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Diezma-Martín AM, Morales-Casado MI, Jiménez-Díaz L, Navarro-López JD, Mondéjar-Marín B, Parra-Serrano J, Vadillo-Bermejo A, Marsal-Alonso C, Beneyto-Martín P. Association between autoimmune diseases and Alzheimer's disease: Analysis using big data tools. Rev Clin Esp 2024:S2254-8874(24)00122-X. [PMID: 39313029 DOI: 10.1016/j.rceng.2024.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 07/22/2024] [Indexed: 09/25/2024]
Abstract
OBJECTIVE The objective is to analyze the prevalence of Alzheimer's disease in patients with and without a diagnosis of different autoimmune diseases and the possible association between both pathologies. PATIENTS AND METHODS A multicenter, retrospective, cohort study was conducted to study the prevalence of Alzheimer's disease among patients diagnosed with various autoimmune diseases compared to the general population. Data from electronic medical records from the Castilla-La Mancha healthcare system were analyzed using Natural Language Processing through the Savana Manager® artificial intelligence clinical platform. A total of 1,028,356 patients were analyzed, including 28,920 individuals with Alzheimer's disease and 999,436 control patients. RESULTS Out of the 12 autoimmune diseases analyzed, 5 showed a significant association with Alzheimer's disease with p < 0.05. Myasthenia gravis had an increased prevalence of AD with OR 1.49 (95% CI 1.11-2), systemic lupus erythematosus with OR 2.42 (95% CI 2.02-2.88), rheumatoid arthritis with OR 1.38 (95% CI 1.24-1.54), polymyalgia rheumatica with OR 2.01 (95% CI 1.08-2.23), and pernicious anemia with OR 2.06 (95% CI 1.59-2.66). The remaining autoimmune diseases analyzed did not show a higher prevalence of Alzheimer's disease compared to the general population. CONCLUSIONS There may be an association between certain systemic autoimmune diseases and Alzheimer's disease. Further studies are needed to confirm our findings, establish causality, and explore the underlying mechanisms of this association.
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Affiliation(s)
- A M Diezma-Martín
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - M I Morales-Casado
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain.
| | - L Jiménez-Díaz
- Laboratorio de Neurofisiología y Comportamiento, Facultad de Medicina de Ciudad Real, Ciudad Real, Spain
| | - J D Navarro-López
- Laboratorio de Neurofisiología y Comportamiento, Facultad de Medicina de Ciudad Real, Ciudad Real, Spain
| | - B Mondéjar-Marín
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - J Parra-Serrano
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - A Vadillo-Bermejo
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - C Marsal-Alonso
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - P Beneyto-Martín
- Unidad de Investigación, Hospitalario Universitario de Toledo, Toledo, Spain
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Medina YF, Rivera MR, Duarte LK, Rodriguez-Plata CM, De León ER, Rodríguez Martínez SC. Cognitive impairment in a Colombian cohort of patients with systemic lupus erythematosus: A cross-sectional study. Lupus 2024; 33:1025-1033. [PMID: 39279055 PMCID: PMC11408956 DOI: 10.1177/09612033241273082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
CONTEXT Cognitive deficits are neuropsychiatric syndromes associated with systemic lupus erythematosus. In our context, there are no data on the frequency of cognitive deficit as a manifestation of neuropsychiatric SLE or the associated conditions. OBJECTIVE To define determinants of cognitive deficit in a cohort of Colombian patients with SLE attending a third-level hospital. METHODS AND PATIENTS This descriptive cross-sectional study included patients with SLE, explored the presence of cognitive impairment through screening testing using the Montreal Cognitive Assessment (MoCA test), and diagnostic confirmation with a specific neuropsychological test battery recommended by the American College of Rheumatology. Quality of life was assessed using the LupusCol questionnaire and depression using the Beck Depression Inventory. RESULTS Most patients were women, with a median age of 37 years (IQR, 28.0 - 46.7). Most patients had a level of higher education or technical education. Fifty-nine (62.9%) patients presented with a normal MoCA test result ≥26 points, and 35 (37.1%) patients with a score <26 points that were considered abnormal. The comprehensive neuropsychological test battery was applied to 31 patients (33.0%) with an abnormal MoCA test. Forty-one patients (48.8%) had some degree of depression. The median loss of quality of life was 21.03% (IQR 10.2 - 40.3). 19 patients (20%) presented some degree of cognitive deficit, 15 (15.95% of the total sample) had cognitive impairment, and 4 (4.25%) had cognitive decline. In a logistic regression analysis using data from patients undergoing specific tests, variables related to cognitive deterioration were found to be associated with a lower quality of life, showing an adjusted odds ratio of 1.05 (CI 1.01-0.09). No association was demonstrated with SLEDAI, prednisolone use, cyclophosphamide use, and the presence of depression. CONCLUSION In this study, it was found in 16% of patients evaluated with the complete neuropsychological test battery and in 37% with the MoCA screening test. Our results suggest that it is crucial to implement strategies to assess cognitive deficit, depression, and quality of life in the consultation of patients with SLE and to raise awareness among health providers who care for patients with lupus about their presence and impact.
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Affiliation(s)
- Yimy F Medina
- Internal Medicine Department, Universidad Nacional de Colombia, Bogotá, Colombia
- Departamento de Medicina Interna, Hospital Universitario Nacional de Colombia, Bogotá, Colombia
| | - Manuela R Rivera
- Internal Medicine Department, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Liliana K Duarte
- Internal Medicine Department, Universidad Nacional de Colombia, Bogotá, Colombia
- Departamento de Medicina Interna, Hospital Universitario Nacional de Colombia, Bogotá, Colombia
| | | | - Emmanuel R De León
- Internal Medicine Department, Universidad Nacional de Colombia, Bogotá, Colombia
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Brooks WH. Polyamine Dysregulation and Nucleolar Disruption in Alzheimer's Disease. J Alzheimers Dis 2024; 98:837-857. [PMID: 38489184 DOI: 10.3233/jad-231184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
Abstract
A hypothesis of Alzheimer's disease etiology is proposed describing how cellular stress induces excessive polyamine synthesis and recycling which can disrupt nucleoli. Polyamines are essential in nucleolar functions, such as RNA folding and ribonucleoprotein assembly. Changes in the nucleolar pool of anionic RNA and cationic polyamines acting as counterions can cause significant nucleolar dynamics. Polyamine synthesis reduces S-adenosylmethionine which, at low levels, triggers tau phosphorylation. Also, polyamine recycling reduces acetyl-CoA needed for acetylcholine, which is low in Alzheimer's disease. Extraordinary nucleolar expansion and/or contraction can disrupt epigenetic control in peri-nucleolar chromatin, such as chromosome 14 with the presenilin-1 gene; chromosome 21 with the amyloid precursor protein gene; chromosome 17 with the tau gene; chromosome 19 with the APOE4 gene; and the inactive X chromosome (Xi; aka "nucleolar satellite") with normally silent spermine synthase (polyamine synthesis) and spermidine/spermine-N1-acetyltransferase (polyamine recycling) alleles. Chromosomes 17, 19 and the Xi have high concentrations of Alu elements which can be transcribed by RNA polymerase III if positioned nucleosomes are displaced from the Alu elements. A sudden flood of Alu RNA transcripts can competitively bind nucleolin which is usually bound to Alu sequences in structural RNAs that stabilize the nucleolar heterochromatic shell. This Alu competition leads to loss of nucleolar integrity with leaking of nucleolar polyamines that cause aggregation of phosphorylated tau. The hypothesis was developed with key word searches (e.g., PubMed) using relevant terms (e.g., Alzheimer's, lupus, nucleolin) based on a systems biology approach and exploring autoimmune disease tautology, gaining synergistic insights from other diseases.
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4
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Xu X, Kong W, Geng L, Chen C, Yang H, Bian W, Chen S, Xu R, Liang J, Sun L. Association between cognitive impairment and olfactory deficits in systemic lupus erythematosus without major neuropsychiatric syndromes. Lupus 2023; 32:1245-1257. [PMID: 37700453 DOI: 10.1177/09612033231201278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
OBJECTIVE The aim of the study was to investigate the utility of the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), evaluate cognitive deficits in systemic lupus erythematosus (SLE) patients and examine the relationship between cognitive and olfactory functions. METHODS 55 SLE patients and 50 healthy controls were administered by RBANS including five indexes: immediate memory (IMME), visuospatial/constructional (Vis/Con), language (LANG), attention (ATT), and delayed memory (DEME). Olfactory functions were evaluated by computerized testing including three stages of smell: threshold (THR), identification (ID), and memory (ME) of different odors. The disease activity and cumulative damage were assessed by the SLE Disease Activity Index 2000 (SLEDAI-2K) and the Systemic Lupus International Collaborating Clinics (SLICC)/American College of Rheumatology (ACR) Damage Index (SDI). RESULTS SLE patients exhibited significant lower total RBANS scores, IMME, Vis/Con, ATT, and DEME index scores than healthy controls (p < 0.01 for all and p = 0.027 for attention). Reduced RBANS scores were associated with several organ involvement and autoantibodies. SLE patients with higher SLEDAI-2K scores or with accumulated damage (SDI≥1) showed decreased RBANS scores. All the olfactory scores in SLE patients were significantly decreased than controls (p = 0.001). Patients had higher proportion of anosmia (8.57% vs 0%) and hyposmia (28.58% vs 5.72%) than controls (χ2 = 10.533, p = 0.015). Multivariable regression analysis revealed that olfactory functions had a positive effect on RBANS index scores. Olfactory memory and total scores were significantly correlated with the DEME (r = 0.393, p = 0.021) and total scores (r = 0.429, p = 0.011). CONCLUSION This study indicates that significantly cognitive and olfactory functions are impaired in SLE patients. The RBANS is a potentially useful instrument for evaluating neuropsychological status in SLE. Physicians are encouraged to perform routine screening in SLE patients to detect subtle cognitive dysfunction.
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Affiliation(s)
- Xue Xu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Wei Kong
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Linyu Geng
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Chen Chen
- Department of Clinical Nutrition, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Hailong Yang
- Department of Psychology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Wenjuan Bian
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Siwen Chen
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Renju Xu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jun Liang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Lingyun Sun
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
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Ding Q, Lamberts J, Konieczny AM, Bringedahl TB, Torres Garcia KY. Association of Autoimmune Disorders and Disease-modifying Antirheumatic Drugs: (DMARDs) with the Risk of Alzheimer's and/or Dementia: A Population Study Using Medicare Beneficiary Data. Curr Alzheimer Res 2023; 20:725-737. [PMID: 38288824 DOI: 10.2174/0115672050289966240110041616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 12/26/2023] [Accepted: 01/02/2024] [Indexed: 04/04/2024]
Abstract
OBJECTIVES Alzheimer's disease (AD) and/or dementia is a prevalent neurocognitive disorder primarily affecting individuals over the age of 65. Identifying specific causes of AD and/or dementia can be challenging, with emerging evidence suggesting a potential association with autoimmune inflammatory conditions such as rheumatoid arthritis (RA). This study aimed to assess the prevalence rate of AD and/or dementia among Medicare beneficiaries reporting an autoimmune disorder. Additionally, this study sought to identify the comparative prevalence of AD and/or dementia in patients with an autoimmune disorder who were using disease-modifying antirheumatic drugs (DMARDs) compared to those not using DMARDs. METHODS Cross-sectional secondary data analyses were conducted on Medicare Current Beneficiary Survey (MCBS) data from 2017 and 2018. The MCBS data consists of a nationally representative sample of the Medicare population, a population that is largely 65 and older, and provides de-identified patient information. Patients from this dataset with a self-reported autoimmune disorder were included in the analyses. Descriptive analyses were conducted on demographic variables, chronic conditions, and medication use. The prevalence of AD and/or dementia was compared between patients with and without an autoimmune disorder. A backward stepwise selection regression was used to identify the risk factors associated with the prevalence of AD and/or dementia. RESULTS The study included 18,929 Medicare beneficiaries, with 4,405 identified as having one autoimmune disorder. The prevalence of AD and/or dementia was significantly higher in patients with an autoimmune disorder. The multivariate regression showed that RA was significantly associated with a higher risk of AD and/or dementia. Other demographic factors, including advanced age, African-American or Hispanic ethnicity, low body mass index, and chronic conditions of ischemic heart disease, history of myocardial infarction, history of stroke, depression, mental health disorder(s), and traumatic brain injury also showed statistically significant associations with AD and/or dementia. Patients using DMARDs demonstrated a reduced likelihood of having AD and/or dementia, compared to patients not using DMARDs. CONCLUSION This study provides evidence of an association between RA and increased risk of AD and/or dementia. The findings suggest that DMARD use may have a protective effect against the development of AD and/or dementia in patients with an autoimmune disorder.
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Affiliation(s)
- Qian Ding
- Ferris State University College of Pharmacy, 220 Ferris Drive, Big Rapids, MI 49307, USA
| | - Jennifer Lamberts
- Ferris State University College of Pharmacy, 220 Ferris Drive, Big Rapids, MI 49307, USA
| | - Alison M Konieczny
- Ferris Library for Information, Technology, and Education, Big Rapids, MI 49307, USA
| | - Tyler B Bringedahl
- Trinity Health Muskegon, 1500 East Sherman Blvd., Muskegon, MI 49444, USA
| | - Kiara Y Torres Garcia
- St. Joseph Health System Family Medicine Center, 611 E Douglas Rd., Mishawaka, IN 46545, USA
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6
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Jin T, Huang W, Cao F, Yu X, Guo S, Ying Z, Xu C. Causal association between systemic lupus erythematosus and the risk of dementia: A Mendelian randomization study. Front Immunol 2022; 13:1063110. [PMID: 36569847 PMCID: PMC9773372 DOI: 10.3389/fimmu.2022.1063110] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction It is well-documented that systemic lupus erythematosus (SLE) is associated with dementia. However, the genetic causality of this association remains unclear. Mendelian randomization (MR) was used to investigate the potential causal relationship between SLE and dementia risk in the current study. Methods We selected 45 single nucleotide polymorphisms (SNPs) associated with SLE from publicly available genome-wide association studies (GWAS). Summary level statistics were obtained from the dementia GWAS database. MR estimates were performed using the inverse variance weighted (IVW) method, MR-Egger method and weighted median (WM) method. Cochran's Q test, the intercept of MR-Egger, MR-Pleiotropy Residual Sum and Outlier method, leave-one-out analysis and funnel plot were applied for sensitivity analyses. Results No significant causal association was found between SLE and any type of dementia, including Alzheimer's disease, vascular dementia, frontotemporal dementia, and dementia with Lewy bodies. These findings were robust across several sensitivity analyses. Conclusion Overall, our findings do not support a causal association between SLE and dementia risk.
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Affiliation(s)
- Tianyu Jin
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China,The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Wei Huang
- Rheumatism and Immunity Research Institute, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China
| | - Fangzheng Cao
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xinyue Yu
- Alberta institute, Wenzhou Medical University, Wenzhou, China
| | - Shunyuan Guo
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China
| | - Zhenhua Ying
- Rheumatism and Immunity Research Institute, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China,*Correspondence: Chao Xu, ; Zhenhua Ying,
| | - Chao Xu
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China,*Correspondence: Chao Xu, ; Zhenhua Ying,
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7
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Medina G, Cimé-Aké E, Bonilla-Vázquez R, Vera-Lastra O, Saavedra MÁ, Cruz-Domínguez MP, Jara LJ. Disability and cognitive impairment are interdependent in primary antiphospholipid syndrome. Lupus 2022; 31:1104-1113. [PMID: 35657275 DOI: 10.1177/09612033221106647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Cognitive impairment (CI) occurs at a high frequency in primary antiphospholipid syndrome (PAPS). Its psychosocial-related factors are of interest. OBJECTIVE We aimed to determine disability and perceived stress and their correlation with CI in PAPS. METHODS First study phase: a longitudinal study including patients with PAPS and paired controls for cardiovascular risk factors, age, and sex, determining CI with Montreal Cognitive Assessment (MoCA) and then repeating the measurement 1 year later. Second study phase: a cross-sectional analytical study by quantification of disability with the World Health Organization Disability Assessment Schedule (WHODAS 2.0) and perceived stress with the Perceived Stress Scale (PSS-14). Descriptive statistics and Spearman correlation coefficient were used. RESULTS Sixty-three patients with PAPS and 60 controls were studied. In PAPS, age (range, 48.0 ± 13.5 years), thrombotic artery events (TAE) (44.4%), and stroke/TIA (42.8%) were found. Disability was documented in the majority of WHODAS 2.0 domains and the total score for this was higher in participation and mobility, the stress level was normal, and 65.1% had CI. PAPS exhibited greater deterioration in the WHODAS 2.0 total score (p .017) and the MoCA test (p < .0001). Personal domains and the total WHODAS 2.0 score correlated inversely with MoCA. Life activities (rho = -0.419) and self-care (rho = -0.407) were those that correlated to the greatest degree. Stroke conferred risk for CI. CONCLUSIONS Disability in PAPS and CI are interdependent. New treatment options and neurocognitive stimulation strategies are necessary to maintain functionality and prevent further cognitive dysfunction in PAPS patients.
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Affiliation(s)
- Gabriela Medina
- Translational Research Unit, 42594Hospital de Especialidades, Centro Médico La Raza, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico.,Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Erik Cimé-Aké
- Internal Medicine Department, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
| | - Raquel Bonilla-Vázquez
- Internal Medicine Department, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
| | - Olga Vera-Lastra
- Universidad Nacional Autónoma de México, Mexico City, Mexico.,Internal Medicine Department, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
| | - Miguel Ángel Saavedra
- Universidad Nacional Autónoma de México, Mexico City, Mexico.,Rheumatology Department, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
| | - María Pilar Cruz-Domínguez
- Universidad Nacional Autónoma de México, Mexico City, Mexico.,Research Division, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
| | - Luis J Jara
- Universidad Nacional Autónoma de México, Mexico City, Mexico.,Direction of Education and Research, 42594Hospital de Especialidades, Centro Médico La Raza, IMSS, Mexico City, Mexico
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8
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Systemic Inflammation Predicts Alzheimer Pathology in Community Samples without Dementia. Biomedicines 2022; 10:biomedicines10061240. [PMID: 35740262 PMCID: PMC9219863 DOI: 10.3390/biomedicines10061240] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 04/06/2022] [Accepted: 04/18/2022] [Indexed: 02/01/2023] Open
Abstract
Neuroinflammation and oxidative stress (OS) are implicated in the pathophysiology of Alzheimer’s disease (AD). However, it is unclear at what stage of the disease process inflammation first becomes manifest. The aim of this study was to investigate the associations between specific plasma markers of inflammation and OS, tau, and Amyloid-β 38, 40, and 42 levels in cognitively unimpaired middle-age and older individuals. Associations between inflammatory states identified through principal component analysis and AD biomarkers were investigated in middle-age (52–56 years, n = 335, 52% female) and older-age (72–76 years, n = 351, 46% female) participants without dementia. In middle-age, a component reflecting variation in OS was most strongly associated with tau and to a lesser extent amyloid-β levels. In older-age, a similar component to that observed in middle-age was only associated with tau, while another component reflecting heightened inflammation independent of OS, was associated with all AD biomarkers. In middle and older-age, inflammation and OS states are associated with plasma AD biomarkers.
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9
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Cognitive Impairment in Anti-Phospholipid Syndrome and Anti-Phospholipid Antibody Carriers. Brain Sci 2022; 12:brainsci12020222. [PMID: 35203985 PMCID: PMC8870021 DOI: 10.3390/brainsci12020222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 01/27/2022] [Accepted: 02/02/2022] [Indexed: 12/29/2022] Open
Abstract
Cognitive impairment is frequently reported among anti-phospholipid syndrome (APS) patients as well as anti-phospholipid antibody (aPL) carriers, but it is less studied than other manifestations of this condition. Moreover, the exact prevalence of cognitive impairment in these patients has not been accurately determined, mainly due to inconsistency in the tools used to identify impairment, small sample sizes, and variability in the anti-phospholipid antibodies measured and positivity cutoffs. The notion of a direct pathogenic effect is supported by the observation that the higher the number of aPLs present and the higher the load of the specific antibody, the greater the risk of cognitive impairment. There is some evidence to suggest that besides the thrombotic process, inflammation-related pathways play a role in the pathogenesis of cognitive impairment in APS. The cornerstone treatments of APS are anti-coagulant and anti-thrombotic medications. These treatments have shown some favorable effects in reversing cognitive impairment, but solid evidence for the efficacy and safety of these treatments in the context of cognitive impairment is still lacking. In this article, we review the current knowledge regarding the epidemiology, pathophysiology, clinical associations, and treatment of cognitive impairment associated with APS and aPL positivity.
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10
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Odom GJ, Colaprico A, Silva TC, Chen XS, Wang L. PathwayMultiomics: An R Package for Efficient Integrative Analysis of Multi-Omics Datasets With Matched or Un-matched Samples. Front Genet 2022; 12:783713. [PMID: 35003218 PMCID: PMC8729182 DOI: 10.3389/fgene.2021.783713] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/07/2021] [Indexed: 01/27/2023] Open
Abstract
Recent advances in technology have made multi-omics datasets increasingly available to researchers. To leverage the wealth of information in multi-omics data, a number of integrative analysis strategies have been proposed recently. However, effectively extracting biological insights from these large, complex datasets remains challenging. In particular, matched samples with multiple types of omics data measured on each sample are often required for multi-omics analysis tools, which can significantly reduce the sample size. Another challenge is that analysis techniques such as dimension reductions, which extract association signals in high dimensional datasets by estimating a few variables that explain most of the variations in the samples, are typically applied to whole-genome data, which can be computationally demanding. Here we present pathwayMultiomics, a pathway-based approach for integrative analysis of multi-omics data with categorical, continuous, or survival outcome variables. The input of pathwayMultiomics is pathway p-values for individual omics data types, which are then integrated using a novel statistic, the MiniMax statistic, to prioritize pathways dysregulated in multiple types of omics datasets. Importantly, pathwayMultiomics is computationally efficient and does not require matched samples in multi-omics data. We performed a comprehensive simulation study to show that pathwayMultiomics significantly outperformed currently available multi-omics tools with improved power and well-controlled false-positive rates. In addition, we also analyzed real multi-omics datasets to show that pathwayMultiomics was able to recover known biology by nominating biologically meaningful pathways in complex diseases such as Alzheimer's disease.
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Affiliation(s)
- Gabriel J Odom
- Department of Biostatistics, Stempel College of Public Health, Florida International University, Miami, FL, United States.,Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Antonio Colaprico
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Tiago C Silva
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - X Steven Chen
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Lily Wang
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, United States.,Dr. John T Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, United States.,John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States
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11
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Tayer-Shifman OE, Bingham KS, Touma Z. Neuropsychiatric Systemic Lupus Erythematosus in Older Adults: Diagnosis and Management. Drugs Aging 2021; 39:129-142. [PMID: 34913146 DOI: 10.1007/s40266-021-00911-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2021] [Indexed: 11/29/2022]
Abstract
Systemic lupus erythematosus (SLE) is a multisystem chronic autoimmune disease with variable clinical manifestations. Neuropsychiatric systemic lupus erythematosus (NPSLE) includes the neurologic syndromes of the central, peripheral and autonomic nervous system and the psychiatric syndromes observed in patients with SLE. Neuropsychiatric systemic lupus erythematosus events may present as an initial manifestation of SLE or may be diagnosed later in the course of the disease. Older adults with NPLSE include those who are ageing with known SLE and those with late-onset SLE. The diagnosis of NPSLE across the lifespan continues to be hampered by the lack of sensitive and specific laboratory and imaging biomarkers. In this review, we discuss the particular complexity of NPSLE diagnosis and management in older adults. We first discuss the epidemiology of late-onset NPSLE, then review principles of diagnosis of NPSLE, highlighting issues that are pertinent to older adults and that make diagnosis and attribution more challenging, such as atypical disease presentation, higher medical comorbidity, and differences in neuroimaging and autoantibody investigations. We also discuss clinical issues that are of particular relevance to older adults that have a high degree of overlap with SLE, including drug-induced lupus, cerebrovascular disease and neurocognitive disorders. Finally, we review the management of NPSLE, mainly moderate to high- dose glucocorticoids and immunosuppressants, again highlighting considerations for older adults, such as increased medication (especially glucocorticoids) adverse effects, ageing-related pharmacokinetic changes that can affect SLE medication management, medication dosing and attention to medical comorbidities affecting brain health.
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Affiliation(s)
- Oshrat E Tayer-Shifman
- Rheumatology Unit, Meir Medical Center affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Kfar Saba, Israel
| | - Kathleen S Bingham
- University Health Network Centre for Mental Health, Toronto General Hospital, Toronto, ON, Canada
| | - Zahi Touma
- Division of Rheumatology, Department of Medicine, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital-Lupus Clinic, University of Toronto, EW, 1-412, 399 Bathurst Street, Toronto, ON, M5T 2S8, Canada.
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12
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Frittoli RB, Pereira DR, Lapa AT, Postal M, Sinicato NA, Fernandes PT, Cendes F, Castellano G, Rittner L, Marini R, Niewold TB, Appenzeller S. Axonal dysfunction is associated with interferon-γ levels in childhood-onset systemic lupus erythematosus: a multivoxel magnetic resonance spectroscopy study. Rheumatology (Oxford) 2021; 61:1529-1537. [PMID: 34282445 DOI: 10.1093/rheumatology/keab530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 06/19/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Axonal/neuronal damage has been shown to be a pathological finding that precedes neuropsychiatric manifestations in systemic lupus erythematosus (SLE). Therefore, the objective of this study was to determine the presence of axonal dysfunction in childhood-onset SLE patients (cSLE) and to determine clinical, immunological, and treatment features associated with its occurrence. METHODS We included 86 consecutive cSLE patients [median age 17 years (range 5-28)] and 71 controls [median age 18 years (5-28)]. We performed Proton Magnetic Resonance Spectroscopic Imaging (1H-MRSI) using point resolved spectroscopy sequence (PRESS) over the superior-posterior region of the corpus callosum and signals from N-acetylaspartate compounds (NAA), choline-based compounds (CHO); creatine containing compounds (Cr), myo-inositol (mI), lactate (Lac), glutamate (Glu), glutamine (Gln) and lactate (Lac) were measured and metabolites/Cr ratios were determined. Complete clinical, laboratory and neurological evaluations were performed in all subjects. Sera IL-4, IL-5, IL-6, IL-10, IL-12, IL-17, TNF- α, INF- γ cytokines levels, antiribosomal P protein antibodies (anti-P) and S100β were measured by enzyme-linked immunosorbent assay (ELISA) using commercial kits. Data were compared by non-parametric tests. RESULTS NAA/Cr ratios (p= 0.035) and Lac/Cr ratios (p= 0.019) levels were significantly decreased in cSLE patients when compared with controls. In multivariate analysis, interferon (IFN) gamma (γ) levels (OR = 4.1; 95% 2.01-7.9) and depressive symptoms (OR = 1.9; 95%CI = 1.1-3.2) were associated with NAA/Cr ratio. Increased Cho/Cr was associated with the presence of cognitive impairment (OR = 3.4; p< 0.001; 95%CI = 2.034-5.078). mI/Cr ratio correlated with cumulative glucocorticoids dosage (r = 0.361; p= 0.014). CONCLUSION NAA and CHO ratios may be useful as biomarkers in neuropsychiatric cSLE. Longitudinal studies are necessary to determine whether they predict structural damage.
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Affiliation(s)
- Renan Bazuco Frittoli
- Medical Physiopathology Program-School of Medical Science-, University of Campinas.,Rheumatology Lab, School of Medical Sciences, University of Campinas
| | - Danilo Rodrigues Pereira
- Medical Physiopathology Program-School of Medical Science-, University of Campinas.,Rheumatology Lab, School of Medical Sciences, University of Campinas
| | | | - Mariana Postal
- Rheumatology Lab, School of Medical Sciences, University of Campinas
| | | | | | - Fernando Cendes
- Department of Neurology, Faculty of Medical Science-University of Campinas
| | | | - Leticia Rittner
- School of Electrical and Computer Engineering, University of Campinas
| | - Roberto Marini
- Pediatric Rheumatology Unit, Departament of Pediatrics-, University of Campinas
| | - Timothy B Niewold
- Colton Center for Autoimmunity, NYU School of Medicine, New York, USA
| | - Simone Appenzeller
- Rheumatology Lab, School of Medical Sciences, University of Campinas.,Department of Medicine, Rheumatology Unit, School of Medical Science-University of Campinas
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13
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Donnellan C, Cohen H, Werring DJ. Cognitive dysfunction and associated neuroimaging biomarkers in antiphospholipid syndrome: a systematic review. Rheumatology (Oxford) 2021; 61:24-41. [PMID: 34003972 PMCID: PMC8742819 DOI: 10.1093/rheumatology/keab452] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Objectives Cognitive dysfunction is common in patients with aPL (including primary APS or APS associated with SLE). Neuroimaging biomarkers may contribute to our understanding of mechanisms of cognitive dysfunction in these cohorts. This review aimed to investigate: (i) the prevalence of cognitive dysfunction in studies including neuroimaging biomarkers; and (ii) associations between cognition and neuroimaging biomarkers in patients with APS/aPL. Methods We conducted a systematic search of electronic databases PubMed, Science Direct, Scopus and PsycINFO, and included studies with descriptions of neuroimaging findings, cognitive dysfunction or both, in patients with aPL positivity (LA, IgG and IgM aCL and anti-β2 glycoprotein-I antibodies). Results Of 120 search results we included 20 eligible studies (6 APS, 4 SLE with APS/aPL and 10 NPSLE). We identified a medium risk of bias in 6/11 (54%) of cohort studies and 44% of case–control studies, as well as marked heterogeneity in cognitive assessment batteries, APS and aPL definitions, and neuroimaging modalities and protocols. The prevalence of cognitive dysfunction ranged between 11 and 60.5%. Structural MRI was the most common imaging modality, reporting cognitive dysfunction to be associated with white matter hyperintensities, ischaemic lesions and cortical atrophy (four with cerebral atrophy, two with white matter hyperintensities and two with cerebral infarcts). Conclusion Our findings confirm that cognitive impairment is commonly found in patients with aPL (including APS, SLE and NPSLE). The risk of bias, and heterogeneity in the cognitive and neuroimaging biomarkers reported does not allow for definitive conclusions.
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Affiliation(s)
- Claire Donnellan
- School of Nursing and Midwifery, Faculty of Health Sciences, University of Dublin, Trinity College Dublin, Dublin, Ireland
- Correspondence to: Claire Donnellan, School of Nursing and Midwifery, Faculty of Health Sciences, University of Dublin Trinity College, 2 Clare Street, Dublin 2, Ireland. E-mail:
| | - Hannah Cohen
- Department of Haematology, Haemostasis Research Unit, University College London, London, UK
| | - David J Werring
- Stroke Research Centre, UCL Queen Square Institute of Neurology, London, UK
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14
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The neurology of lupus. J Neurol Sci 2021; 424:117419. [PMID: 33832774 DOI: 10.1016/j.jns.2021.117419] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 10/30/2020] [Accepted: 03/24/2021] [Indexed: 12/19/2022]
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15
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Ponvilawan B, Charoenngam N, Rittiphairoj T, Ungprasert P. Ankylosing spondylitis is associated with an increased risk of dementia: A systematic review and meta-analysis. Int J Rheum Dis 2020; 23:1452-1459. [PMID: 32715652 DOI: 10.1111/1756-185x.13920] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 06/25/2020] [Accepted: 07/01/2020] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To investigate the relationship between ankylosing spondylitis (AS) and risk of dementia. METHODS Potentially eligible studies that compared the risk of developing dementia between patients with AS and individuals without AS were identified from MEDLINE and EMBASE databases from inception to May 2019 using a search strategy that comprised terms for "dementia" and "ankylosing spondylitis". Eligible studies could be either cohort studies or case-control studies. For cohort design, eligible studies included patients with AS and comparators without AS and followed them for incident dementia. For case-control design, eligible studies included cases with dementia and controls without dementia and explored prior history of AS in both groups. Effect estimate and standard error from each study were extracted and combined together using the random effect, generic inverse variance. Funnel plot was used to assess for publication bias. RESULTS A total of 7091 articles were identified using the aforementioned search strategy. After 2 rounds of independent review by 3 investigators, 4 studies fulfilled the inclusion criteria and were included into the meta-analysis. The risk of developing dementia was significantly higher among patients with AS than individuals without AS with the pooled relative risk of 1.19 (95% CI 1.01-1.41; I2 = 76%). The funnel plot was relatively symmetric and was not suggestive of presence of publication bias. CONCLUSION A significantly 1.2 fold higher risk of developing dementia among patients with AS was demonstrated by this systematic review and meta-analysis.
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Affiliation(s)
- Ben Ponvilawan
- Department of Pharmacology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Nipith Charoenngam
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Thanitsara Rittiphairoj
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patompong Ungprasert
- Department of Rheumatic and Immunologic Diseases, Cleveland Clinic Foundation, Cleveland, OH, USA
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16
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Shaban A, Leira EC. Neurological Complications in Patients with Systemic Lupus Erythematosus. Curr Neurol Neurosci Rep 2019; 19:97. [PMID: 31773306 DOI: 10.1007/s11910-019-1012-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW Systemic lupus erythematosus (SLE) is commonly associated with neurological manifestations. Rapid recognition and treatment of these complications may improve outcomes. In this article, we review the neurological conditions associated with SLE, their diagnosis and management strategies. RECENT FINDINGS Recent meta-analysis showed that patients with neuropsychiatric manifestations of SLE were more likely to have positive antiphospholipid, antiribosomal P, and antineuronal antibodies. Another meta-analysis showed an association between SLE and antiphospholipid antibodies with cognitive impairment. Two large retrospective studies have shown that the peripheral nervous system is commonly involved in SLE frequently alongside the central nervous system. Neurological manifestations occur in most of SLE patients. Antiphospholipid antibodies are common in patients with SLE and increase the odds of neurological complications. Management typically involved a combination of treatments directed toward the neurological complication and therapies directed toward SLE itself. The efficacy of these treatment protocols, however, has not been rigorously studied and deserves further investigation.
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Affiliation(s)
- Amir Shaban
- Department of Neurology, Carver College of Medicine, University of Iowa, 200 Hawkins Dr., Iowa City, IA, 52242, USA.
| | - Enrique C Leira
- Department of Neurology, Carver College of Medicine, University of Iowa, 200 Hawkins Dr., Iowa City, IA, 52242, USA.,Department of Neurosurgery, Carver College of Medicine, University of Iowa, Iowa City, IA, USA.,Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, USA
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17
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Seyhan AA, Carini C. Are innovation and new technologies in precision medicine paving a new era in patients centric care? J Transl Med 2019; 17:114. [PMID: 30953518 PMCID: PMC6451233 DOI: 10.1186/s12967-019-1864-9] [Citation(s) in RCA: 106] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 03/28/2019] [Indexed: 02/07/2023] Open
Abstract
Healthcare is undergoing a transformation, and it is imperative to leverage new technologies to generate new data and support the advent of precision medicine (PM). Recent scientific breakthroughs and technological advancements have improved our understanding of disease pathogenesis and changed the way we diagnose and treat disease leading to more precise, predictable and powerful health care that is customized for the individual patient. Genetic, genomics, and epigenetic alterations appear to be contributing to different diseases. Deep clinical phenotyping, combined with advanced molecular phenotypic profiling, enables the construction of causal network models in which a genomic region is proposed to influence the levels of transcripts, proteins, and metabolites. Phenotypic analysis bears great importance to elucidat the pathophysiology of networks at the molecular and cellular level. Digital biomarkers (BMs) can have several applications beyond clinical trials in diagnostics-to identify patients affected by a disease or to guide treatment. Digital BMs present a big opportunity to measure clinical endpoints in a remote, objective and unbiased manner. However, the use of "omics" technologies and large sample sizes have generated massive amounts of data sets, and their analyses have become a major bottleneck requiring sophisticated computational and statistical methods. With the wealth of information for different diseases and its link to intrinsic biology, the challenge is now to turn the multi-parametric taxonomic classification of a disease into better clinical decision-making by more precisely defining a disease. As a result, the big data revolution has provided an opportunity to apply artificial intelligence (AI) and machine learning algorithms to this vast data set. The advancements in digital health opportunities have also arisen numerous questions and concerns on the future of healthcare practices in particular with what regards the reliability of AI diagnostic tools, the impact on clinical practice and vulnerability of algorithms. AI, machine learning algorithms, computational biology, and digital BMs will offer an opportunity to translate new data into actionable information thus, allowing earlier diagnosis and precise treatment options. A better understanding and cohesiveness of the different components of the knowledge network is a must to fully exploit the potential of it.
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Affiliation(s)
- Attila A Seyhan
- Department of Pathology and Laboratory Medicine, Division of Biology and Medicine, Brown University, Providence, RI, 02903, USA. .,Fox Chase Cancer Center, Temple University Temple Health, Philadelphia, PA, 19111, USA.
| | - Claudio Carini
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences & Medicine, King's College London, London, SE1 8WA, UK
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