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1.
Sci Rep ; 14(1): 10024, 2024 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-38693311

RESUMEN

Patients with stroke may develop hyperperfusion after a successful endovascular thrombectomy (EVT). However, the relationship between post-EVT hyperperfusion and clinical outcomes remains unclear and requires further clarification. We reviewed consecutive patients with anterior circulation occlusion who were successfully recanalized with EVT. Based on post-EVT arterial spin-labeling images, hyperperfusion was categorized as follows: global hyperperfusion (GHP), increased cerebral blood flow (CBF) in ≥ 50% of the culprit vessel territory; focal hyperperfusion (FHP), increased CBF in < 50% of the culprit vessel territory; no hyperperfusion (NHP), no discernible CBF increase. Factors associated with hyperperfusion were assessed, and clinical outcomes were compared among patients under different hyperperfusion categories. Among 131 patients, 25 and 40 patients developed GHP and FHP, respectively. Compared to other groups, the GHP group had worse National Institutes of Health Stroke Scale score (GHP vs. NHP/FHP, 18.1 ± 7.4 vs. 12.3 ± 6.0; p < 0.001), a larger post-EVT infarct volume (98.9 [42.3-132.7] vs. 13.5 [5.0-34.1] mL; p < 0.001), and a worse 90-day outcome (modified Rankin Scale, 3 [1-4] vs. 2 [0-3]; p = 0.030). GHP was independently associated with infarct volume (B = 0.532, standard error = 0.163, p = 0.001), and infarct volume was a major mediator of the association of GHP with unfavorable outcomes (total effect: ß = 0.176, p = 0.034; direct effect: ß = 0.045, p = 0.64; indirect effect: ß = 0.132, p = 0.017). Patients presenting with post-EVT GHP had poorer neurological prognosis, which is likely mediated by a large infarct volume.


Asunto(s)
Circulación Cerebrovascular , Procedimientos Endovasculares , Accidente Cerebrovascular Isquémico , Trombectomía , Humanos , Trombectomía/métodos , Trombectomía/efectos adversos , Masculino , Femenino , Anciano , Accidente Cerebrovascular Isquémico/cirugía , Procedimientos Endovasculares/métodos , Persona de Mediana Edad , Resultado del Tratamiento , Anciano de 80 o más Años , Estudios Retrospectivos
2.
iScience ; 27(1): 108763, 2024 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-38261926

RESUMEN

Respiratory syncytial virus (RSV) is a global healthcare problem, causing respiratory illness in young children and elderly individuals. Our knowledge of the host pathways that define susceptibility to infection and disease severity are limited. Hypoxia inducible factors (HIFs) define metabolic responses to low oxygen and regulate inflammatory responses in the lower respiratory tract. We demonstrate a role for HIFs to suppress RSV entry and RNA replication. We show that hypoxia and HIF prolyl-hydroxylase inhibitors reduce the expression of the RSV entry receptor nucleolin and inhibit viral cell-cell fusion. We identify a HIF regulated microRNA, miR-494, that regulates nucleolin expression. In RSV-infected mice, treatment with the clinically approved HIF prolyl-hydroxylase inhibitor, Daprodustat, reduced the level of infectious virus and infiltrating monocytes and neutrophils in the lung. This study highlights a role for HIF-signalling to limit multiple aspects of RSV infection and associated inflammation and informs future therapeutic approaches for this respiratory pathogen.

3.
Medicine (Baltimore) ; 103(4): e36766, 2024 Jan 26.
Artículo en Inglés | MEDLINE | ID: mdl-38277538

RESUMEN

Hearing loss is considered one of the most common symptoms of aging worldwide, and age-related hearing loss is one of the three major chronic illnesses that affect older adults. This study examined social isolation among age-related hearing loss patients and its influencing factors. This cross-sectional descriptive study collected data from older adults with hearing loss from March 2019 to February 2020 at a university hospital. Social isolation, subjective hearing handicap, and communication-related life satisfaction were measured using a structured questionnaire. Objective hearing function was evaluated using an audiometer (Madsen Asterao 2). The independent t test, one-way analysis of variance, and multiple linear regression analysis were used to analyze the data. The Strengthening the Reporting of Observational Studies in Epidemiology checklist was used for reporting this study. Almost half (49.9%) of 203 age-related hearing loss patients aged 60 to 92, with a mean age of 71.6 ±â€…7.95 years, experienced social isolation. Factors predicting social isolation were communication-related life satisfaction (P < .001), religiosity (P = 001), experience using hearing aids (P = .006), and subjective hearing handicap (P = .047). The explanatory power of the model was 58.2%. Interventions to reduce social isolation among age-related hearing loss patients should be implemented in an effort to develop effective, appropriate, and comprehensive strategies targeting this high-risk group.


Asunto(s)
Sordera , Audífonos , Presbiacusia , Anciano , Humanos , Persona de Mediana Edad , Estudios Transversales , Audición , Aislamiento Social , Encuestas y Cuestionarios , Anciano de 80 o más Años
4.
Eur Radiol ; 34(2): 1167-1175, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37581662

RESUMEN

OBJECTIVES: This study aimed to identify the 100 most-cited and 100 most-mentioned coronavirus disease-2019 (COVID-19)-related radiological articles and compare their characteristics. MATERIALS AND METHODS: We searched the Web of Science and Altmetric.com using the search terms "COVID," "COVID-19," "Coronavirus," "SARS-CoV-2," "nCoV," and "pandemic" to identify the most-cited and most-mentioned COVID-19-related articles. We identified the top 100 most-cited and 100 most-mentioned articles in the field of radiology, regardless of their publication journal. We extracted the information from the listed articles and compared the characteristics between the most-cited and most-mentioned. RESULTS: Thirty (30%) articles were featured in the lists of the most-cited and most-mentioned articles. The comparison of the 100 most-cited and most-mentioned articles on each list showed that the most frequently cited articles were published in November 2020 and before (p < .001), originated from China (p < .001), covered the topic of diagnosis of COVID-19 (p < .001), and were related to the subspecialty of pulmonary imaging (p < .001); the most frequently mentioned articles were published in December 2020 and after (p < .001), originated from the USA (p < .001), covered the topic of diagnosis of sequelae of COVID-19 (p = .013) and post-vaccination complications (p < .001), and were related to the subspecialties of cardiac imaging (p < .001) and neuroradiology (p < .013). CONCLUSION: Significant differences were observed in publication date, country of origin, topic, and subspecialty of scientific knowledge related to COVID-19 in the field of radiology, between citation and public dissemination. CLINICAL RELEVANCE STATEMENT: This bibliometric analysis compares the 100 most-cited and 100 most-mentioned COVID-19-related radiologic articles, aiming to provide valuable insights into the patterns of knowledge dissemination during the pandemic era. KEY POINTS: • Thirty articles were featured on the lists of the 100 most-cited and 100 most-mentioned COVID-19-related articles. • The 70 unique most-cited articles more frequently originated from China (48.6%), while the unique most-mentioned articles more frequently originated from the USA (51.4%) (p < 0.001). • The 70 unique most-mentioned articles were more frequently related to cardiac imaging (25.7% vs.0%, p < 0.001) and neuroradiology (15.7% vs. 1.4%, p < 0.005) compared to the unique most-mentioned articles.


Asunto(s)
COVID-19 , Radiología , Humanos , SARS-CoV-2 , Bibliometría , Radiografía
5.
Sci Rep ; 13(1): 22682, 2023 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-38114579

RESUMEN

When individuals listen to speech, their neural activity phase-locks to the slow temporal rhythm, which is commonly referred to as "neural tracking". The neural tracking mechanism allows for the detection of an attended sound source in a multi-talker situation by decoding neural signals obtained by electroencephalography (EEG), known as auditory attention decoding (AAD). Neural tracking with AAD can be utilized as an objective measurement tool for diverse clinical contexts, and it has potential to be applied to neuro-steered hearing devices. To effectively utilize this technology, it is essential to enhance the accessibility of EEG experimental setup and analysis. The aim of the study was to develop a cost-efficient neural tracking system and validate the feasibility of neural tracking measurement by conducting an AAD task using an offline and real-time decoder model outside the soundproof environment. We devised a neural tracking system capable of conducting AAD experiments using an OpenBCI and Arduino board. Nine participants were recruited to assess the performance of the AAD using the developed system, which involved presenting competing speech signals in an experiment setting without soundproofing. As a result, the offline decoder model demonstrated an average performance of 90%, and real-time decoder model exhibited a performance of 78%. The present study demonstrates the feasibility of implementing neural tracking and AAD using cost-effective devices in a practical environment.


Asunto(s)
Percepción del Habla , Humanos , Estimulación Acústica , Electroencefalografía , Habla , Atención
6.
Int J Clin Pract ; 2023: 5779711, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38020536

RESUMEN

Systematic literature review and meta-analysis were conducted to integrate and analyze intervention studies dealing with the effects of information and communications technology- (ICT-) based interventions on the physical mobility of older adults in the community. The PubMed/MEDLINE, Embase, CINAHL, and Cochrane CENTRAL databases were searched for studies published from January 2000 to December 2022. We used the Risk of Bias 2 (RoB 2) tool to evaluate the quality of the randomized controlled studies in the systematic review. The meta-analysis was performed using a random-effects model. The model was used to calculate the standardized mean difference (SMD) and 95% confidence interval (CI) for both effect measures. I2 tests were used to measure the presence of heterogeneity. Thirty-seven randomized controlled trials were included (2,419 intervention participants), of which 23 were included in the meta-analysis. ICT interventions significantly improved Timed Up and Go (TUG) as a marker of physical mobility variable in older adults (SMD = -0.33, 95% CI: -0.57 to -0.10, p=0.005, I2 = 74.7%). A sensitivity analysis was performed on subgroups, and interventions were found to be effective in improving TUG in the exergame group (SMD = -0.40, 95% CI: -0.72 to -0.08, p < 0.001, I2 = 75.0%) and in the exergame with virtual reality (VR) group (SMD = -0.33, 95% CI: -1.01 to 0.35, p < 0.001, I2 = 91.0%) but both groups showed high heterogeneity. A meta-analysis was also performed on Short Physical Performance Battery (SPPB) but statistically significant results were not found (SMD = -0.19, 95% CI: -0.61 to 0.23, p=0.375, I2 = 87.7%). For the Berg Balance Scale (BBS), the post-intervention scores were significantly better than baseline (SMD = 1.52, 95% CI: 0.48 to 2.57, p=0.004, I2 = 93.5%). However, the number of studies included in the meta-analysis was small and heterogeneity was high, so follow-up studies are needed. This study confirmed that exergames, telecommunication, e-health, information applications, and robots were used as effective ICT-based interventions for improving the physical mobility of older adults. It is necessary to develop and apply more diverse ICT-based interventions that will prevent impairments of mobility and encourage older adults to live more independently, with a higher quality of life, based on extensive research on ICT-based interventions.


Asunto(s)
Rendimiento Físico Funcional , Calidad de Vida , Anciano , Humanos
7.
Int Nurs Rev ; 2023 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-37986222

RESUMEN

AIM: This study aimed to determine the influence of personal factors such as grit, calling, and resilience on nurses' retention intention in South Korean general hospitals. BACKGROUND: The global shortage and high turnover rate of nurses have become significant concerns with no clear solutions for increasing retention. INTRODUCTION: Determining the factors related to the f general hospital nurses and retention intention is important for solving the problem of inadequate nursing personnel and improving the quality of nursing services. METHODS: This study was a descriptive survey of 221 nurses working at a general hospital in South Korea from July 2021 to February 2022. Data were collected using self-reported online questionnaires, with measurement tools focusing on grit, calling, resilience, and retention intention. The STROBE checklist was used for reporting this study. RESULTS: The average retention intention score was 5.35 ± 1.52 out of 8 points. Significant correlations were found between retention intention and grit, calling, and resilience. The factors influencing retention intention were job satisfaction, calling, marital status, and total career length, explaining 31.9% of the variance. CONCLUSIONS: To enhance nurses' intention to remain at general hospitals, their job satisfaction and sense of a calling should be improved. Further research should be conducted to identify factors that influence retention intention, particularly among groups with low job retention, with consideration of individual characteristics that might affect retention intention. IMPLICATIONS FOR NURSING AND HEALTH POLICY: Increasing nurses' retention intention would alleviate the nursing shortage, help hospitals retain competent nurses, reduce turnover-related costs, and improve organizational efficiency. Resolving the nursing shortage is critical for improving patient safety and nursing service quality at general hospitals.

8.
BMC Public Health ; 23(1): 1649, 2023 08 28.
Artículo en Inglés | MEDLINE | ID: mdl-37641017

RESUMEN

BACKGROUND: In older adults, mobility is important for maintaining their independence and quality of life, and it influences their physical, cognitive, and social health. This study aimed to identify the physical and psychosocial factors that affected the mobility of community-dwelling older adults, aged 65 years or older, who were socially isolated during the coronavirus disease 2019 (COVID-19) pandemic due to stay-at-home policies. METHODS: The participants in this study were 214 community-dwelling older adults in Korea, and a cross-sectional survey was conducted from December 2020 to January 2021. Variables included participants' general characteristics, mobility, sitting time, depression, social support, and cognitive function. RESULTS: Multiple linear regression analysis showed that the factors influencing older adults' mobility during the COVID-19 pandemic were depression (ß=-0.29, p < .001), age (65-74 years old) (ß = 0.19, p = .002), a lower level of education (ß=-0.17, p = .006), two or more comorbidities (ß=-0.18, p = .001), sitting time (ß=-0.17, p = .004), and the ability to drive a vehicle (ß = 0.14, p = .017). CONCLUSIONS: Home healthcare interventions are needed to limit psychosocial issues and improve mobility for older adults who had limited mobility during the COVID-19 pandemic.


Asunto(s)
COVID-19 , Humanos , Anciano , Estudios Transversales , COVID-19/epidemiología , Vida Independiente , Pandemias , Calidad de Vida
9.
Medicine (Baltimore) ; 102(32): e34495, 2023 Aug 11.
Artículo en Inglés | MEDLINE | ID: mdl-37565880

RESUMEN

The recent prolonged coronavirus disease-2019 pandemic has brought an economic crisis to various households, leading to negative mental health such as depression, anxiety, traumatic distress, and suicide risk among adolescents. Adolescents with household financial difficulties due to the coronavirus disease-2019 pandemic show high suicidal tendencies and attempts such as suicidal ideation and plans, their suicidal ideation and plans increase the risk of suicide attempts in South Korea. The purpose of this study was to determine the effects of emotional state and suicidal tendencies on suicide attempts among adolescents with household financial difficulties in early pandemic. This was a secondary data analysis study using statistical data from the 16th (2020) Korea Youth Risk Behavior Web-based Survey. Among 54,948 who participated in the survey, 16,839 (30.6%) adolescents who had household financial difficulties were included in final analysis. Descriptive statistics, chi-squared test, and logistic regression analysis were conducted to analyze data. The strengthening the reporting of observational studies in epidemiology checklist was used for reporting this study. 16,839 adolescents (mean age 15.68 ± 1.76 years; 8709, 51.7% male) who experienced household financial difficulties in the prior year revealed 3 percent (508) had attempted suicide. Suicide attempts differed according to several characteristics and were significantly associated with sex, residence type, drinking experience, depressive mood, perceived happiness, suicidal ideation, and suicide planning. The findings indicate high-risk adolescents with household financial difficulties need a multi-dimensional safety network, suicide screening, and emotional interventions during the pandemic.


Asunto(s)
COVID-19 , Intento de Suicidio , Adolescente , Masculino , Humanos , Femenino , Ideación Suicida , Estudios Transversales , Intención , COVID-19/epidemiología , Brotes de Enfermedades , Factores de Riesgo
10.
Neurology ; 101(13): e1364-e1369, 2023 09 26.
Artículo en Inglés | MEDLINE | ID: mdl-37400246

RESUMEN

OBJECTIVES: The etiology of central retinal artery occlusion (CRAO) is unclear in approximately 50% of patients, suggesting pathomechanical heterogeneity; moreover, little is known about outcomes according to etiology. This study investigated whether the presence of an embolic source affects outcome in CRAO. METHODS: CRAO patients within 7 days of symptom onset were retrospectively enrolled. Clinical parameters, including initial and 1-month visual acuity, CRAO subtype, and brain images, were reviewed. CRAO etiology was categorized as CRAO with or without an embolic source (CRAO-E+ and CRAO-E-). Visual improvement was defined as a decrease in logarithm of the minimum angle of resolution ≥0.3 at 1 month. RESULTS: A total of 114 patients with CRAO were included. Visual improvement was noted in 40.4% of patients. Embolic sources were identified in 55.3% of patients, and visual improvement group rather than no improvement group was more commonly associated with the presence of an embolic source. In multivariable logistic regression analysis, CRAO-E+ independently predicted visual improvement (odds ratio 3.00, 95% CI 1.15-7.81, p = 0.025). DISCUSSION: CRAO-E+ was found to be associated with a better outcome. CRAO-E+ may be more prone to recanalization than that CRAO-E-.


Asunto(s)
Embolia , Oclusión de la Arteria Retiniana , Humanos , Estudios Retrospectivos , Oclusión de la Arteria Retiniana/complicaciones , Oclusión de la Arteria Retiniana/diagnóstico por imagen , Oclusión de la Arteria Retiniana/terapia , Agudeza Visual , Encéfalo , Embolia/complicaciones
11.
J Infect Chemother ; 29(10): 985-987, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37279804

RESUMEN

Ventriculitis has serious complications and a high mortality rate, so it is important to early identification of the pathogen for appropriate treatment. We report case of ventriculitis caused by Talaromyces rugulosus, a rare pathogen, in South Korea. Affected patient was immunocompromised. Repeated cerebrospinal fluid culture tests were negative, but the pathogen was identified by fungal internal transcribed spacer amplicon nanopore sequencing. The pathogen was detected outside the endemic area of talaromycosis.


Asunto(s)
Ventriculitis Cerebral , Micosis , Mielitis , Secuenciación de Nanoporos , Nanoporos , Humanos , Ventriculitis Cerebral/diagnóstico , Ventriculitis Cerebral/tratamiento farmacológico , Micosis/diagnóstico , Micosis/microbiología
12.
Neurology ; 100(18): e1912-e1921, 2023 05 02.
Artículo en Inglés | MEDLINE | ID: mdl-36878709

RESUMEN

BACKGROUND AND OBJECTIVES: White matter hyperintensities (WMHs) are reportedly increased in moyamoya disease (MMD); however, their clinical importance is not well-established owing to their pathophysiologic heterogeneity by distribution. This study aimed to evaluate the burden and pattern of WMHs and its clinical implications in the MMD trajectory. METHODS: Adult patients with MMD without significant structural lesions were 1:1 propensity score-matched with healthy controls for sex and vascular risk factors. The total, periventricular, and subcortical WMH volumes were segmented and quantified fully automatically. WMH volumes were detrended by age and compared between the 2 groups. MMD severity based on Suzuki stage and future ischemic events were assessed for their association with WMH volumes. RESULTS: A total of 161 pairs of patients with MMD and controls were analyzed. MMD significantly correlated with increased total WMH volume (B [standard error], 0.126 [0.030]; p < 0.001), periventricular WMH volume (0.114 [0.027]; p < 0.001), and periventricular-to-subcortical ratio (0.090 [0.034]; p = 0.009). In the MMD subgroup (n = 187), advanced MMD had an independent association with the total WMH volume (0.120 [0.035]; p < 0.001), periventricular WMH volume (0.110 [0.031]; p < 0.001), and periventricular-to-subcortical ratio (0.139 [0.038]; p < 0.001). Periventricular WMH volume (adjusted hazard ratio [95% confidence interval], 5.12 [1.26-20.79]) and periventricular-to-subcortical ratio (3.80 [1.51-9.56]) were associated with future ischemic events in patients with medically followed up MMD. However, no demonstrable association was found between subcortical WMH volume and MMD, MMD severity, or future ischemic events. DISCUSSION: Periventricular WMHs, but not subcortical WMHs, may represent the main pathophysiology of MMD. Periventricular WMHs may be used as a marker for ischemic vulnerability in patients with MMD.


Asunto(s)
Leucoencefalopatías , Enfermedad de Moyamoya , Enfermedades Vasculares , Sustancia Blanca , Humanos , Adulto , Sustancia Blanca/patología , Enfermedades Vasculares/patología , Factores de Riesgo , Leucoencefalopatías/patología , Imagen por Resonancia Magnética
15.
J Clin Med ; 11(11)2022 May 27.
Artículo en Inglés | MEDLINE | ID: mdl-35683422

RESUMEN

The impact of myosteatosis on septic patients has not been fully revealed. The aim of the study was to evaluate the impact of the myosteatosis area and percentage on the 28-day mortality in patients with septic shock. We conducted a single center, retrospective study from a prospectively collected registry of adult patients with septic shock who presented to the emergency department and performed abdominal computed tomography (CT) from May 2016 to May 2020. The myosteatosis area defined as the sum of low attenuation muscle area and intramuscular adipose tissue at the level of the third lumbar vertebra was measured by CT. Myosteatosis percentages were calculated by dividing the myosteatosis area by the total abdominal muscle area. Of the 896 patients, 28-day mortality was 16.3%, and the abnormal myosteatosis area was commonly detected (81.7%). Among variables of body compositions, non-survivors had relatively lower normal attenuation muscle area, higher low attenuation muscle area, and higher myosteatosis area and percentage than that of survivors. Trends of myosteatosis according to age group were different between the male and female groups. In subgroup analysis with male patients, the multivariate model showed that the myosteatosis percentage (adjusted OR 1.02 [95% CI 1.01-1.03]) was an independent risk factor for 28-day mortality. However, this association was not evident in the female group. Myosteatosis was common and high myosteatosis percentage was associated with short-term mortality in patients with septic shock. Our results implied that abnormal fatty disposition in muscle could impact on increased mortality, and this effect was more prominent in male patients.

16.
Korean J Radiol ; 23(8): 835-845, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35762183

RESUMEN

OBJECTIVE: To analyze the characteristics and trends of scientific publications on thyroid ultrasound (US) from 2001 to 2020, specifically examining the differences among disciplines. MATERIALS AND METHODS: The MEDLINE database was searched for scientific articles on thyroid US published between 2001 and 2020 using the PubMed online service. The evaluated parameters included year of publication, type of document, topic, funding, first author's specialty, journal name, subject category, impact factor, and quartile ranking of the publishing journal, country, and language. Relationships between the first author's specialty (radiology, internal medicine, surgery, otorhinolaryngology, and miscellaneous) and other parameters were analyzed. RESULTS: A total of 2917 thyroid US publications were published between 2001 and 2020, which followed an exponential growth pattern, with an annual growth rate of 11.6%. Radiology produced the most publications (n = 1290, 44.2%), followed by internal medicine (n = 716, 24.5%), surgery (n = 409, 14.0%), and otorhinolaryngology (n = 171, 5.9%). Otorhinolaryngology and internal medicine published significantly more case reports than radiology (p < 0.001, each). Radiology published a significantly higher proportion of publications on imaging diagnosis (p < 0.001 for all) and a significantly lower proportion of publications on biopsy (p < 0.001 for all) than the other disciplines. Publications produced by radiology authors were less frequently published in Q1 journals than those from other disciplines (p < 0.005 for internal medicine and miscellaneous disciplines and < 0.01 for surgery and otorhinolaryngology). China contributed the greatest number of publications (n = 622, 21.3%), followed by South Korea (n = 478, 16.4%) and the United States (n = 468, 16.0%). CONCLUSION: Radiology produced the most publications for thyroid US than any other discipline. Radiology authors published more notably on imaging diagnosis compared to other topics and in journals with lower impact factors compared to authors in other disciplines.


Asunto(s)
Radiología , Glándula Tiroides , China , Humanos , República de Corea , Glándula Tiroides/diagnóstico por imagen , Estados Unidos
17.
BMC Med Imaging ; 22(1): 87, 2022 05 13.
Artículo en Inglés | MEDLINE | ID: mdl-35562705

RESUMEN

BACKGROUND: Despite the dramatic increase in the use of medical imaging in various therapeutic fields of clinical trials, the first step of image quality check (image QC), which aims to check whether images are uploaded appropriately according to the predefined rules, is still performed manually by image analysts, which requires a lot of manpower and time. METHODS: In this retrospective study, 1669 computed tomography (CT) images with five specific anatomical locations were collected from Asan Medical Center and Kangdong Sacred Heart Hospital. To generate the ground truth, two radiologists reviewed the anatomical locations and presence of contrast enhancement using the collected data. The individual deep learning model is developed through InceptionResNetv2 and transfer learning, and we propose Image Quality Check-Net (Image QC-Net), an ensemble AI model that utilizes it. To evaluate their clinical effectiveness, the overall accuracy and time spent on image quality check of a conventional model and ImageQC-net were compared. RESULTS: ImageQC-net body part classification showed excellent performance in both internal (precision, 100%; recall, 100% accuracy, 100%) and external verification sets (precision, 99.8%; recovery rate, 99.8%, accuracy, 99.8%). In addition, contrast enhancement classification performance achieved 100% precision, recall, and accuracy in the internal verification set and achieved (precision, 100%; recall, 100%; accuracy 100%) in the external dataset. In the case of clinical effects, the reduction of time by checking the quality of artificial intelligence (AI) support by analysts 1 and 2 (49.7% and 48.3%, respectively) was statistically significant (p < 0.001). CONCLUSIONS: Comprehensive AI techniques to identify body parts and contrast enhancement on CT images are highly accurate and can significantly reduce the time spent on image quality checks.


Asunto(s)
Inteligencia Artificial , Aprendizaje Profundo , Cuerpo Humano , Humanos , Estudios Retrospectivos , Tomografía Computarizada por Rayos X/métodos
19.
Cancers (Basel) ; 14(8)2022 Apr 14.
Artículo en Inglés | MEDLINE | ID: mdl-35454897

RESUMEN

Alternative splicing (AS) is a procedure during gene expression that allows the production of multiple mRNAs from a single gene, leading to a larger number of proteins with various functions. The alternative splicing (AS) of Fas (Apo-1/CD95) pre-mRNA can generate membrane-bound or soluble isoforms with pro-apoptotic and anti-apoptotic functions. SRSF6, a member of the Serine/Arginine-rich protein family, plays essential roles in both constitutive and alternative splicing. Here, we identified SRSF6 as an important regulatory protein in Fas AS. The cassette exon inclusion of Fas was decreased by SRSF6-targeting shRNA treatment, but increased by SRSF6 overexpression. The deletion and substitution mutagenesis of the Fas minigene demonstrated that the UGCCAA sequence in the cassette exon of the Fas gene causes the functional disruption of SRSF6, indicating that these sequences are essential for SRSF6 function in Fas splicing. In addition, biotin-labeled RNA-pulldown and immunoblotting analysis showed that SRSF6 interacted with these RNA sequences. Mutagenesis in the splice-site strength alteration demonstrated that the 5' splice-site, but not the 3' splice-site, was required for the SRSF6 regulation of Fas pre-mRNA. In addition, a large-scale RNA-seq analysis using GTEX and TCGA indicated that while SRSF6 expression was correlated with Fas expression in normal tissues, the correlation was disrupted in tumors. Furthermore, high SRSF6 expression was linked to the high expression of pro-apoptotic and immune activation genes. Therefore, we identified a novel RNA target with 5' splice-site dependence of SRSF6 in Fas pre-mRNA splicing, and a correlation between SRSF6 and Fas expression.

20.
Abdom Radiol (NY) ; 47(3): 1024-1031, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35020008

RESUMEN

PURPOSE: We aimed to determine the optimal image sequence for measurement of hepatic observations on gadoxetate disodium-enhanced MRI in comparison with pathologic measurement, and to evaluate its clinical impact on the Liver Imaging Reporting and Data System (LI-RADS) v2018 classification. METHODS: Two hundred and fifty-three patients (279 hepatic observations) who underwent gadoxetate disodium-enhanced MRI and subsequent hepatectomy were retrospectively included. Two radiologists independently evaluated the visualization score (five-point scale) and size of each observation on six MRI sequences (T1-weighted, T2-weighted, arterial-phase, portal venous-phase, transitional-phase [TP], and hepatobiliary-phase [HBP] images) and assigned a LI-RADS category. Correlations between MRI and pathologic measurements were evaluated using Pearson correlation coefficients. A repeated measures analysis of variance with Bonferroni post hoc comparison tests was used to compare the visualization scores and absolute differences between MRI sequences and pathologic measurements. The LI-RADS classification according the size measurement of each MRI sequence was compared using Cochran's Q test with a post hoc McNemar's test. RESULTS: Of the MRI sequences, HBP had the highest visualization score (4.1 ± 0.6) and correlation coefficient (r = 0.965). The absolute difference between MRI and pathologic measurement was lowest on TP (2.3 mm ± 2.2), followed by HBP (2.4 mm ± 2.1). In the LI-RADS classifications, HBP did not have any non-visible observations. Regarding LR-3, LR-4, and LR-5, there was no significantly different LI-RADS classification among the six MRI sequences (p ≥ 0.122). CONCLUSION: Hepatobiliary-phase images are clinically useful for measuring hepatic observations on gadoxetate disodium-enhanced MRI, especially regarding visibility and correlation with pathologic findings.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Medios de Contraste , Gadolinio DTPA , Humanos , Neoplasias Hepáticas/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Estudios Retrospectivos , Sensibilidad y Especificidad
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