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.The Diagnosis and Treatment of a Post-traumatic Iris Cyst Referred as an Iris Tumor
Ji Hyun YOON ; Young Chae YOON ; Sun Kyoung PARK ; Woong Joo WHANG ; Ho Sik HWANG ; Hyun Seung KIM ; Kyung Sun NA
Journal of the Korean Ophthalmological Society 2024;65(6):400-406
Purpose:
We report the diagnosis and treatment of a secondary iris cyst in a patient referred for an iris tumor.Case summary: A 29-year-old man diagnosed with an anterior chamber mass of the left eye was referred to our center for further evaluation and management. Twenty years previously, he suffered a penetrating ocular injury of his left eye and underwent primary closure. He had no underlying systemic disease. At his initial visit, the best corrected visual acuity of his left eye was 0.5. A whitish-gray mass was observed within the anterior chamber from 1 o'clock to 5 o'clock, obscuring the pupil. Anterior segment optical coherence tomography revealed a cystic mass touching the retrocorneal surface. No other lesions were seen on orbital imaging or ocular ultrasonography. Ultimately, it was diagnosed as an iris cyst that occurred secondary to ocular trauma. After needle aspiration and intracystic injection of 99% ethanol, the cyst collapsed fully. However, a cataract developed within a few months, and phacoemulsification and intraocular lens implantation were performed. Seven months after cyst aspiration, the uncorrected visual acuity of the left eye had recovered to 0.5. The cyst still adhered to the corneal endothelium, remaining in its collapsed state. The current corneal endothelial cell density is 871 cells/mm2.
Conclusions
A secondary iris cyst was diagnosed in a patient with a history of penetrating eye trauma and surgery. It was treated successfully with needle aspiration and intracystic alcohol injection.
5.Erratum to: Corrigendum: 2023 Korean Society of Menopause -Osteoporosis Guidelines Part I
Dong Ock LEE ; Yeon Hee HONG ; Moon Kyoung CHO ; Young Sik CHOI ; Sungwook CHUN ; Youn-Jee CHUNG ; Seung Hwa HONG ; Kyu Ri HWANG ; Jinju KIM ; Hoon KIM ; Dong-Yun LEE ; Sa Ra LEE ; Hyun-Tae PARK ; Seok Kyo SEO ; Jung-Ho SHIN ; Jae Yen SONG ; Kyong Wook YI ; Haerin PAIK ; Ji Young LEE
Journal of Menopausal Medicine 2024;30(3):179-179
6.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.
7.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.
8.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.
9.Erratum to: Corrigendum: 2023 Korean Society of Menopause -Osteoporosis Guidelines Part I
Dong Ock LEE ; Yeon Hee HONG ; Moon Kyoung CHO ; Young Sik CHOI ; Sungwook CHUN ; Youn-Jee CHUNG ; Seung Hwa HONG ; Kyu Ri HWANG ; Jinju KIM ; Hoon KIM ; Dong-Yun LEE ; Sa Ra LEE ; Hyun-Tae PARK ; Seok Kyo SEO ; Jung-Ho SHIN ; Jae Yen SONG ; Kyong Wook YI ; Haerin PAIK ; Ji Young LEE
Journal of Menopausal Medicine 2024;30(3):179-179
10.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.

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