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1.
Semin Arthritis Rheum ; 68: 152501, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39226650

ABSTRACT

OBJECTIVE: This study aimed to investigate the current status and performance of machine learning (ML) approaches in providing reproducible treatment response predictions. METHODS: This systematic review was conducted in accordance with the PRISMA statement and the CHARMS checklist. We searched PubMed, Cochrane Library, Web of Science, Scopus, and EBSCO databases for cohort studies that derived and/or validated ML models focused on predicting rheumatoid arthritis (RA) treatment response. We extracted data and critically appraised studies based on the Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD) and Prediction Model Risk of Bias Assessment Tool (PROBAST) guidelines. RESULTS: From 210 unduplicated records identified by the literature search, we retained 29 eligible studies. Of these studies, 10 developed a predictive model and reported a mean adherence to the TRIPOD guidelines of 45.6 % (95 % CI: 38.3-52.8 %). The remaining 19 studies not only developed a predictive model but also validated it externally, with a mean adherence of 42.9 % (95 % CI: 39.1-46.6 %). Most of the articles had an unclear risk of bias (41.4 %), followed by a high risk of bias, which was present in 37.9 %. CONCLUSIONS: In recent years, ML methods have been increasingly used to predict treatment response in RA. Our critical appraisal revealed unclear and high risk of bias in most of the identified models, suggesting that researchers can do more to address the risk of bias and increase transparency, including the use of calibration measures and reporting methods for handling missing data. FUNDING: None.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Machine Learning , Arthritis, Rheumatoid/drug therapy , Humans , Antirheumatic Agents/therapeutic use , Treatment Outcome , Prognosis
3.
Rheumatology (Oxford) ; 63(8): 2047-2055, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38552312

ABSTRACT

OBJECTIVE: To investigate the risk of DM and evaluate the impact of SLE therapies on the risk of developing DM in patients with SLE. METHODS: Electronic database searches of PubMed, Embase, Cochrane Library and Web of Science were performed from inception to February 2023. Cohort and cross-sectional studies that analysed the risk of DM in patients with SLE were included. The associations between diabetes and antirheumatic agents, such as antimalarials and glucocorticoids, were analysed in cohort studies. Data were pooled using fixed- or random-effects meta-analysis to estimate pooled odd ratios (OR), relative risks (RR) and 95% confidence intervals (CIs). This study was registered with PROSPERO (CRD42023402774). RESULTS: A total of 37 studies (23 cross-sectional and 14 cohort studies) involving 266 537 patients with SLE were included. The pooled analyses from cross-sectional studies and cohort studies did not show an increased risk of DM in SLE patients (OR = 1.05, 95% CI 0.87-1.27; P = 0.63 and RR = 1.32, 95% CI 0.93-1.87; P = 0.12, respectively). However, several cohort studies consistently demonstrated a reduced risk of diabetes with antimalarials, while glucocorticoid use has been associated with an increased risk of developing diabetes. Age, sex, hypertension and immunosuppressants have not been identified as risk factors for DM in SLE patients. CONCLUSION: Although there was no increased risk of DM in patients with SLE compared with controls, HCQ users or adherents had a decreased risk, whereas glucocorticoid users had an increased risk.


Subject(s)
Antimalarials , Diabetes Mellitus , Glucocorticoids , Lupus Erythematosus, Systemic , Lupus Erythematosus, Systemic/complications , Lupus Erythematosus, Systemic/drug therapy , Humans , Diabetes Mellitus/epidemiology , Glucocorticoids/therapeutic use , Glucocorticoids/adverse effects , Antimalarials/therapeutic use , Antimalarials/adverse effects , Antirheumatic Agents/therapeutic use , Antirheumatic Agents/adverse effects , Risk Factors , Cross-Sectional Studies
4.
Paediatr Anaesth ; 34(9): 893-905, 2024 09.
Article in English | MEDLINE | ID: mdl-38515426

ABSTRACT

BACKGROUND: Mortality from congenital heart disease has decreased considerably in the last two decades due to improvements in overall health care. However, there are barriers to access to healthcare in Latin America for this population, which could be related to factors such as healthcare system, policies, resources, geographic, cultural, educational, and psychological factors. Understanding the barriers to access to care is of paramount importance for the design and implementation of policies and facilitate the provision of care. AIM: The aim of the study was to investigate the perception of barriers to access to health care on parents/guardians of children with congenital heart disease in selected Latin American countries. METHODS: A descriptive, cross-sectional study, in which parents/guardians or primary caregivers of children with congenital heart disease was recruited to participate and surveyed. Once the informed consent process had been completed, a set of paper-based scales was used to collect data, namely socioeconomic and demographic information, the Barriers to Care for Children with Special Health Care Needs Questionnaire, and the General Health Questionnaire. RESULTS: In total, 286 participants completed the surveys, with an average age of 34.81 years and 73.4% being female. Mean score of overall barriers was 54.45 (minimum score 39, maximum score 195, higher scores show greater perception of barriers). In Mexico, the parents/guardians of children perceived fewer barriers to access (46.69), while Peru is the country where the most barriers were perceived (69.91). Nonpoor participants showed higher overall barrier perception scores (57.34) than poor participants (52.58). The regression analysis demonstrated the overall perception of barriers was positively associated with individual and social factors, such as educational level, contract status, household monthly income, and psychological well-being and with the country of the participants. CONCLUSIONS: Multiple factors are associated with the perception of barriers to accessing health care for children with congenital heart disease, including socioeconomic status, expectations, psychological well-being, and structural factors.


Subject(s)
Health Services Accessibility , Heart Defects, Congenital , Parents , Humans , Health Services Accessibility/statistics & numerical data , Female , Latin America , Male , Cross-Sectional Studies , Child , Adult , Parents/psychology , Surveys and Questionnaires , Socioeconomic Factors , Child, Preschool , Adolescent , Middle Aged
5.
Clin Rheumatol ; 43(1): 1-13, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37775642

ABSTRACT

OBJECTIVE: This study aimed to describe the disease burden and trends of musculoskeletal (MSK) disorders in Mexico from 1990 to 2019. METHOD: A cross-sectional study using systematic analysis from the Global Burden of Disease Study 2019 (GBD study 2019) was performed to analyze data on MSK disorders and estimate crude and age-standardized rates per 100,000 population concerning disease prevalence, incidence, mortality, disability-adjusted life-years (DALY), and years lived with disability (YLD). The average annual percentage change (AAPC) was calculated using the joinpoint regression. RESULTS: In 2019, there were 4.8 million (95% UI 4.3, 5.4) new cases and 3,312 (95% UI 2201, 4,790) deaths attributable to MSK disorders. In 2019, MSK disorders ranked first, increasing from 1990 (second rank) for the YLD in Mexico. Subnational variations were identified, with the state of Oaxaca having the highest age-standardized incidence rate (ASIR) per 100,000 population in 2019. Joinpoint analysis revealed a significant increase in prevalence in Mexico from 1990 to 2019 (AAPC: 0.14%; 95%CI 0.09-0.19), incidence (AAPC: 0.05%; 95%CI 0.03-0.07), DALY (AAPC: 0.13%; 95%CI 0.04-0.22), and YLD (AAPC: 0.13%; 95%CI 0.02-0.24). Among the risk factors, occupational ergonomic factors and high body mass index (BMI) had the largest influence on MSK disorders. CONCLUSIONS: In Mexico, we observed an increase the national burden of MSK disorders from 1990 to 2019. Specific determinants, such as occupational ergonomic factors and high BMI, contribute to the MSK disorder burden. The burden of MSK disorders requires an improved and prompt assessment to plan valuable diagnostic and management approaches. Key Points • In Mexico, the burden of musculoskeletal (MSK) disorders increased from 1990 to 2019. • Specific risk factors, such as occupational ergonomic factors and high body mass index, contribute to the MSK disorder burden.


Subject(s)
Cost of Illness , Musculoskeletal Diseases , Humans , Quality-Adjusted Life Years , Mexico/epidemiology , Cross-Sectional Studies , Musculoskeletal Diseases/epidemiology
6.
Medicina (Ribeirao Preto, Online) ; 56(3)nov. 2023. mapas, tab, ilus
Article in English | LILACS | ID: biblio-1551125

ABSTRACT

Objective: To analyze the use of health services by quilombola elderly people. Methods: This is a cross-sectional and household-based study conducted in 11 quilombola communities, with 236 elderly people ≥60 years old. Statistical differences were found in the estimates of indicators of the use of health services according to gender and age group. Pearson's Chi-square or Fisher's Exact tests were performed. Differences were considered statistically significant when p<0.05. Results: Most of the elderly people did not have a health insurance plan, seeking mainly public hospital/outpatient unit. The last medical consultation for 80.3% of the participants was performed in the 12 months prior to the interviews, with fewer consultations for men (p= 0.027). There was a low hospitalization rate in the last year and a low demand for health services in the last two weeks. Conclusion: Quilombola women and long-lived elderly people use health services more and, in general, the elderly citizens depend on SUS to exercise their right to health. The public hospital/outpatient unit was the most used service, and PHCU was little sought (AU).


Objetivo: Analisar a utilização de serviços de saúde por idosos quilombolas. Métodos: Trata-se de um estudo transversal, de base domiciliar, realizado em 11 comunidades quilombolas, com 236 idosos ≥60 anos. Verificou-se diferenças estatísticas nas estimativas dos indicadores de uso de serviços de saúde segundo sexo e faixa etária. Realizaram-se testes de Qui-quadrado de Pearson ou Exato de Fisher. As diferenças foram consideradas estatisticamente significantes quando p<0,05. Resultados: A maioria dos idosos não possuía plano de saúde, buscando, principalmente, hospital/ambulatório público. A última consulta médica de 80,3% dos participantes foi realizada nos 12 meses anteriores às entrevistas, com número menor de consulta para os homens (p= 0,027). Houve baixa internação hospitalar no último ano e procura de algum serviço de saúde nas duas últimas semanas. Conclusão: As mulheres quilombolas e os idosos mais velhos utilizam mais os serviços de saúde e, no geral, os idosos dependem do SUS para exercer o seu direito à saúde. O hospital/ambulatório público foi o serviço mais utilizado, e a UBS pouco procurada (AU).


Subject(s)
Humans , Aged , Black People , Health Services Accessibility
8.
Lupus ; 32(11): 1328-1334, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37705367

ABSTRACT

BACKGROUND: Low disease activity state (LDAS) has been linked to a significant reduction in flares and damage accrual in patients with systemic lupus erythematosus (SLE); however, the effect of LDAS on the risk of vertebral fractures (VFs) in subjects with SLE is unknown, considering that low bone mineral density (BMD) and VF are frequent in SLE. OBJECTIVE: to evaluate whether achieving LDAS ≥50% of the observation time prevents new VF and BMD changes in Mestizo women. METHODS: We carried out a longitudinal, observational, and retrospective study. Mestizo women with SLE were included for a median of an 8-year follow-up. LDAS was described as Systemic Lupus Erythematosus Disease Activity Index 2000 (SLEDAI-2K) score ≤4, prednisone ≤7.5 mg/day, and stable immunosuppressive therapies. BMD measurements and lateral thoracic and lumbar radiographs for a semiquantitative analysis for VF were assessed at baseline and during the follow-up. Uni- and multivariable interval-censored survival regression models were carried out. RESULTS: We included 110 patients: 35 (31.8%) had new VF. A total of 56 patients (50.1%) achieved LDAS ≥50% of the time during the follow-up and achieved a significantly lesser risk of incident VF (HR = 0.16; 95% CI, 0.06-0.49). After adjusting by age, BMI, menopause, prevalent VF, baseline BMD, cumulative glucocorticoid use, and anti-osteoporotic therapy, LDAS-50 was significantly related to a decrease in the risk of a new VF (HR = 0.39; 95% CI, 0.16-0.98). There was no association between LDAS and BMD measurement changes. When only patients on LDAS but not in remission (n = 43) were evaluated for the risk of incident VF, both uni- and multivariate analyses were significant (HR = 0.12; 95 CI, 0.04-47; p = 0.001, and HR = 0.26; 95% CI, 0.7-0.88; p = 0.03). CONCLUSIONS: LDAS ≥50% of the time was significantly associated with a diminished risk of new VF in Mestizo women with SLE, even in patients not in remission. However, LDAS did not help modify BMD changes over time.


Subject(s)
Lupus Erythematosus, Systemic , Spinal Fractures , Female , Humans , Bone Density , Glucocorticoids/therapeutic use , Lupus Erythematosus, Systemic/complications , Lupus Erythematosus, Systemic/drug therapy , Prednisone/therapeutic use , Retrospective Studies , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology
9.
PLoS Negl Trop Dis ; 17(8): e0011548, 2023 08.
Article in English | MEDLINE | ID: mdl-37566639

ABSTRACT

BACKGROUND: Human immunodeficiency virus (HIV) pre-exposure prophylaxis (PrEP) is one of the pillars of a combination prevention strategy for reducing the risk of new infections caused by HIV. The daily use of antiretroviral drugs by individuals who are not infected with HIV is required to prevent infection. Although its efficacy has been well established in the literature, in recent years, the decreased supply of antiretroviral drugs has been associated with an increase in the incidence of sexually transmitted infections (STI) and changes in the social determinants of health. An ecological study was conducted covering a five-year period (2018-2022), starting from the year of initiation of PrEP administration in Brazilian state capitals. PRINCIPAL FINDINGS: Descriptive analysis was performed, and the spatial distribution of study data was taken into account. Correlation analysis was used to assess the association between PrEP administration, the incidence and detection rate of STI, and socioeconomic data. The southern region showed the highest incidence rates of STI, but the northern and northeastern regions demonstrated the worst socioeconomic indicators, especially those related to illiteracy and basic sanitation. PrEP administration was significantly correlated with illiteracy (ρ = -0.658), per capita income (ρ = 0.622), public garbage collection (ρ = 0.612), syphilis (ρ = 0.628) and viral hepatitis (ρ = 0.419) incidences. Further, all STI were significantly associated with illiteracy and per capita income. SIGNIFICANCE: Our findings highlight the need to continue exploring PrEP use and rising syphilis rates. In terms of policy, PrEP administration appears to be inversely associated with regions of greater social vulnerability. Further efforts should focus on the social determinants and health needs of this population to improve access to PrEP and reduce social disparities.


Subject(s)
HIV Infections , Pre-Exposure Prophylaxis , Sexually Transmitted Diseases , Syphilis , Male , Humans , Incidence , HIV Infections/epidemiology , HIV Infections/prevention & control , Brazil/epidemiology , Syphilis/epidemiology , Syphilis/prevention & control , HIV , Homosexuality, Male , Sexually Transmitted Diseases/epidemiology , Sexually Transmitted Diseases/prevention & control , Anti-Retroviral Agents , Socioeconomic Factors
10.
Calcif Tissue Int ; 113(5): 475-480, 2023 11.
Article in English | MEDLINE | ID: mdl-37481761

ABSTRACT

The Systemic Lupus International Clinics (SLICC)-Frailty Index (FI) is associated with adverse outcomes in systemic lupus erythematosus (SLE). However, to our knowledge, its association with bone mineral density (BMD) and vertebral fractures (VF), has not been investigated using a standardized methods. Our aim was to evaluate the relationship between frailty assessed by SLICC-FI, and BMD and VF in Mestizo women with SLE. Adult women were included in this cross-sectional study. Information concerning the risk factors for VF and BMD in the lumbar spine and total hip was acquired. SLICC-FI was assessed at baseline. A semi-quantitative method was utilized to evaluate the prevalence of VF on lateral thoracolumbar radiographs. Univariate and multivariate regression analyses were performed adjusting for age, body mass index (BMI), SLE duration, cumulative glucocorticoid dose, bisphosphonate use, and BMD measurements. We included 202 women with SLE (mean age [SD] = 43.3 [13.6] years). The mean (SD) SLICC-FI value was 0.14 (0.09). Eleven (5.4%) patients were categorized as robust, 62 (30.7%) as relatively less fit, 84 (41.6%) as least fit, and 45 (22.3%) as frail. Both univariate and multivariate models showed associations between frailty (defined as SLICC-FI > 0.21) and prevalent VF in the entire population (OR 5.76, 95% CI 2.53-13.12; P < 0.001) and in the premenopausal group (OR 4.29, 95% CI; P = 0.047). We also found an association between the SLICC-FI and low BMD. In conclusion, frailty assessed by SLICC-FI might be associated with VF and low BMD in mestizo females with SLE.


Subject(s)
Bone Diseases, Metabolic , Frailty , Lupus Erythematosus, Systemic , Spinal Fractures , Adult , Humans , Female , Adolescent , Frailty/complications , Cross-Sectional Studies , Spinal Fractures/etiology , Spinal Fractures/complications , Bone Density , Bone Diseases, Metabolic/complications , Lumbar Vertebrae , Risk Factors , Lupus Erythematosus, Systemic/complications
11.
Sci Rep ; 13(1): 11882, 2023 07 23.
Article in English | MEDLINE | ID: mdl-37482558

ABSTRACT

Zika virus (ZIKV) infection became a global public health concern, causing an epidemic in Latin America from 2015 to 2016, when a sudden increase in cases of microcephaly and other congenital anomalies was observed. In 2016, the Centers for Disease Control and Prevention and the World Health Organization defined congenital Zika-associated syndrome (CZS) as a set of congenital anomalies seen in children born to mothers with a history of gestational Zika fever, who have microcephaly as the most prevalent clinical sign. In order to describe the magnitude of CZS in Brazil, this study estimated the burden of disease due to CZS in Brazil using the disability-adjusted life years (DALY) indicator and other frequency measures, such as incidence and mortality rate, during the years 2015-2020. The association of these indicators with socioeconomic variables was also evaluated using Spearman's correlation coefficient. Choropleth maps were used to evaluate the spatial distribution of the indicators evaluated and the spatial autocorrelation was verified by the Bivariate Moran Local Index. From 2015 to 2020, 3,591 cases of CZS were confirmed in Brazil, with an incidence of 44.03 cases per 1000 live births, and a specific mortality of 12.35 deaths per 1000 live births. A global loss of 30,027.44 DALYs was estimated from 2015 to 2020. The Northeast region had the highest values for all health indicators assessed. Spatial correlation and autocorrelation analyses showed significant associations between health and socioeconomic indicators, such as per capita income, Gini index, illiteracy rate and basic sanitation. The study allowed us to have access to all reported cases of CZS, showing us the possible situation of the disease in Brazil; therefore, we believe that our results can help in the understanding of future studies.


Subject(s)
Microcephaly , Pregnancy Complications, Infectious , Zika Virus Infection , Zika Virus , Pregnancy , Child , Female , Humans , Zika Virus Infection/complications , Zika Virus Infection/epidemiology , Zika Virus Infection/diagnosis , Brazil/epidemiology , Cost of Illness , Socioeconomic Factors
12.
Rheumatol Int ; 43(9): 1611-1619, 2023 09.
Article in English | MEDLINE | ID: mdl-37349634

ABSTRACT

The study aimed to analyze the influence of the COVID-19 pandemic on mortality rates in patients with systemic autoimmune rheumatic diseases (SARD) in Mexico. We selected SARD-related deaths using National Open Data and Information from the Ministry of Health, Mexico, and ICD-10 codes. We assessed the observed compared to the predicted mortality values for 2020 and 2021, employing trends from 2010 to 2019 with joinpoint and prediction modelling analyses. Among 12,742 deaths due to SARD between 2010 and 2021, the age-standardized mortality rate (ASMR) increased significantly between 2010 and 2019 (pre-pandemic) (annual percentage change [APC] 1.1%; 95% CI 0.2-2.1), followed by a non-significant decrease during the pandemic period (APC 13.9%; 95% CI 13.9-5.3). In addition, the observed ASMR of 1.19 for 2020 for SARD and of 1.14 for 2021 were lower than the predicted values of 1.25 (95% CI 1.22-1.28) for 2020 and 1.25 (95% CI 1.20-1.30) for 2021. Similar findings were identified for specific SARD, mainly systemic lupus erythematosus (SLE), or by sex or age group. Interestingly, the observed mortality rates for SLE in the Southern region of 1.00 in 2020 and 1.01 in 2021 were both significantly greater than the predicted values of 0.71 (95% CI 0.65-0.77) in 2020 and 0.71 (95% CI 0.63-0.79). In Mexico, the observed SARD mortality rates were not higher than the expected values during the pandemic, except for SLE in the Southern region. No differences by sex or age group were identified.


Subject(s)
Autoimmune Diseases , COVID-19 , Lupus Erythematosus, Systemic , Rheumatic Diseases , Humans , Pandemics , Mexico/epidemiology
13.
Horm Metab Res ; 55(7): 487-492, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37178683

ABSTRACT

The aims of this study were in systemic lupus erythematosus (SLE) patients: 1) to compare the metabolomic profile of insulin resistance (IR) with controls and 2) to correlate the metabolomic profile with other IR surrogates and SLE disease variables and vitamin levels. In this cross-sectional study, serum samples were collected from women with SLE (n=64) and gender- and age-matched controls (n=71), which were not diabetic. Serum metabolomic profiling was performed using UPLC-MS-MS (Quantse score). HOMA and QUICKI were carried out. Serum 25(OH)D concentrations were measured by chemiluminescent immunoassay. In women with SLE, the metabolomic Quantose score significantly correlated with HOMA-IR, HOMA2-IR, and QUICKI. Although concentrations of IR metabolites were not different between SLE patients and controls, fasting plasma insulin levels were higher and insulin sensitivity lower in SLE women. Interestingly, the Quantose IR score was significantly correlated with complement C3 levels (r=0.7; p=0.001). 25 (OH)D did not correlate with any metabolite or the Quantose IR index. Quantose IR may be a useful tool for IR assessment. There was a possible correlation between the metabolomic profile and complement C3 levels. The implementation of this metabolic strategy may help develop biochemical insight into metabolic disorders in SLE.


Subject(s)
Insulin Resistance , Lupus Erythematosus, Systemic , Humans , Female , Complement C3 , Cross-Sectional Studies , Chromatography, Liquid , Tandem Mass Spectrometry , Insulin
14.
Rheumatology (Oxford) ; 62(Suppl 1): i30-i35, 2023 03 29.
Article in English | MEDLINE | ID: mdl-36987603

ABSTRACT

SLE increases disease burden in those affected with it, and that is particularly the case in low- and middle-income countries. The 2019 Addressing Lupus Pillar of Health Advancement project is a multiphase initiative whose objective is to recognize, hierarchize and establish approaches for diligent SLE research, care and access to healthcare. Lack of access to high-cost medications that have been shown to be efficacious in the short term and that potentially reduce damage in SLE is a complex issue. In this review, we highlight opportunities and plans of action to diminish costs and improve access to therapies, which should be recognized and executed, preferably within regional strategies with multiple stakeholders (including supranational organizations, governments, the pharmaceutical industry, medical societies and the general population) connected with and grounded in structured and clear cost-effectiveness analysis.


Subject(s)
Developing Countries , Lupus Erythematosus, Systemic , Humans , Delivery of Health Care , Cost of Illness , Lupus Erythematosus, Systemic/drug therapy
15.
Sci Rep ; 13(1): 3569, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36864110

ABSTRACT

Human immunodeficiency virus (HIV) infection remains a serious public health concern, with an estimated 38 million people living with HIV (PLHIV). PLHIV are often affected by mental disorders at higher rate than the general population. One challenge in the control and prevention of new HIV infections is adherence to antiretroviral therapy (ART), with PLHIV with mental disorders having seemingly lower adherence than PLHIV without mental disorders. This cross-sectional study assessed adherence to ART in PLHIV with mental disorders who attended the Psychosocial Care Network health facilities in Campo Grande, Mato Grosso do Sul, Brazil, from January 2014 to December 2018. Data from health and medical databases were used to describe clinical-epidemiological profiles and adherence to ART. To assess the associated factors (potential risk or predisposing factors) with ART adherence, we used logistic regression model. Adherence was extremely low (16.4%). Factors associated with poor adherence were lack of clinical follow-up, particularly in middle-aged PLHIV. Other apparently associated factors were living on the streets and having suicidal ideation. Our findings reinforce the need for improvements in the care for PLHIV with mental disorders, especially in the integration between specialized mental health and infectious disease health facilities.


Subject(s)
HIV Infections , Mental Disorders , Middle Aged , Humans , HIV Infections/complications , HIV Infections/drug therapy , HIV Infections/epidemiology , Cross-Sectional Studies , Mental Disorders/complications , Mental Disorders/drug therapy , Mental Disorders/epidemiology , Brazil/epidemiology , Databases, Factual
16.
Autoimmun Rev ; 22(5): 103294, 2023 May.
Article in English | MEDLINE | ID: mdl-36791873

ABSTRACT

OBJECTIVE: We carried out a systematic review (SR) of adherence in diagnostic and prognostic applications of ML in SLE using the Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD) Statement. METHODS: A SR employing five databases was conducted from its inception until December 2021. We identified articles that evaluated the utilization of ML for prognostic and/or diagnostic purposes. This SR was reported based on the PRISMA guidelines. The TRIPOD statement assessed adherence to reporting standards. Assessment for risk of bias was done using PROBAST tool. RESULTS: We included 45 studies: 29 (64.4%) diagnostic and 16 (35.5%) prognostic prediction- model studies. Overall, articles adhered by between 17% and 67% (median 43%, IQR 37-49%) to TRIPOD items. Only few articles reported the model's predictive performance (2.3%, 95% CI 0.06-12.0), testing of interaction terms (2.3%, 95% CI 0.06-12.0), flow of participants (50%, 95% CI; 34.6-65.4), blinding of predictors (2.3%, 95% CI 0.06-12.0), handling of missing data (36.4%, 95% CI 22.4-52.2), and appropriate title (20.5%, 95% CI 9.8-35.3). Some items were almost completely reported: the source of data (88.6%, 95% CI 75.4-96.2), eligibility criteria (86.4%, 95% CI 76.2-96.5), and interpretation of findings (88.6%, 95% CI 75.4-96.2). In addition, most of model studies had high risk of bias. CONCLUSIONS: The reporting adherence of ML-based model developed for SLE, is currently inadequate. Several items deemed crucial for transparent reporting were not fully reported in studies on ML-based prediction models. REVIEW REGISTRATION: PROSPERO ID# CRD42021284881. (Amended to limit the scope).


Subject(s)
Lupus Erythematosus, Systemic , Models, Statistical , Humans , Prognosis , Machine Learning , Lupus Erythematosus, Systemic/diagnosis
17.
Article in English | MEDLINE | ID: mdl-36089781

ABSTRACT

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by damage to multiple systems and a higher risk of cardiovascular disease. In addition, several studies have found that insulin resistance (IR) is more prevalent in SLE patients than controls, increasing the risk of prediabetes, type 2 diabetes mellitus (T2DM) and morbidity. The objective of this review article was to summarize the most relevant evidence about the relationship among IR, T2DM and SLE, including the effects of proinflammatory states, acute-phase proteins, pro-inflammatory cytokines, and pharmacological SLE treatment. A better understanding of the mechanisms involved in these comorbidities will allow better treatment strategies.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Insulin Resistance , Lupus Erythematosus, Systemic , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Lupus Erythematosus, Systemic/complications , Lupus Erythematosus, Systemic/diagnosis , Lupus Erythematosus, Systemic/drug therapy , Comorbidity
18.
Ciênc. rural (Online) ; 53(6): e20210770, 2023. tab, graf
Article in English | LILACS-Express | VETINDEX | ID: biblio-1404263

ABSTRACT

ABSTRACT: Varroniacurassavica is a Brazilian native medicinal species. Among the critical points influencing the phytochemical quality of bioactive compounds is the spacing between plants, harvest and post-harvest. This research aimed evaluated the influence of plant distance, harvest season, and leaves drying temperature on the yield and phytochemical quality of V. curassavica essential oil. The organic cultivation was carried out in 2018/2019 using 0.6 x 1.0; 0.8 x 1.0; 1.0 x 1.0; 1.0 x 1.6 m spacing between plants. The macro and micronutrient contents of the leaves were evaluated and no considerable changes were observed. In 2018 the harvest was performed in summer, autumn, and winter, and the harvested leaves were immediately submitted to the drying process at 40 °C. In 2019 the harvest was performed in winter, and the leaves were submitted to the drying process at 40, 50, and 60 °C. The essential oil was extracted by hydrodistillation and the chemical constituents were evaluated using CG-MS. The essential oil yield was significantly higher in winter and used 0.8 x 1.0 m and 1.0 x 1.0 m spacing between plants. The alpha-humulene content remained within the recommended standards at all analyzed temperatures. Although, the drying temperatures tested did not compromise the alpha-humulene content, the increasing temperature caused a reduction in the essential oil yield. Thus, it is recommended for the organic cultivation of V. currassavica the spacing of 0.8 x 1.0 m and 1.0 m x 1.0 m, and the drying of its leaves between 40 and 50 °C to earn the highest essential oil yield and phytochemical quality.


RESUMO: Varronia curassavica DC. é uma espécie medicinal nativa do Brasil. Dentre os pontos críticos que influenciam a qualidade fitoquímica dos compostos bioativos destacam-se o espaçamento entre plantas, a colheita e a pós-colheita. Este trabalho teve como objetivo avaliar a influência do espaçamento entre plantas, da época de colheita e da temperatura de secagem das folhas na produtividade e na qualidade fitoquímica do óleo essencial de V. curassavica. O cultivo orgânico foi realizado em 2018/2019 utilizando-se os seguintes espaçamentos entre plantas: 0.6 x 1.0; 0.8 x 1.0; 1.0 x 1.0; 1.0 x 1.6 m. Os teores de macro e micronutrientes das folhas foram avaliados e não se observou alterações consideráveis. Em 2018, as colheitas foram realizadas no verão, outono e inverno, sendo as folhas colhidas imediatamente submetidas ao processo de secagem a 40 °C. Em 2019, a colheita foi realizada no inverno, sendo as folhas submetidas ao processo de secagem a 40, 50 e 60 °C. O óleo essencial foi extraído por hidrodestilação e os constituintes químicos identificados CG-MS. A produção de óleo essencial foi significativamente maior no inverno e nos espaçamentos de 0,8 x 1,0 m e 1,0 x 1,0 m entre plantas. O teor de alfa-humuleno manteve-se dentro dos padrões recomendados em todas as temperaturas analisadas. Embora as temperaturas de secagem testadas não tenham comprometido o teor de alfa-humuleno, o aumento da temperatura ocasionou redução no rendimento do óleo essencial. Assim, recomenda-se o cultivo orgânico de V. currassavica no espaçamento entre 0,8 x 1,0 m e 1,0 m x 1,0 m, e a secagem de suas folhas entre 40 e 50 °C visando obter o maior rendimento e melhor qualidade fitoquímica de óleo essencial.

19.
Ciênc. rural (Online) ; 53(6): 1-9, 2023. ilus, tab
Article in English | VETINDEX | ID: biblio-1413086

ABSTRACT

Varroniacurassavica is a Brazilian native medicinal species. Among the critical points influencing the phytochemical quality of bioactive compounds is the spacing between plants, harvest and post-harvest. This research aimed evaluated the influence of plant distance, harvest season, and leaves drying temperature on the yield and phytochemical quality of V. curassavica essential oil. The organic cultivation was carried out in 2018/2019 using 0.6 x 1.0; 0.8 x 1.0; 1.0 x 1.0; 1.0 x 1.6 m spacing between plants. The macro and micronutrient contents of the leaves were evaluated and no considerable changes were observed. In 2018 the harvest was performed in summer, autumn, and winter, and the harvested leaves were immediately submitted to the drying process at 40 °C. In 2019 the harvest was performed in winter, and the leaves were submitted to the drying process at 40, 50, and 60 °C. The essential oil was extracted by hydrodistillation and the chemical constituents were evaluated using CG-MS. The essential oil yield was significantly higher in winter and used 0.8 x 1.0 m and 1.0 x 1.0 m spacing between plants. The alpha-humulene content remained within the recommended standards at all analyzed temperatures. Although, the drying temperatures tested did not compromise the alpha-humulene content, the increasing temperature caused a reduction in the essential oil yield. Thus, it is recommended for the organic cultivation of V. currassavica the spacing of 0.8 x 1.0 m and 1.0 m x 1.0 m, and the drying of its leaves between 40 and 50 °C to earn the highest essential oil yield and phytochemical quality.


Varronia curassavica DC. é uma espécie medicinal nativa do Brasil. Dentre os pontos críticos que influenciam a qualidade fitoquímica dos compostos bioativos destacam-se o espaçamento entre plantas, a colheita e a pós-colheita. Este trabalho teve como objetivo avaliar a influência do espaçamento entre plantas, da época de colheita e da temperatura de secagem das folhas na produtividade e na qualidade fitoquímica do óleo essencial de V. curassavica. O cultivo orgânico foi realizado em 2018/2019 utilizando-se os seguintes espaçamentos entre plantas: 0.6 x 1.0; 0.8 x 1.0; 1.0 x 1.0; 1.0 x 1.6 m. Os teores de macro e micronutrientes das folhas foram avaliados e não se observou alterações consideráveis. Em 2018, as colheitas foram realizadas no verão, outono e inverno, sendo as folhas colhidas imediatamente submetidas ao processo de secagem a 40 °C. Em 2019, a colheita foi realizada no inverno, sendo as folhas submetidas ao processo de secagem a 40, 50 e 60 °C. O óleo essencial foi extraído por hidrodestilação e os constituintes químicos identificados CG-MS. A produção de óleo essencial foi significativamente maior no inverno e nos espaçamentos de 0,8 x 1,0 m e 1,0 x 1,0 m entre plantas. O teor de alfa-humuleno manteve-se dentro dos padrões recomendados em todas as temperaturas analisadas. Embora as temperaturas de secagem testadas não tenham comprometido o teor de alfa-humuleno, o aumento da temperatura ocasionou redução no rendimento do óleo essencial. Assim, recomenda-se o cultivo orgânico de V. currassavica no espaçamento entre 0,8 x 1,0 m e 1,0 m x 1,0 m, e a secagem de suas folhas entre 40 e 50 °C visando obter o maior rendimento e melhor qualidade fitoquímica de óleo essencial.


Subject(s)
Plants, Medicinal , Volatile Organic Compounds
20.
Article in Portuguese | LILACS | ID: biblio-1417621

ABSTRACT

Objetivo: analisar as condições de saúde de mulheres idosas quilombolas residentes em uma cidade do interior do estado do Maranhão, Brasil. Método: Trata-se de um estudo transversal, de base domiciliar, realizado em 11 comunidades remanescentes de quilombolas no Município de Bequimão, Maranhão. Realizou-se o censo da população de idosos quilombolas, que foi representada por 132 mulheres idosas ≥60 anos. Os dados foram analisados no programa Stata® versão 14, com técnicas de estatística descritiva. Resultados: a mediana das idosas foi de 70 a 79 anos, (61,4%) se declarava na cor/raça preta; (32,6%) eram viúvas, 53,8% das mulheres não sabem ler e escrever. Quanto à situação de saúde, em relação às condições crônicas, 60,6% referiam acometimento por duas ou mais, 38,8% realizaram examepreventivo para câncer de colo doútero há pelo menos três anos. A maioria das idosas nunca realizou uma mamografia (67,2%) e nunca tinha sido submetida a um exame clínico das mamas (56,9%). Conclusão: A maioria das idosas quilombolas vivem em precária situação socioeconômica, sanitária e de saúde, entre eles, a prevalência de multimorbidade foi elevada. (AU)


Objective: to analyze the health conditions of elderly quilombola women living in a city in the interior of the state of Maranhão, Brazil. Method: This is a cross-sectional, household-based study conducted in 11 remaining quilombola communities in the Municipality of Bequimão, Maranhão. A census of the quilombola elderly population was carried out, which was represented by 132 elderly women ≥60 years of age. The data were analyzed in the Stata® version 14 program, with descriptive statistics techniques. Results: the median of the elderly women was 70 to 79 years old, (61.4%) declared themselves as black in color/race; (32.6%) were widows, 53.8% of the women cannot read and write. Regarding their health status, 60.6% reported having two or more chronic conditions, 38.8% had had a cervical cancer preventive exam at least 3 years ago. Most elderly women had never had a mammogram (67.2%) and had never been submitted to a clinical examination of the breasts (56.9%). Conclusion: Most elderly quilom-bola women live in precarious socioeconomic, sanitary, and health situations; among them, the prevalence of mul-ti-morbidity was high. (AU)


Subject(s)
Humans , Female , Aged , Health Profile , Women's Health , Multimorbidity , Quilombola Communities
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