1.Single-Center Real-World Experience with Primary Central Nervous System Lymphoma in the 21st Century
Hyungwoo CHO ; Jung Yong HONG ; Dae Ho LEE ; Shin KIM ; Kyoungmin LEE ; Eun Hee KANG ; Sunjong LEE ; Jung Sun PARK ; Jeong Hoon KIM ; Jin Sook RYU ; Jooryung HUH ; Cheolwon SUH
Korean Journal of Medicine 2024;99(1):37-49
Background/Aims:
In Korea, the incidence of primary diffuse large B-cell lymphoma of the central nervous system (PCNSL) is increasing and autologous stem cell transplantation (ASCT) has improved the survival of younger patients. We explored our real-world experience with PCNSL at Asan Medical Center (AMC).
Methods:
We used the AMC lymphoma registry to collect patient data prospectively. We analyzed 279 patients diagnosed from 2002 until August 2019.
Results:
The PCNSL incidence at AMC increased progressively and comprised 7.4-8.9% of new non-Hodgkin lymphoma patients annually during the most recent 4 years. The median age was 60 years (range, 17-85) and males comprised 55%. Patients under 65 years of age (n = 183) had no significant differences in characteristics compared to those aged 65 years or over, with the exception of less occipital lobe involvement and lower beta-2 microglobulin levels. Rituximab, methotrexate, procarbazine, and vincristine (R-MPV) combination induction had the best overall response, of 95%. The median overall survival was 3.8 years with 5- and 10-year survival rates of 41.5% and 30.2%, respectively. Survival was better in younger patients and those treated with ASCT. Thiotepa, busulfan, and cytoxan (TBC) conditioning chemotherapy had better survival than other combinations. The International Extranodal Lymphoma Study Group and Memorial Sloan Kettering Cancer Center prognostic score systems were valid in this cohort. Age and performance status were independent prognostic factors. Exclusive extra-central nervous system failure occurred in six patients (5.6%) among 107 failures.
Conclusions
The incidence of PCNSL is rising. R-MPV induction therapy followed by ASCT with TBC has improved the survival of young, fit PCNSL patients.
2.Single-Center Real-World Experience with Primary Central Nervous System Lymphoma in the 21st Century
Hyungwoo CHO ; Jung Yong HONG ; Dae Ho LEE ; Shin KIM ; Kyoungmin LEE ; Eun Hee KANG ; Sunjong LEE ; Jung Sun PARK ; Jeong Hoon KIM ; Jin Sook RYU ; Jooryung HUH ; Cheolwon SUH
Korean Journal of Medicine 2024;99(1):37-49
Background/Aims:
In Korea, the incidence of primary diffuse large B-cell lymphoma of the central nervous system (PCNSL) is increasing and autologous stem cell transplantation (ASCT) has improved the survival of younger patients. We explored our real-world experience with PCNSL at Asan Medical Center (AMC).
Methods:
We used the AMC lymphoma registry to collect patient data prospectively. We analyzed 279 patients diagnosed from 2002 until August 2019.
Results:
The PCNSL incidence at AMC increased progressively and comprised 7.4-8.9% of new non-Hodgkin lymphoma patients annually during the most recent 4 years. The median age was 60 years (range, 17-85) and males comprised 55%. Patients under 65 years of age (n = 183) had no significant differences in characteristics compared to those aged 65 years or over, with the exception of less occipital lobe involvement and lower beta-2 microglobulin levels. Rituximab, methotrexate, procarbazine, and vincristine (R-MPV) combination induction had the best overall response, of 95%. The median overall survival was 3.8 years with 5- and 10-year survival rates of 41.5% and 30.2%, respectively. Survival was better in younger patients and those treated with ASCT. Thiotepa, busulfan, and cytoxan (TBC) conditioning chemotherapy had better survival than other combinations. The International Extranodal Lymphoma Study Group and Memorial Sloan Kettering Cancer Center prognostic score systems were valid in this cohort. Age and performance status were independent prognostic factors. Exclusive extra-central nervous system failure occurred in six patients (5.6%) among 107 failures.
Conclusions
The incidence of PCNSL is rising. R-MPV induction therapy followed by ASCT with TBC has improved the survival of young, fit PCNSL patients.
3.Single-Center Real-World Experience with Primary Central Nervous System Lymphoma in the 21st Century
Hyungwoo CHO ; Jung Yong HONG ; Dae Ho LEE ; Shin KIM ; Kyoungmin LEE ; Eun Hee KANG ; Sunjong LEE ; Jung Sun PARK ; Jeong Hoon KIM ; Jin Sook RYU ; Jooryung HUH ; Cheolwon SUH
Korean Journal of Medicine 2024;99(1):37-49
Background/Aims:
In Korea, the incidence of primary diffuse large B-cell lymphoma of the central nervous system (PCNSL) is increasing and autologous stem cell transplantation (ASCT) has improved the survival of younger patients. We explored our real-world experience with PCNSL at Asan Medical Center (AMC).
Methods:
We used the AMC lymphoma registry to collect patient data prospectively. We analyzed 279 patients diagnosed from 2002 until August 2019.
Results:
The PCNSL incidence at AMC increased progressively and comprised 7.4-8.9% of new non-Hodgkin lymphoma patients annually during the most recent 4 years. The median age was 60 years (range, 17-85) and males comprised 55%. Patients under 65 years of age (n = 183) had no significant differences in characteristics compared to those aged 65 years or over, with the exception of less occipital lobe involvement and lower beta-2 microglobulin levels. Rituximab, methotrexate, procarbazine, and vincristine (R-MPV) combination induction had the best overall response, of 95%. The median overall survival was 3.8 years with 5- and 10-year survival rates of 41.5% and 30.2%, respectively. Survival was better in younger patients and those treated with ASCT. Thiotepa, busulfan, and cytoxan (TBC) conditioning chemotherapy had better survival than other combinations. The International Extranodal Lymphoma Study Group and Memorial Sloan Kettering Cancer Center prognostic score systems were valid in this cohort. Age and performance status were independent prognostic factors. Exclusive extra-central nervous system failure occurred in six patients (5.6%) among 107 failures.
Conclusions
The incidence of PCNSL is rising. R-MPV induction therapy followed by ASCT with TBC has improved the survival of young, fit PCNSL patients.
4.Single-Center Real-World Experience with Primary Central Nervous System Lymphoma in the 21st Century
Hyungwoo CHO ; Jung Yong HONG ; Dae Ho LEE ; Shin KIM ; Kyoungmin LEE ; Eun Hee KANG ; Sunjong LEE ; Jung Sun PARK ; Jeong Hoon KIM ; Jin Sook RYU ; Jooryung HUH ; Cheolwon SUH
Korean Journal of Medicine 2024;99(1):37-49
Background/Aims:
In Korea, the incidence of primary diffuse large B-cell lymphoma of the central nervous system (PCNSL) is increasing and autologous stem cell transplantation (ASCT) has improved the survival of younger patients. We explored our real-world experience with PCNSL at Asan Medical Center (AMC).
Methods:
We used the AMC lymphoma registry to collect patient data prospectively. We analyzed 279 patients diagnosed from 2002 until August 2019.
Results:
The PCNSL incidence at AMC increased progressively and comprised 7.4-8.9% of new non-Hodgkin lymphoma patients annually during the most recent 4 years. The median age was 60 years (range, 17-85) and males comprised 55%. Patients under 65 years of age (n = 183) had no significant differences in characteristics compared to those aged 65 years or over, with the exception of less occipital lobe involvement and lower beta-2 microglobulin levels. Rituximab, methotrexate, procarbazine, and vincristine (R-MPV) combination induction had the best overall response, of 95%. The median overall survival was 3.8 years with 5- and 10-year survival rates of 41.5% and 30.2%, respectively. Survival was better in younger patients and those treated with ASCT. Thiotepa, busulfan, and cytoxan (TBC) conditioning chemotherapy had better survival than other combinations. The International Extranodal Lymphoma Study Group and Memorial Sloan Kettering Cancer Center prognostic score systems were valid in this cohort. Age and performance status were independent prognostic factors. Exclusive extra-central nervous system failure occurred in six patients (5.6%) among 107 failures.
Conclusions
The incidence of PCNSL is rising. R-MPV induction therapy followed by ASCT with TBC has improved the survival of young, fit PCNSL patients.
5.Pembrolizumab for Patients with Relapsed or Refractory Extranodal NK/T-Cell Lymphoma in Korea
Ji Yun LEE ; Ji Hyun KWON ; Joon Young HUR ; Jun Ho YI ; Ji Hyun LEE ; Hyungwoo CHO ; Young Rok DO ; Jae-Cheol JO ; Hye Jin KANG ; Yougil KOH ; Won Sik LEE ; Sung Nam LIM ; Sang Eun YOON ; Seok Jin KIM ; Jeong-Ok LEE
Cancer Research and Treatment 2024;56(2):681-687
Purpose:
Programmed death-1 blockade with pembrolizumab has shown promising activity in relapsed/refractory (R/R) extranodal natural killer/T-cell lymphoma (NKTCL), but studies are limited, with small patient numbers.
Materials and Methods:
Thirteen institutes involved with the Consortium for Improving Survival of Lymphoma, a Korean lymphoma study group, collected the clinical data of 59 patients treated with pembrolizumab as salvage therapy between 2016 and 2022.
Results:
The median age of the patients was 60 years (range, 22 to 87 years), and 76.3% had advanced Ann Abor stage disease. Pembrolizumab was given to 35.6%, 40.7%, and 23.7% of the patients as second-, third-, and fourth- or higher-line chemotherapy, respectively. The overall response rate was 40.7%, with 28.8% having complete response. The estimated 2-year progression-free survival (PFS) and overall survival rates for all patients were 21.5% and 28.7%, respectively; for responders, the rates were 53.0% and 60.7%, respectively. Although not statistically significant, Eastern Cooperative Oncology Group performance status ≥ 2 (hazard ratio [HR], 1.91; 95% confidence interval [95% CI], 0.93 to 3.94; p=0.078) and stage III or IV disease (HR, 2.59; 95% CI, 0.96 to 6.96; p=0.060) were associated with a trend toward shorter PFS in multivariate analysis. Grade 3 or 4 adverse events (AEs) were noted in 12 patients (20.3%); neutropenia (10.2%), fatigue (6.8%), and pneumonitis (5.1%) were most common AEs.
Conclusion
In conclusion, while pembrolizumab had a modest effect on patients with R/R NKTCL, it may be a useful salvage therapy for patients with localized disease and good performance status.
6.OCT Biomarkers Predicting Recurrence of Macular Edema Secondary to Branch Retinal Vein Occlusion
Minsub LEE ; Dayoung MOON ; Hyungwoo LEE ; Hyewon CHUNG
Journal of the Korean Ophthalmological Society 2024;65(1):35-43
Purpose:
We evaluated factors predicting the recurrence of macular edema in patients with branch retinal vein occlusion using optical coherence tomography (OCT).
Methods:
This study enrolled 55 patients diagnosed with branch retinal vein occlusion who presented to the outpatient clinic between March 2022 and March 2023. A retrospective analysis categorized patients into non-recurrence and recurrence groups. Data on visual acuity, spherical equivalent, intraocular pressure, number of injections, and follow-up duration were collected from medical records. OCT images were obtained before and 6 months after intravitreal injection to measure and analyze central retinal thickness, subfoveal choroidal thickness, and disorganization of retinal inner layers.
Results:
No statistically significant difference was observed in the central retinal thickness change before and after treatment between the groups. Although no significant differences were observed in visual acuity between the two groups before treatment, significant improvement in visual acuity was observed in the non-recurrence group after 6 months of treatment. The non-recurrence group was younger compared to the recurrence group; moreover, the intraocular pressure in non-recurrence patients decreased significantly during the 6-month treatment period. In addition, a decrease in subfoveal choroidal thickness before and after treatment, the difference in subfoveal choroidal thickness between the affected eye and the fellow eye before treatment, and the reduction in disorganization of retinal inner layers before and after treatment were associated with a favorable prognosis without recurrence.
Conclusions
Changes in subfoveal choroidal thickness before and after treatment, variations in subfoveal choroidal thickness between the affected and fellow eyes before treatment, and the degree of disorganization of retinal inner layers exhibited significant associations with the recurrence of macular edema. This is significant because it allows for predictions based on baseline OCT images.
7.Initial Factors Associated with Resistance to Intravitreal Aflibercept Injection in Polypoidal Choroidal Vasculopathy
Dayoung MOON ; Minsub LEE ; Hyewon CHUNG ; Hyungwoo LEE
Journal of the Korean Ophthalmological Society 2024;65(7):425-434
Purpose:
To identify initial factors contributing to the resistance against intravitreal aflibercept treatment in polypoidal choroidal vasculopathy (PCV) patients.
Methods:
This study included PCV patients initially treated with aflibercept. Resistance was defined when treatment did not reduce subretinal fluid (SRF) or intraretinal fluid (IRF) by 100 μm or more after three consecutive 4-week intervals, and the treatment interval could not be extended beyond 8 weeks. To identify initial factors associated with resistance to aflibercept treatment, we examined visual acuity and central choroidal thickness before initial treatment and after three treatments. Choroidal thickness was divided into the thickness of the large choroidal vessel layer and the layer that includes choriocapillaris and medium choroidal vessel thickness (termed medium choroidal vessel/choriocapillaris layer thickness, MCCT). Additionally, the volume of SRF, IRF, subretinal hyperreflective material, and pigment epithelial detachment in optical coherence tomography (OCT) images was investigated. The statistical significance of each factor was assessed through logistic regression analysis.
Results:
The study included 39 eyes showing no resistance to aflibercept and 37 eyes that exhibited resistance. Multiple logistic regression analysis, adjusted for age and sex, indicated that a lower initial ratio of MCCT to choroidal thickness at the fovea was associated with resistance to aflibercept.
Conclusions
In patients with PCV treated with aflibercept, early OCT anatomical structures, such as the initial MCCT-choroidal thickness ratio at the fovea, may predict response to treatment injections.
8.Post-treatment Visual Acuity Prediction Using Deep Learning in Age-related Macular Degeneration
Najung KIM ; Hyung Chan KIM ; Hyewon CHUNG ; Hyungwoo LEE
Journal of the Korean Ophthalmological Society 2023;64(7):582-590
Purpose:
To develop a deep learning model to predict visual acuity (VA) outcomes after 12 months of anti-vascular endothelial growth factor (anti-VEGF) treatment.
Methods:
A total of 330 treatment-naive eyes of neovascular age-related macular degeneration patients, who underwent anti-VEGF therapy between 2007 and 2020 at Konkuk University medical center, were included. The network was trained using VA at baseline, VA after three loading doses of anti-VEGF, and treatment regimen data. It was also trained using 12,300 augmented optical coherence tomography (OCT) B-scan images at baseline and after three loading doses of anti-VEGF. We generated five deep learning models using sequentially input data (VA and OCT B-scan images at baseline and after three loading doses, and treatment regimen). Prediction of VA at 12 months was performed using deep learning algorithms, such as convolutional neural network and multilayer perceptron. The outcomes were dichotomized based on whether the decremental change in VA during the 12 months of treatment was more or less than logarithm of the minimum angle of resolution 0.3. Predictive efficiency was assessed by comparing the performance of deep learning models.
Results:
The best performing model was trained using input data, including VA at baseline and after three loading doses, treatment regimen, and OCT B-scan images at baseline and after three loading doses. The decremental outcome in VA after 12 months of anti-VEGF treatment was predicted as an area under the curve (AUC) of 0.79. The addition of OCT images at baseline and after three loading doses as input data improved the AUC, sensitivity, and negative predictive value (AUC 0.74-0.79, 0.58-0.86, and 0.90-0.95, respectively).
Conclusions
Our deep learning model showed relatively good performance in classifying good or poor post-treatment VA based on combined clinical information including numerical and image data.
9.Is ChatGPT a “Fire of Prometheus” for Non-Native English-Speaking Researchers in Academic Writing?
Sung Il HWANG ; Joon Seo LIM ; Ro Woon LEE ; Yusuke MATSUI ; Toshihiro IGUCHI ; Takao HIRAKI ; Hyungwoo AHN
Korean Journal of Radiology 2023;24(10):952-959
Large language models (LLMs) such as ChatGPT have garnered considerable interest for their potential to aid non-native English-speaking researchers. These models can function as personal, round-the-clock English tutors, akin to how Prometheus in Greek mythology bestowed fire upon humans for their advancement. LLMs can be particularly helpful for non-native researchers in writing the Introduction and Discussion sections of manuscripts, where they often encounter challenges.However, using LLMs to generate text for research manuscripts entails concerns such as hallucination, plagiarism, and privacy issues; to mitigate these risks, authors should verify the accuracy of generated content, employ text similarity detectors, and avoid inputting sensitive information into their prompts. Consequently, it may be more prudent to utilize LLMs for editing and refining text rather than generating large portions of text. Journal policies concerning the use of LLMs vary, but transparency in disclosing artificial intelligence tool usage is emphasized. This paper aims to summarize how LLMs can lower the barrier to academic writing in English, enabling researchers to concentrate on domain-specific research, provided they are used responsibly and cautiously.
10.A New Prognostic Index for Extranodal Natural Killer/T-Cell Lymphoma:Incorporation of Serum β-2 Microglobulin to PINK
Sora KANG ; Hyungwoo CHO ; Shin KIM ; Kyoungmin LEE ; Eun Hee KANG ; Jung Sun PARK ; Yoon Sei LEE ; Chan-Sik PARK ; Heounjeong GO ; Jooryung HUH ; Jin Sook RYU ; Sang-Wook LEE ; Seok Jin KIM ; Won Seog KIM ; Sang Eun YOON ; Young Hyeh KO ; Cheolwon SUH
Cancer Research and Treatment 2023;55(1):314-324
Purpose:
Prognostic Index for Natural Killer Lymphoma (PINK) is the most widely accepted prognostic model for patients withextranodal natural killer/T-cell lymphoma (ENKTL) treated with non-anthracycline–based therapy. We aimed to evaluate the prognostic implications of serum β-2 microglobulin (β2M) in the context of PINK and proposed a new prognostic model.
Materials and Methods:
A total of 138 patients who were newly diagnosed with ENKTL and treated with non-anthracycline-based chemotherapy were identified. The cut-off value of high serum β2M was calculated by maximal-chi square methods (4.1 mg/L). A new prognostic model incorporating serum β2M into PINK was proposed and validated in an independent validation cohort (n=88).
Results:
The patients’ median age was 53.5 years (range, 19 to 80 years). Patients with high serum β2M levels had significantly worse overall survival (OS) and progression-free survival (PFS). In multivariate analysis, high serum β2M was an independent adverse prognostic factor for OS. A new PINK-B (Prognostic Index for Natural Killer Lymphoma-serum β-2 microglobulin) model stratifiedpatients into three groups with distinct OS and PFS in the training cohort (3-year OS, 84.1% [95% confidence interval, 75.1 to 94.2], 46.8% [36.1 to 60.8] and 17.6% [6.3 to 49.2] for the low-, intermediate, and high-risk groups, respectively; 3-year PFS, 70.6% [59.4 to 83.8], 35.9% [25.9 to 49.8], and 7.35% [1.1 to 46.7] for the low-, intermediate-, and high-risk groups, respectively). The PINK-B model was further validated in an independent cohort.
Conclusion
Serum β2M is an independent prognostic factor for ENKTL patients. The new serum β2M-based prognostic model may be useful for identifying ultra-high-risk patients, and it can easily be adopted into daily clinical practice.

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