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1.
Ann Clin Biochem ; : 45632231163425, 2023 Mar 14.
Статья в английский | MEDLINE | ID: covidwho-2258769

Реферат

INTRODUCTION: Triage of patients with suspected colorectal cancer (CRC) utilises a single faecal immunochemical test (FIT) at a defined threshold. Limited evidence exists regarding whether replicate FIT improves the positive and negative predictive value in symptomatic patients. This study examines urgently referred symptomatic patients undergoing replicate FIT. Primary aim is to assess two FITs and CRC/serious bowel disease. Secondary aims are to determine correlation and utility of replicate FIT. METHODOLOGY: Patients carried out one additional FIT during COVID-19 pandemic. FIT 1 and FIT 2 (the replicate sample) were analysed in relation to symptoms, diagnoses, investigations, future colonoscopy and missed CRC. Study period was 01/03/2020-31/07/2020. Three subgroups were compared; double positive (≥10 µg Hb/g faeces), double negative, and discordant FIT (one positive). RESULTS: 111 patients had replicate FIT (50 male, 61 female). 43 (38.7%) patients had double negative, 32 (28.8%) double positive and 36 (32.4%) had discordant FITs. Median time between FITs was 14 days (IQR = 11-19). 83% of double positive patients underwent colonoscopy/virtual colonoscopy (61% in double negative patients). Six CRC and one high-risk polyp were in double positive patients (none in other groups). One discordant patient was not investigated and a CRC missed. CONCLUSIONS: Replicate FIT as a triage strategy appears most effective where both FITs are negative. CRC risk is low when FIT results are discordant. Double negative FITs are reassuring given benign associated diagnoses, or for patients where endoscopic investigation is high-risk. Larger studies are required to evaluate discordant FITs, enabling refinement of urgent investigation pathways.

2.
Int J Mol Sci ; 23(7)2022 Mar 30.
Статья в английский | MEDLINE | ID: covidwho-2216285

Реферат

Mapping non-canonical cellular pathways affected by approved medications can accelerate drug repurposing efforts, which are crucial in situations with a global impact such as the COVID-19 pandemic. Fluoxetine and fluvoxamine are well-established and widely-used antidepressive agents that act as serotonin reuptake inhibitors (SSRI-s). Interestingly, these drugs have been reported earlier to act as lysosomotropic agents, inhibitors of acid sphingomyelinase in the lysosomes, and as ligands of sigma-1 receptors, mechanisms that might be used to fight severe outcomes of COVID-19. In certain cases, these drugs were administered for selected COVID-19 patients because of their antidepressive effects, while in other cases, clinical studies were performed to assess the effect of these drugs on treating COVID-19 patients. Clinical studies produced promising data that encourage the further investigation of fluoxetine and fluvoxamine regarding their use in COVID-19. In this review, we summarize experimental data and the results of the performed clinical studies. We also provide an overview of previous knowledge on the tissue distribution of these drugs and by integrating this information with the published experimental results, we highlight the real opportunity of using these drugs in our fight against COVID-19.


Тема - темы
COVID-19 Drug Treatment , Fluvoxamine , Antidepressive Agents/pharmacology , Antidepressive Agents/therapeutic use , Fluoxetine/pharmacology , Fluoxetine/therapeutic use , Fluvoxamine/pharmacology , Fluvoxamine/therapeutic use , Humans , Pandemics , SARS-CoV-2 , Selective Serotonin Reuptake Inhibitors/pharmacology , Selective Serotonin Reuptake Inhibitors/therapeutic use
3.
Antioxidants (Basel) ; 11(11)2022 Oct 27.
Статья в английский | MEDLINE | ID: covidwho-2123498

Реферат

As a kind of medicine and food homologous plant, kudzu root (Pueraria lobata (Willd.) Ohwi) is called an "official medicine" in Chinese folk medicine. Puerarin is the main active component extracted from kudzu root, and its structural formula is 8-ß-D-grapes pyranose-4, 7-dihydroxy isoflavone, with a white needle crystal; it is slightly soluble in water, and its aqueous solution is colorless or light yellow. Puerarin is a natural antioxidant with high health value and has a series of biological activities such as antioxidation, anti-inflammation, anti-tumor effects, immunity improvement, and cardio-cerebrovascular and nerve cell protection. In particular, for the past few years, it has also been extensively used in clinical study. This review focuses on the antioxidant activity of puerarin, the therapy of diverse types of inflammatory diseases, various new drug delivery systems of puerarin, the "structure-activity relationship" of puerarin and its derivatives, and pharmacokinetic and clinical studies, which can provide a new perspective for the puerarin-related drug research and development, clinical application, and further development and utilization.

4.
Front Immunol ; 13: 967215, 2022.
Статья в английский | MEDLINE | ID: covidwho-2043446
5.
Her Russ Acad Sci ; 92(4): 456-463, 2022.
Статья в английский | MEDLINE | ID: covidwho-2008782

Реферат

The COVID-19 pandemic has served as a catalyst for a whole layer of scientific research, including in Russia, where, since 2020, international multicenter studies have been conducted on the impact of the coronavirus infection on the course of oncological diseases, as well as on the development and application of new clinical methods in oncology. In the years 2020-2022, new methods of nuclear medicine based on the targeted effect of ionizing radiation of radiopharmaceuticals began to be actively developed, in particular, new domestic radiopharmaceuticals (RPs) for diagnostics and therapy and methods of intra-arterial radioembolization developed by RPs with 90Y and 188Re of primary and metastatic tumors of various localization. New methods of radiation therapy have been introduced into clinical practice, including remote radiation therapy with "fast" neutrons, which makes it possible to overcome the resistance of a tumor to radiation and drug treatment. In addition, the search for and introduction into clinical practice of new approaches in the field of gene therapy and the use of oncolytic viruses continues. Platforms for complex pharmacogenomic analysis based on global knowledge and deep machine learning are being used in Russia, allowing for the precise selection of the most effective therapy. New multidisciplinary technologies are being developed.

6.
Neurosci Biobehav Rev ; 140: 104755, 2022 09.
Статья в английский | MEDLINE | ID: covidwho-1907603

Реферат

The need for assessment of social skills in clinical and neurotypical populations has led to the widespread, and still increasing use of the 'Reading the Mind in the Eyes Test' (RMET) developed more than two decades ago by Simon Baron-Cohen and colleagues for evaluation of social cognition in autism. By analyzing most recent clinical and brain imaging data, we illuminate a set of factors decisive for using the RMET. Converging evidence indicates: (i) In neurotypical individuals, RMET scores are tightly correlated with other social skills (empathy, emotional intelligence, and body language reading); (ii) The RMET assesses recognition of facial affect, but also heavily relies on receptive language skills, semantic knowledge, and memory; (iii) RMET performance is underwritten by the large-scale ensembles of neural networks inside and well-outside the social brain; (iv) The RMET is limited in its capacity to differentiate between neuropsychiatric conditions as well as between stages and severity of a single disorder, though it reliably distinguishes individuals with altered social cognition or elevated pathological traits from neurotypical persons; (v) Merely gender (as a social construct) rather than neurobiological sex influences performance on the RMET; (vi) RMET scores do not substantially decline in healthy aging, and they are higher with higher education level, cognitive abilities, literacy, and mental well-being; (vii) Accuracy on the RMET, and engagement of the social brain, are greater when emotions are expressed and recognized by individuals with similar cultural/ethnic background. Further research is required to better inform usage of the RMET as a tool for swift and reliable examination of social cognition. In light of comparable visual input from the RMET images and faces covered by masks due to COVID-19 regulations, the analysis is of value for keeping efficient social interaction during the current pandemic, in particular, in professional settings related to social communication.


Тема - темы
COVID-19 , Theory of Mind , Cognition , Emotions , Empathy , Humans , Intelligence Tests
7.
J Med Internet Res ; 24(5): e31231, 2022 05 03.
Статья в английский | MEDLINE | ID: covidwho-1875270

Реферат

BACKGROUND: Social media recruitment for clinical studies holds the promise of being a cost-effective way of attracting traditionally marginalized populations and promoting patient engagement with researchers and a particular study. However, using social media for recruiting clinical study participants also poses a range of ethical issues. OBJECTIVE: This study aims to provide a comprehensive overview of the ethical benefits and risks to be considered for social media recruitment in clinical studies and develop practical recommendations on how to implement these considerations. METHODS: On the basis of established principles of clinical ethics and research ethics, we reviewed the conceptual and empirical literature for ethical benefits and challenges related to social media recruitment. From these, we derived a conceptual framework to evaluate the eligibility of social media use for recruitment for a specific clinical study. RESULTS: We identified three eligibility criteria for social media recruitment for clinical studies: information and consent, risks for target groups, and recruitment effectiveness. These criteria can be used to evaluate the implementation of a social media recruitment strategy at its planning stage. We have discussed the practical implications of these criteria for researchers. CONCLUSIONS: The ethical challenges related to social media recruitment are context sensitive. Therefore, social media recruitment should be planned rigorously, taking into account the target group, the appropriateness of social media as a recruitment channel, and the resources available to execute the strategy.


Тема - темы
Social Media , Ethical Analysis , Ethics, Research , Humans , Research Personnel
8.
Rev Colomb Obstet Ginecol ; 72(4): 377-395, 2021 12 30.
Статья в английский, испанский | MEDLINE | ID: covidwho-1863473

Реферат

Objective: The COVID-19 pandemic has imposed a great challenge on health research because of the pressing need to respond promptly and effectively to this crisis situation. It is important to offer a high level perspective of the main barriers and facilitators found when conducting health science studies during the COVID-19 crisis and to discuss the research initiatives suggested by global, regional or local health research authorities. Materials and methods: A systematic scoping review was carried out. A literature search was conducted in the Medline, Cochrane Library, Lilacs and Google Scholar databases. Original research studies, review and opinion articles and editorials available in full text published in Spanish, English or Portuguese between January 2020 and May 2021 were included. Two authors working independently selected the papers and collected the data. The barriers and facilitators identified were described and organized in four categories according to the literature: sociocultural, administrative, organizational and methodological. Official documents and communications from global, regional and local health and research authorities were also included. Results are presented in narrative and table form. Results: Overall, 26 documents were selected for data analysis and synthesis. The barriers most frequently mentioned in the literature include issues with access to participants, ethics committees paperwork, biological risk for the researchers, and lack of inter and intra-institutional coordination. On the other hand, the facilitators identified include the adoption of on-line solutions, cooperative work among research actors, and a more flexible informed consent process. Regarding the initiatives disseminated by health and research authorities, four strategies were identified: prioritization of research questions, cooperation and inclusion promotion, fight against infodemia, and strengthening of the methodological quality of the studies. Conclusions: Continued cooperation and interoperability among institutions, countries and disciplines to facilitate future research processes is a challenge in the context of the pandemic; similarly, it is now important to maintain open science and funding of cooperative studies when other priorities emerge. Likewise, there is an evident need to develop and sustain efficient information management systems to help with decision-making. Ongoing review of the effects of the pandemic on health research practice is needed in order to gain comprehensive insights of what we need to learn as a society from this crisis.


Objetivo: la pandemia ocasionada por el Covid-19 ha significado un gran desafío para la investigación en salud por la necesidad de dar una respuesta oportuna y efectiva a esta situación de crisis. Es importante proveer una visión panorámica sobre las principales barreras y facilitadores encontrados en la conducción de estudios en ciencias de la salud durante la crisis del Covid-19, así como también de las iniciativas en investigación sugeridas por autoridades en salud de investigación a nivel global, regional o local. Materiales y métodos: se desarrolló una revisión sistemática de alcance. Se hizo una búsqueda de la literatura en Medline, Cochrane library, Lilacs y Google Scholar. Se incluyeron estudios de investigación originales, artículos de revisión, de opinión y editoriales disponibles en texto completo, publicados entre enero de 2020 y mayo de 2021 en español, inglés o portugués. Se hizo selección de los documentos y extracción de los datos por dos autores de manera independiente. Las barreras y facilitadores identificados fueron descritos y organizados en cuatro categorías a partir de la literatura: socioculturales, administrativos, organizacionales y metodológicos. Asimismo, se incluyeron documentos y comunicados oficiales de autoridades en salud e investigación a nivel global, regional y local. Los resultados se presentan de manera narrativa y en tablas. Resultados: se seleccionaron 26 documentos para el análisis y síntesis de la información. Las barreras mencionadas más frecuentemente en la literatura incluyen las dificultades en cuanto al acceso a los participantes, a los trámites asociados a los comités de ética; así como el riesgo biológico para los investigadores y la falta de coordinación inter e intrainstitucional. Por su parte, los facilitadores identificados incluyen la adopción de soluciones virtuales, el trabajo cooperativo entre los actores de la investigación y la flexibilidad en el proceso de obtención del consentimiento informado. Frente a las iniciativas difundidas por las autoridades en salud e investigación, se identificaron cuatro estrategias relacionadas con la priorización de preguntas de investigación, el fomento de la cooperación y la inclusión en la investigación, la lucha contra la infodemia y el fortalecimiento de la calidad metodológica de los estudios. Conclusiones: para la investigación en el contexto de la pandemia representa un desafío continuar con la cooperación e interoperabilidad entre las instituciones, los países y las disciplinas, con el fin de facilitar los procesos investigativos en el futuro; del mismo modo, cobra importancia mantener la ciencia abierta y la financiación de estudios cooperativos cuando surjan otras prioridades. Asimismo, es evidente la necesidad de desarrollar y sostener mecanismos que gestionen la información de manera eficiente para la toma de decisiones. Se requiere evaluar de manera continua los efectos que ha dejado esta pandemia en la práctica de la investigación en ciencias de la salud para comprender de manera integral lo que debemos aprender como sociedad a partir de las crisis.


Тема - темы
COVID-19 , Humans , SARS-CoV-2
9.
Ann Med ; 54(1): 1488-1499, 2022 12.
Статья в английский | MEDLINE | ID: covidwho-1860599

Реферат

BACKGROUND: Accumulating data suggest antiviral effects of povidone-iodine against the Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus. This narrative review aims to examine the antiviral mechanisms of povidone-iodine, efficacy of povidone-iodine against the SARS-CoV-2 virus, and safety of povidone-iodine to human epithelial cells and thyroid function. METHODS: We searched the electronic databases PubMed, Embase, Cochrane Library, ClinicalTrials.gov and World Health Organization's International Clinical Trials Registry Platform for articles containing the keywords "povidone-iodine", "SARS-CoV-2" and "COVID-19" from database inception till 3 June 2021. RESULTS: Despite in vitro data supporting the anti-SARS-CoV-2 effects of povidone-iodine, findings from clinical studies revealed differences in treatment response depending on study settings (healthy vs. hospitalized individuals), treatment target (nasal vs. oral vs. pharynx), method of administration (oral rinse vs. gargle vs. throat spray) and choice of samples used to measure study endpoints (nasopharyngeal vs. saliva). One large-scale clinical trial demonstrated reduction in the incidence of SARS-CoV-2 infection among participants who administered povidone-iodine 3 times daily during an active outbreak. Povidone-iodine is also used to disinfect the oro-pharyngeal space prior to dental or otolaryngology procedures. Although existing data suggest minimal impact of povidone-iodine on thyroid function, high-quality safety data are presently lacking. CONCLUSIONS: Povidone-iodine application to the oropharyngeal space could complement existing non-pharmacological interventions to reduce SARS-CoV-2 infection especially in high exposure settings.Key messagesAccumulating data suggest antiviral effects of povidone-iodine against the SARS-CoV-2 virus.Findings from clinical studies reveal differences in treatment response depending on study settings, treatment target, method of administration and choice of samples used to measure study endpoints. One large-scale clinical trial observed reduction in the incidence of SARS-CoV-2 infection among participants who administered povidone-iodine 3 times daily during an active outbreak.Povidone-iodine application to the oropharyngeal space could complement existing non-pharmacological interventions to reduce SARS-CoV-2 infection especially in high exposure settings.


Тема - темы
COVID-19 , Povidone-Iodine , Antiviral Agents/therapeutic use , Humans , Mouthwashes/pharmacology , Mouthwashes/therapeutic use , Povidone-Iodine/pharmacology , Povidone-Iodine/therapeutic use , SARS-CoV-2
10.
Pulm Circ ; 12(1): e12051, 2022 Jan.
Статья в английский | MEDLINE | ID: covidwho-1813593

Реферат

Pulmonary arterial hypertension (PAH) is a progressive, ultimately fatal cardiopulmonary disease associated with a number of physiologic changes, which is believed to result in imbalances in the intestinal microbiota. To date, comprehensive investigational analysis of the intestinal microbiota in human subjects is still limited. To address this, we performed a pilot study of the intestinal microbiome in 20 PAH and 20 non-PAH healthy control subjects, recruited from a single center, with each PAH subject recruited simultaneously with a cohabitating non-PAH control subject. Shotgun metagenomic sequencing was used to analyze the microbiome profiles. There were no differences between PAH and non-PAH subjects across several measures of microbial abundance and diversity (Alpha Diversity, Beta Diversity, F/B ratio). The relative abundance of Lachnospiraceae bacterium GAM79 was lower in PAH stool samples as compared to non-PAH control subject' stool. There was no strong or reproducible association between PAH disease severity and global microbial abundance, but several bacterial species (a relative abundance of Anaerostipes rhamnosivorans and a relative deficiency of Amedibacterium intestinale, Ruminococcus bicirculans, and Ruminococcus albus species were associated with disease severity (most proximal right heart catheterization hemodynamics and six-minute walk test distance) in PAH subjects. Our results support further investigation into the presence, significance, and potential physiologic effects of a PAH-specific intestinal microbiome.

11.
Curr Top Med Chem ; 22(16): 1346-1368, 2022.
Статья в английский | MEDLINE | ID: covidwho-1775537

Реферат

Vitamin D is a hormone involved in the regulation of important biological processes such as signal transduction, immune response, metabolic regulation and also in the nervous and vascular systems. To date, coronavirus disease 2019 (COVID-19) infection does not have a specific treatment. However, various drugs have been proposed, including those that attenuate the intense inflammatory response, and recently, the use of vitamin D, in clinical trials, as part of the treatment of COVID-19 has provided promising results. It has been observed in some clinical studies that the use of cholecalciferol (vitamin D3) and its two metabolites the circulating form, calcidiol or calcifediol (25-hydroxycalciferol, 25-(OH)-D), and the active form, calcitriol (1,25-(OH)2-D), in different doses, improve the clinical manifestations, prognosis, and survival of patients infected with COVID-19 probably because of its anti-inflammatory, antiviral and lung-protective action. In relation to the central nervous system (CNS) it has been shown, in clinical studies, that vitamin D is beneficial in some neurological and psychiatric conditions because of its anti-inflammatory and antioxidant properties, modulation of neurotransmitters actions, and regulation of calcium homeostasis between other mechanisms. It has been shown that COVID-19 infection induces CNS complications such as headache, anosmia, ageusia, neuropathy, encephalitis, stroke, thrombosis, cerebral hemorrhages, cytotoxic lesions, and psychiatric conditions and it has been proposed that the use of dietary supplements, as vitamin and minerals, can be adjuvants in this disease. In this review, the evidence of the possible role of vitamin D, and its metabolites, as a protector against the neurological manifestations of COVID-19 was summarized.


Тема - темы
COVID-19 Drug Treatment , Vitamin D , Calcifediol/therapeutic use , Cholecalciferol , Humans , Neuroprotection , Vitamin D/metabolism , Vitamin D/pharmacology , Vitamin D/therapeutic use , Vitamins/pharmacology , Vitamins/therapeutic use
12.
Journal of Applied Pharmaceutical Science ; 12(2):10-14, 2022.
Статья в английский | Scopus | ID: covidwho-1702127

Реферат

The focal purpose of this review article is to provide ample information on the different clinical studies conducted in some countries in the Asian region on the utilization of the antiviral drug, Remdesivir, for coronavirus disease 2019 (COVID-19). COVID-19 is caused by severe acute respiratory syndrome coronavirus 2 and has spread in most countries in 2020. Common symptoms of this disease include fever, cough, fatigue, and diarrhea. Certain medicinal agents are being studied to treat COVID-19. One of these medicinal agents is Remdesivir, which is an antiviral agent that is an adenosine nucleotide, which could impede the viral RNA polymerase enzyme. There were countries in the regions of Asia that conducted clinical studies on the use of Remdesivir as an antiviral therapy for COVID-19 infections. Asian countries such as Japan and South Korea permitted the employment of it as a medicinal agent for COVID-19 disease. In other countries in the region, Remdesivir is on phase 3 clinical trial. Doses of 100–200 mg/kg intravenous route could improve clinical outcomes of patients infected with COVID-19 in clinical trial settings. Thus, Remdesivir is a potential antiviral commodity that can be used to treat COVID-19 infections and opted to be wholly established. © 2022. Querequincia and Faller. This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International Licensee (https://creativecommons.org/licenses/by/4.0/).

13.
Int J Mol Sci ; 23(3)2022 Feb 07.
Статья в английский | MEDLINE | ID: covidwho-1686815

Реферат

Quantitative and functional analysis of mononuclear leukocyte populations is an invaluable tool to understand the role of the immune system in the pathogenesis of a disease. Cryopreservation of mononuclear cells (MNCs) is routinely used to guarantee similar experimental conditions. Immune cells react differently to cryopreservation, and populations and functions of immune cells change during the process of freeze-thawing. To allow for a setup that preserves cell number and function optimally, we tested four different cryopreservation media. MNCs from 15 human individuals were analyzed. Before freezing and after thawing, the distribution of leukocytes was quantified by flow cytometry. Cultured cells were stimulated using lipopolysaccharide, and their immune response was quantified by flow cytometry, quantitative polymerase chain reaction (qPCR), and enzyme-linked immunosorbent assay (ELISA). Ultimately, the performance of the cryopreservation media was ranked. Cell recovery and viability were different between the media. Cryopreservation led to changes in the relative number of monocytes, T cells, B cells, and their subsets. The inflammatory response of MNCs was altered by cryopreservation, enhancing the basal production of inflammatory cytokines. Different cryopreservation media induce biases, which needs to be considered when designing a study relying on cryopreservation. Here, we provide an overview of four different cryopreservation media for choosing the optimal medium for a specific task.


Тема - темы
Cell Culture Techniques/methods , Cryopreservation/methods , Leukocytes, Mononuclear/cytology , Cell Survival , Cells, Cultured , Female , Flow Cytometry , Humans , Leukocyte Count , Leukocytes, Mononuclear/metabolism , Male
14.
Telemed J E Health ; 28(9): 1386-1392, 2022 09.
Статья в английский | MEDLINE | ID: covidwho-1607168

Реферат

Objectives: To evaluate physician's opinion and availability to participate in mHealth-related clinical studies with patient recruitment and assessment via telemedicine and to identify characteristics associated with the willingness to participate. Methods: Cross-sectional, observational study, based on an anonymous web survey conducted in May-Jun of 2020 to 237 physicians, from Portugal and Spain that collaborated with an asthma mHealth project (INSPIRERS). Results: Response rate was 51% (n = 120). Most (74%, n = 89) physicians were available to participate in such studies, but 62% anticipated lower recruiting capacity and 40% increased difficulty in obtaining quality data. Physicians aged ≤40 years, from secondary care (vs. general practitioners) and that used apps in personal life or clinical practice were more likely to be available. Conclusions: Three-quarters of the physicians were available to participate in mHealth-related clinical studies with patient recruitment and assessment through telemedicine. Age group, medical specialty, and app use were associated with the willingness to participate.


Тема - темы
COVID-19 , General Practitioners , Mobile Applications , Telemedicine , COVID-19/epidemiology , Cross-Sectional Studies , Humans , Pandemics
15.
Int J Med Inform ; 159: 104679, 2022 03.
Статья в английский | MEDLINE | ID: covidwho-1587602

Реферат

PURPOSE: The advent of clinically adapted machine learning algorithms can solve numerous problems ranging from disease diagnosis and prognosis to therapy recommendations. This systematic review examines the performance of machine learning (ML) algorithms and evaluates the progress made to date towards their implementation in clinical practice. METHODS: Systematic searching of databases (PubMed, MEDLINE, Scopus, Google Scholar, Cochrane Library and WHO Covid-19 database) to identify original articles published between January 2011 and October 2021. Studies reporting ML techniques in clinical practice involving humans and ML algorithms with a performance metric were considered. RESULTS: Of 873 unique articles identified, 36 studies were eligible for inclusion. The XGBoost (extreme gradient boosting) algorithm showed the highest potential for clinical applications (n = 7 studies); this was followed jointly by random forest algorithm, logistic regression, and the support vector machine, respectively (n = 5 studies). Prediction of outcomes (n = 33), in particular Inflammatory diseases (n = 7) received the most attention followed by cancer and neuropsychiatric disorders (n = 5 for each) and Covid-19 (n = 4). Thirty-three out of the thirty-six included studies passed more than 50% of the selected quality assessment criteria in the TRIPOD checklist. In contrast, none of the studies could achieve an ideal overall bias rating of 'low' based on the PROBAST checklist. In contrast, only three studies showed evidence of the deployment of ML algorithm(s) in clinical practice. CONCLUSIONS: ML is potentially a reliable tool for clinical decision support. Although advocated widely in clinical practice, work is still in progress to validate clinically adapted ML algorithms. Improving quality standards, transparency, and interpretability of ML models will further lower the barriers to acceptability.


Тема - темы
COVID-19 , Algorithms , Humans , Logistic Models , Machine Learning , SARS-CoV-2
16.
Open Forum Infect Dis ; 8(12): ofab517, 2021 Dec.
Статья в английский | MEDLINE | ID: covidwho-1570092

Реферат

BACKGROUND: The inFLUenza Patient-Reported Outcome Plus (FLU-PRO Plus) is a patient-reported outcome data collection instrument assessing symptoms of viral respiratory tract infections across 8 body systems. This study evaluated the measurement properties of FLU-PRO Plus in a study enrolling individuals with coronavirus disease 2019 (COVID-19). METHODS: Data from a prospective cohort study (EPICC) in US Military Health System beneficiaries evaluated for COVID-19 was utilized. Adults with symptomatic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection with FLU-PRO Plus survey information within 1 week of symptom onset were included. Reliability of FLU-PRO Plus was estimated using intraclass correlation coefficient (ICC; 2 days' reproducibility). Known-groups validity was assessed using patient global assessment (PGA) of disease severity. Patient report of return to usual health was used to assess responsiveness (day 1-6/7). RESULTS: Two hundred twenty-six SARS-CoV-2-positive participants were included in the analysis. Reliability among those who reported no change in their symptoms from one day to the next was high for most domains (ICC range, 0.68-0.94 for day 1 to day 2). Construct validity was demonstrated by moderate to high correlation between the PGA rating of disease severity and domain and total scores (eg, total scores correlation: 0.69 [influenza-like illness severity], 0.69 [interference in daily activities], and -0.58 [physical health]). In addition, FLU-PRO Plus demonstrated good known-groups validity, with increasing domain and total scores observed with increasing severity ratings. CONCLUSIONS: FLU-PRO Plus performs well in measuring signs and symptoms in SARS-CoV-2 infection with excellent construct validity, known-groups validity, and responsiveness to change. Standardized data collection instruments facilitate meta-analyses, vaccine effectiveness studies, and other COVID-19 research activities.

17.
Polymers (Basel) ; 13(22)2021 Nov 09.
Статья в английский | MEDLINE | ID: covidwho-1512547

Реферат

Collagen, an abundant extracellular matrix protein, has been found to have a lot of pharmaceuticals, medicine, food, and cosmetics applications. Increased knowledge of collagen sources, extraction techniques, structure, and properties in the last decades has helped develop more collagen-based products and tissue engineering biomaterials. Collagen products have been playing an important role in benefiting the health of the human body, especially for aging people. In this paper, the effects of collagen treatment in different clinical studies including skin regeneration, bone defects, sarcopenia, wound healing, dental therapy, gastroesophageal reflux, osteoarthritis, and rheumatoid arthritis have been reviewed. The collagen treatments were significant in these clinical studies. In addition, the associations between these diseases were discussed. The comorbidity of these diseases might be closely related to collagen deficiency, and collagen treatment might be a good choice when a patient has more than one of these diseases, including the coronavirus disease 2019 (COVID-19). It concludes that collagen-based medication is useful in treating comorbid diseases and preventing complications.

18.
Adv Respir Med ; 89(5): 548-549, 2021.
Статья в английский | MEDLINE | ID: covidwho-1478371
19.
Front Pharmacol ; 12: 655063, 2021.
Статья в английский | MEDLINE | ID: covidwho-1430715

Реферат

Background: The outbreak of new coronavirus has tremendously threatened the public health system worldwide, including China. Chinese patent medicines (CPMs) have greatly contributed to the prevention and treatment of this viral infection, as well as the recovery of patients with COVID-19 infection. Therefore, numerous experts and guidelines recommend to take CPMs to treat pneumonia due to COVID-19. Aim of the Study: The present study reviewed CPMs recommended by the < Guidelines for diagnosis and management of COVID-19 (8th edition)> regarding evidence of their efficacy from clinical studies and the underlying mechanisms, which will lay the foundation for clinical use of these CPMs for COVID-19. Methods: The composition, efficacy, indications, history of use, and relevant clinical research on 14 recommended CPMs, including Huoxiangzhengqi capsules (pills, liquid, oral solution), Jinhuaqinggan granules, Lianhuaqingwen capsules (granules), Shufengjiedu capsules, Xiyanping injections, Xuebijing injections, Reduning injections, Tanreqing injections, Xingnaojing injections, Shenfu injections, Shengmai injections, Angongniuhuang pills, Suhexiang pills, were searched in both Chinese and English databases based on differences in stages of the disease and manifestations of such patients. Advantages of these CPMs over conventional treatments and their underlying mechanisms were explored by analyzing results from published articles and undergoing clinical trials. Results: Findings from clinical studies and Chinese experience in using these CPMs showed that CPMs, when used in combination with conventional treatments, were effective in managing COVID-19 with few side effects. Conclusion: CPMs have excellent efficacy in managing COVID-19 with a great potential for clinical use.

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