1.Deep Learning–Based Bone Age Assessment for Predicting Final Adult Height in Girls With Central Precocious Puberty
Jeong Min SONG ; Pyeong Hwa KIM ; Young Ah CHO ; Ah Young JUNG ; Jin Seong LEE ; Ja Hye KIM ; Hee Mang YOON
Korean Journal of Radiology 2026;27(6):568-577
Objective:
This study aimed to evaluate the accuracy of predicting final adult height (FAH) in Korean girls with central precocious puberty (CPP) using artificial intelligence (AI)-derived bone age assessments integrated into the Bayley–Pinneau (BP) or Korean National Growth Chart (KGC) prediction models.
Materials and Methods:
This single-center, retrospective study included 122 Korean girls with CPP who received gonadotropinreleasing hormone agonist (GnRHa) treatment for at least two years between January 2000 and November 2022. We assessed bone age and predicted adult height at the initiation and completion of GnRHa treatment. We used three bone age assessment methods: human expert assessment based on the Greulich-Pyle (GP) atlas (Human-GP), AI-derived GP (AI-GP), and AI-weighted GP scoring (AI-GPw). We calculated predicted adult heights (PAHs) using both the BP and KGC models, generating 12 PAH estimates per patient (2 time points x 3 bone-age methods x 2 height-prediction models). We assessed prediction accuracy and agreement with FAH using linear regression analysis and Bland–Altman plots and performed multivariable analysis to identify significant predictors of FAH.
Results:
Human-GP, AI-GP, and AI-GPw demonstrated comparable overall performance in predicting FAH (R 2 : 0.470–0.646 and 0.691–0.822 for treatment initiation and completion, respectively). AI-GPw combined with BP yielded slightly better point estimates but showed no statistically significant differences. At both time points, the BP model demonstrated consistently narrower 95% limits of agreement (LoA) than the KGC model. Multivariable analysis identified AI-GPw-BP and height percentile score as significant predictors of FAH at both time points; mid-parental height was significant only at treatment initiation.
Conclusion
Human-GP, AI-GP, and AI-GPw demonstrated comparable accuracy in predicting FAH. The BP model demonstrated consistently narrower 95% LoA than did the KGC model. AI-GPw-BP was an independent predictor of FAH. These findings support the clinical utility of AI-derived bone age assessments for individualized FAH prediction in patients with CPP.
2.Prognostic Landscape of TP53 Mutations in Hematologic Malignancies
Seo Yoon JANG ; Joowon JANG ; Jee-Soo LEE ; Moon-Woo SEONG ; Songyi PARK ; Ja Min BYUN ; Youngil KOH ; Junshik HONG ; Inho KIM ; Sung-Soo YOON ; Dong-Yeop SHIN
Cancer Research and Treatment 2026;58(2):656-663
Purpose:
While TP53 mutations are well known to be associated with adverse prognosis in hematological diseases, their functional impact remains incompletely understood. This study examines the spectrum of TP53 mutations across various hematologic malignancies and evaluates their functional impact.
Materials and Methods:
Using targeted sequencing panels, we analyzed TP53 mutations in the bone marrow aspiration samples of a retrospective cohort of 856 patients diagnosed with hematologic malignancies. To assess the impact of TP53 mutations, we applied the evolutionary action (EAp53) score and the relative fitness score (RFS), previously proposed functional scoring methods. The effects of variant allele frequency (VAF), disruptive mutations, EAp53 score, and RFS on overall survival (OS) were evaluated.
Results:
TP53 mutations were associated with inferior OS compared with wildtype TP53 (median OS 10.0 months versus not estimable; hazard ratio (HR) 4.6; p<0.001). In the acute myeloid leukemia, multiple myeloma, and myelodysplastic syndrome subgroups, TP53 mutations had a significant adverse impact on OS. (HRs 3.8, 4.2, 6.0, respectively; p<0.001, p=0.005, p<0.001, respectively). Patients with VAF >50% had significantly poorer OS compared to those with VAF ≤50% (median OS 7.5 months versus 22.8 months; HR 2.2, p=0.016). Moreover, patients in the high-risk RFS group (RFS >0.22) had significantly worse OS compared to those in the low-risk RFS group (RFS ≤0.22) (median OS 5.6 months versus 16.3 months; HR 2.2, p=0.041). However, no significant survival difference was observed between the EAp53 high-risk (>75) and low-risk (≤75) groups, or between patients with disruptive and non-disruptive mutations.
Conclusion
Our findings highlight VAF and RFS as valuable tools for stratifying TP53-mutant patients into high-risk and low-risk groups.
3.Neoadjuvant Concurrent Chemoradiotherapy for Duodenal-invasive Ascending Colon Cancer: Case Series
Seong Hyun KOH ; Jae Hyun KIM ; Seun Ja PARK
Journal of Digestive Cancer Research 2026;14(1):109-114
Duodenal invasion by ascending colon cancer is an uncommon and challenging manifestation of locally advanced right-sided colon cancer. Its optimal management remains debatable, particularly regarding the use of neoadjuvant concurrent chemoradiotherapy (CCRT). We retrospectively reviewed seven patients (aged 63–80 years) with ascending colon adenocarcinoma with duodenal invasion who were treated with neoadjuvant CCRT between 2012 and 2025 at a single tertiary center. Clinical staging ranged from stage IIC to IVB. Treatment strategies included neoadjuvant CCRT followed by curative-intent surgery when feasible and palliative chemotherapy and/or radiotherapy in advanced or inoperable cases. Among the seven patients, five underwent curative surgery following CCRT. Of these, four achieved long-term, recurrencefree survival for 99 months or more (average 102.5 months). One experienced recurrence after initial treatment and died of progressive disease. The remaining two patients did not undergo surgery because of disease progression or poor response to initial therapy, resulting in death or loss to follow-up. Histology revealed moderately to poorly differentiated adenocarcinoma and signet ring cell carcinoma. Neoadjuvant CCRT is feasible and effective in some patients with ascending colon cancer and duodenal invasion, supporting en bloc resection while minimizing surgical morbidity. Prospective studies are warranted to establish optimal treatment protocols.
4.Single-Port Robotic Bilateral Cortical-Sparing Adrenalectomy in MEN 2A Patients With Bilateral Pheochromocytomas: A Case Report
Joonseon PARK ; Solji AN ; Ja Seong BAE ; Kwangsoon KIM
Journal of Endocrine Surgery 2025;25(1):36-45
Multiple endocrine neoplasia type 2A (MEN 2A) is a hereditary disorder characterized by medullary thyroid carcinoma (MTC), pheochromocytomas, and primary hyperparathyroidism. We present the case of a 28-year-old male diagnosed with MEN 2A, exhibiting bilateral MTC and bilateral pheochromocytomas. The patient underwent a total thyroidectomy with bilateral central lymph node dissection, followed by bilateral corticalsparing adrenalectomy (CSA) utilizing single-port (SP) robotic posterior retroperitoneoscopic approach. The patient’s blood pressure remained consistently stable at an average of 125/85 mmHg after surgery, and he was discharged without complications on postoperative day 5 with good postoperative recovery and patient satisfaction. Adrenal function was successfully preserved, allowing for gradual tapering of hormone replacement therapy. This case underscores the efficacy of SP robotic CSA in managing bilateral pheochromocytomas within the context of MEN 2A, highlighting its role in tumor resection while maintaining adrenal function. The minimally invasive nature of the SP robotic approach and CSA offered advantages including reduced operative time, diminished postoperative discomfort, and enhanced cosmetic outcomes. Nonetheless, careful patient selection and diligent long-term follow-up are imperative to monitor adrenal function and detect potential tumor recurrence.
5.Clinical Characteristics and Early Outcomes of Stroke Revascularization in Cognitively Impaired Patients on Anti-dementia Medication
Ji Hye YANG ; Sung Jin PARK ; Min Hwan LEE ; Han-Bin LEE ; Ja Seong KOO ; Sang-Mi NOH ; Si-Ryung HAN ; Taewon KIM ; Hyun-Ji CHO ; Hae-Eun SHIN ; Sang Bong LEE ; Si Baek LEE ; A-Hyun CHO
Journal of Neurosonology and Neuroimaging 2025;17(2):31-36
Background:
Poor outcomes after acute ischemic stroke (AIS) revascularization are anticipated in patients with dementia due to advanced age, comorbidities, and reduced disease awareness. This study investigated clinical characteristics and short-term outcomes of AIS revascularization in patients undergoing dementia treatment.
Methods:
We retrospectively reviewed patients who underwent AIS revascularization therapy at eight centers of the Catholic University of Korea. Patients receiving anti-dementia medication for cognitive impairment before stroke onset were analyzed. Clinical characteristics and outcomes, including the modified Rankin Scale (mRS) score, hemorrhagic transformation, and mortality, were collected.
Results:
Among 1,379 patients who received AIS revascularization over 5 years, 13 (0.94%; mean age 83 years; 8 females) had a preexisting diagnosis of dementia (Alzheimer’s disease in 11, mild cognitive impairment in 2) and were on anti-dementia medication. Two patients underwent intravenous thrombolysis combined with endovascular therapy, whereas 11 underwent endovascular therapy alone. Most patients (11/13, 84.6%) presented with an unclear onset time. Stroke lesions were located in the right middle cerebral artery (MCA) in seven cases, left MCA in three, bilateral MCAs in one, and posterior circulation in two. Hemorrhagic transformation occurred in six patients (46%), of whom three (23%) were symptomatic. The mRS scores at discharge were 6 in two patients, 5 in one patient, 4 in nine patients, and 3 in one patient. Four patients died within 3 months of stroke onset.
Conclusion
The proportion of patients with cognitive impairment receiving anti-dementia medication among those undergoing stroke revascularization therapy was very small. The rates of hemorrhagic transformation and mortality were high. None of the patients achieved favorable outcomes at discharge.
6.Impact of Extended Lymph Node Dissection on Survival Outcomes in Patients With Bladder Cancer and Upper Tract Urothelial Carcinoma: A Multicenter Retrospective Study
Jiwoong YU ; Wook NAM ; Kyung Hwan KIM ; Yun-Sok HA ; Geehyun SONG ; Ho Kyung SEO ; Jong Kil NAM ; Tae Il NOH ; Seok Ho KANG ; Seung-Hwan JEONG ; Ja Hyeon KU ; Jong Jin OH ; Ji Eun HEO ; Won Sik HAM ; Joongwon CHOI ; Bumjin LIM ; Bumsik HONG ; Wan SONG ; Minyong KANG ; Hwang Gyun JEON ; Seong Il SEO ; Seong Soo JEON ; Hyun Hwan SUNG ; Byong Chang JEONG ;
Journal of Urologic Oncology 2025;23(1):79-87
Purpose:
To evaluate whether extended pelvic lymph node dissection (PLND) improves survival outcomes compared with standard PLND in patients with bladder cancer (BCa) undergoing radical cystectomy (RC), and to assess its potential benefits in patients with prior or concurrent radical nephroureterectomy (p/cRNU).
Materials and Methods:
A multicenter analysis included 2202 patients with BCa undergoing RC with standard or extended PLND at 11 tertiary centers from 2003 to 2023. Following propensity score matching, 659 pairs (n=1,318), including 128 patients with p/cRNU, were analyzed. Recurrence-free survival (RFS) was the primary outcome, while overall survival (OS), cancer-specific survival (CSS), and readmission rates were secondary outcomes. Survival analyses performed using Kaplan-Meier methods and clustered Cox models.
Results:
Extended PLND yielded significantly more lymph nodes than standard PLND (median: 27.0 vs. 17.0, p<0.001) but did not improve RFS, CSS, or OS in the overall cohort (all p>0.05). Extended PLND increased readmission rates (28.4% vs. 20.2%, p=0.001) and readmission risk (odds ratio, 1.57; 95% confidence interval [CI], 1.15–2.16, p=0.005). However, subgroup analysis revealed extended PLND significantly improved RFS in patients with p/cRNU (hazard ratio, 0.54; 95% CI, 0.38–0.77; p<0.001).
Conclusion
Extended PLND does not provide survival benefits for overall patient population and increases readmission risk but significantly improves RFS in patients with p/cRNU. Tailoring PLND extent based on upper tract disease status is recommended.
7.A Case of Type II Achalasia Occurring in a Nonagenarian Diagnosed with Acute Food Impaction
Seong Hyun KOH ; Moo In PARK ; Woo Hyuk JUNG ; Kyoungwon JUNG ; Sung Eun KIM ; Won MOON ; Seun Ja PARK
The Korean Journal of Gastroenterology 2024;83(1):23-27
Achalasia is an esophageal motility disorder characterized by loss of esophageal peristalsis and impaired relaxation of the lower esophageal sphincter. Patients with achalasia often complain of persistent symptoms for several years before diagnosis. On the other hand, achalasia diagnosed as a sudden esophageal food impaction is uncommon, and no report has been issued on the diagnosis and successful treatment of achalasia in a 95-year-old patient. We report a case of achalasia diagnosed by high-resolution esophageal manometry and timed barium esophagography after food material removal by endoscopy in a 95-year-old woman who visited the hospital due to sudden esophageal food impaction and was successfully treated by endoscopic balloon dilatation.
8.Long Term Clinical Outcomes of Gastric Mucosa-Associated Lymphoid Tissue Lymphoma: A Single Center Study
Seong Hyun KOH ; Seung Hyun YEO ; Moo In PARK ; Kyoungwon JUNG ; Sung Eun KIM ; Won MOON ; Seun Ja PARK
The Korean Journal of Helicobacter and Upper Gastrointestinal Research 2024;24(1):64-71
Objectives:
Few studies have reported long-term follow-up after treatment of gastric mucosaassociated lymphoid tissue (MALT) lymphoma. In this single-center study, we investigated longterm treatment outcomes in patients diagnosed with gastric MALT lymphoma.
Methods:
The study included 80 patients diagnosed with gastric MALT lymphoma, who were followed up at a single center between January 2005 and December 2019 after Helicobacter pylori eradication therapy, radiotherapy, or chemotherapy. We evaluated complete remission, improvement, or recurrence of the lesion. Follow-up over >60 months was classified as long-term follow-up, and the progression-free survival rate was recorded.
Results:
Following H. pylori eradication treatment, complete remission occurred in 85.9% (55/64) of H. pylori-positive and 50.0% (3/6) of H. pylori-negative patients. All patients with gastric MALT lymphoma who did not respond to H. pylori eradication therapy (100.0% [6/6]) achieved complete remission following administration of local radiotherapy. We observed no deaths on long-term follow-up (>60 months), and the progression-free survival was 101 months.
Conclusions
In this study, patients with gastric MALT lymphoma showed excellent survival rates, progression-free survival, and prognosis on long-term follow-up. Prospective studies are warranted to determine the long-term prognosis of gastric MALT lymphoma after treatment.
9.Cost-effectiveness of intraoperative neural monitoring of recurrent laryngeal nerves in thyroid lobectomy for papillary thyroid carcinoma
Il Ku KANG ; Ja Seong BAE ; Jeong Soo KIM ; Kwangsoon KIM
Annals of Surgical Treatment and Research 2024;106(3):140-146
Purpose:
Recurrent laryngeal nerve injury after thyroid surgery may cause vocal cord palsy (VCP), which leads to unexpected additional costs. In recent years, intraoperative neural monitoring (IONM) has been used to lower the incidence rate of VCP. This study aimed to analyze postoperative management costs for patients with papillary thyroid carcinoma (PTC).
Methods:
We analyzed the medical records of patients who underwent lobectomy for PTC from September 2018 to August 2019 at The Catholic University of Korea, Seoul St. Mary’s Hospital. A total of 411 patients were enrolled and all the patients had voice examinations. We investigated the total costs in the IONM and non-IONM groups during a maximum 1-year follow-up and calculated the additional costs due to VCP by subtraction of the mean values in each group.
Results:
The incidence rate of VCP was 3.9% (16 of 411). Extrathyroidal extension was related to VCP in Cox regression tests and accounted for 3.2% (13 of 411). VCP rate did not show a significant difference between the IONM and non-IONM groups (4.1% vs. 3.8%, P = 0.883). Total costs for postoperative management were higher in the IONM group than in the non-IONM group (US $328.2 ± $220.1 vs. $278.7 ± $141.4, P < 0.05). However, the additional costs due to VCP were significantly lower in the IONM group than in the non-IONM group ($474.1 ± $150.3 vs. $568.9 ± $367.6, P < 0.005).
Conclusion
The use of IONM can mitigate the increase in costs by saving additional expenses associated with VCP.
10.Cost-Utility Analysis of Early Detection with Ultrasonography of Differentiated Thyroid Cancer: A Retrospective Study on a Korean Population
Han-Sang BAEK ; Jeonghoon HA ; Kwangsoon KIM ; Ja Seong BAE ; Jeong Soo KIM ; Sungju KIM ; Dong-Jun LIM ; Chul-Min KIM
Endocrinology and Metabolism 2024;39(2):310-323
Background:
There is debate about ultrasonography screening for thyroid cancer and its cost-effectiveness. This study aimed to evaluate the cost-effectiveness of early screening (ES) versus symptomatic detection (SD) for differentiated thyroid cancer (DTC) in Korea.
Methods:
A Markov decision analysis model was constructed to compare the cost-effectiveness of ES and SD. The model considered direct medical costs, health outcomes, and different diagnostic and treatment pathways. Input data were derived from literature and Korean population studies. Incremental cost-effectiveness ratio (ICER) was calculated. Willingness-to-pay (WTP) threshold was set at USD 100,000 or 20,000 per quality-adjusted life year (QALY) gained. Sensitivity analyses were conducted to address uncertainties of the model’s variables.
Results:
In a base case scenario with 50 years of follow-up, ES was found to be cost-effective compared to SD, with an ICER of $2,852 per QALY. With WTP set at $100,000, in the case with follow-up less than 10 years, the SD was cost-effective. Sensitivity analysis showed that variables such as lobectomy probability, age, mortality, and utility scores significantly influenced the ICER. Despite variations in costs and other factors, all ICER values remained below the WTP threshold.
Conclusion
Findings of this study indicate that ES is a cost-effective strategy for DTC screening in the Korean medical system. Early detection and subsequent lobectomy contribute to the cost-effectiveness of ES, while SD at an advanced stage makes ES more cost-effective. Expected follow-up duration should be considered to determine an optimal strategy for DTC screening.

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