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1.
Article in English | WPRIM (Western Pacific) | ID: wpr-1043607

ABSTRACT

Background@#We aimed to analyze the effects of an antimicrobial stewardship program (ASP) on the proportion of antimicrobial-resistant pathogens in bacteremia, antimicrobial use, and mortality in pediatric patients. @*Methods@#A retrospective single-center study was performed on pediatric inpatients under 19 years old who received systemic antimicrobial treatment from 2001 to 2019. A pediatric infectious disease attending physician started ASP in January 2008. The study period was divided into the pre-intervention (2001–2008) and the post-intervention (2009–2019) periods. The amount of antimicrobial use was defined as days of therapy per 1,000 patientdays, and the differences were compared using delta slope (= changes in slopes) between the two study periods by an interrupted time-series analysis. The proportion of resistant pathogens and the 30-day overall mortality rate were analyzed by the χ2 . @*Results@#The proportion of extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli and Klebsiella pneumoniae bacteremia increased from 17% (39 of 235) in the pre-intervention period to 35% (189 of 533) in the post-intervention period (P < 0.001). The total amount of antimicrobial use significantly decreased after the introduction of ASP (delta slope value = −16.5; 95% confidence interval [CI], −30.6 to −2.3; P = 0.049). The 30-day overall mortality rate in patients with bacteremia did not increase, being 10% (55 of 564) in the pre-intervention and 10% (94 of 941) in the post-intervention period (P = 0.881). @*Conclusion@#The introduction of ASP for pediatric patients reduced the delta slope of the total antimicrobial use without increasing the mortality rate despite an increased incidence of ESBL-producing gram-negative bacteremia.

2.
Article in English | WPRIM (Western Pacific) | ID: wpr-1044864

ABSTRACT

Hepatocellular carcinoma (HCC) is a biologically heterogeneous tumor characterized by varying degrees of aggressiveness.The current treatment strategy for HCC is predominantly determined by the overall tumor burden, and does not address the diverse prognoses of patients with HCC owing to its heterogeneity. Therefore, the prognostication of HCC using imaging data is crucial for optimizing patient management. Although some radiologic features have been demonstrated to be indicative of the biologic behavior of HCC, traditional radiologic methods for HCC prognostication are based on visually-assessed prognostic findings, and are limited by subjectivity and inter-observer variability. Consequently, artificial intelligence has emerged as a promising method for image-based prognostication of HCC. Unlike traditional radiologic image analysis, artificial intelligence based on radiomics or deep learning utilizes numerous image-derived quantitative features, potentially offering an objective, detailed, and comprehensive analysis of the tumor phenotypes. Artificial intelligence, particularly radiomics has displayed potential in a variety of applications, including the prediction of microvascular invasion, recurrence risk after locoregional treatment, and response to systemic therapy. This review highlights the potential value of artificial intelligence in the prognostication of HCC as well as its limitations and future prospects.

3.
Article in English | WPRIM (Western Pacific) | ID: wpr-1041315

ABSTRACT

Purpose@#This study examined the effects of ankle control training using neuromuscular electrical stimulation (NMES), leg muscle activation, and balance in stroke patients. @*Methods@#Thirty-one stroke patients diagnosed with cerebral infarction and cerebral hemorrhage were selected for the study. The experimental group underwent ankle control training using NMES, while the control group applied NMES to the paretic tibialis anterior muscle for 30 minutes per session, five times a week for four weeks. The muscle activity changes were measured using surface electromyography, and balance parameters were evaluated using a functional reach test (FRT). @*Results@#The intra-group comparison of the concentric muscle activity revealed improvements in the experimental group, including paretic tibialis anterior (TA) muscle (p<0.05), medial gastrocnemius muscle (MG) (p<0.01), and lateral gastrocnemius muscle (LG) (p<0.05), as well as MG (p<0.05), LG (p<0.05), soleus muscle (p<0.05) of the non-paretic side, and soleus muscle symmetry index (p<0.05). The intra-group comparison of the eccentric muscle activity showed improvements in the experimental group, including MG (p<0.01) and LG (p<0.01) of the paretic side, as well as MG (p<0.01), LG (p<0.01) of the non-paretic side, and LG symmetry index (p<0.01). The intra-group comparison of the functional reach test revealed significant differences in the test results in the experimental and control groups (p<0.05). @*Conclusion@#Ankle control training using NMES had a positive effect on the changes in muscle activation and improved balance in patients with stroke.

4.
Article in English | WPRIM (Western Pacific) | ID: wpr-967414

ABSTRACT

Background@#Teicoplanin is a glycopeptide antimicrobial that treats serious invasive infections caused by gram-positive bacteria, such as the methicillin-resistant Staphylococcus aureus. Despite some comparable advantages, there is no guideline or clinical recommendation for teicoplanin in the pediatric population, unlike vancomycin where abundant studies and the recently revised guideline on therapeutic drug level monitoring (TDM) exist. @*Methods@#The systematic review was performed in accordance with the preferred reporting items for systematic reviews. Two authors (JSC and SHY) searched PubMed, Embase, and Cochrane Library databases using relevant terms independently. @*Results@#Fourteen studies were finally included with a total of 1,380 patients. TDM was available in 2,739 samples collected in the nine studies. Dosing regimens varied widely, and eight studies used recommended dosing regimens. Timing for measuring TDM was mostly 72–96 hours or longer after the initiation of the first dose, which was expected to be a steadystate. The majority of studies had target trough levels of 10 µg/mL or above. Three studies reported that the clinical efficacy and treatment success rate of teicoplanin was 71.4%, 87.5%, and 88%. Adverse events associated with teicoplanin use were described in six studies with a focus on renal and/or hepatic impairment. Except for one study, no significant relation was noted between the incidence of adverse events and trough concentration. @*Conclusion@#Current evidence on teicoplanin trough levels in pediatric populations is insufficient due to heterogeneity. However, target trough levels with favorable clinical efficacy are achievable by recommended dosing regimen in the majority of patients.

5.
Article in English | WPRIM (Western Pacific) | ID: wpr-938066

ABSTRACT

Background@#Acinetobacter baumannii infections cause high morbidity and mortality in intensive care unit (ICU) patients. However, there are limited data on the changes of longterm epidemiology of imipenem resistance in A. baumannii bacteremia among pediatric ICU (PICU) patients. @*Methods@#A retrospective review was performed on patients with A. baumannii bacteremia in PICU of a tertiary teaching hospital from 2000 to 2016. Antimicrobial susceptibility tests, multilocus sequence typing (MLST), and polymerase chain reaction for antimicrobial resistance genes were performed for available isolates. @*Results@#A. baumannii bacteremia occurred in 27 patients; imipenem-sensitive A. baumannii (ISAB, n = 10, 37%) and imipenem-resistant A. baumannii (IRAB, n = 17, 63%). There was a clear shift in the antibiogram of A. baumannii during the study period. From 2000 to 2003, all isolates were ISAB (n = 6). From 2005 to 2008, both IRAB (n = 5) and ISAB (n = 4) were isolated. However, from 2009, all isolates were IRAB (n = 12). Ten isolates were available for additional test and confirmed as IRAB. MLST analysis showed that among 10 isolates, sequence type 138 was predominant (n = 7). All 10 isolates were positive for OXA-23-like and OXA-51-like carbapenemase. Of 27 bacteremia patients, 11 were male (41%), the median age at bacteremia onset was 5.2 years (range, 0–18.6 years). In 33% (9/27) of patients, A. baumannii was isolated from tracheal aspirate prior to development of bacteremia (median, 8 days; range, 5–124 days). The overall case-fatality rate was 63% (17/27) within 28 days. There was no statistical difference in the case fatality rate between ISAB and IRAB groups (50% vs. 71%; P = 0.422). @*Conclusion@#IRAB bacteremia causes serious threat in patients in PICU. Proactive infection control measures and antimicrobial stewardship are crucial for managing IRAB infection in PICU.

6.
Article in English | WPRIM (Western Pacific) | ID: wpr-938771

ABSTRACT

Objective@#We aimed to develop and test a deep learning algorithm (DLA) for fully automated measurement of the volume and signal intensity (SI) of the liver and spleen using gadoxetic acid-enhanced hepatobiliary phase (HBP)-magnetic resonance imaging (MRI) and to evaluate the clinical utility of DLA-assisted assessment of functional liver capacity. @*Materials and Methods@#The DLA was developed using HBP-MRI data from 1014 patients. Using an independent test dataset (110 internal and 90 external MRI data), the segmentation performance of the DLA was measured using the Dice similarity score (DSS), and the agreement between the DLA and the ground truth for the volume and SI measurements was assessed with a Bland-Altman 95% limit of agreement (LOA). In 276 separate patients (male:female, 191:85; mean age ± standard deviation, 40 ± 15 years) who underwent hepatic resection, we evaluated the correlations between various DLA-based MRI indices, including liver volume normalized by body surface area (LV BSA), liver-to-spleen SI ratio (LSSR), MRI parameter-adjusted LSSR (aLSSR), LSSR x LV BSA, and aLSSR x LV BSA, and the indocyanine green retention rate at 15 minutes (ICG-R15), and determined the diagnostic performance of the DLA-based MRI indices to detect ICG-R15 ≥ 20%. @*Results@#In the test dataset, the mean DSS was 0.977 for liver segmentation and 0.946 for spleen segmentation. The BlandAltman 95% LOAs were 0.08% ± 3.70% for the liver volume, 0.20% ± 7.89% for the spleen volume, -0.02% ± 1.28% for the liver SI, and -0.01% ± 1.70% for the spleen SI. Among DLA-based MRI indices, aLSSR x LV BSA showed the strongest correlation with ICG-R15 (r = -0.54, p < 0.001), with area under receiver operating characteristic curve of 0.932 (95% confidence interval, 0.895–0.959) to diagnose ICG-R15 ≥ 20%. @*Conclusion@#Our DLA can accurately measure the volume and SI of the liver and spleen and may be useful for assessing functional liver capacity using gadoxetic acid-enhanced HBP-MRI.

7.
Article in English | WPRIM (Western Pacific) | ID: wpr-926758

ABSTRACT

While ultrasound (US) is considered an important tool for hepatocellular carcinoma (HCC) surveillance, it has limited sensitivity for detecting early-stage HCC. Abbreviated MRI (AMRI) has recently gained popularity owing to better sensitivity in its detection of early-stage HCC than US, while also minimizing the time and cost in comparison to complete contrastenhanced MRI, as AMRI includes only a few essential sequences tailored for detecting HCC. Currently, three AMRI protocols exist, namely gadoxetic acid-enhanced hepatobiliary-phase AMRI, dynamic contrast-enhanced AMRI, and non-enhanced AMRI. In this study, we discussed the rationale and technical details of AMRI techniques for achieving optimal surveillance performance. The strengths, weaknesses, and current issues of each AMRI protocol were also elucidated. Moreover, we scrutinized previously performed AMRI studies regarding clinical and technical factors. Reporting and recall strategies were discussed while considering the differences in AMRI protocols. A risk-stratified approach for the target population should be taken to maximize the benefits of AMRI and the cost-effectiveness should be considered. In the era of multiple HCC surveillance tools, patients need to be fully informed about their choices for better adherence to a surveillance program.

8.
Yonsei Medical Journal ; : 430-439, 2022.
Article in English | WPRIM (Western Pacific) | ID: wpr-927170

ABSTRACT

Purpose@#Real-world experience with tocilizumab in combination with dexamethasone in patients with severe coronavirus disease (COVID-19) needs to be investigated. @*Materials and Methods@#A retrospective cohort study was conducted to evaluate the effect of severity-adjusted dosing of dexamethasone in combination with tocilizumab for severe COVID-19 from August 2020 to August 2021. The primary endpoint was 30-day clinical recovery, which was defined as no oxygen requirement or referral after recovery. @*Results@#A total of 66 patients were evaluated, including 33 patients in the dexamethasone (Dexa) group and 33 patients in the dexamethasone plus tocilizumab (DexaToci) group. The DexaToci group showed a statistically significant benefit in 30-day clinical recovery, compared to the Dexa group (p=0.024). In multivariable analyses, peak FiO2 within 3 days and tocilizumab combination were consistently significant for 30-day recovery (all p<0.05). The DexaToci group showed a significantly steeper decrease in FiO2 (-4.2±2.6) than the Dexa group (−2.7±2.6; p=0.021) by hospital day 15. The duration of oxygen requirement was significantly shorter in the DexaToci group than the Dexa group (median, 10.0 days vs. 17.0 days; p=0.006). Infectious complications and cellular and humoral immune responses against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in the convalescence stage were not different between the two groups. @*Conclusion@#A combination of severity-adjusted dexamethasone and tocilizumab for the treatment of severe COVID-19 improved clinical recovery without increasing infectious complications or hindering the immune response against SARS-CoV-2.

9.
Article in English | WPRIM (Western Pacific) | ID: wpr-889298

ABSTRACT

Purpose@#The aim of this study was to assess the efficacy of intravenous hydrocortisone, ascorbic acid, and thiamine (HAT) combination therapy in complicated intraabdominal infection (cIAI) patients with septic shock. @*Methods@#This was a single-center, retrospective before-after clinical study comparing clinical outcomes of cIAI patients with septic shock treated with HAT in a surgical intensive care unit (ICU). Delta modified sequential organ failure assessment (mSOFA) scores were evaluated to assess recovery of organ dysfunction. Additional outcomes included procalcitonin level change, daily vasopressor dosage, mean number of days free of mechanical ventilation in 28 days, and renal replacement therapy days. @*Results@#The delta mSOFA score (ICU admission mSOFA score minus 7th-day mSOFA score) was significantly higher in the HAT group than in the control group on the 7th day (2.30 vs. –0.90, P = 0.003). The median 7-day change in procalcitonin score was higher in the control group than in the HAT group (5.94 vs. 10.72, P = 0.041). The difference in vasopressor score between the 1st day and the 4th day was significantly higher in the HAT group (17.63 vs. 9.91, P = 0.005). @*Conclusion@#In our study of cIAI in patients with septic shock, administration of HAT therapy may improve the recovery from organ dysfunction.

10.
Article in English | WPRIM (Western Pacific) | ID: wpr-891475

ABSTRACT

Purpose@#Short bowel syndrome (SBS) is the most common etiology for intestinal failure (IF) and these patients are at high risk of developing micronutrient deficiencies. This study aimed at assessing the level of vitamins in adult SBS patients at different stages of their disease before the initiation of multidisciplinary intestinal rehabilitation. @*Methods@#Patient data from November 2015 to March 2017 were retrospectively reviewed. Adult patients who underwent extensive bowel resection and were classified as SBS-IF were selected. Clinical data including age, sex, etiology of IF, biochemical data, nutritional status, nutrition support, and outcome of intestinal rehabilitation were analyzed. @*Results@#Nine patients with SBS-IF were included in the analysis. There were 6 male patients and 3 female patients, with a median age of 55.0 years. Vitamin levels were analyzed at 306 days (median) after the development of SBS. At the time of vitamin levels screening, 4 patients were receiving daily intravenous vitamin supplementation. Five patients were not receiving vitamin supplementations, either intravenously or orally. Vitamin B12 was within the normal range in 6 patients and higher than normal in 3 patients. Vitamin D was within the normal range in 3 patients and lower than normal in 6 patients. Vitamin E was within the normal range in 7 patients and higher than normal in 2 patients. Folate was within the normal range in 8 patients (not checked in 1 patient). Ambulatory patients had significantly higher vitamin D levels compared to hospitalized patients (P=0.015). @*Conclusion@#Vitamin D levels had decreased in 67% of patients with SBS in Korea, while vitamin B12, folate, and vitamin E deficiencies were rarely seen.

11.
Article in English | WPRIM (Western Pacific) | ID: wpr-897002

ABSTRACT

Purpose@#The aim of this study was to assess the efficacy of intravenous hydrocortisone, ascorbic acid, and thiamine (HAT) combination therapy in complicated intraabdominal infection (cIAI) patients with septic shock. @*Methods@#This was a single-center, retrospective before-after clinical study comparing clinical outcomes of cIAI patients with septic shock treated with HAT in a surgical intensive care unit (ICU). Delta modified sequential organ failure assessment (mSOFA) scores were evaluated to assess recovery of organ dysfunction. Additional outcomes included procalcitonin level change, daily vasopressor dosage, mean number of days free of mechanical ventilation in 28 days, and renal replacement therapy days. @*Results@#The delta mSOFA score (ICU admission mSOFA score minus 7th-day mSOFA score) was significantly higher in the HAT group than in the control group on the 7th day (2.30 vs. –0.90, P = 0.003). The median 7-day change in procalcitonin score was higher in the control group than in the HAT group (5.94 vs. 10.72, P = 0.041). The difference in vasopressor score between the 1st day and the 4th day was significantly higher in the HAT group (17.63 vs. 9.91, P = 0.005). @*Conclusion@#In our study of cIAI in patients with septic shock, administration of HAT therapy may improve the recovery from organ dysfunction.

12.
Article in English | WPRIM (Western Pacific) | ID: wpr-899179

ABSTRACT

Purpose@#Short bowel syndrome (SBS) is the most common etiology for intestinal failure (IF) and these patients are at high risk of developing micronutrient deficiencies. This study aimed at assessing the level of vitamins in adult SBS patients at different stages of their disease before the initiation of multidisciplinary intestinal rehabilitation. @*Methods@#Patient data from November 2015 to March 2017 were retrospectively reviewed. Adult patients who underwent extensive bowel resection and were classified as SBS-IF were selected. Clinical data including age, sex, etiology of IF, biochemical data, nutritional status, nutrition support, and outcome of intestinal rehabilitation were analyzed. @*Results@#Nine patients with SBS-IF were included in the analysis. There were 6 male patients and 3 female patients, with a median age of 55.0 years. Vitamin levels were analyzed at 306 days (median) after the development of SBS. At the time of vitamin levels screening, 4 patients were receiving daily intravenous vitamin supplementation. Five patients were not receiving vitamin supplementations, either intravenously or orally. Vitamin B12 was within the normal range in 6 patients and higher than normal in 3 patients. Vitamin D was within the normal range in 3 patients and lower than normal in 6 patients. Vitamin E was within the normal range in 7 patients and higher than normal in 2 patients. Folate was within the normal range in 8 patients (not checked in 1 patient). Ambulatory patients had significantly higher vitamin D levels compared to hospitalized patients (P=0.015). @*Conclusion@#Vitamin D levels had decreased in 67% of patients with SBS in Korea, while vitamin B12, folate, and vitamin E deficiencies were rarely seen.

13.
Journal of Liver Cancer ; : 99-105, 2020.
Article in 0 | WPRIM (Western Pacific) | ID: wpr-836109

ABSTRACT

In Asian countries favoring loco-regional treatment such as surgical resection or ablation, very early-stage hepatocellular carcinoma (HCC) should be the main target for surveillance. Even though ultrasound (US) has been accepted as a primary imaging modality for HCC surveillance, its performance in detecting very early-stage HCCs is insufficient. Moreover, in more than 20% of patients at high risk for HCC, visualization of the liver on US may be limited owing to the advanced distortion and heterogeneity of the liver parenchyma. Recently revised HCC clinical guidelines allow the use of alternative surveillance tools including computed tomography or magnetic resonance imaging in patients with inadequate US exams. This paper summarizes the findings of recent studies using imaging modalities other than US as surveillance tools for HCC as well as strengths and limitations of these modalities.

14.
Article in English | WPRIM (Western Pacific) | ID: wpr-891473

ABSTRACT

Purpose@#There have been no clinical studies on the characteristics of parenteral nutrition (PN) for adult cancer inpatients in South Korea. The published evidence describing modern PN practices in these patients is also extremely limited. Therefore in this retrospective multicenter cross-sectional study, we aimed to investigate the PN support practice in hospitalized adult cancer patients. @*Methods@#The study included adult cancer patients hospitalized in nine hospitals in South Korea and received PN, during the period from August 1st, 2017 to October 30th, 2017. We evaluated the relevant hospital-based PN practices in this group. @*Results@#Among the 11,580 inpatient admissions during this period, 759 cancer patients received PN (6.6%). The majority of enrolled patients (97.2%) used commercially available PN and 71.2% of these used peripheral PN formulations. The average in-hospital PN duration was 16.1±19.9 days. Patients received only 65.4±25.4% calories of the recommended target calories.The in-hospital mortality of enrolled patients was 26.1%. @*Conclusion@#We conclude that commercial PN is the most common form of PN administered to hospitalized adult cancer patients and the overall in-hospital mortality in the patients using PN is higher in South Korea compared to other countries.

15.
Article in English | WPRIM (Western Pacific) | ID: wpr-899177

ABSTRACT

Purpose@#There have been no clinical studies on the characteristics of parenteral nutrition (PN) for adult cancer inpatients in South Korea. The published evidence describing modern PN practices in these patients is also extremely limited. Therefore in this retrospective multicenter cross-sectional study, we aimed to investigate the PN support practice in hospitalized adult cancer patients. @*Methods@#The study included adult cancer patients hospitalized in nine hospitals in South Korea and received PN, during the period from August 1st, 2017 to October 30th, 2017. We evaluated the relevant hospital-based PN practices in this group. @*Results@#Among the 11,580 inpatient admissions during this period, 759 cancer patients received PN (6.6%). The majority of enrolled patients (97.2%) used commercially available PN and 71.2% of these used peripheral PN formulations. The average in-hospital PN duration was 16.1±19.9 days. Patients received only 65.4±25.4% calories of the recommended target calories.The in-hospital mortality of enrolled patients was 26.1%. @*Conclusion@#We conclude that commercial PN is the most common form of PN administered to hospitalized adult cancer patients and the overall in-hospital mortality in the patients using PN is higher in South Korea compared to other countries.

16.
Article in 0 | WPRIM (Western Pacific) | ID: wpr-835580

ABSTRACT

Coronaviruses (CoVs) are the largest positive-sense RNA viruses with a wide range of natural hosts. To date, seven types of coronaviruses (HCoV-NL63; Human coronavirus NL63, HCoV-229E; Human coronavirus 229E, HCoV-OC43; Human coronavirus OC43, HCoV-HKU1; Human coronavirus HKU1, SARS-CoV; Severe acute respiratory syndrome-related coronavirus, MERS-Co; Middle East respiratory syndrome coronavirus, and SARS-CoV-2; Severe acute respiratory syndrome-related coronavirus) are known to cause disease in humans, and three of the CoVs (SARS-CoV, MERS-CoV, and SARS-CoV-2) cause severe, occasionally fatal, respiratory infections in humans. In November 2002, the case of severe acute respiratory syndrome (SARS), a new respiratory illness caused by SARS-CoV, was first reported in Guangdong Province, China. For the next several months, the SARS outbreak resulted in more than 8,000 cases of infection and 800 deaths. In June 2012, Middle East respiratory syndrome coronavirus (MERS-CoV) was first identified in Saudi Arabia with 2,373 reported viral infections and 823 associated deaths until February 2019. The outbreak of the MERS-CoV pandemic also occurred in South Korea in May 2015. In late December 2019, another novel coronavirus called SARS-CoV-2, genetically linked to SARS-CoV, emerged in Wuhan, Hubei Province of China that has spread worldwide. Outbreaks of coronavirus-infections are occurring frequently in the 21st century; therefore, it seems very likely that another pandemic of coronavirus can emerge anytime in the future. In this review, we outlined the biological characteristics of coronaviruses and summarized the status of vaccine development against SARS-CoV-2, SARS-CoV, and MERS-CoV in preparation for the unpredictable emergence of coronavirus pandemic.

17.
Article in 0 | WPRIM (Western Pacific) | ID: wpr-835823

ABSTRACT

Purpose@#The purpose of this study was to investigate the association between nurses’ positive psychological capital, self-leadership, relational bonds, and organizational commitment, and to identify factors influencing organizational commitment. @*Methods@#The participants in this study were 199 nurses conveniently selected at one general hospital in Seoul. Data collection was conducted between January 1st and March 31st, 2019, and was analyzed using the SPSS/WIN 23.0 program. @*Results@#The mean score for positive psychological capital was 3.31±0.44, for self-leadership, 3.44±0.40, for relational bonds, 3.54±0.79, and for organizational commitment, 3.81±0.76. Positive psychological capital (r=.40, p<.001), self-leadership (r=.33, p<.001) and relational bonds (r=.51, p<.001) showed significant correlation with organizational commitment. Stepwise multiple regression analysis showed that positive psychological capital and relational bonds were included in the factors affecting the organizational commitment of clinical nurses. These variables explained 29.0% of organizational commitment. @*Conclusion@#Findings indicate that it is necessary to build effective strategies to enhance positive psychological capital and relational bonds for nurses. Such strategies will result in improved organizational commitment.

18.
Article in English | WPRIM (Western Pacific) | ID: wpr-811004

ABSTRACT

Radiomics and deep learning have recently gained attention in the imaging assessment of various liver diseases. Recent research has demonstrated the potential utility of radiomics and deep learning in staging liver fibroses, detecting portal hypertension, characterizing focal hepatic lesions, prognosticating malignant hepatic tumors, and segmenting the liver and liver tumors. In this review, we outline the basic technical aspects of radiomics and deep learning and summarize recent investigations of the application of these techniques in liver disease.

20.
Article in English | WPRIM (Western Pacific) | ID: wpr-764081

ABSTRACT

BACKGROUND AND OBJECTIVES: Few studies were evaluated the effect of blindness on outcome in animal models, though a potential effect of blinding has been reported in clinical trials. We evaluated the effects of adipose tissue-derived stem cells (ADSCs) on cavernous nerve injury (CNI)-induced erectile dysfunction (ED) in the rat and examined how proper blinding of the outcome assessor affected treatment effect. METHODS AND RESULTS: We searched in Pubmed, EMBASE, Cochrane and Web of Science databases from inception to January 2019. We included CNI animal model, randomized controlled experiments, and ADSC intervention. Erectile function and structural changes were assessed by intracavernous pressure and mean arterial pressure (ICP/MAP) ratios, neuronal nitric oxide synthase (nNOS) levels, cavernous smooth muscle and collagen (CSM/collagen) ratios, and cyclic guanosine monophosphate (cGMP). RESULTS: Nineteen studies were included in the final meta-analysis. The ICP/MAP ratio of the ADSC treatment group increased compared to the control group (SMD=1.33, 95%CI: 1.11~1.56, I²=72%). The nNOS level (SMD=2.29, 95%CI: 1.74~2.84, I²=75%), CSM/collagen (SMD=2.57, 95%CI: 1.62~3.52; I²=85%), and cGMP (SMD=2.96, 95%CI: 1.82~4.10, I²=62%) were also increased in the ADSC treatment group. Preplanned subgroup analysis was conducted to explore the source of heterogeneity. Five studies with blinded outcome assessment were significantly less effective than the unblinded studies (SMD=1.33, 95%CI: 0.86~1.80; SMD=1.81, 95%CI: 1.17~2.46, respectively). CONCLUSIONS: ADSCs might be effective in improving erectile function and structural change in CNI-induced ED. However, non-blinded outcome assessors might cause detection bias and overestimate treatment efficacy. Therefore, the ADSC efficacy must be further evaluated with a rigorous study design to avoid bias.


Subject(s)
Animals , Male , Rats , Arterial Pressure , Bias , Blindness , Collagen , Erectile Dysfunction , Guanosine Monophosphate , Models, Animal , Muscle, Smooth , Nitric Oxide Synthase Type I , Population Characteristics , Stem Cells , Treatment Outcome
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