigan neuropathy screening instrument (MNSI) scores (β 0.140; p = 0.001). This result of fibrinogen can be validated in the validation cohort with 317 diabetic patients. (iii) Fibrinogen was independently associated with the risk of DPN (OR 1.172; p = 0.035). In the total age group, DPN occurred at a slower rate until the predicted fibrinogen level reached around 3.75 g/L, after which the risk sharply escalated. CONCLUSIONS Coagulation function is warranted to be concerned in patients with type 2 diabetes to predict and prevent the occurrence of DPN in clinical practice.
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Affiliation(s)
- Jiali Xie
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of Neurology, Shanghai East HospitalTongji University School of MedicineShanghaiP.R. China
| | - Xinyue Yu
- Alberta InstituteWenzhou Medical UniversityWenzhouChina
| | - Luowei Chen
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of NeurologyThe Second Affiliated Hospital of Zhejiang University, School of MedicineHangzhouChina
| | - Yifan Cheng
- Department of NeurologyCenter for Rehabilitation Medicine Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical CollegeHangzhouChina
| | - Kezheng Li
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
| | - Mengwan Song
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
- Department of NeurologyRuian People's HospitalWenzhouP.R. China
| | - Yinuo Chen
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
| | - Fei Feng
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
- Department of NeurologyShaoxing People's HospitalShaoxingP.R. China
| | - Yunlei Cai
- Department of Neurology, Anyang District Hospital, Beiguan DistrictAnyangHenanChina
| | - Shuting Tong
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
| | - Yuqin Qian
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of NeurologyInstitute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Yiting Xu
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
| | - Haiqin Zhang
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
| | - Junjie Yang
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
| | - Zirui Xu
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
- Department of Neurology, First Clinical College of Wenzhou Medical UniversityWenzhouP.R. China
| | - Can Cui
- Institute of Environmental MedicineKarolinska InstitutetStockholmSweden
| | - Huan Yu
- Department of PediatricsSecond Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical UniversityWenzhouP.R. China
| | - Binbin Deng
- Department of NeurologyFirst Affiliated Hospital of Wenzhou Medical UniversityWenzhouP.R. China
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Hsieh DY, Lai YR, Huang CC, Ting CP, Chiu WC, Chen YN, Lien CY, Cheng BC, Lin TY, Chiang HC, Lu CH. The Association between the Severity of Distal Sensorimotor Polyneuropathy and Increased Carotid Atherosclerosis in Individuals with Type 2 Diabetes. Diagnostics (Basel) 2024; 14:1922. [PMID: 39272707 PMCID: PMC11394250 DOI: 10.3390/diagnostics14171922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND Diabetes contributes to a spectrum of complications encompassing microvascular and macrovascular disorders. This study aimed to explore the correlation between distal sensorimotor polyneuropathy (DSPN) severity and heightened carotid atherosclerosis among individuals with type 2 diabetes mellitus (T2DM). Method: Participants underwent comprehensive assessments including nerve conduction studies (NCS), Toronto Clinical Neuropathy Score (TCNS) evaluations, assessment of cardiometabolic risk factors, and carotid sonography studies covering dynamic and morphological parameters. The resistance index (RI), pulsatility index (PI), peak systolic velocity (PSV), and end-diastolic velocity (EDV) in both the common carotid artery (CCA) and internal carotid artery (ICA), carotid intima-media thickness (IMT), and carotid plaque score (CPS) were also measured. Peripheral nerve function severity was assessed using composite amplitude scores (CAS) derived from NCS. RESULTS Individuals with DSPN exhibited lower EDV in the CCA and ICA (p < 0.0001 and p = 0.002), higher PI and RI in both CCA and ICA (all p < 0.0001), and higher CPS (p = 0.002). They also demonstrated a higher prevalence of retinopathy as an underlying condition, higher index HbA1c, and reduced estimated glomerular filtration rate (eGFR) (all p < 0.0001). Multiple linear regression analysis revealed significant associations where eGFR, ICA-PI, index HbA1c, waist circumference, and age were correlated with CAS. Meanwhile, diabetes duration, waist circumference, age, and index HbA1c showed significant associations with TCNS. CONCLUSIONS Our study suggests that individuals with T2DM who exhibit more severe carotid atherosclerosis may not only be at increased risk of developing DSPN but also may experience greater severity of DSPN. PI in both the CCA and ICA, along with the CPS, serve as surrogate biomarkers for DSPN severity.
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Affiliation(s)
- Dong-Yi Hsieh
- Departments of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Yun-Ru Lai
- Departments of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Departments of Hyperbaric Oxygen Therapy Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Chih-Cheng Huang
- Department of Neurology, Chi-Mei Medical Center, Tainan 73657, Taiwan
| | - Chi-Ping Ting
- Departments of Nursing, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Departments of Nursing, Meiho University, Pingtung 91202, Taiwan
| | - Wen-Chan Chiu
- Departments of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Yung-Nien Chen
- Departments of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Chia-Yi Lien
- Departments of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Ben-Chung Cheng
- Departments of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Ting-Yin Lin
- Departments of Nursing, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Hui Ching Chiang
- Departments of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
| | - Cheng-Hsien Lu
- Departments of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Center for Shockwave Medicine and Tissue Engineering, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Department of Biological Science, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan
- Department of Neurology, Xiamen Chang Gung Memorial Hospital, Xiamen 361126, China
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11
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Luo N, Zeng YC, Fu BT, Low JW, Fang JQ. Investigating the Effectiveness of Electroacupuncture for Diabetic Peripheral Neuropathy and Exploring the Feasibility of Infrared Thermography as an Efficacy Assessment Tool: Study Protocol for a Randomized Controlled Trial. J Pain Res 2024; 17:2727-2739. [PMID: 39193463 PMCID: PMC11348982 DOI: 10.2147/jpr.s472648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 08/16/2024] [Indexed: 08/29/2024] Open
Abstract
Introduction Diabetic peripheral neuropathy (DPN) affects patients' quality of life significantly. To date, selecting the appropriate treatment remains challenging. While electroacupuncture (EA) has shown promise as an effective adjunct therapy for DPN, and infrared thermography (IRT) has been considered as a potential predictor of treatment efficacy, the evidence for both remains inconclusive. As such, the objectives of this trial are twofold: to ascertain the efficacy of EA for DPN, and to explore the feasibility of IRT as an adjunctive objective tool for efficacy assessment. Methods The study was designed as a randomized, parallel, controlled trial. It spanned over 6 weeks of treatment and an additional 4 weeks of follow-up. 104 eligible participants will be stratified for severity of disease: mild with Toronto clinical scoring system(TCSS) score 6-8, moderate (TCSS score 9-11), and severe (TCSS score 12-19), and each level will be randomised in a 1:1 ratio into a EA group and waiting-list group. The waiting-list group received only the current conventional medication, while the EA group received an additional 12 EA sessions on top of the conventional medication. The primary outcome indicators is nerve conduction velocity (NCV), which will be tested at the baseline and week 6. Total clinical efficiency, TCSS, Clinical symptoms score of Traditional Chinese Medicine (TCM), Patient global impression of change(PGIC), Temperature of regions of interest (ROIs), and Physico chemical examination will be used as secondary outcome indicators. In addition, safety assessment will be determined based on adverse events during the trial. Conclusion The expected results of this study will determine whether EA improves efficacy in the treatment of DPN with an acceptable safety profile, and investigating variations in the efficacy of EA across different levels of DPN severity. Furthermore, it will explore the viability of IRT as an objective measure for evaluating treatment effectiveness for DPN. Clinical Trial Registration ClinicalTrials.gov identifier, NCT06054087.
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Affiliation(s)
- Ning Luo
- The Third Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Yi-Chen Zeng
- The Third Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Bai-Tian Fu
- The Third Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Je Wie Low
- Institute of International Education of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Jian-Qiao Fang
- The Third Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
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12
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Brask-Thomsen PK, Itani M, Karlsson P, Kristensen AG, Krøigård T, Jensen TS, Tankisi H, Sindrup SH, Finnerup NB, Gylfadottir SS. Development and Progression of Polyneuropathy Over 5 Years in Patients With Type 2 Diabetes. Neurology 2024; 103:e209652. [PMID: 39008800 DOI: 10.1212/wnl.0000000000209652] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024] Open
Abstract
BACKGROUND AND OBJECTIVES There is a need for knowledge regarding the natural course of diabetic polyneuropathy (DPN), a complication in type 2 diabetes (T2D). The aim of this study was to examine the development of DPN over time. METHODS Patients with newly diagnosed T2D, recruited from a national cohort, and controls without diabetes of similar age and sex, underwent sensory phenotyping in 2016-2018. The Toronto consensus criteria were used to classify patients into possible, probable, and confirmed DPN. For this 5-year, observational, follow-up, cohort study, all participants were invited to a reexamination combining bedside sensory examination, quantitative sensory testing (QST), nerve conduction studies (NCSs), and skin biopsies measuring intraepidermal nerve fiber density (IENFD) in order to compare phenotypic and diagnostic changes over time. RESULTS Of the baseline 389 patients and 97 controls, 184 patients (median [interquartile range] diabetes duration 5.9 [4.1-7.4] years, mean hemoglobin A1c [HbA1c] 51 ± 11 mmol/mol at baseline) and 43 controls completed follow-up (46.9%). Confirmed DPN was present in 35.8% and 50.3%, probable DPN in 27.2% and 14.6%, possible DPN in 17.2% and 16.6%, and no DPN in 15.2% and 17.9% at baseline and follow-up, respectively. The estimated prevalence (95% CI) of confirmed DPN was 33.5% (24.9-42.1) compared with 22.7% (17.5-28.0) at baseline. During the follow-up period, 43.9% of patients with probable DPN developed confirmed DPN. Progression of neuropathy occurred in 16.5% and 24.7% and regression in 5.9% and 18.6% of patients based on NCS and IENFD, respectively. Progression based on NCS and/or IENFD was associated with higher baseline waist circumference and triglycerides, and regression with lower baseline HbA1c. Patients with at least probable DPN at baseline but neither patients without DPN nor controls developed increased spread of hyposensitivity, more hyposensitivity on QST and lower NCS z-scores at follow-up, and worsening of nerve parameters at follow-up correlated with higher baseline triglycerides. DISCUSSION In patients with well-regulated T2D, the proportion of patients with confirmed DPN increased over 5 years driven by progression from probable DPN. A large proportion of patients progressed, and a smaller proportion regressed on nerve parameters. Higher triglycerides correlated with this progression and may constitute a risk factor.
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Affiliation(s)
- Peter Kolind Brask-Thomsen
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Mustapha Itani
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Pall Karlsson
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Alexander G Kristensen
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Thomas Krøigård
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Troels S Jensen
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Hatice Tankisi
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Søren H Sindrup
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Nanna B Finnerup
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
| | - Sandra Sif Gylfadottir
- From the Danish Pain Research Center (P.K.B.-T., P.K., A.G.K., T.S.J., N.B.F., S.S.G.), Department of Clinical Medicine, Aarhus University; Steno Diabetes Center Aarhus (P.K.B.-T., T.S.J.), Aarhus University Hospital; Department of Neurology (M.I., T.K., S.H.S.), Odense University Hospital; Core Center for Molecular Morphology (P.K.), Section for Stereology and Microscopy, Department of Clinical Medicine, Aarhus University; Department of Clinical Neurophysiology (A.G.K., H.T.), Aarhus University Hospital; Department of Neurophysiology (T.K.), Odense University Hospital; Department of Clinical Research (T.K.), University of Southern Denmark, Odense; Department of Clinical Medicine (H.T.), Aarhus University; and Department of Neurology (N.B.F., S.S.G.), Aarhus University Hospital, Denmark
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Guo L, Xiao D, Xing H, Yang G, Yang X. Engineered exosomes as a prospective therapy for diabetic foot ulcers. BURNS & TRAUMA 2024; 12:tkae023. [PMID: 39026930 PMCID: PMC11255484 DOI: 10.1093/burnst/tkae023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 03/29/2024] [Indexed: 07/20/2024]
Abstract
Diabetic foot ulcer (DFU), characterized by high recurrence rate, amputations and mortality, poses a significant challenge in diabetes management. The complex pathology involves dysregulated glucose homeostasis leading to systemic and local microenvironmental complications, including peripheral neuropathy, micro- and macro-angiopathy, recurrent infection, persistent inflammation and dysregulated re-epithelialization. Novel approaches to accelerate DFU healing are actively pursued, with a focus on utilizing exosomes. Exosomes are natural nanovesicles mediating cellular communication and containing diverse functional molecular cargos, including DNA, mRNA, microRNA (miRNA), lncRNA, proteins, lipids and metabolites. While some exosomes show promise in modulating cellular function and promoting ulcer healing, their efficacy is limited by low yield, impurities, low loading content and inadequate targeting. Engineering exosomes to enhance their curative activity represents a potentially more efficient approach for DFUs. This could facilitate focused repair and regeneration of nerves, blood vessels and soft tissue after ulcer development. This review provides an overview of DFU pathogenesis, strategies for exosome engineering and the targeted therapeutic application of engineered exosomes in addressing critical pathological changes associated with DFUs.
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Affiliation(s)
- Lifei Guo
- Department of Burns and Cutaneous Surgery, Xijing Hospital, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
- The State Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
- Cadet Team 6 of School of Basic Medicine, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
| | - Dan Xiao
- Department of Burns and Cutaneous Surgery, Xijing Hospital, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
- The State Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
| | - Helin Xing
- Department of Prosthodontics, Beijing Stomatological Hospital and School of Stomatology, Capital Medical University, Tiantanxili Street #4, Dongcheng District, Beijing 100050, China
| | - Guodong Yang
- The State Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
| | - Xuekang Yang
- Department of Burns and Cutaneous Surgery, Xijing Hospital, Fourth Military Medical University, Chang-Le Xi Street #127, Xi'an 710032, China
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14
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Zhao H, Chen S, Lin S, Mei X. Biodegradable microspheres via orally deliver celastrol with ameliorated neuropathic pain in diabetes rats. Regen Biomater 2024; 11:rbae087. [PMID: 39055304 PMCID: PMC11272178 DOI: 10.1093/rb/rbae087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 06/25/2024] [Accepted: 07/03/2024] [Indexed: 07/27/2024] Open
Abstract
The treatment of peripheral neuropathy resulting from diabetes primarily emphasizes neurotrophic medications. However, a growing body of clinical studies indicates that neuroinflammation plays a significant role in the pathogenesis of neuropathic pain. This has spurred active exploration of treatment strategies leveraging nanomedicine for diseases, aiming for superior therapeutic outcomes. In this context, we have developed biodegradable nanoparticles made of polylactic-co-glycolic acid, loaded with triptolide (pCel), designed to alleviate somatic cell neuropathic pain induced by diabetes. Treatment with pCel notably reduced levels of reactive oxygen species and apoptosis in vitro. Furthermore, the progression of streptozotocin-induced diabetes, characterized by elevated renal function indices (blood urea nitrogen, creatinine), liver function indices (bilirubin, alkaline phosphatase) and decreased levels of albumin and globulin, was mitigated following pCel administration. Importantly, oral treatment with pCel significantly inhibited mechanical allodynia and the activation of the sciatic glial cells in diabetic rats. These findings indicate that this synthetic, biodegradable nanomedicine exhibits excellent stability, biocompatibility and catalytic activity, making it a promising and innovative approach for the management of chronic pain conditions associated with diabetic neuropathy.
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Affiliation(s)
- Haosen Zhao
- Department of Orthopaedic Rehabilitation, Third Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, 121000, P. R. China
| | - Shurui Chen
- Cardiac Intensive Care Unit, Cardiovascular Hospital, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong Province, 510317, P. R. China
| | - Sen Lin
- Department of Orthopaedic Rehabilitation, Third Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, 121000, P. R. China
| | - Xifan Mei
- Department of Orthopaedic Rehabilitation, Third Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, 121000, P. R. China
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15
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Gierthmühlen J, Attal N, Baskozos G, Bennedsgaard K, Bennett DL, Bouhassira D, Crombez G, Finnerup NB, Granovsky Y, Jensen TS, John J, Kennes LN, Laycock H, Pascal MMV, Rice ASC, Shafran-Topaz L, Themistocleous AC, Yarnitsky D, Baron R. What is associated with painful polyneuropathy? A cross-sectional analysis of symptoms and signs in patients with painful and painless polyneuropathy. Pain 2024:00006396-990000000-00643. [PMID: 38968400 DOI: 10.1097/j.pain.0000000000003310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 05/16/2024] [Indexed: 07/07/2024]
Abstract
ABSTRACT It is still unclear how and why some patients develop painful and others painless polyneuropathy. The aim of this study was to identify multiple factors associated with painful polyneuropathies (NeuP). A total of 1181 patients of the multicenter DOLORISK database with painful (probable or definite NeuP) or painless (unlikely NeuP) probable or confirmed neuropathy were investigated clinically, with questionnaires and quantitative sensory testing. Multivariate logistic regression including all variables (demographics, medical history, psychological symptoms, personality items, pain-related worrying, life-style factors, as well as results from clinical examination and quantitative sensory testing) and machine learning was used for the identification of predictors and final risk prediction of painful neuropathy. Multivariate logistic regression demonstrated that severity and idiopathic etiology of neuropathy, presence of chronic pain in family, Patient-Reported Outcomes Measurement Information System Fatigue and Depression T-Score, as well as Pain Catastrophizing Scale total score are the most important features associated with the presence of pain in neuropathy. Machine learning (random forest) identified the same variables. Multivariate logistic regression archived an accuracy above 78%, random forest of 76%; thus, almost 4 out of 5 subjects can be classified correctly. This multicenter analysis shows that pain-related worrying, emotional well-being, and clinical phenotype are factors associated with painful (vs painless) neuropathy. Results may help in the future to identify patients at risk of developing painful neuropathy and identify consequences of pain in longitudinal studies.
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Affiliation(s)
- Janne Gierthmühlen
- Interdisciplinary Pain Unit, Department of Anesthesiology and Surgical Intensive Care Medicine, University Hospital of Schleswig-Holstein, Campus Kiel, Germany
- Division of Neurological Pain Research and Therapy, Department of Neurology, University Hospital of Schleswig-Holstein, Campus Kiel, Germany
| | - Nadine Attal
- Inserm U987, APHP, CHU Ambroise Pare, UVSQ, Paris-Saclay University, Boulogne-Billancourt, France
| | - Georgios Baskozos
- The Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom
| | - Kristine Bennedsgaard
- Department of Clinical Medicine, Danish Pain Research Center, Aarhus University, Denmark
| | - David L Bennett
- The Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom
| | - Didier Bouhassira
- Inserm U987, APHP, CHU Ambroise Pare, UVSQ, Paris-Saclay University, Boulogne-Billancourt, France
| | - Geert Crombez
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Nanna B Finnerup
- Department of Clinical Medicine, Danish Pain Research Center, Aarhus University, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Yelena Granovsky
- Department of Neurology, Rambam Health Care Campus, Haifa, Israel
- Faculty of Medicine, Technion, Haifa, Israel
| | | | - Jishi John
- The Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom
| | - Lieven Nils Kennes
- Department of Economics and Business Administration, University of Applied Sciences Stralsund, Stralsund, Germany
| | - Helen Laycock
- Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Mathilde M V Pascal
- The Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom
| | - Andrew S C Rice
- Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Leah Shafran-Topaz
- Department of Neurology, Rambam Health Care Campus, Haifa, Israel
- Faculty of Medicine, Technion, Haifa, Israel
| | | | - David Yarnitsky
- Department of Neurology, Rambam Health Care Campus, Haifa, Israel
- Faculty of Medicine, Technion, Haifa, Israel
| | - Ralf Baron
- Division of Neurological Pain Research and Therapy, Department of Neurology, University Hospital of Schleswig-Holstein, Campus Kiel, Germany
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16
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Baldimtsi E, Amezcua S, Ulander M, Hyllienmark L, Olausson H, Ludvigsson J, Wahlberg J. HbA 1c and the risk of developing peripheral neuropathy in childhood-onset type 1 diabetes: A follow-up study over 3 decades. Diabetes Metab Res Rev 2024; 40:e3825. [PMID: 38878301 DOI: 10.1002/dmrr.3825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 04/18/2024] [Accepted: 04/21/2024] [Indexed: 06/29/2024]
Abstract
AIMS We have evaluated long-term weighted mean HbA1c (wHbA1c), HbA1c variability, diabetes duration, and lipid profiles in relation to the development of diabetic peripheral neuropathy (DPN), nephropathy, and retinopathy in childhood-onset type 1 diabetes. MATERIALS AND METHODS In a longitudinal cohort study, 49 patients (21 women) with childhood-onset type 1 diabetes were investigated with neurophysiological measurements, blood tests, and clinical examinations after a diabetes duration of 7.7 (±3.3) years (baseline) and followed with repeated examinations for 30.6 (±5.2) years. We calculated wHbA1c by integrating the area under all HbA1c values since the diabetes diagnosis. Lipid profiles were analysed in relation to the presence of DPN. Long-term fluctuations of HbA1c variability were computed as the standard deviation of all HbA1c measurements. Data regarding the presence of other diabetes complications were retrieved from medical records. RESULTS In this follow-up study, 51% (25/49) of the patients fulfilled electrophysiological criteria for DPN. In nerve conduction studies, there was a deterioration in the amplitudes and conduction velocities for the median, peroneal, and sural nerves over time. Patients with DPN had a longer duration of diabetes, higher wHbA1c, and increased HbA1c variability. The lowest wHbA1c value associated with the development of DPN was 62 mmol/mol (7.8%). The presence of albuminuria and retinopathy was positively correlated with the presence of neuropathy. CONCLUSIONS More than half of the patients had developed DPN after 30 years. None of the patients who developed DPN had a wHbA1c of less than 62 mmol/mol (7.8%).
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Affiliation(s)
- Evangelia Baldimtsi
- Department of Acute Internal Medicine and Geriatrics in Linköping, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Salvador Amezcua
- Department of Biomedical and Clinical Medicine, Linköping University, Centre for Social and Affective Neuroscience, Linköping, Sweden
| | - Martin Ulander
- Department of Biomedical and Clinical Medicine, Linköping University, Centre for Social and Affective Neuroscience, Linköping, Sweden
| | - Lars Hyllienmark
- Clinical Neurophysiology, Karolinska University Hospital, and Karolinska Institute, Stockholm, Sweden
| | - Håkan Olausson
- Department of Biomedical and Clinical Medicine, Linköping University, Centre for Social and Affective Neuroscience, Linköping, Sweden
| | - Johnny Ludvigsson
- Department of Biomedical and Clinical Sciences, Crown Princess Victoria's Children Hospital and Division of Pediatrics, Linköping University, Linköping, Sweden
| | - Jeanette Wahlberg
- Department of Acute Internal Medicine and Geriatrics in Linköping, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
- Faculty of Medical Sciences, Örebro University, Örebro, Sweden
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17
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McGonigal A, Tankisi H. Artificial Intelligence (AI): Why does it matter for clinical neurophysiology? Neurophysiol Clin 2024; 54:102993. [PMID: 38878425 DOI: 10.1016/j.neucli.2024.102993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 05/31/2024] [Indexed: 06/24/2024] Open
Affiliation(s)
- A McGonigal
- Neurosciences Centre, Mater Hospital, Queensland Brain Institute, The University of Queensland, Australia
| | - H Tankisi
- Department of Clinical Neurophysiology, Aarhus University Hospital, Aarhus, Denmark.
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18
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Lai YR, Chiu WC, Huang CC, Cheng BC, Kung CT, Lin TY, Chiang HC, Tsai CJ, Kung CF, Lu CH. Longitudinal artificial intelligence-based deep learning models for diagnosis and prediction of the future occurrence of polyneuropathy in diabetes and prediabetes. Neurophysiol Clin 2024; 54:102982. [PMID: 38761793 DOI: 10.1016/j.neucli.2024.102982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/21/2024] [Accepted: 04/21/2024] [Indexed: 05/20/2024] Open
Abstract
OBJECTIVE The objective of this study was to develop artificial intelligence-based deep learning models and assess their potential utility and accuracy in diagnosing and predicting the future occurrence of diabetic distal sensorimotor polyneuropathy (DSPN) among individuals with type 2 diabetes mellitus (T2DM) and prediabetes. METHODS In 394 patients (T2DM=300, Prediabetes=94), we developed a DSPN diagnostic and predictive model using Random Forest (RF)-based variable selection techniques, specifically incorporating the combined capabilities of the Clinical Toronto Neuropathy Score (TCNS) and nerve conduction study (NCS) to identify relevant variables. These important variables were then integrated into a deep learning framework comprising Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM) networks. To evaluate temporal predictive efficacy, patients were assessed at enrollment and one-year follow-up. RESULTS RF-based variable selection identified key factors for diagnosing DSPN. Numbness scores, sensory test results (vibration), reflexes (knee, ankle), sural nerve attributes (sensory nerve action potential [SNAP] amplitude, nerve conduction velocity [NCV], latency), and peroneal/tibial motor NCV were candidate variables at baseline and over one year. Tibial compound motor action potential amplitudes were used for initial diagnosis, and ulnar SNAP amplitude for subsequent diagnoses. CNNs and LSTMs achieved impressive AUC values of 0.98 for DSPN diagnosis prediction, and 0.93 and 0.89 respectively for predicting the future occurrence of DSPN. RF techniques combined with two deep learning algorithms exhibited outstanding performance in diagnosing and predicting the future occurrence of DSPN. These algorithms have the potential to serve as surrogate measures, aiding clinicians in accurate diagnosis and future prediction of DSPN.
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Affiliation(s)
- Yun-Ru Lai
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan; Department of Hyperbaric Oxygen Therapy Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Wen-Chan Chiu
- Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Cheng Huang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ben-Chung Cheng
- Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chia-Te Kung
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ting Yin Lin
- Department of Nursing, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hui Ching Chiang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | | | - Chien-Feng Kung
- Department of Intelligent Commerce, National Kaohsiung University of Science and Technology
| | - Cheng-Hsien Lu
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan; Department of Biological Science, National Sun Yat-Sen University, Kaohsiung, Taiwan; Department of Neurology, Xiamen Chang Gung Memorial Hospital, Xiamen, Fujian, China.
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19
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Atmaca A, Ketenci A, Sahin I, Sengun IS, Oner RI, Erdem Tilki H, Adas M, Soyleli H, Demir T. Expert opinion on screening, diagnosis and management of diabetic peripheral neuropathy: a multidisciplinary approach. Front Endocrinol (Lausanne) 2024; 15:1380929. [PMID: 38952393 PMCID: PMC11215140 DOI: 10.3389/fendo.2024.1380929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/15/2024] [Indexed: 07/03/2024] Open
Abstract
The proposed expert opinion aimed to address the current knowledge on conceptual, clinical, and therapeutic aspects of diabetic peripheral neuropathy (DPN) and to provide a guidance document to assist clinicians for the best practice in DPN care. The participating experts consider the suspicion of the disease by clinicians as a key factor in early recognition and diagnosis, emphasizing an improved awareness of the disease by the first-admission or referring physicians. The proposed "screening and diagnostic" algorithm involves the consideration of DPN in a patient with prediabetes or diabetes who presents with neuropathic symptoms and/or signs of neuropathy in the presence of DPN risk factors, with careful consideration of laboratory testing to rule out other causes of distal symmetric peripheral neuropathy and referral for a detailed neurological work-up for a confirmative test of either small or large nerve fiber dysfunction in atypical cases. Although, the first-line interventions for DPN are currently represented by optimized glycemic control (mainly for type 1 diabetes) and multifactorial intervention (mainly for type 2 diabetes), there is a need for individualized pathogenesis-directed treatment approaches for DPN. Alpha-lipoic acid (ALA) seems to be an important first-line pathogenesis-directed agent, given that it is a direct and indirect antioxidant that works with a strategy targeted directly against reactive oxygen species and indirectly in favor of endogenous antioxidant capacity for improving DPN conditions. There is still a gap in existing research in the field, necessitating well-designed, robust, multicenter clinical trials with sensitive endpoints and standardized protocols to facilitate the diagnosis of DPN via a simple and effective algorithm and to track progression of disease and treatment response. Identification of biomarkers/predictors that would allow an individualized approach from a potentially disease-modifying perspective may provide opportunities for novel treatments that would be efficacious in early stages of DPN, and may modify the natural course of the disease. This expert opinion document is expected to increase awareness among physicians about conceptual, clinical, and therapeutic aspects of DPN and to assist them in timely recognition of DPN and translating this information into their clinical practice for best practice in the management of patients with DPN.
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Affiliation(s)
- Aysegul Atmaca
- Department of Endocrinology and Metabolism, Ondokuz Mayis University Faculty of Medicine, Samsun, Türkiye
| | - Aysegul Ketenci
- Department of Physical Medicine and Rehabilitation, Koc University Faculty of Medicine, Istanbul, Türkiye
| | - Ibrahim Sahin
- Department of Endocrinology and Metabolism, Inonu University Faculty of Medicine, Malatya, Türkiye
| | - Ihsan Sukru Sengun
- Department of Neurology, Dokuz Eylul University Faculty of Medicine, Izmir, Türkiye
| | - Ramazan Ilyas Oner
- Department of Internal Medicine, Adiyaman University Faculty of Medicine, Adiyaman, Türkiye
| | - Hacer Erdem Tilki
- Department of Neurology, Ondokuz Mayis University Faculty of Medicine, Samsun, Türkiye
| | - Mine Adas
- Department of Endocrinology, Prof. Dr. Cemil Tascioglu City Hospital, Istanbul, Türkiye
| | - Hatice Soyleli
- Department of Medical Affairs, Abdi Ibrahim Pharmaceuticals, Istanbul, Türkiye
| | - Tevfik Demir
- Department of Endocrinology and Metabolism, Dokuz Eylul University Faculty of Medicine, Izmir, Türkiye
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Kahveci A, Cengiz BC, Alcan V, Gürses S, Zinnuroğlu M. The effect of foot somatosensory loss in postural control during Functional reach test in patients with diabetic polyneuropathy: A controlled study. Foot (Edinb) 2024; 59:102097. [PMID: 38615395 DOI: 10.1016/j.foot.2024.102097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 04/02/2024] [Accepted: 04/09/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND In patients with diabetic polyneuropathy (DPN), differences in postural control due to losing the lower limb somatosensory information were reported. However, it is still unclear by which mechanisms the dynamic postural instability is caused. OBJECTIVES This study aimed to investigate postural control differences and neuromuscular adaptations resulting from foot somatosensory loss due to DPN. METHODS In this controlled cross-sectional study, fourteen DPN patients and fourteen healthy controls performed the Functional Reach Test (FRT) as a dynamic task. The postural control metrics were simultaneously measured using force plate, motion capture system, and surface electromyography (sEMG). The main metrics including reach length (FR), FR to height ratio (FR/H), displacement of CoM and CoP, moment arm (MA), and arch height ratio. Also, kinematic (range of motion of ankle, knee, and hip joints), and sEMG metrics (latencies and root mean square amplitudes of ankle and hallux muscles) were measured. To compare variables between groups, the independent sample T-test for (normally distributed) and the Mann-Whitney U test (non-normally distributed) were used. RESULTS The subjects' reach length (FR), FR to height ratio, absolute MA, and displacement of CoM were significantly shorter than controls, while displacement of CoP was not significant. Arch height ratio was found significantly lower in DPN patients. We observed that CoM was lagging CoP in patients (MA = + 0.89) while leading in controls (MA = -1.60). Although, the muscles of patients showed significantly earlier activation, root mean square sEMG amplitudes were found similar. Also, DPN patients showed significantly less hip flexion, knee extension, and ankle plantar flexion. CONCLUSIONS This study presented that decreasing range of motion at lower limbs' joints and deterioration in foot function caused poor performance at motor execution during FRT in DPN patients.
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Affiliation(s)
- Abdulvahap Kahveci
- Department of Physical Medicine and Rehabilitation, School of Medicine, Gazi University, Ankara, Turkey; Division of Rheumatology, Kastamonu Training and Research Hospital, Kastamonu, Turkey.
| | - Berat Can Cengiz
- Department of Engineering Sciences, Middle East Technical University, Ankara, Turkey
| | - Veysel Alcan
- Department of Electrical and Electronics Engineering, Tarsus University, Mersin, Turkey
| | - Senih Gürses
- Department of Engineering Sciences, Middle East Technical University, Ankara, Turkey
| | - Murat Zinnuroğlu
- Department of Physical Medicine and Rehabilitation, School of Medicine, Gazi University, Ankara, Turkey
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21
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Abraham A, Bril V. Electrophysiological grading scale for polyneuropathy severity. PLoS One 2024; 19:e0302491. [PMID: 38776287 PMCID: PMC11111052 DOI: 10.1371/journal.pone.0302491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 04/05/2024] [Indexed: 05/24/2024] Open
Abstract
OBJECTIVE To establish a simple electrophysiological scale for patients with distal symmetric axonal polyneuropathy, in order to promote standardized and informative electrodiagnostic reporting, and understand the complex relationship between electrophysiological and clinical polyneuropathy severity. METHODS We included 76 patients with distal symmetric axonal polyneuropathy, from a cohort of 151 patients with polyneuropathy prospectively recruited from November 2016 to May 2017. Patients underwent nerve conduction studies (NCS), were evaluated by the Toronto Clinical Neuropathy Score (TCNS), and additional tests. The number of abnormal NCS parameters was determined, within the range of 0-4, considering low amplitude or conduction velocity in the sural and peroneal nerve. RESULTS Higher number of NCS abnormalities was associated with higher TCNS, indicating more severe polyneuropathy. Polyneuropathy severity per the TCNS was most frequently (63%-70%) mild in patients with a low (0-1) number of NCS abnormalities, and most frequently (57%-67%) severe in patients with a high number (3-4) of NCS abnormalities, while patients with an intermediate (2) number of NCS abnormalities showed mainly mild and moderate severity with equal distribution (40%). CONCLUSIONS A simple NCS classification system can objectively grade polyneuropathy severity, although significant overlap exists especially at the intermediate range, underscoring the importance of clinical based scoring.
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Affiliation(s)
- Alon Abraham
- Neuromuscular Diseases Unit, Department of Neurology, Tel Aviv Sourasky Medical Center, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Vera Bril
- Ellen and Martin Prosserman Centre for Neuromuscular Diseases, Division of Neurology, Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
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22
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Zhou PB, Li W, Sun HT. Comments on "High-frequency spinal cord stimulation (10 kHz) alters sensory function and nerve fiber density in painful diabetic neuropathy: a pilot prospective open-label study". PAIN MEDICINE (MALDEN, MASS.) 2024; 25:362-363. [PMID: 38109669 DOI: 10.1093/pm/pnad162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 12/04/2023] [Indexed: 12/20/2023]
Affiliation(s)
- Peng-Bo Zhou
- The First School of Clinical Medical, Lanzhou University, Lanzhou, Gansu 730000, People's Republic of China
- Tianjin Key Laboratory of Neurotrauma Repair, Characteristic Medical Center of People's Armed Police Forces, Tianjin 300162, People's Republic of China
| | - Wei Li
- The First School of Clinical Medical, Lanzhou University, Lanzhou, Gansu 730000, People's Republic of China
- Tianjin Key Laboratory of Neurotrauma Repair, Characteristic Medical Center of People's Armed Police Forces, Tianjin 300162, People's Republic of China
| | - Hong-Tao Sun
- The First School of Clinical Medical, Lanzhou University, Lanzhou, Gansu 730000, People's Republic of China
- Tianjin Key Laboratory of Neurotrauma Repair, Characteristic Medical Center of People's Armed Police Forces, Tianjin 300162, People's Republic of China
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23
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Zhuang R, Xiong Z, Yan S, Zhang H, Dong Q, Liu W, Miao J, Zhuo Y, Fan X, Zhang W, Wang X, Liu L, Cao J, Zhang T, Hao C, Huang X, Jiang L. Efficacy of electro-acupuncture versus sham acupuncture for diabetic peripheral neuropathy: study protocol for a three-armed randomised controlled trial. BMJ Open 2024; 14:e079354. [PMID: 38569706 PMCID: PMC10989182 DOI: 10.1136/bmjopen-2023-079354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 03/15/2024] [Indexed: 04/05/2024] Open
Abstract
INTRODUCTION Specific treatment for diabetic peripheral neuropathy (DPN) is still lacking, and acupuncture may relieve the symptoms. We intend to investigate the efficacy and safety of electro-acupuncture (EA) in alleviating symptoms associated with DPN in diabetes. METHODS AND ANALYSIS This multicentre, three-armed, participant- and assessor-blind, randomised, sham-controlled trial will recruit 240 eligible participants from four hospitals in China and will randomly assign (1:1:1) them to EA, sham acupuncture (SA) or usual care (UC) group. Participants in the EA and SA groups willl receive either 24-session EA or SA treatment over 8 weeks, followed by an 8-week follow-up period, while participants in the UC group will be followed up for 16 weeks. The primary outcome of this trial is the change in DPN symptoms from baseline to week 8, as rated by using the Total Symptom Score. The scale assesses four symptoms: pain, burning, paraesthesia and numbness, by evaluating the frequency and severity of each. All results will be analysed with the intention-to-treat population. ETHICS AND DISSEMINATION The protocol has been approved by the Ethics Committee of the Beijing University of Chinese Medicine (Identifier: 2022BZYLL0509). Every participant will be informed of detailed information about the study before signing informed consent. The results of this trial will be published in a peer-reviewed journal. TRIAL REGISTRATION NUMBER ChiCTR2200061408.
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Affiliation(s)
- Rong Zhuang
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Zhiyi Xiong
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Shiyan Yan
- School of Acupuncture-Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Haoran Zhang
- College of Preschool Education, Beijing Youth Politics College, Beijing, China
| | - Qi Dong
- Department of Metabolic Diseases, Shanxi Provincial Hospital of Traditional Chinese Medicine, Taiyuan, Shanxi, China
| | - Weiai Liu
- Department of Acupuncture and Massage Rehabilitation, The Second Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Jinling Miao
- Acupuncture and Moxibustion Department, Shanxi Provincial Acupuncture and Moxibustion Hospital, Taiyuan, Shanxi, China
| | - Yuanyuan Zhuo
- Department of Acupuncture and Moxibustion, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, Guangdong, China
| | - Xiaohong Fan
- Department of Metabolic Diseases, Shanxi Provincial Hospital of Traditional Chinese Medicine, Taiyuan, Shanxi, China
| | - Weiliang Zhang
- Department of Metabolic Diseases, Shanxi Provincial Hospital of Traditional Chinese Medicine, Taiyuan, Shanxi, China
| | - Xiaomei Wang
- Department of Metabolic Diseases, Shanxi Provincial Hospital of Traditional Chinese Medicine, Taiyuan, Shanxi, China
| | - Lian Liu
- Department of Acupuncture and Massage Rehabilitation, The Second Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Jianan Cao
- Department of Acupuncture and Massage Rehabilitation, The Second Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Tiansheng Zhang
- Acupuncture and Moxibustion Department, Shanxi Provincial Acupuncture and Moxibustion Hospital, Taiyuan, Shanxi, China
| | - Chongyao Hao
- Acupuncture and Moxibustion Department, Shanxi Provincial Acupuncture and Moxibustion Hospital, Taiyuan, Shanxi, China
| | - Xingxian Huang
- Department of Acupuncture and Moxibustion, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, Guangdong, China
| | - Lijiao Jiang
- The fourth Clinical Medical College, Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
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Aso Y, Iijima T, Jojima T, Saito M, Tanuma D, Kase M, Sakurai S, Tomaru T, Usui I. High serum levels of CCL11/Eotaxin-1 are associated with diabetic sensorimotor polyneuropathy and peripheral nerve function but not with cardiac autonomic neuropathy in people with type 2 diabetes. Postgrad Med 2024; 136:318-324. [PMID: 38660919 DOI: 10.1080/00325481.2024.2347196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 04/19/2024] [Indexed: 04/26/2024]
Abstract
AIMS To investigate whether higher serum CCL11/Eotaxin-1, a biomarker for aging and neurodegenerative and neuroinflammatory disorders, is associated with diabetic sensorimotor polyneuropathy (DSPN), peripheral nerve dysfunction, and cardiac autonomic neuropathy in people with type 2 diabetes. METHODS This cross-sectional study included 106 patients with type 2 diabetes and 40 healthy controls, matched for the age and sex distribution of the diabetes group as a whole. The CC chemokines CCL11/Eotaxin-1 and CCL22/MDC were measured in fasting serum samples. DSPN and peripheral nerve function were assessed by neurological examination and nerve conduction studies, and cardiac autonomic function, by heart rate variability (HRV) and corrected QT (QTc) time. The cardio-ankle vascular index (CAVI) was measured as a marker for arterial stiffness. RESULTS Serum CCL11/Eotaxin-1 levels were significantly higher in diabetic patients than in healthy controls (183 ± 63.5 vs. 113.1 ± 38.5 pg/ml, p < 0.001), but serum CCL22/MDC levels were not significantly different between the two groups. In the diabetes group, the serum CCL11/Eotaxin-1 level was positively correlated with ulnar and sural nerve conduction velocities (p = 0.0009, p = 0.0208, respectively) and sensory nerve action potential (p = 0.0083), and CAVI (p = 0.0005), but not with HRV indices or QTc time, and serum CCL22/MDC was not significantly correlated with any indices of nerve conduction. In a model adjusted for age and duration of diabetes, serum CCL11/Eotaxin-1 was still associated with ulnar nerve conduction velocity (p = 0.02124). Serum CCL11/Eotaxin-1, but not CCL22/MDC, was significantly higher in patients with than in those without DSPN (208.2 ± 71.6 vs. 159.1 ± 45.1 pg/ml, respectively; p < 0.0001). CONCLUSIONS Serum CCL11/Eotaxin-1 is elevated in patients with DSPN and is associated with peripheral nerve dysfunction, in particular sensory nerve conduction velocity, suggesting that serum CCL11/Eotaxin-1 may be a potential biomarker for DSPN. CLINICAL TRIAL REGISTRATION University Hospital Medical Information Network (UMIN) Clinical Trials Registry (UMIN000040631).
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Affiliation(s)
- Yoshimasa Aso
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Toshie Iijima
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Teruo Jojima
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Masahiro Saito
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Dai Tanuma
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Masato Kase
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Shintaro Sakurai
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Takuya Tomaru
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Isao Usui
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi, Japan
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Weber KS, Schlesinger S, Lang A, Straßburger K, Maalmi H, Zhu A, Zaharia OP, Strom A, Bönhof GJ, Goletzke J, Trenkamp S, Wagner R, Buyken AE, Lieb W, Roden M, Herder C. Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes. Nutr Metab Cardiovasc Dis 2024; 34:911-924. [PMID: 38418350 DOI: 10.1016/j.numecd.2023.12.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 12/11/2023] [Accepted: 12/29/2023] [Indexed: 03/01/2024]
Abstract
BACKGROUND AND AIMS Differences of dietary pattern adherence across the novel diabetes endotypes are unknown. This study assessed adherence to pre-specified dietary patterns and their associations with cardiovascular risk factors, kidney function, and neuropathy among diabetes endotypes. METHODS AND RESULTS The cross-sectional analysis included 765 individuals with recent-onset (67 %) and prevalent diabetes (33 %) from the German Diabetes Study (GDS) allocated into severe autoimmune diabetes (SAID, 35 %), severe insulin-deficient diabetes (SIDD, 3 %), severe insulin-resistant diabetes (SIRD, 5 %), mild obesity-related diabetes (MOD, 28 %), and mild age-related diabetes (MARD, 29 %). Adherence to a Mediterranean diet score (MDS), Dietary Approaches to Stop Hypertension (DASH) score, overall plant-based diet (PDI), healthful (hPDI) and unhealthful plant-based diet index (uPDI) was derived from a food frequency questionnaire and associated with cardiovascular risk factors, kidney function, and neuropathy using multivariable linear regression analysis. Differences in dietary pattern adherence between endotypes were assessed using generalized mixed models. People with MARD showed the highest, those with SIDD and MOD the lowest adherence to the hPDI. Adherence to the MDS, DASH, overall PDI, and hPDI was inversely associated with high-sensitivity C-reactive protein (hsCRP) among people with MARD (β (95%CI): -9.18 % (-15.61; -2.26); -13.61 % (-24.17; -1.58); -19.15 % (-34.28; -0.53); -16.10 % (-28.81; -1.12), respectively). Adherence to the PDIs was associated with LDL cholesterol among people with SAID, SIRD, and MOD. CONCLUSIONS Minor differences in dietary pattern adherence (in particular for hPDI) and associations with markers of diabetes-related complications (e.g. hsCRP) were observed between endotypes. So far, evidence is insufficient to derive endotype-specific dietary recommendations. TRIAL REGISTRATION Clinicaltrials.gov: NCT01055093.
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Affiliation(s)
| | - Sabrina Schlesinger
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Alexander Lang
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Klaus Straßburger
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Haifa Maalmi
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Anna Zhu
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Oana-Patricia Zaharia
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Alexander Strom
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Gidon J Bönhof
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Janina Goletzke
- Faculty of Natural Sciences, Institute of Nutrition, Consumption and Health, Paderborn University, Paderborn, Germany
| | - Sandra Trenkamp
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Robert Wagner
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Anette E Buyken
- Faculty of Natural Sciences, Institute of Nutrition, Consumption and Health, Paderborn University, Paderborn, Germany
| | - Wolfgang Lieb
- Institute of Epidemiology, Kiel University, Kiel, Germany
| | - Michael Roden
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Christian Herder
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
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Roohi TF, Mehdi S, Aarfi S, Krishna KL, Pathak S, Suhail SM, Faizan S. Biomarkers and signaling pathways of diabetic nephropathy and peripheral neuropathy: possible therapeutic intervention of rutin and quercetin. Diabetol Int 2024; 15:145-169. [PMID: 38524936 PMCID: PMC10959902 DOI: 10.1007/s13340-023-00680-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 11/30/2023] [Indexed: 03/26/2024]
Abstract
Diabetic nephropathy and peripheral neuropathy are the two main complications of chronic diabetes that contribute to high morbidity and mortality. These conditions are characterized by the dysregulation of multiple molecular signaling pathways and the presence of specific biomarkers such as inflammatory cytokines, indicators of oxidative stress, and components of the renin-angiotensin system. In this review, we systematically collected and collated the relevant information from MEDLINE, EMBASE, ELSEVIER, PUBMED, GOOGLE, WEB OF SCIENCE, and SCOPUS databases. This review was conceived with primary objective of revealing the functions of these biomarkers and signaling pathways in the initiation and progression of diabetic nephropathy and peripheral neuropathy. We also highlighted the potential therapeutic effectiveness of rutin and quercetin, two plant-derived flavonoids known for their antioxidant and anti-inflammatory properties. The findings of our study demonstrated that both flavonoids can regulate important disease-promoting systems, such as inflammation, oxidative stress, and dysregulation of the renin-angiotensin system. Importantly, rutin and quercetin have shown protective benefits against nephropathy and neuropathy in diabetic animal models, suggesting them as potential therapeutic agents. These findings provide a solid foundation for further comprehensive investigations and clinical trials to evaluate the potential of rutin and quercetin in the management of diabetic nephropathy and peripheral neuropathy. This may contribute to the development of more efficient and comprehensive treatment approaches for diabetes-associated complications.
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Affiliation(s)
- Tamsheel Fatima Roohi
- Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Mysore, Karnataka 570015 India
| | - Seema Mehdi
- Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Mysore, Karnataka 570015 India
| | - Sadaf Aarfi
- Department of Pharmaceutics, Amity University, Lucknow, Uttar Pradesh India
| | - K. L. Krishna
- Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Mysore, Karnataka 570015 India
| | - Suman Pathak
- Department of Dravyaguna, Govt. Ayurvedic Medical College, Shimoga, Karnataka 577 201 India
| | - Seikh Mohammad Suhail
- Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Mysore, Karnataka 570015 India
| | - Syed Faizan
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Mysore, Karnataka 570015 India
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Sand T, Grøtting A, Uglem M, Augestad N, Johnsen G, Sandvik J. Neuropathy 10-15 years after Roux-en-Y gastric bypass for severe obesity: A community-controlled nerve conduction study. Clin Neurophysiol Pract 2024; 9:130-137. [PMID: 38618240 PMCID: PMC11015066 DOI: 10.1016/j.cnp.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 02/29/2024] [Accepted: 03/18/2024] [Indexed: 04/16/2024] Open
Abstract
Objective We searched for long-term peripheral nerve complications 10-15 years after Roux-en-Y gastric bypass surgery (RYGB), using a comprehensive nerve conduction study (NCS) protocol. Methods Patients (n = 175, mean age 52.0, BMI 35.2) and 86 community-controls (mean age 56.8, BMI 27.2) had NCS of one upper and lower limb. New abnormality scores from 27 polyneuropathy-relevant (PNP27s) and four carpal tunnel syndrome-relevant NCS-measures (CTS4s) were compared between groups with non-parametric statistics. Estimated prevalences were compared by 95 % confidence limits. The clinical neurophysiologist's diagnosis was retrieved from hospital records (PNP-ncs, CTS-ncs, other). Results Abnormality score did not differ between RYGB and control groups (PNP27s: 1.9 vs 1.7, CTS4s: 0.7 vs 0.6, p > 0.29). BMI correlated weakly with CTS4s in patients (rho = 0.19, p = 0.01), and less with PNP27s (rho = 0.12, p = 0.12). Polyneuropathy (PNP-ncs) prevalence was 12 % in patients and 8 % in controls. CTS-ncs prevalence was 21 % in patients and 10 % in controls (p = 0.04). Conclusions NCS-based abnormality scores did not differ between patients 10-15 years after RYGB and community-recruited controls, neither for PNP nor CTS. Significance Long-term polyneuropathic complications from RYGB have probably been avoided by modern treatment guidelines. NCS-diagnosed CTS is common in overweight RYGB patients. RYGB-patients with significant neuropathic symptoms need clinical evaluation.
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Affiliation(s)
- Trond Sand
- Department of Neurology and Clinical Neurophysiology, St. Olavs Hospital, Trondheim University Hospital, Norway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Arnstein Grøtting
- Department of Neurology and Clinical Neurophysiology, St. Olavs Hospital, Trondheim University Hospital, Norway
| | - Martin Uglem
- Department of Neurology and Clinical Neurophysiology, St. Olavs Hospital, Trondheim University Hospital, Norway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Nils Augestad
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Gjermund Johnsen
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Norwegian National Advisory Unit on Advanced Laparoscopic Surgery, Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Norway
| | - Jorunn Sandvik
- Department of Surgery, Møre and Romsdal Hospital Trust, Ålesund, Norway
- Centre for Obesity Research, Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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Mo PC, Hsu HY, Lin CF, Cheng YS, Tu IT, Kuo LC, Su FC. Distinguish different sensorimotor performance of the hand between the individuals with diabetes mellitus and chronic kidney disease through deep learning models. Front Bioeng Biotechnol 2024; 12:1351485. [PMID: 38486865 PMCID: PMC10937541 DOI: 10.3389/fbioe.2024.1351485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/15/2024] [Indexed: 03/17/2024] Open
Abstract
Diabetes mellitus and chronic kidney disease represent escalating global epidemics with comorbidities akin to neuropathies, resulting in various neuromuscular symptoms that impede daily performance. Interestingly, previous studies indicated differing sensorimotor functions within these conditions. If assessing sensorimotor features can effectively distinguish between diabetes mellitus and chronic kidney disease, it could serve as a valuable and non-invasive indicator for early detection, swift screening, and ongoing monitoring, aiding in the differentiation between these diseases. This study classified diverse diagnoses based on motor performance using a novel pinch-holding-up-activity test and machine learning models based on deep learning. Dataset from 271 participants, encompassing 3263 hand samples across three cohorts (healthy adults, diabetes mellitus, and chronic kidney disease), formed the basis of analysis. Leveraging convolutional neural networks, three deep learning models were employed to classify healthy adults, diabetes mellitus, and chronic kidney disease based on pinch-holding-up-activity data. Notably, the testing set displayed accuracies of 95.3% and 89.8% for the intra- and inter-participant comparisons, respectively. The weighted F1 scores for these conditions reached 0.897 and 0.953, respectively. The study findings underscore the adeptness of the dilation convolutional neural networks model in distinguishing sensorimotor performance among individuals with diabetes mellitus, chronic kidney disease, and healthy adults. These outcomes suggest discernible differences in sensorimotor performance across the diabetes mellitus, chronic kidney disease, and healthy cohorts, pointing towards the potential of rapid screening based on these parameters as an innovative clinical approach.
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Affiliation(s)
- Pu-Chun Mo
- Department of Biomedical Engineering, College of Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Hsiu-Yun Hsu
- Department of Physical Medicine and Rehabilitation, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Cheng-Feng Lin
- Department of Physical Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yu-Shiuan Cheng
- Department of Biomedical Engineering, College of Engineering, National Cheng Kung University, Tainan, Taiwan
| | - I-Te Tu
- Department of Biomedical Engineering, College of Engineering, National Cheng Kung University, Tainan, Taiwan
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Li-Chieh Kuo
- Department of Biomedical Engineering, College of Engineering, National Cheng Kung University, Tainan, Taiwan
- Department of Physical Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
| | - Fong-Chin Su
- Department of Biomedical Engineering, College of Engineering, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
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Hormazábal-Aguayo I, Muñoz-Pardeza J, López-Gil JF, Huerta-Uribe N, Chueca-Guindulain MJ, Berrade-Zubiri S, Burillo Sánchez E, Izquierdo M, Ezzatvar Y, García-Hermoso A. Comprehensive management of children and adolescents with type 1 diabetes mellitus through personalized physical exercise and education using an mHealth system: The Diactive-1 study protocol. Front Endocrinol (Lausanne) 2024; 15:1354734. [PMID: 38379866 PMCID: PMC10877052 DOI: 10.3389/fendo.2024.1354734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/18/2024] [Indexed: 02/22/2024] Open
Abstract
Introduction The use of new technologies presents an opportunity to promote physical activity, especially among young people with type 1 diabetes (T1DM), who tend to be less active compared to their healthy counterparts. The aim of this study is to investigate the impact of a personalized resistance exercise program, facilitated by the Diactive-1 App, on insulin requirements among children and adolescents diagnosed with T1DM. Methods and analysis A minimum of 52 children and adolescents aged 8-18 years, who were diagnosed with T1DM at least 6 months ago, will be randomly assigned to either a group engaging in an individualized resistance exercise program at least 3 times per week over a 24-week period or a waiting-list control group. The primary outcome will be the daily insulin dose requirement. The secondary outcomes will include glycemic control, cardiometabolic profile, body composition, vascular function, physical fitness, 24-hour movement behaviors, diet, and psychological parameters. The usability of the app will also be assessed. Ethics and dissemination Ethical approval to conduct this study has been granted by the University Hospital of Navarra Research Board (PI_2020/140). Parents or legal guardians of minors participating in the study will provide written consent, while children and adolescents will sign an assent form to indicate their voluntary agreement. The trial's main findings will be shared through conference presentations, peer-reviewed publications, and communication directly with participating families. This study aims to offer valuable insights into the holistic management of children and adolescents with T1DM by utilizing personalized exercise interventions through an mHealth system. Trial registration NCT06048757.
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Affiliation(s)
- Ignacio Hormazábal-Aguayo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Jacinto Muñoz-Pardeza
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | | | - Nidia Huerta-Uribe
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | | | - Sara Berrade-Zubiri
- Pediatric Endocrinology Unit, Hospital Universitario de Navarra (HUN), IdiSNA, Pamplona, Spain
| | | | - Mikel Izquierdo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Yasmin Ezzatvar
- Department of Nursing, Universitat de València, Valencia, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
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Ashoori M, Pourahmadi M, Hashemi SE, Dadgoo M, Hosseini MS. The effectiveness of neurodynamic techniques in patients with diabetic peripheral neuropathy: Study protocol for a randomized sham-controlled trial. Adv Biomed Res 2024; 13:6. [PMID: 38525394 PMCID: PMC10958726 DOI: 10.4103/abr.abr_180_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 09/17/2023] [Accepted: 09/18/2023] [Indexed: 03/26/2024] Open
Abstract
Background Diabetic peripheral neuropathy (DPN) is one of the most common complications of diabetes mellitus (DM). DPN is the primary risk factor for diabetic foot ulcers that can cause amputation. Although several observational studies have investigated the morphological and biomechanical characteristics of peripheral nerves in DPN, interventional studies regarding the effectiveness of neurodynamic techniques (NDT) in DPN patients are confined to a handful. The effects of NDT on neuropathy severity, nerve conduction parameters, quality of life (QoL), and mechanosensitivity have not been explored yet in this population. Materials and Methods Forty type 2 DPN (T2DPN) patients, diagnosed based on an electrodiagnosis study, will be recruited into two groups. The experimental group will receive the tibial nerve's real proximal and distal slider techniques in addition to DPN standard treatment as a basic treatment, and the control group will receive the tibial nerve's sham proximal and distal slider techniques along with the basic treatment for eight sessions twice a week. Baseline and post-intervention assessments will be based on the Michigan diabetic neuropathy score (MDNS) (primary outcome), tibial nerve conduction parameters, neuropathy-specific quality of life (Neuro QoL) questionnaire, and straight leg raising range of motion (SLR ROM) (secondary outcomes). Results This study is expected to last approximately seven months, depending on recruitment. The results of the study will be published in a peer-reviewed journal. Conclusions The present study will evaluate the efficacy of NDT on the primary and secondary outcome measurements in DPN patients.
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Affiliation(s)
- Mahdi Ashoori
- Iranian Center of Excellence in Physiotherapy, Rehabilitation Research Center, Department of Physiotherapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammadreza Pourahmadi
- Iranian Center of Excellence in Physiotherapy, Rehabilitation Research Center, Department of Physiotherapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Ebrahim Hashemi
- Exercise Physiology Research Center, Life Style Institute, Baqiyatallah al-Azam Hospital, Baqiyatallah University of Medical Science, Tehran, Islamic Republic of Iran
| | - Mehdi Dadgoo
- Iranian Center of Excellence in Physiotherapy, Rehabilitation Research Center, Department of Physiotherapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mahboobeh Sadat Hosseini
- Health Research Center, Life Style Institute, Baqiyatallah al-Azam Hospital, Baqiyatallah University of Medical Science, Tehran, Islamic Republic of Iran
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Mandra EV, Parfenov VA, Akhmedzhanova LT, Fadeev VV, Amosova MV, Popovskaya KA. [The intensity of neuropathic pain and the severity of insomnia in diabetic polyneuropathy]. Zh Nevrol Psikhiatr Im S S Korsakova 2024; 124:87-92. [PMID: 38934671 DOI: 10.17116/jnevro202412405287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Abstract
OBJECTIVE To determine the prevalence of insomnia and the effectiveness of its treatment in patients with a painful form of diabetic polyneuropathy (DPN). MATERIAL AND METHODS Fifty patients with the painful form of DPN were randomly divided into 2 groups: the standard therapy group (ST) and the extended therapy group (ET). In the ST group, a single lesson on sleep hygiene was conducted, in the ET group there were 3-4 face-to-face individual sessions for the treatment of insomnia for two weeks. Both groups were interviewed at the time of hospitalization, after 3 and 6 months. The severity of polyneuropathy and the nature of neuropathic pain were assessed using the Neuropathic Neuropathy Impairment Score in the Lower Limbs (NIS-LL) and the Neuropathy Total Symptom Score - 9 (NTSS-9); the intensity of pain was assessed using a Visual Analog Scale (VAS). Sleep disorders were analyzed using the Pittsburgh Sleep Quality Index (PSQI) and the Insomnia Severity Index (ISI). RESULTS Sleep disorders of varying severity were observed in 82% of patients in the initial survey. In both groups, improvement in sleep quality was noted during treatment, but significantly better results were in the ET group, the ISI score after 6 months was 7.15±2.08 for the ST group and 3.07±2.49 for the ET group (p<0.0001). In the ST group, there was no significant decrease in the intensity of pain and the severity of polyneuropathy in dynamics. In the ET group, a significant decrease in NTSS-9 and VAS scores was found during the initial survey and after 6 months (p<0.0001). The intensity of pain also significantly decreased in the ET group compared with the ST group (p<0.0001) at the end of follow-up, which indicates the importance of sleep normalization in the treatment of neuropathic pain. CONCLUSION Most patients with the painful form of DPN have insomnia. Treatment of insomnia has shown its effectiveness as part of a multimodal approach to the managing of neuropathic pain in DPN and improving the quality of life of patients.
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Affiliation(s)
- E V Mandra
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - V A Parfenov
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - L T Akhmedzhanova
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - V V Fadeev
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - M V Amosova
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - K A Popovskaya
- Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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Tsilingiris D, Schimpfle L, von Rauchhaupt E, Sulaj A, Seebauer L, Herzig S, Szendroedi J, Kopf S, Κender Ζ. Sensory Phenotypes Provide Insight Into the Natural Course of Diabetic Polyneuropathy. Diabetes 2024; 73:135-146. [PMID: 37862374 DOI: 10.2337/db23-0271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023]
Abstract
We aimed to investigate the characteristics and longitudinal course of sensory phenotypes identified through quantitative sensory testing (QST) in the frame of diabetic sensorimotor polyneuropathy (DSPN). A total of 316 individuals with diabetes were examined (type 2 diabetes 78.8%), 250 of whom were undergoing follow-up visits at 1, 2, and/or 4 (2.88 ± 1.27) years. Allocation into four sensory phenotypes (healthy, thermal hyperalgesia [TH], mechanical hyperalgesia [MH], and sensory loss [SL]) at every time point was based on QST profiles of the right foot. Cross-sectional analysis demonstrated a gradual worsening of clinical and electrophysiological sensory findings and increased DSPN prevalence across the groups, culminating in SL. Motor nerve impairment was observed solely in the SL group. Longitudinal analysis revealed a distinct pattern in the developmental course of the phenotype (from healthy to TH, MH, and finally SL). Those with baseline MH exhibited the highest risk of transition to SL. Reversion to healthy status was uncommon and mostly observed in the TH group. Among those without DSPN initially, presence or future occurrence of SL was associated with a three- to fivefold higher likelihood of DSPN development. Our comprehensive longitudinal study of phenotyped patients with diabetes elucidates the natural course of DSPN. QST-based sensory examination together with other tools for phenotyping may be useful in determining the natural course of diabetic neuropathy to identify patients at high risk of DSPN and guide preventive and therapeutic interventions. ARTICLE HIGHLIGHTS The course of diabetic sensorimotor polyneuropathy (DSPN) development, from healthy status to overt DSPN, is poorly understood. We studied the characteristics and longitudinal appearance of lower-extremity sensory phenotypes (healthy, thermal hyperalgesia [TH], mechanical hyperalgesia [MH], and sensory loss [SL]) identified through quantitative sensory testing in individuals with diabetes. There was an increasing severity and patterned order of longitudinal appearance across healthy, TH, MH, and SL phenotypes. SL was most strongly associated with formal DSPN. Our findings provide insight into the natural history of DSPN. Sensory phenotyping can be implemented to identify high-risk individuals and those most likely to benefit from therapeutic interventions.
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Affiliation(s)
- Dimitrios Tsilingiris
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
| | - Lukas Schimpfle
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
| | - Ekaterina von Rauchhaupt
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
| | - Alba Sulaj
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
| | - Lukas Seebauer
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
| | - Stephan Herzig
- German Center for Diabetes Research, Munich-Neuherberg, Germany
- Joint Heidelberg-Institute for Diabetes and Cancer Translational Diabetes Program, Helmholtz Center Munich, Neuherberg, Germany
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Munich-Neuherberg, Germany
| | - Julia Szendroedi
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
- Joint Heidelberg-Institute for Diabetes and Cancer Translational Diabetes Program, Helmholtz Center Munich, Neuherberg, Germany
| | - Stefan Kopf
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
| | - Ζoltan Κender
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Diabetes Research, Munich-Neuherberg, Germany
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Martínez-Sánchez JE, Cárdenas Y, Trujillo X, Ríos-Silva M, Díaz-Reval MI, Bricio-Barrios JA, Muñiz J, Alcaraz-Siqueiros J, Huerta M. Increased Frequency of Giant Miniature End-Plate Potentials at the Neuromuscular Junction in Diabetic Rats. Biomedicines 2023; 12:68. [PMID: 38255175 PMCID: PMC10813272 DOI: 10.3390/biomedicines12010068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/20/2023] [Accepted: 12/23/2023] [Indexed: 01/24/2024] Open
Abstract
There is a need for research addressing the functional characteristics of the motor end-plate in diabetes to identify mechanisms contributing to neuromuscular dysfunction. Here, we investigated the effect of diabetes on spontaneous acetylcholine release in the rat neuromuscular junction. We studied two randomized groups of male Wistar rats (n = 7 per group, 350 ± 50 g, 12-16 weeks of age): one with streptozotocin-induced experimental diabetes, and a healthy control group without diabetes. After 8 weeks of monitoring after diabetes induction, rats in both groups were anesthetized with pentobarbital. Then, the diaphragm muscle was dissected for electrophysiological recordings of miniature end-plate potentials (MEPPs) using a single electrode located at the region of the muscle end-plate. All experiments were conducted at environmental temperature (20-22 °C) in rat Ringer solution with constant bubbling carbogen (95% O2, 5% CO2). Compared to healthy controls, in the diaphragm neuromuscular end-plate derived from diabetic rats, the MEPPs were higher in amplitude and frequency, and the proportion of giant MEPPs was elevated (7.09% vs. 1.4% in controls). Our results showed that diabetes affected the acetylcholine MEPP pattern and increased the number of giant potentials compared to healthy controls.
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Affiliation(s)
- Julián Elías Martínez-Sánchez
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
| | - Yolitzy Cárdenas
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
| | - Xóchitl Trujillo
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
| | - Mónica Ríos-Silva
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima—CONAHCyT, Av. 25 de Julio 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico
| | - M. Irene Díaz-Reval
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
| | - Jaime Alberto Bricio-Barrios
- Facultad de Medicina, Universidad de Colima, Av. Universidad #333, Col. Las Víboras, Colima 28040, Colima, Mexico;
| | - Jesús Muñiz
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
| | - Julio Alcaraz-Siqueiros
- Facultad de Ciencias Biológicas y Agropecuarias, Universidad de Colima, Km 40 Autopista Colima-Manzanillo, Crucero de Tecomán, Tecomán 28930, Colima, Mexico
| | - Miguel Huerta
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Av. 25 de julio # 965, Col. Villas San Sebastián, Colima 28045, Colima, Mexico; (J.E.M.-S.); (X.T.)
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Zhang YY, Chen BX, Chen Z, Wan Q. Correlation study of renal function indices with diabetic peripheral neuropathy and diabetic retinopathy in T2DM patients with normal renal function. Front Public Health 2023; 11:1302615. [PMID: 38174078 PMCID: PMC10762307 DOI: 10.3389/fpubh.2023.1302615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/30/2023] [Indexed: 01/05/2024] Open
Abstract
Background The anticipation of diabetes-related complications remains a challenge for numerous T2DM patients, as there is presently no effective method for early prediction of these complications. This study aims to investigate the association between renal function-related indicators and the occurrence of peripheral neuropathy and retinopathy in individuals diagnosed with type 2 diabetes mellitus (T2DM) who currently have normal renal function. Methods Patients with T2DM who met the criteria were selected from the MMC database and divided into diabetic peripheral neuropathy (DPN) and diabetic retinopathy (DR) groups, with a total of 859 and 487 patients included, respectively. Multivariate logistic regression was used to analyze the relationship between blood urea nitrogen (BUN), creatinine (Cr), uric acid (UA), urine albumin(ALB), albumin-to-creatinine ratio (ACR), estimated glomerular filtration rate (eGFR), and diabetic peripheral neuropathy and retinopathy. Spearman correlation analysis was used to determine the correlation between these indicators and peripheral neuropathy and retinopathy in diabetes. Results In a total of 221 patients diagnosed with DPN, we found positive correlation between the prevalence of DPN and eGFR (18.2, 23.3, 35.7%, p < 0.05). Specifically, as BUN (T1: references; T2:OR:0.598, 95%CI: 0.403, 0.886; T3:OR:1.017, 95%CI: 0.702, 1.473; p < 0.05) and eGFR (T1: references; T2:OR:1.294, 95%CI: 0.857, 1.953; T3:OR:2.142, 95%CI: 1.425, 3.222; p < 0.05) increased, the odds ratio of DPN also increased. Conversely, with an increase in Cr(T1: references; T2:OR:0.86, 95%CI: 0.56, 1.33; T3:OR:0.57, 95%CI: 0.36, 0.91; p < 0.05), the odds ratio of DPN decreased. Furthermore, when considering sensitivity and specificity, eGFR exhibited a sensitivity of 65.2% and specificity of 54.4%, with a 95% confidence interval of 0.568-0.656. Conclusion In this experimental sample, we found a clear positive correlation between eGFR and DPN prevalence.
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Affiliation(s)
- Yue-Yang Zhang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
- Southwest Medical University, Luzhou, China
| | | | - Zhuang Chen
- Medical Laboratory Centre, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Qin Wan
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
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Takahashi O, Sakakibara R, Sawai S. Does glycemic control improve diabetic polyneuropathy? Minerva Endocrinol (Torino) 2023; 48:474-475. [PMID: 38099392 DOI: 10.23736/s2724-6507.22.03877-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Osamu Takahashi
- Unit of Clinical Physiology, Sakura Medical Center, Toho University, Sakura, Japan
| | - Ryuji Sakakibara
- Unit of Neurology, Sakura Medical Center, Toho University, Sakura, Japan -
| | - Setsu Sawai
- Unit of Neurology, Sakura Medical Center, Toho University, Sakura, Japan
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Dos Santos M, Yahya A, Kluding P, Pasnoor M, Wick J, Liu W. The effect of type 2 diabetes and diabetic peripheral neuropathy on predictive grip force control. Exp Brain Res 2023; 241:2605-2616. [PMID: 37730970 DOI: 10.1007/s00221-023-06705-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 09/05/2023] [Indexed: 09/22/2023]
Abstract
This study investigated the impact of type 2 diabetes and diabetic peripheral neuropathy on grip force control during object manipulation. The study included three age-matched groups: type 2 diabetes alone (n = 11), type 2 diabetes with neuropathy (n = 13), and healthy controls (n = 12). Grip force control variables derived from lifting and holding an experimental cup were the ratio between grip force and load forces during lifting (GFR), latency 1 and latency 2, which represented the time between the object's grip and its lift-off from the table, and the period between object's lift-off and the grip force peak, respectively; time lag, which denoted the time difference between the grip and load force peaks during the lifting phase, and finally static force, which was the grip force average during the holding phase. Grip force control variables were compared between groups using one-way ANOVA and Kruskal-Wallis test. Post-hoc analysis was used to compare differences between groups. GFR and latency 1 showed significant differences between groups; the type 2 diabetes with neuropathy group showed larger GFR than the type 2 diabetes alone and healthy control groups. The latency 1was longer for the group with neuropathy in comparison with the health control group. There were no significant differences between groups for latency 2, time lag, and static force. Our results showed impaired GFR and latency 1 in participants with type 2 diabetes with neuropathy while the time lag was preserved. People with type 2 diabetes alone might not have any deficits in grip force control. Higher grip forces might expose people with type 2 diabetes and diabetic peripheral neuropathy to the risk of fatigue and injuring their hands. Future studies should investigate strategies to help people with type 2 diabetes with neuropathy adjust grip forces during object manipulation.
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Affiliation(s)
- Marcio Dos Santos
- Department of Physical Therapy, Rehabilitation Science and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA.
- College of Rehabilitative Sciences, University of St. Augustine for Health Sciences, Miami, 800 S. Douglas Road, Suite 149, Coral Gables, FL, 33134, USA.
| | - Abdalghani Yahya
- Department of Physical Therapy, Rehabilitation Science and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA
| | - Patricia Kluding
- Department of Physical Therapy, Rehabilitation Science and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA
| | - Mamatha Pasnoor
- Department of Neurology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Jo Wick
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Wen Liu
- Department of Physical Therapy, Rehabilitation Science and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA
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Staehelin Jensen T. The pathogenesis of painful diabetic neuropathy and clinical presentation. Diabetes Res Clin Pract 2023; 206 Suppl 1:110753. [PMID: 38245319 DOI: 10.1016/j.diabres.2023.110753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 05/30/2023] [Indexed: 01/22/2024]
Abstract
Diabetic neuropathy is a common complication of diabetes that affects up to 50% of patients during the course of the disease; 20-30% of the patients also develop neuropathic pain. The mechanisms underlying neuropathy are not known in detail, but both metabolic and vascular factors may contribute to the development of neuropathy. The development of the most common type of neuropathy is insidious, often starting distally in the toes and feet and gradually ascending up the leg and later also involving fingers and hands. The symptoms are mainly sensory with either sensory loss or positive symptoms with different types of paresthesia or painful sensations. In more advanced cases motor dysfunction may occur, causing gait disturbances and falls. The diagnosis of neuropathy is based on history and a careful examination, which includes a sensory examination of both large and small sensory nerve fiber function, as well as an examination of motor function and deep tendon reflexes of the lower limbs. Attention needs to be paid to the feet including examination of the skin, joints, and vascular supply. Nerve conduction studies are rarely needed to make a diagnosis of neuropathy. In patients with clear motor deficit or with an asymmetrical presentation, additional electrophysiological examination may be necessary. Early detection of diabetic neuropathy is important to avoid further irreversible injury to the peripheral nerves.
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Affiliation(s)
- Troels Staehelin Jensen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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Määttä LL, Andersen ST, Parkner T, Hviid CVB, Bjerg L, Kural MA, Charles M, Søndergaard E, Sandbæk A, Tankisi H, Witte DR, Jensen TS. Serum neurofilament light chain - A potential biomarker for polyneuropathy in type 2 diabetes? Diabetes Res Clin Pract 2023; 205:110988. [PMID: 38349953 DOI: 10.1016/j.diabres.2023.110988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/23/2023] [Accepted: 10/27/2023] [Indexed: 02/15/2024]
Abstract
AIMS To investigate the relationship between neurofilament light chain (NfL) and the presence and severity of diabetic polyneuropathy (DPN). METHODS We performed cross-sectional analysis of data from 178 participants of the ADDITION-Denmark cohort of people with screen-detected type 2 diabetes and 32 healthy controls. Biobank serum samples were analyzed for NfL using single-molecule array. DPN was defined by Toronto criteria for confirmed DPN. Original and axonal nerve conduction study (NCS) sum z-scores were used as indicators of the severity of DPN and peripheral nerve damage. RESULTS 39 (21.9%) participants had DPN. Serum NfL (s-NfL) was significantly higher in participants with DPN (18.8 ng/L [IQR 14.4; 27.9]) than in participants without DPN (15.4 ng/L [IQR 11.7; 20.1]). There were no unadjusted s-NfL differences between controls (17.6 ng/L [IQR 12.7; 19.8]) and participants with or without DPN. Higher original and axonal NCS sum z-scores were associated with 10% higher s-NfL (10.2 and 12.1% [95% CI's 4.0; 16.8 and 6.6; 17.9] per 1 SD). The AUC of s-NfL for DPN was 0.63 (95% CI 0.52; 0.73). CONCLUSIONS S-NfL is unlikely to be a reliable biomarker for the presence of DPN. S-NfL is however associated tothe severity of the nerve damage underlying DPN.
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Affiliation(s)
- Laura L Määttä
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard, 165, J109, 8200 Aarhus, Denmark; Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark.
| | - Signe T Andersen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard, 165, J109, 8200 Aarhus, Denmark; Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark.
| | - Tina Parkner
- Department of Clinical Biochemistry, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 99, 8200 Aarhus, Denmark Aarhus, Denmark.
| | - Claus V B Hviid
- Department of Clinical Biochemistry, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 99, 8200 Aarhus, Denmark Aarhus, Denmark; Department of Clinical Biochemistry, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark.
| | - Lasse Bjerg
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark; Department of Public Health, Aarhus University, Batholins Allé 2, 8000 Aarhus, Denmark.
| | - Mustafa A Kural
- Department of Clinical Neurophysiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 165, J209, 8200 Aarhus, Denmark.
| | - Morten Charles
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark; Department of Public Health, Aarhus University, Batholins Allé 2, 8000 Aarhus, Denmark.
| | - Esben Søndergaard
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark.
| | - Annelli Sandbæk
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark; Department of Public Health, Aarhus University, Batholins Allé 2, 8000 Aarhus, Denmark.
| | - Hatice Tankisi
- Department of Clinical Neurophysiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 165, J209, 8200 Aarhus, Denmark.
| | - Daniel R Witte
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Palle Juul-Jensens Boulevard, 11, 8200 Aarhus, Denmark; Department of Public Health, Aarhus University, Batholins Allé 2, 8000 Aarhus, Denmark.
| | - Troels S Jensen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard, 165, J109, 8200 Aarhus, Denmark.
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Zaccaria S, Di Perna P, Giurato L, Pecchioli C, Sperti P, Arciprete F, Del Grande A, Nardone I, Wolde Sellasie S, Iani C, Uccioli L. Diabetic Polyneuropathy and Physical Activity in Type 1 Diabetes Mellitus: A Cross-Sectional Study. J Clin Med 2023; 12:6597. [PMID: 37892734 PMCID: PMC10607752 DOI: 10.3390/jcm12206597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 10/09/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND The purpose of this study is to access whether a personal attitude to physical activity (PA) may influence the appearance of diabetic polyneuropathy (DPN) patients with well-controlled type 1 diabetes mellitus. METHODS Ninety patients attending the diabetes technology outpatient clinic were enrolled. DPN was investigated according to the Toronto consensus diagnostic criteria. PA was assessed using the International Physical Activity Questionnaire. RESULTS PA was low in 21.1%, moderate in 42.2% and high in 36.7% of patients. According to Toronto criteria, we defined two categories: the first one with DPN absent or possible (57 (63.3%)) and a second one with DPN certain or probable (33 (36.7%)). The χ2-test of the PA groups and the DPN categories showed a statistically significant difference (p < 0.001), with less neuropathy in patients belonging to the group of moderate/high PA. Exposure to a minimum of 600 MET minutes/week was protective factor against the onset of DPN (odd ratio 0.221, c.i. 0.068-0.720, p = 0.012). CONCLUSIONS This study suggests that DPN is less present in type 1 diabetic patients with good metabolic control and a good personal habit of PA. Moderate-to-vigorous PA of at least 600 MET minutes/week might be a protective factor against DPN.
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Affiliation(s)
- Simona Zaccaria
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Pasquale Di Perna
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Laura Giurato
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Chiara Pecchioli
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Patrizia Sperti
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Flavio Arciprete
- Division of Neurology, Sant’Eugenio Hospital, 00144 Rome, Italy; (F.A.); (A.D.G.); (C.I.)
| | - Alessandra Del Grande
- Division of Neurology, Sant’Eugenio Hospital, 00144 Rome, Italy; (F.A.); (A.D.G.); (C.I.)
| | - Isabella Nardone
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Sium Wolde Sellasie
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
| | - Cesare Iani
- Division of Neurology, Sant’Eugenio Hospital, 00144 Rome, Italy; (F.A.); (A.D.G.); (C.I.)
| | - Luigi Uccioli
- Division of Endocrinology and Diabetes, CTO Andrea Alesini Hospital, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy; (S.Z.); (P.D.P.); (L.G.); (C.P.); (P.S.); (I.N.); (S.W.S.)
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Peters E, Itani M, Kristensen AG, Terkelsen AJ, Krøigård T, Tankisi H, Jensen TS, Finnerup NB, Gylfadottir SS. Cardiovascular autonomic neuropathy in patients with type 2 diabetes with and without sensorimotor polyneuropathy. J Peripher Nerv Syst 2023; 28:450-459. [PMID: 37449440 DOI: 10.1111/jns.12580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/07/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND AND AIMS Cardiovascular autonomic neuropathy (CAN) in patients with diabetes is associated with poor prognosis. We aimed to assess signs of CAN and autonomic symptoms and to investigate the impact of sensorimotor neuropathy on CAN by examining type 2 diabetes patients with (DPN [distal sensorimotor polyneuropathy]) and without distal sensorimotor polyneuropathy (noDPN) and healthy controls (HC). Secondarily, we aimed to describe the characteristics of patients with CAN. METHODS A population of 374 subjects from a previously described cohort of the Danish Centre for Strategic Research in Type 2 Diabetes (DD2) were included. Subjects were examined with the Vagus™ device for the diagnosis of CAN, where two or more abnormal cardiovascular autonomic reflex tests indicate definite CAN. Autonomic symptoms were assessed with Composite Autonomic Symptom Score 31 (COMPASS 31) questionnaire. DPN was defined according to the Toronto consensus panel definition. RESULTS Definite CAN was present in 22% with DPN, 7% without DPN and 3% of HC, and 91% of patients with definite CAN had DPN. Patients with DPN and definite CAN reported higher COMPASS 31 scores compared to patients with noDPN (20.0 vs. 8.3, p < 0.001) and no CAN (22.1 vs. 12.3, p = 0.01). CAN was associated with HbA1c and age in a multivariate logistic regression analysis but was not associated with IEFND or triglycerides. INTERPRETATION One in five patients with DPN have CAN and specific CAN characteristics may help identify patients at risk for developing this severe diabetic complication. Autonomic symptoms were strongly associated with having both DPN and CAN, but too unspecific for diagnosing CAN.
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Affiliation(s)
- Emil Peters
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Mustapha Itani
- Department of Neurology, Odense University Hospital, Odense, Denmark
| | - Alexander G Kristensen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Neurophysiology, Aarhus University Hospital, Aarhus, Denmark
| | - Astrid Juhl Terkelsen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Thomas Krøigård
- Department of Neurology, Odense University Hospital, Odense, Denmark
| | - Hatice Tankisi
- Department of Clinical Neurophysiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Troels S Jensen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Nanna B Finnerup
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Sandra Sif Gylfadottir
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
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Idiáquez Rios JF, Acosta I, Prat A, Gattini F, Pino F, Barnett-Tapia C. Assessing diabetic polyneuropathy in Spanish-speaking patients: Translation and validation of the Toronto Clinical Neuropathy Score. J Peripher Nerv Syst 2023; 28:471-475. [PMID: 37354462 DOI: 10.1111/jns.12577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 06/13/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND AND AIMS Diabetic sensorimotor polyneuropathy (DSP) is a common complication of diabetes. The Toronto Clinical Neuropathy Score (TCNS) is a useful tool for detecting DSP. However, it is not available in Spanish. The study aimed to translate and culturally adapt the TCNS and modified (mTCNS) scales into Spanish and evaluate their measurement properties. METHODS A multistep forward-backward method was used for translation and cultural adaptation. A panel of physicians subjected the final Spanish versions of TCNS and mTCNS (TCÑS, mTCÑS) to cognitive debriefing. Consecutive patients with diabetes mellitus and DSP were recruited from an outpatient clinic, and the TCÑS and mTCÑS were tested for construct validity, along with other measures. RESULTS The internal consistency of both TCÑS and mTCÑS was excellent, as evidenced by Cronbach's Alpha coefficients of 0.83 and 0.85, respectively. Furthermore, there was a robust positive correlation between TCÑS and mTCÑS. In addition, TCÑS was found to exhibit a strong negative correlation with sural sensory nerve action potential amplitude (r = -0.9206) and peroneal compound motor action potential amplitude (r = -0.729), while demonstrating a positive and strong correlation with the Michigan Neuropathy Screening Instrument (r = 0.713). INTERPRETATION The TCÑS and mTCÑS are reliable and valid translations of the original TCNS. The TCÑS and mTCÑS can be used to diagnose and measure the severity of neuropathy in Spanish-speaking patients with diabetes.
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Affiliation(s)
- Juan Francisco Idiáquez Rios
- Hospital Padre Hurtado, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
- Ellen and Martin Prosserman Centre for Neuromuscular Diseases, Division of Neurology, Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
| | - Ignacio Acosta
- Hospital Padre Hurtado, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
| | - Alberto Prat
- Hospital Padre Hurtado, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
| | - Francesca Gattini
- Hospital Padre Hurtado, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
| | - Francisca Pino
- Hospital Padre Hurtado, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
| | - Carolina Barnett-Tapia
- Ellen and Martin Prosserman Centre for Neuromuscular Diseases, Division of Neurology, Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
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Badian RA, Ekman L, Pripp AH, Utheim TP, Englund E, Dahlin LB, Rolandsson O, Lagali N. Comparison of Novel Wide-Field In Vivo Corneal Confocal Microscopy With Skin Biopsy for Assessing Peripheral Neuropathy in Type 2 Diabetes. Diabetes 2023; 72:908-917. [PMID: 37058418 PMCID: PMC10281223 DOI: 10.2337/db22-0863] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 04/10/2023] [Indexed: 04/15/2023]
Abstract
Diabetic peripheral neuropathy (DPN) is a serious complication of diabetes, where skin biopsy assessing intraepidermal nerve fiber density (IENFD) plays an important diagnostic role. In vivo confocal microscopy (IVCM) of the corneal subbasal nerve plexus has been proposed as a noninvasive diagnostic modality for DPN. Direct comparisons of skin biopsy and IVCM in controlled cohorts are lacking, as IVCM relies on subjective selection of images depicting only 0.2% of the nerve plexus. We compared these diagnostic modalities in a fixed-age cohort of 41 participants with type 2 diabetes and 36 healthy participants using machine algorithms to create wide-field image mosaics and quantify nerves in an area 37 times the size of prior studies to avoid human bias. In the same participants, and at the same time point, no correlation between IENFD and corneal nerve density was found. Corneal nerve density did not correlate with clinical measures of DPN, including neuropathy symptom and disability scores, nerve conduction studies, or quantitative sensory tests. Our findings indicate that corneal and intraepidermal nerves likely mirror different aspects of nerve degeneration, where only intraepidermal nerves appear to reflect the clinical status of DPN, suggesting that scrutiny is warranted concerning methodologies of studies using corneal nerves to assess DPN. ARTICLE HIGHLIGHTS Comparison of intraepidermal nerve fiber density with automated wide-field corneal nerve fiber density in participants with type 2 diabetes revealed no correlation between these parameters. Intraepidermal and corneal nerve fibers both detected neurodegeneration in type 2 diabetes, but only intraepidermal nerve fibers were associated with clinical measures of diabetic peripheral neuropathy. A lack of association of corneal nerves with peripheral neuropathy measures suggests that corneal nerve fibers may be a poor biomarker for diabetic peripheral neuropathy.
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Affiliation(s)
- Reza A. Badian
- Department of Medical Biochemistry, Unit of Regenerative Medicine, Oslo University Hospital, Oslo, Norway
| | - Linnéa Ekman
- Department of Translational Medicine, Hand Surgery, Lund University, Malmö, Sweden
| | - Are Hugo Pripp
- Oslo Centre of Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Oslo, Norway
| | - Tor Paaske Utheim
- Department of Ophthalmology, Oslo University Hospital, Oslo, Norway
- Department of Ophthalmology, Sørlandet Hospital Arendal, Arendal, Norway
| | - Elisabet Englund
- Department of Clinical Sciences, Pathology, Lund University, Lund, Sweden
| | - Lars B. Dahlin
- Department of Translational Medicine, Hand Surgery, Lund University, Malmö, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Hand Surgery, Skåne University Hospital, Malmö, Sweden
| | - Olov Rolandsson
- Public Health and Clinical Medicine, Family Medicine, Umeå University, Umeå, Sweden
| | - Neil Lagali
- Department of Ophthalmology, Sørlandet Hospital Arendal, Arendal, Norway
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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Chang KC, Pai YW, Lin CH, Lee IT, Chang MH. The association between hyperlipidemia, lipid-lowering drugs and diabetic peripheral neuropathy in patients with type 2 diabetes mellitus. PLoS One 2023; 18:e0287373. [PMID: 37319238 PMCID: PMC10270586 DOI: 10.1371/journal.pone.0287373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 06/04/2023] [Indexed: 06/17/2023] Open
Abstract
AIMS Previous studies showed conflicting relationship between hyperlipidemia, lipid-lowering therapy and diabetic peripheral neuropathy (DPN). As most of these works emerges from the Western and Australian countries, our study aims to investigate whether hyperlipidemia or lipid-lowering therapy (LLT) is associated with DPN in Taiwanese patients with type 2 diabetes (T2D). METHODS A cross-sectional, hospital-based observation study in adults with T2D was conducted from January to October 2013. DPN was screened using the Michigan Neuropathy Screening Instrument. Data were obtained at the time of enrollment, including medication usage, anthropometric measurements and laboratory examinations. RESULTS 2,448 participants were enrolled, 524 (21.4%) of whom had DPN. Patients with DPN had significantly lower plasma total cholesterol (185.6 ± 38.6 vs 193.4 ± 42.3 mg/dL) and low-density lipoprotein cholesterol levels (114.6 ± 32.7 vs 119 ± 30.8 mg/dL). Multivariate analysis demonstrated that neither hyperlipidemia (adjusted OR (aOR), 0.81; 95% confidence interval (CI), 0.49-1.34) nor LLT (aOR, 1.10; 95% CI, 0.58-2.09) was associated with DPN. Subgroup analysis revealed that neither total cholesterol (aOR, 0.72; 95% CI, 0.2-2.62), low-density lipoprotein cholesterol levels (aOR, 0.75; 95% CI, 0.2-2.79), statin (aOR, 1.09; 95% CI, 0.59-2.03) nor fibrate (aOR, 1.73; 95% CI, 0.33-1.61) was associated with DPN. CONCLUSION Our results suggest that neither hyperlipidemia nor lipid-lowering medication was associated with DPN in adults with T2D. DPN is a multifactorial disease, and our findings indicate that lipid metabolism may play a minor role in its pathogenesis.
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Affiliation(s)
- Kuo-Cheng Chang
- Neurological Institute, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yen-Wei Pai
- Neurological Institute, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Ching-Heng Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - I-Te Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan
- Department of Medicine, School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Ming-Hong Chang
- Neurological Institute, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
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Yang Y, Wang Q. Three genes expressed in relation to lipid metabolism considered as potential biomarkers for the diagnosis and treatment of diabetic peripheral neuropathy. Sci Rep 2023; 13:8679. [PMID: 37248406 PMCID: PMC10227002 DOI: 10.1038/s41598-023-35908-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/25/2023] [Indexed: 05/31/2023] Open
Abstract
Diabetic neuropathy is one of the most common chronic complications and is present in approximately 50% of diabetic patients. A bioinformatic approach was used to analyze candidate genes involved in diabetic distal symmetric polyneuropathy and their potential mechanisms. GSE95849 was downloaded from the Gene Expression Omnibus database for differential analysis, together with the identified diabetic peripheral neuropathy-associated genes and the three major metabolism-associated genes in the CTD database to obtain overlapping Differentially Expressed Genes (DEGs). Gene Set Enrichment Analysis and Functional Enrichment Analysis were performed. Protein-Protein Interaction and hub gene networks were constructed using the STRING database and Cytoscape software. The expression levels of target genes were evaluated using GSE24290 samples, followed by Receiver operating characteristic, curve analysis. And Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were performed on the target genes. Finally, mRNA-miRNA networks were constructed. A total of 442 co-expressed DEGs were obtained through differential analysis, of which 353 expressed up-regulated genes and 89 expressed down-regulated genes. The up-regulated DEGs were involved in 742 GOs and 10 KEGG enrichment results, mainly associated with lipid metabolism-related pathways, TGF-β receptor signaling pathway, lipid transport, and PPAR signaling pathway. A total of 4 target genes (CREBBP, EP300, ME1, CD36) were identified. Analysis of subject operating characteristic curves indicated that CREBBP (AUC = 1), EP300 (AUC = 0.917), ME1 (AUC = 0.944) and CD36 (AUC = 1) may be candidate serum biomarkers for DPN. Conclusion: Diabetic peripheral neuropathy pathogenesis and progression is caused by multiple pathways, which also provides clinicians with potential therapeutic tools.
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Affiliation(s)
- Ye Yang
- Department of Geriatrics and Cadre Ward, Second Affiliated Hospital of Xinjiang Medical University, Ürümqi, 830063, Xinjiang, China
| | - Qin Wang
- Department of Geriatrics and Cadre Ward, Second Affiliated Hospital of Xinjiang Medical University, Ürümqi, 830063, Xinjiang, China.
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de Azevedo Vieira ARS, Porto-Dantas LB, do Prado Romani FA, Carvalho PS, Pop-Busui R, Pedrosa HC. Autonomic neuropathic symptoms in patients with diabetes: practical tools for screening in daily routine. Diabetol Metab Syndr 2023; 15:83. [PMID: 37101234 PMCID: PMC10130803 DOI: 10.1186/s13098-023-01036-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 03/22/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Diabetic autonomic neuropathy (DAN) is a frequent complication in people with diabetes whose screening is often neglected. This study aimed to evaluate DAN through practical tools in people with diabetes in a referral center for diabetes treatment. METHODS DAN symptoms and severity were assessed using the Survey of Autonomic Symptoms (SAS) via digital application (app) in patients attended from June 1, 2021, to November 12, 2021. SAS scoring for DAN was performed using established validated cutoffs. The adhesive with cobalt salt color indicator (Neuropad™) was used as a measure of sudomotor dysfunction. Demographical and clinical data were also collected. RESULTS Data from 109 participants, 66.9% T2DM, 73.4% female, with a median age of 54.00 (± 20.00) years, were analyzed. Symptomatic DAN was present in 69.7% of participants and was associated with older age (p = 0.002), higher HbA1c (p = 0.043), higher abdominal circumference (p = 0.019), higher BMI (p = 0.013), more likely to have metabolic syndrome (MS) with a 10-fold increased risk, and more frequent association with diabetic peripheral neuropathy (p = 0.005). Sudomotor dysfunction was found in 65 participants with positive Neuropad™ detected in 63.1% of them. CONCLUSION The use of SAS through an app proved to be a practical and easy-to-use instrument to document symptoms of DAN in busy clinical practice. The high frequency of symptoms draws attention to the importance of screening this underdiagnosed diabetes complication. The risk factors and comorbidities associated with symptomatic DAN highlight the patients' phenotypes linked to MS that should be targeted for DAN evaluations in larger samples in the community.
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Affiliation(s)
- Ana Raquel Souza de Azevedo Vieira
- Unit of Endocrinology of the Regional Hospital of Taguatinga and Research Center of the Foundation for Education and Research in Health Sciences, Secretariat of Health of the Federal District, Brasilia, Brazil
| | - Lara Benigno Porto-Dantas
- Unit of Endocrinology of the Regional Hospital of Taguatinga and Research Center of the Foundation for Education and Research in Health Sciences, Secretariat of Health of the Federal District, Brasilia, Brazil.
| | - Flaviene Alves do Prado Romani
- Unit of Endocrinology of the Regional Hospital of Taguatinga and Research Center of the Foundation for Education and Research in Health Sciences, Secretariat of Health of the Federal District, Brasilia, Brazil
| | - Patrícia Souza Carvalho
- Unit of Endocrinology of the Regional Hospital of Taguatinga and Research Center of the Foundation for Education and Research in Health Sciences, Secretariat of Health of the Federal District, Brasilia, Brazil
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology & Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Hermelinda Cordeiro Pedrosa
- Division of Metabolism, Endocrinology & Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Gylfadottir SS, Itani M, Kristensen AG, Nyengaard JR, Sindrup SH, Jensen TS, Finnerup NB, Karlsson P. Assessing Corneal Confocal Microscopy and Other Small Fiber Measures in Diabetic Polyneuropathy. Neurology 2023; 100:e1680-e1690. [PMID: 36750383 PMCID: PMC10115507 DOI: 10.1212/wnl.0000000000206902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 12/23/2022] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Damage to small nerve fibers is common in diabetic polyneuropathy (DPN), and the diagnosis of DPN relies on subjective symptoms and signs in a combination with objective confirmatory tests, typically electrophysiology or intraepidermal nerve fiber density (IENFD) from skin biopsy. Corneal confocal microscopy (CCM) has been introduced as a tool to detect DPN. However, it is unclear if CCM can reliably be used to diagnose DPN and how the technique compares with other commonly used measures of small fiber damage, such as IENFD, cold detection threshold (CDT), and warm detection threshold (WDT). Therefore, we assessed and compared the use of CCM, IENFD, CDT, and WDT in the diagnosis of DPN in patients with type 2 diabetes. METHODS In this cohort study, the participants underwent detailed neurologic examination, electrophysiology, quantification of IENFD, CCM, and quantitative sensory testing. Definition of DPN was made in accordance with the Toronto criteria for diabetic neuropathy (without relying on IENFD and thermal thresholds). RESULTS A total of 214 patients with at least probable DPN, 63 patients without DPN, and 97 controls without diabetes were included. Patients with DPN had lower CCM measures (corneal nerve fiber length [CNFL], nerve fiber density, and branch density), IENFD, CDT, and WDT compared with patients without DPN (p ≤ 0.001, <0.001, 0.002, p < 0.001, p = 0.003, and <0.005, respectively), whereas there was no difference between controls and patients with diabetes without DPN. All 3 CCM measures showed a very low diagnostic sensitivity with CNFL showing the highest (14.4% [95% CI 9.8-18.4]) and a specificity of 95.7% (88.0-99.1). In comparison, the sensitivity of abnormal CDT and/or WDT was 30.5% (24.4-37.0) with a specificity of 84.9% (74.6-92.2). The sensitivity of abnormal IENFD was highest among all measures with a value of 51.1% (43.7-58.5) and a specificity of 90% (79.5-96.2). CCM measures did not correlate with IENFD, CDT/WDT, or neuropathy severity in the group of patients with DPN. DISCUSSION CCM measures showed the lowest sensitivity compared with other small fiber measures in the diagnosis of DPN. This indicates that CCM is not a sensitive method to detect DPN in recently diagnosed type 2 diabetes. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that CCM measures aid in the detection of DPN in recently diagnosed type 2 diabetics but with a low sensitivity when compared with other small fiber measures.
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Affiliation(s)
- Sandra S Gylfadottir
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Mustapha Itani
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Alexander G Kristensen
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Jens R Nyengaard
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Søren Hein Sindrup
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Troels S Jensen
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Nanna B Finnerup
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark
| | - Pall Karlsson
- From the Department of Clinical Medicine (S.S.G., T.S.J., N.B.F., P.K.), Danish Pain Research Centre, and Core Centre for Molecular Morphology (J.R.N., P.K.), Aarhus University; Departments of Neurology (S.S.G, T.S.J., N.B.F.), Clinical Neurophysiology (A.G.K.), and Pathology (J.R.N.), Aarhus University Hospital; and Department of Neurology (M.I., S.H.S.), Odense University Hospital, Denmark.
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Huang YC, Chuang YC, Chiu WC, Huang CC, Cheng BC, Kuo CEA, Lin TY, Chiang HC, Lai YR. Quantitative thermal testing as a screening and follow-up tool for diabetic sensorimotor polyneuropathy in patients with type 2 diabetes and prediabetes. Front Neurosci 2023; 17:1115242. [PMID: 37051142 PMCID: PMC10083326 DOI: 10.3389/fnins.2023.1115242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 02/27/2023] [Indexed: 03/29/2023] Open
Abstract
IntroductionThe diagnosis and assessment of neuropathy severity of diabetic sensorimotor polyneuropathy (DSPN) are mainly based on clinical neuropathy scores and electrophysiologic studies. This study aimed to determine whether quantitative thermal testing (QTT) can be used as a screening and follow-up tool for DSPN of prediabetes and type 2 diabetes at baseline and at 1-year follow-up.MethodsAll patients were assessed using the Toronto Clinical Neuropathy Score (TCNS) and underwent electrophysiological testing, including a nerve conduction study (NCS) and QTT, at baseline and at a 1-year follow-up. The TCNS and the composite scores of nerve conduction were used to assess the severity of DSPN. The DSPN status at the 1-year follow-up was classified as remaining no DSPN, remaining DSPN, regression to no DSPN, or progression to DSPN.ResultsDiabetic sensorimotor polyneuropathy was initially diagnosed in 89 patients with prediabetes and type 2 diabetes (22%). The regressed to no DSPN in 29 patients and progressed to DSPN in 20 patients at the 1-year follow-up. TCNS was significantly correlated with composite scores of nerve conduction, hand cold detection threshold (CDT), hand warm detection threshold (WDT), foot CDT, and foot WDT. Stepwise logistic regression demonstrated that the foot CDT (p < 0.0001) was independently associated with the presence of DSPN. The TCNS, composite scores of the nerve conduction, hand WDT, hand CDT, foot WDT, and foot CDT were all statistically significant among the four different DSPN status groups at two different time periods (baseline and the 1-year follow-up).ConclusionThe foot CDT can be used as an initial screening tool for DSPN alternatively. The characteristics of nerve damage after 1 year of DSPN can be progressive or reversible, and the neurological functions of large and small fibers have a parallel trend, which can be objectively measured by NCS and QTT.
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Affiliation(s)
- Yu-Chuan Huang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yao-Chung Chuang
- Department of Neurology, Pao Chien Hospital, Pingtung, Taiwan
- Department of Neurology, School of Medicine, College of Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Biological Science, National Sun Yat-sen University, Kaohsiung, Taiwan
- Yao-Chung Chuang,
| | - Wen-Chan Chiu
- Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Cheng Huang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ben-Chung Cheng
- Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chun-En Aurea Kuo
- Department of Chinese Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ting-Yin Lin
- Department of Nursing, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hui-Ching Chiang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yun-Ru Lai
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
- Hyperbaric Oxygen Therapy Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
- Department of Neurology, Xiamen Chang Gung Memorial Hospital, Xiamen, Fujian, China
- *Correspondence: Yun-Ru Lai,
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Maalmi H, Strom A, Petrera A, Hauck SM, Strassburger K, Kuss O, Zaharia OP, Bönhof GJ, Rathmann W, Trenkamp S, Burkart V, Szendroedi J, Ziegler D, Roden M, Herder C. Serum neurofilament light chain: a novel biomarker for early diabetic sensorimotor polyneuropathy. Diabetologia 2023; 66:579-589. [PMID: 36472640 PMCID: PMC9892145 DOI: 10.1007/s00125-022-05846-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/19/2022] [Indexed: 12/13/2022]
Abstract
AIMS/HYPOTHESIS No established blood-based biomarker exists to monitor diabetic sensorimotor polyneuropathy (DSPN) and evaluate treatment response. The neurofilament light chain (NFL), a blood biomarker of neuroaxonal damage in several neurodegenerative diseases, represents a potential biomarker for DSPN. We hypothesised that higher serum NFL levels are associated with prevalent DSPN and nerve dysfunction in individuals recently diagnosed with diabetes. METHODS This cross-sectional study included 423 adults with type 1 and type 2 diabetes and known diabetes duration of less than 1 year from the prospective observational German Diabetes Study cohort. NFL was measured in serum samples of fasting participants in a multiplex approach using proximity extension assay technology. DSPN was assessed by neurological examination, nerve conduction studies and quantitative sensory testing. Associations of serum NFL with DSPN (defined according to the Toronto Consensus criteria) were estimated using Poisson regression, while multivariable linear and quantile regression models were used to assess associations with nerve function measures. In exploratory analyses, other biomarkers in the multiplex panel were also analysed similarly to NFL. RESULTS DSPN was found in 16% of the study sample. Serum NFL levels increased with age. After adjustment for age, sex, waist circumference, height, HbA1c, known diabetes duration, diabetes type, cholesterol, eGFR, hypertension, CVD, use of lipid-lowering drugs and use of non-steroidal anti-inflammatory drugs, higher serum NFL levels were associated with DSPN (RR [95% CI] per 1-normalised protein expression increase, 1.92 [1.50, 2.45], p<0.0001), slower motor (all p<0.0001) and sensory (all p≤0.03) nerve conduction velocities, lower sural sensory nerve action potential (p=0.0004) and higher thermal detection threshold to warm stimuli (p=0.023 and p=0.004 for hand and foot, respectively). There was no evidence for associations between other neurological biomarkers and DSPN or nerve function measures. CONCLUSIONS/INTERPRETATION Our findings in individuals recently diagnosed with diabetes provide new evidence associating higher serum NFL levels with DSPN and peripheral nerve dysfunction. The present study advocates NFL as a potential biomarker for DSPN.
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Affiliation(s)
- Haifa Maalmi
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Alexander Strom
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Agnese Petrera
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Metabolomics and Proteomics Core, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Stefanie M Hauck
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Metabolomics and Proteomics Core, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Klaus Strassburger
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Institute for Biometrics and Epidemiology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Düsseldorf, Germany
| | - Oliver Kuss
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Institute for Biometrics and Epidemiology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Düsseldorf, Germany
- Centre for Health and Society, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Oana-Patricia Zaharia
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Gidon J Bönhof
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Wolfgang Rathmann
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Institute for Biometrics and Epidemiology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Düsseldorf, Germany
| | - Sandra Trenkamp
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Volker Burkart
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Julia Szendroedi
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Endocrinology, Diabetology, Metabolism and Clinical Chemistry, Heidelberg University Hospital, Heidelberg, Germany
- Institute for Diabetes and Cancer (IDC) & Joint Heidelberg-IDC Translational Diabetes Program, Helmholtz Center Munich, München-Neuherberg, Germany
| | - Dan Ziegler
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michael Roden
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Christian Herder
- Institute for Clinical Diabetology, German Diabetes Center (Deutsches Diabetes-Zentrum/DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany.
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
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High plasma calcitonin gene-related peptide and serum pituitary adenylate cyclase-activating polypeptide levels in patients with neuropathic pain. Rev Neurol (Paris) 2023; 179:289-296. [PMID: 36754669 DOI: 10.1016/j.neurol.2022.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 10/06/2022] [Accepted: 10/13/2022] [Indexed: 02/09/2023]
Abstract
INTRODUCTION Based on animal studies, calcitonin gene-related peptide (CGRP) and pituitary adenylate cyclase-activating polypeptide (PACAP) are thought to play a role in neurobiological events such as neuropathic pain, neuroprotection, neurotransmission, neural plasticity, and neurotrophic effects. The aim of the study is to investigate whether there is a change in the blood level of CGRP and PACAP in patients with neuropathic pain and to look for clues about the utility of these peptides as pharmacological targets in the treatment of neuropathic pain in humans. METHODS The study included 60 polyneuropathy patients with neuropathic pain, 30 polyneuropathy patients without neuropathic pain (NNP) and 29 healthy subjects as control group. Polyneuropathy patients with neuropathic pain were divided into two groups as diabetic (D-PNP) and non-diabetic polyneuropathy (ND-PNP) patients. Plasma CGRP and serum PACAP levels were measured from venous blood samples of the patients and healthy controls. RESULTS The CGRP level was significantly higher in the D-PNP and ND-PNP groups compared to the control and NNP groups (P<0.05). PACAP levels were significantly higher in the D-PNP and ND-PNP groups compared to the control and NNP groups (P<0.05). There was no significant correlation between CGRP and PACAP levels and neuropathic pain scale (NPS). CONCLUSIONS This study is the first to demonstrate elevated plasma CGRP and serum PACAP levels in polyneuropathy patients with neuropathic pain. The results of this study are important in terms of showing that both CGRP and PACAP can be new pharmacological targets in the treatment of neuropathic pain and polyneuropathy in humans.
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Affiliation(s)
- Dan Ziegler
- Institute for Clinical Diabetology, German Diabetes Center (DDZ) at Heinrich Heine University; Leibniz Center for Diabetes Research, Düsseldorf, Germany
| | - Jutta Keller
- Department of Internal Medicine, Israelite Hospital, Hamburg, Germany
| | - Christoph Maier
- Department of Pediatric and Adolescent Medicine, University Hospital Bochum, Ruhr University Bochum, Bochum, Germany
| | - Jürgen Pannek
- Neuro-Urology, Swiss Paraplegic Center Nottwil, Nottwil, Switzerland
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