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This study aimed to determine the feasibility of applying machine-learning methods to assess the progression of chronic kidney disease (CKD) in patients with coronavirus disease (COVID-19) and acute renal injury (AKI). The study was conducted on patients aged 18 years or older who were diagnosed with COVID-19 and AKI between April 2020 and March 2021, and admitted to a second-level hospital in Mérida, Yucatán, México. Of the admitted patients, 47.92% died and 52.06% were discharged. Among the discharged patients, 176 developed AKI during hospitalization, and 131 agreed to participate in the study. The study's results indicated that the area under the receiver operating characteristic curve (AUC-ROC) for the four models was 0.826 for the support vector machine (SVM), 0.828 for the random forest, 0.840 for the logistic regression, and 0.841 for the boosting model. Variable selection methods were utilized to enhance the performance of the classifier, with the SVM model demonstrating the best overall performance, achieving a classification rate of 99.8% ± 0.1 in the training set and 98.43% ± 1.79 in the validation set in AUC-ROC values. These findings have the potential to aid in the early detection and management of CKD, a complication of AKI resulting from COVID-19. Further research is required to confirm these results.
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OBJECTIVE: To perform a systematic review with meta-analysis to assess recent scientific evidence on the association between periodontitis and systemic parameters/conditions in individuals with chronic kidney disease (CKD). MATERIALS AND METHODS: The search for studies was performed in MedLine/PubMed, Scopus, Web of Science, and BIREME databases. Reference lists of selected articles were also searched. Studies with different epidemiological designs evaluating the influence of exposure to periodontitis on serum markers and mortality in individuals with CKD were eligible for inclusion. Three independent reviewers performed the article selection and data extraction. The assessment of methodological quality used the adapted Newcastle Ottawa Scale. Random effects meta-analysis was performed to calculate association measurements and 95% confidence intervals. RESULTS: In total, 3053 records were identified in the database search, with only 25 studies meeting the eligibility criteria and, of these, 10 studies contributed data for meta-analysis. Using a random-effects model, periodontitis was associated with hypoalbuminemia (PRunadjusted = 2.47; 95%CI:1.43-4.26), with high levels of C-reactive protein (PRunadjusted = 1.35; 95%CI%:1.12-1.64), death from cardiovascular disease (RRunadjusted = 2.29; 95%CI:1.67-3.15) and death from all causes (RRunadjusted = 1.73; 95%CI:1.32-2.27). CONCLUSIONS: The findings of this review validated a positive association between periodontitis and serum markers and mortality data in individuals with CKD.
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BACKGROUND: Initial caries lesions in primary teeth have presented a low progression rate after 2 years, but it could be higher in longer follow-ups. AIM: To evaluate the progression rates of sound surfaces and initial and moderate caries lesions after 7 years. DESIGN: This prospective 7-year cohort study included 639 preschool children aged 1-5 years in 2010. In 2017, 449 children were reassessed (70.3% retention rate). Dental caries was collected using the International Caries Detection and Assessment System (ICDAS) in both assessments. Incidence rate (IR) per 100 surface-years estimated the progression rates of sound surfaces and initial and moderate lesions for worse conditions. Cox regression with shared frailty evaluated the possible risk factors. RESULTS: IR was 1.0% for sound surfaces, 2.8% and 4.2% for ICDAS scores 1 and 2, respectively, and about 17.0% for moderate lesions. The most significant risk factor for the progression was the presence of cavitated lesions in other teeth. The type of surface and tooth also influenced the outcome. CONCLUSION: The progression rate of initial caries lesions in primary teeth remains low even after 7 years, but cavitated caries lesions in other teeth increase this risk. Moderate lesions demonstrate a higher risk of progression when compared to sound surfaces and initial caries lesions.
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The COVID-19 pandemic significantly impacted the global populace, resulting in a staggering number of deaths across the globe. New approaches and biomarkers to evaluate disease progression are crucial for improving disease management. In this context, serum proteomics has emerged as a promising tool for identifying molecular alterations related to COVID-19. This work carried out a bibliometric evaluation of the current status and trends of studies applying serum proteomics to COVID-19 subjects. The search was performed using Web of Science and Scopus databases, and the results were analyzed in VOSviewer software. The investigation was limited to articles published between January 2020 and February 2023. The analysis found 48 articles, primarily experimental studies. China is the most influential country in this field, followed by the USA. The co-occurrence analysis performed by VOSviewer showed 170 keywords, of which 9 reached the occurrence threshold and were divided into two groups. The most cited words were related to biomarker identification and the use of proteomics for diagnosing and treating COVID-19. The most cited proteins include those classically associated with the immune system (IgG, IgM, interleukins, CXCL, CCL, MCP, CRP) and SAA1, SAA1, ApoA-1, TTR (prealbumin), SerpinA and ITIH4. Other studies have validated the predictive value of these serum markers and have the potential to improve the management of COVID-19 patients. The findings highlighted in this bibliometric study can help the researchers design new projects to enhance our understanding of the complex interplay between SARS-CoV-2 and host immunity.
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Chronic kidney disease (CKD) is a progressive loss of renal function in which gut dysbiosis is involved. Fecal microbiota transplantation (FMT) may be a promising alternative for restoring gut microbiota and treating CKD. This study evaluated the changes in CKD progression in patients treated with FMT. Patients with diabetes and/or hypertension with CKD clinical stages 2, 3, and 4 in this single-center, double-blind, randomized, placebo-controlled clinical trial (NCT04361097) were randomly assigned to receive either FMT or placebo capsules for 6 months. Laboratory and stool metagenomic analyses were performed. A total of 28 patients were included (15 FMT and 13 placebo). Regardless of CKD stages, patients responded similarly to FMT treatment. More patients (53.8%) from the placebo group progressed to CKD than the FMT group (13.3%). The FMT group maintained stable renal function parameters (serum creatinine and urea nitrogen) compared to the placebo group. Adverse events after FMT treatment were mild or moderate gastrointestinal symptoms. The abundance of Firmicutes and Actinobacteria decreased whereas Bacteroidetes, Proteobacteria and Roseburia spp. increased in the FMT group. CKD patients showed less disease progression after FMT administration. The administration of oral FMT in patients with CKD is a safe strategy, does not represent a risk, and has potential benefits.
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Progressão da Doença , Transplante de Microbiota Fecal , Fezes , Microbioma Gastrointestinal , Insuficiência Renal Crônica , Humanos , Insuficiência Renal Crônica/terapia , Insuficiência Renal Crônica/microbiologia , Masculino , Feminino , Pessoa de Meia-Idade , Método Duplo-Cego , Idoso , Fezes/microbiologia , Disbiose/terapia , Resultado do Tratamento , Adulto , Creatinina/sangueRESUMO
Introducción. El cáncer de vesícula biliar es el más común en el tracto biliopancreático y una importante causa de mortalidad. La metaplasia y la displasia han sido mencionados como probables precursores relacionados con la secuencia metaplasia-displasia-cáncer. El objetivo de este estudio fue establecer las posibles asociaciones entre estas alteraciones histopatológicas y su relación con la edad y el sexo de los pacientes. Métodos. Estudio observacional retrospectivo descriptivo, con un componente analítico de corte transversal. Se incluyeron los informes de patología de pacientes llevados a colecistectomía laparoscópica electiva y ambulatoria, entre enero de 2015 y diciembre de 2020, con colecistitis crónica, colelitiasis o pólipos vesiculares, mayores de 18 años. Se describieron las características demográficas por sexo y edad utilizando medias, desviaciones estándar y porcentajes. Se emplearon la prueba de chi cuadrado y la prueba exacta de Fisher para evaluar la asociación entre las variables cualitativas. Resultados. Se incluyeron 4871 informes de patología. En esta cohorte se encontró asociación estadísticamente significativa entre metaplasia, displasia y cáncer de vesícula (p<0,05), al igual que con el sexo y la edad de los pacientes. Conclusiones. Los resultados sugieren una asociación entre metaplasia, displasia y cáncer de vesícula biliar en la población estudiada. Se recomienda la realización de investigaciones complementarias para definir la posible causalidad entre metaplasia, displasia y cáncer de vesícula biliar en una población más heterogénea.
Introduction. Gallbladder cancer is the most common cancer in the biliopancreatic tract and an important cause of mortality. Metaplasia and dysplasia have been mentioned as probable precursors related to the metaplasia-dysplasia-cancer sequence. The objective of this study was to establish the possible associations between these histopathological alterations and their relationship with the age and sex of the patients. Methods. Descriptive retrospective observational study, with a cross-sectional analytical component. Pathology reports of patients undergoing elective and outpatient laparoscopic cholecystectomy were included between January 2015 and December 2020, with chronic cholecystitis, cholelithiasis, or gallbladder polyps, over 18 years of age. Demographic characteristics by sex and age was performed using means, standard deviations, and percentages. The chi2 test and Fisher's exact test were used to evaluate the association between the qualitative variables. Results. 4871 pathology reports were included. In this cohort, a statistically significant association was found between metaplasia, dysplasia, and gallbladder cancer (p<0.05), as well as with the sex and age of the patients. Conclusions. The results suggest an association between metaplasia, dysplasia and gallbladder cancer in the study population. Additional research is recommended to define the possible causality between metaplasia, dysplasia, and gallbladder cancer in a more heterogeneous population.
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Humanos , Colecistectomia , Neoplasias da Vesícula Biliar , Progressão da Doença , Vesícula Biliar , Metaplasia , NeoplasiasRESUMO
BACKGROUND: Chagas disease has a varying latency period, the time between infection and onset of cardiac symptoms, due to multiple factors. This study seeks to identify and understand these factors to enhance our knowledge of the disease. METHODS: A retrospective follow-up study was conducted in Colombia on patients with indeterminate chronic Chagas disease. Medical files were examined to evaluate the disease latency time using time ratios (TRs) and the AFT Weibull model. RESULTS: The study followed 578 patients, of whom 309 (53.5%) developed cardiac disease, with a median latency period of 18.5 (95% CI 16 to 20) y for the cohort. Those with the TcISyl genotype (TR 0.72; 95% CI 0.61 to 0.80), individuals who lived 5-15 y (TR 0.80; 95% CI 0.67 to 0.95), 15-30 y (TR 0.63; 95% CI 0.53 to 0.74) or >30 y (vs 5 y) in areas with high disease prevalence had shorter latency periods. On the other hand, undergoing treatment increased the latency period (TR: 1.74; 95% CI 1.52 to 1.87). CONCLUSIONS: The latency period of Chagas disease was found to be independently related to male gender, receipt of etiological treatment, length of time spent in an endemic area and the TcISyl genotype. The implications of these findings are discussed.
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Doença de Chagas , Trypanosoma cruzi , Humanos , Colômbia/epidemiologia , Masculino , Feminino , Estudos Retrospectivos , Adulto , Doença de Chagas/epidemiologia , Pessoa de Meia-Idade , Seguimentos , Genótipo , Fatores de Tempo , Adolescente , Fatores de Risco , Idoso , Adulto Jovem , Prevalência , Cardiomiopatia Chagásica/epidemiologiaRESUMO
INTRODUCTION: Biomarkers that help to evaluate the immune system and could be useful in multiple sclerosis (MS) are the neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), and systemic immune-inflammatory index (SII). The objective of this work is to evaluate the significance of the SII index, PLR, and NLR before and after transplantation in individuals with MS who underwent autologous hematopoietic stem cell transplant (aHSCT) at a single institution. METHODS: Patients with MS who received an aHSCT between 2017 and 2022 were included in the study. NLR, PLR, and SII index were calculated prior to the transplant and 100 days after, and evaluation of the expanded disability status scale (EDSS) was done before the transplant and 12 months after. The cohort was divided into two groups: aHSCT responders (R) and nonresponders (NR). RESULTS: Fifty-eight individuals were examined: 37 patients in the responders group R group and 21 in NR group. There was no statistically significant difference in the SII, NLR, and PLR prior to the transplant, however at 100 days post-HSCT, NLR in the R group was 1.8 versus 3.1 in the NR group (p = 0.003), PLR was 194 versus 295, respectively (p = 0.024), meanwhile SII index was 489.5 versus 729.3 (p < 0.001). CONCLUSION: High NLR and SII index values after the aHSCT were associated with a worsening in the EDSS score. However, since this is the first ever study that compared NLR and SII index with the aHSCT response in persons with MS, further studies must be performed to corroborate this information.
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Biomarcadores , Transplante de Células-Tronco Hematopoéticas , Linfócitos , Esclerose Múltipla , Neutrófilos , Transplante Autólogo , Humanos , Feminino , Masculino , Adulto , Esclerose Múltipla/terapia , Esclerose Múltipla/sangue , Biomarcadores/sangue , Pessoa de Meia-Idade , Inflamação/sangue , Contagem de LinfócitosRESUMO
BACKGROUND: Mycosis fungoides is the most frequent form of cutaneous T-cell lymphoma. It is characterized by a chronic, slow, and progressive course, and is associated with mortality rates that depend on several factors, such as clinical staging. A median survival time of up to 13 months is found in patients with advanced stages that require more aggressive treatments, with greater toxicity and higher costs. In Latin America, few prognostic studies of the disease are available. OBJECTIVE: To determine the rate of progression from early stages (IA, IB, IIA) to more advanced stages (> IIB) in patients older than 18 years with mycosis fungoides treated at two medical centers in Colombia between January 1, 2010, and December 31, 2019. METHODS: Retrospective cohort study with a longitudinal design. RESULTS: 112 patients diagnosed with early mycosis fungoides were included. 56.2% were male (n = 63), with a median age of 53 years (IQR 43â67). The most frequent clinical variant was classic (67.9%; n = 76), followed by folliculotropic (16%; n = 18), and hypopigmented (10.7%; n = 12). The most common first-line treatment was NB-UVB phototherapy (27.7%; n = 31), followed by PUVA phototherapy (25.8%; n = 29%), and topical corticosteroids (25%; n = 28). The global rate of disease progression was 8% (n = 9), with an overall mortality of 12.5% (n = 14). STUDY LIMITATIONS: Its retrospective design and the lack of molecular studies for case characterization. CONCLUSIONS: Early mycosis fungoides is a disease with a good prognosis in most patients, with a progression rate of 8% (n = 9).