1.Oncological outcomes in patients with residual triple-negative breast cancer after preoperative chemotherapy
Hyunki PARK ; Haeyoung KIM ; Won PARK ; Won Kyung CHO ; Nalee KIM ; Tae Gyu KIM ; Young-Hyuck IM ; Jin Seok AHN ; Yeon Hee PARK ; Ji-Yeon KIM ; Seok Jin NAM ; Seok Won KIM ; Jeong Eon LEE ; Jonghan YU ; Byung Joo CHAE ; Sei Kyung LEE ; Jai-Min RYU
Radiation Oncology Journal 2024;42(3):210-217
Purpose:
This study aimed to evaluate the clinical outcomes and prognostic implications of regional nodal irradiation (RNI) after neoadjuvant chemotherapy (NAC) in patients with residual triple-negative breast cancer (TNBC).
Materials and Methods:
We analyzed 152 patients with residual TNBC who underwent breast-conserving surgery after NAC between December 2008 and December 2017. Most patients (n = 133; 87.5%) received taxane-based chemotherapy. Adjuvant radiotherapy (RT) was administered at a total dose of 45–65 Gy in 15–30 fractions to the whole breast, with some patients also receiving RT to regional nodes. Survival was calculated using the Kaplan–Meier method, and prognostic factors influencing survival were analyzed using the Cox proportional-hazards model.
Results:
During a median follow-up of 66 months (range, 9 to 179 months), the 5-year disease-free survival (DFS) rate was 68.0%. The 5-year locoregional recurrence-free survival, distant metastasis-free survival, and overall survival rates were 83.6%, 72.6%, and 78.7%, respectively. In the univariate analysis, the cN stage, ypT stage, ypN stage, axillary operation type, and RT field were associated with DFS. Multivariate analysis revealed that higher ypT stage (hazard ratio [HR] = 2.0; 95% confidence interval [CI] 1.00–3.82; p = 0.049) and ypN stage (HR = 4.7; 95% CI 1.57–14.24; p = 0.006) were associated with inferior DFS. Among clinically node-positive patients, those who received RT to the breast only had a 5-year DFS of 73.7%, whereas those who received RNI achieved a DFS of 59.6% (p = 0.164). There were no differences between the DFS and RNI.
Conclusion
In patients with residual TNBC, higher ypT and ypN stages were associated with poorer outcomes after NAC. RNI did not appear to improve DFS. More intensive treatments incorporating systemic therapy and RT should be considered for these patients.
2.Oncological outcomes in patients with residual triple-negative breast cancer after preoperative chemotherapy
Hyunki PARK ; Haeyoung KIM ; Won PARK ; Won Kyung CHO ; Nalee KIM ; Tae Gyu KIM ; Young-Hyuck IM ; Jin Seok AHN ; Yeon Hee PARK ; Ji-Yeon KIM ; Seok Jin NAM ; Seok Won KIM ; Jeong Eon LEE ; Jonghan YU ; Byung Joo CHAE ; Sei Kyung LEE ; Jai-Min RYU
Radiation Oncology Journal 2024;42(3):210-217
Purpose:
This study aimed to evaluate the clinical outcomes and prognostic implications of regional nodal irradiation (RNI) after neoadjuvant chemotherapy (NAC) in patients with residual triple-negative breast cancer (TNBC).
Materials and Methods:
We analyzed 152 patients with residual TNBC who underwent breast-conserving surgery after NAC between December 2008 and December 2017. Most patients (n = 133; 87.5%) received taxane-based chemotherapy. Adjuvant radiotherapy (RT) was administered at a total dose of 45–65 Gy in 15–30 fractions to the whole breast, with some patients also receiving RT to regional nodes. Survival was calculated using the Kaplan–Meier method, and prognostic factors influencing survival were analyzed using the Cox proportional-hazards model.
Results:
During a median follow-up of 66 months (range, 9 to 179 months), the 5-year disease-free survival (DFS) rate was 68.0%. The 5-year locoregional recurrence-free survival, distant metastasis-free survival, and overall survival rates were 83.6%, 72.6%, and 78.7%, respectively. In the univariate analysis, the cN stage, ypT stage, ypN stage, axillary operation type, and RT field were associated with DFS. Multivariate analysis revealed that higher ypT stage (hazard ratio [HR] = 2.0; 95% confidence interval [CI] 1.00–3.82; p = 0.049) and ypN stage (HR = 4.7; 95% CI 1.57–14.24; p = 0.006) were associated with inferior DFS. Among clinically node-positive patients, those who received RT to the breast only had a 5-year DFS of 73.7%, whereas those who received RNI achieved a DFS of 59.6% (p = 0.164). There were no differences between the DFS and RNI.
Conclusion
In patients with residual TNBC, higher ypT and ypN stages were associated with poorer outcomes after NAC. RNI did not appear to improve DFS. More intensive treatments incorporating systemic therapy and RT should be considered for these patients.
3.Oncological outcomes in patients with residual triple-negative breast cancer after preoperative chemotherapy
Hyunki PARK ; Haeyoung KIM ; Won PARK ; Won Kyung CHO ; Nalee KIM ; Tae Gyu KIM ; Young-Hyuck IM ; Jin Seok AHN ; Yeon Hee PARK ; Ji-Yeon KIM ; Seok Jin NAM ; Seok Won KIM ; Jeong Eon LEE ; Jonghan YU ; Byung Joo CHAE ; Sei Kyung LEE ; Jai-Min RYU
Radiation Oncology Journal 2024;42(3):210-217
Purpose:
This study aimed to evaluate the clinical outcomes and prognostic implications of regional nodal irradiation (RNI) after neoadjuvant chemotherapy (NAC) in patients with residual triple-negative breast cancer (TNBC).
Materials and Methods:
We analyzed 152 patients with residual TNBC who underwent breast-conserving surgery after NAC between December 2008 and December 2017. Most patients (n = 133; 87.5%) received taxane-based chemotherapy. Adjuvant radiotherapy (RT) was administered at a total dose of 45–65 Gy in 15–30 fractions to the whole breast, with some patients also receiving RT to regional nodes. Survival was calculated using the Kaplan–Meier method, and prognostic factors influencing survival were analyzed using the Cox proportional-hazards model.
Results:
During a median follow-up of 66 months (range, 9 to 179 months), the 5-year disease-free survival (DFS) rate was 68.0%. The 5-year locoregional recurrence-free survival, distant metastasis-free survival, and overall survival rates were 83.6%, 72.6%, and 78.7%, respectively. In the univariate analysis, the cN stage, ypT stage, ypN stage, axillary operation type, and RT field were associated with DFS. Multivariate analysis revealed that higher ypT stage (hazard ratio [HR] = 2.0; 95% confidence interval [CI] 1.00–3.82; p = 0.049) and ypN stage (HR = 4.7; 95% CI 1.57–14.24; p = 0.006) were associated with inferior DFS. Among clinically node-positive patients, those who received RT to the breast only had a 5-year DFS of 73.7%, whereas those who received RNI achieved a DFS of 59.6% (p = 0.164). There were no differences between the DFS and RNI.
Conclusion
In patients with residual TNBC, higher ypT and ypN stages were associated with poorer outcomes after NAC. RNI did not appear to improve DFS. More intensive treatments incorporating systemic therapy and RT should be considered for these patients.
4.Oncological outcomes in patients with residual triple-negative breast cancer after preoperative chemotherapy
Hyunki PARK ; Haeyoung KIM ; Won PARK ; Won Kyung CHO ; Nalee KIM ; Tae Gyu KIM ; Young-Hyuck IM ; Jin Seok AHN ; Yeon Hee PARK ; Ji-Yeon KIM ; Seok Jin NAM ; Seok Won KIM ; Jeong Eon LEE ; Jonghan YU ; Byung Joo CHAE ; Sei Kyung LEE ; Jai-Min RYU
Radiation Oncology Journal 2024;42(3):210-217
Purpose:
This study aimed to evaluate the clinical outcomes and prognostic implications of regional nodal irradiation (RNI) after neoadjuvant chemotherapy (NAC) in patients with residual triple-negative breast cancer (TNBC).
Materials and Methods:
We analyzed 152 patients with residual TNBC who underwent breast-conserving surgery after NAC between December 2008 and December 2017. Most patients (n = 133; 87.5%) received taxane-based chemotherapy. Adjuvant radiotherapy (RT) was administered at a total dose of 45–65 Gy in 15–30 fractions to the whole breast, with some patients also receiving RT to regional nodes. Survival was calculated using the Kaplan–Meier method, and prognostic factors influencing survival were analyzed using the Cox proportional-hazards model.
Results:
During a median follow-up of 66 months (range, 9 to 179 months), the 5-year disease-free survival (DFS) rate was 68.0%. The 5-year locoregional recurrence-free survival, distant metastasis-free survival, and overall survival rates were 83.6%, 72.6%, and 78.7%, respectively. In the univariate analysis, the cN stage, ypT stage, ypN stage, axillary operation type, and RT field were associated with DFS. Multivariate analysis revealed that higher ypT stage (hazard ratio [HR] = 2.0; 95% confidence interval [CI] 1.00–3.82; p = 0.049) and ypN stage (HR = 4.7; 95% CI 1.57–14.24; p = 0.006) were associated with inferior DFS. Among clinically node-positive patients, those who received RT to the breast only had a 5-year DFS of 73.7%, whereas those who received RNI achieved a DFS of 59.6% (p = 0.164). There were no differences between the DFS and RNI.
Conclusion
In patients with residual TNBC, higher ypT and ypN stages were associated with poorer outcomes after NAC. RNI did not appear to improve DFS. More intensive treatments incorporating systemic therapy and RT should be considered for these patients.
5.Oncological outcomes in patients with residual triple-negative breast cancer after preoperative chemotherapy
Hyunki PARK ; Haeyoung KIM ; Won PARK ; Won Kyung CHO ; Nalee KIM ; Tae Gyu KIM ; Young-Hyuck IM ; Jin Seok AHN ; Yeon Hee PARK ; Ji-Yeon KIM ; Seok Jin NAM ; Seok Won KIM ; Jeong Eon LEE ; Jonghan YU ; Byung Joo CHAE ; Sei Kyung LEE ; Jai-Min RYU
Radiation Oncology Journal 2024;42(3):210-217
Purpose:
This study aimed to evaluate the clinical outcomes and prognostic implications of regional nodal irradiation (RNI) after neoadjuvant chemotherapy (NAC) in patients with residual triple-negative breast cancer (TNBC).
Materials and Methods:
We analyzed 152 patients with residual TNBC who underwent breast-conserving surgery after NAC between December 2008 and December 2017. Most patients (n = 133; 87.5%) received taxane-based chemotherapy. Adjuvant radiotherapy (RT) was administered at a total dose of 45–65 Gy in 15–30 fractions to the whole breast, with some patients also receiving RT to regional nodes. Survival was calculated using the Kaplan–Meier method, and prognostic factors influencing survival were analyzed using the Cox proportional-hazards model.
Results:
During a median follow-up of 66 months (range, 9 to 179 months), the 5-year disease-free survival (DFS) rate was 68.0%. The 5-year locoregional recurrence-free survival, distant metastasis-free survival, and overall survival rates were 83.6%, 72.6%, and 78.7%, respectively. In the univariate analysis, the cN stage, ypT stage, ypN stage, axillary operation type, and RT field were associated with DFS. Multivariate analysis revealed that higher ypT stage (hazard ratio [HR] = 2.0; 95% confidence interval [CI] 1.00–3.82; p = 0.049) and ypN stage (HR = 4.7; 95% CI 1.57–14.24; p = 0.006) were associated with inferior DFS. Among clinically node-positive patients, those who received RT to the breast only had a 5-year DFS of 73.7%, whereas those who received RNI achieved a DFS of 59.6% (p = 0.164). There were no differences between the DFS and RNI.
Conclusion
In patients with residual TNBC, higher ypT and ypN stages were associated with poorer outcomes after NAC. RNI did not appear to improve DFS. More intensive treatments incorporating systemic therapy and RT should be considered for these patients.
6.The Effect of Intervention for Improving Colonoscopy Quality Is Associated with the Personality Traits of Endoscopists
Hyun Ho CHOI ; Soo-Yoon SUNG ; Bo-In LEE ; Hyun CHO ; Yunho JUNG ; Jae Myung PARK ; Young-Seok CHO ; Kang-Moon LEE ; Sang Woo KIM ; Hwang CHOI ; Hiun-Suk CHAE ; Myung-Gyu CHOI
Gut and Liver 2024;18(2):265-274
Background/Aims:
This study investigated whether the personality traits of endoscopists are associated with the effect of interventions for the improvement of colonoscopy quality.
Methods:
This prospective, multicenter, single-blind study was performed with 13 endoscopists in three health screening centers over a 12-month period. Quality indicators (QIs), including adenoma detection rate (ADR), polyp detection rate (PDR), and withdrawal time, were measured every 3 months. Consecutive interventions for the improvement of colonoscopy quality were conducted every 3 months, which included the personal notification of QIs, the in-group notification of QIs, and finally a targeted “quality education” session. The personality traits of each endoscopist were evaluated for perfectionism, fear of negative evaluation, and cognitive flexibility after the last QI assessment.
Results:
A total of 4,095 colonoscopies were evaluated to measure the QIs of the individual endoscopists for 12 months. The mean ADR, PDR, and withdrawal time of the 13 endoscopists were 32.3%, 47.7%, and 394 seconds at baseline and increased to 39.0%, 55.1%, and 430 seconds by the end of the study (p=0.003, p=0.006, and p=0.004, respectively). Among the three interventions, only quality education significantly improved QIs: ADR, 36.0% to 39.0% (odds ratio, 1.28; 95% confidence interval, 1.01 to 1.63). The improvement of ADR and PDR by education was significantly associated with perfectionism (r=0.617, p=0.033 and r=0.635, p=0.027, respectively) and fear of negative evaluation (r=0.704, p=0.011 and r=0.761, p=0.004, respectively).
Conclusions
Education can improve colonoscopy quality, and its effect size is associated with an endoscopist’s personal traits such as perfectionism and fear of negative evaluation (ClinicalTrials.gov Registry NCT03796169).
7.ChatGPT Predicts In-Hospital All-Cause Mortality for Sepsis: In-Context Learning with the Korean Sepsis Alliance Database
Namkee OH ; Won Chul CHA ; Jun Hyuk SEO ; Seong-Gyu CHOI ; Jong Man KIM ; Chi Ryang CHUNG ; Gee Young SUH ; Su Yeon LEE ; Dong Kyu OH ; Mi Hyeon PARK ; Chae-Man LIM ; Ryoung-Eun KO ;
Healthcare Informatics Research 2024;30(3):266-276
Objectives:
Sepsis is a leading global cause of mortality, and predicting its outcomes is vital for improving patient care. This study explored the capabilities of ChatGPT, a state-of-the-art natural language processing model, in predicting in-hospital mortality for sepsis patients.
Methods:
This study utilized data from the Korean Sepsis Alliance (KSA) database, collected between 2019 and 2021, focusing on adult intensive care unit (ICU) patients and aiming to determine whether ChatGPT could predict all-cause mortality after ICU admission at 7 and 30 days. Structured prompts enabled ChatGPT to engage in in-context learning, with the number of patient examples varying from zero to six. The predictive capabilities of ChatGPT-3.5-turbo and ChatGPT-4 were then compared against a gradient boosting model (GBM) using various performance metrics.
Results:
From the KSA database, 4,786 patients formed the 7-day mortality prediction dataset, of whom 718 died, and 4,025 patients formed the 30-day dataset, with 1,368 deaths. Age and clinical markers (e.g., Sequential Organ Failure Assessment score and lactic acid levels) showed significant differences between survivors and non-survivors in both datasets. For 7-day mortality predictions, the area under the receiver operating characteristic curve (AUROC) was 0.70–0.83 for GPT-4, 0.51–0.70 for GPT-3.5, and 0.79 for GBM. The AUROC for 30-day mortality was 0.51–0.59 for GPT-4, 0.47–0.57 for GPT-3.5, and 0.76 for GBM. Zero-shot predictions using GPT-4 for mortality from ICU admission to day 30 showed AUROCs from the mid-0.60s to 0.75 for GPT-4 and mainly from 0.47 to 0.63 for GPT-3.5.
Conclusions
GPT-4 demonstrated potential in predicting short-term in-hospital mortality, although its performance varied across different evaluation metrics.
8.Korean Thyroid Association Guidelines on the Management of Differentiated Thyroid Cancers; Part I. Initial Management of Differentiated Thyroid Cancers - Chapter 6. Radioactive Iodine Treatment after Thyroidectomy 2024
Sohyun PARK ; Ari CHONG ; Ho-Cheol KANG ; Keunyoung KIM ; Sun Wook KIM ; Dong Gyu NA ; Young Joo PARK ; Ji-In BANG ; Youngduk SEO ; Young Shin SONG ; So Won OH ; Eun Kyung LEE ; Dong-Jun LIM ; Yun Jae CHUNG ; Chae Moon HONG ; Sang-Woo LEE ;
International Journal of Thyroidology 2024;17(1):97-110
The initial treatment for differentiated thyroid cancer includes appropriate surgery and radioactive iodine (RAI) therapy, followed by thyroid-stimulating hormone (TSH) suppression therapy as long-term management to prevent recurrence. RAI therapy following thyroidectomy has the three main purposes: remnant ablation, adjuvant therapy, and therapy for known disease. To optimize the goals and targets of RAI therapy, postoperative disease assessment, determination of recurrence risk, and consideration of various individual factors are necessary. The objectives of RAI therapy are determined based on the individual’s recurrence risk, and the administered activity of RAI is then determined according to these treatment objectives. Adequate stimulation of serum TSH is necessary before RAI therapy, and recombinant human TSH is widely used because of its advantage in reducing the risk of exacerbation of comorbidities associated with levothyroxine discontinuation and improving patients’ quality of life. Additionally, reducing iodine intake through appropriate low-iodine diet is necessary. Whole-body scans are conducted to assess the disease status after RAI therapy. If planar whole-body scans are inconclusive, additional single-photon emission computed tomography (SPECT)/CT imaging is recommended. Over the past decade, prospective randomized or retrospective clinical studies on the selection of candidates for RAI therapy, administered activity, methods of TSH stimulation, and advantages of SPECT/CT have been published. Based on these latest clinical research findings and recommendations from relevant overseas medical societies, this clinical practice guideline presents the indications and methods for administering RAI therapy after thyroidectomy.
9.Korean Thyroid Association Guidelines on the Management of Differentiated Thyroid Cancers; Part II. Follow-up Surveillance after Initial Treatment 2024
Mijin KIM ; Ji-In BANG ; Ho-Cheol KANG ; Sun Wook KIM ; Dong Gyu NA ; Young Joo PARK ; Youngduk SEO ; Young Shin SONG ; So Won OH ; Sang-Woo LEE ; Eun Kyung LEE ; Ji Ye LEE ; Dong-Jun LIM ; Ari CHONG ; Yun Jae CHUNG ; Chae Moon HONG ; Min Kyoung LEE ; Bo Hyun KIM ;
International Journal of Thyroidology 2024;17(1):115-146
Based on the clinical, histopathological, and perioperative data of a patient with differentiated thyroid cancer (DTC), risk stratification based on their initial recurrence risk is a crucial follow-up (FU) strategy during the first 1–2 years after initial therapy. However, restratifiying the recurrence risk on the basis of current clinical data that becomes available after considering the response to treatment (ongoing risk stratification, ORS) provides a more accurate prediction of the status at the final FU and a more tailored management approach. Since the 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and DTC, the latest guidelines that include the National Comprehensive Cancer Network clinical practice and European Association for Medical Oncology guidelines have been updated to reflect several recent evidence in ORS and thyroid-stimulating hormone (TSH) suppression of DTC. The current clinical practice guideline was developed by extracting FU surveillance after the initial treatment section from the previous version of guidelines and updating it to reflect recent evidence. The current revised guideline includes recommendations for recent ORS, TSH target level based on risk stratification, FU tools for detection of recurrence and assessment of disease status, and long-term FU strategy for consideration of the disease status. These evidence-based recommendations are expected to avoid overtreatment and intensive FU of the majority of patients who will have a very good prognosis after the initial treatment of DTC patients, thereby ensuring that patients receive the most appropriate and effective treatment and FU options.
10.Korean Thyroid Association Guidelines on the Management of Differentiated Thyroid Cancers; Part III. Management of Advanced Differentiated Thyroid Cancers - Chapter 3.Radioactive Iodine Therapy in Advanced Thyroid Cancer 2024
Keunyoung KIM ; Chae Moon HONG ; Ho-Cheol KANG ; Sun Wook KIM ; Dong Gyu NA ; Sohyun PARK ; Young Joo PARK ; Ji-In BANG ; Youngduk SEO ; Young Shin SONG ; Sang-Woo LEE ; Eun Kyung LEE ; Dong-Jun LIM ; Ari CHONG ; Yun Jae CHUNG ; So Won OH ;
International Journal of Thyroidology 2024;17(1):153-167
Radioactive iodine (RAI) therapy can effectively eliminate persistent or recurrent disease in patients with advanced differentiated thyroid cancer (DTC), potentially improving progression-free, disease-specific, and overall survival rates. Repeated administration of RAI along with thyroid-stimulating hormone (TSH) suppression is the mainstay of treatment for patients with distant metastases. Remarkably, one in three patients with distant metastases can be cured using RAI therapy and experience a near-normal life expectancy. Patients with elevated serum thyroglobulin and a negative post-RAI scan may be considered for empiric RAI therapy in the absence of structurally evident disease. However, in some patients, the iodine uptake capacity of advanced lesions decreases over time, potentially resulting in RAI-refractory disease. RAI-administered dose can be either empirically fixed high activities or dosimetry-based individualized activities for treatment of known diseases. The preparation method (levothyroxine withdrawal vs. recombinant human TSH administration) should be individualized for each patient.RAI therapy is a reasonable and safe treatment for patients with advanced DTC. Despite the risk of radiation exposure, administration of low-activity RAI has not been associated with an increased risk of a secondary primary cancer (SPM), leukemia, infertility, adverse pregnancy outcomes, etc. However, depending on the cumulative dose, there is a risk of acute or delayed-onset adverse effects including salivary gland damage, dental caries, nasolacrimal duct obstruction, and SPM. Therefore, as with any treatment, the expected benefit must justify the use of RAI in patients with advanced DTC.

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