1.Gestational Age and Neurodevelopmental Outcomes in Preterm Children at Early Preschool Age: A Longitudinal Multidomain Logistic Modeling Study
Ji Na YANG ; Ye Kyeng SEO ; Dong Hyun KIM ; Nam Hun HEO ; Soo A KIM ; Jun Hwan SONG ; Seung Soo KIM
Annals of Child Neurology 2026;34(2):109-119
Purpose:
Preterm birth remains a leading cause of long-term neurodevelopmental impairment, yet early evaluations frequently underestimate subsequent deficits. This study examined longitudinal neurodevelopmental trajectories across gestational age groups and identified predictors of developmental delay.
Methods:
A retrospective cohort of 532 preterm children, stratified by gestational age, was followed from the neonatal period to early preschool age. Neurodevelopment was assessed using the Korean version of the Bayley Scales of Infant and Toddler Development, Third Edition at 8–12 months (n=481), 13–24 months (n=118), and 25–42 months (n=100). Longitudinal trajectories were analyzed using general linear models, and predictors of developmental delay were identified through multivariable logistic regression.
Results:
During the first year, motor scores differed significantly across gestational age groups, with extremely preterm infants showing the lowest values. By the third to fourth years of life, cognitive and language scores diverged markedly, with extremely preterm children exhibiting the steepest decline and additional deficits in motor and adaptive behavior domains. Lower gestational age remained an independent predictor of both cognitive and language delay at early preschool age, while no independent predictors were identified for motor, social-emotional, or adaptive behavior outcomes.
Conclusion
Neurodevelopmental outcomes in preterm children follow dynamic, domain-specific trajectories influenced by gestational age and developmental timing. Motor delays are most evident in infancy, whereas cognitive and language impairments emerge by early preschool age. Gestational age remains a consistent predictor of later delay, emphasizing the need for longitudinal, gestational age–stratified monitoring and early, targeted intervention.
2.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.
3.Comparative outcomes of dialysis vascular access in kidney transplant patients: a propensity score-matched retrospective cohort study
Minyu KANG ; Hwa-Hee KOH ; Young Jin YOO ; Seon-Hee HEO ; Soo Jin KIM
Annals of Surgical Treatment and Research 2026;110(2):104-111
Purpose:
A proportion of patients who undergo kidney transplantation (KT) eventually experience graft failure and require dialysis. However, the characteristics of posttransplant patients differ from non-KT patients considering the long-term use of immunosuppressants, steroids, and associated complications. These differences may influence the outcomes of vascular access (VA). This study aims to compare the VA outcomes and infection rates between KT with allograft failures and non-KT patients.
Methods:
We retrospectively analyzed patients who underwent VA creation between January 2018 and November 2023.A propensity score-matched cohort was created based on age and sex, comparing 61 patients who received their first VA creation after KT to 222 patients who had never undergone KT before VA creation.
Results:
The median VA patency was 841 days. VA abandonment within 3 months occurred in 3.2% in the non-KT group and 1.6% in the KT with failed allograft group (P = 0.845). Infection rates were also similar (4.1% vs. 3.3%, P = 0.226). Cox regression indicated that KT was not a significant risk factor for VA patency, whereas low body mass index and diabetes mellitus were significant risk factors for long-term patency. In the KT group, steroid and mammalian target of rapamycin (mTOR) inhibitor use before VA formation were identified as risk factors for primary patency.
Conclusion
VA outcomes in KT patients with allograft failure were comparable to those of non-KT patients. While KT status itself does not adversely affect VA patency or infection rates, patients with low body mass index, diabetes mellitus, or who are receiving steroid or mTOR inhibitors should be carefully managed.
4.Attitude Toward Infection Prevention and Utilization of Local Mental Health Services During the COVID-19 Pandemic in Patient With Schizophrenia
Jun Yeong HEO ; Hyun Soo KIM ; Seong Hwan KIM
Journal of the Korean Society of Biological Therapies in Psychiatry 2026;32(1):52-65
Objectives:
This study aims to investigate the challenges faced by individuals with schizophrenia in adhering to COVID-19 prevention guidelines and the difficulties they experienced due to social distancing measures.
Methods:
The study focused on 286 registered members with schizophrenia who were utilizing mental health welfare center services in the Busan area. The general control group consisted of individuals aged 19 and older in Busan. A survey was used to examine changes in daily life due to COVID-19 and perceptions of preventive measures. The survey also investigated the difficulties in daily life and the services needed by individuals with schizophrenia after the onset of COVID-19.To compare the two groups, independent sample t-tests were used for continuous variables, and chi-square tests were conducted for categorical variables.
Results:
Compared to the general population, individuals with schizophrenia reported lower levels of anxiety about contracting COVID-19 and experiencing fatal outcomes. They also indicated that they were less likely to engage in new activities or experience conflicts with those around them. Additionally, they rated the necessity of COVID-19 preventive guidelines lower and reported experiencing less stress from adhering to these guidelines. However, individuals with schizophrenia expressed significant discomfort due to the reduction in face-to-face counseling as a result of the suspension of mental health welfare center services. They also reported difficulties with attending outpatient appointments and maintaining regular meals, among other challenges.
Conclusions
In this study, it was observed that individuals with schizophrenia tended to underestimate the risk and severity of COVID-19 infection and found it challenging to recognize the necessity of preventive measures. Additionally, they appeared to experience greater difficulties in managing their daily lives independently.
5.Cervical Spinal Melanocytoma: A Case Report and Literature Review
Chan Joo PARK ; Soo Hyun LEE ; Do Heum YOON ; Seong Bae AN ; Inbo HAN ; Seung Hun SHEEN ; Sun-Yoon CHUNG ; Jinhyung HEO ; Hye Jeong CHOI ; Seil SOHN
The Nerve 2026;12(1):56-60
Spinal melanocytoma (SMC) is a rare, slow-growing tumor arising from melanocytes in the spinal cord. We report a patient with a cervical intra- and extradural spinal tumor causing progressive weakness and numbness. On magnetic resonance imaging (MRI), the lesion showed intense homogeneous enhancement, similar to that seen in common neurogenic spinal tumors. After complete resection, pathological examination confirmed melanocytoma. A review of previously reported cases identified 26 reports of this tumor in the cervical spine, most of which were treated with complete surgical resection. Gross total resection is the preferred treatment, although radiation therapy may be considered when residual tumor remains. We report a 25-year-old male patient who presented with progressive weakness and numbness in both the upper and lower extremities for 3 months. MRI showed homogeneous enhancement. The mass compressed the spinal cord at C6–7 and extended through the neural foramen. Based on the MRI findings, spinal schwannoma was suspected preoperatively. Surgical resection was performed with laminectomy, durotomy, and right facetectomy. A dark-colored mass with well-demarcated margins was exposed and removed. Postoperative MRI confirmed complete removal of the mass. The patient recovered well, and his preoperative myelopathic symptoms gradually improved. SMC is a rare benign tumor that may be mistaken for schwannoma. The treatment of choice is gross total resection.
6.Establishing an Active Vaccine Safety Surveillance System Using Large Scale Databases in Korea: Lessons and Scalable Insights for Global Application
Jin Gu YOON ; Eliel NHAM ; Yu Jung CHOI ; Min Joo CHOI ; Won Suk CHOI ; Young Kyung YOON ; Yu Bin SEO ; Hakjun HYUN ; Jung Yeon HEO ; Jin-Soo LEE ; Chung-Jong KIM ; Ji Yun NOH ; Joon Young SONG ; Hee Jin CHEONG
Journal of Korean Medical Science 2026;41(1):e47-
Vaccines are highly effective, but rare or delayed adverse events following immunization (AEFIs) require post-licensure surveillance beyond clinical trials. Korea lacks a comprehensive, active, database-based framework, yet key assets exist: nationwide claims databases (National Health Insurance Service/Health Insurance Review and Assessment Service), the national immunization registry (Korea Disease Control and Prevention Agency’s Immunization Registry Information System) for National Immunization Program (NIP) and non-NIP vaccines, and increasingly standardized hospital electronic health records.We propose a federated, code to data architecture with data linkages between these data.Implementation should adopt a common data model (CDM), standardized case definitions, latency accounting, and transparent public reporting under strong privacy governance. Major challenges include multi step administrative approvals for data linkage, incomplete capture of adult non-NIP vaccinations, heterogeneous hospital data structures, and strict data protection constraints. Strategic priorities are to streamline statutory and administrative processes for public health use, mandate or enable claims-based capture of adult vaccinations, enhance CDM based interoperability, and develop secure hubs for aggregated outputs. With these measures, Korea will be well positioned to establish a scalable active surveillance system capable of detecting rare AEFIs, supporting transparent and evidence-based communication, and ensuring equitable injury compensation grounded in domestic data.
7.Non-invasive procedure implementation for enhanced smile facial muscle movement after orthognathic surgery: a case report
Su-Jeong KIM ; Soo-Bin KIM ; Yu-Ran HEO ; Hee-Jin KIM
Anatomy & Cell Biology 2025;58(1):136-139
This study examined the case of 27-year-old female who underwent orthognathic surgery to correct class 3 malocclusion, resulting in an unnatural smile. The research aimed to assess the efficacy of non-invasive treatment in enhancing facial muscle movement during smiling to achieve a natural smile. The patient received eight sessions of treatment using non-invasive devices, and facial assessment were conducted using three-dimensional scanner (Morpheus 3D Scanner) to evaluate facial features in both relaxed and maximum smile states pre- and post-treatment. The results demonstrated improvements in the symmetry of the lower lip height during smiling, along with increases in mouth width and volume in the upper central area. Subjectively, the patient also reported enhanced comfort while smiling. These findings suggest that non-invasive procedures can effectively improve unnatural smiles following orthognathic surgery, contributing to a more aesthetically pleasing smile presentation.
8.Non-invasive procedure implementation for enhanced smile facial muscle movement after orthognathic surgery: a case report
Su-Jeong KIM ; Soo-Bin KIM ; Yu-Ran HEO ; Hee-Jin KIM
Anatomy & Cell Biology 2025;58(1):136-139
This study examined the case of 27-year-old female who underwent orthognathic surgery to correct class 3 malocclusion, resulting in an unnatural smile. The research aimed to assess the efficacy of non-invasive treatment in enhancing facial muscle movement during smiling to achieve a natural smile. The patient received eight sessions of treatment using non-invasive devices, and facial assessment were conducted using three-dimensional scanner (Morpheus 3D Scanner) to evaluate facial features in both relaxed and maximum smile states pre- and post-treatment. The results demonstrated improvements in the symmetry of the lower lip height during smiling, along with increases in mouth width and volume in the upper central area. Subjectively, the patient also reported enhanced comfort while smiling. These findings suggest that non-invasive procedures can effectively improve unnatural smiles following orthognathic surgery, contributing to a more aesthetically pleasing smile presentation.
9.Impact of portal/superior mesenteric vein abutment angle on prognosis in pancreatic cancer: a single-center retrospective cohort study
Hye Jeong JEONG ; DanHui HEO ; Soo Yeun LIM ; Hyeong Seok KIM ; Hochang CHAE ; So Jeong YOON ; Sang Hyun SHIN ; In Woong HAN ; Jin Seok HEO ; Ji Hye MIN ; Hongbeom KIM
Annals of Surgical Treatment and Research 2025;108(4):231-239
Purpose:
Pancreatic cancer has a poor prognosis; however, the implementation of neoadjuvant treatment enables borderline resectable cases to undergo curative resection and improves the overall survival rate. Attempts have been made to expand the eligibility criteria for neoadjuvant treatment, even in resectable cases. Some studies have suggested a correlation between vein abutment and poor prognosis or that the abutment angle may affect prognosis. This study investigated the anatomical factors affecting the vessel abutment angle and its prognostic value in pancreatic cancer.
Methods:
Patients with pancreatic ductal adenocarcinoma who underwent surgery between 2012 and 2017 were included in this study. Patients who underwent neoadjuvant treatment were excluded. Data from only the intent-to-treat pancreaticoduodenectomy group were included in the analysis. Clinicopathological characteristics; preoperative factors such as CA 19-9, preoperative biliary drainage, American Society of Anesthesiologists physical status classification, portal vein/superior mesenteric vein contact angle measured via CT scan; and intraoperative factors were collected for analysis.
Results:
A total of 365 patients were included in this study, and the abutment group included 92 patients (25.2%). The abutment and no-contact groups did not show any significant differences in terms of the overall survival or diseasefree survival rate. Among the abutment groups, patients with less than 90° and 90°–180° did not show any significant differences. In the multivariate analysis, the only preoperative factor that had a prognostic effect was CA 19-9, a biological factor.
Conclusion
When there is no vessel invasion in the abutment group, upfront surgery should be considered because the angle does not affect the overall prognosis.
10.Optimal extent of lymph node dissection in clinical early-stage right colon cancer: a retrospective analysis
Hyeung-min PARK ; Jaram LEE ; Soo Young LEE ; Suk Hee HEO ; Yong Yeon JEONG ; Hyeong Rok KIM ; Chang Hyun KIM
Annals of Surgical Treatment and Research 2025;108(1):49-56
Purpose:
Determining the extent of radical lymphadenectomy at clinical early stage is challenging. We aimed to investigate the appropriate extent of lymphadenectomy in clinical early-stage right colon cancer.
Methods:
Patients with clinical stage 0 or I right colon cancer who underwent curative surgery from January 2007 to December 2021 were included in this retrospective study. The extent of lymph node (LN) metastases based on the distribution of LN metastases (LND: LND1 pericolic nodes, LND2 intermediate nodes, LND3 apical nodes), along with the depth of submucosal (SM) invasion (classed into SM1–3), were analyzed.
Results:
Of the 348 patients, distribution across pathologic stages was as follows: 30 patients (8.6%) at stage 0, 207 (59.5%) at stage I, 52 (14.9%) at stage II, and 59 (17.0%) at stage III. In pT1 tumor patients, LN metastases varied by SM invasion depth: 3.6% in SM1 (all LND1), 5.1% in SM2 (all LND1), and 17.5% in SM3 (LND1 10%, LND2 5%, LND3 2.5%). For pT2, pT3, and pT4 stages, LN metastasis rates were 16.2% (LND1 11.3%, LND2 3.8%, LND3 1.3%), 39.7% (LND1 28.9%, LND2 8.4%, LND3 2.4%), and 50% (LND1 25%, LND2 25%), respectively. Tumor invasion depth and lymphovascular invasion were identified as significant risk factors for LN metastasis extending to LND2–3.
Conclusion
Complete mesocolic excision should be considered for right-sided colon cancer because tumor infiltration deeper than SM2 could metastasize to LND2 or further. If preoperative endoscopy confirms SM1 or SM2 invasion, D2 lymphadenectomy could be a limited surgical option.

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