6 results on '"Rodríguez, Sara"'
Search Results
2. The role of the T-cell mediated immune response to Cytomegalovirus infection in intrauterine transmission.
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Soriano-Ramos, María, Esquivel-De la Fuente, Estrella, Albert Vicent, Eliseo, de la Calle, María, Baquero-Artigao, Fernando, Domínguez-Rodríguez, Sara, Cabanes, María, Gómez-Montes, Enery, Goncé, Anna, Valdés-Bango, Marta, Viñuela-Benéitez, Mª Carmen, Muñoz-Chápuli Gutiérrez, Mar, Saavedra-Lozano, Jesús, Cuadrado Pérez, Irene, Encinas, Begoña, Castells Vilella, Laura, de la Serna Martínez, María, Tagarro, Alfredo, Rodríguez-Molino, Paula, and Giménez Quiles, Estela
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CYTOMEGALOVIRUS diseases ,INFECTIOUS disease transmission ,PROGNOSIS ,IMMUNE response ,INFECTION ,T cells - Abstract
Introduction: Prognostic markers for fetal transmission of Cytomegalovirus (CMV) infection during pregnancy are poorly understood. Maternal CMV-specific T-cell responses may help prevent fetal transmission and thus, we set out to assess whether this may be the case in pregnant women who develop a primary CMV infection. Methods: A multicenter prospective study was carried out at 8 hospitals in Spain, from January 2017 to April 2020. Blood samples were collected from pregnant women at the time the primary CMV infection was diagnosed to assess the T-cell response. Quantitative analysis of interferon producing specific CMV-CD8
+ /CD4+ cells was performed by intracellular cytokine flow cytometry. Results: In this study, 135 pregnant women with a suspected CMV infection were evaluated, 60 of whom had a primary CMV infection and samples available. Of these, 24 mothers transmitted the infection to the fetus and 36 did not. No association was found between the presence of specific CD4 or CD8 responses against CMV at the time maternal infection was diagnosed and the risk of fetal transmission. There was no transmission among women with an undetectable CMV viral load in blood at diagnosis. Conclusions: In this cohort of pregnant women with a primary CMV infection, no association was found between the presence of a CMV T-cell response at the time of maternal infection and the risk of intrauterine transmission. A detectable CMV viral load in the maternal blood at diagnosis of the primary maternal infection may represent a relevant biomarker associated with fetal transmission. [ABSTRACT FROM AUTHOR]- Published
- 2023
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3. Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS.
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Domínguez-Rodríguez, Sara, Serna-Pascual, Miquel, Oletto, Andrea, Barnabas, Shaun, Zuidewind, Peter, Dobbels, Els, Danaviah, Siva, Behuhuma, Osee, Lain, Maria Grazia, Vaz, Paula, Fernández-Luis, Sheila, Nhampossa, Tacilta, Lopez-Varela, Elisa, Otwombe, Kennedy, Liberty, Afaaf, Violari, Avy, Maiga, Almoustapha Issiaka, Rossi, Paolo, Giaquinto, Carlo, and Kuhn, Louise
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HIV-positive children , *DISEASE progression , *MACHINE learning , *LOGISTIC regression analysis , *ARTIFICIAL neural networks - Abstract
Logistic regression (LR) is the most common prediction model in medicine. In recent years, supervised machine learning (ML) methods have gained popularity. However, there are many concerns about ML utility for small sample sizes. In this study, we aim to compare the performance of 7 algorithms in the prediction of 1-year mortality and clinical progression to AIDS in a small cohort of infants living with HIV from South Africa and Mozambique. The data set (n = 100) was randomly split into 70% training and 30% validation set. Seven algorithms (LR, Random Forest (RF), Support Vector Machine (SVM), K-Nearest Neighbor (KNN), Naïve Bayes (NB), Artificial Neural Network (ANN), and Elastic Net) were compared. The variables included as predictors were the same across the models including sociodemographic, virologic, immunologic, and maternal status features. For each of the models, a parameter tuning was performed to select the best-performing hyperparameters using 5 times repeated 10-fold cross-validation. A confusion-matrix was built to assess their accuracy, sensitivity, and specificity. RF ranked as the best algorithm in terms of accuracy (82,8%), sensitivity (78%), and AUC (0,73). Regarding specificity and sensitivity, RF showed better performance than the other algorithms in the external validation and the highest AUC. LR showed lower performance compared with RF, SVM, or KNN. The outcome of children living with perinatally acquired HIV can be predicted with considerable accuracy using ML algorithms. Better models would benefit less specialized staff in limited resources countries to improve prompt referral in case of high-risk clinical progression. [ABSTRACT FROM AUTHOR]
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- 2022
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4. Perinatal HCV Transmission Rate in HIV/HCV Coinfected women with access to ART in Madrid, Spain.
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Domínguez-Rodríguez, Sara, Prieto, Luis, Fernández McPhee, Carolina, Illán-Ramos, Marta, Beceiro, José, Escosa, Luis, Muñoz, Eloy, Olabarrieta, Iciar, Regidor, Francisco Javier, Roa, Miguel Ángel, Viñuela Beneítez, María del Carmen, Guillén, Sara, Navarro-Gómez, Maria Luisa, and Ramos Amador, José Tomás
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HEPATITIS C transmission , *HIV-positive women , *ANTIRETROVIRAL agents , *PERINATAL period , *HIV infection transmission , *HEPATITIS C , *HIV , *VERTICAL transmission (Communicable diseases) , *PREGNANT women , *MOTHER-infant relationship - Abstract
Background: Maternal HIV coinfection is a key factor for mother-to-child transmission (MTCT) of HCV. However, data about HCV MTCT in HIV/HCV-coinfected pregnant women on combined antiretroviral treatment (ART) are scarce. This study assessed the HCV MTCT rate in the Madrid Cohort of HIV-infected women. Methods: Retrospective study within the Madrid Cohort of HIV-infected pregnant women (2000–2012). Epidemiological, clinical and treatment related variables were analysed for the mother and infant pairs. HCV MTCT rate was determined. Results: Three hundred thirty-nine HIV/HCV-coinfected women and their exposed infants were recorded. A total of 227 (67%) paired mother-children had available data of HCV follow-up and were included for the analysis. Sixteen children (rate 7.0%, 95%CI 3.7–10.4%) were HCV infected by 18 months of age, none of them coinfected with HIV. HIV/HCV-coinfected pregnant women were mostly of Spanish origin with a background of previous injection drug use. HCV-genotype 1 was predominant. The characteristics of mothers that transmitted HCV were similar to those that did not transmit HCV with respect to sociodemographic and clinical features. A high rate (50%) of preterm deliveries was observed. Infants infected with HCV were similar at birth in weight, length and head circumference than those uninfected. Conclusion: MTCT rates of HCV among HIV/HCV-coinfected women on ART within the Madrid cohort were lower than previously described. However, rates are still significant and strategies to eliminate any HCV transmission from mother to child are needed. [ABSTRACT FROM AUTHOR]
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- 2020
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5. Social computing for image matching
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Chamoso, Pablo, primary, Rivas, Alberto, additional, Sánchez-Torres, Ramiro, additional, and Rodríguez, Sara, additional
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- 2018
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6. Epidemiological and clinical features of Kawasaki disease in Spain over 5 years and risk factors for aneurysm development. (2011-2016): KAWA-RACE study group.
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Fernandez-Cooke, Elisa, Barrios Tascón, Ana, Sánchez-Manubens, Judith, Antón, Jordi, Grasa Lozano, Carlos Daniel, Aracil Santos, Javier, Villalobos Pinto, Enrique, Clemente Garulo, Daniel, Mercader Rodríguez, Beatriz, Bustillo Alonso, Matilde, Nuñez Cuadros, Esmeralda, Navarro Gómez, Maria Luisa, Domínguez-Rodríguez, Sara, Calvo, Cristina, and null, null
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MUCOCUTANEOUS lymph node syndrome ,DISEASE risk factors ,THERAPEUTICS ,ANEURYSMS ,ETIOLOGY of diseases ,PLATELET count - Abstract
Background: Kawasaki disease (KD) is an acute self-limited systemic vasculitis of unknown etiology affecting mainly children less than 5 years of age. Risk factors for cardiac involvement and resistance to treatment are insufficiently studied in non-Japanese children. Objective: This study aimed to investigate the epidemiology, clinical features and risk factors for resistance to treatment and coronary artery lesions (CAL) in KD in Spain. Methods: Retrospective study (May 2011-June 2016) of all patients less than 16 years of age diagnosed with KD included in KAWA-RACE network (84 Spanish hospitals). Results: A total of 625 cases were analyzed, 63% were males, 79% under 5 year-olds and 16.8% younger than 12 months. On echocardiographic examination CAL were the most frequent findings (23%) being ectasia the most common (12%). Coronary aneurysms were diagnosed in 9.6%, reaching 20% in infants under 12 months (p<0.001). A total of 97% of the patients received intravenous immunoglobulin (IVIG) with a median number of days from fever onset to IVIG administration of 7.2. A second dose was given to 15.7% and steroids to 14.5% patients. Only 1.4% patients received infliximab. No deaths were reported. A multivariate analysis identified anemia, hypoalbuminemia, hyponatremia, higher creatinine and procalcitonin as independent risk factors for treatment failure and length under 103 cm, hemoglobin < 10.2 mg/dL, platelets > 900,000 cells/mm
3 , maximum temperature < 39.5°C, total duration of fever > 10 days and fever before treatment ≥ 8 days as independent risk factors for developing coronary aneurysms. Conclusions: In our population, children under 12 months develop coronary aneurysms more frequently and children with KD with anemia and leukocytosis have high risk of cardiac involvement. Adding steroids early should be considered in those patients, especially if the treatment is not started before 8 days of fever. A score applicable to non-Japanese children able to predict the risk of aneurysm development and IVIG resistance is necessary. [ABSTRACT FROM AUTHOR]- Published
- 2019
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