1.Analysis of the Difference in Treatment Persistence by Type of Long-Acting Injectable Antipsychotics
Tong Keon KIM ; Minjung HONG ; Seoyoung KIM ; Euitae KIM
Korean Journal of Schizophrenia Research 2026;29(1):34-42
Objectives:
This study compared treatment persistence between aripiprazole once-monthly (AOM) and paliperidone palmitate 1-month (PP1M) in patients with schizophrenia spectrum disorders using long-term real-world data from a single university hospital.
Methods:
This retrospective cohort study analyzed electronic medical records of patients treated with long-acting injectable antipsychotics. To reduce structural bias, only patients receiving 1-month formulations, AOM or PP1M, were included. Discontinuation was defined as the absence of an additional injection for more than 60 days after the scheduled date. Kaplan-Meier survival analysis and Cox proportional hazards models were used to evaluate treatment persistence.
Results:
A total of 308 patients were analyzed (AOM, n=145; PP1M, n=163). The AOM group had a significantly higher proportion of patients without treatment discontinuation than the PP1M group (52.4% vs. 29.5%, p<0.001). PP1M was associated with a significantly higher hazard of treatment discontinuation than AOM (hazard ratio=1.93, 95% confidence interval=1.40-2.65, p<0.001). The distribution of discontinuation reasons did not differ significantly between groups (p=0.705).
Conclusion
AOM was associated with significantly longer treatment persistence than PP1M. These findings suggest that long-acting injectable agent selection may meaningfully influence long-term treatment continuity and should be considered when individualizing maintenance treatment strategies for schizophrenia spectrum disorders.
2.Fully automated artificial intelligence– based echocardiographic analysis substantially reduces workflow time while preserving measurement accuracy: a pilot study
Jonghee SUN ; Yeonyee E. YOON ; Jiyeon LEE ; Ganghan LEE ; Minjung BAK ; Jiesuck PARK ; Hong‑Mi CHOI ; In‑Chang HWANG ; Goo‑Yeong CHO
Journal of Cardiovascular Imaging 2026;34(1):10-
Background:
Transthoracic echocardiography (TTE) requires time-intensive integration of quantitative measure‑ ments and qualitative visual assessment. Fully automated artificial intelligence (AI)-based analysis may reduce total analysis time while preserving accuracy, but systematic real-world validation remains limited.
Methods:
This prospective, single-center pilot study enrolled 40 TTE examinations. Identical deidentified DICOM datasets were independently provided to a trained cardiac sonographer and a fully automated AI system comprising quantitative and qualitative visual interpretation modules. All outputs were compared with a cardiologist-adjudicated reference standard. Primary endpoints were total analysis time and noninferiority of AI-derived left ventricular ejection fraction (LVEF) versus the reference standard, with a prespecified margin of 3 percentage points (one-sided α = 0.025).
Results:
Median analysis time was 94 s (interquartile range [IQR], 82–106 s) for the AI workflow versus 490 s (IQR, 438–626 s) for the human workflow (P < 0.001). AI-derived LVEF met the noninferiority criterion (mean difference, 0.00 percentage points; upper one-sided 95% confidence bound, 1.41 percentage points; P < 0.001), with an intraclass correlation coefficient (ICC) of 0.902 (95% confidence interval, 0.822–0.947). ICCs for secondary quantitative indi‑ ces ranged from 0.625 to 0.989. For aortic regurgitation severity grading, AI’s overall accuracy was 75.0% (quadratic weighted κ = 0.762), compared with 82.5% for human interpretation (κ = 0.812, McNemar P = 0.579).
Conclusions
Fully automated AI-assisted TTE analysis substantially reduced total analysis time while maintaining noninferior LVEF accuracy and acceptable performance across secondary quantitative and qualitative indices. These findings support the use of AI as a practical workflow accelerator in routine echocardiography.
3.Population Pharmacokinetic Model for the Use of Intravenous or Subcutaneous Infliximab in Patients with Inflammatory Bowel Disease: Real-World Data from a Prospective Cohort Study
Joo Hye SONG ; Sung Noh HONG ; Myeong Gyu KIM ; Minjung KIM ; Seong Kyung KIM ; Eun Ran KIM ; Dong Kyung CHANG ; Young-Ho KIM
Gut and Liver 2025;19(3):376-387
Background/Aims:
Infliximab treatment failure in patients with inflammatory bowel disease may result from sub-optimal infliximab trough level. An understanding of pharmacokinetics (PKs) is important to maintain an optimal trough level. PK studies of the switch to subcutaneous (SC) infliximab from intravenous (IV) infliximab using real-world data are lacking. We aimed to develop a population PK model of IV and SC infliximab to predict individual infliximab exposure during maintenance therapy.
Methods:
We used data from prospectively collected data on IV and SC infliximab concentrations in patients with inflammatory bowel disease receiving maintenance treatment from February 2020 to December 2022 at Samsung Medical Center. Population PK analysis was conducted by using a two-compartment model with first-order absorption and first-order elimination. Goodness-of-fit plots and visual predictive check were used to evaluate the PK model.
Results:
A total of 2,132 samples from 181 patients (149 Crohn’s disease and 32 ulcerative colitis) were analyzed. We developed an infliximab population PK model using body mass index, albumin, C-reactive protein level, and the anti-drug antibody level and validated its predictive performance.
Conclusions
It may be possible to predict the infliximab trough level of both IV and SC infliximab in patients with inflammatory bowel disease during maintenance treatment by using our model in real-world practice.
4.Population Pharmacokinetic Model for the Use of Intravenous or Subcutaneous Infliximab in Patients with Inflammatory Bowel Disease: Real-World Data from a Prospective Cohort Study
Joo Hye SONG ; Sung Noh HONG ; Myeong Gyu KIM ; Minjung KIM ; Seong Kyung KIM ; Eun Ran KIM ; Dong Kyung CHANG ; Young-Ho KIM
Gut and Liver 2025;19(3):376-387
Background/Aims:
Infliximab treatment failure in patients with inflammatory bowel disease may result from sub-optimal infliximab trough level. An understanding of pharmacokinetics (PKs) is important to maintain an optimal trough level. PK studies of the switch to subcutaneous (SC) infliximab from intravenous (IV) infliximab using real-world data are lacking. We aimed to develop a population PK model of IV and SC infliximab to predict individual infliximab exposure during maintenance therapy.
Methods:
We used data from prospectively collected data on IV and SC infliximab concentrations in patients with inflammatory bowel disease receiving maintenance treatment from February 2020 to December 2022 at Samsung Medical Center. Population PK analysis was conducted by using a two-compartment model with first-order absorption and first-order elimination. Goodness-of-fit plots and visual predictive check were used to evaluate the PK model.
Results:
A total of 2,132 samples from 181 patients (149 Crohn’s disease and 32 ulcerative colitis) were analyzed. We developed an infliximab population PK model using body mass index, albumin, C-reactive protein level, and the anti-drug antibody level and validated its predictive performance.
Conclusions
It may be possible to predict the infliximab trough level of both IV and SC infliximab in patients with inflammatory bowel disease during maintenance treatment by using our model in real-world practice.
5.Population Pharmacokinetic Model for the Use of Intravenous or Subcutaneous Infliximab in Patients with Inflammatory Bowel Disease: Real-World Data from a Prospective Cohort Study
Joo Hye SONG ; Sung Noh HONG ; Myeong Gyu KIM ; Minjung KIM ; Seong Kyung KIM ; Eun Ran KIM ; Dong Kyung CHANG ; Young-Ho KIM
Gut and Liver 2025;19(3):376-387
Background/Aims:
Infliximab treatment failure in patients with inflammatory bowel disease may result from sub-optimal infliximab trough level. An understanding of pharmacokinetics (PKs) is important to maintain an optimal trough level. PK studies of the switch to subcutaneous (SC) infliximab from intravenous (IV) infliximab using real-world data are lacking. We aimed to develop a population PK model of IV and SC infliximab to predict individual infliximab exposure during maintenance therapy.
Methods:
We used data from prospectively collected data on IV and SC infliximab concentrations in patients with inflammatory bowel disease receiving maintenance treatment from February 2020 to December 2022 at Samsung Medical Center. Population PK analysis was conducted by using a two-compartment model with first-order absorption and first-order elimination. Goodness-of-fit plots and visual predictive check were used to evaluate the PK model.
Results:
A total of 2,132 samples from 181 patients (149 Crohn’s disease and 32 ulcerative colitis) were analyzed. We developed an infliximab population PK model using body mass index, albumin, C-reactive protein level, and the anti-drug antibody level and validated its predictive performance.
Conclusions
It may be possible to predict the infliximab trough level of both IV and SC infliximab in patients with inflammatory bowel disease during maintenance treatment by using our model in real-world practice.
6.Population Pharmacokinetic Model for the Use of Intravenous or Subcutaneous Infliximab in Patients with Inflammatory Bowel Disease: Real-World Data from a Prospective Cohort Study
Joo Hye SONG ; Sung Noh HONG ; Myeong Gyu KIM ; Minjung KIM ; Seong Kyung KIM ; Eun Ran KIM ; Dong Kyung CHANG ; Young-Ho KIM
Gut and Liver 2025;19(3):376-387
Background/Aims:
Infliximab treatment failure in patients with inflammatory bowel disease may result from sub-optimal infliximab trough level. An understanding of pharmacokinetics (PKs) is important to maintain an optimal trough level. PK studies of the switch to subcutaneous (SC) infliximab from intravenous (IV) infliximab using real-world data are lacking. We aimed to develop a population PK model of IV and SC infliximab to predict individual infliximab exposure during maintenance therapy.
Methods:
We used data from prospectively collected data on IV and SC infliximab concentrations in patients with inflammatory bowel disease receiving maintenance treatment from February 2020 to December 2022 at Samsung Medical Center. Population PK analysis was conducted by using a two-compartment model with first-order absorption and first-order elimination. Goodness-of-fit plots and visual predictive check were used to evaluate the PK model.
Results:
A total of 2,132 samples from 181 patients (149 Crohn’s disease and 32 ulcerative colitis) were analyzed. We developed an infliximab population PK model using body mass index, albumin, C-reactive protein level, and the anti-drug antibody level and validated its predictive performance.
Conclusions
It may be possible to predict the infliximab trough level of both IV and SC infliximab in patients with inflammatory bowel disease during maintenance treatment by using our model in real-world practice.
7.Multiple Osteomyelitis and Pathologic Fractures Caused by Klebsiella pneumoniae: A Case Report
Hyoungbok KIM ; Minjung PARK ; Kee-Bum HONG ; Jae Wan SUH
Journal of Korean Foot and Ankle Society 2024;28(4):173-177
This case report details a rare presentation of multifocal osteomyelitis with bilateral femoral pathologic fractures caused by Klebsiella pneumoniae sepsis in a 54-year-old female patient. In the initial evaluation, the patient presented with swelling and pain in the left lower limb. Imaging revealed multiple liver abscesses and deep vein thrombosis. Further bone scan assessments confirmed extensive osteolytic lesions in the femurs and left tibias, which is consistent with multifocal osteomyelitis. Initial management involved broad-spectrum antibiotics and debridement. On the other hand, temporary circular wiring and intramedullary nailing were required for stabilization as fractures developed in both femurs, including additional fixation for a fracture at the curettage site on the contralateral femur. Infected tibial lesions were treated with antibiotic-loaded cement beads after abscess drainage to control local infection. Despite the complexities, the patient ultimately achieved bone union after a year-long recovery, including dynamic conversion of femoral fixation. This paper reports a rare experience in treating multiple osteomyelitis and introduces the emergence of a highly pathogenic hypervirulent K. pneumoniae strain (hvKP), causing invasive infections, including metastatic and severe infections (e.g., osteomyelitis). Furthermore, the authors emphasize that early identification of hvKP and coordinated treatment strategies are crucial for improving the outcomes in severe hvKP-related infections.
8.Multiple Osteomyelitis and Pathologic Fractures Caused by Klebsiella pneumoniae: A Case Report
Hyoungbok KIM ; Minjung PARK ; Kee-Bum HONG ; Jae Wan SUH
Journal of Korean Foot and Ankle Society 2024;28(4):173-177
This case report details a rare presentation of multifocal osteomyelitis with bilateral femoral pathologic fractures caused by Klebsiella pneumoniae sepsis in a 54-year-old female patient. In the initial evaluation, the patient presented with swelling and pain in the left lower limb. Imaging revealed multiple liver abscesses and deep vein thrombosis. Further bone scan assessments confirmed extensive osteolytic lesions in the femurs and left tibias, which is consistent with multifocal osteomyelitis. Initial management involved broad-spectrum antibiotics and debridement. On the other hand, temporary circular wiring and intramedullary nailing were required for stabilization as fractures developed in both femurs, including additional fixation for a fracture at the curettage site on the contralateral femur. Infected tibial lesions were treated with antibiotic-loaded cement beads after abscess drainage to control local infection. Despite the complexities, the patient ultimately achieved bone union after a year-long recovery, including dynamic conversion of femoral fixation. This paper reports a rare experience in treating multiple osteomyelitis and introduces the emergence of a highly pathogenic hypervirulent K. pneumoniae strain (hvKP), causing invasive infections, including metastatic and severe infections (e.g., osteomyelitis). Furthermore, the authors emphasize that early identification of hvKP and coordinated treatment strategies are crucial for improving the outcomes in severe hvKP-related infections.
9.Multiple Osteomyelitis and Pathologic Fractures Caused by Klebsiella pneumoniae: A Case Report
Hyoungbok KIM ; Minjung PARK ; Kee-Bum HONG ; Jae Wan SUH
Journal of Korean Foot and Ankle Society 2024;28(4):173-177
This case report details a rare presentation of multifocal osteomyelitis with bilateral femoral pathologic fractures caused by Klebsiella pneumoniae sepsis in a 54-year-old female patient. In the initial evaluation, the patient presented with swelling and pain in the left lower limb. Imaging revealed multiple liver abscesses and deep vein thrombosis. Further bone scan assessments confirmed extensive osteolytic lesions in the femurs and left tibias, which is consistent with multifocal osteomyelitis. Initial management involved broad-spectrum antibiotics and debridement. On the other hand, temporary circular wiring and intramedullary nailing were required for stabilization as fractures developed in both femurs, including additional fixation for a fracture at the curettage site on the contralateral femur. Infected tibial lesions were treated with antibiotic-loaded cement beads after abscess drainage to control local infection. Despite the complexities, the patient ultimately achieved bone union after a year-long recovery, including dynamic conversion of femoral fixation. This paper reports a rare experience in treating multiple osteomyelitis and introduces the emergence of a highly pathogenic hypervirulent K. pneumoniae strain (hvKP), causing invasive infections, including metastatic and severe infections (e.g., osteomyelitis). Furthermore, the authors emphasize that early identification of hvKP and coordinated treatment strategies are crucial for improving the outcomes in severe hvKP-related infections.
10.Multiple Osteomyelitis and Pathologic Fractures Caused by Klebsiella pneumoniae: A Case Report
Hyoungbok KIM ; Minjung PARK ; Kee-Bum HONG ; Jae Wan SUH
Journal of Korean Foot and Ankle Society 2024;28(4):173-177
This case report details a rare presentation of multifocal osteomyelitis with bilateral femoral pathologic fractures caused by Klebsiella pneumoniae sepsis in a 54-year-old female patient. In the initial evaluation, the patient presented with swelling and pain in the left lower limb. Imaging revealed multiple liver abscesses and deep vein thrombosis. Further bone scan assessments confirmed extensive osteolytic lesions in the femurs and left tibias, which is consistent with multifocal osteomyelitis. Initial management involved broad-spectrum antibiotics and debridement. On the other hand, temporary circular wiring and intramedullary nailing were required for stabilization as fractures developed in both femurs, including additional fixation for a fracture at the curettage site on the contralateral femur. Infected tibial lesions were treated with antibiotic-loaded cement beads after abscess drainage to control local infection. Despite the complexities, the patient ultimately achieved bone union after a year-long recovery, including dynamic conversion of femoral fixation. This paper reports a rare experience in treating multiple osteomyelitis and introduces the emergence of a highly pathogenic hypervirulent K. pneumoniae strain (hvKP), causing invasive infections, including metastatic and severe infections (e.g., osteomyelitis). Furthermore, the authors emphasize that early identification of hvKP and coordinated treatment strategies are crucial for improving the outcomes in severe hvKP-related infections.

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