1.Data-driven life-stage classification for companion dogs and cats using age-specific diagnosis patterns in South Korea
Jin-Young PARK ; Seogjin KANG ; Yoon Jung DO ; Eun-yeong BOK ; Jong Ryul PARK ; Tae Woo KIM ; Chang-Min LEE ; Woong-Bin RO ; Jang Yeop KIM ; Dong Yun LEE ; Heyong-Seok KIM ; Kyung-Duk MIN
Journal of Veterinary Science 2026;27(1):e5-
Objective:
To classify life stages for companion dogs and cats by identifying clusters in age-specific disease proportions derived from medical records, providing a data-driven foundation for health examination programs.
Methods:
We collected 505,667 medical records from 82 veterinary facilities in South Korea between 2020 and 2023. Diagnoses were standardized using GPT-4o and S-BioBERT. Following preprocessing, data from 27 facilities yielded 222,706 canine and 39,910 feline records for the final analysis. Principal component analysis and K-means clustering (K = 4) were applied to age-specific disease proportions to identify life stages.The 10 most highest-proportion diagnoses diseases were determined for each cluster.
Results:
Canine life stages were classified as ≤ 1 year, 2–5 years, 6–10 years, and 11–15+ years.Feline life stages were 1–2 years, 3–8 years, 9–12 years, and 13–15+ years. In dogs, developmental diseases were common in the youngest age group, while chronic diseases were more prevalent in older groups. In cats, oral and urinary diseases were high-ranking, conjunctivitis was most common in the early stage, and chronic diseases increased with age.
Conclusions
and Relevance: Age-specific diagnosis patterns support four practical life stages for dogs and cats in South Korea. These boundaries can inform evidence-based preventive examination schedules, animal health policy, and pet insurance product design.
2.Correlation and Agreement Between Transcutaneous Oxygen Pressure and Toe Pressure in Patients with Diabetic Foot Ulcers
Kyu-Il LEE ; Yu-Kyeong YUN ; Seung-Kyu HAN ; Kyung-Chul MOON ; Sik NAMGOONG ; Seong-Ho JEONG ; Eun-Sang DHONG
Journal of Wound Management and Research 2026;22(1):14-20
Background:
Adequate tissue oxygenation is a key determinant of diabetic foot ulcer (DFU) outcomes. Though transcutaneous oxygen pressure (TcPO2) is the gold standard for evaluating tissue oxygenation, its limited availability restricts routine clinical use. Consequently, toe pressure is frequently utilized as a practical surrogate; however, the direct correlation between these two modalities has yet to be rigorously investigated. This study aimed to assess the correlation and agreement between TcPO2 and toe pressure in patients with DFUs.
Methods:
A retrospective review was conducted on 837 DFU patients who received simultaneous TcPO2 and toe pressure assessments. The correlation between the two tests was analyzed using the Pearson correlation coefficient, and agreement was evaluated using Bland–Altman analysis. To aid interpretation, a scatterplot and Bland–Altman plot were generated.
Results:
TcPO2 and toe pressure demonstrated a strong correlation (R=0.66; 95% confidence interval, 0.62 to 0.70; P<0.001). Bland–Altman analysis showed a mean bias of 26.9 mmHg (standard deviation of differences, 28.8 mmHg; 95% limits of agreement, −28.9 to 82.6 mmHg) between toe pressure and TcPO2, reflecting limited agreement and increased variability at higher perfusion levels.
Conclusion
TcPO2 and toe pressure are strongly correlated. However, they are not interchangeable, particularly in DFU patients with high tissue perfusion.
3.Risk Factors and Survival Outcomes of Immune Checkpoint Inhibitor-Induced Type 1 Diabetes Mellitus: A Retrospective Cohort Study
Sang-hyeok GO ; Yun Kyung CHO ; Eun Hee KOH
Diabetes & Metabolism Journal 2026;50(1):115-126
Background:
Immune checkpoint inhibitors (ICIs) have transformed the treatment of metastatic solid tumors; however, they induce immune-related adverse events, such as ICI-induced type 1 diabetes mellitus (ICI-T1DM), a rare but serious condition requiring lifelong insulin therapy. We aimed to identify the risk factors and survival outcomes associated with ICI-T1DM to optimize screening and mitigate adverse effects.
Methods:
This retrospective cohort study analyzed 6,956 patients treated with ICIs at a tertiary care center between January 1, 2017, and February 28, 2023. ICI-T1DM was classified based on the need for persistent insulin therapy post-ICI and a C-peptide level <1.0 ng/mL. Patient demographics, clinical characteristics, treatment details, and survival outcomes were examined.
Results:
ICI-T1DM was identified in 32 patients (0.46%) with a median onset time of 41 weeks. Significant risk factors included pre-existing diabetes (hazard ratio [HR], 2.352; 95% confidence interval [CI], 1.140 to 4.854), combination therapy with anti-programmed death-1 (PD-1)/programmed death-ligand 1 (PD-L1) and anti-cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) inhibitors (HR, 3.666; 95% CI, 1.224 to 10.979), prolonged ICI treatment (≥12 weeks; HR, 4.789; 95% CI, 1.806 to 12.701), and thyroid dysfunction (HR, 4.027; 95% CI, 1.847 to 8.779). ICI-T1DM occurrence and thyroid dysfunction were associated with improved survival (HR, 0.224; 95% CI, 0.093 to 0.539; and HR, 0.616; 95% CI, 0.566 to 0.670).
Conclusion
Patients with pre-existing diabetes, combined anti–PD-1/PD-L1 and anti–CTLA-4 therapy, prolonged ICI treatment (≥12 weeks), and thyroid dysfunction are at high risk of developing ICI-T1DM. The observed survival benefits in patients with ICI-T1DM underscore the importance of aggressive glucose monitoring and patient education for early detection and management.
4.Sodium-Glucose Cotransporter 2 Inhibitors as Emerging Anticancer Agents
Yun Kyung CHO ; Chang Hee JUNG
Diabetes & Metabolism Journal 2026;50(1):1-18
Sodium-glucose cotransporter 2 (SGLT2) inhibitors are established treatments for type 2 diabetes mellitus, heart failure, and chronic kidney disease, with well-documented metabolic and cardiorenal benefits. Emerging evidence indicates that these agents may also exert anticancer effects through mechanisms independent of glucose lowering. Preclinical studies have demonstrated functional SGLT2 expression in tumors such as prostate, pancreatic, breast, colorectal, and bone cancers. Inhibition of SGLT2 decreases tumor glucose uptake, disrupts mitochondrial respiration with subsequent adenosine monophosphate-activated protein kinase activation, and induces endoplasmic reticulum stress and autophagy. Immunomodulatory effects, including programmed death-ligand 1 (PD-L1) degradation and stimulator of interferon genes (STING)–interferon regulatory factor 3 (IRF3)–interferon-β (IFN-β) pathway activation, further illustrate their pleiotropic effects. Observational cohort studies, particularly from nationwide Korean databases, report reduced risks of pancreatic and prostate cancer among new users of SGLT2 inhibitors. In contrast, randomized controlled trials and meta-analyses focused on cardiovascular outcomes demonstrate neutral effects on overall cancer risk, providing reassurance regarding safety. Early translational studies suggest that combining SGLT2 inhibitors with chemotherapy is feasible and tolerable. In this review, we summarize the biological rationale and mechanistic insights underlying the anticancer effects of SGLT2 inhibitors, highlight preclinical and clinical evidence across different cancer types, and discuss challenges and future directions for their integration into oncology.
5.New Users of Sodium-Glucose Cotransporter 2 Inhibitors Are at Low Risk of Prostate Cancer: A Nationwide Cohort Study
Yun Kyung CHO ; Sehee KIM ; Myung Jin KIM ; Woo Je LEE ; Ye-Jee KIM ; Chang Hee JUNG
Diabetes & Metabolism Journal 2026;50(1):90-100
Background:
Preclinical studies have reported anticancer properties of sodium-glucose cotransporter 2 inhibitors (SGLT2is). We aimed to elucidate the association between the use of SGLT2is and the risk of prostate cancer among male patients with type 2 diabetes mellitus (T2DM).
Methods:
An active-comparator, new-user cohort design using a nationwide database between September 2014 and June 2020 was conducted on 45,601 new SGLT2i users and 205,395 new users of other glucose-lowering medications (oGLMs). In the following 1:1 propensity score matched (PSM) analysis, 35,371 SGLT2i users matched with an equivalent number of oGLM users were assessed. The hazard ratios (HRs) and 95% confidence intervals (CIs) for prostate cancer were calculated.
Results:
Among the cohort, prostate cancer was diagnosed in 210 out of 45,601 SGLT2i users, corresponding to a cumulative incidence of 1.0%, in contrast to 1,880 cases among 205,395 users of oGLMs, with a cumulative incidence of 1.5%. The use of SGLT2is was significantly correlated with a reduced risk of prostate cancer based on a multivariable-adjusted HR of 0.83 (95% CI, 0.71 to 0.98). PSM analysis affirmed 18% reduction in prostate cancer risk associated with SGLT2i use (HR, 0.82; 95% CI, 0.67 to 0.99). Subgroup analyses revealed that body mass index (BMI) significantly influenced the effect of SGLT2i on prostate cancer risk, with a more pronounced reduction in the subgroup with a BMI <25 kg/m2 (P=0.037).
Conclusion
The use of SGLT2is in Korean male patients with T2DM is associated with a lower risk of prostate cancer.
6.Early Onset, High Comorbidity Burden, and Regional Disparities of CADASIL:A Nationwide Cohort Study in South Korea
Ju-Yeun LEE ; Minwoo LEE ; Jae-Sung LIM ; Mi Sun OH ; Kyung-Ho YU ; Young Eun KIM ; Hyeo-Il MA ; Yun Jin KIM ; Jong Ho PARK ; Young Hee JUNG
Journal of Clinical Neurology 2026;22(2):172-182
Background:
and Purpose To compare the epidemiological and clinical features of the rare patients with cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) with age- and sex-matched controls in a nationwide cohort from South Korea.
Methods:
This observational cohort study analyzed newly diagnosed CADASIL patients aged at least 20 years and matched controls using data from the National Health Information Database for 2004–2022. The cumulative incidence of CADASIL was assessed by age and sex, and compared between regions. Neurologic and systemic diseases were compared between the CADASIL and control groups.
Results:
The study analyzed 816 CADASIL patients and 816 age- and sex-matched controls aged 56.8±15.2 years (mean±standard deviation), among whom 48.3% were male. The cumulative incidence of CADASIL was 1.86 per 100,000 people (95% confidence interval [CI]=1.85– 1.87 per 100,000), and peaked at 60–69 years of age. In terms of regional distribution, the incidence was highest for Jeju, at 39.67 per 100,000 (95% CI 37.84–41.49 per 100,000). Neurologic diseases were more frequent in CADASIL patients, including Alzheimer’s disease (33.1% vs.20.0%), vascular dementia (84.9% vs. 5.0%), epilepsy (34.6% vs. 15.9%), stroke (70.7% vs. 27.6%), parkinsonism (18.9% vs. 11.0%), and depression (60.8% vs. 44.9%). Systemic diseases such as diabetes mellitus (78.9% vs. 68.9%) were also more common in CADASIL patients, while cancer (27.9% vs. 38.7%) and myocardial infarction (10.0% vs. 13.6%) were less common than in controls. The onset ages of all diseases were lower in CADASIL patients.
Conclusions
This study has provided a precise nationwide estimate of the CADASIL incidence and its regional distribution in South Korea. CADASIL patients showed higher incidence rates and earlier onsets of diverse clinical manifestations.
7.Macro-Aspartate Aminotransferase Elevation in a Patient with Chronic Hepatitis B
Nae-Yun HEO ; Jae-Hoon KIM ; Seungha PARK ; Joon Hyuk CHOI ; Tae Oh KIM ; Jin LEE ; Yong Eun PARK ; Kyung Ran JUN
The Korean Journal of Gastroenterology 2026;86(2):122-127
Although aspartate aminotransferase (AST) is a serum marker of hepatocellular damage in chronic hepatitis, it is difficult to interpret very high AST levels with concurrent low alanine aminotransferase (ALT) levels. Macro-AST is an immunoglobulin-AST complex that can present as aberrant high enzymatic activity without significant inflammation in the liver. Two patients with chronic hepatitis B presented with disproportionate AST elevations. Their plasma samples were precipitated with polyethylene glycol (PEG) and stored at 4°C for macro-AST determinations. In Case 1, PEG precipitation showed 100% removal of AST activity, and refrigerated storage resulted in a ~70% decline over seven days, confirming macro-AST. In Case 2, both tests showed minimal changes, suggesting that macro-AST was unlikely. The AST levels normalized after antiviral therapy, suggesting immune-active hepatitis as the probable cause, but the other contributing factors could not be completely excluded. The abrupt decrease in AST activity after PEG precipitation and during refrigeration storage suggests that relatively high AST values compared to ALT might be attributed to the presence of macro-AST.These non-invasive methods for detecting macroenzymes might help the patient avoid unnecessary further work-ups.
8.Engineered nutrient-stimulated hormonal multi-agonists for precision targeting of obesity and metabolic disorders
Yun Kyung CHO ; Chang Hee JUNG
Clinical and Molecular Hepatology 2026;32(2):464-486
Obesity and its related metabolic comorbidities, including type 2 diabetes, metabolic dysfunction-associated steatotic liver disease, and cardiovascular disease, are increasingly recognized as heterogeneous and multisystemic disorders. Despite the significant benefits in glycemic control and weight loss exhibited by GLP-1 receptor agonists (GLP-1RAs), their limitations have initiated the development of engineered multi-agonist therapies targeting additional nutrient-stimulated hormonal (NUSH) pathways. Dual and triple peptide-based co-agonists combining glucagon-like peptide-1 (GLP-1) with glucose-dependent insulinotropic polypeptide (GIP), glucagon, amylin, or peptide YY have demonstrated superior metabolic efficacy in preclinical and clinical studies. Tirzepatide (GLP-1/GIP dual agonist), CagriSema (GLP-1/amylin dual agonist), and retatrutide (GLP-1/GIP/glucagon triple agonist) have achieved unprecedented levels of weight loss and glycemic improvement, with certain agents also demonstrating hepatic, cardiovascular, and inflammatory benefits. Non-peptidyl oral GLP-1 RAs such as orforglipron, offer novel formulation strategies to enhance treatment accessibility and adherence. Multi-agonist incretin-based therapies represent a paradigm shift in the management of obesity and metabolic diseases. These agents offer broad clinical utility beyond glucose lowering by mimicking the pleiotropic hormonal responses observed after bariatric surgery. These therapies are poised to emerge as key components of precision metabolic medicine. This review article explores the mechanistic basis, pharmacological characteristics, and clinical data supporting the use of engineered NUSH-based peptide therapies for obesity and its related metabolic disorders, with particular emphasis on recent progress in the development and clinical application of dual and triple agonists.
9.Beyond Weight Loss: Skeletal Considerations in Obesity Treatment
Endocrinology and Metabolism 2026;41(2):210-221
The rapid evolution of obesity therapeutics, led by glucagon-like peptide-1 receptor agonists (GLP-1RAs) and metabolic surgery, has achieved unprecedented weight loss. However, the skeletal consequences of such substantial weight reduction are of increasing clinical concern. This review explores the relationship between obesity, weight-loss modalities, and bone health. While obesity was historically viewed as bone-protective due to mechanical loading, recent evidence highlights qualitative bone deterioration and sitespecific fracture risks. Intentional weight loss through caloric restriction or bariatric surgery consistently accelerates bone turnover and reduces bone mineral density (BMD), with surgical interventions showing the most significant impact. Emerging data on GLP-1RAs suggest modest BMD declines, largely proportional to weight loss and likely driven by mechanical unloading. Conversely, preclinical studies indicate that GLP-1 signaling may exert direct osteoanabolic and anti-resorptive effects. To preserve skeletal integrity, obesity management must shift toward a holistic body composition framework. Integrating structured resistance exercise, optimizing nutrition (calcium, vitamin D, and protein), and implementing skeletal monitoring in high-risk individuals are essential. Future obesity care should prioritize the maintenance of bone quality and lean mass alongside fat reduction to ensure long-term skeletal resilience and prevent fragility fractures.
10.Cohort profile: Korean Varicella Immunization Monitoring (K-VIM) Scheme: a national cohort of children born 2011–2022
Young Kyu SHIM ; Young Hwa LEE ; Young June CHOE ; Yoonsun YOON ; Yun-Kyung KIM
Epidemiology and Health 2026;48(1):e2026005-
Varicella, caused by the varicella-zoster virus, was once nearly universal in childhood before the advent of vaccination and may lead to severe complications and even fatalities. Monitoring varicella vaccine effectiveness is crucial yet often overlooked in settings with limited surveillance infrastructure. The Korean Varicella Immunization Monitoring (K-VIM) Scheme was established to address this gap by assembling a national, insurance-based birth cohort of children born between 2011 and 2022 (n=4,505,165). This cohort leverages comprehensive healthcare databases in Korea to capture vaccination records, medical visits, and varicella infection outcomes for virtually all children within the target birth years. We describe the enrollment and key characteristics of the K-VIM cohort, including vaccination coverage, demographic features, and varicella incidence to date. The structure and completeness of Korea’s national health insurance and immunization registries enable robust longitudinal tracking of varicella infections among vaccinated versus unvaccinated children. Early findings demonstrate distinct patterns in infection rates and disease severity according to vaccination status. The K-VIM Scheme provides a foundation for ongoing epidemiological studies of varicella vaccine effectiveness and public health impact in Korea. Future plans include evaluating the long-term effects of varicella vaccination, including potential impacts on herpes zoster incidence, using diverse study designs to strengthen causal inference and inform immunization policy.

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