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de Oliveira FR, Appenzeller S, Pasoto SG, Fernandes MLMS, Lemos Lopes ML, de Magalhães Souza Fialho SC, Pinheiro AC, Dos Santos LC, Valim V, Serrano EV, Ribeiro SLE, Libório-Kimura TN, do Egypto DCS, Cantali DU, Gennari JD, Miyamoto ST, Capobianco KG, Pugliesi AAV, Civile VT, Pinto ACPN, Rocha-Filho CR, da Rocha AP, Trevisani VFM. Recommendations on neurologic, cognitive, and psychiatric manifestations in patients with Sjögren's disease by the Brazilian Society of Rheumatology. Adv Rheumatol 2025; 65:7. [PMID: 39934881 DOI: 10.1186/s42358-025-00438-7] [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: 09/25/2024] [Accepted: 01/20/2025] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND Neurological and psychiatric manifestations occur in patients with primary Sjogren's disease (SjD) with a wide-ranging clinical presentation, affecting quality of life, social participation, and prognosis. Despite this, neither central nor peripheral neurological symptoms are systematically evaluated in the context of autoimmunity or identified as manifestations of SjD. The EULAR Sjogren's Syndrome Disease Activity Index (ESSDAI) covers only part of them in the neurological domain. METHODS We performed a systematic review of the diagnosis and prevalence of central, peripheral, and autonomic nervous system manifestations in primary SjD, following the recommendations proposed by the Cochrane Collaboration Handbook. Observational studies were included when their main issue was the diagnosis and the prevalence of the manifestations individually. We employed a generalized linear mixed model (GLMM) method with a random-effects model, and the results were computed using logit transformation, implemented through the 'meta' and 'metafor' packages in the R software (version 3.6.1). To present these recommendations, agreement among experts was investigated using the Delphi method in in-person meetings. RESULTS We propose ten recommendations regarding the investigation and management of neurological involvement in SjD that had 100% agreement among participants. CONCLUSION These recommendations add to the literature on the clinical care of patients with SjD.
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Affiliation(s)
- Fabiola Reis de Oliveira
- Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo (HCFMRP-USP), Av. Bandeirantes 3900, Vila Monte Alegre, Ribeirão Preto, SP, CEP: 14049-900, Brazil
| | - Simone Appenzeller
- Departamento de Ortopedia, Reumatologia e Traumatologia, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, R. Tessália Vieira de Camargo, 126 - Cidade Universitária, Campinas, SP, CEP: 13083-887, Brazil.
| | - Sandra Gofinet Pasoto
- Disciplina de Reumatologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, R. Dr. Ovídio Pires de Campos, 225 - Cerqueira César, São Paulo, SP, CEP: 05403-010, Brazil
| | | | - Maria Lucia Lemos Lopes
- Disciplina de Reumatologia, Departamento de Clínica Médica, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), R. Sarmento Leite, 245 - Centro Histórico de Porto Alegre, Porto Alegre, RS, CEP: 90050-170, Brazil
- Irmandade da Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil
| | - Sonia Cristina de Magalhães Souza Fialho
- Disciplina de Reumatologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, R. Dr. Ovídio Pires de Campos, 225 - Cerqueira César, São Paulo, SP, CEP: 05403-010, Brazil
| | - Aysa Cesar Pinheiro
- Departamento de Reumatologia, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Cidade Universitária, Recife, PE, CEP: 50670-901, Brazil
| | - Laura Caldas Dos Santos
- Departamento de Oftalmologia, Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM-UNIFESP), Rua Botucatu, 820, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
| | - Valeria Valim
- Departamento de Clínica Médica, Serviço de Reumatologia, Universidade Federal do Espírito Santo, Pós Graduação em Saúde Coletiva, Hospital Universitário Cassiano Antônio de Moraes, Av. Marechal Campos, 1468, Maruípe, Vitória, ES, CEP: 29075-910, Brazil
- Hospital Universitário Cassiano Antônio de Moraes, Vitória, Brazil
| | - Erica Vieira Serrano
- Hospital Universitário Cassiano Antônio de Moraes, Vitória, Brazil
- Departamento de Clínica Médica, Serviço de Reumatologia, Universidade Federal do Espírito Santo, Hospital Universitário Cassiano Antônio de Moraes, Av. Marechal Campos, 1468, Maruípe, Vitória, ES, CEP: 29075-910, Brazil
| | - Sandra Lucia Euzébio Ribeiro
- Disciplina de Reumatologia, Faculdade de Medicina, Universidade Federal do Amazonas, Rua Afonso Pena, 1053, Manaus, AM, CEP: 69020-160, Brazil
| | - Tatiana Nayara Libório-Kimura
- Disciplina de Reumatologia, Faculdade de Medicina, Universidade Federal do Amazonas, Rua Afonso Pena, 1053, Manaus, AM, CEP: 69020-160, Brazil
| | - Danielle Christinne Soares do Egypto
- Disciplina de Reumatologia, Departamento de Medicina Interna, Centro de Ciências Médicas, Universidade Federal da Paraíba (UFPB), Campus I - Lot. Cidade Universitária, Paraíba, PB, CEP: 58051-900, Brazil
| | - Diego Ustárroz Cantali
- Serviço de Reumatologia, Hospital São Lucas da Pontifícia Universidade Católica do Rio Grande de Sul (PUCRS), Av. Ipiranga, 6690 ‑ Jardim Botânico, Porto Alegre, RS, CEP: 90610‑000, Brazil
| | - Juliana D'Agostino Gennari
- Serviço de Reumatologia da Santa Casa de São Paulo, R. Dr. Cesário Mota Júnior, 112, Vila Buarque, São Paulo, SP, CEP: 01221-020, Brazil
| | - Samira Tatiyama Miyamoto
- Departamento de Educação Integrada em Saúde, Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468, Maruípe, Vitória, ES, CEP: 29040-090, Brazil
| | - Karina Gatz Capobianco
- Hospital Moinhos de Vento, R. Ramiro Barcelos, 910, Bairro Floresta, Porto Alegre, RS, Brazil
| | - Alisson Aliel Vigano Pugliesi
- Departamento de Ortopedia, Reumatologia e Traumatologia, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, R. Tessália Vieira de Camargo, 126 - Cidade Universitária, Campinas, SP, CEP: 13083-887, Brazil
| | - Vinicius Tassoni Civile
- Disciplina de Medicina de Urgência e Medicina Baseada em Evidências, Escola Paulista de Medicina, Universidade Federal de São Paulo, Rua Botucatu, 740, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
| | - Ana Carolina Pereira Nunes Pinto
- Disciplina de Medicina de Urgência e Medicina Baseada em Evidências, Escola Paulista de Medicina, Universidade Federal de São Paulo, Rua Botucatu, 740, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
- Centro Cochrane Iberoamericano, C/Sant Antoni M. Claret 167 Building 18, ground floor, Barcelona, 08025, Spain
| | - César Ramos Rocha-Filho
- Disciplina de Medicina de Urgência e Medicina Baseada em Evidências, Escola Paulista de Medicina, Universidade Federal de São Paulo, Rua Botucatu, 740, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
| | - Aline Pereira da Rocha
- Disciplina de Medicina de Urgência e Medicina Baseada em Evidências, Escola Paulista de Medicina, Universidade Federal de São Paulo, Rua Botucatu, 740, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
| | - Virginia Fernandes Moça Trevisani
- Disciplina de Medicina de Urgência e Medicina Baseada em Evidências, Escola Paulista de Medicina, Universidade Federal de São Paulo, Rua Botucatu, 740, Vila Clementino, São Paulo, SP, CEP: 04023-062, Brazil
- Disciplina de Reumatologia, Universidade de Santo Amaro, Rua Enéas Siqueira Neto, Jardim das Imbuias, São Paulo, SP, CEP: 04829-300, Brazil
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Azcue N, Teijeira‐Portas S, Tijero‐Merino B, Acera M, Fernández‐Valle T, Ayala U, Barrenechea M, Murueta‐Goyena A, Lafuente JV, de Munain AL, Ruiz‐Irastorza G, Martín‐Iglesias D, Gabilondo I, Gómez‐Esteban JC, Del Pino R. Small fiber neuropathy in the post-COVID condition and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Clinical significance and diagnostic challenges. Eur J Neurol 2025; 32:e70016. [PMID: 39888240 PMCID: PMC11783232 DOI: 10.1111/ene.70016] [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: 05/16/2024] [Accepted: 12/06/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND Patients with post-COVID condition (PCC) and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) experience symptoms potentially associated with small fiber neuropathy (SFN). METHODS A sample of 90 participants, comprising 30 PCC patients, 30 ME/CFS patients, and 30 healthy controls (HC), matched by sex and age, was assessed. Neuropathic, autonomic, and fatigue symptoms were measured with TaskForce Monitor, the Sudoscan, heat and cold evoked potentials, In Vivo Corneal Confocal Microscopy (IVCCM), and specialized questionaries. RESULTS PCC and ME/CFS patients demonstrated significantly higher levels of autonomic symptoms (H = 39.89, p < 0.001), neuropathic symptoms (H = 48.94, p < 0.001), and fatigue (H = 49.29, p < 0.001) compared to HC. Quantitative sensory testing revealed significant differences in heat detection thresholds between PCC patients and HC (F = 4.82; p < 0.01). Regarding corneal small fiber tortuosity, there were statistically significant differences between patients and HC (F = 6.80; p < 0.01), indicating pathological responses in patients. Small fiber tortuosity in IVCCM was identified as the main discriminator between patients and HC (AUC = 0.720; p < 0.01). CONCLUSION PCC and ME/CFS patients demonstrated sensory SFN, as evidenced by impaired heat detection and increased tortuosity of small fibers in the central corneal subbasal plexus. The findings underscore the importance of a multimodal approach to comprehensively detect and characterize SFN. This study provides valuable scientific insights into the neuropathic manifestations associated with these conditions.
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Affiliation(s)
- Naiara Azcue
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
| | - Sara Teijeira‐Portas
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
| | - Beatriz Tijero‐Merino
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
- Department of NeurologyCruces University Hospital‐OSAKIDETZABarakaldoSpain
| | - Marian Acera
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
| | - Tamara Fernández‐Valle
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
- Department of NeurologyCruces University Hospital‐OSAKIDETZABarakaldoSpain
| | - Unai Ayala
- Biomedical Engineering Department, Faculty of Engineering (MU‐ENG)Mondragon UnibertsitateaMondragónSpain
| | - Maitane Barrenechea
- Biomedical Engineering Department, Faculty of Engineering (MU‐ENG)Mondragon UnibertsitateaMondragónSpain
| | - Ane Murueta‐Goyena
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
- Department of NeurosciencesUniversity of the Basque Country UPV/EHULeioaSpain
| | | | - Adolfo Lopez de Munain
- Department of NeurologyDonostia University Hospital‐OSAKIDETZASan SebastiánSpain
- Department of NeurosciencesBiogipuzkoa Health Research InstituteSan SebastiánSpain
- CIBERNED‐CIBER, Institute Carlos IIIMadridSpain
| | - Guillermo Ruiz‐Irastorza
- Autoimmune Diseases Research Unit, Biobizkaia Health Research InstituteBarakaldoSpain
- Department of Autoimmune DiseasesCruces University Hospital‐OSAKIDETZABarakaldoSpain
| | - Daniel Martín‐Iglesias
- Autoimmune Diseases Research Unit, Biobizkaia Health Research InstituteBarakaldoSpain
- Department of Autoimmune DiseasesCruces University Hospital‐OSAKIDETZABarakaldoSpain
| | - Iñigo Gabilondo
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
- Department of NeurologyCruces University Hospital‐OSAKIDETZABarakaldoSpain
- The Basque Foundation for Science, IKERBASQUEBilbaoSpain
| | - Juan Carlos Gómez‐Esteban
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
- Department of NeurologyCruces University Hospital‐OSAKIDETZABarakaldoSpain
- Department of NeurosciencesUniversity of the Basque Country UPV/EHULeioaSpain
| | - Rocio Del Pino
- Neurodegenerative Diseases GroupBiobizkaia Health Research InstituteBarakaldoSpain
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Ayers AT, Ho CN, Kerr D, Cichosz SL, Mathioudakis N, Wang M, Najafi B, Moon SJ, Pandey A, Klonoff DC. Artificial Intelligence to Diagnose Complications of Diabetes. J Diabetes Sci Technol 2025; 19:246-264. [PMID: 39578435 DOI: 10.1177/19322968241287773] [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] [Indexed: 11/24/2024]
Abstract
Artificial intelligence (AI) is increasingly being used to diagnose complications of diabetes. Artificial intelligence is technology that enables computers and machines to simulate human intelligence and solve complicated problems. In this article, we address current and likely future applications for AI to be applied to diabetes and its complications, including pharmacoadherence to therapy, diagnosis of hypoglycemia, diabetic eye disease, diabetic kidney diseases, diabetic neuropathy, diabetic foot ulcers, and heart failure in diabetes.Artificial intelligence is advantageous because it can handle large and complex datasets from a variety of sources. With each additional type of data incorporated into a clinical picture of a patient, the calculation becomes increasingly complex and specific. Artificial intelligence is the foundation of emerging medical technologies; it will power the future of diagnosing diabetes complications.
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Affiliation(s)
| | - Cindy N Ho
- Diabetes Technology Society, Burlingame, CA, USA
| | - David Kerr
- Center for Health Systems Research, Sutter Health, Santa Barbara, CA, USA
| | - Simon Lebech Cichosz
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Michelle Wang
- University of California, San Francisco, San Francisco, CA, USA
| | - Bijan Najafi
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
- Center for Advanced Surgical and Interventional Technology (CASIT), Department of Surgery, Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Sun-Joon Moon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea
| | - Ambarish Pandey
- Division of Cardiology and Geriatrics, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - David C Klonoff
- Diabetes Technology Society, Burlingame, CA, USA
- Diabetes Research Institute, Mills-Peninsula Medical Center, San Mateo, CA, USA
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Apivatthakakul A, Liu R, Megalla M, Brill DA, Sobrin L. Scleritis and episcleritis in patients with idiopathic small fiber neuropathy. Am J Ophthalmol Case Rep 2024; 36:102218. [PMID: 39583294 PMCID: PMC11582542 DOI: 10.1016/j.ajoc.2024.102218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 09/22/2024] [Accepted: 11/02/2024] [Indexed: 11/26/2024] Open
Abstract
Purpose To report the prevalence of scleritis and episcleritis in patients with idiopathic small fiber neuropathy (SFN). Methods The Mass General Brigham (MGB) hospital database was queried for patients with SFN, scleritis and episcleritis using diagnostic codes and natural language processing. Electronic medical chart review of patients diagnosed with SFN and episcleritis/scleritis who had at least one ophthalmology visit was conducted. The prevalence of scleritis and episcleritis in patients diagnosed with SFN was compared to those without SFN using logistic regression to adjust for covariates. All statistical analyses were performed in RStudio 4.2.1. Results From the 2100 SFN patients with an eye exam in the MGB database, 23 patients had episcleritis or scleritis (1.1 %) confirmed by chart review. Ten patients had episcleritis (0.48 %) and thirteen patients had scleritis (0.62 %). Of the episcleritis and scleritis patients, 16 (69.6 %) were women and 7 (30.4 %) were men. Ten (43.5 %) had bilateral ocular disease. The mean age of ocular diagnosis was 51.0 years (range, 22-77 years). Out of the 507,128 controls without SFN in the MGB database, 1481 (0.29 %) had scleritis and 1430 (0.28 %) had episcleritis. Episcleritis and scleritis were more prevalent in patients with SFN than in those without SFN: 0.48 % vs. 0.28 % for episcleritis and 0.62 % vs 0.29 % for scleritis (P values = 0.32 and 0.02, respectively). Conclusions and Importance There were higher rates of scleritis in SFN patients compared to non-SFN patients. This potential systemic disease association had not been previously reported.
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Affiliation(s)
- Atitaya Apivatthakakul
- Department of Ophthalmology, Mass Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
- Department of Ophthalmology, Faculty of Medicine, Chiangmai University, Chiangmai, Thailand
| | - Renee Liu
- Department of Ophthalmology, Mass Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Marez Megalla
- Department of Ophthalmology, Mass Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Daniel A. Brill
- Department of Ophthalmology, Mass Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Lucia Sobrin
- Department of Ophthalmology, Mass Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
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Tsilingiris D, Schimpfle L, von Rauchhaupt E, Sulaj A, Seebauer L, Bartl H, Herzig S, Szendroedi J, Kopf S, Kender Z. Dysmetabolism-related Early Sensory Deficits and Their Relationship With Peripheral Neuropathy Development. J Clin Endocrinol Metab 2023; 108:e979-e988. [PMID: 37139855 PMCID: PMC10505541 DOI: 10.1210/clinem/dgad248] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 04/03/2023] [Accepted: 05/02/2023] [Indexed: 05/05/2023]
Abstract
AIM To investigate the association of early peripheral sensory dysfunction (EPSD) identified through quantitative sensory testing (QST) with factors related to a dysmetabolic status in individuals with and without type 2 diabetes (T2DM) without peripheral neuropathy (PN), and the impact of those factors on PN development. METHODS A total of 225 individuals (117 and 108 without and with T2DM, respectively) without PN based on clinical and electrophysiological criteria were analyzed. Comparative analysis was conducted between those identified as "healthy" and those with EPSD based on a standardized QST protocol. A total of 196 were followed-up over a mean of 2.64 years for PN occurrence. RESULTS Among those without T2DM, apart from male sex, height, and higher fat and lower lean mass, only higher insulin resistance (IR; homeostatic model assessment for IR: odds ratio [OR], 1.70; P = .009; McAuley index OR, 0.62, P = .008), was independently associated with EPSD. In T2DM, metabolic syndrome (OR, 18.32; P < .001) and skin advanced glycation end-products (AGEs; OR, 5.66; P = .003) were independent predictors of EPSD. In longitudinal analysis, T2DM (hazard ratio [HR], 3.32 vs no diabetes mellitus; P < .001), EPSD (adjusted HR, 1.88 vs healthy; P = .049 adjusted for diabetes mellitus and sex), higher IR and AGEs predicted PN development. Among the 3 EPSD-associated sensory phenotypes, "sensory loss" was most strongly associated with PN development (adjusted HR, 4.35; P = .011). CONCLUSION We demonstrate for the first time the utility of a standardized QST-based approach in identifying early sensory deficits in individuals with and without T2DM. These are associated with a dysmetabolic status signified by IR markers, metabolic syndrome, and higher AGEs, which in turn are shown to influence PN development.
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Affiliation(s)
- 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
| | - Lukas Schimpfle
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Ekaterina 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
| | - 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
| | - Lukas Seebauer
- Department for Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Hannelore Bartl
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, 69120 Heidelberg, Germany
| | - Stephan Herzig
- German Center for Diabetes Research (DZD), 85764 Munich-Neuherberg, Germany
- Joint Heidelberg-IDC Translational Diabetes Program, Helmholtz Center Munich, 85764 Neuherberg, Germany
- Helmholtz Center Munich, Institute for Diabetes and Cancer, 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
- Joint Heidelberg-IDC Translational Diabetes Program, Helmholtz Center Munich, 85764 Neuherberg, 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
| | - 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
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Galiero R, Caturano A, Vetrano E, Beccia D, Brin C, Alfano M, Di Salvo J, Epifani R, Piacevole A, Tagliaferri G, Rocco M, Iadicicco I, Docimo G, Rinaldi L, Sardu C, Salvatore T, Marfella R, Sasso FC. Peripheral Neuropathy in Diabetes Mellitus: Pathogenetic Mechanisms and Diagnostic Options. Int J Mol Sci 2023; 24:ijms24043554. [PMID: 36834971 PMCID: PMC9967934 DOI: 10.3390/ijms24043554] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/01/2023] [Accepted: 02/07/2023] [Indexed: 02/12/2023] Open
Abstract
Diabetic neuropathy (DN) is one of the main microvascular complications of both type 1 and type 2 diabetes mellitus. Sometimes, this could already be present at the time of diagnosis for type 2 diabetes mellitus (T2DM), while it appears in subjects with type 1 diabetes mellitus (T1DM) almost 10 years after the onset of the disease. The impairment can involve both somatic fibers of the peripheral nervous system, with sensory-motor manifestations, as well as the autonomic system, with neurovegetative multiorgan manifestations through an impairment of sympathetic/parasympathetic conduction. It seems that, both indirectly and directly, the hyperglycemic state and oxygen delivery reduction through the vasa nervorum can determine inflammatory damage, which in turn is responsible for the alteration of the activity of the nerves. The symptoms and signs are therefore various, although symmetrical painful somatic neuropathy at the level of the lower limbs seems the most frequent manifestation. The pathophysiological aspects underlying the onset and progression of DN are not entirely clear. The purpose of this review is to shed light on the most recent discoveries in the pathophysiological and diagnostic fields concerning this complex and frequent complication of diabetes mellitus.
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Affiliation(s)
- Raffaele Galiero
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Alfredo Caturano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Erica Vetrano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Domenico Beccia
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Chiara Brin
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Maria Alfano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Jessica Di Salvo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Raffaella Epifani
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Alessia Piacevole
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Giuseppina Tagliaferri
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Maria Rocco
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Ilaria Iadicicco
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Giovanni Docimo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Luca Rinaldi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Celestino Sardu
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Teresa Salvatore
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Raffaele Marfella
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
| | - Ferdinando Carlo Sasso
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, I-80138 Naples, Italy
- Correspondence: ; Tel.: +39-08-1566-5010
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Kutafina E, Becker S, Namer B. Measuring pain and nociception: Through the glasses of a computational scientist. Transdisciplinary overview of methods. FRONTIERS IN NETWORK PHYSIOLOGY 2023; 3:1099282. [PMID: 36926544 PMCID: PMC10013045 DOI: 10.3389/fnetp.2023.1099282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 01/04/2023] [Indexed: 02/12/2023]
Abstract
In a healthy state, pain plays an important role in natural biofeedback loops and helps to detect and prevent potentially harmful stimuli and situations. However, pain can become chronic and as such a pathological condition, losing its informative and adaptive function. Efficient pain treatment remains a largely unmet clinical need. One promising route to improve the characterization of pain, and with that the potential for more effective pain therapies, is the integration of different data modalities through cutting edge computational methods. Using these methods, multiscale, complex, and network models of pain signaling can be created and utilized for the benefit of patients. Such models require collaborative work of experts from different research domains such as medicine, biology, physiology, psychology as well as mathematics and data science. Efficient work of collaborative teams requires developing of a common language and common level of understanding as a prerequisite. One of ways to meet this need is to provide easy to comprehend overviews of certain topics within the pain research domain. Here, we propose such an overview on the topic of pain assessment in humans for computational researchers. Quantifications related to pain are necessary for building computational models. However, as defined by the International Association of the Study of Pain (IASP), pain is a sensory and emotional experience and thus, it cannot be measured and quantified objectively. This results in a need for clear distinctions between nociception, pain and correlates of pain. Therefore, here we review methods to assess pain as a percept and nociception as a biological basis for this percept in humans, with the goal of creating a roadmap of modelling options.
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Affiliation(s)
- Ekaterina Kutafina
- Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany
- Faculty of Applied Mathematics, AGH University of Science and Technology, Krakow, Poland
| | - Susanne Becker
- Clinical Psychology, Department of Experimental Psychology, Heinrich Heine University, Düsseldorf, Germany
- Integrative Spinal Research, Department of Chiropractic Medicine, University Hospital Balgrist, University of Zurich, Zurich, Switzerland
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Barbara Namer
- Junior Research Group Neuroscience, Interdisciplinary Center for Clinical Research Within the Faculty of Medicine, RWTH Aachen University, Aachen, Germany
- Institute of Physiology, Medical Faculty, RWTH Aachen University, Aachen, Germany
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Corneal Sub-Basal Nerve Plexus in Non-Diabetic Small Fiber Polyneuropathies and the Diagnostic Role of In Vivo Corneal Confocal Microscopy. J Clin Med 2023; 12:jcm12020664. [PMID: 36675593 PMCID: PMC9862881 DOI: 10.3390/jcm12020664] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 12/24/2022] [Accepted: 01/07/2023] [Indexed: 01/18/2023] Open
Abstract
In vivo corneal confocal microscopy (IVCM) allows the immediate analysis of the corneal nerve quantity and morphology. This method became, an indispensable tool for the tropism examination, as it evaluates the small fiber plexus in the cornea. The IVCM provides us with direct information on the health of the sub-basal nerve plexus and indirectly on the peripheral nerve status. It is an important tool used to investigate peripheral polyneuropathies. Small-fiber neuropathy (SFN) is a group of neurological disorders characterized by neuropathic pain symptoms and autonomic complaints due to the selective involvement of thinly myelinated Aδ-fibers and unmyelinated C-fibers. Accurate diagnosis of SFN is important as it provides a basis for etiological work-up and treatment decisions. The diagnosis of SFN is sometimes challenging as the clinical picture can be difficult to interpret and standard electromyography is normal. In cases of suspected SFN, measurement of intraepidermal nerve fiber density through a skin biopsy and/or analysis of quantitative sensory testing can enable diagnosis. The purpose of the present review is to summarize the current knowledge about corneal nerves in different SFN. Specifically, we explore the correlation between nerve density and morphology and type of SFN, disease duration, and follow-up. We will discuss the relationship between cataracts and refractive surgery and iatrogenic dry eye disease. Furthermore, these new paradigms in SFN present an opportunity for neurologists and clinical specialists in the diagnosis and monitoring the peripheral small fiber polyneuropathies.
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Andreeva IG, Gvozdeva A, Pimenova V, Ryabkova V, Lukashenko M, Kamaeva E, Shapkina V, Soprun L, Gavrilova N, Fedotkina TV, Churilov LP, Shoenfeld Y. Assessment of Hearing and Vestibular Functions in a Post-COVID-19 Patient: A Clinical Case Study. Diagnostics (Basel) 2022; 13:diagnostics13010122. [PMID: 36611414 PMCID: PMC9819003 DOI: 10.3390/diagnostics13010122] [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: 10/03/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/31/2022] Open
Abstract
SARS-CoV-2 infection may cause such complications as post-COVID-19 syndrome, which includes chronic fatigue, myalgia, arthralgia, as well as a variety of neurological manifestations, e.g., neuropathy of small fibers, hearing and vestibular dysfunction, and cognitive impairment. This clinical case describes a 41-year-old patient suffering from post-COVID-19 syndrome and chronic fatigue syndrome. A detailed examination was performed, including an in-depth study of peripheral and central hearing and vestibular functions, as well as small nerve fibers length and density in the skin and cornea of the eye. Contrary to expectations, no peripheral nervous system dysfunction was detected, despite the presence of dizziness and gait instability in the patient. Hearing tests (gap detection test and dichotic test) showed central auditory processing disorders. The evaluated lesion in the processing of temporal and verbal auditory information can be a significant factor contributing to additional overload of the neural activity and leading to chronic fatigue when performing daily activities in patients with CFS and post-COVID-19 complications.
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Affiliation(s)
- Irina Germanovna Andreeva
- Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences (IEPhB RAS), Laboratory of Comparative Sensory Physiology, 194223 St. Petersburg, Russia
| | - Alisa Gvozdeva
- Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences (IEPhB RAS), Laboratory of Comparative Sensory Physiology, 194223 St. Petersburg, Russia
| | - Vera Pimenova
- Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences (IEPhB RAS), Laboratory of Comparative Sensory Physiology, 194223 St. Petersburg, Russia
| | - Varvara Ryabkova
- Department of Therapy, Pavlov First St. Petersburg State Medical University, 197022 St. Petersburg, Russia
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Maria Lukashenko
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Evelina Kamaeva
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Valeria Shapkina
- Department of Hospital Surgery, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Lidia Soprun
- Department of Healthcare and Medical law, Saint-Petersburg State University, 199034 St. Petersburg, Russia
- Outpatient Clinic No. 1, Saint-Petersburg State University Clinic, 190103 St. Petersburg, Russia
| | - Natalia Gavrilova
- Outpatient Clinic No. 1, Saint-Petersburg State University Clinic, 190103 St. Petersburg, Russia
- Department of Faculty Therapy, Saint-Petersburg State University, 199034 St. Petersburg, Russia
- St. Petersburg Research Institute of Phthisiopulmonology of the Ministry of Health of the Russian Federation, 191036 St. Petersburg, Russia
- Correspondence:
| | - Tamara Viktorovna Fedotkina
- Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences (IEPhB RAS), Laboratory of Comparative Sensory Physiology, 194223 St. Petersburg, Russia
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Leonid Pavlovich Churilov
- St. Petersburg Research Institute of Phthisiopulmonology of the Ministry of Health of the Russian Federation, 191036 St. Petersburg, Russia
- Department of Pathology, Saint-Petersburg State University, 199034 St. Petersburg, Russia
| | - Yehuda Shoenfeld
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 St. Petersburg, Russia
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel HaShomer 5265601, Israel
- Sackler Faculty of Medicine, Ariel University, Ariel 40700, Israel
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Update on Corneal Confocal Microscopy Imaging. Diagnostics (Basel) 2022; 13:diagnostics13010046. [PMID: 36611338 PMCID: PMC9818591 DOI: 10.3390/diagnostics13010046] [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: 11/14/2022] [Revised: 12/18/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022] Open
Abstract
In vivo corneal confocal microscopy (IVCM) is a non-invasive ophthalmic imaging technique that provides images of the cornea at the cellular level. Despite the uses in ocular surface pathologies, in the last decades IVCM has been used to provide more knowledge in refractive surgery wound healing, in neuropathies diagnosis, etc. The observation of the corneal cells, both normal and inflammatory, and the possibility of quantification of the corneal nerve density with manual or automated tools, makes IVCM have a significant potential to improve the diagnosis and prognosis in several systemic and corneal conditions.
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Cañadas P, García-Gonzalez M, Cañones-Zafra R, Teus MA. Corneal Confocal Microscopy Findings in Neuro Lyme Disease: A Case Report. Diagnostics (Basel) 2022; 12:343. [PMID: 35204434 PMCID: PMC8870814 DOI: 10.3390/diagnostics12020343] [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: 12/22/2021] [Revised: 01/18/2022] [Accepted: 01/26/2022] [Indexed: 11/16/2022] Open
Abstract
Neuro Lyme disease is caused by several bacteriae of the Borreliaceae family, such as Borrelia Miyamotoi. In late stages of illness, patients with Lyme disease may develop chronic neurologic symptoms such as cognitive disturbances or small fiber peripheral neuropathy. Confocal microscopy is a non-invasive method designed to evaluate the human cornea in vivo. Thus, all the corneal layers, including the cells and the sub-basal nerve plexus, can be easily visualized and analyzed. This is the first report of the morphology of small-fiber peripheral neuropathy analyzed by confocal microscopy in a patient diagnosed of neuro Lyme disease. The decrease in the number of unmyelinated sub-basal nerve fibers with abundant presence of dendritic cells (DC) in comparison with healthy corneas strongly supports the diagnosis of small fiber peripheral neuropathy in a case of neuroborreliosis disease.
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Affiliation(s)
- Pilar Cañadas
- Department of Optometry and Vision, School of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - Montserrat García-Gonzalez
- Clínica Novovisión, P.° de la Castellana, 54, 28046 Madrid, Spain; (M.G.-G.); (R.C.-Z.); (M.A.T.)
- Clínica Rementería, Calle Almagro, 36, 28010 Madrid, Spain
| | - Rafael Cañones-Zafra
- Clínica Novovisión, P.° de la Castellana, 54, 28046 Madrid, Spain; (M.G.-G.); (R.C.-Z.); (M.A.T.)
| | - Miguel A. Teus
- Clínica Novovisión, P.° de la Castellana, 54, 28046 Madrid, Spain; (M.G.-G.); (R.C.-Z.); (M.A.T.)
- Hospital Universitario “Príncipe de Asturias”, University of Alcalá, 28801 Alcala de Henares, Spain
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