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1.
Ann Coloproctol ; 40(2): 89-113, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38712437

ABSTRACT

Colorectal cancer is the third most common cancer in Korea and the third leading cause of death from cancer. Treatment outcomes for colon cancer are steadily improving due to national health screening programs with advances in diagnostic methods, surgical techniques, and therapeutic agents.. The Korea Colon Cancer Multidisciplinary (KCCM) Committee intends to provide professionals who treat colon cancer with the most up-to-date, evidence-based practice guidelines to improve outcomes and help them make decisions that reflect their patients' values and preferences. These guidelines have been established by consensus reached by the KCCM Guideline Committee based on a systematic literature review and evidence synthesis and by considering the national health insurance system in real clinical practice settings. Each recommendation is presented with a recommendation strength and level of evidence based on the consensus of the committee.

2.
Biochem Biophys Res Commun ; 717: 150044, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38718567

ABSTRACT

Pulpitis constitutes a significant challenge in clinical management due to its impact on peripheral nerve tissue and the persistence of chronic pain. Despite its clinical importance, the correlation between neuronal activity and the expression of voltage-gated sodium channel 1.7 (Nav1.7) in the trigeminal ganglion (TG) during pulpitis is less investigated. The aim of this study was to examine the relationship between experimentally induced pulpitis and Nav1.7 expression in the TG and to investigate the potential of selective Nav1.7 modulation to attenuate TG abnormal activity associated with pulpitis. Acute pulpitis was induced at the maxillary molar (M1) using allyl isothiocyanate (AITC). The mice were divided into three groups: control, pulpitis model, and pulpitis model treated with ProTx-II, a selective Nav1.7 channel inhibitor. After three days following the surgery, we conducted a recording and comparative analysis of the neural activity of the TG utilizing in vivo optical imaging. Then immunohistochemistry and Western blot were performed to assess changes in the expression levels of extracellular signal-regulated kinase (ERK), c-Fos, collapsin response mediator protein-2 (CRMP2), and Nav1.7 channels. The optical imaging result showed significant neurological excitation in pulpitis TGs. Nav1.7 expressions exhibited upregulation, accompanied by signaling molecular changes suggestive of inflammation and neuroplasticity. In addition, inhibition of Nav1.7 led to reduced neural activity and subsequent decreases in ERK, c-Fos, and CRMP2 levels. These findings suggest the potential for targeting overexpressed Nav1.7 channels to alleviate pain associated with pulpitis, providing practical pain management strategies.

3.
Anticancer Res ; 44(5): 1973-1981, 2024 May.
Article in English | MEDLINE | ID: mdl-38677740

ABSTRACT

BACKGROUND/AIM: A role for cold-shock domain (CSD) proteins in abnormal cell proliferation has been suggested in the literature. The aim of this study was to investigate the effect of hepatocyte growth factor (HGF)-induced up-regulation of CSD protein A (CSDA) expression on vascular endothelial growth factor (VEGF) expression and its role in gastric cancer cell invasion and proliferation. MATERIALS AND METHODS: We assessed effects on two gastric cancer cell lines using reverse transcription-polymerase chain reaction, western blotting, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assays, and CSDA knockdown with short hairpin RNA. RESULTS: Hepatocyte growth factor (HGF) elevates CSDA levels in gastric cancer cell lines. To elucidate the mechanism by which HGF prompts CSDA expression and its impact on vascular endothelial growth factor (VEGF), we applied the Mitogen Activated Protein Kinase (MAPK) inhibitor PD098059 and conducted analyses using western blot. Following the administration of PD098059, a reduction in the protein levels of HGF-stimulated VEGF was observed. Additionally, silencing of CSDA resulted in diminished levels of both VEGF and phosphorylated extracellular signal-regulated kinase (ERK). The suppression of CSDA also led to reduced HGF-induced cell proliferation and diminished invasive capabilities in vitro. Furthermore, our research pinpointed a potential activator protein-1 (AP-1) binding site within the VEGF promoter zone, validating its activity via chromatin immunoprecipitation assays. Electrophoretic mobility shift assays further disclosed that HGF-induced CSDA augmentation correlates with an increase in AP-1 binding to VEGF. CONCLUSION: CSDA is crucial for the proliferation of gastric cancer cells, and the inhibition of this protein could impede the advancement of gastric cancer.


Subject(s)
Cell Proliferation , Hepatocyte Growth Factor , Proteinase Inhibitory Proteins, Secretory , Stomach Neoplasms , Vascular Endothelial Growth Factor A , Humans , Stomach Neoplasms/pathology , Stomach Neoplasms/metabolism , Stomach Neoplasms/genetics , Hepatocyte Growth Factor/metabolism , Hepatocyte Growth Factor/genetics , Vascular Endothelial Growth Factor A/metabolism , Vascular Endothelial Growth Factor A/genetics , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/drug effects , Neoplasm Metastasis , Cell Movement/drug effects , Neoplasm Invasiveness
4.
Mol Biol Rep ; 51(1): 587, 2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38683225

ABSTRACT

BACKGROUND: Patients with multiple myeloma exhibit malignant osteolytic bone disease due to excessive osteoclast formation and function. We recently identified that osteoclastogenic stimulator selenoprotein W (SELENOW) is upregulated via ERK signaling and downregulated via p38 signaling during receptor activator of nuclear factor (NF)-κΒ ligand (RANKL)-induced osteoclast differentiation. In the intrinsic physiological process, RANKL-induced downregulation of SELENOW maintains proper osteoclast differentiation; in contrast, forced overexpression of SELENOW leads to overactive osteoclast formation and function. METHODS AND RESULTS: We observed that SELENOW is highly expressed in multiple myeloma-derived peripheral blood mononuclear cells (PBMCs) and mature osteoclasts when compared to healthy controls. Also, the level of tumor necrosis factor alpha (TNFα), a pathological osteoclastogenic factor, is increased in the PBMCs and serum of patients with multiple myeloma. ERK activation by TNFα was more marked and sustained than that by RANKL, allowing SELENOW upregulation. Excessive expression of SELENOW in osteoclast progenitors and mature osteoclasts derived from multiple myeloma facilitated efficient nuclear translocation of osteoclastogenic transcription factors NF-κB and NFATc1, which are favorable for osteoclast formation. CONCLUSION: Our findings suggest a possibility that feedforward signaling of osteoclastogenic SELENOW by TNFα derived from multiple myeloma induces overactive osteoclast differentiation, leading to bone loss during multiple myeloma.


Subject(s)
Cell Differentiation , Multiple Myeloma , Osteoclasts , Selenoprotein W , Animals , Female , Humans , Male , Mice , Middle Aged , Cell Differentiation/genetics , Leukocytes, Mononuclear/metabolism , MAP Kinase Signaling System , Multiple Myeloma/metabolism , Multiple Myeloma/pathology , Multiple Myeloma/genetics , NF-kappa B/metabolism , NFATC Transcription Factors/metabolism , NFATC Transcription Factors/genetics , Osteoclasts/metabolism , RANK Ligand/metabolism , Selenoprotein W/metabolism , Selenoprotein W/genetics , Signal Transduction , Tumor Necrosis Factor-alpha/metabolism
5.
Cancer Genomics Proteomics ; 21(3): 305-315, 2024 Apr 26.
Article in English | MEDLINE | ID: mdl-38670589

ABSTRACT

BACKGROUND/AIM: Glutathione peroxidases (GPXs) are crucial antioxidant enzymes, counteracting reactive oxygen species (ROS). GPX overexpression promotes proliferation and invasion in cancer cells. Glutathione peroxidase-1 (GPX1), the most abundant isoform, contributes to invasion, migration, cisplatin resistance, and proliferation in various cancers. Nuclear factor-kappa B (NF-[Formula: see text]B) participates in cell proliferation, apoptosis, and tumor progression. The inhibition of NF-[Formula: see text]B expression reduces the malignancy of esophageal squamous cell carcinoma. This study aimed to explore the GPX1 and NF-[Formula: see text]B signaling pathways and their correlation with gastric cancer cell proliferation and invasion. MATERIALS AND METHODS: Cell culture, complementary DNA microarray analysis, western blotting, reverse transcription-polymerase chain reaction, zymography, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay, GPX1 knock-down with short hairpin RNA (shRNA), standard two-chamber invasion assay, chromatin immunoprecipitation assay. RESULTS: Hepatocyte growth factor (HGF) up-regulated GPX1 expression in gastric cancer cells. The NF-[Formula: see text]B inhibitor, pyrrolidine dithiocarbamate down-regulated HGF-induced GPX1 protein levels. Furthermore, NF-[Formula: see text]B and urokinase-type plasminogen activators were down-regulated in GPX1-shRNA-treated cells. Treatment with an Akt pathway inhibitor (LY294002) led to the down-regulation of GPX1 and NF-[Formula: see text]B gastric cancer cells. GPX1 knockdown resulted in decreased HGF-mediated in vitro cell proliferation and invasion. The study identified the putative binding site of the GPX1 promoter containing the NF-[Formula: see text]B binding site, confirmed through chromatin immunoprecipitation. CONCLUSION: HGF induced GPX1 expression through the NF-[Formula: see text]B and Akt pathways, suggesting a central role in gastric cell proliferation and invasion. Hence, GPX1 emerges as a potential therapeutic target for gastric cancer.


Subject(s)
Cell Proliferation , Glutathione Peroxidase GPX1 , Glutathione Peroxidase , NF-kappa B , Neoplasm Invasiveness , Signal Transduction , Stomach Neoplasms , Humans , Stomach Neoplasms/pathology , Stomach Neoplasms/metabolism , Stomach Neoplasms/genetics , NF-kappa B/metabolism , Glutathione Peroxidase/metabolism , Glutathione Peroxidase/genetics , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Cell Movement
6.
J Alzheimers Dis ; 98(2): 519-538, 2024.
Article in English | MEDLINE | ID: mdl-38427483

ABSTRACT

Background: Chinese and Korean Americans are among the fastest-growing minority groups in the US but face disparities in income and limited English proficiency, leading to health inequities in Alzheimer's disease and related dementias (ADRD) care. Objective: This study aims to understand cultural influences in ADRD care from the perspectives of Chinese and Korean American caregivers to inform culturally sensitive support for caregivers in Asian immigrant populations. Methods: We conducted a study that was part of a broader project aimed at informing the cultural adaptation of the NYU Caregiver Intervention-Enhanced Support (NYUCI-ES) program specifically for Chinese and Korean American caregivers managing multiple chronic conditions. In our interviews with 14 Chinese American and 11 Korean American caregivers, we focused on how their roles as primary caregivers were influenced by cultural and family expectations, the impact of caregiving on their personal and emotional well-being, and the specific barriers they face in accessing healthcare for themselves and their relatives with dementia. Results: Cultural beliefs and values significantly influenced the perceptions and utilization of support systems among Chinese and Korean American caregivers. Family stigma and adherence to cultural norms impacted their caregiving experiences. The study also highlighted the added burden during the pandemic and the potential benefits of telehealth and information technology in ADRD care. Conclusions: Developing culturally tailored, person-centered programs is crucial to meeting the unique needs of Chinese and Korean American caregivers. This research contributes to understanding and supporting this vulnerable population, promoting healthcare equity for ADRD patients and caregivers.


Subject(s)
Alzheimer Disease , Dementia , Humans , Asian , Caregivers/psychology , Dementia/psychology , Asian People , Alzheimer Disease/psychology , China
7.
Public Health Nurs ; 41(3): 525-534, 2024.
Article in English | MEDLINE | ID: mdl-38478011

ABSTRACT

OBJECTIVES: To examine the effectiveness of a media literacy-based smoking prevention program based on Ajzen's theory of planned behavior in female adolescents. METHODS: This quasi-experimental study was conducted with female high school students aged 16-17 years in Seoul, Republic of Korea. The program provided eight sessions over 4 weeks. Quantitative data were collected before and after online surveys in an intervention (n = 21) and control (n = 21) groups, and analyzed using mixed analysis of variance. Qualitative data on participation experiences was collected by requesting the participants to answer open-ended questions once a week during the intervention and performing co-occurrence analysis of specific terms in the responses was conducted through text mining. RESULTS: Although the program decreased smoking intention and increased smoking media literacy in the intervention group, there were no significant differences between the groups. Qualitative results obtained from the intervention group showed cognitive and behavioral changes in the perception of the harmfulness of e-cigarettes in the media and the expression of a willingness to overcome the temptation to smoke. CONCLUSIONS: Our findings show that the enhancement of smoking media literacy, specifically by correcting misconceptions regarding e-cigarettes promoted by the new media, contributes smoking prevention in female adolescents. It supports calls for an expanded role of public health professionals in health education at the school level.


Subject(s)
Electronic Nicotine Delivery Systems , Smoking Prevention , Humans , Adolescent , Female , Literacy , Health Education , Schools
8.
Pharmaceuticals (Basel) ; 17(3)2024 Mar 10.
Article in English | MEDLINE | ID: mdl-38543143

ABSTRACT

Orostachys japonicus is a popular traditional medicinal herb used in Asian countries. This study is focused on evaluating its role in lipid and glucose metabolism in cell and animal models to establish the plant as an anti-obesity and antidiabetic herb. A butanol fraction of O. japonicus was used in the study. The lipid production was evaluated by the Oil Red O technique while the expression of adipogenic markers by Western blotting and RT-PCR using 3T3-L1 preadipocyte. The effect on glucose uptake activity was evaluated in C2C12 myoblast cells. The animal study was carried out in C57BL mice to evaluate anti-obesity activity using the high-fat diet model. The evaluation of serum lipid, blood glucose, adipogenic and fibrosis markers in the liver, and fat deposition in the liver and adipose tissue (by histology) of mice was conducted. Butanol fraction of O. japonicus significantly inhibited the lipid production in the 3T3-L1 cells and reduced the expression of PPARγ, C/EBPα, SREBP-1c and aP2. It enhanced glucose uptake in insulin-resistant C2C12 myoblast cells. It reduced body weight, triglycerides, and blood glucose in the obese mice. It significantly inhibited lipid accumulation in the liver and adipose tissue of obese mice along with suppression of expression of adipogenic and fibrosis markers in the liver. In summary, supporting the previous results, this study helped to establish the potent anti-obesity, antidiabetic, and liver-protecting effect of the butanol fraction of O. japonicus.

9.
J Hosp Palliat Care ; 27(1): 45-49, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38449833

ABSTRACT

Purpose: This study investigated palliative care physicians' attitudes regarding social issues related to opioid use. Methods: An email survey was sent to 674 physicians who were members of the Korean Society for Hospice and Palliative Care (KSHPC). Results: Data from 66 physicians were analyzed (response rate, 9.8%). About 70% of participants stated that their prescribing patterns were not influenced by social issues related to opioid use, and 90% of participants thought that additional regulations should be limited to non-cancer pain. Under the current circumstances, pain education for physicians is urgently needed, as well as increased awareness among the public. Half of the respondents identified the KSHPC as the primary organization responsible for providing pain education. Conclusion: Palliative care physicians' prescribing patterns were not influenced by social issues related to opioid use, and these issues also should not affect cancer pain control.

10.
Radiology ; 310(2): e223090, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38411510

ABSTRACT

HISTORY: An 81-year-old man living in South Korea was referred to the pulmonology clinic because of abnormal findings at routine surveillance CT. His past medical history included right radical nephroureterectomy for ureteral cancer in 2016, transurethral resection of a bladder tumor in 2015, and tuberculous pleurisy in his third decade of life that was complicated by a chronic calcified empyema. He had been doing well clinically until 6 months prior, when he presented to an outside hospital with progressive right-sided chest pain and dyspnea and was found to have active tuberculosis. During that hospitalization, he underwent chest CT and CT-guided biopsy of an incidentally found thoracic lesion, which revealed chronic active inflammation. His symptoms improved after initiation of antituberculous medication, and he was discharged home to complete treatment. Because of interval growth of this lesion noted on a subsequent surveillance CT scan, he was referred to pulmonology for further evaluation. Laboratory tests obtained during his visit revealed mild leukocytosis (1258 cells × 109/L; normal range, 4000-10 000 cells × 109/L) with neutrophilic predominance (82% neutrophils; normal range, 50%-75% neutrophils), and a mildly elevated C-reactive protein level (3.17 mg/dL; normal range, 0-0.5 mg/dL). A sputum culture was negative for tuberculosis. The patient reported mild chest discomfort and dyspnea. Liver MRI was performed to further evaluate an abnormal lesion seen at CT. Given the patient's recent nonspecific biopsy results and tuberculosis treatment, no further work-up was pursued. Contrast-enhanced chest CT was performed 6 months later because the patient developed worsening chest pain and dyspnea. He remained afebrile, with persistent leukocytosis (1485 cells × 109/L) and an elevated C-reactive protein level (3.56 mg/dL). On the basis of the imaging findings, repeat CT-guided biopsy and PET/CT were performed, thereby enabling confirmation of the diagnosis, and appropriate treatment was initiated.


Subject(s)
Empyema, Pleural , Lymphoma, Large B-Cell, Diffuse , Pleural Neoplasms , Tuberculosis , Male , Humans , Aged, 80 and over , C-Reactive Protein , Leukocytosis , Positron Emission Tomography Computed Tomography , Chest Pain , Dyspnea , Image-Guided Biopsy
11.
BMC Public Health ; 24(1): 534, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38378508

ABSTRACT

BACKGROUND: The various restrictions caused by the COVID-19 pandemic may have worsened the digital divide and health inequality. However, research to ascertain the association between Internet use and difficulties in acquiring health resources among older adults with disabilities is scarce. This study aimed to explore the relationship between Internet use and difficulties in acquiring health resources among older adults with disabilities during the COVID-19 pandemic and explore the associated factors by disability severity. METHODS: Data from the 2020 survey of people with disabilities in South Korea were used. This secondary analysis study included 4,871 older adults aged 55 and above among 7,025 total responders. Complex sample logistic regression analyses were conducted to identify the association between Internet use and difficulties in acquiring health resources during the pandemic. RESULTS: Only 23.66% of older adults with disabilities used the Internet. Internet non-users were more likely to experience difficulties in obtaining health resources than Internet users. The relationship between Internet non-use and difficulties in acquiring COVID-19-related information (OR 1.57, 95% CI 1.28-1.92) and buying and using personal protective equipment (OR 1.36, 95% CI 1.11-1.65) were statistically significant in the overall sample. Whereas, difficulties with using medical services were not statistically significantly associated with Internet use. Additionally, factors associated with difficulties in acquiring health resources differed by disability severity. CONCLUSIONS: Considering that older adults with disabilities experience triple the burden amid COVID-19 due to old age, disabilities, and the digital divide, policymakers, healthcare professionals, and engineers should aim to narrow the gaps between Internet users and Internet non-users among this population. Narrowing the gaps will make decreasing health gaps and increasing well-being among older adults with disabilities more attainable.


Subject(s)
COVID-19 , Disabled Persons , Humans , Aged , COVID-19/epidemiology , Cross-Sectional Studies , Pandemics , Internet Use , Health Status Disparities , Internet , Health Resources
12.
Eur Radiol ; 2024 Feb 15.
Article in English | MEDLINE | ID: mdl-38358528

ABSTRACT

OBJECTIVES: The carcinogenic risks of CT radiation in children and adolescents remain debated. We aimed to assess the carcinogenic risk of CTs performed in children and adolescents with minor head trauma. METHODS: In this nationwide population-based cohort study, we included 2,411,715 patients of age 0-19 with minor head trauma from 2009 to 2017. We excluded patients with elevated cancer risks or substantial past medical radiation exposure. Patients were categorized into CT-exposed or CT-unexposed group according to claim codes for head CT. The primary outcome was development of hematologic malignant neoplasms. Secondary outcomes included development of malignant solid neoplasms and benign neoplasms in the brain. We measured the incidence rate ratio (IRR) and incidence rate difference (IRD) using G-computation with Poisson regression adjusting for age, sex, hospital setting, and the type of head trauma. RESULTS: Hematologic malignant neoplasms developed in 100 of 216,826 patients during 1,303,680 person-years in the CT-exposed group and in 808 of 2,194,889 patients during 13,501,227 person-years in the CT-unexposed group. For hematologic malignant neoplasms, the IRR was 1.29 (95% CI, 1.03-1.60) and the IRD was 1.71 (95% CI, 0.04-3.37) per 100,000 person-years at risk. The majority of excess hematologic malignant neoplasms were leukemia (IRR, 1.40 [98.3% CI, 1.05-1.87]; IRD, 1.59 [98.3% CI, 0.02-3.16] per 100,000 person-years at risk). There were no between-group differences for secondary outcomes. CONCLUSIONS: Radiation exposure from head CTs in children and adolescents with minor head trauma was associated with an increased incidence of hematologic malignant neoplasms. CLINICAL RELEVANCE STATEMENT: Our study provides a quantitative grasp of the risk conferred by CT examinations in children and adolescents, thereby providing the basis for cost-benefit analyses and evidence-driven guidelines for patient triaging in head trauma. KEY POINTS: • This nationwide population-based cohort study showed that radiation exposure from head CTs in children and adolescents was associated with a higher incidence of hematologic malignant neoplasms. • The incidence rate of hematologic malignant neoplasms in the CT-exposed group was 29% higher than that in the CT-unexposed group (IRR, 1.29 [95% CI, 1.03-1.60]), and there were approximately 1.7 excess neoplasms per 100,000 person-years at risk in the CT-exposed group (IRD, 1.71 [0.04-3.37]). • Our study provides a quantified grasp of the risk conferred by CT examinations in children and adolescents, while controlling for biases observed in previous studies via specifying CT indication and excluding patients with predisposing conditions for cancer development.

13.
Cancer Res Treat ; 56(1): 48-60, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37402411

ABSTRACT

PURPOSE: This subgroup analysis of the Korean subset of patients in the phase 3 LASER301 trial evaluated the efficacy and safety of lazertinib versus gefitinib as first-line therapy for epidermal growth factor receptor mutated (EGFRm) non-small cell lung cancer (NSCLC). MATERIALS AND METHODS: Patients with locally advanced or metastatic EGFRm NSCLC were randomized 1:1 to lazertinib (240 mg/day) or gefitinib (250 mg/day). The primary endpoint was investigator-assessed progression-free survival (PFS). RESULTS: In total, 172 Korean patients were enrolled (lazertinib, n=87; gefitinib, n=85). Baseline characteristics were balanced between the treatment groups. One-third of patients had brain metastases (BM) at baseline. Median PFS was 20.8 months (95% confidence interval [CI], 16.7 to 26.1) for lazertinib and 9.6 months (95% CI, 8.2 to 12.3) for gefitinib (hazard ratio [HR], 0.41; 95% CI, 0.28 to 0.60). This was supported by PFS analysis based on blinded independent central review. Significant PFS benefit with lazertinib was consistently observed across predefined subgroups, including patients with BM (HR, 0.28; 95% CI, 0.15 to 0.53) and those with L858R mutations (HR, 0.36; 95% CI, 0.20 to 0.63). Lazertinib safety data were consistent with its previously reported safety profile. Common adverse events (AEs) in both groups included rash, pruritus, and diarrhoea. Numerically fewer severe AEs and severe treatment-related AEs occurred with lazertinib than gefitinib. CONCLUSION: Consistent with results for the overall LASER301 population, this analysis showed significant PFS benefit with lazertinib versus gefitinib with comparable safety in Korean patients with untreated EGFRm NSCLC, supporting lazertinib as a new potential treatment option for this patient population.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Morpholines , Pyrazoles , Pyrimidines , Humans , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Gefitinib/therapeutic use , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Quinazolines , ErbB Receptors/genetics , ErbB Receptors/metabolism , Republic of Korea , Mutation , Protein Kinase Inhibitors/adverse effects
14.
Eur Radiol ; 34(2): 1094-1103, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37615766

ABSTRACT

OBJECTIVES: To evaluate whether deep learning-based detection algorithms (DLD)-based triaging can reduce outpatient chest radiograph interpretation workload while maintaining noninferior sensitivity. METHODS: This retrospective study included patients who underwent initial chest radiography at the outpatient clinic between June 1 and June 30, 2017. Readers interpreted radiographs with/without a commercially available DLD that detects nine radiologic findings (atelectasis, calcification, cardiomegaly, consolidation, fibrosis, nodules, pneumothorax, pleural effusion, and pneumoperitoneum). The reading order was determined in a randomized, crossover manner. The radiographs were classified into negative and positive examinations. In a 50% worklist reduction scenario, radiographs were sorted in descending order of probability scores: the lower half was regarded as negative exams, while the remaining were read with DLD by radiologists. The primary analysis evaluated noninferiority in sensitivity between radiologists reading all radiographs and simulating a 50% worklist reduction, with the inferiority margin of 5%. The specificities were compared using McNemar's test. RESULTS: The study included 1964 patients (median age [interquartile range], 55 years [40-67 years]). The sensitivity was 82.6% (195 of 236; 95% CI: 77.5%, 87.3%) when readers interpreted all chest radiographs without DLD and 83.5% (197 of 236; 95% CI: 78.8%, 88.1%) in the 50% worklist reduction scenario. The difference in sensitivity was 0.8% (95% CI: - 3.8%, 5.5%), establishing noninferiority of 50% worklist reduction (p = 0.01). The specificity increased from 86.7% (1498 of 1728) to 90.4% (1562 of 1728) (p < 0.001) with DLD-based triage. CONCLUSION: Deep learning-based triaging may substantially reduce workload without lowering sensitivity while improving specificity. CLINICAL RELEVANCE STATEMENT: Substantial workload reduction without lowering sensitivity was feasible using deep learning-based triaging of outpatient chest radiograph; however, the legal responsibility for incorrect diagnoses based on AI-standalone interpretation remains an issue that should be defined before clinical implementation. KEY POINTS: • A 50% workload reduction simulation using deep learning-based detection algorithm maintained noninferior sensitivity while improving specificity. • The CT recommendation rate significantly decreased in the disease-negative patients, whereas it slightly increased in the disease-positive group without statistical significance. • In the exploratory analysis, the noninferiority of sensitivity was maintained until 70% of the workload was reduced; the difference in sensitivity was 0%.


Subject(s)
Artificial Intelligence , Deep Learning , Humans , Middle Aged , Radiography , Radiography, Thoracic , Radiologists , Retrospective Studies , Sensitivity and Specificity , Triage , Workload , Adult , Aged
15.
Eur Radiol ; 34(3): 1934-1945, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37658899

ABSTRACT

OBJECTIVES: To analyze the diagnostic performance and prognostic value of CT-defined visceral pleural invasion (CT-VPI) in early-stage lung adenocarcinomas. METHODS: Among patients with clinical stage I lung adenocarcinomas, half of patients were randomly selected for a diagnostic study, in which five thoracic radiologists determined the presence of CT-VPI. Probabilities for CT-VPI were obtained using deep learning (DL). Areas under the receiver operating characteristic curve (AUCs) and binary diagnostic measures were calculated and compared. Inter-rater agreement was assessed. For all patients, the prognostic value of CT-VPI by two radiologists and DL (using high-sensitivity and high-specificity cutoffs) was investigated using Cox regression. RESULTS: In 681 patients (median age, 65 years [interquartile range, 58-71]; 382 women), pathologic VPI was positive in 130 patients. For the diagnostic study (n = 339), the pooled AUC of five radiologists was similar to that of DL (0.78 vs. 0.79; p = 0.76). The binary diagnostic performance of radiologists was variable (sensitivity, 45.3-71.9%; specificity, 71.6-88.7%). Inter-rater agreement was moderate (weighted Fleiss κ, 0.51; 95%CI: 0.43-0.55). For overall survival (n = 680), CT-VPI by radiologists (adjusted hazard ratio [HR], 1.27 and 0.99; 95%CI: 0.84-1.92 and 0.63-1.56; p = 0.26 and 0.97) or DL (HR, 1.44 and 1.06; 95%CI: 0.86-2.42 and 0.67-1.68; p = 0.17 and 0.80) was not prognostic. CT-VPI by an attending radiologist was prognostic only in radiologically solid tumors (HR, 1.82; 95%CI: 1.07-3.07; p = 0.03). CONCLUSION: The diagnostic performance and prognostic value of CT-VPI are limited in clinical stage I lung adenocarcinomas. This feature may be applied for radiologically solid tumors, but substantial reader variability should be overcome. CLINICAL RELEVANCE STATEMENT: Although the diagnostic performance and prognostic value of CT-VPI are limited in clinical stage I lung adenocarcinomas, this parameter may be applied for radiologically solid tumors with appropriate caution regarding inter-reader variability. KEY POINTS: • Use of CT-defined visceral pleural invasion in clinical staging should be cautious, because prognostic value of CT-defined visceral pleural invasion remains unexplored. • Diagnostic performance and prognostic value of CT-defined visceral pleural invasion varied among radiologists and deep learning. • Role of CT-defined visceral pleural invasion in clinical staging may be limited to radiologically solid tumors.


Subject(s)
Adenocarcinoma of Lung , Lung Neoplasms , Aged , Female , Humans , Adenocarcinoma of Lung/diagnostic imaging , Adenocarcinoma of Lung/pathology , Lung Neoplasms/pathology , Neoplasm Staging , Pleura/diagnostic imaging , Pleura/pathology , Prognosis , Tomography, X-Ray Computed , Male , Middle Aged
16.
Rev. psicol. deport ; 33(1): 21-32, 2024. ilus, tab, graf
Article in English | IBECS | ID: ibc-231712

ABSTRACT

Indoor sports clubs, gymnasiums, and sports blocks and complexes have the potential for causing significant casualties in the event of a fire. As a result, there is a significant amount of research being done on fire safety. The impact of sales stands on fire safety is a vital aspect that needs to be considered to ensure comprehensive safety measures. This study seeks to assess the effect of sales stands on the time it takes to evacuate indoor sports blocks in the event of a fire. A fire and evacuation simulation programme were utilised to analyse the characteristics of fire and evacuation. The findings indicated that the sales stand had an impact on the time it took for sports athletes and physical workers to complete the evacuation, particularly when the corridor width was wide. However, there was no significant effect observed when the hallway width was narrow. Instead, they expanded the congested area in the hallway, resulting in a longer resolution time. It is evident that sales stand in indoor sports blocks and sports centres or complexes could potentially jeopardise evacuation safety. This study can serve as a basis for implementing safety measures. It examines how obstacles in corridors, such as those found in schools and hotels, impact the evacuation behaviour of individuals. These findings are particularly relevant for indoor sports facilities, which share similar spatial characteristics.(AU)


Subject(s)
Humans , Male , Female , Fires , Fitness Centers , Sports and Recreational Facilities , Strategic Evacuation , Fire Prevention and Protection , Sports
17.
Anticancer Res ; 44(1): 347-359, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38160001

ABSTRACT

BACKGROUND/AIM: This study investigated the treatment patterns and prognosis of patients with metastatic or unresectable colorectal cancer (mCRC) treated with chemotherapy with targeting agents. PATIENTS AND METHODS: This longitudinal multicenter study included 963 patients with mCRC who were treated in Korea between 2016 and 2020. Treatment patterns and efficacy were compared according to the mutation status and clinical factors. RESULTS: As first-line therapy, most of the patients (83.5%) received FOLFOX plus bevacizumab (35.4%), followed by FOLFIRI plus bevacizumab (18.8%), FOLFIRI plus cetuximab (17.0%), and FOLFOX plus cetuximab (12.3%). Bevacizumab was the most frequent agent (78.8%) combined with chemotherapy in RAS-mutated CRC, while cetuximab (57.2%) in RAS wild-type CRC. Cetuximab was frequently combined with a doublet regimen in patients with left-sided CRC than in those with right-sided CRC (34.4% vs. 16%). As second-line therapy, most patients (63.4%) also received doublet regimens with bevacizumab, and FOLFIRI plus aflibercept was administered in 15.1%. The objective response rate with FOLFIRI plus cetuximab was significantly higher in patients with left-sided CRC than in those with right-sided CRC (59.2% vs. 30.8%, p=0.008) and marginally higher in patients with RAS wild-type CRC than in those with RAS-mutated CRC (55.6% vs. 0.0%, p=0.092). Progression-free survival (PFS) with FOLFOX plus bevacizumab was significantly shorter than that with FOLFIRI plus bevacizumab (p=0.030) in RAS-mutated CRC, whereas there were no significant differences between regimens in RAS wild-type CRC. CONCLUSION: In patients with unresectable metastatic colorectal cancer, doublet chemotherapy with targeting agents is the most common therapy and efficacy depends on the mutation status as well as clinical factors.


Subject(s)
Colonic Neoplasms , Colorectal Neoplasms , Rectal Neoplasms , Humans , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bevacizumab/therapeutic use , Cetuximab , Colonic Neoplasms/drug therapy , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Prognosis , Rectal Neoplasms/drug therapy
18.
Diagnostics (Basel) ; 13(24)2023 Dec 12.
Article in English | MEDLINE | ID: mdl-38132228

ABSTRACT

PURPOSE: Sacroiliitis refers to the inflammatory condition of the sacroiliac joints, frequently causing lower back pain. It is often associated with systemic conditions. However, its signs on radiographic images can be subtle, which may result in it being overlooked or underdiagnosed. This study aims to utilize artificial intelligence (AI) to create a diagnostic tool for more accurate sacroiliitis detection in radiological images, with the goal of optimizing treatment plans and improving patient outcomes. MATERIALS AND METHOD: The study included 492 patients who visited our hospital. Right sacroiliac joint films were independently evaluated by two musculoskeletal radiologists using the Modified New York criteria (Normal, Grades 1-4). A consensus reading resolved disagreements. The images were preprocessed with Z-score standardization and histogram equalization. The DenseNet121 algorithm, a convolutional neural network with 201 layers, was used for learning and classification. All steps were performed on the DEEP:PHI platform. RESULT: The AI model exhibited high accuracy across different grades: 94.53% (Grade 1), 95.83% (Grade 2), 98.44% (Grade 3), 96.88% (Grade 4), and 96.09% (Normal cases). Sensitivity peaked at Grade 3 and Normal cases (100%), while Grade 4 achieved perfect specificity (100%). PPVs ranged from 82.61% (Grade 1) to 100% (Grade 4), and NPVs peaked at 100% for Grade 3 and Normal cases. The F1 scores ranged from 64.41% (Grade 1) to 95.38% (Grade 3). CONCLUSIONS: The AI diagnostic model showcased a robust performance in detecting and grading sacroiliitis, reflecting its potential to enhance diagnostic accuracy in clinical settings. By facilitating earlier and more accurate diagnoses, this model could substantially impact treatment strategies and patient outcomes.

19.
J Adv Nurs ; 2023 Dec 27.
Article in English | MEDLINE | ID: mdl-38151823

ABSTRACT

AIMS: To examine whether nursing diagnoses were associated with delirium in patients with sepsis. BACKGROUND: Nursing diagnosis is a nurse's clinical judgement about clients' current or potential health conditions. Delirium is regarded as an important nurse-sensitive outcome. Nonetheless, nursing diagnoses associated with delirium have not yet been identified. DESIGN: Retrospective correlational study. METHODS: This study was carried out from December 2021 to January 2023. We analysed electronic health records of patients with sepsis admitted to the intensive care units (ICUs) of a tertiary hospital in Seoul, South Korea. Delirium was defined based on the Intensive Care Delirium Screening Checklist score. Nursing diagnoses established within 24 h of admission to the ICU were included and were based on the North American Nursing Diagnosis Association diagnostic classification. The data were analysed using logistic regression. Demographics, comorbidities, procedures and physiological measures were adjusted. Regression model was evaluated via receiver operating characteristic curve, Nagelkerke R2 , accuracy and F1 score. RESULTS: The prevalence of delirium in patients with sepsis was 51.8%. Ineffective breathing patterns, decreased cardiac output and impaired skin integrity were significant nursing diagnoses related to delirium. Age ≥ 65 years, Acute Physiology and Chronic Health Evaluation II score, mechanical ventilation, continuous renal replacement therapy, physical restraint and comatose state were also associated with delirium in patients with sepsis. The area under the receiver operating characteristic curve was 0.806. CONCLUSION: Ineffective breathing patterns, decreased cardiac output and impaired skin integrity could manifest as prodromal symptoms of delirium among patients with sepsis. IMPACT: The prodromal symptoms of delirium revealed through nursing diagnoses can be efficiently used to identify high-risk groups for delirium. The use of nursing diagnosis system should be recommended in clinical practice caring for sepsis patients. REPORTING METHODS: STROBE checklist. PATIENT OR PUBLIC CONTRIBUTION: No patient or public involvement.

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