46 results on '"Yoonhee Choi"'
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2. Digital Platform Government and Government Innovation: Focucing on REdefining Roles and Functions of Government
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Hyo-Jin Ju, Heeyong Choi, and Yoonhee Choi
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- 2022
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3. The Effect of Stress on Depression in People who experienced COVID-19 Quarantine: Focusing on the Moderating Effect of Changes in Physical Activity and Sleep Time
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Yoonhee Choi
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- 2022
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4. Do policy expectations, health, and social support affect the quality of life of older adults?
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Yoonhee Choi and Eunjung Hwang
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Public Administration - Published
- 2022
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5. The Multidimensionality of Solar Energy Acceptance: Exploraing Conditions
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Yoonhee Choi, Seoyong Kim, and Geunsik Kim
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General Medicine - Published
- 2022
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6. Top Ten Tips Palliative Care Clinicians Should Know About Caring for Filipino American and Korean American Patients
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Jenny E. Chung, Susan Karass, Yoonhee Choi, Matthew Castillo, Christine A. Garcia, Richard D. Shin, Kimberson Tanco, Laura S. Kim, Michin Hong, and Cynthia X. Pan
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Anesthesiology and Pain Medicine ,General Medicine ,General Nursing - Published
- 2023
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7. Metastatic CDK12-Mutated Neuroendocrine Tumor of Lung Showed an Exceptional Response to Olaparib and Paclitaxel
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Leeseul Kim, Yoonhee Choi, Chan Mi Jung, Won Kyung Hur, Lesli A. Kiedrowski, Jaeyoun Choi, William H. Bae, Young Kwang Chae, Myungwoo Nam, Heayoon S. Cho, Christmann Low, Jin Young Hwang, Stanislav Fridland, Elena Vagia, Emma Yu, and Eugene Kim
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Cancer Research ,Lung ,business.industry ,Exceptional Response ,Olaparib ,chemistry.chemical_compound ,medicine.anatomical_structure ,Oncology ,chemistry ,Paclitaxel ,medicine ,Cancer research ,business ,CDK12 - Published
- 2021
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8. Test review: French examination of the College Scholastic Ability Test in Korea
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Yoonhee Choi and Jihye Chun
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Linguistics and Language ,Language and Linguistics - Abstract
This study reviews the French examination of the College Scholastic Ability Test (CSAT), the most influential and highest-stakes test in Korea. The CSAT score has considerable influence on university admissions, and admission to a highly ranked university is generally a prerequisite for socioeconomic success. From this perspective, the significance of the CSAT is enormous. In general, the assessment is influenced by the goals and content of the curriculum, and it also plays an important role in curriculum implementation. In Korea, the national curriculum has been recently reformed. The main goal of the reformed French curriculum is to promote communicative skills and cultural literacy. However, the examination has been criticized for not uniformly or adequately evaluating overall communicative skills. Considering the importance of the CSAT and the interdependence of assessment and curriculum, the CSAT French examination has to be reviewed from the perspective of test quality. Due to its limited assessment of communicative skills, the validity of the French examination is debatable. The problem of low reliability also arises due to the uncertainty of assessment criteria and guidelines. Authenticity and interactiveness could be improved by avoiding fragmentary knowledge and memorization-oriented assessment. The negative washback effect needs to be addressed to resolve the low relevance of the curriculum to the test and the relatively low applicability of the CSAT French score in university admission policy.
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- 2022
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9. The Effects of Married Female Workers’ Mental Health and Life Satisfaction on Job Satisfaction: Focused on the Differences by Employment Type
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HyoJin Ju and YoonHee Choi
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Life satisfaction ,Job satisfaction ,Psychology ,Mental health ,Clinical psychology - Published
- 2021
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10. The link between early adolescence neglect and later delinquency: longitudinal mediating effect of aggression
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Joonbeom Kim and Yoonhee Choi
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- 2020
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11. A Study on Developing and Validating the Lecture Evaluation Tool-Focusing on the H University case
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Rin Yun and Yoonhee Choi
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Computer science ,General Earth and Planetary Sciences ,Reliability (statistics) ,General Environmental Science ,Reliability engineering - Published
- 2020
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12. Machine learning approach for study on subway passenger flow
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Yujin Park, Yoonhee Choi, Kyongwon Kim, and Jae Keun Yoo
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Multidisciplinary - Abstract
We investigate regional features nearby the subway station using the clustering method called the funFEM and propose a two-step procedure to predict a subway passenger transport flow by incorporating the geographical information from the cluster analysis to functional time series prediction. A massive smart card transaction dataset is used to analyze the daily number of passengers for each station in Seoul Metro. First, we cluster the stations into six categories with respect to their patterns of passenger transport. Then, we forecast the daily number of passengers with respect to each cluster. By comparing our predicted results with the actual number of passengers, we demonstrate the predicted number of passengers based on the clustering results is more accurate in contrast to the result without considering the regional properties. The result from our data-driven approach can be applied to improve the subway service plan and relieve infectious diseases as we can reduce the congestion by controlling train intervals based on the passenger flow. Furthermore, the prediction result can be utilized to plan a ‘smart city’ which seeks shorter commuting time, comfortable ridership, and environmental sustainability.
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- 2022
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13. Metastatic
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William Han, Bae, Jin Young, Hwang, Won Kyung, Hur, Jaeyoun, Choi, Myungwoo, Nam, Yoonhee, Choi, Leeseul, Kim, Eugene, Kim, Stanislav, Fridland, Heayoon Shauna, Cho, Christmann, Low, Emma, Yu, Chan Mi, Jung, Elena, Vagia, Lesli, Kiedrowski, and Young Kwang, Chae
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Male ,Neuroendocrine Tumors ,Lung Neoplasms ,Treatment Outcome ,Paclitaxel ,Mutation ,Humans ,Phthalazines ,Antineoplastic Agents ,Cyclin-Dependent Kinases ,Piperazines ,Aged - Published
- 2022
14. Current Status of Outpatient Parenteral Antimicrobial Therapy in Korea: Experience of a Single University-Affiliated Acute-Care Hospital
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Eunjeong Heo, Yoonhee Choi, Hyung-sook Kim, Hyung Wook Namgung, Eunsook Lee, Euni Lee, Ju-Yeun Lee, Jongtak Jung, Eu Suk Kim, Hong Bin Kim, and Kyoung-Ho Song
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Infectious Diseases ,Pharmacology (medical) - Abstract
Systematic protocols for the management of outpatient parenteral antimicrobial therapy (OPAT) and information on the current status of a prescription of parenteral antibiotics for outpatients and referred patients are lacking in the Republic of Korea. This study aimed to describe the current status of OPAT at a tertiary care hospital in Korea.This was a retrospective study of outpatients and referral patients who were prescribed parenteral antibiotics from July to December 2019. We reviewed the prescribed antimicrobials, indications for antimicrobial therapy, institution administering the antimicrobial injections, and pre- and post-prescription management.Of the 577 prescriptions assessed in this study, 399 (69.2%) and 178 (30.8%) were delivered using the referral and outpatient models, respectively. About 70% of OPATs were prescribed in the pulmonology, infectious diseases, orthopedics, gastroenterology, and hematology departments. Five antibiotics (ertapenem [26.0%], ceftriaxone [12.8%], kanamycin [11.8%], amikacin [10.1%], and cefazolin [8.5%]) accounted for 69.2% of the total OPATs. Urinary tract (27.3%), respiratory (20.8%), and intra-abdominal (15.9%) infections were the most frequent indications for OPAT. After prescription, there were 295 (73.9%) and 150 (84.3%) follow-up visits in the referral and outpatient models, respectively (We found that a significant number of OPATs were prescribed, follow-up visits were not performed in the case of about a quarter of prescriptions, and laboratory monitoring was not fully conducted in more than half of the cases. Therefore, it is necessary to establish an appropriate management program for OPAT. Considering the limited resources and the distribution of OPAT prescriptions, an effective strategy may be to select the frequently-used antibiotics or frequently-prescribing departments and start the program with them.
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- 2022
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15. Current Status of Outpatient Parenteral Antimicrobial Therapy (OPAT) At a University-Affiliated Acute-Care Hospital in The Republic of Korea
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Yoonhee Choi, Jong Tak Jung, Kyoung Ho Song, Eu Suk Kim, Hong Bin Kim, Eunjeong Heo, Hyung-Sook Kim, Hyung Wook Namgung, Ju-Yeun Lee, Euni Lee, and Eun Sook Lee
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medicine.medical_specialty ,business.industry ,Acute care ,medicine ,Intensive care medicine ,business ,Antimicrobial - Abstract
Objectives The aim of this study was to describe current status of outpatient parenteral antimicrobial therapy (OPAT) at a tertiary care hospital in the Republic of Korea. Methods This retrospective study was conducted on outpatients and referral patients who had a prescription of parenteral antibiotics from July to December 2019. We reviewed the prescribed antimicrobials, the indication of antimicrobial therapy, where patients administered antimicrobial injection and management of pre- and post- prescriptions. Results Of the 577 episodes included in this study, 399 (69.2%) were delivered by referral model, 178 (30.8%) by outpatient model. About 70% of OPATs were prescribed in the pulmonology, infectious diseases, orthopedics, gastroenterology, and hematology departments. Five antibiotics (ertapenem (26.0%), ceftriaxone (12.8%), kanamycin (11.8%), amikacin (10.1%), and cefazolin (8.5%)) accounted for 69.2% of the total OPATs. Urinary tract infections (27.3%), respiratory infections (20.8%), and intra-abdominal infections (15.9%) are the most frequent indications of OPAT. After prescription, there were 295 (73.9%) follow-up visits in referral model and 150 (84.3%) in outpatient model (p
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- 2021
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16. Machine learning approach for study on subway passenger flow
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Yujin, Park, Yoonhee, Choi, Kyongwon, Kim, and Jae Keun, Yoo
- Abstract
We investigate regional features nearby the subway station using the clustering method called the funFEM and propose a two-step procedure to predict a subway passenger transport flow by incorporating the geographical information from the cluster analysis to functional time series prediction. A massive smart card transaction dataset is used to analyze the daily number of passengers for each station in Seoul Metro. First, we cluster the stations into six categories with respect to their patterns of passenger transport. Then, we forecast the daily number of passengers with respect to each cluster. By comparing our predicted results with the actual number of passengers, we demonstrate the predicted number of passengers based on the clustering results is more accurate in contrast to the result without considering the regional properties. The result from our data-driven approach can be applied to improve the subway service plan and relieve infectious diseases as we can reduce the congestion by controlling train intervals based on the passenger flow. Furthermore, the prediction result can be utilized to plan a 'smart city' which seeks shorter commuting time, comfortable ridership, and environmental sustainability.
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- 2021
17. The study on the comparison of students' and professors' perception of lecture evaluation
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Yoonhee Choi and Rin Yun
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Perception ,media_common.quotation_subject ,Mathematics education ,General Earth and Planetary Sciences ,Psychology ,General Environmental Science ,media_common - Published
- 2019
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18. A Randomized, Open-Label, Phase II Study Comparing Pemetrexed Plus Cisplatin Followed by Maintenance Pemetrexed versus Pemetrexed Alone in Patients with Epidermal Growth Factor Receptor (EGFR)-Mutant Non-small Cell Lung Cancer after Failure of First-Line EGFR Tyrosine Kinase Inhibitor: KCSG-LU12-13
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Moon Young Choi, Eun Kyung Cho, Hoon Gu Kim, Jinhyun Cho, Hye Ryun Kim, Ha Yeon Lee, Heui June Ahn, Keunchil Park, Ki Hyeong Lee, Myung-Ju Ahn, Hwan Jung Yun, Jin Hyoung Kang, Se-Hoon Lee, Su Jin Lee, K.H. Yoo, Yoonhee Choi, Sin-Ho Jung, Jong Mu Sun, Keon Uk Park, Jin Seok Ahn, Jaeheon Jeong, and Kihwan Kim
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Quality of life ,Male ,0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,Combination therapy ,Phases of clinical research ,Pemetrexed ,Kaplan-Meier Estimate ,Non-small cell lung carcinoma ,Maintenance Chemotherapy ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,Internal medicine ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Humans ,Treatment Failure ,Epidermal growth factor receptor ,Adverse effect ,Lung cancer ,Protein Kinase Inhibitors ,Cisplatin ,biology ,business.industry ,Induction Chemotherapy ,medicine.disease ,ErbB Receptors ,Treatment Outcome ,030104 developmental biology ,030220 oncology & carcinogenesis ,Mutation ,Retreatment ,Toxicity ,biology.protein ,Original Article ,Female ,business ,medicine.drug - Abstract
Purpose The optimal cytotoxic regimens have not been established for patients with non-small cell lung cancer (NSCLC) who develop disease progression on first-line epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI). Materials and methods We conducted a multi-center randomized phase II trial to compare the clinical outcomes between pemetrexed plus cisplatin combination therapy followed by maintenance pemetrexed (PC) and pemetrexed monotherapy (P) after failure of first-line EGFR-TKI. The primary objective was progression-free survival (PFS), and secondary objectives included overall response rate (ORR), overall survival (OS), health-related quality of life (HRQOL), and safety and toxicity profiles. Results A total of 96 patientswere randomized, and 91 patientswere treated at 14 centers in Korea. The ORR was 34.8% (16/46) for the PC arm and 17.8% (8/45) for the P arm (p=0.066). With 23.4 months of follow-up, the median PFS was 5.4 months in the PC arm and 6.4 months in the P arm (p=0.114). The median OS was 17.9 months and 15.7 months in PC and P arms, respectively (p=0.787). Adverse events ≥ grade 3 were reported in 12 patients (26.1%) in the PC arm and nine patients (20.0%) in the P arm (p=0.491). The overall time trends of HRQOL were not significantly different between the two arms. Conclusion The outcomes of pemetrexed therapy in NSCLC patients with disease progression after firstline EGFR-TKI might not be improved by adding cisplatin.
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- 2019
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19. Narcissistic leaders: The good, the bad, and recommendations
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Wei Ming Jonathan Phan and Yoonhee Choi
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Organizational Behavior and Human Resource Management ,Sociology and Political Science ,Form of the Good ,Psychology ,Social psychology ,Applied Psychology - Published
- 2022
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20. Positive Effects on Emotional Stress and Sleep Quality of Forest Healing Program for Exhausted Medical Workers during the COVID-19 Outbreak
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Yunsoo Kim, Yoonhee Choi, and Hyeyun Kim
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Male ,Sleep Quality ,SARS-CoV-2 ,Health, Toxicology and Mutagenesis ,COVID-19 ,sleep ,stress ,medical workers ,forest ,healing ,Public Health, Environmental and Occupational Health ,Humans ,Female ,Forests ,Psychological Distress ,Stress, Psychological ,Disease Outbreaks - Abstract
This study targeted medical workers, who are currently being subjected to an excessive workload and emotional stress during the COVID-19 outbreak. Various treatment programs, such as a relaxation program to relieve stress, a walk in the forest, and woodworking were provided to the participants as forest healing therapies. We enrolled 13 medical workers (11 females, 2 males). Before and after forest healing therapy, stress and sleep-related questionnaires and levels of salivary cortisol, dehydroepiandrosterone sulfate (DHEA-S), and melatonin were measured and compared. The improvement of the perceived stress scale and the decrease of DHEA-S, a stress index, showed statistically significant results. However, although this study was conducted with a small number of participants and has a limitation in that the therapy occurred over a short period of only 1 night and 2 days, the trend of supporting results remains positive. As such, the authors propose forest healing therapy as one intervention to relieve the job stress for this group of workers
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- 2022
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21. Role of mass spectrometry-based serum proteomics signatures in predicting clinical outcomes and toxicity in patients with cancer treated with immunotherapy
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Yeonggyeong Park, Min Jeong Kim, Yoonhee Choi, Na Hyun Kim, Leeseul Kim, Seung Pyo Daniel Hong, Hyung-Gyo Cho, Emma Yu, and Young Kwang Chae
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Proteomics ,Pharmacology ,Cancer Research ,Lung Neoplasms ,Immunology ,B7-H1 Antigen ,Mass Spectrometry ,Immune System Diseases ,Oncology ,Carcinoma, Non-Small-Cell Lung ,Humans ,Immunologic Factors ,Molecular Medicine ,Immunology and Allergy ,Immunotherapy - Abstract
Immunotherapy has fundamentally changed the landscape of cancer treatment. However, only a subset of patients respond to immunotherapy, and a significant portion experience immune-related adverse events (irAEs). In addition, the predictive ability of current biomarkers such as programmed death-ligand 1 (PD-L1) remains unreliable and establishing better potential candidate markers is of great importance in selecting patients who would benefit from immunotherapy. Here, we focus on the role of serum-based proteomic tests in predicting the response and toxicity of immunotherapy. Serum proteomic signatures refer to unique patterns of proteins which are associated with immune response in patients with cancer. These protein signatures are derived from patient serum samples based on mass spectrometry and act as biomarkers to predict response to immunotherapy. Using machine learning algorithms, serum proteomic tests were developed through training data sets from advanced non-small cell lung cancer (Host Immune Classifier, Primary Immune Response) and malignant melanoma patients (PerspectIV test). The tests effectively stratified patients into groups with good and poor treatment outcomes independent of PD-L1 expression. Here, we review current evidence in the published literature on three liquid biopsy tests that use biomarkers derived from proteomics and machine learning for use in immuno-oncology. We discuss how these tests may inform patient prognosis as well as guide treatment decisions and predict irAE of immunotherapy. Thus, mass spectrometry-based serum proteomics signatures play an important role in predicting clinical outcomes and toxicity.
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- 2022
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22. Predictive value of the videofluoroscopic swallowing study for long-term mortality in patients with subacute stroke
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Daham, Kim, Jae-Hyung, Kim, Si-Woon, Park, Hyung-Wook, Han, Sang Joon, An, Yeong In, Kim, Hyo Jin, Ju, YoonHee, Choi, and Doo Young, Kim
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Aged, 80 and over ,Male ,Stroke Rehabilitation ,Observational Study ,General Medicine ,Middle Aged ,mortality ,stroke ,Deglutition ,rehabilitation ,Risk Factors ,Humans ,Female ,deglutition disorder ,Deglutition Disorders ,diet ,Aged ,Retrospective Studies ,Research Article - Abstract
To investigate the usefulness of the videofluoroscopic swallowing study (VFSS) for subacute stroke in predicting long-term all-cause mortality, including not only simple parameters obtained from VFSS results, but also recommended dietary type as an integrated parameter. This was a retrospective study of patients with subacute (
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- 2022
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23. Increased virulence of the oral microbiome in oral squamous cell carcinoma revealed by metatranscriptome analyses
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Ellen O. Weinberg, Jorge Frias-Lopez, Susan Yost, Maria A. Kukuruzinska, Yoonhee Choi, Andrew Salama, Caroline A. Genco, Carolyn D. Kramer, and Philip Stashenko
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0301 basic medicine ,Virulence Factors ,Tryptophanase activity ,Virulence ,Pilot Projects ,Article ,Microbiology ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Humans ,RNA, Messenger ,General Dentistry ,Phylogeny ,Iron ion transport ,biology ,Microbiota ,Human microbiome ,Fusobacteria ,biology.organism_classification ,Bacterial adhesin ,lcsh:RK1-715 ,stomatognathic diseases ,030104 developmental biology ,030220 oncology & carcinogenesis ,lcsh:Dentistry ,Carcinoma, Squamous Cell ,Metagenome ,Mouth Neoplasms ,Oral Microbiome - Abstract
Oral squamous cell carcinoma (OSCC) is the most prevalent and most commonly studied oral cancer. However, there is a void regarding the role that the oral microbiome may play in OSCC. Although the relationship between microbial community composition and OSCC has been thoroughly investigated, microbial profiles of the human microbiome in cancer are understudied. Here we performed a small pilot study of community-wide metatranscriptome analysis to profile mRNA expression in the entire oral microbiome in OSCC to reveal molecular functions associated with this disease. Fusobacteria showed a statistically significantly higher number of transcripts at tumour sites and tumour-adjacent sites of cancer patients compared to the healthy controls analysed. Regardless of the community composition, specific metabolic signatures were consistently found in disease. Activities such as iron ion transport, tryptophanase activity, peptidase activities and superoxide dismutase were over-represented in tumour and tumour-adjacent samples when compared to the healthy controls. The expression of putative virulence factors in the oral communities associated with OSCC showed that activities related to capsule biosynthesis, flagellum synthesis and assembly, chemotaxis, iron transport, haemolysins and adhesins were upregulated at tumour sites. Moreover, activities associated with protection against reactive nitrogen intermediates, chemotaxis, flagellar and capsule biosynthesis were also upregulated in non-tumour sites of cancer patients. Although they are preliminary, our results further suggest that Fusobacteria may be the leading phylogenetic group responsible for the increase in expression of virulence factors in the oral microbiome of OSCC patients., Oncology: bacteria may contribute to oral cancer development A search of the oral microbiome has revealed a group of bacteria closely associated with the most common type of oral cancer, and whose activity may play a role in its development. Oral squamous cell carcinoma (OSCC) has been linked to tobacco and alcohol consumption, but there’s increasing interest in the role bacteria might play in its initiation and growth. To better understand the behaviour of the various microbes present in the mouths of healthy people and those with OSCC, Jorge Frias-Lopez at the University of Florida in Gainesville and his colleagues carried out a metatranscriptome analysis, which identifies the most actively expressed genes. This revealed significant differences in their microbial communities, with Fusidobacteria particularly enriched and hyperactive in patients with OSCC. The team also identified microbial activities that were consistently associated with cancer.
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- 2018
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24. Abstract 673: The role of mass spectrometry-based serum proteomics signatures in predicting clinical outcomes in cancer patients treated with immune check point inhibitors (ICI)
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Myungwoo Nam, William Han Bae, Young Kwang Chae, Won Kyung Hur, Jin Young Hwang, Emma Yu, Chan Mi Jung, William Cheng, Eugene Kim, Leeseul Kim, Yeun Ho Lee, and Yoonhee Choi
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Oncology ,Cancer Research ,medicine.medical_specialty ,Serum proteomics ,business.industry ,Cancer ,Mass spectrometry ,medicine.disease ,Immune system ,Internal medicine ,medicine ,business ,Check point - Abstract
The role of mass spectrometry-based serum proteomics signatures in predicting clinical outcomes in cancer patients treated with immune checkpoint inhibitors(ICI)Background Although immune checkpoint inhibitors (ICI) have changed the therapeutic scheme for multiple cancers, only a subset of patients experiences durable benefit. As current tumor markers such as PD-L1 show limited reliability in predicting clinical outcomes, we have explored the predictive role of markers representative of the host immune response on a systemic level present in the circulating proteome. Mass spectrometry allows for analysis of the proteome without the specific identification of individual proteins and protein isoforms. Here, we analyzed the most recent studies using mass spectrometry-based serum proteomics in predicting response to ICI treatment. Method A systematic literature search on Pubmed and major oncology scientific meetings was conducted up to November 18, 2020. Result Classifier algorithms trained with data sets from advanced stages of lung cancer (Primary Immune Response, Host Immune Classifier) and melanoma (BDX008, Immune Checkpoint Blockade) were used to stratify patients into groups with favorable and unfavorable treatment outcome. Patients with unfavorable predictive markers had worse prognosis when treated with ICI-single agent therapy. For patients treated with ICI alone or with chemotherapy as frontline or beyond, mass spectrometry-based serum proteomic signatures were shown to be a reliable predictive marker for survival outcomes (hazard ratios 0.15-0.5) independent of PD-L1 expression level. Conclusion Mass spectrometry-based serum proteomic tests reliably identify patients expected to have a worse prognosis. These patients can benefit from frontline aggressive treatment strategy combining ICI and chemotherapy rather than the standard of care ICI monotherapy. Cancer type Advanced stage NSCLCTreatmentLine of therapyClassifiernumber of patients included (n)number of patients in each classifier, n(%)Survival outcome (OS, month)HR [95%CI]referenceAdvanced stage NSCLCImmunotherapy (nivolumab)2nd linePIR116Not resistant75 (65%)17.30.48 [0.30-0.77], p=0.002Mirte Muller, et al.Resistant41(35%)6.0Sensitive32 (28%)11.10.58 [0.38-0.87], p=0.009Not sensitive84 (72%)4.3Immunotherapy ± ChemotherapyAll lines First line single agent immunotherapy (pembrolizumab) First line Combination (immunotherapy/chemotherapy) All lineHIC284Hot196 (69%)Not reached0.38 [0.27-0.53], p Citation Format: Yoonhee Choi, Jin Young Hwang, Won Kyung Hur, Myungwoo Nam, Leeseul Kim, Yeun Ho Lee, William Cheng, Eugene Kim, Emma Yu, Chan Mi Jung, William Han Bae, Young Kwang Chae. The role of mass spectrometry-based serum proteomics signatures in predicting clinical outcomes in cancer patients treated with immune check point inhibitors (ICI) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 673.
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- 2021
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25. Abstract 678: Exceptional response to PD-L1 inhibitor after radiation therapy in a patient with small cell neuroendocrine tumor of the prostate gland refractory to combination treatment with PD-1 and CTLA-4 inhibitors
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Christmann Low, William Cheng, Emma Yu, Young Kwang Chae, Eugene Kim, Yoonhee Choi, Cyra Y. Kang, Chan Mi Jung, Jin Young Hwang, William H. Bae, Myungwoo Nam, Heayoon Shauna Cho, Yeun Ho Lee, Won Kyung Hur, and Leeseul Kim
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Oncology ,Cancer Research ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Abscopal effect ,Cancer ,Ipilimumab ,Exceptional Response ,medicine.disease ,Radiation therapy ,Atezolizumab ,Internal medicine ,medicine ,Topotecan ,Nivolumab ,business ,medicine.drug - Abstract
Background: Immune checkpoint inhibitor (ICI) treatment became the new treatment paradigm of a wide spectrum of cancers in the last decade. However, overcoming unresponsiveness to ICI remains an important high unmet need in the field of immuno-oncology. It is unclear whether another ICI can be an effective treatment option in patients with tumors refractory to combinatorial immunotherapy. Here we describe a case in whom a significant response to a PD-L1 inhibitor was demonstrated when used concurrently with radiation therapy. Notably, this patient was found to be unresponsive to the combined ICI treatment of PD-1 and CTLA-4 inhibitors. Case Presentation: A 42 y.o. male patient who presented with urinary frequency and hematospermia was diagnosed with stage IV small cell neuroendocrine cancer of prostate gland with osseous metastasis. He was treated with cisplatin plus etoposide for 4 cycles and was subsequently treated with topotecan for 4 cycles given progression of disease (PD). He was given the combination of ipilimumab and nivolumab after another PD. Treatment was discontinued 5 months later due to a lack of response. Two months later, the patient received radiation therapy: 3000 cGy to the prostate and lower pelvis and palliative radiation therapy to the left femur. The patient subsequently underwent multiple lines of treatment with no satisfactory response. Follow up imaging test was concerning for progression with new liver and lung lesions. The treatment was switched to atezolizumab and nab-paclitaxel combination regimen. Concurrently, the patient had stereotactic ablative radiotherapy (4000 cGy) to pelvic region, paraspinal region and para-aortic LNs. Repeated imaging test after two months of the treatment showed an increase in pulmonary nodule size and the treatment was continued despite PD. The repeated scan after 6 weeks revealed an exceptional response that was close to resolution of the metastasized lesion in the liver and significant decrease in size of pulmonary metastatic lesions. Conclusion:This case illustrates the abscopal effect of targeted radiation treatment when coupled with immunotherapy. Exceptional responses seen in non-radiated lesions including lungs and liver after radiation to pelvic lymph nodes while on PD-L1 inhibitors corroborates the concept of synergistic effect of radiation and immunotherapy. Intriguingly, this concurrent treatment approach maximizing the abscopal effect was effective in this case where combinatorial immunotherapy with nivolumab and ipilimumab was ineffective. Future clinical trials are warranted to validate these findings in a more systematic fashion. Citation Format: Leeseul Kim, William Cheng, Yeun Ho Lee, Myungwoo Nam, Won Kyung Hur, Jin Young Hwang, Yoonhee Choi, William H Bae, Cyra Y. Kang, Heayoon Shauna Cho, Emma Yu, Chan Mi Jung, Eugene Kim, Christmann Low, Young Kwang Chae. Exceptional response to PD-L1 inhibitor after radiation therapy in a patient with small cell neuroendocrine tumor of the prostate gland refractory to combination treatment with PD-1 and CTLA-4 inhibitors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 678.
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- 2021
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26. Abstract 626: The neoantigen and immune landscape of epithelial mesenchymal transition (EMT) low and high score serous ovarian cancers
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William Cheng, William Han Bae, Myungwoo Nam, Eugene Kim, Christmann Low, Yoonhee Choi, Chan Mi Jung, Jeff Chuang, Jin Young Hwang, Emma Yu, Yeun Ho Lee, Young Kwang Chae, Heayoon S. Cho, Victor Wang, Won Kyung Hur, and Leeseul Kim
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Cancer Research ,Serous fluid ,Immune system ,Oncology ,business.industry ,Cancer research ,Medicine ,Epithelial–mesenchymal transition ,business - Abstract
Background: Apart from its role in ovarian cancer progression, epithelial-mesenchymal transition (EMT) can promote chemotherapy resistance. We aimed to analyze how the EMT score would affect the tumor microenvironment in ovarian cancer. Methods: cBioportal was queried to obtain The Cancer Genome Atlas (TCGA) data for the serous ovarian cancer (SOC) cohort (TCGA, 585 patients). The neoantigen prediction data was derived from the CloudNeo pipeline using TCGA mutation calling. EMT scores were calculated by subtracting the average RNA-seq z-scores of three epithelial marker genes from the average RNA-seq z-scores of 13 mesenchymal marker genes as described in the previous study. Patient samples were grouped as either EMT-high (highest 1/3) or EMT-low (lowest 1/3). CIBERSORT was applied to predict the tumor-infiltrating immune cells. Results: Among the 585 SOC patients, only 256 patients had mutation data available for our analysis. The EMT-low group had a significantly higher mutation count (p value=0.0004) and cytolytic score (p value=0.032) than the EMT-high group. In addition, the EMT-low samples were associated with improved overall survival in SOC patients (HR, 0.55; 95% CI, 0.39-0.78; P < 0.001). The median survival of EMT-low was 57.40, and EMT-high was 41.06 months. Neoantigen counts and PD-L1 express level tended to be higher in the EMT-high group although failed to show statistical significance. The immune cell infiltration rates were not different between both groups. Conclusions: Our study is the first to describe the association between the EMT potential, neoantigen counts, and cytolytic scores in SOC. In our analyses, tumors with low EMT potential had a significantly higher neoantigen burden and higher cytolytic scores, suggesting that tumors with low EMT potentials tend to be more immunogenic. Further studies are warranted to explore the utility of EMT scores as biomarkers to predict the treatment response to immunotherapy in SOC. The immunologic characteristics of EMT low and high SOCNumber of patientsNeoantigen countp-valueMutation countp-valueCytolytic scorep-valuePD-L1 expressionp-valueEMT low6088.190.183783.190.0004183.40.032190.0663EMT high5867.7472.7486.3515.52 Citation Format: Won Kyung Hur, Jin Young Hwang, Leeseul Kim, Myungwoo Nam, William H. Bae, Yoonhee Choi, Yeun Ho Lee, Heayoon S. Cho, Emma Yu, Chan Mi Jung, William Cheng, Eugene Kim, Christmann Low, Victor Wang, Jeff Chuang, Young Kwang Chae. The neoantigen and immune landscape of epithelial mesenchymal transition (EMT) low and high score serous ovarian cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 626.
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- 2021
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27. Abstract 451: Immune landscape of endometrial carcinoma and its association with neoantigen landscape and TGF-β signaling pathway related genes mutation status
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Chan Mi Jung, Yoonhee Choi, William Cheng, Jeff Chuang, Leeseul Kim, Young Kwang Chae, William H. Bae, Eugene Kim, Won Kyung Hur, Myungwoo Nam, Heayoon S. Cho, Victor Wang, Jin Young Hwang, Yeun Ho Lee, and Emma Yu
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Cancer Research ,Mutation ,Cancer ,Biology ,medicine.disease_cause ,medicine.disease ,Signaling Pathway Gene ,Immune system ,Oncology ,Granzyme ,Perforin ,medicine ,Cancer research ,Carcinoma ,biology.protein ,Cytotoxic T cell - Abstract
We aimed to understand how TGF-β signaling pathway related gene mutation affects the tumor neoantigen burden and immune landscape in uterine corpus endometrial carcinoma (UCEC). cBioPortal was queried to obtain the UCEC The Cancer Genome Atlas (TCGA) cohort data (521 patients). TGF-β signaling pathway related gene mutation was defined as genetic variances in TGFBR1, TGFBR2, ACVR2A, ACVR1B, SMAD2, SMAD3, or SMAD4. The neoantigen counts were predicted using CloudNeo pipeline. CIBERSORT was used to predict tumor-infiltrating immune cells. In 521 UCEC patients, 124 had mutations in TGF-β signaling pathway related genes. These tumors with the mutations had significantly higher neoantigen counts, mutation counts, and cytolytic scores (a geometric mean of mRNA expression of perforin and granzyme), and a trend towards higher PD-L1 expression level (Table 1). When subdivided by molecular subtypes, similar patterns were seen in most groups. TGF-β signaling pathway gene mutation was significantly associated with tumor tissue infiltration by CD8 T cells (18.3% vs 10.5%; p< 0.05), active CD4 memory T cells(13.0% vs 7.5%; p Immune landscape of endometrial carcinoma according to TGF-β pathway related gene mutationnumber of valuesneoantigenmutation countcytolytic scorePD-L1 expressionAll521166.1964.5189.914.1TGF-β pathway related gene nonmutated39652.3219.415813.4TGF-β pathway related gene mutated124528.4**3350.0**293.2*16.3POLEmutAll85741.04925268.619.0nonmutated28158.9941.6183.517.7mutated571027.0**6881.0**310.4*19.6MSI-HAll167297.51455.0251.814.8nonmutated99157.1539.5207.714.7mutated68501.9**2787.0**315.915.0P53abnAll192134.7904.1202.616.8nonmutated14820.390.8142.215.6mutated44519.3**3640.0**407.218.5NSMPAll16111.5254.9131.59.7nonmutated15411.554.6133.39.6mutated712.960.491.612.1Values are expressed as mean.*p Citation Format: William H. Bae, Jin Young Hwang, Won Kyung Hur, Myungwoo Nam, Yoonhee Choi, Leeseul Kim, Yeun Ho Lee, William Cheng, Eugene Kim, Emma Yu, Chan Mi Jung, Heayoon S. Cho, Jeff Chuang, Victor Wang, Young Kwang Chae. Immune landscape of endometrial carcinoma and its association with neoantigen landscape and TGF-β signaling pathway related genes mutation status [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 451.
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- 2021
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28. Abstract 453: The neoantigen and immune landscape of low and high grade serous ovarian cancers
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Chan Mi Jung, Victor Wang, Yoonhee Choi, Myungwoo Nam, William Cheng, William H. Bae, Christmann Low, Won Kyung Hur, Young Kwang Chae, Jin Young Hwang, Jeff Chuang, Yeun Ho Lee, Leeseul Kim, Heayoon S. Cho, Emma Yu, and Eugene Kim
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Oncology ,Cancer Research ,medicine.medical_specialty ,Serous carcinoma ,business.industry ,Cancer ,Subgroup analysis ,medicine.disease ,Subtyping ,Serous fluid ,Immune system ,Internal medicine ,Cancer genome ,medicine ,business ,Pathological - Abstract
Background: Within serous ovarian cancer (SOC), high-grade serous carcinoma (HGSC) demonstrates a worse prognosis compared to low-grade serous carcinoma (LGSC). Molecular analysis of SOC has revealed a distinct pattern of mutations found between the two pathologic subtypes, with TP53 as the main driver for HGSC. We analyzed the neoantigen and immune landscape of different SOC subtypes according to pathological grades and mutation status. Methods: The analysis was done using the SOC cohort of The Cancer Genome Atlas (TCGA). The neoantigen prediction was done through the CloudNeo pipeline. CIBERSORT was applied to derive the tumor-infiltrating immune cells. Patients were grouped by their pathological grades (high vs. low) and the molecular features (type 1 vs. 2). For further subgroup analysis, high-grade samples were stratified by their TP53 mutation status. Results: Among 585 SOC patients, a subset of 254 patients with available mutation counts and predicted neoantigen counts were included. There was no significant difference in neoantigen count between low and high grades (median 50.50 vs. 62.50, p=0.84). However, there was a trend for differential numbers in the neoantigen count between type 1 and type 2 (median 29 vs. 66.50, p=0.07). No notable differences were detected in immune landscapes of low vs. high grade and type 1 vs. type 2. Conclusions: Our study is the first to describe the neoantigen and immune landscape of SOC. There were no significant differences in the immune landscape between the subtypes. It seems that molecular subtyping is more related to neoantigen differences than histologic subtyping. It is likely that the neoantigen differences are not defined by the histologic grade but rather by molecular trait. The immunologic characteristics of EMT low and high SOCNumber of ptientsNeoantigen countp-valueMutation countp-valueCytolytic scorep-valuePD-L1 expressionp-valueLow grade1250.500.84700.8757.120.4812.340.28High grade8062.5085.571.0919.66Type 117290.07114.60.98125.10.7824.940.77Type 222066.50115.3119.526.3High grade(TP53 wild type)744.000.06620.08163.20.0629.770.5High grade(TP53 mutated)7364.0086110.126.47TCGA cohort provided the data of low(GB, G1, G2) and high(G3, G4) grade SOCsType 1: Defined as mutations in KRAS, BRAF, PTEN, PIK3CA, CTNNB1 and ARID1A irrespective of histologic gradeType 2: Defined as mutation in TP53 irrespective of histologic gradeThe samples that had intersecting mutations were excluded in type 1 and type 2.The cytolytic activity score was defined as a geometric mean of mRNA expression of perforin and granzyme. Citation Format: Won Kyung Hur, Jin Young Hwang, Leeseul Kim, Myungwoo Nam, William H. Bae, Yoonhee Choi, Yeun Ho Lee, William Cheng, Heayoon S. Cho, Emma Yu, Chan Mi Jung, Eugene Kim, Christmann Low, Victor Wang, Jeff Chuang, Young Kwang Chae. The neoantigen and immune landscape of low and high grade serous ovarian cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 453.
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- 2021
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29. Abstract 519: Hyperprogression in follicular thyroid cancer treated with combination immunotherapy
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Won Kyung Hur, Chan Mi Jung, Emma Yu, Elena Vagia, Jin Young Hwang, Young Kwang Chae, Christmann Low, Heayoon S. Cho, William Cheng, Eugene Kim, Myungwoo Nam, William Han Bae, Leeseul Kim, Yoonhee Choi, and Yeun Ho Lee
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Cancer Research ,Oncology ,business.industry ,Cancer research ,Medicine ,Combination immunotherapy ,business ,Follicular thyroid cancer ,medicine.disease - Abstract
Hyperprogression is a severe adverse event usually reported in immunogenic cancers such as non-small cell lung cancer (NSCLC) and melanoma after immunotherapy. Currently, there are no reported cases of hyperprogression seen in thyroid cancer. Here, we present the first case of follicular thyroid cancer patient with PDL-1 A 53-year old male with stage IV follicular thyroid cancer with multiple skeletal metastases, including left fifth rib, T1, T4, T5 vertebral body, was treated with Lenvatinib on 1/2018 and held on 12/2018 due to esophagus dilation. No targetable mutations were detected with molecular studies and PD-L1 was not expressed on the tumor. The patient received 1 cycle of nivolumab (3mg/kg) and ipilimumab (1mg/kg) on 7/27/2020, but could not continue the treatment due to neurologic deterioration and progression on follow-up CT. We defined hyperprogression per the criteria proposed by Lo Russo et al (2018), which defined it as meeting at least 3 out of 5 following criteria: TTF Before the initiation of immunotherapy, a CT chest scan revealed no target lesion, thus the sum of target lesions major diameters reported as 0. At baseline, the patient complained of numbness and tingling in the upper extremities. Follow-up imaging studies three weeks after the initiation of immunotherapy showed a 24.4 x 18.4 mm right hilar lymph node metastasis and a 6.7 x 4.2 cm right shoulder heterogeneous mass was reported on CT chest scan and scapula MRI, respectively. Along with progression of the disease, the patient developed rapid neurologic deteriorations including diminished bilateral hand grip and positive Romberg's test. The sum of target lesion major diameters was 85.4 mm, TTF This is the first case report of hyperprogression in follicular thyroid cancer, which is less immunogenic compared to NSCLC and melanoma. The underlying mechanism of hyperprogression and its association with immunotherapy remains unclear. Further research on potential risks of hyperprogression in less immunogenic cancer such as thyroid cancer is warranted. Citation Format: Yeun Ho Lee, Leeseul Kim, Myungwoo Nam, William Cheng, Won Kyung Hur, Jin Young Hwang, Yoonhee Choi, William H Bae, Eugene Kim, Heayoon Shauna Cho, Emma Yu, Chan Mi Jung, Christmann Low, Elena Vagia, Young Kwang Chae. Hyperprogression in follicular thyroid cancer treated with combination immunotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 519.
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- 2021
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30. Abstract 452: TGF-β signaling pathway-related gene mutations are associated with increased neoantigen counts, enhanced cytolytic activity, and improved survival outcomes in TP53-mutated endometrial carcinoma
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William Cheng, Victor Wang, Young Kwang Chae, Jin Young Hwang, Yoonhee Choi, Yeun Ho Lee, Myungwoo Nam, William H. Bae, Jeff Chuang, Won Kyung Hur, Eugene Kim, Leeseul Kim, Chan Mi Jung, and Emma Yu
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Cancer Research ,Mutation ,Tumor microenvironment ,biology ,business.industry ,Cancer ,Gene mutation ,medicine.disease_cause ,medicine.disease ,Oncology ,Perforin ,Granzyme ,Tumor progression ,biology.protein ,medicine ,Carcinoma ,Cancer research ,business - Abstract
TP53-mutation is a poor prognostic marker for uterine corpus endometrial carcinoma (UCEC). TGF-β is known to promote tumor progression via immune suppression, particularly NK and T cell-mediated cytotoxicity, in the tumor microenvironment. We aimed to analyze the impact of TGF-β signaling pathway-related gene mutation on the immune landscape and survival outcomes in TP53-mutated UCEC patients. cBioPortal was queried to obtain the UCEC The Cancer Genome Atlas cohort data (TCGA, 529 patients). The neoantigen counts were predicted using the CloudNeo pipeline. Survival outcomes were compared in the TGF-β signaling pathway-related gene mutated group, which were defined as genetic variances in TGFBR1, TGFBR2, ACVR2A, ACVR1B, SMAD2, SMAD3, or SMAD4, and the TGF-β signaling pathway-related gene non-mutated group. The cytolytic activity score was defined as a geometric mean of mRNA expression of perforin and granzyme. The duration of overall survival and disease-free survival were also obtained from cBioPortal. Out of the 529 UCEC patients, 192(36.3%) cancer tissues with TP53 mutations were analyzed for this study. 44 patients (22.9%) had more than one mutation in their TGF-β signaling pathway-related genes. TGF-β signaling pathway-related gene mutated group, when compared to a non-mutated group, was associated with significantly increased neoantigen counts (519.3 vs. 20.34 ; p Citation Format: William H. Bae, Jin Young Hwang, Won Kyung Hur, Myungwoo Nam, Yoonhee Choi, Leeseul Kim, Yeun Ho Lee, William Cheng, Eugene Kim, Emma Yu, Chan Mi Jung, Jeff Chuang, Victor Wang, Young Kwang Chae. TGF-β signaling pathway-related gene mutations are associated with increased neoantigen counts, enhanced cytolytic activity, and improved survival outcomes in TP53-mutated endometrial carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 452.
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- 2021
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31. Abstract 520: Potential role of serum proteome in predicting immune-related adverse events from immunotherapy in non-small cell lung cancer
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William Han Bae, Won Kyung Hur, Chan Mi Jung, William Cheng, Jin Young Hwang, Leeseul Kim, Yeun Ho Lee, Young Kwang Chae, Yoonhee Choi, Heayoon S. Cho, and Myungwoo Nam
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Cancer Research ,business.industry ,medicine.medical_treatment ,Immunotherapy ,medicine.disease ,Immune system ,Oncology ,Serum proteome ,Immunology ,Medicine ,Non small cell ,business ,Adverse effect ,Lung cancer - Abstract
Early recognition of immune-related adverse events (irAEs) of immunotherapy is important. Circulating proteome reflects host response to diseases and is being explored as a marker for response to immunotherapy. We used a serum-based proteomics test, Primary Immune Response (PIR), to explore the associations between developing irAEs and immunotherapy in non-small cell lung cancer (NSCLC) patients. Data of 38 consented NSCLC patients with baseline PIR test done within one week prior to the start of immunotherapy were collected. Samples were grouped into either sensitive or intermediate/resistant (not sensitive) by PIR classification. We analyzed the durations from the immunotherapy initiation to the first episode of irAE, each individual irAE, and each irAE above grade 1 using log-rank test. IrAEs were graded according to Common Terminology Criteria for Adverse Events (CTCAE) v5.0. Among the 38 NSCLC patients, 21 patients (55%) experienced one or more irAEs. The total number of irAEs was 33 with the majority classified as either grade 1 (n=18, 55%) or grade 2 (n=11, 33%) (Table 1). PIR-sensitive group showed longer irAE free period with the median ‘Time to first irAE' being 54 weeks compared to 9.5 weeks in PIR-not sensitive (p=0.22, HR=0.56, 95% CI=0.24-1.34). The median ‘Time to each irAE' were 45 weeks and 12 weeks in PIR-sensitive and PIR-not sensitive, respectively (p=0.1, HR=0.55, 95% CI=0.28-1.1). The median ‘Time to each irAE above grade 1' demonstrated similar results with less differences between the two groups with median values of 54 weeks and 30 weeks in PIR-sensitive and PIR-not sensitive, respectively (p=0.28, HR=0.57, 95% CI=0.21-1.56). Our results demonstrated a trend that PIR-sensitive patients are more likely to tolerate immunotherapy longer without developing irAEs. It implies the potential value of the baseline PIR test in predicting the development of irAEs and selecting subsets of patients who need close monitoring with immunotherapy. Distribution of irAEs by PIR classificationVariablesSensitiveNot-sensitiveTotal number of patients, n1325Patients without irAE, n (%)7 (54%)10 (40%)Patients with irAE, n (%)6 (46%)15 (60%)Total number of irAEs, n1023Grade 1, n (%)5 (50%)13 (57%)Grade 2, n (%)5 (50%)6 (26%)Grade 3, n (%)02 (8%)Grade 4, n (%)01 (4%)Grade 5, n (%)01 (4%) Citation Format: Myungwoo Nam, Leeseul Kim, William Cheng, William H. Bae, Jin Young Hwang, Yoonhee Choi, Yeun Ho Lee, Won Kyung Hur, Chan Mi Jung, Heayoon S. Cho, Young Kwang Chae. Potential role of serum proteome in predicting immune-related adverse events from immunotherapy in non-small cell lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 520.
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- 2021
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32. The Oral Mouse Microbiome Promotes Tumorigenesis in Oral Squamous Cell Carcinoma
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Subbiah Yoganathan, Tsute Chen, Theodora E. Danciu, Yoonhee Choi, Bikul Das, Montserrat Ruiz-Tourrella, Susan Yost, Christine A. Kressirer, Philip Stashenko, Jorge Frias-Lopez, and Alexis Kokaras
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0301 basic medicine ,Physiology ,microbiome ,Biology ,medicine.disease_cause ,Biochemistry ,Microbiology ,Host-Microbe Biology ,03 medical and health sciences ,0302 clinical medicine ,Lipid biosynthesis ,Genetics ,medicine ,metatranscriptome ,Microbiome ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics ,Wnt signaling pathway ,Cancer ,dysbiosis ,Parabacteroides ,medicine.disease ,QR1-502 ,3. Good health ,Computer Science Applications ,stomatognathic diseases ,030104 developmental biology ,030220 oncology & carcinogenesis ,Modeling and Simulation ,Cancer research ,Oral Microbiome ,OSCC ,time series ,Carcinogenesis ,Dysbiosis ,Research Article - Abstract
There is growing evidence that changes in the microbiome are associated with carcinogenesis. To date, no consistent oral microbiome composition associated with OSCC has been identified. Longitudinal and functional studies like the study presented here should yield a better understanding of the role that the oral microbiome plays in OSCC. Our findings, obtained using a germ-free mouse model, indicate that the presence of different oral microbiomes enhances tumorigenesis and increases the final number of tumors in mice. By studying community-wide expression profiles, we found that regardless of the phylogenetic composition of the microbiome, the same metabolic activities were consistently associated with OSCC. Therefore, due to the functional redundancy of the microbiome, the critical element in explaining the contribution of the microbiota in OSCC is the collective physiological activity of the community, thus accounting for the previous inability to identify a consensus community profile or etiologic agents for OSCC., Oral squamous cell carcinoma (OSCC) is the most common malignancy of the head and neck worldwide. Dysbiosis of the microbiome has increasingly been linked to the development of different kinds of cancer. Applying 16S rRNA gene sequence analysis and metatranscriptomic analyses, we characterized the longitudinal changes in the profiles and the function of the oral microbiome in a 4-nitroquinoline-1-oxide (4-NQO)-induced model of OSCC in gnotobiotic mice. We characterized the dynamics of the oral microbiome in this model using two different microbiome inocula: one from healthy mice and the other from mice bearing a 4-NQO-induced tumor. Mice colonized with different oral microbiomes and exposed to 4-NQO had increased tumor numbers and sizes compared to controls exposed to 4-NQO but lacking a microbiome. We observed an overall increase in diversity in the tumorigenic samples compared to that in the nontumor group not exposed to 4-NQO. Despite the variability in community dynamics, specific patterns emerged during the progression of the disease. In the two groups that were inoculated with the OSCC-associated microbiome, we observed opposite profiles of abundance in Parabacteroides and Corynebacterium. While the percentage of Parabacteroides bacteria decreased in the control group, it increased in the OSCC group, and the opposite was observed for Corynebacterium. The metatranscriptomic analysis revealed overexpression of the same metabolic signatures associated with OSCC regardless of the community profile. These included nitrogen transport, response to stress, interspecies interactions, Wnt pathway modulation, and amino acid and lipid biosynthesis. Thus, these results seem to suggest that certain collective physiological activities are critical for microbiome-mediated OSCC progression. IMPORTANCE There is growing evidence that changes in the microbiome are associated with carcinogenesis. To date, no consistent oral microbiome composition associated with OSCC has been identified. Longitudinal and functional studies like the study presented here should yield a better understanding of the role that the oral microbiome plays in OSCC. Our findings, obtained using a germ-free mouse model, indicate that the presence of different oral microbiomes enhances tumorigenesis and increases the final number of tumors in mice. By studying community-wide expression profiles, we found that regardless of the phylogenetic composition of the microbiome, the same metabolic activities were consistently associated with OSCC. Therefore, due to the functional redundancy of the microbiome, the critical element in explaining the contribution of the microbiota in OSCC is the collective physiological activity of the community, thus accounting for the previous inability to identify a consensus community profile or etiologic agents for OSCC.
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- 2019
33. Comparisons of laboratory results between two blood samplings: Venipuncture versus peripheral venous catheter-A systematic review with meta-analysis
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Seung Byun, Hanjong Park, Mi Jung Jung, Yoonhee Choi, Younhee Jeong, and Min Sun Kim
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medicine.medical_specialty ,Venipuncture ,030504 nursing ,business.industry ,General Medicine ,Phlebotomy ,03 medical and health sciences ,Nursing care ,0302 clinical medicine ,Systematic review ,Blood chemistry ,Emergency medicine ,Catheterization, Peripheral ,Coagulation testing ,medicine ,Peripheral venous catheter ,Humans ,030212 general & internal medicine ,0305 other medical science ,business ,General Nursing ,Blood sampling - Abstract
Aims and objectives To compare the results of haematology, blood chemistry and coagulation tests between two blood sampling methods via venipuncture and peripheral venous catheter. Background Laboratory results of the previous studies on blood sampling methods through peripheral venous catheter versus venipuncture are inconsistent. Therefore, it is necessary to better understand the discrepancies between the two blood sampling methods and to provide evidence for practice. Design Systematic literature review and meta-analysis were conducted in accordance with the PRISMA reporting guideline. Methods Reviewed articles for this study were searched through database, including PubMed, Cochrane Library, EMBASE, SCOPUS, Web of Science, ProQuest Dissertations & Theses, CINAHL (Cumulative Index to Nursing and Allied Health Literature) and ERIC (Educational Resource Information Centre). Hand-searching was also conducted. Results We finally identified 17 studies for a systematic review, and 10 studies out of them were selected for a meta-analysis. A total of 678 participants were included in the meta-analysis. Overall, there was no significant difference in haematology, blood chemistry and coagulation test values between two sampling methods via venipuncture and peripheral venous catheter. Conclusion Findings of this study provide substantial evidence that most blood tests via venipuncture and peripheral venous catheter would not be different. Patients will be benefitted by reducing the number of venipuncture if a series of blood tests can be conducted by using peripheral venous catheter. Thus, healthcare providers may refer to more reliable laboratory results on using peripheral venous catheter for without increasing the risk of bleeding events and pain on blood sampling sites due to frequent phlebotomies. Relevance to clinical practice The results of this study will be a good evidence to decide blood sampling methods in clinical practice.
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- 2019
34. Real-world concordance between tumor mutational burden (TMB) from blood (circulating tumor DNA) and tissue in lung cancer
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Jin Young Hwang, Hojung Jung, Inae Park, William Bae, Grace Lee, Young Kwang Chae, Yoonhee Choi, and Leeseul Kim
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Cancer Research ,business.industry ,medicine.medical_treatment ,Concordance ,Immunotherapy ,medicine.disease ,chemistry.chemical_compound ,Oncology ,Blood circulating ,chemistry ,medicine ,Cancer research ,Lung cancer ,business ,DNA - Abstract
e20522 Background: Tumor mutational burden (TMB) level is associated with response to immunotherapy in lung cancer. However, tissue TMB can be difficult to obtain, as tissue samples obtained from biopsies may be insufficient. Circulating tumor DNA-based TMB has been developed in order to complement or replace tissue TMB, but there is limited real-world data on their concordance. Here, we investigate the landscape and concordance between blood and tissue TMB, along with clinical traits of the concordant and discordant groups. Methods: Tumor mutational burden (TMB) was calculated using Tempus (tissue) and Guardant Health (blood) next generation sequencing (NGS) platforms from October 2020 to January 2021. There were 33 patients who had both Tempus and Guardant TMB data. Under the assumption that tissue TMB (tTMB) correlates with blood TMB (bTMB) at a ratio of 1:1.6, the patients were divided into concordant and discordant groups. The concordant group patients had bTMB/tTMB ratios between 1.3 and 1.9. The discordant group was divided into two subgroups: over 1.9 (Group B) and less than 1.3 (Group C). Among the 33 patients, 9 patients were excluded due to their non-evaluable bTMB levels. Treatment response was evaluated using RECIST criteria. Results: Of the remaining 24 patients, 7 patients in the concordant group and 21 patients in the discordant group were analyzed according to their clinical manifestations [Blood TMB (n = 24): range [1.46, 44.01], median = 9.57], [Tissue TMB (n = 24), range [1.3, 18.4], median = 4.5]. We compared the clinical presentations (number of metastatic organs and metastatic sites) between the two discordant groups (Groups B and C). Among the 24 patients, 13% (n = 3) had small cell lung cancer, 50% (n = 12) had adenocarcinoma, and 29% (n = 7) had squamous cell lung carcinoma. Patients with higher bTMB than tTMB (Group B) had more squamous cell carcinoma cases (71%, n = 5) compared to remaining groups (Groups A and C) (29%, n = 2). Among the discordant group, 6% of the patients (n = 1) had small cell lung cancer, 47% (n = 8) had adenocarcinoma, and 35% (n = 6) had squamous cell carcinoma. Further, 58% (n = 14) of the patients had higher bTMB than tTMB levels. Among the concordant and discordant groups, tumor burden as reflected by the number of metastatic sites and metastatic lesions and the sum of the largest diameters of tumor lesions using RECIST had no significant difference (p = 0.10, 0.68, 0.54, respectively). The concordant and discordant groups showed no significant difference in objective response (33% vs. 20%, p = 0.60) or clinical benefit rate (100% vs. 60%, p = 0.33). Conclusions: The majority of the patients had higher blood TMB than tissue TMB (Group A), with a concordance rate as low as 28%. Further studies are warranted to understand the biology behind the difference between blood and tissue TMB, including intertumoral heterogeneity.
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- 2021
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35. Potential role of serum proteome in predicting immune-related adverse events from immune checkpoint inhibitors in non-small cell lung cancer
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Young Kwang Chae, Yoonhee Choi, Leeseul Kim, Chan Mi Jung, Inae Park, Alice Daeun Lee, Emma Yu, and Hojung Jung
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Cancer Research ,business.industry ,Immune checkpoint inhibitors ,Host response ,medicine.disease ,Immune system ,Oncology ,Serum proteome ,Immunology ,Proteome ,Medicine ,Non small cell ,Adverse effect ,business ,Lung cancer - Abstract
e21218 Background: Early recognition of immune-related adverse events (irAEs) of immune checkpoint inhibitors(ICI) is important. Circulating proteome reflects host response to diseases and is being explored as a marker for response to immunotherapy. We previously have reported that a serum-based proteomics test, Primary Immune Response (PIR) demonstrated a trend that PIR-sensitive patients are more likely to tolerate ICI treatment longer without developing irAEs in non-small cell lung cancer (NSCLC) patients. The VeriStrat test is another serum-based proteomic assay, which was reported to be predictive of survival outcomes for all treatment regimens and lines of therapy including ICI in NSCLC. We explored the associations between the VeriStrat test and developing irAEs in NSCLC patients treated with ICI. Methods: Data of 70 consented NSCLC patients treated with any regimens and lines of therapy including ICI were collected. Samples were grouped into either VeriStrat ‘Good’(VS-G) or VeriStrat ‘Poor’(VS-P). We analyzed the durations from the immunotherapy initiation to each episode of irAE and each irAE above grade 2 using log-rank test. IrAEs were graded according to Common Terminology Criteria for Adverse Events (CTCAE) v5.0. Results: Among the 70 patients, 18 patients (25%) experienced one or more irAEs. There was no significant difference in ‘Time to first irAE’ between VS-G and VS-P (p = 0.72, HR = 0.82, 95% CI = 0.29-2.32). Among 48 VS-G patients, 12(25%) had one or more irAE and 5(10%)had irAE graded over 2. Among 22 VS-P patients, 6(27%) had one or more irAE and 2(9%) had irAE graded over 2. There was no significant difference between VS-G and VS-P groups in the development of irAE and irAE graded over 2. Conclusions: There was no statistically significant association between the VeriStrat test and the development of irAEs. Further studies are warranted to investigate proper serum based proteomic assay to predict the development of irAE.
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- 2021
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36. Four-week individual caging of male ICR mice alters body composition without change in body mass
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Naewoo Neo Shin, Jisu Shin, Jiwan Woo, Yakdol Cho, Young-Soo Kim, and Yoonhee Choi
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Male ,medicine.medical_specialty ,Bone density ,0206 medical engineering ,lcsh:Medicine ,Adipose tissue ,Male mice ,02 engineering and technology ,030226 pharmacology & pharmacy ,Article ,Open field ,Body Mass Index ,Mice ,03 medical and health sciences ,Absorptiometry, Photon ,0302 clinical medicine ,Bone Density ,Internal medicine ,medicine ,Animals ,lcsh:Science ,Bone mineral ,Mice, Inbred ICR ,Multidisciplinary ,lcsh:R ,020601 biomedical engineering ,Endocrinology ,Adipose Tissue ,Body Composition ,lcsh:Q ,Composition (visual arts) ,Body mass index ,Icr mice - Abstract
Understanding the physiological implications of caging conditions for mice is crucial in improving the replicability and reliability of animal research. Individual caging of mice is known to alter mouse psychology, such as triggering depression-like symptoms in mice, suggesting that caging conditions could have negative effects on mice. Therefore, we hypothesized that individual caging could affect the physical composition of outbred mice. To investigate this, dual X-ray absorptiometry (DXA) was used to compare the mass, bone mineral content (BMC), bone mineral density (BMD), lean tissue percentage and fat tissue percentage between group and individual caged mice. We also conducted open field test to compare mouse activities in different caging conditions. Our results showed significantly reduced BMD and lean tissue percentage and significantly increased fat tissue percentage in individually-caged male mice. Furthermore, there were no differences in body mass and activity between the grouped and individual mice, suggesting that these physical alterations were not induced by group-related activity. In this study, we conclude that individual caging could alter the body composition of mice without affecting external morphology.
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- 2018
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37. An Exploratory Study on the Internal Organizational Factors to Subject Specialized Services in University Libraries
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Yoonhee Choi and Giyeong Kim
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Knowledge management ,business.industry ,media_common.quotation_subject ,Exploratory research ,Internal communications ,Subject (documents) ,Organizational commitment ,Public relations ,Organization development ,Perception ,Organizational learning ,Psychology ,business ,Set (psychology) ,media_common - Abstract
This study attempts to explore the internal organizational factors to subject specialized services in university libraries from a viewpoint of libraries as organizations. For this goal, a set of deep interviews were conducted with several librarians in a university library who are in charge of the subject specialized services, then analyzed the interview contents on individual, team, and organizational levels. The subject specialized services were explained with the perception of the job importance, support and cooperation on team level, motivation, team efficacy, and internal communication from the organizational viewpoint. As a result, the study identified several internal and organizational factors to the services, which should be considered for the sevice activation, with which organizational goals in libraries are supported.
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- 2015
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38. An Analysis of the Policy Making Process of a Back-In Phenomenon Appeared in Contracting out of Public Library: Based on the Advocacy Coalition Framework
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Yoonhee Choi and Giyeong Kim
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Core (game theory) ,Political science ,Phenomenon ,Opposition (politics) ,Policy making process ,Public sphere ,Contracting out ,Enforcement ,Law and economics - Abstract
This study analyzed the policy making process by finding factors of a back-in phenomenon appeared in contracting out of public library using advocacy coalition framework. The coalitions were divided into 'agreement of direct management', 'opposition of direct management' and 'keep the contract out'. Considering their belief and activity, to share core belief could make a change of secondary belief. It suggests that activating public sphere is necessary for enforcement of their strategies throughout the library policy.
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- 2015
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39. A Study on Performance and Prediction Factors in College and University Libraries using Statistical Analyses
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Yoonhee Choi, Giyeong Kim, Pyeongjin Go, and Jaeyeon Kang
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Engineering ,Engineering management ,business.industry ,Statistical analyses ,business - Published
- 2014
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40. An Empirical Study on the Word-of-mouth Marketing Effect by Managing Student Employees in University Libraries
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Yoonhee Choi and Giyeong Kim
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Employee research ,Empirical research ,business.industry ,Organizational commitment ,Marketing ,Public relations ,Marketing research ,business ,Word-of-mouth marketing - Published
- 2014
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41. A Suggestion of Criteria for Categorizing Libraries into Types: Linking between Library and Information
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Yoonhee Choi and Giyeong Kim
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Knowledge management ,Library management ,Categorization ,business.industry ,law ,Computer science ,CLARITY ,Information needs ,business ,Set (psychology) ,law.invention ,Meaning (linguistics) - Abstract
The categorization of libraries into several types supports an understanding of the concept of library and also provides a framework for the practice of library management, such as planning and management. Although a 4-type categorization with public, academic, special, and school libraries is the most traditional and general approach to categorization, the definition of each type has been set enumeratively and inductively, so that it has weaknesses in its clarity between categories and in its applicability to a new environment. In this conceptual paper, deductive and analytical criteria for the 4-type categorization are suggested based on characteristics of information needs. Implications of the suggestions about library management, and especially, the meaning and impact of stakeholders on library management are discussed. Additionally, this paper attempts to put forth a conceptual link between library and information.
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- 2012
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42. An open-label, multicenter, phase II single arm trial of osimertinib in non-small cell lung cancer patients with uncommon EGFR mutation (KCSG-LU15-09)
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Jang Ho Cho, Jin Seok Ahn, Jong-Mu Sun, Yoonhee Choi, Eun Joo Kang, Ho Jung An, Hyun Woo Lee, Kihwan Kim, Myung-Ju Ahn, Keunchil Park, Keon Uk Park, and Se-Hoon Lee
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0301 basic medicine ,Cancer Research ,business.industry ,Mutant ,medicine.disease ,respiratory tract diseases ,03 medical and health sciences ,Egfr tki ,Exon ,030104 developmental biology ,0302 clinical medicine ,Oncology ,Egfr mutation ,030220 oncology & carcinogenesis ,Cancer research ,medicine ,Osimertinib ,Non small cell ,Open label ,Lung cancer ,business - Abstract
9050Background: Approximately 10% of EGFR mutants harbor uncommon mutations, which represent a heterogeneous group of rare molecular alterations within exons 18-21 and the sensitivity to EGFR TKIs ...
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- 2018
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43. Aspectual meanings of the Korean verb ‘chac-ta’: A study of language expression and cognition by analyzing event structures
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Chungmin Lee and Yoonhee Choi
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Event structure ,Expression (architecture) ,Event (relativity) ,Cognition ,Verb ,Psychology ,Linguistics - Published
- 2008
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44. The Association between Body Weight Misperception and Psychosocial Factors in Korean Adult Women Less than 65 Years Old with Normal Weight
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Yoonhee Choi, Doosup Shin, Kiheon Lee, Eun Joo Choi, and Sang Min Park
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Gerontology ,Adult ,Aging ,National Health and Nutrition Examination Survey ,Korean ,Comorbidity ,Logistic regression ,Normal Weight ,Young Adult ,Age Distribution ,Reference Values ,Risk Factors ,Republic of Korea ,medicine ,Body Image ,Prevalence ,Humans ,Psychology ,Body Weight Misperception ,Women ,Young adult ,Aged ,Medicine General & Social Medicine ,business.industry ,Depression ,Body Weight ,General Medicine ,Odds ratio ,Middle Aged ,medicine.disease ,Body Dysmorphic Disorders ,Health Surveys ,Confidence interval ,Body dysmorphic disorder ,Women's Health ,Psychological ,Female ,Original Article ,Self Report ,business ,Psychosocial - Abstract
With society's increasing interest in weight control and body weight, we investigated the association between psychological factors and body image misperception in different age groups of adult Korean women with a normal weight. On a total of 4,600 women from the Korea National Health and Nutrition Examination Survey 2007-2009, a self-report questionnaire was used to assess body weight perception and 3 psychological factors: self-rated health status, stress recognition, and depressed mood. Through logistic regression analysis, a poor self-rated health status (P = 0.001) and a higher recognition of stress (P = 0.001) were significantly associated with body image misperception and this significance remained after controlling for several sociodemographic (Model 1: adjusted odds ratio [aOR], 1.62; 95% confidence interval [CI], 1.31-2.00), health behavior and psychological factors (Model 2: aOR, 1.59; 95% CI, 1.29-1.96; Model 3: aOR, 1.36; 95% CI, 1.01-1.84). Especially, highly stressed middle-aged (50-64 yr) women were more likely to have body image misperception (Model 2: aOR, 2.85; 95% CI, 1.30-6.26). However, the correlation between depressed mood and self-reported body weight was inconsistent between different age groups. In conclusion, self-rated health status and a high recognition rate of severe stress were related to body weight misperception which could suggest tailored intervention to adult women especially women in younger age or low self-rated health status or a high recognition rate of severe stress., Graphical Abstract
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- 2015
45. Abstract 4664: CXCL14 and CXCR7 expression are upregulated in human squamous lung cancers
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Yoonhee Choi, Sung Sook Lee, Soo Young Chung, Yoo Sang Yoon, Ha Young Lee, Jae Hyun Kim, Bong-Gun Seo, Kyung A Kwon, and Hee Sam Na
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Cancer Research ,business.industry ,Lymphovascular invasion ,Perineural invasion ,Cancer ,medicine.disease ,medicine.disease_cause ,medicine.anatomical_structure ,Oncology ,medicine ,Cancer research ,Adenocarcinoma ,Immunohistochemistry ,Carcinogenesis ,business ,Receptor ,Lymph node - Abstract
Purposes Lung squamous cell carcinoma (SQCC) is the second-largest histological subtype of non-small cell lung cancer, but relatively few biomarkers are available compared to adenocarcinoma. Recently, chemokines and their receptors have been suggested to play important roles in the initiation or progression of cancers. In this study we examined the expression of chemokines and their receptors in human lung SQCC. Methods For mRNA expression of chemokines their receptors study, tumors and their matched normal lung specimens were collected from fresh frozen samples of 10 patients. For immunohistochemistry (IHC) study, formalin-fixed paraffine-embedded samples of 35 patients with primary lung SQCC were collected. All samples were from patients who were subjected to curative surgical resection at Dongnam Institute of Radiological and Medical Sciences. The mRNA was extracted by Quiagen RNeasy kit and the human RT2ProfilerPCR arrays for Chemokines/Receptors (SA Biosciences) was employed to determine the mRNA expression. Also, IHC was used to demonstrate their protein expression. Results The expression profiles of 84 chemokines and their related genes were compared across the tumors and their matched normal lung tissues. Among them, mRNA expression levels of CXCL14 (p=0.000) and CXCR7 (p=0.025) were significantly upregulated in tumor. CXCL14 and CXCR7 protein expression by IHC were detected in 25 (71%, p=0.000) and 21 (60%, p=0.000) of 35 cases for tumor, respectively. However, normal lung tissues showed no protein expression for CXCL14 and CXCR7. We also analyzed the correlation between clinicopathologic features (age, stage, tumor size, lymph node involvement, lymphovascular and perineural invasion and differentiation of tumor) and protein expression of CXCL14 and CXCR7. Although not significant, CXCL14 protein expression was more detected in the advanced stage (stage I/II, 60% vs III/IV, 90%) (p=0.120), lymphatic invasion (Yes, 82% vs No, 41%) (p=0.146) and perineural invasion (Yes, 100% vs No, 57%) (p=0.067). CXCR7 protein expression was significantly higher in advanced stage (stage I/II, 11/24, 46% vs III/IV, 10/10, 100%) (p=0.005) and lymphatic invasion (Yes, 13/16, 81% vs No, 8/18, 44%) (p=0.039). Conclusions This study demonstrated that mRNA expression level of CXCL14 and CXCR7 were significantly higher in SQCC compared to those in normal tissue. CXCR7 protein expression was detected significantly higher in advanced stage and lymphatic invasion. Our results indicated that CXCL14 and CXCR7 might play important roles in carcinogenesis and further study to elucidate their role in SQCC is required. Citation Format: YoonHee Choi, Soo Young Chung, Yoo Sang Yoon, Jae Hyun Kim, Ha-young Lee, Kyung A Kwon, Bong-Gun Seo, Hee Sam Na, Sung Sook Lee. CXCL14 and CXCR7 expression are upregulated in human squamous lung cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4664. doi:10.1158/1538-7445.AM2017-4664
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- 2017
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46. Increase of CXCL14 and CXCR7 expression in human squamous lung cancers compared to its adjacent normal lung tissues
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Hayoung Lee, Yoonhee Choi, Hee Sam Na, Kyung A Kwon, Bong-Gun Seo, Jae Hyun Kim, Yoo Sang Yoon, and Soo Young Chung
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Cancer Research ,Pathology ,medicine.medical_specialty ,Lung ,business.industry ,Lung squamous cell carcinoma ,respiratory system ,medicine.disease ,respiratory tract diseases ,medicine.anatomical_structure ,Oncology ,Normal lung ,medicine ,Lung cancer ,CXCL14 ,business - Abstract
e22099 Background: Lung squamous cell carcinoma (SQCC) is the second-largest histological subtype of non-small-cell lung cancer, but relatively less biomarkers are available compared to adenocarcin...
- Published
- 2015
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