1.Development of an artificial intelligence-based prediction platform for early recurrence of resectable pancreatic cancer after curative surgery–toward future use as an indication for neoadjuvant treatment: a retrospective multicenter cohort study
So Jeong YOON ; Sung Hyun KIM ; Hongbeom KIM ; Sang Hyun SHIN ; Jin Seok HEO ; Seung Soo HONG ; Chang Moo KANG ; Kyung Sik KIM ; Ho Kyoung HWANG ; In Woong HAN
Annals of Surgical Treatment and Research 2026;110(2):76-83
Purpose:
Neoadjuvant treatment (NAT) is now the standard for borderline resectable pancreatic cancer (RPC) and is being considered for RPC. Early recurrence after curative surgery in RPC is often seen as a treatment failure, prompting considerations for NAT. Our goal was to develop an artificial intelligence (AI)-based predictive model utilizing preoperatively available factors to forecast early recurrences of resected RPC.
Methods:
This study included 469 patients who underwent surgery for RPC between 2011 and 2019. Clinicopathologic and oncologic data were retrospectively reviewed. Preoperative variables, including laboratory data and imaging findings, were collected. Early recurrence was defined as recurrence occurring within a year after surgery. Deep neural networks were then used to select variables by assessing their importance. A new model predicting early recurrence of RPC was subsequently developed.
Results:
Of the patients evaluated, 199 (42.4%) experienced early recurrence. The predictive model included 14 preoperative variables: CA 19-9, preoperative pancreatitis, serum albumin, platelet count, lymphocyte count, the American Society of Anesthesiologists physical status classification, tumor size, monocyte count, age, body mass index, CRP, hemoglobin, WBC count, and CEA. The area under the curve for the model was 0.786 in the training set and 0.734 in the test set.
Conclusion
We developed an AI-based model to predict the early recurrence of RPC using preoperative parameters. By identifying patients at risk of early recurrence, optimal individualized treatments such as NAT can be considered. Future prospective studies are crucial to establish clear indications for NAT in RPC.
2.Long-term oncologic benefit of postoperative chemotherapy in the resected ampulla of Vater cancer:hope or hype? A propensity score matching analysis
Jae Hwan JEONG ; Seung Soo HONG ; Sung Hyun KIM ; Ho Kyoung HWANG ; Kyung Sik KIM ; Chang Moo KANG
Annals of Surgical Treatment and Research 2025;109(1):15-26
Purpose:
The oncologic benefits of adjuvant chemotherapy for resected ampulla of Vater cancer (AoVCa) remain contentious. This study aimed to evaluate the long-term oncologic effects of postoperative adjuvant chemotherapy (PACT) in patients who underwent radical surgery for AoVCa.
Methods:
From 2005 to 2019, clinical and pathological data of 306 AoVCa patients who underwent pancreatoduodenectomy were retrospectively reviewed. Patients were divided into the PACT (+) and PACT (–) groups. Propensity score matching (PSM) was conducted to adjust for clinical factors.
Results:
The PACT (+) group (n = 124) and PACT (–) group (n = 182) showed significant differences in cancer stage, lymph node metastasis, perineural invasion, lymphovascular invasion, and cancer differentiation. Lower overall survival (OS) (P < 0.001) and disease-free survival (DFS) (P < 0.001) were observed in the PACT (+) group. After PSM, no significant differences in OS or DFS were found between the groups. Multivariate analysis identified lymph node metastasis and perineural invasion as significant prognostic factors, while PACT did not significantly impact long-term survival.Paradoxically, PACT was associated with worse outcomes in patients with favorable prognostic factors.
Conclusion
This study suggests that PACT does not provide a clear oncologic benefit for resected AoVCa patients and may even be detrimental for those with favorable prognostic factors. There is an urgent need to develop effective anticancer treatments and consider tailored therapeutic approaches based on individual patient profiles. Future research should focus on long-term follow-up and the integration of precision medicine to improve outcomes for AoVCa patients.
3.Evidence‑based Korean guidelines for the clinical management of multiple myeloma: addressing 12 key clinical questions
Sung‑Hoon JUNG ; Youngil KOH ; Min Kyoung KIM ; Jin Seok KIM ; Joon Ho MOON ; Chang‑Ki MIN ; Dok Hyun YOON ; Sung‑Soo YOON ; Je‑Jung LEE ; Chae Moon HONG ; Ka‑Won KANG ; Jihyun KWON ; Kyoung Ha KIM ; Dae Sik KIM ; Sung Yong KIM ; Sung‑Hyun KIM ; Yu Ri KIM ; Young Rok DO ; Yeung‑Chul MUN ; Sung‑Soo PARK ; Young Hoon PARK ; Ho Jin SHIN ; Hyeon‑Seok EOM ; Sang Eun YOON ; Sang Mee HWANG ; Won Sik LEE ; Myung‑won LEE ; Jun Ho YI ; Ji Yun LEE ; Ji Hyun LEE ; Ho Sup LEE ; Sung‑Nam LIM ; Jihyang LIM ; Ho‑Young YHIM ; Yoon Hwan CHANG ; Jae‑Cheol JO ; Jinhyun CHO ; Hyungwoo CHO ; Yoon Seok CHOI ; Hee jeong CHO ; Ari AHN ; Jong Han CHOI ; Hyun Jung KIM ; Kihyun KIM
Blood Research 2025;60():9-
Multiple myeloma (MM), a hematological malignancy, is characterized by malignant plasma cell proliferation in the bone marrow. Recent treatment advances have significantly improved patient outcomes associated with MM.In this study, we aimed to develop comprehensive, evidence-based guidelines for the diagnosis, prognosis, and treat‑ ment of MM. We identified 12 key clinical questions essential for MM management, guiding the extensive literature review and meta-analysis of the study. Our guidelines provide evidence-based recommendations by integrating patient preferences with survey data. These recommendations include current and emerging diagnostic tools, thera‑ peutic agents, and treatment strategies. By prioritizing a patient-centered approach and rigorous data analysis, these guidelines were developed to enhance MM management, both in Korea and globally.
4.Geriatric risk model for older patients with diffuse large B-cell lymphoma (GERIAD): a prospective multicenter cohort study
Ho-Young YHIM ; Yong PARK ; Jeong-A KIM ; Ho-Jin SHIN ; Young Rok DO ; Joon Ho MOON ; Min Kyoung KIM ; Won Sik LEE ; Dae Sik KIM ; Myung-Won LEE ; Yoon Seok CHOI ; Seong Hyun JEONG ; Kyoung Ha KIM ; Jinhang KIM ; Chang-Hoon LEE ; Ga-Young SONG ; Deok-Hwan YANG ; Jae-Yong KWAK
The Korean Journal of Internal Medicine 2024;39(3):501-512
Background/Aims:
Optimal risk stratification based on simplified geriatric assessment to predict treatment-related toxicity and survival needs to be clarified in older patients with diffuse large B-cell lymphoma (DLBCL).
Methods:
This multicenter prospective cohort study enrolled newly diagnosed patients with DLBCL (≥ 65 yr) between September 2015 and April 2018. A simplified geriatric assessment was performed at baseline using Activities of Daily Living (ADL), Instrumental ADL (IADL), and Charlson’s Comorbidity Index (CCI). The primary endpoint was event-free survival (EFS).
Results:
The study included 249 patients, the median age was 74 years (range, 65-88), and 125 (50.2%) were female. In multivariable Cox analysis, ADL, IADL, CCI, and age were independent factors for EFS; an integrated geriatric score was derived and the patients stratified into three geriatric categories: fit (n = 162, 65.1%), intermediate-fit (n = 25, 10.0%), and frail (n = 62, 24.9%). The established geriatric model was significantly associated with EFS (fit vs. intermediate-fit, HR 2.61, p < 0.001; fit vs. frail, HR 4.61, p < 0.001) and outperformed each covariate alone or in combination. In 87 intermediate-fit or frail patients, the relative doxorubicin dose intensity (RDDI) ≥ 62.4% was significantly associated with worse EFS (HR, 2.15, 95% CI 1.30–3.53, p = 0.002). It was related with a higher incidence of grade ≥ 3 symptomatic non-hematologic toxicities (63.2% vs. 27.8%, p < 0.001) and earlier treatment discontinuation (34.5% vs. 8.0%, p < 0.001) in patients with RDDI ≥ 62.4% than in those with RDDI < 62.4%.
Conclusions
This model integrating simplified geriatric assessment can risk-stratify older patients with DLBCL and identify those who are highly vulnerable to standard dose-intensity chemoimmunotherapy.
5.A Case of Pituitary Rathke’s Cleft Cyst Associated with Decreased Visual Acuity after Cataract Surgery
Min Sun KIM ; Young Chae YOON ; Sun Kyoung PARK ; Woong Joo WHANG ; Ho Sik HWANG ; Hyun Seung KIM ; Kyung Sun NA ; Mira PARK
Annals of Optometry and Contact Lens 2024;23(2):85-90
Purpose:
To report a case of suprasellar Rathke's cleft cyst accompanying visual field defect found in a patient complaining of decreased visual acuity after cataract surgery.Case Summary: A 62-year-old male patient who showed a best-corrected visual acuity (BCVA) of 0.6 after left eye cataract surgery visited our hospital two months after surgery with decreased vision. He showed a best corrected visual acuity of 0.2, did not have relative afferent pupillary defect, and there were no specific findings on fundus examination. In the full field perimetry test, partial visual field loss in superior temporal quadrants were found in both eyes, being more prominent in left eye. In ganglion cell layer measurements using optical coherence tomography, a symmetric thinning in the thickness of the nasal ganglion cell layer was observed in both eyes, which was consistent with the visual field test. It was discovered that a liquid solid mass with a diameter of 21 mm in the upper part of the pituitary gland was compressing the optic chiasm in orbit magnetic resonance imaging. The patient was then referred to neurosurgery for pituitary surgery using transsphenoidal approach and diagnosed with Rathke's cleft cyst on histopathologic examination. Three months after surgery, the BCVA has increased to 0.5 and the visual field test showed no scotoma.
Conclusions
We report a case that Rathke's cleft cyst above the sella turcica inducing visual disturbances, emphasizing the importance of early detection and treatment through neuroophthalmological evaluation in a patient presenting with unexplained visual impairment.
6.Association of Delayed Denosumab Dosing with Increased Risk of Fractures: A Population-Based Retrospective Study
Kyoung Min KIM ; Seol A JANG ; Nam Ki HONG ; Chul Sik KIM ; Yumie RHEE ; Seok Won PARK ; Steven R. CUMMINGS ; Gi Hyeon SEO
Endocrinology and Metabolism 2024;39(6):946-955
Background:
Inhibitory effects of denosumab on bone remodeling are reversible and disappear once treatment is discontinued. Herein, we examined whether and to what extent delayed denosumab administration is also associated with fracture risk using nation-wide data.
Methods:
The study cohort included women aged 45 to 89 years who were started on denosumab for osteoporosis between October 2017 and December 2019 using data from the Korean Health Insurance Review and Assessment service. Participants were stratified according to the time of their subsequent denosumab administration from the last denosumab administration, including those with within 30 days early dosing (ED30), within the planned time of 180–210 days (referent), within 30–90 days of delayed dosing (DD90), within 90–180 days of delayed dosing (DD180), and longer than 181 days of delayed dosing (DD181+). The primary outcome was the incidence of all clinical fractures.
Results:
A total of 149,199 participants included and 2,323 all clinical fractures (including 1,223 vertebral fractures) occurred. The incidence of all fractures was significantly higher in the DD90 compared to reference group (hazard ratio [HR], 1.2; 95% confidence interval [CI], 1.1 to 1.4). The risk of all fracture was even higher in the longer delayed DD180 group (HR, 1.9; 95% CI, 1.6 to 2.3) and DD181+ group (HR, 1.8; 95% CI, 1.5 to 2.2). Increased risks of fractures with delayed dosing were consistently observed for vertebral fractures.
Conclusion
Delayed denosumab dosing, even by 1 to 3 months, was significantly associated with increased fracture risk. Maintaining the correct dosing schedule should be emphasized when starting denosumab.
7.CTLA4 expression profiles and their association with clinical outcomes of breast cancer: a systemic review
TongYi JIN ; Kyoung Sik PARK ; Sang Eun NAM ; Seung Hwan LIM ; Jong Hyun KIM ; Woo Chul NOH ; Young Bum YOO ; Won Seo PARK ; Ik Jin YUN
Annals of Surgical Treatment and Research 2024;106(5):263-273
Purpose:
The cytotoxic T-lymphocyte-associated protein 4 (CTLA4) is involved in the progression of various cancers, but its biological roles in breast cancer (BRCA) remain unclear. Therefore, we performed a systematic multiomic analysis to expound on the prognostic value and underlying mechanism of CTLA4 in BRCA.
Methods:
We assessed the effect of CTLA4 expression on BRCA using a variety of bioinformatics platforms, including Oncomine, GEPIA, UALCAN, PrognoScan database, Kaplan-Meier plotter, and R2: Kaplan-Meier scanner.
Results:
CTLA4 was highly expressed in BRCA tumor tissue compared to normal tissue (P < 0.01). The CTLA4 messenger RNA levels in BRCA based on BRCA subtypes of Luminal, human epidermal growth factor receptor 2, and triple-negative BRCA were considerably higher than in normal tissues (P < 0.001). However, the overexpression of CTLA4 was associated with a better prognosis in BRCA (P < 0.001) and was correlated with clinicopathological characteristics including age, T stage, estrogen receptors, progesterone receptors, and prediction analysis of microarray 50 (P < 0.01). The infiltration of multiple immune cells was associated with increased CTLA4 expression in BRCA (P < 0.001). CTLA4 was highly enriched in antigen binding, immunoglobulin complexes, lymphocyte-mediated immunity, and cytokine-cytokine receptor interaction.
Conclusion
This study provides suggestive evidence of the prognostic role of CTLA4 in BRCA, which may be a therapeutic target for BRCA. Furthermore, CTLA4 may influence BRCA prognosis through antigen binding, immunoglobulin complexes, lymphocyte-mediated immunity, and cytokine-cytokine receptor interaction. These findings help us understand how CTLA4 plays a role in BRCA and set the stage for more research.
8.The effects of sarcopenic obesity on immediate postoperative outcomes after pancreatoduodenectomy:a retrospective cohort study
Jae Hwan JEONG ; Ji Su KIM ; Seung-seob KIM ; Seung Soo HONG ; Ho Kyoung HWANG ; Chang Moo KANG ; Hyoung-Il KIM ; Kyung Sik KIM ; Sung Hyun KIM
Annals of Surgical Treatment and Research 2024;107(4):203-211
Purpose:
Several studies have evaluated the impact of sarcopenic obesity (SO) on postoperative complications, including postoperative pancreatic fistula (POPF), in patients undergoing pancreatoduodenectomy (PD). Previous studies have shown that SO increases POPF, but it remains unclear whether SO increases postoperative complications. In this study, we aimed to determine the relationship between SO and immediate postoperative complications.
Methods:
From January 2005 to December 2019, the medical records of patients who underwent PD for periampullary cancer were retrospectively reviewed. Skeletal muscle index (SMI) and visceral fat area (VFA) were calculated from preoperative computed tomography images. Patients with high VFA were classified as obese, while those with low SMI were classified as sarcopenic. Patients were divided into 4 groups: normal group, sarcopenia only group, obesity only group, and SO group. Postoperative outcomes were compared between groups, and factors affecting postoperative complications were analyzed by multivariate analysis.
Results:
Normal group (n = 176), sarcopenia only group (n = 130), obesity only group (n = 207), and SO group (n = 117) were analyzed retrospectively. SO group had significantly more frequent major complications compared to the normal group (P = 0.006), as well as a significantly more frequent clinically relevant POPF compared to the other groups (P = 0.002). In multivariate analysis, SO was an independent risk factor for major complications (P = 0.008) and clinically relevant POPF (P = 0.003).
Conclusion
SO is a factor associated with poor immediate postoperative outcomes after PD for periampullary cancer.
9.Prolonged Union in Conservative Treatment of Symphalangeal Toe Fractures: Case Series
Min Gyu KYUNG ; Young Sik YOON ; Yongwoo KIM ; Kyoung Min LEE ; Dong Yeon LEE ; Il-Ung HWANG
Clinics in Orthopedic Surgery 2024;16(2):322-325
Background:
Toe symphalangism is characterized by a fusion of the interphalangeal joint between the middle and distal phalanges. While typical lesser toe fractures heal well with conservative treatment, in our clinical experience, we encountered patients with symphalangeal toe fractures who experienced long-lasting pain and delayed radiographic union. Therefore, this study aimed to report radiographic outcomes following conservative treatment of symphalangeal fractures of the lesser toes.
Methods:
We retrospectively reviewed 14 patients with symphalangeal lesser toe fractures who were treated conservatively. We investigated the mechanism of injury and measured the time from the initial injury date to the complete radiographic union. The fracture gap distance was measured on an initial lateral radiograph.
Results:
Symphalangeal fractures involved the fourth toe in 4 patients (28.5%) and the fifth toe in 10 patients (71.4%). Regarding the mechanism of injury, 6 patients (42.9%) were injured by stubbing or bumping into the door, 5 patients (35.7%) were injured by tripping, 2 patients (14.3%) were injured by heavy objects falling directly on their toes, and 1 patient (2.3%) complained of pain after wearing pointed shoes for half a day. The mean time to complete union was 9.1 months, and the median period was 5.5 months (range, 0.8–29 months). The initial gap of the fracture was 0.60 mm (range, 0.30–1.04 mm).
Conclusions
The results of our case series may help counsel patients in the outpatient clinic that prolonged healing time may be required for the union of symphalangeal toe fractures.
10.Piperacillin-Tazobactam versus Cefotaxime as Empiric Treatment for Febrile Urinary Tract Infection in Hospitalized Children
Kyoung Hee HAN ; Min-su OH ; Jungmin AHN ; Juyeon LEE ; Youn Woo KIM ; Young Mi YOON ; Yoon-Joo KIM ; Hyun Sik KANG ; Ki-Soo KANG ; Larry A. GREENBAUM ; Jae Hong CHOI
Infection and Chemotherapy 2024;56(2):266-275
Background:
According to international pediatric urinary tract infection (UTI) guidelines, selecting ampicillin/ sulbactam or amoxicillin/clavulanate is recommended as the first-line treatment for pediatric UTI. In Korea, elevated resistance to ampicillin and ampicillin/sulbactam has resulted in the widespread use of third-generation cephalosporins for treating pediatric UTIs. This study aims to compare the efficacy of piperacillin-tazobactam (TZP) and cefotaxime (CTX) as first-line treatments in hospitalized children with UTIs.
Materials and Methods:
The study, conducted at Jeju National University Hospital, retrospectively analyzed medical records of children hospitalized for febrile UTIs between 2014 and 2017. UTI diagnosis included unexplained fever, abnormal urinalysis, and the presence of significant uropathogens. Treatment responses, recurrence, and antimicrobial susceptibility were assessed.
Results:
Out of 323 patients, 220 met the inclusion criteria. Demographics and clinical characteristics were similar between TZP and CTX groups. For children aged ≥3 months, no significant differences were found in treatment responses and recurrence. Extended-spectrum beta-lactamase (ESBL)-positive strains were associated with recurrence in those <3 months.
Conclusion
In Korea, escalating resistance to empirical antibiotics has led to the adoption of broad-spectrum empirical treatment. TZP emerged as a viable alternative to CTX for hospitalized children aged ≥3 months with UTIs.Consideration of ESBL-positive strains and individualized approaches for those <3 months are crucial.

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