1.Kernel Conversion Improves the Correlation between the Extent of Emphysema and Clinical Parameters in Chronic Obstructive Pulmonary Disease: A Multicenter Cohort Study
Tai Joon AN ; Youlim KIM ; Hyun LEE ; Hyeon-Kyoung KOO ; Naoya TANABE ; Kum Ju CHAE ; Kwang Ha YOO
Tuberculosis and Respiratory Diseases 2025;88(2):303-309
Background:
Computed tomography (CT) scans are utilized to assess emphysema, a prominent phenotype of chronic obstructive pulmonary disease (COPD). Variability in CT protocols and equipment across hospitals can impact accuracy. This study aims to implement kernel conversion across different CT settings and evaluate changes in the correlation between the emphysema index pre- and post-kernel conversion, along with clinical measures in COPD patients.
Methods:
Data were extracted from the Korea COPD Subgroup Study database, which included CT scan images from 484 COPD patients. These images underwent kernel conversion. Emphysema extent was quantified using the percentage of low-attenuation areas (%LAA-950) determined by a deep learning-based program. The correlation between %LAA-950 and clinical parameters, including lung function tests, the modified Medical Research Council (mMRC), 6-minute walking distance (6MWD), COPD assessment test (CAT), and the St. George’s Respiratory Questionnaire for COPD (SGRQ-c), was analyzed. Subsequently, these values were compared across various CT settings.
Results:
A total of 484 participants were included. Kernel conversion significantly reduced the variance in %LAA-950 values (before vs. after: 12.6±11.0 vs. 8.8±11.9). Post-kernel conversion, %LAA-950 demonstrated moderate correlations with forced expiratory volume in 1 second (r=–0.41), residual volume/total lung capacity (r=0.42), mMRC (r=0.25), CAT score (r=0.12), SGRQ-c (r=0.21), and 6MWD (r=0.15), all of which were improved compared to the unconverted dataset (all p<0.01).
Conclusion
CT images processed through kernel conversion enhance the correlation between the extent of emphysema and clinical parameters in COPD.
2.Kernel Conversion Improves the Correlation between the Extent of Emphysema and Clinical Parameters in Chronic Obstructive Pulmonary Disease: A Multicenter Cohort Study
Tai Joon AN ; Youlim KIM ; Hyun LEE ; Hyeon-Kyoung KOO ; Naoya TANABE ; Kum Ju CHAE ; Kwang Ha YOO
Tuberculosis and Respiratory Diseases 2025;88(2):303-309
Background:
Computed tomography (CT) scans are utilized to assess emphysema, a prominent phenotype of chronic obstructive pulmonary disease (COPD). Variability in CT protocols and equipment across hospitals can impact accuracy. This study aims to implement kernel conversion across different CT settings and evaluate changes in the correlation between the emphysema index pre- and post-kernel conversion, along with clinical measures in COPD patients.
Methods:
Data were extracted from the Korea COPD Subgroup Study database, which included CT scan images from 484 COPD patients. These images underwent kernel conversion. Emphysema extent was quantified using the percentage of low-attenuation areas (%LAA-950) determined by a deep learning-based program. The correlation between %LAA-950 and clinical parameters, including lung function tests, the modified Medical Research Council (mMRC), 6-minute walking distance (6MWD), COPD assessment test (CAT), and the St. George’s Respiratory Questionnaire for COPD (SGRQ-c), was analyzed. Subsequently, these values were compared across various CT settings.
Results:
A total of 484 participants were included. Kernel conversion significantly reduced the variance in %LAA-950 values (before vs. after: 12.6±11.0 vs. 8.8±11.9). Post-kernel conversion, %LAA-950 demonstrated moderate correlations with forced expiratory volume in 1 second (r=–0.41), residual volume/total lung capacity (r=0.42), mMRC (r=0.25), CAT score (r=0.12), SGRQ-c (r=0.21), and 6MWD (r=0.15), all of which were improved compared to the unconverted dataset (all p<0.01).
Conclusion
CT images processed through kernel conversion enhance the correlation between the extent of emphysema and clinical parameters in COPD.
3.Kernel Conversion Improves the Correlation between the Extent of Emphysema and Clinical Parameters in Chronic Obstructive Pulmonary Disease: A Multicenter Cohort Study
Tai Joon AN ; Youlim KIM ; Hyun LEE ; Hyeon-Kyoung KOO ; Naoya TANABE ; Kum Ju CHAE ; Kwang Ha YOO
Tuberculosis and Respiratory Diseases 2025;88(2):303-309
Background:
Computed tomography (CT) scans are utilized to assess emphysema, a prominent phenotype of chronic obstructive pulmonary disease (COPD). Variability in CT protocols and equipment across hospitals can impact accuracy. This study aims to implement kernel conversion across different CT settings and evaluate changes in the correlation between the emphysema index pre- and post-kernel conversion, along with clinical measures in COPD patients.
Methods:
Data were extracted from the Korea COPD Subgroup Study database, which included CT scan images from 484 COPD patients. These images underwent kernel conversion. Emphysema extent was quantified using the percentage of low-attenuation areas (%LAA-950) determined by a deep learning-based program. The correlation between %LAA-950 and clinical parameters, including lung function tests, the modified Medical Research Council (mMRC), 6-minute walking distance (6MWD), COPD assessment test (CAT), and the St. George’s Respiratory Questionnaire for COPD (SGRQ-c), was analyzed. Subsequently, these values were compared across various CT settings.
Results:
A total of 484 participants were included. Kernel conversion significantly reduced the variance in %LAA-950 values (before vs. after: 12.6±11.0 vs. 8.8±11.9). Post-kernel conversion, %LAA-950 demonstrated moderate correlations with forced expiratory volume in 1 second (r=–0.41), residual volume/total lung capacity (r=0.42), mMRC (r=0.25), CAT score (r=0.12), SGRQ-c (r=0.21), and 6MWD (r=0.15), all of which were improved compared to the unconverted dataset (all p<0.01).
Conclusion
CT images processed through kernel conversion enhance the correlation between the extent of emphysema and clinical parameters in COPD.
4.Kernel Conversion Improves the Correlation between the Extent of Emphysema and Clinical Parameters in Chronic Obstructive Pulmonary Disease: A Multicenter Cohort Study
Tai Joon AN ; Youlim KIM ; Hyun LEE ; Hyeon-Kyoung KOO ; Naoya TANABE ; Kum Ju CHAE ; Kwang Ha YOO
Tuberculosis and Respiratory Diseases 2025;88(2):303-309
Background:
Computed tomography (CT) scans are utilized to assess emphysema, a prominent phenotype of chronic obstructive pulmonary disease (COPD). Variability in CT protocols and equipment across hospitals can impact accuracy. This study aims to implement kernel conversion across different CT settings and evaluate changes in the correlation between the emphysema index pre- and post-kernel conversion, along with clinical measures in COPD patients.
Methods:
Data were extracted from the Korea COPD Subgroup Study database, which included CT scan images from 484 COPD patients. These images underwent kernel conversion. Emphysema extent was quantified using the percentage of low-attenuation areas (%LAA-950) determined by a deep learning-based program. The correlation between %LAA-950 and clinical parameters, including lung function tests, the modified Medical Research Council (mMRC), 6-minute walking distance (6MWD), COPD assessment test (CAT), and the St. George’s Respiratory Questionnaire for COPD (SGRQ-c), was analyzed. Subsequently, these values were compared across various CT settings.
Results:
A total of 484 participants were included. Kernel conversion significantly reduced the variance in %LAA-950 values (before vs. after: 12.6±11.0 vs. 8.8±11.9). Post-kernel conversion, %LAA-950 demonstrated moderate correlations with forced expiratory volume in 1 second (r=–0.41), residual volume/total lung capacity (r=0.42), mMRC (r=0.25), CAT score (r=0.12), SGRQ-c (r=0.21), and 6MWD (r=0.15), all of which were improved compared to the unconverted dataset (all p<0.01).
Conclusion
CT images processed through kernel conversion enhance the correlation between the extent of emphysema and clinical parameters in COPD.
5.Kernel Conversion Improves the Correlation between the Extent of Emphysema and Clinical Parameters in Chronic Obstructive Pulmonary Disease: A Multicenter Cohort Study
Tai Joon AN ; Youlim KIM ; Hyun LEE ; Hyeon-Kyoung KOO ; Naoya TANABE ; Kum Ju CHAE ; Kwang Ha YOO
Tuberculosis and Respiratory Diseases 2025;88(2):303-309
Background:
Computed tomography (CT) scans are utilized to assess emphysema, a prominent phenotype of chronic obstructive pulmonary disease (COPD). Variability in CT protocols and equipment across hospitals can impact accuracy. This study aims to implement kernel conversion across different CT settings and evaluate changes in the correlation between the emphysema index pre- and post-kernel conversion, along with clinical measures in COPD patients.
Methods:
Data were extracted from the Korea COPD Subgroup Study database, which included CT scan images from 484 COPD patients. These images underwent kernel conversion. Emphysema extent was quantified using the percentage of low-attenuation areas (%LAA-950) determined by a deep learning-based program. The correlation between %LAA-950 and clinical parameters, including lung function tests, the modified Medical Research Council (mMRC), 6-minute walking distance (6MWD), COPD assessment test (CAT), and the St. George’s Respiratory Questionnaire for COPD (SGRQ-c), was analyzed. Subsequently, these values were compared across various CT settings.
Results:
A total of 484 participants were included. Kernel conversion significantly reduced the variance in %LAA-950 values (before vs. after: 12.6±11.0 vs. 8.8±11.9). Post-kernel conversion, %LAA-950 demonstrated moderate correlations with forced expiratory volume in 1 second (r=–0.41), residual volume/total lung capacity (r=0.42), mMRC (r=0.25), CAT score (r=0.12), SGRQ-c (r=0.21), and 6MWD (r=0.15), all of which were improved compared to the unconverted dataset (all p<0.01).
Conclusion
CT images processed through kernel conversion enhance the correlation between the extent of emphysema and clinical parameters in COPD.
6.Safety and Temporal Pattern of the Lymphocyte Count During Fingolimod Therapy in Patients With Multiple Sclerosis: Real-World Korean Experience
So-Young HUH ; Su-Hyun KIM ; Ki Hoon KIM ; Young Nam KWON ; Sung-Min KIM ; Seung Woo KIM ; Ha Young SHIN ; Yeon Hak CHUNG ; Ju-Hong MIN ; Jungmin SO ; Young-Min LIM ; Kwang-Kuk KIM ; Nam-Hee KIM ; Tai-Seung NAM ; Sa-Yoon KANG ; Jeeyoung OH ; Seong-il OH ; Eunhee SOHN ; Ho Jin KIM
Journal of Clinical Neurology 2022;18(6):663-670
Background:
and Purpose Fingolimod (FTY) inhibits lymphocyte egress from lymphoid organs to cause lymphopenia, but the clinical implications of FTY-induced lymphopenia are not fully understood. We aimed to determine the frequency and severity of lymphopenia during FTY treatment among Korean patients with multiple sclerosis (MS), and its association with infections.
Methods:
We retrospectively reviewed the medical records of patients with MS treated using FTY from 12 referral centers in South Korea between March 2013 and June 2021. Patients were classified according to their nadir absolute lymphocyte count (ALC) during treatment:grade 1, 800–999/μL; grade 2, 500–799/μL; grade 3, 200–499/μL; and grade 4, <200/μL.
Results:
FTY treatment was administered to 69 patients with a median duration of 18 months (range=1–169 months), with 11 patients being treated for ≥7 years. During FTY treatment, mean ALCs were reduced after the first month (653.0±268.9/μL, mean±standard deviation) (p<0.0001) and remained low during treatment lasting up to 84 months. During follow-up, 41 (59.4%) and 7 (10.1%) patients developed grade-3 and grade-4 lymphopenia, respectively.No significant difference was found in age at FTY initiation, sex, baseline ALC, body mass index, or prior disease-modifying treatment between patients with and without grade-4 lymphopenia. Infections were observed in 11 (15.9%) patients, and the frequencies of patients with and without grade-4 lymphopenia were similar.
Conclusions
FTY treatment induced grade-4 lymphopenia in 10% of South Korean patients with MS, but did not appear to be associated with an increased infection risk.
7.Profiles of IgE Sensitization to Der f 1, Der f 2, Der f 6, Der f 8, Der f 10, and Der f 20 in Korean House Dust Mite Allergy Patients.
Kyoung Yong JEONG ; June Yong LEE ; Mina SON ; Myung Hee YI ; Tai Soon YONG ; Jung U SHIN ; Kwang Hoon LEE ; Yoon Ju KIM ; Kyung Hee PARK ; Hye Jung PARK ; Jae Hyun LEE ; Jung Won PARK
Allergy, Asthma & Immunology Research 2015;7(5):483-488
PURPOSE: Measurement of IgE specific to purified house dust mite (HDM) allergens may improve allergy diagnosis. This study aimed to investigate the sensitization profiles of Korean HDM allergic subjects suffering from respiratory allergy and atopic dermatitis (AD) to Der f 1, Der f 2, Der f 6, Der f 8, Der f 10, and Der f 20. METHODS: Recombinant HDM allergens were produced in Pichia pastoris (Der f 1) or Escherichia coli (5 allergens). IgE reactivity to the individual recombinant allergens and total extract of mite was assessed by ELISA. RESULTS: Der f 1 was recognized by 79.1%, Der f 2 by 79.1%, Der f 6 by 9.3%, Der f 8 by 6.2%, Der f 10 by 6.2%, and Der f 20 by 6.6% of the patients' sera tested, while the prevalence of IgE reactivity to total mite extract was 94.7%. Combination of Der f 1 and Der f 2 had a sensitivity of 87.6%. Specific IgE to Der f 2 alone was detected from 89.4% of HDM-sensitized respiratory allergy subjects and 92.3% to the combination of the 2 major allergens Der f 1 and Der f 2. However, sera from fewer patients with AD, namely 72.4% and 71.0%, recognized Der f 1 and Der f 2, respectively. The combination of 2 major allergens allowed diagnosis of 84.5% of the AD patients. No correlation between sensitization to specific allergens and HDM allergy entity was found. CONCLUSIONS: Der f 2 was the most frequently sensitized allergen among the HDM-sensitized respiratory and AD patients in Korea, and the combination of the group 1 and 2 major allergens increased the diagnostic sensitivity. Minor allergens did not significantly improve diagnostic sensitivity. However, further studies are needed to analyze the relationship between sensitization to other HDM allergens and the disease entity of the HDM allergy.
Allergens
;
Dermatitis, Atopic
;
Diagnosis
;
Enzyme-Linked Immunosorbent Assay
;
Escherichia coli
;
Humans
;
Hypersensitivity*
;
Immunoglobulin E*
;
Korea
;
Mites
;
Pichia
;
Prevalence
;
Pyroglyphidae*
8.The Preconditioning with AICAR Protects Against Subsequent Renal Ischemia Reperfusion Injury.
Sang Ju LEE ; Yoon Kyoung CHANG ; Ki Ryang NA ; Kang Wook LEE ; Kwang Sun SUH ; Suk Young KIM ; Yoon Sik CHANG ; Young Tai SHIN ; Byung Kee BANG
Korean Journal of Nephrology 2009;28(2):96-102
PURPOSE:Preconditioning due to activation of AMPK might reduce ischemia-reperfusion (I/R) injury in the kidney, based on the key role of AMPK in preserving ATP. To evaluate this possibility, the effect of preconditioning with 5-aminoimidazole-4-carboxamide ribonucleoside (AICAR), AMPK activator, before sustained ischemia was investigated. METHODS:Adult male Sprague-Dawley rats weighing approximately 220-250 g were used. To induce renal ischemia, a laparotomy was performed under ketamine and xylazine hydrochloride, and the blood supply to both kidneys was interrupted by placement of vessel clamps at the level of the renal pedicles. Reflow was initiated by removing the clamps. The following experimental groups were defined 1. Acute renal ischemia 0 sec, 10 min, 15 min, 2. AICAR treatment, 3. Sham group (S), 4. Ischemia/ Reperfusion group (I/R), 5. AICAR+I/R group (A+I/R), 6. AraA (Adenine-9-b-D-arabinofuranoside, an AMPK) inhibitor+AICAR+I/R group (AraA+A+I/R) RESULTS:There was only faint AMPK phosphorylation in the sham group. After 10 minutes of ischemia, or AICAR preconditioning however, Thr172 phosphorylation of AMPK was increased (p<0.05). The serum levels of BUN and creatinine were significantly decreased in AICAR preconditioning group (A+I/R). (128.0+/-7.33 mg/dL, 4.18+/-0.27 mg/dL vs. 90.2+/-11.13 mg/dL, 2.58+/-0.7 mg/dL, p<0.05), but these effects were attenuated by AMPK inhibitor, AraA (AraA+A+I/R group). In quantitative analysis of tubular injury, tubular injury score in AICAR preconditioning group significantly decreased (p<0.05). CONCLUSION:The AMPK activator AICAR has a protective effect against renal I/R injury.
Adenosine Triphosphate
;
Aminoimidazole Carboxamide
;
AMP-Activated Protein Kinases
;
Creatinine
;
Glycosaminoglycans
;
Humans
;
Ischemia
;
Ketamine
;
Kidney
;
Laparotomy
;
Male
;
Phosphorylation
;
Rats, Sprague-Dawley
;
Reperfusion
;
Reperfusion Injury
;
Ribonucleotides
;
Salicylamides
;
Xylazine
9.Current Status of Hematopoietic Stem Cell Transplantation in Korean Children.
Dae Chul JEONG ; Hyung Jin KANG ; Hong Hoe KOO ; Hoon KOOK ; Sun Young KIM ; Soon Ki KIM ; Thad GHIM ; Hack Ki KIM ; Hwang Min KIM ; Hyung Nam MOON ; Kyung Duk PARK ; Byung Kiu PARK ; Sang Gyu PARK ; Young Sil PARK ; Hyeon Jin PARK ; Jong Jin SEO ; Ki Woong SUNG ; Hee Young SHIN ; Hyo Sup AHN ; Kun Hee RYU ; Kyung Ha RYU ; Eun Sun YOO ; Chuhl Joo LYU ; Kwang Chul LEE ; Soon Yong LEE ; Young Ho LEE ; Young Tak LIM ; Jae Young LIM ; Pil Sang JANG ; In Sang JEON ; Nak Gyun CHUNG ; Bin CHO ; Jeong Ok HAH ; Pyung Han HWANG ; Tai Ju HWANG
Korean Journal of Hematology 2006;41(4):235-242
BACKGROUND: Hematopoietic stem cell transplantation (HSCT) is one of the most important armamentarium against various hematologic malignancies or some solid tumors. We investigated the number of patients who might need transplants and compared with that of actual transplants to conceptualize current status and circumstances of HSCTs in Korean children. METHODS: Questionnaires were sent to Korean Society of Hematopoietic Stem Cell Transplantation (KSHSCT) members who were taking care of children with malignancies or hematologic diseases. Almost all of the newly diagnosed patients between Jan, 1st and Dec, 31st, 2003 were enrolled in the study. RESULTS: Seven hundred forty eight children (male to female ratio = 1.4:1) were enrolled. The median age was 6.1 years old (8 days~28.8 years old). Malignant diseases consisted of 695 cases (92.9%), and among them almost half were hematologic malignancies. The participating members speculated that HSCTs should be indicated in 285 children (38.1%) which included 209 allogeneic, and 76 autologous transplants. In reality, however, allogeneic HSCTs were performed only in 140 children (67.0%) with the median interval of 5.9 month, and autologous transplants in 44 children (57.9%) with 8.3 month. In autologous setting, all the patients received peripheral blood stem cells (PBSCs), whereas bone marrow (61%), cord blood (34%), and PBSC (5%) were used in allogeneic HSCTs. Donor types were as follows: unrelated donor (37%), cord blood (34%), sibling donor (25%), and family (4%). The reasons for not performing HSCTs were unfavorable disease status or death, no availability of suitable donor, economical situation, and refusal by parental preferences. Under the strict insurance regulations, many transplants were not covered by insurance. More autologous transplants were performed without insurance coverage than allogeneic HSCTs (P=0.013). Those cases were advanced cases and HLA mismatch transplants for allogeneic setting, and relatively rare diseases still awaiting favorable results of transplants for autologous setting. CONCLUSION: HSCTs are essential part of treatment strategies for children with various diseases. Unfortunately, however, a third of patients who were in need of transplants did not receive HSCTs due to various reasons. It is necessary to expand unrelated donor pool or cord blood banks for the cases lacking HLA-identical sibling donors. Also medical insurances should cover HSCTs for rare diseases as well as for less favorable but novel situations where there are no suitable alternatives.
Autografts
;
Bone Marrow
;
Child*
;
Disulfiram
;
Female
;
Fetal Blood
;
Hematologic Diseases
;
Hematologic Neoplasms
;
Hematopoietic Stem Cell Transplantation*
;
Hematopoietic Stem Cells*
;
Humans
;
Insurance
;
Insurance Coverage
;
Parents
;
Rare Diseases
;
Siblings
;
Social Control, Formal
;
Stem Cells
;
Tissue Donors
;
Unrelated Donors
;
Surveys and Questionnaires
10.Epidemiology and Clinical Outcomes of Childhood Wilms Tumor in Korea.
Won Suk SUH ; Im Joo KANG ; Hong Hoe KOO ; Hoon KOOK ; Soon Kee KIM ; Hack Ki KIM ; Hwang Min KIM ; Heung Sik KIM ; Kyung Duk PARK ; Kyung Bae PARK ; Sang Kyu PARK ; Jae Sun PARK ; Jun Eun PARK ; Hyeon Jin PARK ; Jong Jin SEO ; Ki Woong SUNG ; Hee Young SHIN ; Hyo Seop AHN ; Chang Hyun YANG ; Keon Hee YOO ; Kyung Ha RYU ; Eun Sun YOO ; Chuhl Joo LYU ; Kwang Chul LEE ; Kun Soo LEE ; Soon Yong LEE ; Young Ho LEE ; Young Tak LIM ; Pil Sang JANG ; Nak Gyun CHUNG ; Dae Chul JEONG ; Hae Lim JUNG ; Dong Whan CHO ; Bin CHO ; Yong Mook CHOI ; Jeong Ok HAH ; Pyoung Han HWANG ; Tai Ju HWANG
Korean Journal of Pediatric Hematology-Oncology 2004;11(2):164-170
PURPOSE: Wilms tumor is the most common malignant renal tumor in children. We investigated the epidemiology, clinical features and treatment outcome of the children with Wilms tumor in Korea during the recent 10 years. METHODS: Two hundred forty six patients were enrolled between January 1991 and December 2000 from 26 major hospitals in Korea. The data regarding the clinical features including sex, age, pathologic type, prognostic factor and treatment outcome of patients were analyzed retrospectively by review of patient's medical records. Kaplan-Meier survival curves were constructed, The differences between groups were analyzed by log-rank test. RESULTS: There were 130 males and 116 females. The incidence between the age of 1~4 years was the highest with 66.2%. The annual incidence rate per 1, 000, 000 population varied from 1.9 to 2.1. The 10 years overall survival rate according to sex, clinical stage, pathologic type and relapse were as follows: 88.6% in male, 90.9% in female, 100% in stage I, 94.7% in stage II, 92.1% in stage III, 63.4% in stage IV, 85.7% in stage V, 95.3% in favorable histology, 64.1% in unfavorable histology, 94.8% in non-relapse, and 40.9% in relapse. The relapse rate was 12%. The 10 years overall survival rate of 246 patients were 89.1%. CONCLUSION: Our results could provide the most recent and important clinical information on Wilms tumor of children in Korea.
Child
;
Epidemiology*
;
Female
;
Humans
;
Incidence
;
Kaplan-Meier Estimate
;
Korea*
;
Male
;
Medical Records
;
Recurrence
;
Retrospective Studies
;
Survival Rate
;
Treatment Outcome
;
Wilms Tumor*

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