1.Individualized strategy of treatment for ruptured abdominal aortic aneurysm using causal inference model: a retrospective observational study
Youngki SOHN ; Youngje WOO ; Sangkyun MOK ; Eunju JANG ; Ki-Yoon MOON ; Sun Cheol PARK ; Sang Seob YUN ; Jang Yong KIM
Annals of Surgical Treatment and Research 2026;110(4):259-272
Purpose:
This study was performed to predict individualized treatment strategies in ruptured abdominal aortic aneurysm (rAAA) by estimating the survival benefit of endovascular aneurysm repair (EVAR) and open surgical repair (OSR) based on anatomical and physiological features using a causal inference model.
Methods:
This retrospective study included 45 patients with de novo rAAA who underwent EVAR or OSR between 2012 and 2024. Thirty-three variables were analyzed. The model estimated individualized treatment effects (ITE) for 30-day survival.Model interpretability was assessed using Shapley Additive Explanations (SHAP) analysis. Five-fold cross-validation, receiver operating characteristic (ROC) analysis, and calibration plots were used for model evaluation. A clinical decision tree was developed to derive simplified decision rules.
Results:
The mean ITE was 0.22 ± 0.42, with 33% of patients classified as OSR-benefit candidates. SHAP analysis revealed that suprarenal angle, infrarenal angle, iliac anatomy, and proximal neck characteristics strongly influenced treatment effects. However, some predictors, such as low hemoglobin and systolic blood pressure favoring OSR, conflicted with clinical intuition. ROC analysis showed an area under the curve of 1.00, but calibration suggested overfitting due to a small sample size. Treatment-matched patients had a higher 30-day mortality rate than mismatched patients, suggesting potential bias or unmeasured confounding. The decision tree identified clinically relevant features but displayed structural inconsistencies and impractical cutoff values due to the limited sample size.
Conclusion
The X-learner model demonstrated the feasibility of individualized treatment prediction in rAAA but suffered from overfitting and limited generalizability. Validation with larger multicenter cohorts is necessary to confirm clinical applicability.
2.A comprehensive analysis of the role of stem cell transplantation in mantle cell lymphoma:real‑world data from the Korean Society of Blood and Marrow Transplantation registry:Stem cell transplantation outcomes in mantle cell lymphoma
Dong Won BAEK ; Joon Ho MOON ; Jae Hoon LEE ; Ka‑Won KANG ; Ho Sup LEE ; Hyeon‑Seok EOM ; Eunyoung LEE ; Ji Hyun LEE ; Jeong‑Ok LEE ; Seong Kyu PARK ; Seok Jin KIM ; Youngil KOH ; Jong‑Ho WON ; Jung‑Hee LEE ; Joon Seong PARK ; Jae‑Cheol JO ; Yeung‑Chul MUN ; Deok‑Hwan YANG ; Ga‑Young SONG ; Sung‑Nam LIM ; Sang Kyun SOHN ;
Blood Research 2025;60():44-
Purpose:
Stem cell transplantation (SCT) has historically played a major role in the long-term remission of mantle cell lymphoma (MCL), an incurable hematological malignancy. Using data from the Korean Society of Bone and Marrow Transplantation registry, we retrospectively analyzed the role of autologous (auto) and allogeneic (allo) SCT in longterm MCL survival.
Methods:
This study analyzed data from 188 patients (age ≥ 19 years at the time of transplantation) who underwent a transplant for MCL from 2011 to 2020. Progression-free survival (PFS) was defined as the time from transplantation to disease progression, relapse, or death from any cause. Overall survival (OS) was defined as the time from transplan‑ tation to death from any cause or the last follow-up.
Results:
In total, 109 patients underwent consolidative SCT after first-line chemotherapy. The 3-year PFS and OS rates were 65.4% and 78.5%, respectively, in the auto-SCT group, and 66.7% and 71.4%, respectively, in the allo-SCT group. The PFS and OS did not differ significantly between the auto- and allo-SCT groups. As part of salvage treatment, 52 patients with relapsed or refractory disease underwent auto- or allo-SCT. Patients who underwent auto-SCT with complete remis‑ sion/partial remission status reported better outcomes. In patients with refractory status, allogeneic transplantation using human leukocyte antigen (HLA) fully matched donors was a significantly favorable factor for PFS and OS.
Conclusion
The long-term survival of patients who underwent consolidative transplantation was similar to that reported in previous studies. Auto-SCT may be beneficial in patients who respond to salvage therapy, whereas allo-SCT with HLA-matched donors may be an alternative for patients with refractory disease.
3.Predictive role of absolute lymphocyte count in daratumumab-treated patients with relapsed/ refractory multiple myeloma
Hee Jeong CHO ; Jae-Cheol JO ; Yoo Jin LEE ; Myung Won LEE ; Do Young KIM ; Ho Jin SHIN ; Sung Nam IM ; Ji Hyun LEE ; Sung Hwa BAE ; Young Rok DO ; Won Sik LEE ; Min Kyung KIM ; Jina JUNG ; Jung Min LEE ; Ju-Hyung KIM ; Dong Won BAEK ; Sang-Kyun SOHN ; Joon Ho MOON
The Korean Journal of Internal Medicine 2023;38(4):578-578
4.Current Treatment Patterns and the Role of Upfront Autologous Stem Cell Transplantation in Patients with Peripheral T-Cell Lymphoma: A Korean Nationwide, Multicenter Prospective Registry Study (CISL 1404)
Hyungwoo CHO ; Dok Hyun YOON ; Dong-Yeop SHIN ; Youngil KOH ; Sung-Soo YOON ; Seok Jin KIM ; Young Rok DO ; Gyeong-Won LEE ; Jae-Yong KWAK ; Yong PARK ; Min Kyoung KIM ; Hye Jin KANG ; Jun Ho YI ; Kwai Han YOO ; Won Sik LEE ; Byeong Bae PARK ; Jae Cheol JO ; Hyeon-Seok EOM ; Hyo Jung KIM ; Seong Hyun JEONG ; Young-Woong WON ; Byeong Seok SOHN ; Ji-Hyun KWON ; Cheolwon SUH ; Won Seog KIM
Cancer Research and Treatment 2023;55(2):684-692
Purpose:
We conducted a nationwide, multicenter, prospective registry study for newly diagnosed patients with peripheral T-cell lymphoma (PTCL) to better define the clinical characteristics, treatment patterns, survival outcomes, and the role of upfront autologous stem cell transplantation (ASCT) in these patients.
Materials and Methods:
Patients with PTCL receiving chemotherapy with curative intent were registered and prospectively monitored. All patients were pathologically diagnosed with PTCL.
Results:
A total of 191 patients with PTCL were enrolled in this prospective registry study. PTCL, not otherwise specified (PTCL-NOS) was the most common pathologic subtype (n=80, 41.9%), followed by angioimmunoblastic T-cell lymphoma (AITL) (n=60, 31.4%). With a median follow-up duration of 3.9 years, the 3-year progression-free survival (PFS) and overall survival (OS) rates were 39.5% and 60.4%, respectively. The role of upfront ASCT was evaluated in patients who were considered transplant-eligible (n=59). ASCT was performed as an upfront consolidative treatment in 32 (54.2%) of these patients. There were no significant differences in PFS and OS between the ASCT and non-ASCT groups for all patients (n=59) and for patients with PTCL-NOS (n=26). However, in patients with AITL, the ASCT group was associated with significantly better PFS than the non-ASCT group, although there was no significant difference in OS.
Conclusion
The current study demonstrated that the survival outcomes with the current treatment options remain poor for patients with PTCL-NOS. Upfront ASCT may provide a survival benefit for patients with AITL, but not PTCL-NOS.
5.A Phase II Trial of S-1 and Oxaliplatin in Patients with Metastatic Breast Cancer Previously Treated with Anthracycline and Taxane (KCSG-BR07-03)
Dae-Won LEE ; Bhumsuk KEAM ; Keun Seok LEE ; Jin-Hee AHN ; Joohyuk SOHN ; Jin Seok AHN ; Moon Hee LEE ; Jee Hyun KIM ; Kyung Eun LEE ; Hyo Jung KIM ; Si-Young KIM ; Yeon Hee PARK ; Chan-Young OCK ; Kyung-Hun LEE ; Sae-Won HAN ; Sung-Bae KIM ; Young Hyuck IM ; Hyun Cheol CHUNG ; Do-Youn OH ; Seock-Ah IM
Cancer Research and Treatment 2023;55(2):523-530
Purpose:
This single-arm phase II trial investigate the efficacy and safety of S-1 plus oxaliplatin (SOX) in patients with metastatic breast cancer.
Materials and Methods:
Patients with metastatic breast cancer previously treated with anthracyclines and taxanes were enrolled. Patients received S-1 (40-60 mg depending on patient’s body surface area, twice a day, day 1-14) and oxaliplatin (130 mg/m2, day 1) in 3 weeks cycle until disease progression or unacceptable toxicity. The primary endpoint was objective response rate (ORR) according to Response Evaluation Criteria in Solid Tumor 1.1. Secondary endpoints included time-to-progression (TTP), duration-of-response (DoR), overall survival (OS), and adverse events.
Results:
A total of 87 patients were enrolled from 11 institutions in Korea. Hormone receptor was positive in 54 (62.1%) patients and six (6.9%) had human epidermal growth factor receptor 2–positive disease. Forty-eight patients (85.1%) had visceral metastasis and 74 (55.2%) had more than three sites of metastases. The ORR of SOX regimen was 38.5% (95% confidence interval [CI], 26.9 to 50.0) with a median TTP of 6.0 months (95% CI, 5.1 to 6.9). Median DoR and OS were 10.3 months (95% CI, 5.5 to 15.1) and 19.4 (95% CI, not estimated) months, respectively. Grade 3 or 4 neutropenia was reported in 28 patients (32.1%) and thrombocytopenia was observed in 23 patients (26.6%).
Conclusion
This phase II study showed that SOX regimen is a reasonable option in metastatic breast cancer previously treated with anthracyclines and taxanes.
6.A Rare Occurrence of Primarily Extranodal Spinal Epidural Lymphoma With Spinal Cord Compression and Invasion to the Thoracic Cavity
Min-Cheol SEOK ; Ahmad Khalid MADADI ; Mohammad Mohsen MOSLEH ; Sun Hee CHANG ; Moon-Jun SOHN
Brain Tumor Research and Treatment 2023;11(1):66-72
A 41-year-old man suffered from progressive radiculomyelopathy caused by spinal epidural mass primarily encasing the spinal cord at the cervicothoracic vertebrae that extended into the thoracic cavity through the neural foramen. An urgent decompressive laminectomy and epidural tumor resection were performed to prevent neurological deterioration and effective spinal cord decompression. The histopathologic diagnosis was diffuse large B-cell lymphoma. As first-line treatment for stage II extranodal lymphoma, he received 6 cycles of R-CHOP (rituximab/cyclophosphamide, hydroxydaunorubicin, Oncovin, and prednisone) chemotherapy. Consequently, follow-up positron-emission tomography CT and MR images demonstrated a complete metabolic response (Deauville score 1). This rare occurrence of primarily extranodal spinal epidural lymphoma with limited disease will be presented in a literature review.
7.Outcomes in Refractory Diffuse Large B-Cell Lymphoma: Results from Two Prospective Korean Cohorts
Jun Ho YI ; Seong Hyun JEONG ; Seok Jin KIM ; Dok Hyun YOON ; Hye Jin KANG ; Youngil KOH ; Jin Seok KIM ; Won-Sik LEE ; Deok-Hwan YANG ; Young Rok DO ; Min Kyoung KIM ; Kwai Han YOO ; Yoon Seok CHOI ; Whan Jung YUN ; Yong PARK ; Jae-Cheol JO ; Hyeon-Seok EOM ; Jae-Yong KWAK ; Ho-Jin SHIN ; Byeong Bae PARK ; Seong Yoon YI ; Ji-Hyun KWON ; Sung Yong OH ; Hyo Jung KIM ; Byeong Seok SOHN ; Jong Ho WON ; Dae-Sik HONG ; Ho-Sup LEE ; Gyeong-Won LEE ; Cheolwon SUH ; Won Seog KIM
Cancer Research and Treatment 2023;55(1):325-333
Purpose:
Diffuse large B-cell lymphoma (DLBCL) is the most common hematologic malignancy worldwide. Although substantial improvement has been achieved by the frontline rituximab-based chemoimmunotherapy, up to 40%-50% of patients will eventually have relapsed or refractory disease, whose prognosis is extremely dismal.
Materials and Methods:
We have carried out two prospective cohort studies that include over 1,500 DLBCL patients treated with rituximab plus CHOP (#NCT01202448 and #NCT02474550). In the current report, we describe the outcomes of refractory DLBCL patients. Patients were defined to have refractory DLBCL if they met one of the followings, not achieving at least partial response after 4 or more cycles of R-CHOP; not achieving at least partial response after 2 or more cycles of salvage therapy; progressive disease within 12 months after autologous stem cell transplantation.
Results:
Among 1,581 patients, a total of 260 patients met the criteria for the refractory disease after a median time to progression of 9.1 months. The objective response rate of salvage treatment was 26.4%, and the complete response rate was 9.6%. The median overall survival (OS) was 7.5 months (95% confidence interval, 6.4 to 8.6), and the 2-year survival rate was 22.1%±2.8%. The median OS for each refractory category was not significantly different (p=0.529).
Conclusion
In line with the previous studies, the outcomes of refractory DLBCL patients were extremely poor, which necessitates novel approaches for this population.
8.Predictive role of absolute lymphocyte count in daratumumab-treated patients with relapsed/ refractory multiple myeloma
Hee Jeong CHO ; Jae-Cheol JO ; Yoo Jin LEE ; Myung Won LEE ; Do Young KIM ; Ho Jin SHIN ; Sung Nam IM ; Ji Hyun LEE ; Sung Hwa BAE ; Young Rok DO ; Won Sik LEE ; Min Kyung KIM ; Jina JUNG ; Jung Min LEE ; Ju-Hyung KIM ; Dong Won BAEK ; Sang-Kyun SOHN ; Joon Ho MOON
The Korean Journal of Internal Medicine 2023;38(2):238-247
Background/Aims:
Daratumumab has shown an encouraging antitumor effect in patients with multiple myeloma (MM), and was known to alter the immune properties by off-targeting immunosuppressive cells. Here, we aimed to evaluate the change in absolute lymphocyte count (ALC) as a surrogate marker for predicting survival outcomes of patients treated with daratumumab.
Methods:
Between 2018 and 2021, the medical records of patients with relapsed/refractory MM (RRMM) treated with daratumumab monotherapy at 10 centers in South Korea were reviewed. We collected the ALC data at pre-infusion (D0), day 2 after the first infusion (D2), and prior to the third cycle of daratumumab therapy (D56).
Results:
Fifty patients who were administered at least two cycles of daratumumab were included. Overall response rate was 54.0% after two cycles of daratumumab treatment. On D2, almost all patients experienced a marked reduction in ALC. However, an increase in ALC on D56 (ALCD56) was observed in patients with non-progressive disease, whereas failure of ALC recovery was noted in those with progressive disease. Patients with ALCD56 > 700/μL (n = 39, 78.0%) had prolonged progression- free survival (PFS) and overall survival (OS) than those with ALCD56 ≤ 700/μL (median PFS: 5.8 months vs. 2.6 months, p = 0.025; median OS: 24.1 months vs. 6.1 months, p = 0.004). In addition, ALCD56 >700/μL was a significant favorable prognostic factor for PFS (hazard ratio [HR], 0.22; p = 0.003) and OS (HR, 0.23; p = 0.012).
Conclusions
Increase in ALC during daratumumab treatment was significantly associated with prolonged survival outcomes in patients with RRMM. The ALC value can predict clinical outcomes in patients treated with daratumumab.
9.Report on the methacholine bronchial provocation test protocol: An updated statement of Korean Academy of Asthma, Allergy and Clinical Immunology
Kyoung-Hee SOHN ; Hwan Soo KIM ; Byung-Keun KIM ; Joo-Hee KIM ; Sang Min LEE ; Jae-Hyun LEE ; Sung-Il WOO ; Cheol Hong KIM ; Jae Won JUNG ; Sae-Hoon KIM
Allergy, Asthma & Respiratory Disease 2023;11(2):56-62
The Korean Academy of Asthma, Allergy, and Clinical Immunology task force report aims to provide new protocols for methacholine challenge test (MCT). Although new devices have different delivery system compared to old ones, previous protocols are still used, which cannot guarantee adequate diagnoses of asthma. Another important issue is the recent recommendation in European Respiratory Society (ERS) technical standard guideline to use a delivered methacholine dose that causes a 20% decrease in forced expiratory volume in 1 second (FEV1) (PD 20). Although the previous protocol based on the methacholine concentration causing a 20% decrease in FEV1 (PC 20) has been used globally, several studies have reported that PD 20 is more reliable and applicable for new protocols of MCT. Indeed, a tidal breathing inhalation protocol using a breath-actuated or continuous nebulizer is recommended. Herein, we recommend 3 protocols for the MCT using new devices and provide a brief summary of the change in strategy based on the updated ERS guideline.
10.Fibular Fixation in Same-Level Distal Third Tibiofibular Fractures: Is Fibular Fracture Regarded as a Secondary Importance?
Jin-Woo LEE ; Seong-Eun BYUN ; Young-Woo KIM ; Young-Soo BYUN ; Yong-Cheol YOON ; Hoon-Sang SOHN
Clinics in Orthopedic Surgery 2023;15(5):704-710
Background:
Although most studies focused on the alignment or union of the tibia in same-level distal third tibiofibular fractures, the outcome of a concomitant fibular fracture is generally regarded as being of secondary importance in the literature. This study aimed to assess the outcomes of fibular fractures in same-level distal third tibiofibular fractures.
Methods:
In this retrospective study, we enrolled 111 patients with same-level distal third tibiofibular fractures treated at our institute between January 2016 and August 2020. Tibial fractures were stabilized with intramedullary nailing, and the cases were divided into two groups based on whether they additionally underwent fibular fixation (group 1, 57 cases) or not (group 2, 54 cases). Clinical and radiographic outcomes were used for the evaluation of tibial and fibular alignments, union of the tibia and fibula, number of interlocking screws in the distal tibial fragment, range of motion of the ankle joint, and complications.
Results:
No statistically significant differences in the tibial union rate or mean tibial alignment were observed between the two groups on either the immediate postoperative or final radiographs. The fibular union rate in group 1 was significantly higher than that in group 2 (fibular nonunion, 0 vs. 15; p < 0.001). Statistically significant differences in fibular displacement were observed on immediate postoperative radiographs between patients with fibular union and those without it. At the final follow-up, the mean range of ankle motion and lower extremity functional scale scores did not differ between the two groups.
Conclusions
Regardless of whether fibular fixation was performed, the overall tibial alignment with intramedullary nailing was well restored and the union rate of the tibia was comparable in the two groups. Fibular nonunion is not uncommon in unfixed fibula fractures. Displacement of the fibula as seen on immediate postoperative radiographs was related to fibular nonunion.

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