137 research outputs found
Communication process between the commercial sector of Medellín and China: importer-exporter relationship in toy stores of “el hueco” sector
In this paper you will find a study about the communication process used in the commercial exchanges in Toy Stores of “El Hueco” sector of the city of Medellin with Chinese exporters. To accomplish this aim, the research was focused on a qualitative design, regarding that it was necessary the analysis of the persons and undertakings involved in a negotiation, analyzing the influence of protocols and etiquette when trading with China. Expecting to find a steady process within the companies but, instead of that, the result of the surveys was as diverse as the market itself.INTRODUCTION 10
1. Problem Statement 11
2. Justification 12
3. Objectives 14
3.1. General Objective: 14
3.2. Specific Objectives: 14
4. Theoretical Framework 14
5. State-of-the-art 19
6. Methodology 28
7. Activity chronogram 33
8. Presentation and analysis of results 34
9. Limitations 46
10. Conclusion 46
11. Recommendation 47
12. Bibliography 49PregradoProfesional en Lenguas Moderna
Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort
Breast Radiation Therapy; Machine-Learning Prediction; Acute DesquamationRaditeràpia de mama; Predicció d'aprenentatge automàtic; Descamació agudaRadioterapia de mama; Predicción de aprendizaje automático; Descamación agudaPurpose
Some patients with breast cancer treated by surgery and radiation therapy experience clinically significant toxicity, which may adversely affect cosmesis and quality of life. There is a paucity of validated clinical prediction models for radiation toxicity. We used machine learning (ML) algorithms to develop and optimise a clinical prediction model for acute breast desquamation after whole breast external beam radiation therapy in the prospective multicenter REQUITE cohort study.
Methods and Materials
Using demographic and treatment-related features (m = 122) from patients (n = 2058) at 26 centers, we trained 8 ML algorithms with 10-fold cross-validation in a 50:50 random-split data set with class stratification to predict acute breast desquamation. Based on performance in the validation data set, the logistic model tree, random forest, and naïve Bayes models were taken forward to cost-sensitive learning optimisation.
Results
One hundred and ninety-two patients experienced acute desquamation. Resampling and cost-sensitive learning optimisation facilitated an improvement in classification performance. Based on maximising sensitivity (true positives), the “hero” model was the cost-sensitive random forest algorithm with a false-negative: false-positive misclassification penalty of 90:1 containing m = 114 predictive features. Model sensitivity and specificity were 0.77 and 0.66, respectively, with an area under the curve of 0.77 in the validation cohort.
Conclusions
ML algorithms with resampling and cost-sensitive learning generated clinically valid prediction models for acute desquamation using patient demographic and treatment features. Further external validation and inclusion of genomic markers in ML prediction models are worthwhile, to identify patients at increased risk of toxicity who may benefit from supportive intervention or even a change in treatment plan
Treatment time and circadian genotype interact to influence radiotherapy side-effects. A prospective European validation study using the REQUITE cohort
Breast cancer; Circadian rhythm; RadiotherapyCáncer de mama; Ritmo circadiano; RadioterapiaCàncer de mama; Ritme circadià; RadioteràpiaBackground
Circadian rhythm impacts broad biological processes, including response to cancer treatment. Evidence conflicts on whether treatment time affects risk of radiotherapy side-effects, likely because of differing time analyses and target tissues. We previously showed interactive effects of time and genotypes of circadian genes on late toxicity after breast radiotherapy and aimed to validate those results in a multi-centre cohort.
Methods
Clinical and genotype data from 1690 REQUITE breast cancer patients were used with erythema (acute; n=340) and breast atrophy (two years post-radiotherapy; n=514) as primary endpoints. Local datetimes per fraction were converted into solar times as predictors. Genetic chronotype markers were included in logistic regressions to identify primary endpoint predictors.
Findings
Significant predictors for erythema included BMI, radiation dose and PER3 genotype (OR 1.27(95%CI 1.03-1.56); P < 0.03). Effect of treatment time effect on acute toxicity was inconclusive, with no interaction between time and genotype. For late toxicity (breast atrophy), predictors included BMI, radiation dose, surgery type, treatment time and SNPs in CLOCK (OR 0.62 (95%CI 0.4-0.9); P < 0.01), PER3 (OR 0.65 (95%CI 0.44-0.97); P < 0.04) and RASD1 (OR 0.56 (95%CI 0.35-0.89); P < 0.02). There was a statistically significant interaction between time and genotypes of circadian rhythm genes (CLOCK OR 1.13 (95%CI 1.03-1.23), P < 0.01; PER3 OR 1.1 (95%CI 1.01-1.2), P < 0.04; RASD1 OR 1.15 (95%CI 1.04-1.28), P < 0.008), with peak time for toxicity determined by genotype.
Interpretation
Late atrophy can be mitigated by selecting optimal treatment time according to circadian genotypes (e.g. treat PER3 rs2087947C/C genotypes in mornings; T/T in afternoons). We predict triple-homozygous patients (14%) reduce chance of atrophy from 70% to 33% by treating in mornings as opposed to mid-afternoon. Future clinical trials could stratify patients treated at optimal times compared to those scheduled normally.EU-FP7
Clinical consequences of BRCA2 hypomorphism
Breast cancer; Cancer geneticsCáncer de mama; Genética del cáncerCàncer de mama; Genètica del càncerThe tumor suppressor FANCD1/BRCA2 is crucial for DNA homologous recombination repair (HRR). BRCA2 biallelic pathogenic variants result in a severe form of Fanconi anemia (FA) syndrome, whereas monoallelic pathogenic variants cause mainly hereditary breast and ovarian cancer predisposition. For decades, the co-occurrence in trans with a clearly pathogenic variant led to assume that the other allele was benign. However, here we show a patient with biallelic BRCA2 (c.1813dup and c.7796 A > G) diagnosed at age 33 with FA after a hypertoxic reaction to chemotherapy during breast cancer treatment. After DNA damage, patient cells displayed intermediate chromosome fragility, reduced survival, cell cycle defects, and significantly decreased RAD51 foci formation. With a newly developed cell-based flow cytometric assay, we measured single BRCA2 allele contributions to HRR, and found that expression of the missense allele in a BRCA2 KO cellular background partially recovered HRR activity. Our data suggest that a hypomorphic BRCA2 allele retaining 37–54% of normal HRR function can prevent FA clinical phenotype, but not the early onset of breast cancer and severe hypersensitivity to chemotherapy
Universidad y conducta suicida: respuestas y propuestas institucionales, Bogotá 2004-2014
Objetivo Analizar las respuestas institucionales frente a la conducta suicida de estudiantes de cinco universidades de Bogotá y su relación con los lineamientos de la Política Nacional de Salud Mental, de la Atención Primaria Integral en Salud y los planes establecidos para su abordaje y, a partir de estos, formular recomendaciones para la acción.Métodos Estudio cualitativo de tipo exploratorio-descriptivo basado en la consulta a la memoria de 66 agentes universitarios quienes aportaron acerca del hecho suicida y sus características, y sobre las respuestas y propuestas institucionales asumidas en cinco universidades de Bogotá. Se utilizaron entrevistas semiestructuradas.Resultados Las universidades participantes presentan comprensiones heterónomas frente al fenómeno del suicidio y mecanismos de atención diferentes principalmente direccionados al apoyo administrativo y a la prevención de contagio del comportamiento suicida.Conclusiones Los suicidios consumados de estudiantes le han servido a las universidades para reflexionar sobre esta problemática y a partir de ello se ha hecho más visible el problema de la deshumanización en la formación, el papel del bienestar universitario y los servicios de salud. Emerge con fuerza el tema de la conveniencia de las redes de trabajo interinstitucional e intersectorial, la psicoeducación, la corresponsabilidad, así como la activa participación de los jóvenes en la discusión y formulación de enfoques y programas orientados hacia su bienestar.Objective To analyze the institutional responses and actions towards suicidal behavior of students from five universities in Bogotá, and their relation with the National Mental HealthPolicy (NMHP), the Comprehensive Primary Health Care Guidelines (APS), and the plans established for approaching this issue, to finally make suggestions based on them.Methods Qualitative, exploratory-descriptive study based on the experiences of 66 university workers, who provided inputs on suicide and its characteristics; this study is alsogrounded on the institutional response of five universities in Bogotá. Semi-structured interviews were also used.Results Participating universities have a heteronomous understanding of the phenomenon of suicide, as well as different attention mechanisms, which are mainly directed to administrative support and the prevention of suicidal behavior contagion.Conclusion The consummate suicides of students have served the universities to reflect upon this problem, which has made more visible the problem of dehumanization in training, and the role of university well-being and health services.The appropriateness of inter-institutional and intersectoral networks, psychoeducation, co-responsibility, and the active participation of young people in the discussion and formulation of welfare-oriented approaches and programs are strong aspects that arise from this reflection
Association of Complement Factors With Disability Progression in Primary Progressive Multiple Sclerosis
Background and ObjectivesThe complement system is known to play a role in multiple sclerosis (MS) pathogenesis. However, its contribution to disease progression remains elusive. The study investigated the role of the complement system in disability progression of patients with primary progressive MS (PPMS).MethodsSixty-eight patients with PPMS from 12 European MS centers were included in the study. Serum and CSF levels of a panel of complement components (CCs) were measured by multiplex enzyme-linked immunosorbent assay at a baseline time point (i.e., sampling). Mean (SD) follow-up time from baseline was 9.6 (4.8) years. Only one patient (1.5%) was treated during follow-up. Univariable and multivariable logistic regressions adjusted for age, sex, and albumin quotient were performed to assess the association between baseline CC levels and disability progression in short term (2 years), medium term (6 years), and long term (at the time of the last follow-up).ResultsIn short term, CC played little or no role in disability progression. In medium term, an elevated serum C3a/C3 ratio was associated with a higher risk of disability progression (adjusted OR 2.30; 95% CI 1.17-6.03; p = 0.040). By contrast, increased CSF C1q levels were associated with a trend toward reduced risk of disability progression (adjusted OR 0.43; 95% CI 0.17-0.98; p = 0.054). Similarly, in long term, an elevated serum C3a/C3 ratio was associated with higher risk of disability progression (adjusted OR 1.81; 95% CI 1.09-3.40; p = 0.037), and increased CSF C1q levels predicted lower disability progression (adjusted OR 0.41; 95% CI 0.17-0.86; p = 0.025).DiscussionProteins involved in the activation of early complement cascades play a role in disability progression as risk (elevated serum C3a/C3 ratio) or protective (elevated CSF C1q) factors after 6 or more years of follow-up in patients with PPMS. The protective effects associated with C1q levels in CSF may be related to its neuroprotective and anti-inflammatory properties
Integrated flow cytometry and sequencing to reconstruct evolutionary patterns from dysplasia to acute myeloid leukemia
Clonal evolution in acute myeloid leukemia (AML) originates long before diagnosis and is a dynamic process that may affect survival. However, it remains uninvestigated during routine diagnostic workups. We hypothesized that the mutational status of bone marrow dysplastic cells and leukemic blasts, analyzed at the onset of AML using integrated multidimensional flow cytometry (MFC) immunophenotyping and fluorescence-activated cell sorting (FACS) with next-generation sequencing (NGS), could reconstruct leukemogenesis. Dysplastic cells were detected by MFC in 285 of 348 (82%) newly diagnosed patients with AML. Presence of dysplasia according to MFC and World Health Organization criteria had no prognostic value in older adults. NGS of dysplastic cells and blasts isolated at diagnosis identified 3 evolutionary patterns: stable (n = 12 of 21), branching (n = 4 of 21), and clonal evolution (n = 5 of 21). In patients achieving complete response (CR), integrated MFC and FACS with NGS showed persistent measurable residual disease (MRD) in phenotypically normal cell types, as well as the acquisition of genetic traits associated with treatment resistance. Furthermore, whole-exome sequencing of dysplastic and leukemic cells at diagnosis and of MRD uncovered different clonal involvement in dysplastic myelo-erythropoiesis, leukemic transformation, and chemoresistance. Altogether, we showed that it is possible to reconstruct leukemogenesis in ∼80% of patients with newly diagnosed AML, using techniques other than single-cell multiomics.This work was supported by grants from the Área de Oncología del Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red (CIBER-ONC) (CB16/12/00369, CB16/12/00233, CB16/12/00489, and CB16/12/00284), Instituto de Salud Carlos III/Subdirección General de Investigación Sanitaria (FIS numbers PI16/01661, PI16/00517, and PI19/01518), and the Plan de Investigación de la Universidad de Navarra (PIUNA 2014-18). This work was supported internationally by the Cancer Research UK, FCAECC, and AIRC under the Accelerator Award Program (EDITOR)
Deepint.net: A rapid deployment platform for smart territories
This paper presents an efficient cyberphysical platform for the smart management of smart territories. It is efficient because it facilitates the implementation of data acquisition and data management methods, as well as data representation and dashboard configuration. The platform allows for the use of any type of data source, ranging from the measurements of a multi-functional IoT sensing devices to relational and non-relational databases. It is also smart because it incorporates a complete artificial intelligence suit for data analysis; it includes techniques for data classification, clustering, forecasting, optimization, visualization, etc. It is also compatible with the edge computing concept, allowing for the distribution of intelligence and the use of intelligent sensors. The concept of smart cities is evolving and adapting to new applications; the trend to create intelligent neighbourhoods, districts or territories is becoming increasingly popular, as opposed to the previous approach of managing an entire megacity. In this paper, the platform is presented, and its architecture and functionalities are described. Moreover, its operation has been validated in a case study where the bike renting service of Paris—Vélib’ Métropole has been managed. This platform could enable smart territories to develop adapted knowledge management systems, adapt them to new requirements and to use multiple types of data, and execute efficient computational and artificial intelligence algorithms. The platform optimizes the decisions taken by human experts through explainable artificial intelligence models that obtain data from IoT sensors, databases, the Internet, etc. The global intelligence of the platform could potentially coordinate its decision-making processes with intelligent nodes installed in the edge, which would use the most advanced data processing techniques.This work has been partially supported by the European Regional Development Fund (ERDF) through the Interreg Spain-Portugal V-A Program (POCTEP) under grant 0677_DISRUPTIVE_2_E, the project My-TRAC: My TRAvel Companion (H2020-S2RJU-2017), the project LAPASSION, CITIES (CYTED 518RT0558) and the company DCSC. Pablo Chamoso’s research work has been funded through the Santander Iberoamerican Research Grants, call 2020/2021, under the direction of Paulo Novais
Intracellular expression of Tat alters mitochondrial functions in T cells: a potential mechanism to understand mitochondrial damage during HIV-1 replication
HIV-1 replication results in mitochondrial damage that is enhanced during antiretroviral therapy (ART).
The onset of HIV-1 replication is regulated by viral protein Tat, a 101-residue protein codified by two exons that elongates viral transcripts. Although the first exon of Tat (aa 1–72) forms itself an active protein, the presence of the second exon (aa 73–101) results in a more competent transcriptional protein with additional functions.
Results: Mitochondrial overall functions were analyzed in Jurkat cells stably expressing full-length Tat (Tat101) or one-exon Tat (Tat72). Representative results were confirmed in PBLs transiently expressing Tat101 and in HIV-infected Jurkat cells. The intracellular expression of Tat101 induced the deregulation of metabolism and cytoskeletal proteins which remodeled the function and distribution of mitochondria. Tat101 reduced the transcription of the mtDNA,
resulting in low ATP production. The total amount of mitochondria increased likely to counteract their functional impairment. These effects were enhanced when Tat second exon was expressed.
Conclusions: Intracellular Tat altered mtDNA transcription, mitochondrial content and distribution in CD4+ T cells.
The importance of Tat second exon in non-transcriptional functions was confirmed. Tat101 may be responsible for mitochondrial dysfunctions found in HIV-1 infected patients.We greatly appreciate the secretarial assistance of Mrs Olga Palao. This work was supported by FIPSE (360924/10), Spanish Ministry of Economy and Competitiveness (SAF2010-18388), Spanish Ministry of Health (EC11- 285), AIDS Network ISCIII-RETIC (RD12/0017/0015), Instituto de Salud Carlos III, Spanish Ministry of Economy and Competitiveness (FIS PI12/00506). The work of Sara Rodríguez-Mora is supported by a fellowship of Sara Borrell from Spanish Ministry of Economy and Competitiveness (2013). The work of María Rosa López-Huertas is supported by a fellowship of the European Union Programme Health 2009 (CHAARM).S
COVID-19 vaccine failure
COVID-19 affects the population unequally with a higher impact on aged and
immunosuppressed people. Hence, we assessed the effect of SARS-CoV-2 vaccination
in immune compromised patients (older adults and oncohematologic patients),
compared with healthy counterparts. While the acquired humoral and cellular memory
did not predict subsequent infection 18 months after full immunization, spectral and
computational cytometry revealed several subsets within the CD8+ T-cells, B-cells, NK
cells, monocytes and CD45RA+
CCR7- Tγδ cells differentially expressed in further
infected and non-infected individuals not just following immunization, but also prior to
that. Of note, up to 7 subsets were found within the CD45RA+
CCR7-
Tγδ population with
some of them being expanded and other decreased in subsequently infected individuals.
Moreover, some of these subsets also predicted COVID-induced hospitalization in
oncohematologic patients. Therefore, we hereby have identified several cellular subsets
that, even before vaccination, strongly related to COVID-19 vulnerability as opposed to
the acquisition of cellular and/or humoral memory following vaccination with SARS-CoV2 mRNA vaccines.This study has been funded through Programa Estratégico Instituto de Biología y
Genética Molecular (IBGM Junta de Castilla y León. Ref. CCVC8485), Junta de Castilla
y León (Proyectos COVID 07.04.467B04.74011.0) and the European Commission –
NextGenerationEU (Regulation EU 2020/2094), through CSIC's Global Health Platform
(PTI Salud Global; SGL21-03-026 and SGL2021-03-038)N
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