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1.
Cancer Med ; 13(8): e7172, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38651186

RESUMO

BACKGROUND: Quantitative measurement of minimal residual disease (MRD) is the "gold standard" for estimating the response to therapy in childhood B-cell precursor acute lymphoblastic leukemia (BCP-ALL). Nevertheless, the speed of the MRD response differs for different cytogenetic subgroups. Here we present results of MRD measurement in children with BCP-ALL, in terms of genetic subgroups with relation to clinically defined risk groups. METHODS: A total of 485 children with non-high-risk BCP-ALL with available cytogenetic data and MRD studied at the end-of-induction (EOI) by multicolor flow cytometry (MFC) were included. All patients were treated with standard-risk (SR) of intermediate-risk (ImR) regimens of "ALL-MB 2008" reduced-intensity protocol. RESULTS AND DISCUSSION: Among all study group patients, 203 were found to have low-risk cytogenetics (ETV6::RUNX1 or high hyperdiploidy), while remaining 282 children were classified in intermediate cytogenetic risk group. For the patients with favorable and intermediate risk cytogenetics, the most significant thresholds for MFC-MRD values were different: 0.03% and 0.04% respectively. Nevertheless, the most meaningful thresholds were different for clinically defined SR and ImR groups. For the SR group, irrespective to presence/absence of favorable genetic lesions, MFC-MRD threshold of 0.1% was the most clinically valuable, although for ImR group the most informative thresholds were different in patients from low-(0.03%) and intermediate (0.01%) cytogenetic risk groups. CONCLUSION: Our data show that combining clinical risk factors with MFC-MRD measurement is the most useful tool for risk group stratification of children with BCP-ALL in the reduced-intensity protocols. However, this algorithm can be supplemented with cytogenetic data for part of the ImR group.


Assuntos
Citometria de Fluxo , Neoplasia Residual , Humanos , Neoplasia Residual/genética , Criança , Citometria de Fluxo/métodos , Masculino , Feminino , Pré-Escolar , Adolescente , Lactente , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Análise Citogenética/métodos , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/diagnóstico , Subunidade alfa 2 de Fator de Ligação ao Core/genética
2.
Front Oncol ; 14: 1360678, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38496757

RESUMO

Background: Germ cell tumors (GCTs) represent the most frequent solid malignancy in young men. This malignancy is highly curable by cisplatin (CDDP)-based chemotherapy. However, there is a proportion of patients having a poor prognosis due to refractory disease or its relapse. No reliable biomarkers being able to timely and accurately stratify poor prognosis GCT patients are currently available. Previously, we have shown that chemotherapy-naïve GCT patients with higher DNA damage levels in peripheral blood mononuclear cells (PBMCs) have significantly worse prognosis compared to patients with lower DNA damage levels. Methods: DNA damage levels in PBMCs of both chemotherapy-naïve and first cycle chemotherapy-treated GCT patients have been assessed by standard alkaline comet assay and its styrene oxide (SO)-modified version. These levels were correlated with clinico-pathological characteristics. Results: We re-confirm prognostic value of DNA damage level in chemotherapy-naïve GCT patients and reveal that this prognosticator is equally effective in GCT patients after first cycle of CDDP-based chemotherapy. Furthermore, we demonstrate that SO-modified comet assay is comparably sensitive as standard alkaline comet assay in case of patients who underwent first cycle of CDDP-based chemotherapy, although it appears more suitable to detect DNA cross-links. Conclusion: We propose that DNA damage levels in PBMCs before and after first cycle of CCDP-based chemotherapy are comparable independent prognosticators for progression-free and overall survivals in GCT patients. Therefore, their clinical use is highly advised to stratify GCT patients to identify those who are most at risk of developing disease recurrence or relapse, allowing tailoring therapeutic interventions to poor prognosis individuals, and optimizing their care management and treatment regimen.

3.
Vaccines (Basel) ; 12(3)2024 Mar 21.
Artigo em Inglês | MEDLINE | ID: mdl-38543975

RESUMO

This study aimed to understand Poles' attitudes and beliefs towards influenza vaccinations in the flu season of 2022-2023, especially among individuals at risk of flu complications. The cross-sectional survey-based study was carried out on a sample of 810 respondents. The questionnaire was disseminated electronically using social media and e-mail. The majority of respondents (71%) could identify "high-risk groups" recommended for influenza vaccination, and 52.01% of respondents reported receiving influenza vaccination at some point in the past, with 32.12% receiving it in the 2022-2023 flu season and 41.09% in the 2021-2022 season. The majority of respondents declaring acceptance of the vaccine for the 2022-2023 season were in the high-risk group. Only 17.28% of respondents declared receiving both influenza and SARS-CoV-2 vaccines in the 2022-2023 season, with the vast majority being respondents from the "high-risk group" (p < 0.0001). Only 26.12% of respondents declared their intention to continue influenza vaccination in the future. Of those expressing the intention to get vaccinated against the influenza virus in future seasons, 46.79% were from the "high-risk group" (p = 0.0087). Results suggest the need for further interaction and education with healthcare providers and targeted informational efforts for at-risk groups regarding the benefits of flu vaccination.

4.
Euro Surveill ; 29(12)2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38516785

RESUMO

BackgroundIn countries with a low TB incidence (≤ 10 cases/100,000 population), active pulmonary tuberculosis (PTB) mostly affects vulnerable populations with limited access to healthcare. Thus, passive case-finding systems may not be successful in detecting and treating cases and preventing further transmission. Active and cost-effective search strategies can overcome this problem.AimWe aimed to review the evidence on the cost-effectiveness (C-E) of active PTB screening programmes among high-risk populations in low TB incidence countries.MethodsWe performed a systematic literature search covering 2008-2023 on PubMed, Embase, Center for Reviews and Dissemination, including Database of Abstracts of Reviews of Effects (DARE), National Health Services Economic Evaluation Database (NHS EED), Global Index Medicus and Cochrane Central Register of Controlled Trials (CENTRAL).ResultsWe retrieved 6,318 articles and included nine in this review. All included studies had an active case-finding approach and used chest X-ray, tuberculin skin test, interferon-gamma release assay and a symptoms questionnaire for screening. The results indicate that screening immigrants from countries with a TB incidence > 40 cases per 100,000 population and other vulnerable populations as individuals from isolated communities, people experiencing homelessness, those accessing drug treatment services and contacts, is cost-effective in low-incidence countries.ConclusionIn low-incidence countries, targeting high-risk groups is C-E. However, due to the data heterogenicity, we were unable to compare C-E. Harmonisation of the methods for C-E analysis is needed and would facilitate comparisons. To outline comprehensive screening and its subsequent C-E analysis, researchers should consider multiple factors influencing screening methods and outcomes.


Assuntos
Tuberculose Pulmonar , Tuberculose , Humanos , Análise Custo-Benefício , Incidência , Tuberculose/diagnóstico , Tuberculose/epidemiologia , Teste Tuberculínico , Tuberculose Pulmonar/diagnóstico , Tuberculose Pulmonar/epidemiologia , Tuberculose Pulmonar/prevenção & controle , Programas de Rastreamento/métodos
5.
Rev. esp. salud pública ; 98: e202403019, Mar. 2024. tab, ilus
Artigo em Espanhol | IBECS | ID: ibc-231923

RESUMO

Fundamentos: las infecciones de transmisión sexual (its) son infecciones causadas por más de treinta bacterias, virus y pa-rásitos diferentes, que se transmiten por contacto sexual, incluido el coito vaginal, anal o bucal, aunque algunas infecciones también pueden transmitirse de la madre al hijo durante el embarazo, el parto y la lactancia. Según la organización mundial de la salud, una de las principales poblaciones de riesgo para la adquisición de estas infecciones son los/las trabajadores/as del sexo y sus clientes. El objetivo de este trabajo fue analizar los factores de riesgo en la adquisición de infecciones de transmisión sexual en la población de trabajadores/as del sexo.métodos: se realizó una revisión sistemática mediante búsqueda en scopus, pubmed, cinahl, medline, lilacs e ibecs, de estudios observacionales, longitudinales y mixtos realizados en trabajadores/as del sexo que fueron publicados entre enero de 2011 y marzo de 2021, obteniendo una muestra final de cuarenta y tres artículos. La herramienta de evaluación de métodos mixtos (mixed methods assessment tool) fue utilizada para evaluar la calidad metodológica de los trabajos. Resultados: después de analizar la bibliografía se obtuvieron once grupos de factores de riesgo relacionados con la adquisición de its, siendo estos factores económicos, relacionados con las prácticas sexuales, consumo de drogas, trabajo sexual, educación, problemas de salud, país de origen y movilidad, pareja, edad, violencia y otros factores no pertenecientes a las anteriores categorías.conclusiones: las/os profesionales del sexo tienen numerosas características y comportamientos que les convierten en una población vulnerable a las its. Destacan los años ejerciendo la prostitución, el consumo de drogas, el número de parejas y el uso del preservativo, siendo estos factores clave para futuras estrategias de prevención e intervención, así como de investigación.(AU)


Background: sexually transmitted infections (sti), as their name suggests, are infections caused by more than thirty different bacteria, viruses, and parasites and are transmitted through sexual contact, including vaginal, anal, or oral intercourse, although some sexually transmitted infections can also transmitted from mother to child during pregnancy, childbirth and lactation. According to world health organization, one of the main populations at risk for acquiring these diseases are sex workers and their clients. Due to the high prevalence, the characteristics and behaviors that favor the development of these diseases are analyzed. The main objective of this paper was to analyze the risk factors in the acquisition of sexually transmitted diseases in the population of sex workers. Methods: a literature search was conducted in scopus, pubmed, cinahl, medline, lilacs and ibecs, of observational, longitudinal and mixed methods studies conducted in sex workers and published between january 2011 and march 2021, with a final sample of four-ty-three articles. The mixed methods assessment tool (mmat) was used to assess the methodological quality of the papers.results: after analyzing the literature, eleven groups of risk factors related to the acquisition of sexually transmitted diseases were obtained, these being economic factors, factors related to sexual practices, drug use, sex work, education, health problems, country of origin and mobility, partner, age, violence and other factors not belonging to the previous categories.conclusions: sex workers have numerous characteristics and behaviors that make them vulnerable to sexually transmitted in-fections. Of note are years of prostitution, drug use, number of partners and condom use, which are key factors for future prevention and intervention strategies, as well as research.(AU)


Assuntos
Humanos , Masculino , Feminino , Infecções Sexualmente Transmissíveis , Profissionais do Sexo , Comportamentos de Risco à Saúde , Risco à Saúde Humana , Doenças Virais Sexualmente Transmissíveis , Doenças Bacterianas Sexualmente Transmissíveis , Grupos de Risco , Trabalho Sexual , Fatores de Risco , Saúde Pública
6.
Rev Esp Salud Publica ; 982024 Mar 08.
Artigo em Espanhol | MEDLINE | ID: mdl-38477553

RESUMO

OBJECTIVE: Sexually Transmitted Infections (STI), as their name suggests, are infections caused by more than thirty different bacteria, viruses, and parasites and are transmitted through sexual contact, including vaginal, anal, or oral intercourse, although some sexually transmitted infections can also transmitted from mother to child during pregnancy, childbirth and lactation. According to World Health Organization, one of the main populations at risk for acquiring these diseases are sex workers and their clients. Due to the high prevalence, the characteristics and behaviors that favor the development of these diseases are analyzed. The main objective of this paper was to analyze the risk factors in the acquisition of sexually transmitted diseases in the population of sex workers. METHODS: A literature search was conducted in Scopus, Pubmed, CINAHL, Medline, LILACS and IBECS, of observational, longitudinal and mixed methods studies conducted in sex workers and published between January 2011 and March 2021, with a final sample of fourty-three articles. The mixed methods assessment tool (MMAT) was used to assess the methodological quality of the papers. RESULTS: After analyzing the literature, eleven groups of risk factors related to the acquisition of sexually transmitted diseases were obtained, these being economic factors, factors related to sexual practices, drug use, sex work, education, health problems, country of origin and mobility, partner, age, violence and other factors not belonging to the previous categories. CONCLUSIONS: Sex workers have numerous characteristics and behaviors that make them vulnerable to sexually transmitted infections. Of note are years of prostitution, drug use, number of partners and condom use, which are key factors for future prevention and intervention strategies, as well as research.


OBJETIVO: Las Infecciones de Transmisión Sexual (ITS) son infecciones causadas por más de treinta bacterias, virus y parásitos diferentes, que se transmiten por contacto sexual, incluido el coito vaginal, anal o bucal, aunque algunas infecciones también pueden transmitirse de la madre al hijo durante el embarazo, el parto y la lactancia. Según la Organización Mundial de la Salud, una de las principales poblaciones de riesgo para la adquisición de estas infecciones son los/las trabajadores/as del sexo y sus clientes. El objetivo de este trabajo fue analizar los factores de riesgo en la adquisición de infecciones de transmisión sexual en la población de trabajadores/as del sexo. METODOS: Se realizó una revisión sistemática mediante búsqueda en Scopus, Pubmed, CINAHL, Medline, LILACS e IBECS, de estudios observacionales, longitudinales y mixtos realizados en trabajadores/as del sexo que fueron publicados entre enero de 2011 y marzo de 2021, obteniendo una muestra final de cuarenta y tres artículos. La herramienta de evaluación de métodos mixtos (mixed methods assessment tool) fue utilizada para evaluar la calidad metodológica de los trabajos. RESULTADOS: Después de analizar la bibliografía se obtuvieron once grupos de factores de riesgo relacionados con la adquisición de ITS, siendo estos factores económicos, relacionados con las prácticas sexuales, consumo de drogas, trabajo sexual, educación, problemas de salud, país de origen y movilidad, pareja, edad, violencia y otros factores no pertenecientes a las anteriores categorías. CONCLUSIONES: Las/os profesionales del sexo tienen numerosas características y comportamientos que les convierten en una población vulnerable a las ITS. Destacan los años ejerciendo la prostitución, el consumo de drogas, el número de parejas y el uso del preservativo, siendo estos factores clave para futuras estrategias de prevención e intervención, así como de investigación.


Assuntos
Infecções por HIV , Profissionais do Sexo , Infecções Sexualmente Transmissíveis , Gravidez , Criança , Feminino , Humanos , Preservativos , Transmissão Vertical de Doenças Infecciosas , Espanha , Infecções Sexualmente Transmissíveis/epidemiologia , Comportamento Sexual , Fatores de Risco , Infecções por HIV/epidemiologia
7.
Br J Nurs ; 33(3): 120-124, 2024 Feb 08.
Artigo em Inglês | MEDLINE | ID: mdl-38335102

RESUMO

Shift work is necessary for the provision of health services, especially in hospitals as it is the only way to provide continuous care to patients. Working at night is inconsistent with the body's biological clock and night shift working hugely disrupts the circadian and sleep wake cycles. In 2020, the World Health Organization classified night shift working as being a 'probable' class 2A carcinogen and a number of independent cohort studies of both night workers and shift workers have observed increased incidence of certain cancers. Altered sleep timing, food timing and light exposure typical for shift workers leads to an acute circadian disruption and misalignment of regulatory hormones. This straying from synchronisation has been shown to result in individuals being more vulnerable to a number of chronic health conditions. Night shift work disrupts the normal sleep-wake cycle, often leading to shortened sleep duration and excessive fatigue and the results of this are far reaching. This article will explore the full impact of shift working, questioning if current practices employed within the NHS should continue.


Assuntos
Ritmo Circadiano , Neoplasias , Humanos , Sono , Fadiga , Adaptação Fisiológica , Tolerância ao Trabalho Programado
8.
SAGE Open Med ; 12: 20503121241233232, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38379811

RESUMO

Background: Chest X-ray has been included in national tuberculosis screening algorithms as a sensitive tuberculosis screening tool among high-risk groups. However, the implementation was influenced by multiple factors. We aimed to explore facilitators and barriers to implementing chest X-ray in systematic tuberculosis screening of clinically high-risk groups in Addis Ababa, Ethiopia. Methods: We conducted face-to-face, in-depth interviews with purposively selected participants at tertiary-level hospitals and a tuberculosis program coordinator at the Ethiopian Ministry of Health, who coordinates chest X-ray-guided systematic tuberculosis screening. A framework analysis was conducted using the consolidated framework for implementation research. Results: We identified 11 constructs that influenced the implementation of the chest X-ray intervention. Facilitators included the relative sensitivity of chest X-ray over symptom-based screening, its potential integration into existing systems, technological advancements in the area, policies and laws supporting the screening intervention, and the quality of the evidence of the screening intervention. Barriers included implementation complexity, high costs of the intervention, knowledge gaps among healthcare providers, training gaps, low priority for chest X-ray screening at the healthcare facility level, and a lack of external support from the Ministry of Health and stakeholders. Conclusion: This study identified contextual factors that influence the implementation of chest X-ray guided systematic tuberculosis screening among clinically high-risk groups that healthcare facilities and health ministries may use for decision-making. Addressing the barriers identified by the study would help to improve the implementation of chest X-rays for improved tuberculosis case detection and prompt treatment in clinically high-risk groups.

9.
J Clin Med ; 13(3)2024 Jan 29.
Artigo em Inglês | MEDLINE | ID: mdl-38337459

RESUMO

Celiac disease (CD) is a chronic immune-mediated disorder triggered by the ingestion of gluten in genetically predisposed individuals, affecting about 1% of the general population in the developed world. In 2012, the European Society for Pediatric Gastroenterology, Hepatology, and Nutrition (ESPGHAN) recommendations for CD diagnoses in children and adolescents were introduced, allowing the "no-biopsy" approach if certain criteria were met. This approach was also confirmed in the revised guidelines published in 2020. Thus, the aim of this study was to assess-over a one-year period-the clinical presentations and current status of the management of children and adolescents diagnosed with CD in Poland. Medical records of children and adolescents, newly diagnosed with CD in 2022/2023 in three medical centers in Poland, were involved. Gastroenterologists completed the specific anonymous web-based forms developed in the CD SKILLS project, including data routinely assessed at individual visits about the diagnostic approach and clinical presentation of the disease. Our study assessed 100 patients (56% girls) with an age range 1.6-18.0 years. We found that 98% of patients were serologically tested prior to a CD diagnosis and 58% of patients were diagnosed using the "no-biopsy" approach. In the analyzed group, 40% belonged to a known risk group, only 22% had annual screening before the CD diagnosis (the longest for 9 years), and 19% showed no symptoms at the time of the CD diagnosis. Our research confirmed the applicability of the "no-biopsy" approach for the diagnosis of CD in children and adolescents in Poland, and also showed changes in the clinical picture of CD. Moreover, we highlight the need to introduce broad CD serological screening in risk groups of the Polish population.

10.
Hum Vaccin Immunother ; 20(1): 2303796, 2024 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-38297921

RESUMO

Respiratory syncytial virus (RSV) is associated with considerable morbidity and mortality among older adults (aged ≥60 years) and adults with certain chronic conditions in the United States (US). Despite this burden, no previous studies have assessed the knowledge, attitudes, and perceptions (KAP) of RSV among these populations. This study evaluates RSV-related KAP among US adults at increased risk of severe RSV infection. A cross-sectional, web-based survey was administered from May to June 2022 to better understand respiratory infection- and RSV-related KAP among US adults who are at risk of severe RSV infection. The survey included ≥200 adults in each of 4 subgroups: adults aged 60-89 years, and adults aged 18-59 years with ≥1 chronic cardiovascular condition, chronic pulmonary condition, or diabetes mellitus. Survey responses were analyzed descriptively overall and by subgroup, with exploratory logistic regression modeling used to evaluate characteristics associated with RSV awareness and concern. Among the 827 survey respondents, only 43.3% had ever heard of RSV (n = 358/827). The study identified key knowledge gaps (e.g. bacterial vs. viral nature of respiratory infections, RSV seasonality, common RSV symptoms, extent to which RSV causes respiratory infections in specific patient populations). Although 33.7% of RSV-aware adults (n = 120/356) reported being worried/very worried about RSV, 67.3% (n = 241/358) rarely consider RSV as a potential cause of their cold/flu-like symptoms. Results from this study highlight important knowledge gaps related to RSV, perceived risk, and severity of RSV. Findings can be used to support the development of tailored education efforts to support RSV prevention.


What is the context? Respiratory syncytial virus (RSV) is a common cause of illness among older adults (60 years and older) and adults with certain chronic conditions in the United States (US), with some adults experiencing severe RSV outcomes such as hospitalization or death.Despite this considerable burden, the awareness of RSV among these at-risk populations has never been studied until now.What is new? We assessed RSV-related knowledge, attitudes, and perceptions among US adults at increased risk of severe RSV infection (adults aged 60­89 years and adults aged 18­59 years with ≥1 chronic cardiovascular condition, chronic pulmonary condition, or diabetes).Among older and at-risk adults, 43.3% had ever heard of RSV, with a lower awareness in the older adult subgroup.Among adults at increased risk of severe RSV who are aware of RSV, less than 35% consider themselves to be knowledgeable about RSV and 16­19% were unable to assess their perceived risk of contracting RSV or potential severity of RSV should they contract it.Knowledge gaps specific to RSV include the viral nature of RSV, its seasonality, symptoms, extent to which it causes respiratory infections in specific patient populations, the difficulty distinguishing RSV from other respiratory infections based on symptoms alone, and the limited testing for RSV in routine clinical practice.What is the impact? Two RSV vaccines were recently approved in the US and are recommended for the prevention of RSV among adults aged 60 years and older with shared clinical decision making.Results from this study reveal limited awareness of RSV among adults in the US at increased risk of severe RSV and knowledge gaps among those aware of RSV.These findings can be used by healthcare providers initiating shared clinical decision-making conversations with their patients aged 60 years and older who are eligible for RSV vaccination, as well as to tailor RSV disease awareness educational interventions to healthcare providers and patients.


Assuntos
Infecções por Vírus Respiratório Sincicial , Vírus Sincicial Respiratório Humano , Infecções Respiratórias , Humanos , Estados Unidos/epidemiologia , Idoso , Infecções por Vírus Respiratório Sincicial/prevenção & controle , Conhecimentos, Atitudes e Prática em Saúde , Estudos Transversais , Doença Crônica , Hospitalização
11.
Comput Methods Programs Biomed ; 246: 108011, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38325024

RESUMO

BACKGROUND AND OBJECTIVE: Vaccination against SARS-CoV-2 in immunocompromised patients with hematologic malignancies (HM) is crucial to reduce the severity of COVID-19. Despite vaccination efforts, over a third of HM patients remain unresponsive, increasing their risk of severe breakthrough infections. This study aims to leverage machine learning's adaptability to COVID-19 dynamics, efficiently selecting patient-specific features to enhance predictions and improve healthcare strategies. Highlighting the complex COVID-hematology connection, the focus is on interpretable machine learning to provide valuable insights to clinicians and biologists. METHODS: The study evaluated a dataset with 1166 patients with hematological diseases. The output was the achievement or non-achievement of a serological response after full COVID-19 vaccination. Various machine learning methods were applied, with the best model selected based on metrics such as the Area Under the Curve (AUC), Sensitivity, Specificity, and Matthew Correlation Coefficient (MCC). Individual SHAP values were obtained for the best model, and Principal Component Analysis (PCA) was applied to these values. The patient profiles were then analyzed within identified clusters. RESULTS: Support vector machine (SVM) emerged as the best-performing model. PCA applied to SVM-derived SHAP values resulted in four perfectly separated clusters. These clusters are characterized by the proportion of patients that generate antibodies (PPGA). Cluster 1, with the second-highest PPGA (69.91%), included patients with aggressive diseases and factors contributing to increased immunodeficiency. Cluster 2 had the lowest PPGA (33.3%), but the small sample size limited conclusive findings. Cluster 3, representing the majority of the population, exhibited a high rate of antibody generation (84.39%) and a better prognosis compared to cluster 1. Cluster 4, with a PPGA of 66.33%, included patients with B-cell non-Hodgkin's lymphoma on corticosteroid therapy. CONCLUSIONS: The methodology successfully identified four separate patient clusters using Machine Learning and Explainable AI (XAI). We then analyzed each cluster based on the percentage of HM patients who generated antibodies after COVID-19 vaccination. The study suggests the methodology's potential applicability to other diseases, highlighting the importance of interpretable ML in healthcare research and decision-making.


Assuntos
COVID-19 , Doenças Hematológicas , Humanos , Vacinas contra COVID-19 , Área Sob a Curva , Aprendizado de Máquina
12.
Artigo em Alemão | MEDLINE | ID: mdl-38334786

RESUMO

BACKGROUND: Children and adolescents with social pediatric care needs represent a group with special challenges. The aim of this qualitative study was to describe social pediatric care during the pandemic from the perspective of experts. From this, conclusions were to be drawn for any social pediatric care needs that may have arisen. METHODS: Between May and November 2022, 25 experts from the field of social pediatrics were interviewed using guided interviews on the following topics: deviations in care, utilization behavior of families, individual burdens and resources, and sustainable needs. The interviews were analyzed by two research assistants. RESULTS: Overall, the social pediatric care offer was temporarily clearly limited. While families who were already well connected before the pandemic could be adequately cared for with the help of telephone/video contacts, an unreported number of at-risk groups, were described, for example, those with low competence to act, who did not make use of services or did so with delays. It was observed that there was a need for care for newly developed mental disorders and regression in therapy due to limited opportunities for support, as well as a need to catch up on missed opportunities for early support in the case of developmental disorders. DISCUSSION: To meet the needs that have arisen, underserved families should be identified and cared for promptly, taking individual characteristics into account. To this end, for example, more outreach services should be established that reach affected families unbureaucratically.


Assuntos
COVID-19 , Adolescente , Humanos , Criança , COVID-19/epidemiologia , Pandemias , Alemanha/epidemiologia , Pesquisa Qualitativa
13.
Gynecol Oncol ; 182: 63-69, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38262240

RESUMO

INTRODUCTION: Among uterine malignancies, endometrial cancer (EC) is the most common cancer of the female reproductive tract. Traditionally, risk stratification in EC is determined by standard clinicopathological risk factors. Although circulating tumor DNA (ctDNA) has emerged as a prognostic biomarker in various malignancies, its clinical validity in EC remains to be established. METHODS: In this analysis of real-world data, 267 plasma samples from 101 patients with stage I EC were analyzed using a tumor-informed ctDNA assay (Signatera™ bespoke mPCR-NGS). Patients were followed post-surgically and monitored with ctDNA testing for a median of 6.8 months (range: 0.37-19.1). RESULTS: Patients who tested ctDNA-positive at both their first time point and longitudinally experienced inferior recurrence-free survival (RFS) (HR = 6.2; p = 0.0006 and HR = 15.5; p < 0.0001, respectively), and showed a recurrence rate of 58% and 52%, vs. 6% and 0%, respectively for the ctDNA-negative patients. Most ctDNA-positive patients had high-risk histologies or sarcoma, versus low-risk and high-intermediate risk (H-IR) EC. Furthermore, patients with high-risk histologies who were ctDNA-positive showed shorter RFS compared to those who tested negative (HR = 9.5; p = 0.007), and those who tested positive in the low/H-IR cohort (HR = 0.25; p = 0.04). Post-surgically, detectable ctDNA was highly prognostic of clinical outcome and remained the only significant risk factor for recurrence when adjusted for clinicopathological risk factors, such as histologic risk group, mismatch repair (MMR), and p53 status. CONCLUSION: Incorporating ctDNA monitoring along with traditional known risk factors may aid in identifying patients with stage I EC who are at highest risk of recurrence, and possibly aid in treatment stratification.


Assuntos
DNA Tumoral Circulante , Neoplasias do Endométrio , Humanos , Feminino , Prognóstico , DNA Tumoral Circulante/genética , Neoplasias do Endométrio/diagnóstico , Neoplasias do Endométrio/genética , Neoplasias do Endométrio/cirurgia , Recidiva Local de Neoplasia/patologia , Biomarcadores Tumorais/genética
14.
Infect Dis Model ; 9(1): 103-127, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38187461

RESUMO

Although much progress has been made in reducing the public health burden of the human immunodeficiency virus (HIV), which causes acquired immunodeficiency syndrome (AIDS), since its emergence in the 1980s (largely due to the large-scale use and availability of potent antiviral therapy, improved diagnostic and intervention and mitigation measures), HIV remains an important public health challenge globally, including in the United States. This study is based on the use of mathematical modeling approaches to assess the population-level impact of pre-exposure prophylaxis (PrEP), voluntary testing (to detect undetected HIV-infected individuals), and changes in human behavior (with respect to risk structure), on the spread and control of HIV/AIDS in an MSM (men-who-have sex-with-men) population. Specifically, a novel two-group mathematical model, which stratifies the total MSM population based on risk (low or high) of acquisition of HIV infection, is formulated. The model undergoes a PrEP-induced backward bifurcation when the control reproduction number of the model is less than one if the efficacy of PrEP to prevent a high-risk susceptible MSM individual from acquiring HIV infection is not perfect (the consequence of which is that, while necessary, having the reproduction number of the model less than one is no longer sufficient for the elimination of the disease in the MSM population). For the case where the efficacy of PrEP is perfect, this study shows that the disease-free equilibrium of the two-group model is globally-asymptotically stable when the associated control reproduction number of the model is less than one. Global sensitivity analysis was carried out to identify the main parameters of the model that have the highest influence on the value of the control reproduction number of the model (thereby, having the highest influence on the disease burden in the MSM population). Numerical simulations of the model, using a plausible range of parameter values, show that if half of the MSM population considered adhere strictly to the specified PrEP regimen (while other interventions are maintained at their baseline values), a reduction of about 22% of the new yearly HIV cases recorded at the peak of the disease could be averted (compared to the worst-case scenario where PrEP-based intervention is not implemented in the MSM population). The yearly reduction at the peak increases to about 50% if the PrEP coverage in the MSM population increases to 80%. This study showed, based on the parameter values used in the simulations, that the prospects of elimination of HIV/AIDS in the MSM community are promising if high-risk susceptible individuals are no more than 15% more likely to acquire HIV infection, in comparison to their low-risk counterparts. Furthermore, these prospects are significantly improved if undetected HIV-infected individuals are detected within an optimal period of time.

15.
Infect Dis Ther ; 13(1): 121-140, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38193987

RESUMO

INTRODUCTION: Herpes zoster (HZ) is a painful disease that mainly affects individuals whose immune system has been weakened because of increasing age (> 50 years) or certain diseases or treatments. We estimated the complete burden of HZ. METHODS: This population-based register study analysed healthcare data from the VEGA and Digitalis databases of Västra Götaland Region (VGR), Sweden. The VEGA database includes all patients in VGR, covering both hospital and primary care. The Digitalis records prescribed medications. The study population included patients aged ≥ 18 years with at least one registered primary or secondary HZ diagnosis (based on International Classification of Diseases [ICD] codes) between 2005 and 2021. Incidence rates (95% confidence intervals [CI]) were stratified by age, sex and diagnosis/analgesic prescription. RESULTS: Overall HZ incidence increased from 2.5 (95% CI 2.4-2.6) in 2005 to 4.2 (95% CI 4.1-4.3) in 2021. The increase in incidence was rapid from 2005 to 2013, followed by a plateauing trend. From 2014-2019, the lifetime risk of HZ, excluding recurrent cases, was 36.5% (95% CI 35.5-37.4%). Municipal differences ranged from 34.4% (95% CI 32.5-36.4%) to 43.6% (95% CI 39.9-47.4%). Recurrence rates of HZ were 8.7% and 9.1% with follow-up periods of 5.5 and 10.5 years, respectively. Reported postherpetic neuralgia (PHN) cases increased five-fold over the study period. In 2019, 19% of all HZ patients developed HZ-related neuropathic pain; 13.6% had signs of persistent pain (> 90 days; i.e. PHN). An increased occurrence of cerebral and cardiovascular disease was observed in HZ patients. Among high-risk groups the occurrence of HZ peaked among those with inflammatory and autoimmune diseases. CONCLUSION: HZ and PHN risk in Sweden is comparable to that in other European countries prior to implementing HZ national vaccination programs. Municipal differences suggest that the lifetime risk of HZ in Sweden is at least 36.5%. CLINICAL TRIAL REGISTRATION: NCT Number ( www. CLINICALTRIALS: gov ).


What is the context?The varicella-zoster virus (VZV) can reactivate after primary infection and cause herpes zoster or shingles.Shingles is painful and mostly affects people aged > 50 years or those who have weakened immunity due to age, illness or medical treatments.The National Immunization Program (NIP) in Sweden does not currently include vaccination against shingles.We evaluated how often individuals from Västra Götaland Region, Sweden, experienced shingles and its complications.What is new?Overall, the number of shingles and PHN cases increased significantly from 2005 to 2021.We found that 14% of patients with shingles had pain persisting for > 3 months after a shingles episode.Most people developing shingles (about 70%) are healthy individuals without comorbidities, although those with underlying health issues have more risk of getting shingles.Over a follow-up period of 5.5 years, 8.7% of patients with shingles had more than one shingles episode.What is the impact?The occurrence of shingles and postherpetic neuralgia in Sweden is higher than what was reported previously and is comparable to other European countries before the implementation of shingles vaccination programmes.

16.
Artigo em Inglês | MEDLINE | ID: mdl-38276811

RESUMO

Rabies, caused by the Lyssavirus genus, is a highly lethal zoonotic disease transmitted by animals such as bats and domestic and wild carnivores to humans, claiming nearly 100% of lives. In Brazil, recent evidence suggests an increasing role of bats in human deaths from rabies, particularly in the Amazon region. This neglected tropical disease disproportionately affects impoverished and vulnerable populations in rural areas, where approximately 80% of human cases are concentrated. This article presents research conducted in riverine communities of the Tapajós/Arapiuns Extractive Reserve in Brazil to combat rabies in September 2022. The study adopted a participatory and collaborative approach, involving community members, healthcare professionals, and educators. Prioritizing proactive interventions, the health team administered prophylactic vaccinations to 30 individuals residing in communities exposed to the Lyssavirus. Educational activities focused on dispelling myths and raising awareness about preventive measures, with 100% of individuals reporting prior doubts about the disease, emphasizing the essential nature of the clarification, especially regarding preventive aspects. This study underscores the importance of community involvement, personalized interventions, and ongoing education to effectively combat rabies. By reinforcing public health policies and promoting health education, we can empower communities to take proactive measures in rabies prevention, leading to a reduction in incidence and an improvement in quality of life.


Assuntos
Quirópteros , Raiva , Animais , Humanos , Raiva/epidemiologia , Raiva/prevenção & controle , Qualidade de Vida , Zoonoses/prevenção & controle , Poder Psicológico
17.
Aten Primaria ; 56(3): 102814, 2024 Mar.
Artigo em Espanhol | MEDLINE | ID: mdl-38029654

RESUMO

OBJECTIVE: To analyse a prediction model for admissions and hospital emergencies based on Clinical Risk Groups, in a population of complex chronic patients demanding primary care. DESIGN: A multicentric retrospective observational study, of a cohort of chronic patients with comorbidity, from January until December 2013. PLACE: The study population was assigned to the Santa Pola and Raval health centres from the Health Department of Elche. PARTICIPANTS: Cohort of chronic patients with comorbidity, from January to December 2013. INTERVENTIONS: Data about the number of admissions, reasons and complexity level associated with the admission were collected by the review of medical records. MAIN MEASURES: To determine the level of complexity, the classification included in the chronicity strategy of the Valencian Community based on Clinical Risk Groups was used. RESULTS: Five hundred and four patients were recruited with a high complexity degree (N3) and 272 with moderate/low complexity (N1-N2). A higher comorbidity was observed in N3 patients with high complexity [Charlson 2.9 (DE 1.8) vs. 1.9 (DE 1.3); P<.001], and higher dependence degree for basic diary activities [Barthel 16.1 (n=81) vs. 7.3 (n=20); P<.001]. Association between the number of admissions [0.4 (DE 0.8) vs. 0.1 (DE 0.5); P<.001] and emergency visits [0.8 (DE 1.5) vs. 0.3 (DE 0.8), P<.001] was significatively higher in patients from N3 group than N1-N2 groups. CONCLUSIONS: The predictive capacity of CRG grouper showed high sensibility for the patient classification with a high degree of complexity. Its specificity and positive predictive value were lower for the association of the N3 complexity stratum.


Assuntos
Hospitalização , Atenção Primária à Saúde , Humanos , Fatores de Risco , Comorbidade , Estudos Retrospectivos
18.
J Affect Disord ; 347: 327-334, 2024 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-37992777

RESUMO

BACKGROUND: Depressed mood affects a significant number of patients with cancer, and can impair their quality of life and interfere with successful treatment. Our study aims to create a predictive model for identifying high-risk groups of depressed mood in cancer patients, offering a theoretical support for preventing depressed mood in these individuals. METHODS: The China Health and Retirement Longitudinal Study (CHARLS) provided the data for this research, which used CES-D as a tool to identify individuals with depressed mood. Influencing factors of depressed mood in cancer patients was analyzed using a binary logistic regression model. Using the Harvard Cancer Index, we classified the high-risk patients for depressed mood. RESULTS: In present study, 52.96 % of cancer patients met criteria for depressed mood based on the CES-D. Significant correlations were found between depressed mood and factors such as gender, self-rated health, sleep duration, exercise, satisfaction with family, residence, education, life satisfaction, and medical insurance. Utilizing the Harvard Cancer Index, we classified patients into five risk levels for depressed mood, revealing a significant variation in the number of depressive patients across these levels (x2=99.82, P < 0.05). Notably, the incidence of depressed mood increased with the risk level among cancer patients (x2=103.40, P < 0.05). LIMITATIONS: Lack of data on tumor typing and subgroups makes it unlikely to explore the specifics of depressed mood in patients with various types of cancer. CONCLUSION: The determinants of depressed mood in cancer patients are multi-dimensional. The Harvard Cancer Index may be helpful in identifying high-risk populations.


Assuntos
Neoplasias , Qualidade de Vida , Humanos , Estudos Longitudinais , Fatores de Risco , Escolaridade , Neoplasias/epidemiologia , Depressão/epidemiologia
19.
Vaccine ; 42(2): 146-155, 2024 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-38101955

RESUMO

BACKGROUND: A booster with bivalent COVID-19 vaccine was offered in the Netherlands in autumn, 2022. We aimed to investigate vaccine uptake during the autumn 2022 booster round among the population subgroups at risk for severe COVID-19 that were specifically targeted by this campaign: the medical risk group aged 18-59 years and individuals ≥ 60 years. We calculated booster uptake in both populations and analyzed determinants of booster uptake among those who had received at least one prior COVID-19 vaccination. METHODS: Having had an autumn 2022 booster dose was defined as having received a COVID-19 vaccination between 19 September 2022 and 7 March 2023. The study population included individuals who received at least one previous COVID-19 vaccination. National registries of sociodemographic determinants and COVID-19 vaccination were linked by a unique person identifier. Voting proportions for political parties were included at neighborhood level. Determinants of COVID-19 vaccine autumn booster uptake were ranked by importance by random forest analyses. RESULTS: Booster uptake was 68 % among those aged ≥ 60 and 30 % among those aged 18-59 years with a medical risk factor for severe disease. For both target groups the most important determinant for booster uptake was age (15 % in 18-29 years to 72 % in 80 + years). Voting proportions for progressive liberal political parties ranked second in the random forest analysis in both groups, with an increasing proportion of votes associated with higher uptake. In the 60 + group, household type ranked third, with highest vaccine uptake among married couples without children (72 %) and the lowest uptake among unmarried couples with children (47 %). In the medical risk group, migration status ranked third. Migrants with two parents born abroad had the lowest uptake (18 %), whereas migrants with both parents born in the Netherlands had the highest uptake (35 %). CONCLUSION: The target group of people aged ≥ 60 years was much better reached than the target group of people with a medical risk aged 18-59 years. Uptake varied considerably among subgroups in both target groups. The findings of this study can be used in future vaccination strategies as well as for further research to better understand the drivers and barriers of vaccine uptake among the subgroups with notably low uptake.


Assuntos
COVID-19 , Criança , Humanos , Idoso , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Países Baixos/epidemiologia , Doença Crônica , Pais , Vacinação
20.
Anticancer Res ; 44(1): 213-219, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38160003

RESUMO

BACKGROUND/AIM: According to the European Society for Medical Oncology (ESMO) and National Comprehensive Cancer Network (NCCN) recommendations, sunitinib is one of the recommended regimens for favorable and intermediate-risk metastatic renal cell carcinoma (mRCC) patients. The objective of this study was to evaluate sunitinib efficacy as a first-line treatment for mRCC patients with favorable/intermediate prognostic risk in a real-world setting. PATIENTS AND METHODS: Patients diagnosed with mRCC and confirmed as appropriate candidates for the first-line systemic treatment were included in this retrospective study. The prognostic risk was evaluated according to the model of the International Metastatic RCC Database Consortium (IMDC). RESULTS: Patients received sunitinib as a first-line treatment. A total of 94 patients were enrolled from 2019 to the 2020and 67 of them were included in the detailed analysis. Median progression-free survival (PFS) was 23.4 (95%CI=17.3-29.5), and median overall survival (OS) was 66 months (95%CI=44.9-87.1). The age over 60 years was a significant negative predictor for PFS and OS. Regarding the IMDC model for disease risk prediction, the number of two risk factors in the intermediate risk group was a significant predictor for a shorter response to the first-line therapy. CONCLUSION: Sunitinib is an effective tyrosine kinase inhibitor, which can be used as a first-line treatment in favorable/intermediate-risk groups of patients with mRCC, especially in countries where novel systemic treatment modalities are not yet available.


Assuntos
Antineoplásicos , Carcinoma de Células Renais , Neoplasias Renais , Estados Unidos , Humanos , Pessoa de Meia-Idade , Carcinoma de Células Renais/patologia , Sunitinibe/uso terapêutico , Neoplasias Renais/patologia , Antineoplásicos/uso terapêutico , Estudos Retrospectivos , Lituânia , National Cancer Institute (U.S.) , Intervalo Livre de Doença , Prognóstico
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