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Ponirakis G, Al-Janahi I, Elgassim E, Al Obaidan A, Gad H, Petropoulos IN, Khan A, Zaghloul HB, Ali H, Siddique MA, Mohamed FFS, Ahmed LHM, Dakroury Y, El Shewehy AMM, Al-Thani SN, Ahmed F, Hussein R, Mahmoud S, Salivon I, Homssi M, Hadid NH, Ali AM, Khan S, Mahfoud ZR, Zirie MA, Bitirgen G, Al-Ansari Y, Alhatou MI, Atkin SL, Malik RA. COVID-19 and neuropathy in type 2 diabetes. Sci Rep 2025; 15:11188. [PMID: 40169752 PMCID: PMC11961607 DOI: 10.1038/s41598-025-95133-4] [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: 05/28/2024] [Accepted: 03/19/2025] [Indexed: 04/03/2025] Open
Abstract
This study investigated the risk factors for COVID-19 and its impact on diabetic peripheral neuropathy (DPN) in patients with type 2 diabetes (T2D). Patients with T2D underwent assessments with the NICE post-COVID questionnaire, DN4 questionnaire, vibration perception threshold (VPT), and corneal confocal microscopy (CCM) before and 11.0 ± 8.9 months after developing COVID-19. Of 76 participants with T2D, 35 (46.1%) developed COVID-19, of whom 8 (22.9%) developed severe COVID-19 and 9 (25.7%) developed long-COVID. The development of COVID-19 was associated with lower systolic blood pressure (P < 0.05). The presence and severity of DPN were not associated with developing COVID-19, severe COVID-19, or long-COVID (P = 0.42-0.94). Women were eight times more likely to develop long-COVID (P < 0.05) and elevated body weight, LDL, and VPT were associated with the development of long-COVID (P < 0.05 - 0.01). The long-COVID group exhibited significant changes in triglycerides and LDL (P < 0.05 for both) and body weight (P < 0.01) at follow-up. Their impact on clinical and neuropathy measures was comparable in patients with and without COVID-19 (P = 0.08-0.99). There was a significant reduction in corneal nerve measures (P < 0.05-0.0001) in patients with and without COVID-19. A low systolic blood pressure, altered lipids, body weight, higher VPT, and gender may determine the impact of COVID-19 in patients with T2D, but there was no evidence of an impact of COVID-19 on the development or progression of DPN.
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Affiliation(s)
- Georgios Ponirakis
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Ibrahim Al-Janahi
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Einas Elgassim
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Aisha Al Obaidan
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Hoda Gad
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | | | - Adnan Khan
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Hadeel B Zaghloul
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Hamda Ali
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mashhood A Siddique
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Fatima F S Mohamed
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Lina H M Ahmed
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Youssra Dakroury
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Abeer M M El Shewehy
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Shaikha N Al-Thani
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Farheen Ahmed
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Rawan Hussein
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Salah Mahmoud
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Iuliia Salivon
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Moayad Homssi
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Nebras H Hadid
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Ateeque Mohamed Ali
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Safah Khan
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Ziyad R Mahfoud
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar
| | - Mahmoud A Zirie
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Gulfidan Bitirgen
- Department of Ophthalmology, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Yousuf Al-Ansari
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mohammed I Alhatou
- Department of Neurology, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Stephen L Atkin
- Royal College of Surgeons in Ireland Bahrain, Adliya, Kingdom of Bahrain
| | - Rayaz A Malik
- Department of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar.
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
- Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK.
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, PO Box: 24144, Doha, Qatar.
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Gad H, Dauleh H, Chirayath S, Amin R, Pasha M, Elgassim E, Haris B, Mohamadsalih G, Jolkka S, Biglang-awa R, Cuatrona E, Inso G, Razon G, Hendaus MA, Wahbeh F, Sajjadi F, Al-Hashimi Y, AlNassr N, Petropoulos IN, Ponirakis G, Hussain K, Malik RA. Corneal nerve loss in adolescents with obesity and acanthosis nigricans. PLoS One 2024; 19:e0309761. [PMID: 39432507 PMCID: PMC11493272 DOI: 10.1371/journal.pone.0309761] [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: 04/03/2024] [Accepted: 08/18/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND/AIM Obesity and related metabolic abnormalities in adults are associated with peripheral neuropathy. Acanthosis nigricans (AN) is associated with insulin resistance, fatty liver, hyperlipidemia and glucose intolerance, all of which are risk factors for neuropathy. The aim of this study was to investigate if obese adolescents with AN have evidence of small nerve fiber damage. MATERIAL AND METHODS Adolescents with obesity with and without AN underwent body composition analysis, assessment of vibration perception threshold (VPT), monofilament sensitivity and corneal confocal microscopy (CCM) to quantify corneal nerve fiber density (CNFD), branch density (CNBD), length (CNFL) and inferior whorl length (IWL). RESULTS Forty-six participants with obesity with (n = 31) and without (n = 15) AN aged 15(14-17) years were compared to 20 healthy controls aged 13(12-14) years. There was no difference in VPT, monofilament sensitivity and CCM measures between adolescents with obesity and controls. However, adolescents with AN had a significantly higher weight (P = 0.022), fat% (P = 0.029) and fat-muscle ratio (P = 0.012) with a lower CNFD (P = 0.045) compared to those with obesity without AN. CONCLUSION Adolescents with obesity and acanthosis nigricans have a higher fat mass and small nerve fibre loss, indicative of a sub-clinical neuropathy.
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Affiliation(s)
- Hoda Gad
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Hajar Dauleh
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | | | - Rasha Amin
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | - Maheen Pasha
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | - Einas Elgassim
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Basma Haris
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | | | - Sari Jolkka
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | | | | | - Gina Inso
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | - Gerald Razon
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | | | - Farah Wahbeh
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Fatima Sajjadi
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | | | - Noor AlNassr
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | | | | | | | - Rayaz A. Malik
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
- Institute of Cardiovascular Medicine, University of Manchester, Manchester, United Kingdom
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Gad H, Mohammed I, Dauleh H, Pasha M, Al-Barazenji T, Hussain K, Malik RA. Case report: Nerve fiber regeneration in children with melanocortin 4 receptor gene mutation related obesity treated with semaglutide. Front Endocrinol (Lausanne) 2024; 15:1385463. [PMID: 38974580 PMCID: PMC11227249 DOI: 10.3389/fendo.2024.1385463] [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: 02/12/2024] [Accepted: 06/07/2024] [Indexed: 07/09/2024] Open
Abstract
Melanocortin 4 receptor (MC4R) mutations are the commonest cause of monogenic obesity through dysregulation of neuronal pathways in the hypothalamus and prefrontal cortex that regulate hunger and satiety. MC4R also regulates neuropathic pain pathways via JNK signaling after nerve injury. We show evidence of corneal small fiber degeneration in 2 siblings carrying a heterozygous missense variant c.508A>G, p.Ille170Val in the MC4R gene. Both children were treated with once weekly semaglutide for 6 months with no change in weight, and only a minor improvement in HbA1c and lipid profile. However, there was evidence of nerve regeneration with an increase in corneal nerve fiber density (CNFD) [child A (13.9%), child B (14.7%)], corneal nerve branch density (CNBD) [child A (110.2%), child B (58.7%)] and corneal nerve fiber length (CNFL) [child A (21.5%), child B (44.0%)].
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Affiliation(s)
- Hoda Gad
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Idris Mohammed
- Endocrinology Department, Sidra Medicine, Doha, Qatar
- College of Health & Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Hajar Dauleh
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | - Maheen Pasha
- Endocrinology Department, Sidra Medicine, Doha, Qatar
| | | | | | - Rayaz A. Malik
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar
- Institute of Cardiovascular Medicine, University of Manchester, Manchester, United Kingdom
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Fei S, Fan J, Cao J, Chen H, Wang X, Pan Q. Vitamin D deficiency increases the risk of diabetic peripheral neuropathy in elderly type 2 diabetes mellitus patients by predominantly increasing large-fiber lesions. Diabetes Res Clin Pract 2024; 209:111585. [PMID: 38364910 DOI: 10.1016/j.diabres.2024.111585] [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: 12/19/2023] [Revised: 02/02/2024] [Accepted: 02/11/2024] [Indexed: 02/18/2024]
Abstract
AIMS This study explores the link between Vitamin D deficiency (VDD) and diabetic peripheral neuropathy (DPN) in elderly type 2 diabetes mellitus (T2DM) patients. METHODS Involving 257 elderly T2DM patients, the study utilized propensity score matching to balance age, sex, and diabetes duration. VDD was defined as serum 25-hydroxyvitamin D [25(OH)D] levels below 20 ng/ml. Large nerve fiber lesions were evaluated by electromyogram, while small nerve fiber lesions were assessed by measuring skin conductance. RESULTS DPN patients had notably lower serum 25(OH)D levels than non-DPN patients [15.05 vs. 18.4 ng/ml, P = 0.018]. VDD was identified as an independent risk factor for DPN (odds ratio = 2.488, P = 0.008) in multivariate logistic regression analysis. Spearman's correlation showed negative correlations between serum 25(OH)D levels and specific nerve latencies, and positive correlations with specific nerve velocities and amplitudes. The VDD group exhibited longer median sensory nerve latencies and motor evoked potential latencies compared to the vitamin D-sufficient group. Further, VDD is associated with the prolongation of the median motor nerve latency (odds ratio = 1.362, P = 0.038). CONCLUSIONS VDD is independently associated with a higher risk of DPN. VDD may promote the development of DPN by affecting large nerve fibers.
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Affiliation(s)
- Sijia Fei
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China; Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, PR China
| | - Jingwen Fan
- Department of Clinical Laboratory, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China
| | - Jiaming Cao
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China; Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, PR China
| | - Huan Chen
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China; Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, PR China
| | - Xiaoxia Wang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China.
| | - Qi Pan
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, PR China; Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, PR China.
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Spallone V. Diabetic neuropathy: Current issues in diagnosis and prevention. CHRONIC COMPLICATIONS OF DIABETES MELLITUS 2024:117-163. [DOI: 10.1016/b978-0-323-88426-6.00016-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Li J, Zhang X, Zhang Y, Dan X, Wu X, Yang Y, Chen X, Li S, Xu Y, Wan Q, Yan P. Increased Systemic Immune-Inflammation Index Was Associated with Type 2 Diabetic Peripheral Neuropathy: A Cross-Sectional Study in the Chinese Population. J Inflamm Res 2023; 16:6039-6053. [PMID: 38107379 PMCID: PMC10723178 DOI: 10.2147/jir.s433843] [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: 08/04/2023] [Accepted: 11/08/2023] [Indexed: 12/19/2023] Open
Abstract
Background Systemic immune-inflammation index (SII), a novel inflammatory marker, has been demonstrated to be associated with type 2 diabetes mellitus (T2DM) and its vascular complications, however, the relation between SII and diabetic peripheral neuropathy (DPN) has been never reported. We aimed to explore whether SII is associated with DPN in Chinese population. Methods A cross-sectional study was conducted among 1460 hospitalized patients with T2DM. SII was calculated as the platelet count × neutrophil count/lymphocyte count, and its possible association with DPN was investigated by correlation and multivariate logistic regression analysis, and subgroup analyses. Results Patients with higher SII quartiles had higher vibration perception threshold and prevalence of DPN (all P<0.01), and SII was independently positively associated with the prevalence of DPN (P<0.01). Multivariate logistic regression analysis showed that the risk of prevalence of DPN increased progressively across SII quartiles (P for trend <0.01), and participants in the highest quartile of SII was at a significantly increased risk of prevalent DPN compared to those in the lowest quartile after adjustment for potential confounding factors (odds rate: 1.211, 95% confidence intervals 1.045-1.404, P<0.05). Stratified analysis revealed positive associations of SII quartiles with risk of prevalent DPN only in men, people less than 65 years old, with body mass index <24 kg/m2, duration of diabetes >5 years, hypertension, dyslipidaemia, poor glycaemic control, and estimated glomerular filtration rate <90 mL/min/1.73 m2 (P for trend <0.01 or P for trend <0.05). The receiver operating characteristic curve analysis revealed that the optimal cut-off point of SII for predicting DPN was 617.67 in patients with T2DM, with a sensitivity of 45.3% and a specificity of 73%. Conclusion The present study showed that higher SII is independently associated with increased risk of DPN, and SII might serve as a new risk biomarker for DPN in Chinese population.
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Affiliation(s)
- Jia Li
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Xing Zhang
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Yi Zhang
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Xiaofang Dan
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Xian Wu
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Yuxia Yang
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Xiping Chen
- Clinical medical college, Southwest Medical University, Luzhou, People’s Republic of China
| | - Shengxi Li
- Basic Medical College, Southwest Medical University, Luzhou, People’s Republic of China
| | - Yong Xu
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Qin Wan
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
| | - Pijun Yan
- Department of Endocrinology and Metabolism, the Affiliated Hospital of Southwest Medical University, Luzhou, People’s Republic of China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, People’s Republic of China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, People’s Republic of China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China, Luzhou, People’s Republic of China
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Wen W, Wei Y, Gao S. Functional nucleic acids for the treatment of diabetic complications. NANOSCALE ADVANCES 2023; 5:5426-5434. [PMID: 37822913 PMCID: PMC10563837 DOI: 10.1039/d3na00327b] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 08/26/2023] [Indexed: 10/13/2023]
Abstract
In recent decades, diabetes mellitus (DM) has become a major global health problem owing to its high prevalence and increased incidence of diabetes-associated complications, including diabetic wounds (DWs), diabetic nephropathy, metabolic syndrome, diabetic retinopathy, and diabetic neuropathy. In both type 1 and type 2 diabetes, tissue damage is organ-specific, but closely related to the overproduction of reactive oxygen species (ROS) and hyperglycaemia-induced macrovascular system damage. However, existing therapies have limited effects on complete healing of diabetic complications. Fortunately, recent advances in functional nucleic acid materials have provided new opportunities for the treatment and diagnosis of diabetic complications. Functional nucleic acids possess independent structural functions that can replace traditional proteases and antibodies and perform specific biological non-genetic functions. This review summarises the current functional nucleic acid materials reported for the treatment of diabetic complications, including tetrahedral framework nucleic acids (tFNAs), short interfering RNA (siRNA), micorRNA (miRNA), locked nucleic acids, antisense oligonucleotides (ASOs), and DNA origami, which may assist in the development of novel nucleic acids with new functions and capabilities for better healing of diabetic complications.
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Affiliation(s)
- Wen Wen
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University Chengdu 610041 Sichuan China
| | - Yuzi Wei
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University Chengdu 610041 Sichuan China
| | - Shaojingya Gao
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University Chengdu 610041 Sichuan China
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Gelaw NB, Muche AA, Alem AZ, Gebi NB, Chekol YM, Tesfie TK, Tebeje TM. Development and validation of risk prediction model for diabetic neuropathy among diabetes mellitus patients at selected referral hospitals, in Amhara regional state Northwest Ethiopia, 2005-2021. PLoS One 2023; 18:e0276472. [PMID: 37643198 PMCID: PMC10465000 DOI: 10.1371/journal.pone.0276472] [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: 10/26/2022] [Accepted: 07/23/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Diabetic neuropathy is the most common complication in both Type-1 and Type-2 DM patients with more than one half of all patients developing nerve dysfunction in their lifetime. Although, risk prediction model was developed for diabetic neuropathy in developed countries, It is not applicable in clinical practice, due to poor data, methodological problems, inappropriately analyzed and reported. To date, no risk prediction model developed for diabetic neuropathy among DM in Ethiopia, Therefore, this study aimed prediction the risk of diabetic neuropathy among DM patients, used for guiding in clinical decision making for clinicians. OBJECTIVE Development and validation of risk prediction model for diabetic neuropathy among diabetes mellitus patients at selected referral hospitals, in Amhara regional state Northwest Ethiopia, 2005-2021. METHODS A retrospective follow up study was conducted with a total of 808 DM patients were enrolled from January 1,2005 to December 30,2021 at two selected referral hospitals in Amhara regional state. Multi-stage sampling techniques were used and the data was collected by checklist from medical records by Kobo collect and exported to STATA version-17 for analysis. Lasso method were used to select predictors and entered to multivariable logistic regression with P-value<0.05 was used for nomogram development. Model performance was assessed by AUC and calibration plot. Internal validation was done through bootstrapping method and decision curve analysis was performed to evaluate net benefit of model. RESULTS The incidence proportion of diabetic neuropathy among DM patients was 21.29% (95% CI; 18.59, 24.25). In multivariable logistic regression glycemic control, other comorbidities, physical activity, hypertension, alcohol drinking, type of treatment, white blood cells and red blood cells count were statistically significant. Nomogram was developed, has discriminating power AUC; 73.2% (95% CI; 69.0%, 77.3%) and calibration test (P-value = 0.45). It was internally validated by bootstrapping method with discrimination performance 71.7 (95% CI; 67.2%, 75.9%). It had less optimism coefficient (0.015). To make nomogram accessible, mobile based tool were developed. In machine learning, classification and regression tree has discriminating performance of 70.2% (95% CI; 65.8%, 74.6%). The model had high net benefit at different threshold probabilities in both nomogram and classification and regression tree. CONCLUSION The developed nomogram and decision tree, has good level of accuracy and well calibration, easily individualized prediction of diabetic neuropathy. Both models had added net benefit in clinical practice and to be clinically applicable mobile based tool were developed.
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Affiliation(s)
- Negalgn Byadgie Gelaw
- Department of Public Health, Mizan Aman College of Health Sciences, Mizan-Aman, Ethiopia
| | - Achenef Asmamaw Muche
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Adugnaw Zeleke Alem
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Nebiyu Bekele Gebi
- Department of Internal Medicine, School of Medicine, University of Gondar Comprehensive Specialized Hospital, Gondar, Ethiopia
| | - Yazachew Moges Chekol
- Department of Health Information Technology, Mizan Aman College of Health Sciences, Mizan-Aman, Ethiopia
| | - Tigabu Kidie Tesfie
- Department of Public Health, College of Health Sciences, Debre Markos University, Debre Markos, Ethiopia
| | - Tsion Mulat Tebeje
- Unit of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Dilla University, Dilla, Ethiopia
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Li C, Wang W, Ji Q, Ran X, Kuang H, Yu X, Fang H, Yang J, Liu J, Xue Y, Feng B, Lei M, Zhu D. Prevalence of painful diabetic peripheral neuropathy in type 2 diabetes mellitus and diabetic peripheral neuropathy: A nationwide cross-sectional study in mainland China. Diabetes Res Clin Pract 2023; 198:110602. [PMID: 36871876 DOI: 10.1016/j.diabres.2023.110602] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/31/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023]
Abstract
AIM The study aimed to assess the prevalence and risk factors of painful diabetic peripheral neuropathy (PDPN) in patients with type 2 diabetes mellitus (T2DM) and diabetic peripheral neuropathy (DPN) in mainland China. METHODS This nationwide cross-sectional study enrolled T2DM patients with DPN from 25 provinces in China between July 2017 and December 2017. The prevalence, characteristics, and risk factors of PDPN were analyzed. RESULTS Among 25,710 patients with T2DM and DPN, 14,699 (57.2%) had PDPN. The median age was 63 years old. Age over 40 years old, education level, hypertension, myocardial infarction, duration of diabetes of over five years, diabetic retinopathy and nephropathy, moderate total cholesterol, moderate and higher low-density lipoprotein (LDL) increased uric acid (UA) and decreased estimated glomerular filtration rate (eGFR) were independently associated with PDPN (all P < 0.05). Compared with low levels of C-peptide, moderate levels were independently associated with a higher risk of PDPN, while high levels were associated with a lower risk (all P < 0.001). CONCLUSIONS In mainland China, more than half of the patients with DPN have neuropathic pain. Patients with older age, lower education level, longer duration of diabetes, lower LDL, increased UA, decreased eGFR, and comorbidities had an increased risk of PDPN.
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Affiliation(s)
- Chenxi Li
- Department of Endocrinology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu Province, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Weimin Wang
- Department of Endocrinology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu Province, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Qiuhe Ji
- Xijing Hospital of PLA Air Force Medical University, Xi'an, Shanxi Province, China
| | - Xingwu Ran
- Department of Endocrinology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Hongyu Kuang
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Xuefeng Yu
- Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science & Technology, Wuhan, Hubei Province, China
| | - Hui Fang
- Tangshan Gongren Hospital, TangShan, Hebei Province, China
| | - Jing Yang
- Department of Endocrinology, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi Province, China
| | - Jing Liu
- Gansu Provincial Hospital, Lanzhou, Gansu Province, China
| | - Yaoming Xue
- Department of Endocrinology and Metabolism, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Bo Feng
- Department of Endocrinology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Minxiang Lei
- Department of Endocrinology, Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Dalong Zhu
- Department of Endocrinology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu Province, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China.
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10
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Sabaghan M, Ataee S, Ataee M, Tebyanian M, Afrashteh S, Daneshi N. Diabetic peripheral neuropathy screening and the related risk factors to its prevalence in people with type 2 diabetes. Int J Diabetes Dev Ctries 2023. [DOI: 10.1007/s13410-022-01165-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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11
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Khandakar A, Chowdhury MEH, Reaz MBI, Ali SHM, Kiranyaz S, Rahman T, Chowdhury MH, Ayari MA, Alfkey R, Bakar AAA, Malik RA, Hasan A. A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22114249. [PMID: 35684870 PMCID: PMC9185274 DOI: 10.3390/s22114249] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 04/27/2022] [Accepted: 05/09/2022] [Indexed: 05/14/2023]
Abstract
Diabetes mellitus (DM) is one of the most prevalent diseases in the world, and is correlated to a high index of mortality. One of its major complications is diabetic foot, leading to plantar ulcers, amputation, and death. Several studies report that a thermogram helps to detect changes in the plantar temperature of the foot, which may lead to a higher risk of ulceration. However, in diabetic patients, the distribution of plantar temperature does not follow a standard pattern, thereby making it difficult to quantify the changes. The abnormal temperature distribution in infrared (IR) foot thermogram images can be used for the early detection of diabetic foot before ulceration to avoid complications. There is no machine learning-based technique reported in the literature to classify these thermograms based on the severity of diabetic foot complications. This paper uses an available labeled diabetic thermogram dataset and uses the k-mean clustering technique to cluster the severity risk of diabetic foot ulcers using an unsupervised approach. Using the plantar foot temperature, the new clustered dataset is verified by expert medical doctors in terms of risk for the development of foot ulcers. The newly labeled dataset is then investigated in terms of robustness to be classified by any machine learning network. Classical machine learning algorithms with feature engineering and a convolutional neural network (CNN) with image-enhancement techniques are investigated to provide the best-performing network in classifying thermograms based on severity. It is found that the popular VGG 19 CNN model shows an accuracy, precision, sensitivity, F1-score, and specificity of 95.08%, 95.08%, 95.09%, 95.08%, and 97.2%, respectively, in the stratification of severity. A stacking classifier is proposed using extracted features of the thermogram, which is created using the trained gradient boost classifier, XGBoost classifier, and random forest classifier. This provides a comparable performance of 94.47%, 94.45%, 94.47%, 94.43%, and 93.25% for accuracy, precision, sensitivity, F1-score, and specificity, respectively.
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Affiliation(s)
- Amith Khandakar
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (A.K.); (S.K.); (T.R.)
- Department of Electrical, Electronics and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (S.H.M.A.); (M.H.C.); (A.A.A.B.)
| | - Muhammad E. H. Chowdhury
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (A.K.); (S.K.); (T.R.)
- Correspondence: (M.E.H.C.); (M.B.I.R.)
| | - Mamun Bin Ibne Reaz
- Department of Electrical, Electronics and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (S.H.M.A.); (M.H.C.); (A.A.A.B.)
- Correspondence: (M.E.H.C.); (M.B.I.R.)
| | - Sawal Hamid Md Ali
- Department of Electrical, Electronics and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (S.H.M.A.); (M.H.C.); (A.A.A.B.)
| | - Serkan Kiranyaz
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (A.K.); (S.K.); (T.R.)
| | - Tawsifur Rahman
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (A.K.); (S.K.); (T.R.)
| | - Moajjem Hossain Chowdhury
- Department of Electrical, Electronics and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (S.H.M.A.); (M.H.C.); (A.A.A.B.)
| | - Mohamed Arselene Ayari
- Department of Civil and Architectural Engineering, Qatar University, Doha 2713, Qatar;
- Technology Innovation and Engineering Education Unit, Qatar University, Doha 2713, Qatar
| | - Rashad Alfkey
- Acute Care Surgery and General Surgery, Hamad Medical Corporation, Doha 3050, Qatar;
| | - Ahmad Ashrif A. Bakar
- Department of Electrical, Electronics and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (S.H.M.A.); (M.H.C.); (A.A.A.B.)
| | | | - Anwarul Hasan
- Department of Industrial and Mechanical Engineering, Qatar University, Doha 2713, Qatar;
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12
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Allan D, Chatzistergos PE, Mahadevan S, Healy A, Sundar L, Ramachandran A, Kumar S, Punnoose A, Chockalingam N, Naemi R. Increased exposure to loading is associated with decreased plantar soft tissue hardness in people with diabetes and neuropathy. Diabetes Res Clin Pract 2022; 187:109865. [PMID: 35398144 DOI: 10.1016/j.diabres.2022.109865] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 03/30/2022] [Accepted: 04/02/2022] [Indexed: 11/03/2022]
Abstract
AIMS Literature indicates that altered plantar loading in people with diabetes could trigger changes in plantar soft tissue biomechanics which, in turn, could affect the risk for ulceration. To stimulate more research in this area, this study uses in vivo testing to investigate the link between plantar loading and tissue hardness. METHODS Tissue hardness and plantar pressure distribution were measured for six plantar areas in 39 people with diabetes and peripheral neuropathy. RESULTS Spearman correlation analysis revealed that increased pressure time integral at the 1st metatarsal-head region (r = -0.354, n = 39, P = 0.027) or at the heel (r = -0.378, n = 39, P = 0.018) was associated with reduced hardness in the same regions. After accounting for confounding parameters, generalised estimating equations analysis also showed that 10% increase in pressure time integral at the heel was associated with ≈ 1 unit reduction in hardness in the same region. CONCLUSIONS For the first time, this study reveals that people with diabetes and neuropathy who tend to load their feet more heavily also tend to have plantar soft tissues with lower hardness. The observed difference in tissue hardness is likely to affect the tissue's vulnerability to overload injury. More research will be needed to explore the implications of the observed association for the risk of ulceration.
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Affiliation(s)
- D Allan
- Centre for Biomechanics and Rehabilitation Technologies, School of Health, Science and Wellbeing, Staffordshire University, Stoke-On-Trent, United Kingdom
| | - P E Chatzistergos
- Centre for Biomechanics and Rehabilitation Technologies, School of Health, Science and Wellbeing, Staffordshire University, Stoke-On-Trent, United Kingdom.
| | | | - A Healy
- Centre for Biomechanics and Rehabilitation Technologies, School of Health, Science and Wellbeing, Staffordshire University, Stoke-On-Trent, United Kingdom
| | - L Sundar
- India Diabetes Research Foundation, Chennai, India
| | | | - S Kumar
- Sri Ramachandra University, Chennai, India
| | - A Punnoose
- Sri Ramachandra University, Chennai, India
| | - N Chockalingam
- Centre for Biomechanics and Rehabilitation Technologies, School of Health, Science and Wellbeing, Staffordshire University, Stoke-On-Trent, United Kingdom
| | - R Naemi
- Centre for Biomechanics and Rehabilitation Technologies, School of Health, Science and Wellbeing, Staffordshire University, Stoke-On-Trent, United Kingdom
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13
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Ponirakis G, Elhadd T, Al Ozairi E, Brema IA, Subitha Chinnaiyan ND, Taghadom E, Al Kandari J, Al Wotayan R, Al Ozairi A, Aljohani N, AlMistehi W, Al Qahtani N, Khan S, Dabbous Z, Siddique MA, Petropoulos IN, Khan A, Almuhannadi H, Ashawesh KAE, Dukhan KM, Mahfoud ZR, Zirie MA, Jayyousi A, Malik RA. Prevalence and risk factors for diabetic peripheral neuropathy, neuropathic pain and foot ulceration in the Arabian Gulf Region. J Diabetes Investig 2022; 13:1551-1559. [PMID: 35445568 PMCID: PMC9434582 DOI: 10.1111/jdi.13815] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 03/26/2022] [Accepted: 04/12/2022] [Indexed: 11/30/2022] Open
Abstract
Aims/Introduction This study determined the prevalence and risk factors for diabetic peripheral neuropathy (DPN), painful DPN and diabetic foot ulceration (DFU) in patients with type 2 diabetes in secondary healthcare in Qatar, Kuwait and the Kingdom of Saudi Arabia. Materials and Methods Adults aged 18–85 years with type 2 diabetes were randomly enrolled from secondary healthcare, and underwent clinical and metabolic assessment. DPN was evaluated using vibration perception threshold and neuropathic symptoms and painful Diabetic Peripheral Neuropathy was evaluated using the Douleur Neuropathique 4 questionnaire. Results A total of 3,021 individuals were recruited between June 2017 and May 2019. The prevalence of DPN was 33.3%, of whom 52.2% were at risk of DFU and 53.6% were undiagnosed. The prevalence of painful DPN was 43.3%, of whom 54.3% were undiagnosed. DFU was present in 2.9%. The adjusted odds ratios for DPN and painful DPN were higher with increasing diabetes duration, obesity, poor glycemic control and hyperlipidemia, and lower with greater physical activity. The adjusted odds ratio for DFU was higher with the presence of DPN, severe loss of vibration perception, hypertension and vitamin D deficiency. Conclusions This is the largest study to date from the Middle East showing a high prevalence of undiagnosed DPN, painful DPN and those at risk of DFU in patients with type 2 diabetes, and identifies their respective risk factors.
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Affiliation(s)
- Georgios Ponirakis
- Deparrment of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Tarik Elhadd
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar.,National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ebaa Al Ozairi
- Department of Clinical Research, Dasman Diabetes Institute, Kuwait City, Kuwait.,Department of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Imad A Brema
- Obesity Endocrine and Metabolism Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - N D Subitha Chinnaiyan
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Etab Taghadom
- Department of Clinical Research, Dasman Diabetes Institute, Kuwait City, Kuwait.,Department of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Jumana Al Kandari
- Department of Clinical Research, Dasman Diabetes Institute, Kuwait City, Kuwait.,Department of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Rehab Al Wotayan
- Department of Clinical Research, Dasman Diabetes Institute, Kuwait City, Kuwait.,Department of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Abdulla Al Ozairi
- Department of Clinical Research, Dasman Diabetes Institute, Kuwait City, Kuwait.,Department of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Naji Aljohani
- Obesity Endocrine and Metabolism Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Wael AlMistehi
- Obesity Endocrine and Metabolism Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Nora Al Qahtani
- Obesity Endocrine and Metabolism Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Shawana Khan
- Obesity Endocrine and Metabolism Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Zeinab Dabbous
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mashhood A Siddique
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ioannis N Petropoulos
- Deparrment of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Adnan Khan
- Deparrment of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Hamad Almuhannadi
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Khaled A E Ashawesh
- National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Khaled M Dukhan
- National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ziyad R Mahfoud
- Deparrment of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Mahmoud A Zirie
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Amin Jayyousi
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Rayaz A Malik
- Deparrment of Medicine, Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar.,National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar.,Institute of Cardiovascular Science, University of Manchester, Manchester, UK.,Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
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14
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An in vivo model for overloading-induced soft tissue injury. Sci Rep 2022; 12:6047. [PMID: 35411011 PMCID: PMC9001654 DOI: 10.1038/s41598-022-10011-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 03/28/2022] [Indexed: 11/08/2022] Open
Abstract
AbstractThis proof-of-concept study demonstrates that repetitive loading to the pain threshold can safely recreate overloading-induced soft tissue damage and that localised tissue stiffening can be a potential marker for injury. This concept was demonstrated here for the soft tissue of the sole of the foot where it was found that repeated loading to the pain threshold led to long-lasting statistically significant stiffening in the overloaded areas. Loading at lower magnitudes did not have the same effect. This method can shed new light on the aetiology of overloading injury in the foot to improve the management of conditions such as diabetic foot ulceration and heel pain syndrome. Moreover, the link between overloading and tissue stiffening, which was demonstrated here for the first time for the plantar soft tissue, opens the way for an assessment of overloading thresholds that is not based on the subjective measurement of pain thresholds.
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15
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Ponirakis G, Abdul‐Ghani MA, Jayyousi A, Zirie MA, Al‐Mohannadi S, Almuhannadi H, Petropoulos IN, Khan A, Gad H, Migahid O, Megahed A, Qazi M, AlMarri F, Al‐Khayat F, Mahfoud Z, DeFronzo R, Malik RA. Insulin resistance limits corneal nerve regeneration in patients with type 2 diabetes undergoing intensive glycemic control. J Diabetes Investig 2021; 12:2002-2009. [PMID: 34002953 PMCID: PMC8565403 DOI: 10.1111/jdi.13582] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 03/22/2021] [Accepted: 04/15/2021] [Indexed: 01/04/2023] Open
Abstract
AIMS/INTRODUCTION This study aimed to investigate whether insulin resistance (IR) in individuals with type 2 diabetes undergoing intensive glycemic control determines the extent of improvement in neuropathy. MATERIALS AND METHODS This was an exploratory substudy of an open-label, randomized controlled trial of individuals with poorly controlled type 2 diabetes treated with exenatide and pioglitazone or insulin to achieve a glycated hemoglobin <7.0% (<53 mmol/mol). Baseline IR was defined using homeostasis model assessment of IR, and change in neuropathy was assessed using corneal confocal microscopy. RESULTS A total of 38 individuals with type 2 diabetes aged 50.2 ± 8.5 years with (n = 25, 66%) and without (n = 13, 34%) IR were studied. There was a significant decrease in glycated hemoglobin (P < 0.0001), diastolic blood pressure (P < 0.0001), total cholesterol (P < 0.01) and low-density lipoprotein (P = 0.05), and an increase in bodyweight (P < 0.0001) with treatment. Individuals with homeostasis model assessment of IR <1.9 showed a significant increase in corneal nerve fiber density (P ≤ 0.01), length (P ≤ 0.01) and branch density (P ≤ 0.01), whereas individuals with homeostasis model assessment of IR ≥1.9 showed no change. IR was negatively associated with change in corneal nerve fiber density after adjusting for change in bodyweight (P < 0.05). CONCLUSIONS Nerve regeneration might be limited in individuals with type 2 diabetes and IR undergoing treatment with pioglitazone plus exenatide or insulin to improve glycemic control.
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Affiliation(s)
- Georgios Ponirakis
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
- Faculty of Science and EngineeringManchester Metropolitan UniversityManchesterUK
| | - Muhammad A Abdul‐Ghani
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Amin Jayyousi
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | - Mahmoud A Zirie
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | - Salma Al‐Mohannadi
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Hamad Almuhannadi
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | | | - Adnan Khan
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Hoda Gad
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Osama Migahid
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Ayman Megahed
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | - Murtaza Qazi
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Fatema AlMarri
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Fatima Al‐Khayat
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Ziyad Mahfoud
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
| | - Ralph DeFronzo
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Rayaz A Malik
- Weill Cornell Medicine in QatarQatar FoundationEducation City, DohaQatar
- Faculty of Science and EngineeringManchester Metropolitan UniversityManchesterUK
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Institute of Cardiovascular ScienceUniversity of ManchesterManchesterUK
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16
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Rubitschung K, Sherwood A, Crisologo AP, Bhavan K, Haley RW, Wukich DK, Castellino L, Hwang H, La Fontaine J, Chhabra A, Lavery L, Öz OK. Pathophysiology and Molecular Imaging of Diabetic Foot Infections. Int J Mol Sci 2021; 22:11552. [PMID: 34768982 PMCID: PMC8584017 DOI: 10.3390/ijms222111552] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/16/2021] [Accepted: 10/20/2021] [Indexed: 12/27/2022] Open
Abstract
Diabetic foot infection is the leading cause of non-traumatic lower limb amputations worldwide. In addition, diabetes mellitus and sequela of the disease are increasing in prevalence. In 2017, 9.4% of Americans were diagnosed with diabetes mellitus (DM). The growing pervasiveness and financial implications of diabetic foot infection (DFI) indicate an acute need for improved clinical assessment and treatment. Complex pathophysiology and suboptimal specificity of current non-invasive imaging modalities have made diagnosis and treatment response challenging. Current anatomical and molecular clinical imaging strategies have mainly targeted the host's immune responses rather than the unique metabolism of the invading microorganism. Advances in imaging have the potential to reduce the impact of these problems and improve the assessment of DFI, particularly in distinguishing infection of soft tissue alone from osteomyelitis (OM). This review presents a summary of the known pathophysiology of DFI, the molecular basis of current and emerging diagnostic imaging techniques, and the mechanistic links of these imaging techniques to the pathophysiology of diabetic foot infections.
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Affiliation(s)
- Katie Rubitschung
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.R.); (A.S.); (A.C.)
| | - Amber Sherwood
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.R.); (A.S.); (A.C.)
| | - Andrew P. Crisologo
- Department of Plastic Surgery, University of Cincinnati, 231 Albert Sabin Way, Cincinnati, OH 45267-0558, USA;
| | - Kavita Bhavan
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.B.); (L.C.)
| | - Robert W. Haley
- Department of Internal Medicine, Epidemiology Division, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA;
| | - Dane K. Wukich
- Department of Orthopedic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA;
| | - Laila Castellino
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.B.); (L.C.)
| | - Helena Hwang
- Department of Pathology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA;
| | - Javier La Fontaine
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (J.L.F.); (L.L.)
| | - Avneesh Chhabra
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.R.); (A.S.); (A.C.)
| | - Lawrence Lavery
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (J.L.F.); (L.L.)
| | - Orhan K. Öz
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA; (K.R.); (A.S.); (A.C.)
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17
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Rubitschung K, Sherwood A, Crisologo AP, Bhavan K, Haley RW, Wukich DK, Castellino L, Hwang H, La Fontaine J, Chhabra A, Lavery L, Öz OK. Pathophysiology and Molecular Imaging of Diabetic Foot Infections. Int J Mol Sci 2021; 22:ijms222111552. [PMID: 34768982 DOI: 10.3390/ijms222111552.pmid:34768982;pmcid:pmc8584017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/16/2021] [Accepted: 10/20/2021] [Indexed: 05/27/2023] Open
Abstract
Diabetic foot infection is the leading cause of non-traumatic lower limb amputations worldwide. In addition, diabetes mellitus and sequela of the disease are increasing in prevalence. In 2017, 9.4% of Americans were diagnosed with diabetes mellitus (DM). The growing pervasiveness and financial implications of diabetic foot infection (DFI) indicate an acute need for improved clinical assessment and treatment. Complex pathophysiology and suboptimal specificity of current non-invasive imaging modalities have made diagnosis and treatment response challenging. Current anatomical and molecular clinical imaging strategies have mainly targeted the host's immune responses rather than the unique metabolism of the invading microorganism. Advances in imaging have the potential to reduce the impact of these problems and improve the assessment of DFI, particularly in distinguishing infection of soft tissue alone from osteomyelitis (OM). This review presents a summary of the known pathophysiology of DFI, the molecular basis of current and emerging diagnostic imaging techniques, and the mechanistic links of these imaging techniques to the pathophysiology of diabetic foot infections.
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Affiliation(s)
- Katie Rubitschung
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Amber Sherwood
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Andrew P Crisologo
- Department of Plastic Surgery, University of Cincinnati, 231 Albert Sabin Way, Cincinnati, OH 45267-0558, USA
| | - Kavita Bhavan
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Robert W Haley
- Department of Internal Medicine, Epidemiology Division, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Dane K Wukich
- Department of Orthopedic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Laila Castellino
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Helena Hwang
- Department of Pathology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Javier La Fontaine
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Avneesh Chhabra
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Lawrence Lavery
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
| | - Orhan K Öz
- Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8542, USA
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18
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Silva Oggiam D, Vallim Jorgetto J, Chinini GL, Kusahara DM, Gamba MA. Distal Symmetric Polyneuropathy Pain in Diabetes Mellitus. AQUICHAN 2021. [DOI: 10.5294/aqui.2021.21.3.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Objective: To evaluate neuropathic pain (NP), its intensity, and complications in people with type 2 diabetes mellitus (T2DM) in a city of eastern São Paulo.
Method: Cross-sectional study conducted with 96 individuals with T2DM served by primary health units in São João da Boa Vista-SP. The following instruments were used to screen NP: Michigan Neuropathy Screening Instrument, Leeds Assessment of Neuropathic Symptoms and Signs, Douleur Neuropathique 4, and Brief Pain Inventory. The data were analyzed using descriptive and inferential statistics, with a 5 % significance level.
Results: Of the 96 people with T2DM for longer than five years, 22.9 % had pain. NP was related to high levels of fasting blood glucose (mean = 214 ± 65.58 mg/dl; p = 0.0002), glycated hemoglobin (mean = 8.8 ± 0.11 %; p < 0.001), absence of a balanced diet (p = 0.0066), obesity (p = 0.023), and high blood pressure (p < 0.001).
Conclusion: Higher values of glycated hemoglobin rates increased three times the chance of NP. The screening and management of painful diabetic neuropathy is a challenge but adopting a screening protocol supports the secondary prevention of this manifestation.
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19
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Ponirakis G, Abdul‐Ghani MA, Jayyousi A, Zirie MA, Qazi M, Almuhannadi H, Petropoulos IN, Khan A, Gad H, Migahid O, Megahed A, Al‐Mohannadi S, AlMarri F, Al‐Khayat F, Mahfoud Z, Al Hamad H, Ramadan M, DeFronzo R, Malik RA. Painful diabetic neuropathy is associated with increased nerve regeneration in patients with type 2 diabetes undergoing intensive glycemic control. J Diabetes Investig 2021; 12:1642-1650. [PMID: 33714226 PMCID: PMC8409832 DOI: 10.1111/jdi.13544] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/24/2021] [Accepted: 03/09/2021] [Indexed: 12/13/2022] Open
Abstract
AIMS/INTRODUCTION Painful diabetic peripheral neuropathy (pDPN) is associated with small nerve fiber degeneration and regeneration. This study investigated whether the presence of pDPN might influence nerve regeneration in patients with type 2 diabetes undergoing intensive glycemic control. MATERIALS AND METHODS This exploratory substudy of an open-label randomized controlled trial undertook the Douleur Neuropathique en 4 questionnaire and assessment of electrochemical skin conductance, vibration perception threshold and corneal nerve morphology using corneal confocal microscopy in participants with and without pDPN treated with exenatide and pioglitazone or basal-bolus insulin at baseline and 1-year follow up, and 18 controls at baseline only. RESULTS Participants with type 2 diabetes, with (n = 13) and without (n = 28) pDPN had comparable corneal nerve fiber measures, electrochemical skin conductance and vibration perception threshold at baseline, and pDPN was not associated with the severity of DPN. There was a significant glycated hemoglobin reduction (P < 0.0001) and weight gain (P < 0.005), irrespective of therapy. Participants with pDPN showed a significant increase in corneal nerve fiber density (P < 0.05), length (P < 0.0001) and branch density (P < 0.005), and a decrease in the Douleur Neuropathique en 4 score (P < 0.01), but no change in electrochemical skin conductance or vibration perception threshold. Participants without pDPN showed a significant increase in corneal nerve branch density (P < 0.01) and no change in any other neuropathy measures. A change in the severity of painful symptoms was not associated with corneal nerve regeneration and medication for pain. CONCLUSIONS This study showed that intensive glycemic control is associated with greater corneal nerve regeneration and an improvement in the severity of pain in patients with painful diabetic neuropathy.
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Affiliation(s)
- Georgios Ponirakis
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
- Faculty of Science and EngineeringManchester Metropolitan UniversityManchesterUK
| | - Muhammad A Abdul‐Ghani
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Amin Jayyousi
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | - Mahmoud A Zirie
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | - Murtaza Qazi
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | | | | | - Adnan Khan
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Hoda Gad
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Osama Migahid
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Ayman Megahed
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
| | | | - Fatema AlMarri
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Fatima Al‐Khayat
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Ziyad Mahfoud
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | | | | | - Ralph DeFronzo
- Division of DiabetesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Rayaz A Malik
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
- Faculty of Science and EngineeringManchester Metropolitan UniversityManchesterUK
- National Diabetes CenterHamad General HospitalHamad Medical CorporationDohaQatar
- Institute of Cardiovascular ScienceUniversity of ManchesterManchesterUK
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20
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Liu M, Gao Y, Chen D, Lin S, Wang C, Chen L, Ran X. Quantitative vibration perception threshold in assessing diabetic polyneuropathy: Should the cut-off value be adjusted for Chinese individuals with type 2 diabetes? J Diabetes Investig 2021; 12:1663-1670. [PMID: 33512757 PMCID: PMC8409819 DOI: 10.1111/jdi.13515] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 01/15/2021] [Accepted: 01/25/2021] [Indexed: 02/05/2023] Open
Abstract
AIMS/INTRODUCTION To examine the performance and identify the optimal threshold of vibration perception threshold (VPT) for diagnosing diabetic polyneuropathy (DPN) in a Chinese population according to multiple definitions of DPN as gold standards. MATERIALS AND METHODS VPT was determined in 421 Chinese individuals with type 2 diabetes, who simultaneously completed a questionnaire of neuropathic symptoms, and underwent the assessment of signs of peripheral neuropathy and electromyography tests. Three definitions of DPN (i.e., clinician-diagnosed DPN, abnormal nerve conduction and confirmed DPN) were taken as reference gold standards. RESULTS Vibration perception threshold was a specific measure for all three groups of DPN outcomes, with the highest specificity noted for clinician-diagnosed DPN (85.1%). The specificity for abnormal nerve conduction and confirmed DPN was 77.0 and 76.6%, respectively. The sensitivity of VPT was 67.0% for clinician-diagnosed DPN, 66.5% for abnormal nerve conduction and 67.2% for confirmed DPN. The optimal cut-off threshold for abnormal nerve conduction, as well as confirmed DPN, was VPT >14.9 V. The specificity and sensitivity of VPT >14.9 V as the cut-off value for clinician-diagnosed DPN were 85.6 and 66.2%, respectively. When taking clinician-diagnosed DPN as the gold standard, the performance of VPT for diagnosing DPN was best with an area under the curve value of 0.804. CONCLUSIONS VPT measured using the neurothesiometer had relatively high specificity and best performance for diagnosing DPN when clinician-diagnosed DPN rather than abnormal nerve conduction was taken as the gold standard in a Chinese population. A VPT value of ≥15 V might be equally applicable for diagnosing DPN in a Chinese population.
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Affiliation(s)
- Min Liu
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Yun Gao
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Da‐Wei Chen
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Shuang Lin
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Chun Wang
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Li‐Hong Chen
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
| | - Xing‐Wu Ran
- Department of Endocrinology and MetabolismDiabetic Foot Care CenterWest China HospitalSichuan UniversityChengduSichuanChina
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21
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Sloan G, Selvarajah D, Tesfaye S. Pathogenesis, diagnosis and clinical management of diabetic sensorimotor peripheral neuropathy. Nat Rev Endocrinol 2021; 17:400-420. [PMID: 34050323 DOI: 10.1038/s41574-021-00496-z] [Citation(s) in RCA: 222] [Impact Index Per Article: 55.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/15/2021] [Indexed: 02/08/2023]
Abstract
Diabetic sensorimotor peripheral neuropathy (DSPN) is a serious complication of diabetes mellitus and is associated with increased mortality, lower-limb amputations and distressing painful neuropathic symptoms (painful DSPN). Our understanding of the pathophysiology of the disease has largely been derived from animal models, which have identified key potential mechanisms. However, effective therapies in preclinical models have not translated into clinical trials and we have no universally accepted disease-modifying treatments. Moreover, the condition is generally diagnosed late when irreversible nerve damage has already taken place. Innovative point-of-care devices have great potential to enable the early diagnosis of DSPN when the condition might be more amenable to treatment. The management of painful DSPN remains less than optimal; however, studies suggest that a mechanism-based approach might offer an enhanced benefit in certain pain phenotypes. The management of patients with DSPN involves the control of individualized cardiometabolic targets, a multidisciplinary approach aimed at the prevention and management of foot complications, and the timely diagnosis and management of neuropathic pain. Here, we discuss the latest advances in the mechanisms of DSPN and painful DSPN, originating both from the periphery and the central nervous system, as well as the emerging diagnostics and treatments.
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Affiliation(s)
- Gordon Sloan
- Diabetes Research Unit, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Dinesh Selvarajah
- Diabetes Research Unit, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Department of Oncology and Human Metabolism, University of Sheffield, Sheffield, UK
| | - Solomon Tesfaye
- Diabetes Research Unit, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
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22
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Odriozola A, Ortega L, Martinez L, Odriozola S, Torrens A, Corroleu D, Martínez S, Ponce M, Meije Y, Presas M, Duarte A, Belén Odriozola M, Malik RA. Widespread sensory neuropathy in diabetic patients hospitalized with severe COVID-19 infection. Diabetes Res Clin Pract 2021; 172:108631. [PMID: 33346072 PMCID: PMC7746125 DOI: 10.1016/j.diabres.2020.108631] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 11/23/2020] [Accepted: 12/12/2020] [Indexed: 12/11/2022]
Abstract
AIMS To characterize the distribution and severity of sensory neuropathy using a portable quantitative sensory testing (QST) device in diabetic patients (DM) hospitalized with severe COVID-19 infection. METHODS Four patients with diabetes and severe SARS-CoV-2 requiring non-invasive ventilation for a protracted duration underwent clinical, laboratory and radiologic assessment and detailed evaluation of neuropathic symptoms, neurological assessment, QST on the dorsum of the foot and face using NerveCheck Master with assessment of taste and smell. RESULTS All four subjects developed neuropathic symptoms characterized by numbness in the feet with preserved reflexes. QST confirmed symmetrical abnormality of vibration and thermal thresholds in both lower limbs in all patients and an abnormal heat pain threshold on the face of two patients and altered taste and smell. CONCLUSIONS Severe COVID-19 infection with hypoxemia is associated with neuropathic symptoms and widespread sensory dysfunction in patients with DM.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Rayaz A Malik
- Department of Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
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Early Detection of Diabetic Peripheral Neuropathy: A Focus on Small Nerve Fibres. Diagnostics (Basel) 2021; 11:diagnostics11020165. [PMID: 33498918 PMCID: PMC7911433 DOI: 10.3390/diagnostics11020165] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 02/07/2023] Open
Abstract
Diabetic peripheral neuropathy (DPN) is the most common complication of both type 1 and 2 diabetes. As a result, neuropathic pain, diabetic foot ulcers and lower-limb amputations impact drastically on quality of life, contributing to the individual, societal, financial and healthcare burden of diabetes. DPN is diagnosed at a late, often pre-ulcerative stage due to a lack of early systematic screening and the endorsement of monofilament testing which identifies advanced neuropathy only. Compared to the success of the diabetic eye and kidney screening programmes there is clearly an unmet need for an objective reliable biomarker for the detection of early DPN. This article critically appraises research and clinical methods for the diagnosis or screening of early DPN. In brief, functional measures are subjective and are difficult to implement due to technical complexity. Moreover, skin biopsy is invasive, expensive and lacks diagnostic laboratory capacity. Indeed, point-of-care nerve conduction tests are convenient and easy to implement however questions are raised regarding their suitability for use in screening due to the lack of small nerve fibre evaluation. Corneal confocal microscopy (CCM) is a rapid, non-invasive, and reproducible technique to quantify small nerve fibre damage and repair which can be conducted alongside retinopathy screening. CCM identifies early sub-clinical DPN, predicts the development and allows staging of DPN severity. Automated quantification of CCM with AI has enabled enhanced unbiased quantification of small nerve fibres and potentially early diagnosis of DPN. Improved screening tools will prevent and reduce the burden of foot ulceration and amputations with the primary aim of reducing the prevalence of this common microvascular complication.
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Ponirakis G, Elhadd T, Chinnaiyan S, Hamza AH, Sheik S, Kalathingal MA, Anodiyil MS, Dabbous Z, Siddique MA, Almuhannadi H, Petropoulos IN, Khan A, Ae Ashawesh K, Dukhan KM, Mahfoud ZR, Zirie MA, Jayyousi A, Murgatroyd C, Slevin M, Malik RA. Prevalence and risk factors for diabetic neuropathy and painful diabetic neuropathy in primary and secondary healthcare in Qatar. J Diabetes Investig 2020; 12:592-600. [PMID: 32799429 PMCID: PMC8015833 DOI: 10.1111/jdi.13388] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 08/06/2020] [Accepted: 08/10/2020] [Indexed: 02/07/2023] Open
Abstract
Aims/Introduction This study determined the prevalence and risk factors for diabetic peripheral neuropathy (DPN) and painful DPN (pDPN) in patients with type 2 diabetes in primary healthcare (PHC) and secondary healthcare (SHC) in Qatar. Materials and Methods This was a cross‐sectional multicenter study. Adults with type 2 diabetes were randomly enrolled from four PHC centers and two diabetes centers in SHC in Qatar. Participants underwent assessment of clinical and metabolic parameters, DPN and pDPN. Results A total of 1,386 individuals with type 2 diabetes (297 from PHC and 1,089 from SHC) were recruited. The prevalence of DPN (14.8% vs 23.9%, P = 0.001) and pDPN (18.1% vs 37.5%, P < 0.0001) was significantly lower in PHC compared with SHC, whereas those with DPN at high risk for diabetic foot ulceration (31.8% vs 40.0%, P = 0.3) was comparable. The prevalence of undiagnosed DPN (79.5% vs 82.3%, P = 0.66) was comparably high, but undiagnosed pDPN (24.1% vs 71.5%, P < 0.0001) was lower in PHC compared with SHC. The odds of DPN and pDPN increased with age and diabetes duration, and DPN increased with poor glycemic control, hyperlipidemia and hypertension, whereas pDPN increased with obesity and reduced physical activity. Conclusions The prevalence of DPN and pDPN in type 2 diabetes is lower in PHC compared with SHC, and is attributed to overall better control of risk factors and referral bias due to patients with poorly managed complications being referred to SHC. However, approximately 80% of patients had not been previously diagnosed with DPN in PHC and SHC. Furthermore, we identified a number of modifiable risk factors for PDN and pDPN.
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Affiliation(s)
- Georgios Ponirakis
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar.,Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
| | - Tarik Elhadd
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar.,National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Subitha Chinnaiyan
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Abdul H Hamza
- Umm Ghuwailina Primary Health Care, Umm Ghuwailina, Qatar
| | | | | | | | - Zeinab Dabbous
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mashhood A Siddique
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Hamad Almuhannadi
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | | | - Adnan Khan
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Khaled Ae Ashawesh
- National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Khaled M Dukhan
- National Diabetes Center, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ziyad R Mahfoud
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Mahmoud A Zirie
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Amin Jayyousi
- National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | | | - Mark Slevin
- Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar.,Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK.,National Diabetes Center, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar.,Institute of Cardiovascular Science, University of Manchester, Manchester, UK
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25
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Ziegler D, Landgraf R, Lobmann R, Reiners K, Rett K, Schnell O, Strom A. Polyneuropathy is inadequately treated despite increasing symptom intensity in individuals with and without diabetes (PROTECT follow-up study). J Diabetes Investig 2020; 11:1272-1277. [PMID: 32268450 PMCID: PMC7477515 DOI: 10.1111/jdi.13267] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 03/25/2020] [Accepted: 03/29/2020] [Indexed: 01/26/2023] Open
Abstract
AIMS/INTRODUCTION Despite its major clinical impact, distal symmetric polyneuropathy remains frequently undiagnosed and undertreated in clinical practice. We previously reported in the PROTECT Study that 70% of type 2 diabetes patients with distal symmetric polyneuropathy were unaware of having the latter condition. MATERIALS AND METHODS In the present follow up after 2.5 ± 0.7 years, 122 and 85 participants with and without type 2 diabetes, respectively, completed questionnaires to obtain information about the further course of disease and its management. RESULTS At follow up, 49 and 48% of the respondents with type 2 diabetes and without diabetes, respectively, reported that the intensity of paresthesia or numbness in the feet increased, whereas for burning and pain in the feet the corresponding percentages were 56 and 61%. However, 33 and 40% of the respondents with type 2 diabetes and without diabetes, respectively, reporting neuropathic symptoms at follow up did not receive any pharmacotherapy. Pharmacotherapy of neuropathic symptoms at follow up among participants with type 2 diabetes and without diabetes included mainly World Health Organization Step 1 analgesics (17% each; excluding acetylsalicylic acid), pregabalin/gabapentin (20 and 12%), vitamin B complex (13 and 22%), benfotiamine (13 and 2%), opioids (7 and 12%), antidepressants (4 and 5%) and α-lipoic acid (4 and 2%). CONCLUSIONS These findings point to insufficient care, inadequate treatment adherence or limited efficacy of treatments in patients with polyneuropathy, suggesting that effective measures should be implemented to correct these healthcare deficits.
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Affiliation(s)
- Dan Ziegler
- Institute for Clinical DiabetologyGerman Diabetes CenterLeibniz Center for Diabetes Research at Heinrich Heine UniversityDüsseldorfGermany
- Division of Endocrinology and DiabetologyMedical FacultyHeinrich Heine UniversityDüsseldorfGermany
| | | | - Ralf Lobmann
- Clinic for Endocrinology, Diabetology and GeriatricsKlinikum Stuttgart ‐ Bad CannstattStuttgartGermany
| | | | | | - Oliver Schnell
- Forschergruppe Diabetes e.V. at the Helmholtz Center MunichNeuherbergGermany
| | - Alexander Strom
- Institute for Clinical DiabetologyGerman Diabetes CenterLeibniz Center for Diabetes Research at Heinrich Heine UniversityDüsseldorfGermany
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26
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Andreasen LJ, Kirk RK, Fledelius C, Yorek MA, Lykkesfeldt J, Akerstrom T. Insulin Treatment Attenuates Small Nerve Fiber Damage in Rat Model of Type 2 Diabetes. J Diabetes Res 2020; 2020:9626398. [PMID: 32832565 PMCID: PMC7424504 DOI: 10.1155/2020/9626398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 07/06/2020] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Current clinical guidelines for management of diabetic peripheral neuropathy (DPN) emphasize good glycemic control. However, this has limited effect on prevention of DPN in type 2 diabetic (T2D) patients. This study investigates the effect of insulin treatment on development of DPN in a rat model of T2D to assess the underlying causes leading to DPN. METHODS Twelve-week-old male Sprague-Dawley rats were allocated to a normal chow diet or a 45% kcal high-fat diet. After eight weeks, the high-fat fed animals received a mild dose of streptozotocin to induce hyperglycemia. Four weeks after diabetes induction, the diabetic animals were allocated into three treatment groups receiving either no insulin or insulin-releasing implants in a high or low dose. During the 12-week treatment period, blood glucose and body weight were monitored weekly, whereas Hargreaves' test was performed four, eight, and 12 weeks after treatment initiation. At study termination, several blood parameters, body composition, and neuropathy endpoints were assessed. RESULTS Insulin treatment lowered blood glucose in a dose-dependent manner. In addition, both doses of insulin lowered lipids and increased body fat percentage. High-dose insulin treatment attenuated small nerve fiber damage assessed by Hargreaves' test and intraepidermal nerve fiber density compared to untreated diabetes and low-dose insulin; however, neuropathy was not completely prevented by tight glycemic control. Linear regression analysis revealed that glycemic status, circulating lipids, and sciatic nerve sorbitol level were all negatively associated with the small nerve fiber damage observed. CONCLUSION In summary, our data suggest that high-dose insulin treatment attenuates small nerve fiber damage. Furthermore, data also indicate that both poor glycemic control and dyslipidemia are associated with disease progression. Consequently, this rat model of T2D seems to fit well with progression of DPN in humans and could be a relevant preclinical model to use in relation to research investigating treatment opportunities for DPN.
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Affiliation(s)
- Laura J. Andreasen
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, 1870 Frederiksberg, Denmark
- Global Drug Discovery, Novo Nordisk A/S, 2760 Måløv, Denmark
| | - Rikke K. Kirk
- Global Drug Discovery, Novo Nordisk A/S, 2760 Måløv, Denmark
| | | | - Mark A. Yorek
- Department of Veterans Affairs Iowa City Health Care System, Iowa City, IA 52246, USA
| | - Jens Lykkesfeldt
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, 1870 Frederiksberg, Denmark
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