1.Recent advances in single-port robotic thyroidectomy:evolution, techniques, and clinical outcomes
Jin Kyong KIM ; Dong Wook KIM ; Jae Sang RYU ; Sungkeun KANG ; Eun Jin KIM ; Sang-Wook KANG ; Jong Ju JEONG ; Kee-Hyun NAM ; Woong Youn CHUNG
Annals of Surgical Treatment and Research 2026;110(1):3-11
Robotic thyroidectomy has progressed from multiport to single-port (SP) platforms to minimize invasiveness and improve cosmesis. The da Vinci SP system (Intuitive Surgical) combines a flexible 3-dimensional endoscope with 3 wristed instruments in a single 2.5-cm cannula-enabled concealed remote access route and mitigates external arm collisions.This review synthesized PubMed-indexed reports (2020–2025) on SP robotic thyroidectomy using the following approaches:transaxillary variants, SP areolar, retroauricular/facelift (SP-hairline variants), and transoral approach. We focused on technical refinement, learning curves, and clinical outcomes. We highlight technical refinements and clinical outcomes across access routes. Contemporary series indicate that SP thyroidectomy is feasible and safe in well-selected patients, with high cosmetic satisfaction and operative metrics comparable to those of multiport cohorts. Among the SP routes, transaxillary variants have the most mature peer-reviewed reporting and are therefore discussed in greater detail. Early applications of SP-assisted lateral neck dissection have also been described. The limitations of current SP platforms include constrained counter-traction, reduced internal workspace, and incomplete integration of advanced energy devices.Nonetheless, ongoing device innovations and the growing global experience suggest that SP systems will increasingly shape endocrine neck surgeries.
2.Nationwide Trends in Coronary Artery Bypass Grafting in the Republic of Korea, 2005–2022: A Comparison with International Data
Min Ho JU ; Jun Ho LEE ; Yun Jin KIM ; Ho Jin KIM ; Ho Young HWANG ; Sang Yoon YEOM ; Hee Jung KIM ; Young-Nam YOUN ; Wook Sung KIM ; Man-Jong BAEK ; Hyun Keun CHEE ;
Journal of Chest Surgery 2026;59(1):7-16
Coronary artery bypass grafting (CABG) remains a key revascularization strategy for ischemic heart disease; however, nationwide trends in the Republic of Korea have not been thoroughly investigated. Using data from the Korean National Health Insurance Service, we analyzed adult patients who underwent isolated CABG between 2005 and 2022. We evaluated surgical volume, patient demographics, procedural strategies (off-pump vs. onpump), and outcomes. International comparisons were conducted using national cardiac surgery registry data. A total of 51,923 CABG cases were identified. Annual surgical volume declined until 2013 but gradually increased thereafter, reaching 3,717 cases in 2022. Despite this recovery, Korea’s per capita CABG rate remains among the lowest worldwide.In contrast, more than 60% of procedures were performed off-pump—the highest rate worldwide. Over time, the average patient age and prevalence of diabetes increased, whereas in-hospital mortality showed a modest decline. Compared with other countries, the Republic of Korea demonstrated a uniquely low procedural volume and a strong preference for off-pump CABG. This nationwide analysis highlights Korea’s distinctive CABG practice patterns and provides valuable insights for optimizing future clinical and policy decisions in cardiac surgical care.
3.Fasting is not always good: perioperative fasting leads to pronounced ketone body production in patients treated with SGLT2 inhibitors: a case report
Jae Chan CHOI ; Yo Nam JANG ; Jong Hoon LEE ; Sang Wook PARK ; Jeong A PARK ; Hye Sook KIM ; Jae Won CHOI ; Joo Hyung LEE ; Yong Jae LEE
Korean Journal of Family Medicine 2025;46(3):204-209
Ketone bodies produced by sodium-glucose cotransporter 2 (SGLT2) inhibitors can be advantageous, providing an efficient and stable energy source for the brain and muscles. However, in patients with diabetes, ketogenesis induced by SGLT2 inhibitors may be harmful, potentially resulting in severe diabetic ketoacidosis (DKA). During fasting, ketone body production serves as an alternative and efficient energy source for the brain by utilizing stored fat, promoting mental clarity, and reducing dependence on glucose. The concurrent use of SGLT2 inhibitors during perioperative fasting may further elevate the risk of euglycemic DKA. We describe a case of DKA that occurred during perioperative fasting in a patient receiving empagliflozin, an SGLT2 inhibitor. This case underscores the importance of recognizing the potential risk of DKA in patients with diabetes using SGLT2 inhibitors during perioperative fasting.
4.Fasting is not always good: perioperative fasting leads to pronounced ketone body production in patients treated with SGLT2 inhibitors: a case report
Jae Chan CHOI ; Yo Nam JANG ; Jong Hoon LEE ; Sang Wook PARK ; Jeong A PARK ; Hye Sook KIM ; Jae Won CHOI ; Joo Hyung LEE ; Yong Jae LEE
Korean Journal of Family Medicine 2025;46(3):204-209
Ketone bodies produced by sodium-glucose cotransporter 2 (SGLT2) inhibitors can be advantageous, providing an efficient and stable energy source for the brain and muscles. However, in patients with diabetes, ketogenesis induced by SGLT2 inhibitors may be harmful, potentially resulting in severe diabetic ketoacidosis (DKA). During fasting, ketone body production serves as an alternative and efficient energy source for the brain by utilizing stored fat, promoting mental clarity, and reducing dependence on glucose. The concurrent use of SGLT2 inhibitors during perioperative fasting may further elevate the risk of euglycemic DKA. We describe a case of DKA that occurred during perioperative fasting in a patient receiving empagliflozin, an SGLT2 inhibitor. This case underscores the importance of recognizing the potential risk of DKA in patients with diabetes using SGLT2 inhibitors during perioperative fasting.
5.Fasting is not always good: perioperative fasting leads to pronounced ketone body production in patients treated with SGLT2 inhibitors: a case report
Jae Chan CHOI ; Yo Nam JANG ; Jong Hoon LEE ; Sang Wook PARK ; Jeong A PARK ; Hye Sook KIM ; Jae Won CHOI ; Joo Hyung LEE ; Yong Jae LEE
Korean Journal of Family Medicine 2025;46(3):204-209
Ketone bodies produced by sodium-glucose cotransporter 2 (SGLT2) inhibitors can be advantageous, providing an efficient and stable energy source for the brain and muscles. However, in patients with diabetes, ketogenesis induced by SGLT2 inhibitors may be harmful, potentially resulting in severe diabetic ketoacidosis (DKA). During fasting, ketone body production serves as an alternative and efficient energy source for the brain by utilizing stored fat, promoting mental clarity, and reducing dependence on glucose. The concurrent use of SGLT2 inhibitors during perioperative fasting may further elevate the risk of euglycemic DKA. We describe a case of DKA that occurred during perioperative fasting in a patient receiving empagliflozin, an SGLT2 inhibitor. This case underscores the importance of recognizing the potential risk of DKA in patients with diabetes using SGLT2 inhibitors during perioperative fasting.
6.Fasting is not always good: perioperative fasting leads to pronounced ketone body production in patients treated with SGLT2 inhibitors: a case report
Jae Chan CHOI ; Yo Nam JANG ; Jong Hoon LEE ; Sang Wook PARK ; Jeong A PARK ; Hye Sook KIM ; Jae Won CHOI ; Joo Hyung LEE ; Yong Jae LEE
Korean Journal of Family Medicine 2025;46(3):204-209
Ketone bodies produced by sodium-glucose cotransporter 2 (SGLT2) inhibitors can be advantageous, providing an efficient and stable energy source for the brain and muscles. However, in patients with diabetes, ketogenesis induced by SGLT2 inhibitors may be harmful, potentially resulting in severe diabetic ketoacidosis (DKA). During fasting, ketone body production serves as an alternative and efficient energy source for the brain by utilizing stored fat, promoting mental clarity, and reducing dependence on glucose. The concurrent use of SGLT2 inhibitors during perioperative fasting may further elevate the risk of euglycemic DKA. We describe a case of DKA that occurred during perioperative fasting in a patient receiving empagliflozin, an SGLT2 inhibitor. This case underscores the importance of recognizing the potential risk of DKA in patients with diabetes using SGLT2 inhibitors during perioperative fasting.
7.The Influence of Glycolytic Enzyme Expression on the Aggressiveness of Papillary Thyroid Carcinoma Using TCGA Data
Won Woong KIM ; Daham KIM ; Jin Kyong KIM ; Sang-Wook KANG ; Jandee LEE ; Jong Ju JEONG ; Kee-Hyun NAM ; Woong Youn CHUNG
Journal of Endocrine Surgery 2025;25(1):13-23
Purpose:
Several studies suggest that glycolytic enzyme expression may be linked to increased malignancy in various organs. However, the relationship between glycolytic enzyme expression and aggressiveness in papillary thyroid carcinoma (PTC) is not yet fully understood. This study aimed to determine whether glycolytic enzyme expression correlates with aggressiveness, including lymph node metastasis and extrathyroidal extension, using data from The Cancer Genome Atlas (TCGA).
Methods:
Lactate dehydrogenase A (LDHA), pyruvate kinase isoform M2 (PKM2), and glucose transporter 1 (GLUT1) mRNA expression were examined in 465 PTC samples using TCGA data. We analyzed the correlation between these glycolytic enzymes and transporter protein and the clinicopathological characteristics of PTC, with a particular focus on lymph node metastasis and recurrence.
Results:
Overexpression of LDHA, PKM2, and GLUT1 was associated with lymph node metastasis and the aggressive subtype of PTC. In the multivariate analysis, younger age, multifocality, advanced T stage (T3/T4), and increased PKM2 mRNA expression were significant predictors of lymph node metastasis. Among the variables, high PKM2 mRNA expression showed the strongest association with lymph node metastasis (odds ratio 6.907, P=0.001). However, there were no significant differences in disease-free survival rates according to LDHA, PKM2, or GLUT1 expression levels.
Conclusion
LDHA, PKM2, and GLUT1 overexpression is linked to lymph node metastasis and aggressive PTC subtypes. Of these, PKM2 mRNA expression may have particular potential as a biomarker for lymph node metastasis in PTC.
8.The effect of glycolytic enzyme expression and thyroiditis on the aggressiveness of papillary thyroid carcinoma:a retrospective cohort study
Won Woong KIM ; Daham KIM ; Jin Kyong KIM ; Sang-Wook KANG ; Jandee LEE ; Jong Ju JEONG ; Kee-Hyun NAM ; Woong Youn CHUNG
Annals of Surgical Treatment and Research 2025;109(3):169-184
Purpose:
Glycolytic enzymes have been extensively studied in various cancer types, revealing their aggressive characteristics and roles in tumor progression. This study aimed to determine whether the expression of glycolytic enzymes is associated with aggressiveness in the presence or absence of chronic lymphocytic thyroiditis (CLT).
Methods:
The expression of hexokinase 2, lactate dehydrogenase A (LDHA), pyruvate kinase isoform M2 (PKM2), glucose transporter 1 (GLUT1), and monocarboxylate transporter 4 (MCT4) was examined in 233 papillary thyroid carcinoma (PTC) specimens by immunohistochemistry. We evaluated whether the expression of these glycolytic enzymes correlates with lymph node metastasis, extrathyroidal extension (ETE), and recurrence rate, both with and without CLT. In addition, we analyzed the correlation between glycolytic enzyme messenger RNA expression and risk factors in PTC using The Cancer Genome Atlas.
Results:
All glycolytic enzymes and transporter proteins were overexpressed in PTC compared with normal tissue. PKM2 expression was most highly correlated with the other glycolytic enzymes. High PKM2 expression was significantly linked to increased recurrence risk in patients without CLT (hazard ratio, 1.76; 95% confidence interval, 1.01–3.06; P = 0.046), but this association was not observed in those with CLT.
Conclusion
Overexpression of LDHA, PKM2, GLUT1, and MCT4 is associated with PTC. CLT is significantly associated with an increased incidence of gross ETE and, paradoxically, with a reduced recurrence rate in PTC. LDHA expression was lower in the presence of CLT, whereas PKM2 remained consistently linked to a higher recurrence rate in its absence.Among the evaluated glycolytic enzymes, PKM2 may serve as a biomarker for recurrence in PTC.
9.A machine learning-based approach for predicting renal function recovery in general ward patients with acute kidney injury
Nam-Jun CHO ; Inyong JEONG ; Yeongmin KIM ; Dong Ok KIM ; Se-Jin AHN ; Sang-Hee KANG ; Hyo-Wook GIL ; Hwamin LEE
Kidney Research and Clinical Practice 2024;43(4):538-547
Acute kidney injury (AKI) is a significant challenge in healthcare. While there are considerable researches dedicated to AKI patients, a crucial factor in their renal function recovery, is often overlooked. Thus, our study aims to address this issue through the development of a machine learning model to predict restoration of kidney function in patients with AKI. Methods: Our study encompassed data from 350,345 cases, derived from three hospitals. AKI was classified in accordance with the Kidney Disease: Improving Global Outcomes. Criteria for recovery were established as either a 33% decrease in serum creatinine levels at AKI onset, which was initially employed for the diagnosis of AKI. We employed various machine learning models, selecting 43 pertinent features for analysis. Results: Our analysis contained 7,041 and 2,929 patients’ data from internal cohort and external cohort respectively. The Categorical Boosting Model demonstrated significant predictive accuracy, as evidenced by an internal area under the receiver operating characteristic (AUROC) of 0.7860, and an external AUROC score of 0.7316, thereby confirming its robustness in predictive performance. SHapley Additive exPlanations (SHAP) values were employed to explain key factors impacting recovery of renal function in AKI patients. Conclusion: This study presented a machine learning approach for predicting renal function recovery in patients with AKI. The model performance was assessed across distinct hospital settings, which revealed its efficacy. Although the model exhibited favorable outcomes, the necessity for further enhancements and the incorporation of more diverse datasets is imperative for its application in real- world.
10.Diagnostic Performance of On-Site Automatic Coronary Computed Tomography Angiography-Derived Fractional Flow Reserve
Doyeon HWANG ; Sang-Hyeon PARK ; Chang-Wook NAM ; Joon-Hyung DOH ; Hyun Kuk KIM ; Yongcheol KIM ; Eun Ju CHUN ; Bon-Kwon KOO
Korean Circulation Journal 2024;54(7):382-394
Background and Objectives:
Fractional flow reserve (FFR) is an invasive standard method to identify ischemia-causing coronary artery disease (CAD). With the advancement of technology, FFR can be noninvasively computed from coronary computed tomography angiography (CCTA). Recently, a novel simpler method has been developed to calculate onsite CCTA-derived FFR (CT-FFR) with a commercially available workstation.
Methods:
A total of 319 CAD patients who underwent CCTA, invasive coronary angiography, and FFR measurement were included. The primary outcome was the accuracy of CT-FFR for defining myocardial ischemia evaluated with an invasive FFR as a reference. The presence of ischemia was defined as FFR ≤0.80. Anatomical obstructive stenosis was defined as diameter stenosis on CCTA ≥50%, and the diagnostic performance of CT-FFR and CCTA stenosis for ischemia was compared.
Results:
Among participants (mean age 64.7±9.4 years, male 77.7%), mean FFR was 0.82±0.10, and 126 (39.5%) patients had an invasive FFR value of ≤0.80. The diagnostic accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of CT-FFR were 80.6% (95% confidence interval [CI], 80.5–80.7%), 88.1% (95% CI, 82.4–93.7%), 75.6% (95% CI, 69.6–81.7%), 70.3% (95% CI, 63.1–77.4%), and 90.7% (95% CI, 86.2–95.2%), respectively. CT-FFR had higher diagnostic accuracy (80.6% vs. 59.1%, p<0.001) and discriminant ability (area under the curve from receiver operating characteristic curve 0.86 vs. 0.64, p<0.001), compared with anatomical obstructive stenosis on CCTA.
Conclusions
This novel CT-FFR obtained from an on-site workstation demonstrated clinically acceptable diagnostic performance and provided better diagnostic accuracy and discriminant ability for identifying hemodynamically significant lesions than CCTA alone.

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