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1.
Circ Res ; 130(4): 593-610, 2022 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-35175848

RESUMO

Immune responses differ between men and women, with women at higher risk of developing chronic autoimmune diseases and having more robust immune responses to many viruses, including HIV and hepatitis C virus. Although immune dysregulation plays a prominent role in chronic systemic inflammation, a key driver in the development of atherosclerotic cardiovascular disease (ASCVD), standard ASCVD risk prediction scores underestimate risk in populations with immune disorders, particularly women. This review focuses on the ASCVD implications of immune dysregulation due to disorders with varying global prevalence by sex: autoimmune disorders (female predominant), HIV (male-female equivalent), and hepatitis C virus (male predominant). Factors contributing to ASCVD in women with immune disorders, including traditional risk factors, dysregulated innate and adaptive immunity, sex hormones, and treatment modalities, are discussed. Finally, the need to develop new ASCVD risk stratification tools that incorporate variables specific to populations with chronic immune disorders, particularly in women, is emphasized.


Assuntos
Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/imunologia , Hormônios Esteroides Gonadais/imunologia , Doenças do Sistema Imunitário/epidemiologia , Doenças do Sistema Imunitário/imunologia , Imunidade Adaptativa/imunologia , Doenças Cardiovasculares/diagnóstico , Feminino , Infecções por HIV/diagnóstico , Infecções por HIV/epidemiologia , Infecções por HIV/imunologia , Hepatite C/diagnóstico , Hepatite C/epidemiologia , Hepatite C/imunologia , Humanos , Doenças do Sistema Imunitário/diagnóstico
2.
Artigo em Inglês | MEDLINE | ID: mdl-38922589

RESUMO

Hydroxychloroquine (HCQ) and chloroquine (CQ) are foundational treatments for several systemic autoimmune rheumatic diseases, including systemic lupus erythematosus (SLE) and rheumatoid arthritis (RA). Concerns regarding the risk of cardiac arrhythmia and death have been raised, yet the burden of HCQ and CQ-related cardiac toxicities remains unclear. A systematic literature search was conducted in the MEDLINE and Embase databases for articles published between the earliest date and April 2023 reporting cardiac conduction abnormalities in patients with systemic autoimmune rheumatic diseases taking HCQ or CQ. Meta-analysis was performed to calculate the difference in mean QTc and odds ratio of prolonged QTc in those taking HCQ or CQ versus not. Of 2673 unique records, 34 met the inclusion criteria, including 70,609 subjects. Thirty-three studies reported outcomes in HCQ and 9 in CQ. Five studies reported outcomes in RA, 11 in SLE, and 18 in populations with mixed rheumatic diseases. Eleven studies reported mean QTc and OR for prolonged QTc for meta-analysis, all reporting outcomes in HCQ. There was a significant increase in mean QTc among HCQ users in patients with RA (10.29 ms, p = 0.458). There was no difference in mean QTc between HCQ and non-HCQ users in other systemic autoimmune rheumatic diseases. When rheumatic diseases were pooled, HCQ users were more likely to have prolonged QTc (odds ratio 1.57, 95%CI: 1.19, 2.08). QTc prolongation was more likely in patients with systemic autoimmune rheumatic diseases. Clinicians should be aware of potential adverse cardiac events of HCQ and consider QTc monitoring.

3.
Rheumatology (Oxford) ; 62(11): 3610-3618, 2023 11 02.
Artigo em Inglês | MEDLINE | ID: mdl-36394258

RESUMO

OBJECTIVE: To phenotype SLE based on symptom burden (disease damage, system involvement and patient reported outcomes), with a specific focus on objective and subjective cognitive function. METHODS: SLE patients ages 18-65 years underwent objective cognitive assessment using the ACR Neuropsychological Battery (ACR-NB) and data were collected on demographic and clinical variables, disease burden/activity, health-related quality of life (HRQoL), depression, anxiety, fatigue and perceived cognitive deficits. Similarity network fusion (SNF) was used to identify patient subtypes. Differences between the subtypes were evaluated using Kruskal-Wallis and χ2 tests. RESULTS: Of the 238 patients, 90% were female, with a mean age of 41 years (s.d. 12) and a disease duration of 14 years (s.d. 10) at the study visit. The SNF analysis defined two subtypes (A and B) with distinct patterns in objective and subjective cognitive function, disease burden/damage, HRQoL, anxiety and depression. Subtype A performed worst on all significantly different tests of objective cognitive function (P < 0.03) compared with subtype B. Subtype A also had greater levels of subjective cognitive function (P < 0.001), disease burden/damage (P < 0.04), HRQoL (P < 0.001) and psychiatric measures (P < 0.001) compared with subtype B. CONCLUSION: This study demonstrates the complexity of cognitive impairment (CI) in SLE and that individual, multifactorial phenotypes exist. Those with greater disease burden, from SLE-specific factors or other factors associated with chronic conditions, report poorer cognitive functioning and perform worse on objective cognitive measures. By exploring different ways of phenotyping SLE we may better define CI in SLE. Ultimately this will aid our understanding of personalized CI trajectories and identification of appropriate treatments.


Assuntos
Disfunção Cognitiva , Lúpus Eritematoso Sistêmico , Humanos , Feminino , Adulto , Masculino , Qualidade de Vida/psicologia , Lúpus Eritematoso Sistêmico/complicações , Lúpus Eritematoso Sistêmico/diagnóstico , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/etiologia , Ansiedade , Aprendizado de Máquina
4.
Rheumatology (Oxford) ; 62(5): 1860-1869, 2023 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-36135792

RESUMO

OBJECTIVES: Cognitive dysfunction (CD) is a common manifestation of SLE that can have detrimental consequences for those affected. To date, no treatments have been approved for SLE-CD. This study aims to assess the association of azathioprine (AZA) and mycophenolate (MMF) use with SLE-CD, given that these medications have demonstrated neuroprotective qualities in prior studies. METHODS: Consecutive adult SLE patients presenting to a single healthcare center were considered for participation. The ACR neuropsychological battery for SLE was administered to consenting patients at 0, 6 and 12 months. Scores were compared with age- and sex-matched controls. Primary outcome was CD, defined as a z-score ≤-1.5 in two or more cognitive domains. Mixed-effects logistic regression models were constructed to estimate the odds of CD with respect to AZA and MMF use. RESULTS: A total of 300 participants representing 676 patient visits completed the study; 114 (38%) met criteria for CD at baseline. The cumulative AZA dose (g/kg) was associated with reduced odds of CD [odds ratio (OR) 0.76 (95% CI 0.58, 0.98), P = 0.04]. Years of AZA treatment was also associated with reduced odds of CD [OR 0.72 (95% CI 0.54, 0.97), P = 0.03]. MMF use was not associated with CD. CONCLUSION: AZA use was associated with significantly lower odds of SLE-CD, while MMF use was not. Additional studies are warranted to further investigate the relationship of AZA and SLE-CD.


Assuntos
Azatioprina , Lúpus Eritematoso Sistêmico , Adulto , Humanos , Azatioprina/uso terapêutico , Ácido Micofenólico/uso terapêutico , Imunossupressores/uso terapêutico , Inibidores Enzimáticos , Cognição , Lúpus Eritematoso Sistêmico/tratamento farmacológico
5.
Lupus ; 31(12): 1477-1484, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36018314

RESUMO

OBJECTIVES: To determine if serologic phenotypes could be identified in systemic lupus erythematosus patients developing interstitial lung disease (ILD) and/or myositis. METHODS: Adult SLE patients (without myositis/ILD at baseline) had annual assessments and serum sampling between 2000 and 2017. New-onset ILD was identified using the SDI pulmonary fibrosis item. New-onset myositis was identified using the SLICC Damage Index muscle atrophy/weakness item, the SLEDAI-2K item for myositis, and annual creatinine kinase testing. Chart review confirmed ILD/myositis cases and randomly sampled SLE patients from baseline formed our sub-cohort (N = 72). Cases and sub-cohort were compared regarding myositis-related biomarkers at baseline and at a randomly selected follow-up between baseline and end of observation (date of ILD/myositis diagnosis or Dec. 31, 2017). Descriptive analyses and hazards ratios (HRs) were generated for ILD/myositis incidence, focusing on baseline serology and adjusting for sex, race/ethnicity, age at SLE diagnosis, and SLE duration. RESULTS: Fourteen SLE patients developed ILD (N = 9), myositis (N = 3), and/or both (N = 2). Thirteen of those (92.9%) developing ILD/myositis had at least one biomarker at baseline, versus 47 (65.3%) SLE patients who never developed myositis/ILD. The most common biomarkers in myositis/ILD were KL-6, anti-Ro52, and anti-Ku. Baseline biomarkers tended to remain positive in follow-up. In multivariate Cox regressions, SLE patients had higher risk of developing myositis/ILD with elevated baseline KL-6 (adjusted hazard ratio 3.66; 95% confidence interval 1.01, 13.3). When updating biomarkers over time, we also saw correlations between anti-Smith and ILD/myositis. CONCLUSIONS: Baseline myositis-related biomarkers were highly associated with ILD/myositis incidence. This is the first identification of biomarker phenotypes with ILD/myositis risk in SLE.


Assuntos
Doenças Pulmonares Intersticiais , Lúpus Eritematoso Sistêmico , Miosite , Biomarcadores , Creatinina , Humanos , Doenças Pulmonares Intersticiais/diagnóstico , Doenças Pulmonares Intersticiais/epidemiologia , Doenças Pulmonares Intersticiais/etiologia , Lúpus Eritematoso Sistêmico/complicações , Lúpus Eritematoso Sistêmico/diagnóstico , Lúpus Eritematoso Sistêmico/epidemiologia , Debilidade Muscular , Miosite/complicações , Miosite/diagnóstico , Fenótipo
6.
Lupus ; 31(1): 45-54, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34957878

RESUMO

OBJECTIVE: We previously demonstrated the utility of the Automated Neuropsychological Assessment Metrics (ANAM) for screening cognitive impairment (CI) in patients with systemic lupus erythematosus (SLE) and developed composite indices for interpreting ANAM results. Our objectives here were to provide further support for the ANAM's concurrent criterion validity against the American College of Rheumatology neuropsychological battery (ACR-NB), identify the most discriminatory subtests and scores of the ANAM for predicting CI, and provide a new approach to interpret ANAM results using Classification and Regression Tree (CART) analysis. METHODS: 300 adult SLE patients completed an adapted ACR-NB and ANAM on the same day. As per objectives, six models were built using combinations of ANAM subtests and scores and submitted to CART analysis. Area under the curve (AUC) was calculated to evaluate the ANAM's criterion validity compared to the adapted ACR-NB; the most discriminatory ANAM subtests and scores in each model were selected, and performance of models with the highest AUCs were compared to our previous composite indices; decision trees were generated for models with the highest AUCs. RESULTS: Two models had excellent AUCs of 86 and 89%. Eight most discriminatory ANAM subtests and scores were identified. Both models demonstrated higher AUCs against our previous composite indices. An adapted decision tree was created to simplify the interpretation of ANAM results. CONCLUSION: We provide further validity evidence for the ANAM as a valid CI screening tool in SLE. The decision tree improves interpretation of ANAM results, enhancing clinical utility.


Assuntos
Disfunção Cognitiva , Lúpus Eritematoso Sistêmico , Reumatologia , Adulto , Benchmarking , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/etiologia , Humanos , Lúpus Eritematoso Sistêmico/complicações , Lúpus Eritematoso Sistêmico/diagnóstico , Testes Neuropsicológicos
7.
J Clin Gastroenterol ; 56(10): 863-868, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34802022

RESUMO

BACKGROUND: Food insecurity is a major public health challenge. For patients with celiac disease (CeD), food insecurity may be particularly detrimental as it threatens the cornerstone of their treatment: adoption of a gluten-free diet (GFD). We aimed to characterize the prevalence of food insecurity in patients with CeD and evaluate its impact on GFD adoption and nutritional intake. METHODS: We analyzed data from patients with CeD participating in the US National Health and Nutrition Examination Survey (NHANES) from 2009 to 2014. Food insecurity was defined using the US Department of Agriculture 18-Item Standard Food Security Survey Module. Survey-weighted logistic regression was used to assess differences in demographic characteristics of CeD patients living with food insecurity and the impact of food security on GFD adoption. Multivariable survey-weighted linear regression was used to evaluate the effect of food insecurity on nutritional intake of macronutrients and micronutrients. RESULTS: Overall, 15.9% (95% confidence interval: 10.6%, 23.1%) of patients with CeD in the United States [weighted N=2.9 million (95% confidence interval: 2.2, 3.5 million)] are food insecure. Food insecure patients with CeD were disproportionately younger, poorly educated, nonwhite, living in poverty, and were significantly less likely to adopt a GFD (24.1% vs. 67.9%, P =0.02). Food insecurity was associated with significantly lower consumption of protein, carbohydrates, fat, and most vitamins and minerals. CONCLUSIONS: One in 6 patients with CeD are food insecure, negatively impacting GFD adoption and the ability to meet recommended daily intake of most micronutrients. Less than one quarter of food insecure CeD patients adhere to a GFD.


Assuntos
Doença Celíaca , Carboidratos , Estudos Transversais , Ingestão de Alimentos , Insegurança Alimentar , Glutens , Humanos , Micronutrientes , Inquéritos Nutricionais , Estados Unidos/epidemiologia , Vitaminas
8.
Rheumatol Int ; 42(10): 1767-1774, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35430712

RESUMO

COVID-19 raised concern regarding cardiotoxicity and QTc prolongation of hydroxychloroquine (HCQ) and chloroquine (CQ). We examined the frequency and patient factors associated with ECG testing and the detection of prolonged QTc among new HCQ/CQ users in a large academic medical system. 10,248 subjects with a first HCQ/CQ prescription (1/2015-3/2020) were included. We assessed baseline (1 year prior to and including day of initiation of HCQ/CQ through 2 months after initial HCQ/CQ prescription) and follow-up (10 months after the baseline period) patient characteristics and ECGs obtained from electronic health records. Among 8384 female HCQ/CQ new users, ECGs were obtained for 22.3%, 14.3%, and 7.6%, at baseline, follow, and both periods, respectively. Among 1864 male HCQ/CQ new users, ECGs were obtained more frequently at baseline (29.7%), follow-up (18.0%), and both periods (11.3%). Female HCQ/CQ users with a normal QTc at baseline but prolonged QTc (> 470 ms) at follow-up (13.1%) were older at HCQ/CQ initiation [mean 64.7 (SD 16.5) vs. 58.7 (SD 16.9) years, p = 0.004] and more likely to have history of myocardial infarction (41.0% vs. 21.6%, p = 0.0003) compared to those who had normal baseline and follow-up QTc. The frequency of prolonged QTc development was similar (12.4%) among male HCQ/CQ new users (> 450 ms). Prior to COVID-19, ECG testing before and after HCQ/CQ prescription was infrequent, particularly for females who are disproportionately affected by rheumatic diseases and were just as likely to develop prolonged QTc (> 1/10 new users). Prospective studies are needed to guide future management of HCQ/CQ therapy in rheumatic populations.


Assuntos
Tratamento Farmacológico da COVID-19 , COVID-19 , Hidroxicloroquina , COVID-19/epidemiologia , Cloroquina/efeitos adversos , Eletrocardiografia , Feminino , Humanos , Hidroxicloroquina/efeitos adversos , Masculino , Prevalência , SARS-CoV-2 , Centros de Atenção Terciária
9.
Am J Gastroenterol ; 116(3): 584-592, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33443848

RESUMO

INTRODUCTION: Food insecurity is associated with negative nutritional outcomes and is experienced differently by women vs men. We evaluated the effects of gender on food insecurity and dietary intake in the United States. METHODS: Data from the National Health and Nutrition Examination Survey (2007-2016) were analyzed. Survey-weighted linear and logistic regression models were used to evaluate predictors of food security and the effect of food security on dietary consumption and body anthropometrics. Gender was modeled as a covariable and as an effect modifier. RESULTS: A total of 30,251 respondents were included. Approximately 15.1% (95% confidence interval [CI]: 14.1%-16.1%) of participants were food insecure. This increased over time from 11.7% in 2007-2008 to 18.2% in 2015-2016. A higher proportion of women experienced food insecurity compared with men (53.3% vs 46.7%, P = 0.02), although this was not significant after adjusting for poverty and other confounders (adjusted odds ratio 1.01; 95% CI: 0.93-1.09; P = 0.81). Among food insecure women, 32.4% (95% CI: 30.0%-34.9%) received emergency food assistance and 75.0% (95% CI: 71.5%-78.2%) received supplemental nutrition assistance benefits. Relative to men, food insecure women were less likely to meet the recommended dietary allowance of most macronutrients and micronutrients. They were also significantly more likely to be obese, have a wider waist circumference, and have higher total body fat percentage (P interaction all <0.001). DISCUSSION: Food insecurity represents a substantial public health challenge in the United States that differentially affects women compared with men. Alternative strategies may be required to meet the nutritional requirements for food insecure women.


Assuntos
Dieta , Segurança Alimentar , Disparidades nos Níveis de Saúde , Estado Nutricional , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Ingestão de Alimentos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Inquéritos Nutricionais , Pobreza , Fatores Sexuais , Fatores Socioeconômicos , Estados Unidos , Adulto Jovem
11.
Rheumatology (Oxford) ; 60(8): 3789-3798, 2021 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-33369672

RESUMO

OBJECTIVES: SLE patients have elevated cardiovascular disease (CVD) risk, but it is unclear whether this risk is affected by choice of immunosuppressive drug. We compared CVD risks among SLE patients starting MMF, CYC or AZA. METHODS: Using Medicaid Analytic eXtract (2000-2012), adult SLE patients starting MMF, CYC or AZA were identified and propensity scores (PS) were estimated for receipt of MMF vs CYC and MMF vs AZA. We examined rates of first CVD event (primary outcome), all-cause mortality, and a composite of first CVD event and all-cause mortality (secondary outcomes). After 1:1 PS-matching, Fine-Gray regression models estimated subdistribution hazard ratios (HRs.d.) for risk of CVD events. Cox regression models estimated HRs for all-cause mortality. The primary analysis was as-treated; 6- and 12-month intention-to-treat (ITT) analyses were secondary. RESULTS: We studied 680 PS-matched pairs of patients with SLE initiating MMF vs CYC and 1871 pairs initiating MMF vs AZA. Risk of first CVD event was non-significantly reduced for MMF vs CYC [HRs.d 0.72 (95% CI: 0.37, 1.39)] and for MMF vs AZA [HRs.d 0.88 (95% CI: 0.59, 1.32)] groups. In the 12-month ITT, first CVD event risk was lower among MMF than AZA new users [HRs.d 0.68 (95% CI: 0.47, 0.98)]. CONCLUSION: In this head-to-head PS-matched analysis, CVD event risks among SLE patients starting MMF vs CYC or AZA were not statistically reduced except in one 12-month ITT analysis of MMF vs AZA, suggesting longer-term use may convey benefit. Further studies of potential cardioprotective benefit of MMF are necessary.


Assuntos
Azatioprina/uso terapêutico , Doenças Cardiovasculares/epidemiologia , Ciclofosfamida/uso terapêutico , Imunossupressores/uso terapêutico , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Ácido Micofenólico/uso terapêutico , Adulto , Causas de Morte , Ponte de Artéria Coronária/estatística & dados numéricos , Feminino , Fatores de Risco de Doenças Cardíacas , Insuficiência Cardíaca/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Mortalidade , Infarto do Miocárdio/epidemiologia , Intervenção Coronária Percutânea/estatística & dados numéricos , Pontuação de Propensão , Modelos de Riscos Proporcionais , Fatores de Proteção , Fatores de Risco , Acidente Vascular Cerebral/epidemiologia , Adulto Jovem
12.
Rheumatology (Oxford) ; 60(12): 5610-5619, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-33590843

RESUMO

OBJECTIVES: To determine whether disease remission or low disease activity state at the beginning of pregnancy in SLE patients is associated with better pregnancy outcome. METHODS: Pregnancies in SLE patients prospectively monitored by pregnancy clinics at four rheumatology centres were enrolled. Patient demographics and clinical information were collected at baseline (pregnancy visit before 8 weeks of gestation) including whether patients were in remission according to the Definition of Remission in SLE (DORIS) criteria and and/or Lupus Low Disease Activity State (LLDAS). Univariate and multivariate analysis were performed to determine predictors of disease flare and adverse pregnancy outcomes (APOs) including preeclampsia, preterm delivery, small for gestational age infant, intrauterine growth restriction and intrauterine fetal death. RESULTS: A total of 347 pregnancies were observed in 281 SLE patients. Excluding early pregnancy losses, 212 pregnancies (69.7%) occurred in patients who were in remission at baseline, 33 (10.9%) in patients in LLDAS, and the remainder in active patients. Seventy-three flares (24%) were observed during pregnancy or puerperium, and 105 (34.5%) APOs occurred. Multivariate analysis revealed that patients in disease remission or taking HCQ were less likely to have disease flare, while a history of LN increased the risk. The risk of APOs was increased in patients with shorter disease duration, while being on HCQ resulted a protective variable. An almost significant association between complete remission and a decreased risk of APOs was observed. CONCLUSIONS: Prenatal planning with a firm treat-to-target goal of disease remission is an important strategy to reduce the risk of disease flares and severe obstetric complications in SLE pregnancies.


Assuntos
Lúpus Eritematoso Sistêmico/terapia , Complicações na Gravidez , Nascimento Prematuro/etiologia , Indução de Remissão/métodos , Adulto , Europa (Continente)/epidemiologia , Feminino , Humanos , Incidência , Recém-Nascido , Gravidez , Resultado da Gravidez , Nascimento Prematuro/epidemiologia , Estudos Retrospectivos
13.
BMC Pulm Med ; 21(1): 173, 2021 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-34016096

RESUMO

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and the development of life-threatening COVID-19 are believed to disproportionately affect certain at-risk populations. However, it is not clear whether individuals with cystic fibrosis (CF) are at a higher risk of COVID-19 or its adverse consequences. Recurrent respiratory viral infections are often associated with perturbation and pulmonary exacerbations of CF as evidenced by the significant morbidity observed in CF individuals during the 2009 H1N1 pandemic. The primary goal of this review was to systematically survey published accounts of COVID-19 in CF and determine if individuals with CF are disproportionally affected by SARS-CoV-2 and development of COVID-19. METHODS: We conducted a systematic literature search using EMBASE and Medline between April 28 and December 10, 2020. Six evaluable studies reporting on a total of 339 individuals with CF who developed COVID-19 were included in this study. RESULTS: We found that although individuals with CF generally experience acute exacerbations of lung disease from infectious agents, COVID-19 incidence estimates in CF appear to be lower than in the general population. However, there are reports of subsets of CF, such as those who had organ transplants, that may experience a more severe COVID-19 course. Potential protective mechanisms in the CF population include pre-pandemic social isolation practices, infection prevention and control knowledge, altered expression of angiotensin-converting enzyme, and the use of certain medications. CONCLUSIONS: Although individuals with CF are at risk of acute exacerbations often precipitated by respiratory tract viral infections, published evidence to date indicated that individuals with CF do not experience higher risks of contracting SARS-CoV-2 infection. However, there is evidence that some subsets within the CF population, including those post-transplantation, may experience a more severe clinical course. As SARS-CoV-2 variants are identified and the pandemic goes through additional waves of disease outbreaks, ongoing monitoring of the risk of COVID-19 in individuals with CF is required.


Assuntos
COVID-19/epidemiologia , Fibrose Cística/complicações , COVID-19/diagnóstico , Humanos , Incidência
16.
Curr Opin Rheumatol ; 28(6): 586-94, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27387266

RESUMO

PURPOSE OF REVIEW: At the time of diagnosis, systemic sclerosis (SSc) is often well established with significant irreversible tissue and organ damage. Definitions of 'early SSc' have been proposed, which include the presence of SSc-associated autoantibodies. In addition, functional autoantibodies that are believed to be involved in SSc pathogenesis need to be considered. In this review, recent advances in the diagnostic utility and pathogenic role of autoantibodies in early SSc are summarized. Moreover, we propose a clinical care pathway illustrating how autoantibody testing along with key clinical features can be used to make an earlier diagnosis of SSc. RECENT FINDINGS: Recent evidence has helped to develop a clearer understanding of the natural history, early clinical features, and autoantibodies that are predictors of SSc. The role of functional autoantibodies is leading to innovative approaches to evidence-based interventions and therapies that are based on mechanisms of disease. SUMMARY: Despite substantial advances, the high morbidity and mortality that currently characterizes SSc can largely be attributed to a delay in diagnosis, gaps in our understanding of the role of autoantibodies in early disease, and limited effective therapeutic options. An early and accurate diagnosis of SSc and use of autoantibody testing embedded in evidence-based clinical care pathways will help improve SSc-associated clinical outcomes and healthcare expenditures.


Assuntos
Autoanticorpos/sangue , Escleroderma Sistêmico/diagnóstico , Autoanticorpos/imunologia , Biomarcadores/sangue , Procedimentos Clínicos , Diagnóstico Precoce , Humanos , Escleroderma Sistêmico/complicações
19.
Lupus Sci Med ; 11(1)2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38443092

RESUMO

Artificial intelligence and machine learning applications are emerging as transformative technologies in medicine. With greater access to a diverse range of big datasets, researchers are turning to these powerful techniques for data analysis. Machine learning can reveal patterns and interactions between variables in large and complex datasets more accurately and efficiently than traditional statistical methods. Machine learning approaches open new possibilities for studying SLE, a multifactorial, highly heterogeneous and complex disease. Here, we discuss how machine learning methods are rapidly being integrated into the field of SLE research. Recent reports have focused on building prediction models and/or identifying novel biomarkers using both supervised and unsupervised techniques for understanding disease pathogenesis, early diagnosis and prognosis of disease. In this review, we will provide an overview of machine learning techniques to discuss current gaps, challenges and opportunities for SLE studies. External validation of most prediction models is still needed before clinical adoption. Utilisation of deep learning models, access to alternative sources of health data and increased awareness of the ethics, governance and regulations surrounding the use of artificial intelligence in medicine will help propel this exciting field forward.


Assuntos
Inteligência Artificial , Lúpus Eritematoso Sistêmico , Humanos , Lúpus Eritematoso Sistêmico/diagnóstico , Aprendizado de Máquina
20.
Semin Arthritis Rheum ; 67: 152468, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38788567

RESUMO

OBJECTIVE: Cardiovascular disease (CVD) risk is increased in SLE and underestimated by general population prediction algorithms. We aimed to develop a novel SLE-specific prediction tool, SLECRISK, to provide a more accurate estimate of CVD risk in SLE. METHODS: We studied patients in the Brigham and Women's Hospital SLE cohort. We collected one-year baseline data including the presence of traditional CVD factors and SLE-related features at cohort enrollment. Ten-year follow-up for the first major adverse cardiovascular event (MACE; myocardial infarction (MI), stroke, or cardiac death) began at day +1 following the baseline period (index date). ICD-9/10 codes identified MACE were adjudicated by board-certified cardiologists. Least absolute shrinkage and selection operator regression selected SLE-related variables to add to the American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort Risk Equations 10-year risk Cox regression model. Model fit statistics and performance (sensitivity, specificity, positive/negative predictive value, c-statistic) for predicting moderate/high 10-year risk (≥7.5 %) of MACE were assessed and compared to ACC/AHA, Framingham risk score (FRS), and modified FRS (mFRS). Optimism adjustment internal validation was performed using bootstrapping. RESULTS: We included 1,243 patients with 90 MACEs (46 MIs, 36 strokes, 19 cardiac deaths) over 8946.5 person-years of follow-up. SLE variables selected for the new prediction algorithm (SLECRISK) were SLE activity (remission/mild vs. moderate/severe), disease duration (years), creatinine (mg/dL), anti-dsDNA, anti-RNP, lupus anticoagulant, anti-Ro positivity, and low C4. The sensitivity for detecting moderate/high-risk (≥7.5 %) of MACE using SLECRISK was 0.74 (95 %CI: 0.65, 0.83), which was better than the sensitivity of the ACC/AHA model (0.38 (95 %CI: 0.28, 0.48)). It also identified 3.4-fold more moderate/high-risk patients than the ACC/AHA. Patients who were moderate/high-risk according to SLECRISK but not ACC/AHA, were more likely to be young women with severe SLE and few other traditional CVD risk factors. Model performance between SLECRISK, FRS, and mFRS were similar. CONCLUSION: The novel SLECRISK tool is more sensitive than the ACC/AHA for predicting moderate/high 10-year risk for MACE and may be particularly useful in predicting risk for young females with severe SLE. Future external validation studies utilizing cohorts with more severe SLE are needed.


Assuntos
Doenças Cardiovasculares , Lúpus Eritematoso Sistêmico , Humanos , Lúpus Eritematoso Sistêmico/complicações , Feminino , Masculino , Pessoa de Meia-Idade , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Adulto , Medição de Risco/métodos , Fatores de Risco de Doenças Cardíacas , Fatores de Risco , Medicina de Precisão
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