Comparison of Biochemical Recurrence After Robot-assisted Laparoscopic Radical Prostatectomy with Volatile and Total Intravenous Anesthesia.

Aims: Recurrence after cancer surgery is a major concern in patients with cancer. Growing evidence from preclinical studies has revealed that various anesthetics can influence the immune system in different ways. The current study compared the long-term biochemical recurrence of prostate cancer after robot-assisted laparoscopic radical prostatectomy (RALP) in terms of selection of anesthetic agent between total intravenous anesthesia (TIVA) with propofol/remifentanil and volatile anesthetics (VA) with sevoflurane or desflurane/remifentanil. Methods: We followed up oncologic outcomes of patients who underwent RALP from two previous prospective randomized controlled trials, and the outcomes of those who received TIVA (n = 64) were compared with those who received VA (n = 64). The follow-up period lasted from November 2010 to March 2019. Results: Both TIVA and VA groups showed identical biochemical recurrence-free survivals at all-time points after RALP. The following predictive factors of prostate cancer recurrence were determined by Cox regression: colloid input [hazard ratio (HR)=1.002, 95% confidence interval (CI): 1.000-1.003; P = 0.011], initial prostate-specific antigen level (HR=1.025, 95% CI: 1.007-1.044; P = 0.006), and pathological tumor stage 3b (HR=4.217, 95% CI:1.207-14.735; P = 0.024), but not the anesthetic agent. Conclusions: Our findings demonstrate that both TIVA with propofol/remifentanil and VA with sevoflurane or desflurane/remifentanil have comparable effects on oncologic outcomes in patients undergoing RALP.

Incidence and characteristics of cataract surgery in South Korea from 2011 to 2015: A nationwide population-based study.

IMPORTANCE: Detailed incidence data for cataract surgery in the general population are limited, yet important for determining the surgical needs of the community and formulation of healthcare policies. BACKGROUND: To report incidence rates of cataract surgery in South Korea. DESIGN: Nationwide, retrospective population-based study. PARTICIPANTS: This study involved the entire population of South Korea (n = 47 990 761); 2 236 107 eyes of 1 591 176 patients confirmed as having cataract surgery from 1 January 2011 to 31 December 2015 were included. METHODS: Data for all patients who underwent primary cataract surgery in South Korea were retrieved using Korean Electronic Data Interchange and Korean Standard Classification of Diseases-7 codes. Annual incidence rates were calculated and adjusted to the national population data for the corresponding year. MAIN OUTCOME MEASURES: The average incidence of cataract surgery during the 5-year study period was estimated using population data from the 2010 Korean census. RESULTS: The incidence of cataract surgery increased from 8.54/1000 person-years in 2011 to 9.67/1000 person-years in 2015. The probability of second-eye surgery within 12 months after the first-eye surgery increased from 42.98% in 2011 to 48.01% in 2015. In total, 85.72% of surgeries were performed in non-rural areas: 43.18% in individuals with a higher household income and 76.65% in primary healthcare centres. The rate of vitrectomy for posterior capsular rupture was 0.72%. CONCLUSIONS AND RELEVANCE: The incidence of cataract surgery in South Korea is increasing over time. Our findings are expected to aid in the formulation of future healthcare policies concerning cataract surgery in South Korea.

Incidence and risk factors for retinal detachment after cataract surgery in Korea: a nationwide population-based study from 2011 to 2015.

PURPOSE: To evaluate the incidence and risk factors for retinal detachment (RD) after cataract surgery in the years 2011 to 2015 in Korea. METHODS: A nationwide retrospective cohort study was performed using health claim data from the Korean National Health Insurance Service (KNHIS) database. Patients over 40 years of age who underwent cataract surgery from 2011 and 2015 in Korea were retrospectively identified using Korean Electronic Data Interchange (KEDI) code and Korean Classification of Diseases (KCD)-7 code. RESULTS: A total of 2,191,510 eyes in 1,455,968 patients (58.63% female; mean age, 69.19 ± 9.82 years) underwent cataract surgery from 2011 to 2015 in Korea and 17,351 patients experienced RD (45.4% female; mean age, 60.89 ± 10.21 years). The 5-year cumulative risk of RD after cataract surgery was 1.19%, and 80.9% of RD occurred within 1 year after cataract surgery. In multivariate analysis, adjusted hazard ratio (HR) of RD was 1.335 [95% confidence interval (CI), 1.293-1.378] for male gender, 1.422 [95% CI, 1.371-1.475] for preoperative myopia, and 2.596 [95% CI, 2.367-2.849] for anterior vitrectomy during cataract surgery. Younger age was one of the factors highly associated with RD after cataract surgery, with HR [95% CI], 5.873 [5.527-6.240] in 40 to 54 years of age, 4.037 [3.811-4.277] in 55 to 64 years, and 2.026 [1.911-2.147] in 65 to 74 years. Adjusted HR of RD for surgery in secondary and primary healthcare centers were 0.495 [95% CI, 0.477-0.513] and 0.108 [95% CI, 0.104-0.113], respectively. Residence in non-metropolitan area and lower household income was associated with higher risk of RD. CONCLUSIONS: Younger age, anterior vitrectomy for posterior capsule rupture, preoperative myopia, male gender, surgery in tertiary referral centers, residence in non-metropolitan area, and lower household income were associated with an increased risk of RD after cataract surgery. The optimal timing of cataract surgery should be determined considering patient's risk factors, and appropriate pre- and postoperative evaluation is needed to prevent RD in patients with higher risks.

Nationwide Analysis of Treatment Patterns for Korean Breast Cancer Survivors Using National Health Insurance Service Data.

BACKGROUND: The National Health Insurance Service (NHIS) established a healthcare claim database for all Korean citizens. This study aimed to analyze the NHIS data and investigate the patterns of breast cancer treatments. METHODS: We constructed a retrospective female breast cancer cohort by analyzing annual incident cases. The annual number of newly diagnosed female breast cancer was compared between the NHIS data and Korea National Cancer Incidence Database (KNCIDB). The annual treatment patterns including surgery, chemotherapy, radiation therapy, endocrine therapy and targeted therapy were analyzed. RESULTS: A total of 148,322 women with newly diagnosed invasive breast cancer during 2006-2014 was identified. The numbers of newly diagnosed invasive breast cancer cases were similar between the NHIS data and KNCIDB, which demonstrated a strong correlation (r = 0.995; P < 0.001). The age distribution of the breast cancer cases in the NHIS data and KNCIDB also showed a strong correlation (r = 1.000; P < 0.001). About 85% of newly diagnosed breast cancer patients underwent operations. Although the proportions of chemotherapy use have not changed during 2006-2014, the total number of chemotherapy prescriptions sharply increased during this period. The proportions of radiotherapy and anti-hormonal therapy increased. Among the anti-hormonal agents, tamoxifen was the most frequently prescribed medication, and letrozole was the most preferred endocrine treatment in patients aged ≥ 50 years. CONCLUSION: Along with the increased breast cancer incidence in Korea, the frequencies of breast cancer treatments have increased. The NHIS data can be a feasible data source for future research.

Risk-Stratification Model Based on Lymph Node Metastasis After Noncurative Endoscopic Resection for Early Gastric Cancer.

BACKGROUND: Patients with early gastric cancer (EGC) who have undergone noncurative endoscopic resection (ER) generally require additional surgery due to the possibility of lymph node metastasis (LNM). This study aimed to develop a reliable risk-stratification system to predict LNM after noncurative ER for EGC. METHODS: A total of 2368 patients had a diagnosis of EGC and underwent ER. The study analyzed 321 patients who underwent additive gastrectomy and lymph node dissection after noncurative ER. Independent risk factors for LNM were identified and used to develop a risk-stratification system to estimate the relative risk of LNM. RESULTS: Of the 321 patients, 23 (7.2%) had LNM. A logistic regression analysis showed that female sex, lymphovascular invasion (LVI), and a positive vertical margin were significantly associated with LNM. The authors established a risk-stratification system using sex, LVI, and positive vertical margin (area under the receiver-operating characteristic [AUROC] curve, 0.811). The high-risk LNM group (score, ≥ 2 points) showed a significantly higher risk of LNM than the low-risk LNM group (score, <2 points) (14.0 vs 1.2%). No LNM was found in patients with a risk score of zero. After internal and external validation, the AUROC curve for predicting LNM was 0.788 and 0.842, respectively. CONCLUSIONS: The risk-stratification system developed in this study will facilitate identification of patients who should undergo LN dissection after noncurative ER. Although additive surgery should be performed after noncurative ER for patients with a high risk of LNM, a close follow-up visit could be considered for low-risk patients with multiple comorbidities or high operative risks.

Effects of dexmedetomidine in combination with fentanyl-based intravenous patient-controlled analgesia on pain attenuation after open gastrectomy in comparison with conventional thoracic epidural and fentanyl-based intravenous patient-controlled analgesia.

Background: This study was investigated the effects of dexmedetomidine in combination with fentanyl-based intravenous patient-controlled analgesia (IV-PCA) on pain attenuation in patients undergoing open gastrectomy in comparison with conventional thoracic epidural patient-controlled analgesia (E-PCA) and IV-PCA. Methods: One hundred seventy-one patients who planned open gastrectomy were randomly distributed into one of the 3 groups: conventional thoracic E-PCA (E-PCA group, n = 57), dexmedetomidine in combination with fentanyl-based IV-PCA (dIV-PCA group, n = 57), or fentanyl-based IV-PCA only (IV-PCA group, n = 57). The primary outcome was the postoperative pain intensity (numerical rating scale) at 3 hours after surgery, and the secondary outcomes were the number of bolus deliveries and bolus attempts, and the number of patients who required additional rescue analgesics. Mean blood pressure, heart rate, and adverse effects were evaluated as well. Results: One hundred fifty-three patients were finally completed the study. The postoperative pain intensity was significantly lower in the dIV-PCA and E-PCA groups than in the IV-PCA group, but comparable between the dIV-PCA group and the E-PCA group. Patients in the dIV-PCA and E-PCA groups needed significantly fewer additional analgesic rescues between 6 and 24 hours after surgery, and had a significantly lower number of bolus attempts and bolus deliveries during the first 24 hours after surgery than those in the IV-PCA group. Conclusions: Dexmedetomidine in combination with fentanyl-based IV-PCA significantly improved postoperative analgesia in patients undergoing open gastrectomy without hemodynamic instability, which was comparable to thoracic E-PCA. Furthermore, this approach could be clinically more meaningful owing to its noninvasive nature.

Staging for Remnant Gastric Cancer: The Metastatic Lymph Node Ratio vs. the UICC 7th Edition System.

BACKGROUND: Unlike primary gastric cancer, a remnant gastric cancer (RGC) staging system has not been established. The retrieved lymph node counts (RLN) in RGC is generally lower than that in primary gastric cancer, so it is unclear whether positive lymph node count reflects the RGC patient's survival. Therefore, the lymph node ratio (LR) may be more useful for RGC staging than the 7th edition UICC classification. METHODS: Patients (n = 191) who underwent gastrectomy with curative intent for RGC participated in this study. LR was classified as LR = 0, 0 < LR ≤ 0.1, 0.1 < LR ≤ 0.4, and 0.4 < LR. Modified TNM staging (mTNM-LR) was established by combining the pT (7th UICC) with LR. The predictive accuracy of LR and mTNM-LR was compared with that of the pN (7th UICC) and TNM (7th UICC), respectively. RESULTS: The mean RLN was 14.4 and that of 128 patients (67 %) was ≤15. Fifty-one patients (27 %) had metastatic lymph nodes. Multivariable analyses revealed that pT (7th UICC) (p < 0.001) and pN (7th UICC) (p = 0.001), but not LR, were independent risk factors for overall survival. The overall c-index (95 % confidence interval) of each staging system was as follows: pN (7th UICC): 0.700 (0.627-0.771); LR: 0.701 (0.627-0.775), TNM (7th UICC): 0.808 (0.761-0.870); mTNM-LR: 0.807 (0.737-0.871). There were no significant differences in the predictive accuracy between pN (7th UICC) and LR, and TNM (7th UICC) and mTNM-LR. CONCLUSIONS: LR was not superior to pN (7th UICC). Thus, the 7th edition UICC classification is a practical and reliable staging system for RGC.

Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images.

OBJECTIVES: The purpose of this study was to evaluate diagnostic performance of histogram analysis using grayscale ultrasound (US) images in the diagnosis of lymphocytic thyroiditis. METHODS: Three radiologists reviewed a total of 505 US images and classified the images according to the presence/existence of lymphocytic thyroiditis. After 2 months, each reviewer repeated the process with the same 505 images in a randomly mixed order. The intraobserver and interobserver variability was analyzed with a generalized κ value. Four histogram parameters (mean value, standard deviation, skewness, and kurtosis) were obtained, and an index was calculated from principal component analysis. Diagnostic performances were compared. RESULTS: Of 505 patients, 125 (24.8%) had lymphocytic thyroiditis, and 380 (75.2%) had normal thyroid parenchyma on pathologic analysis. The κ value for intraobserver variance ranged from -0.002 to 0.781, and the overall κ values for interobserver variance were 0.570 and 0.214 in the first and second tests, respectively. The sensitivity, specificity, accuracy, positive predictive value, and negative predictive value for the 3 reviewers versus the principal component analysis index were 28.0% to 83.2%, 43.7% to 82.6%, 53.5% to 79.0%, 24.6% to 56.2%, and 75.2% to 88.9% versus 58.4%, 72.4%, 68.9%, 41.0%, and 84.1%. CONCLUSIONS: Histogram analysis of grayscale US images provided confirmable and quantitative information about lymphocytic thyroiditis and was comparable with performers' assessments in diagnostic performance.

Newly designed delta neutrophil index-to-serum albumin ratio prognosis of early mortality in severe sepsis.

PURPOSE: We evaluated the ratio of delta neutrophil index (DNI) to albumin (A) in patients receiving early goal-directed therapy (EGDT) to determine the prognostic significance of the DNI/A ratio as a marker of early mortality in critically ill patients with suspected sepsis. METHODS: We retrospectively analyzed records from a prospective EGDT registry in an emergency department (ED) and screened eligible adult patients who were admitted to the ED with severe sepsis and/or septic shock. The new DNI/A ratio was calculated as the DNI value on each hospital day divided by the initial albumin level on ED admission. The clinical outcome was mortality after 28 days. RESULTS: A total of 120 patients receiving EGDT were included in this study. Multivariate Cox proportional-hazard models revealed that higher DNI/A ratios on day 1 (hazard ratio [HR], 1.068; 95% confidence interval [CI], 1.01-1.13; P = .0209) and the peak day (HR, 1.057; 95% CI, 1.001-1.116; P = .0456) were independent risk factors for mortality at 28 days. Our study demonstrated that the increased trend toward 28-day mortality was associated with a DNI/A ratio greater than 8.4 on day 1 (HR, 2.513; 95% CI, 0.950-6.64; P = .0528) and a higher DNI/A ratio (>6.4) on the peak day (average, 4.2 days; HR, 2.953; 95% CI, 1.033-8.441; P < .001) in patients with severe sepsis receiving EGDT. CONCLUSION: The ratio of DNI to serum albumin on ED admission is a promising prognostic marker of 28-day mortality in patients with severe sepsis receiving EGDT.

The impact of two different inspiratory to expiratory ratios (1:1 and 1:2) on respiratory mechanics and oxygenation during volume-controlled ventilation in robot-assisted laparoscopic radical prostatectomy: a randomized controlled trial.

BACKGROUND: Volume-controlled ventilation with a prolonged inspiratory to expiratory ratio (I:E ratio) has been used to optimize gas exchange and respiratory mechanics in various surgical settings. We hypothesized that, when compared with an I:E ratio of 1:2, a prolonged I:E ratio of 1:1 would improve respiratory mechanics without reducing cardiac output (CO) during pneumoperitoneum and steep Trendelenburg positioning, both of which can impair respiratory function in robot-assisted laparoscopic radical prostatectomy. Furthermore, we evaluated its effect on oxygenation during robot-assisted laparoscopic radical prostatectomy. METHODS: Eighty patients undergoing robot-assisted laparoscopic radical prostatectomy were randomly allocated to receive an I:E ratio of either 1:1 (group 1:1) or 1:2 (group 1:2). The primary endpoint, peak airway pressure (Ppeak), as well as hemodynamic data, including cardiac output (CO) and arterial oxygen tension (PaO2), were compared between groups at four time points: ten minutes after anesthesia induction (T1), 30 and 60 min after pneumoperitoneum with steep Trendelenburg positioning (T2 and T3), and ten minutes after supine positioning (T4). Overall comparisons were made between groups using linear mixed model analysis with post hoc testing of individual time points adjusted using a Bonferroni correction. RESULTS: Linear mixed model analysis showed a significant overall difference in Ppeak between the two groups (P < 0.001). Post hoc analysis showed a significantly lower mean (SD) Ppeak in group 1:1 than in group 1:2 at T2 [28.4 (4.0) cm H2O vs 32.8 (5.2) cm H2O, respectively; mean difference, 4.3 cm H2O; 95% confidence interval (CI), 2.3 to 6.4; P < 0.001] and T3 [27.8 (3.9) cm H2O vs 32.6 (5.0) cm H2O, respectively; mean difference, 4.7 cm H2O; 95% CI, 2.7 to 6.7; P < 0.001]. The CO assessed over these time points was comparable in both groups (P = 0.784). In addition, there were no significant differences in PaO2 between the two groups (P = 0.521). CONCLUSIONS: Compared with an I:E ratio of 1:2, a ratio of 1:1 lowered Ppeak without reducing CO during pneumoperitoneum and steep Trendelenburg positioning. Nevertheless, our results did not support its use solely for improving oxygenation. This trial was registered at http://clinicaltrials.gov/ (NCT01892449).

The efficacy of single-dose postoperative intravenous dexamethasone for pain relief after endoscopic submucosal dissection for gastric neoplasm.

BACKGROUND: Endoscopic submucosal dissection (ESD) is the gold standard technique for en bloc resection of large superficial tumors in the upper and lower gastrointestinal tract. Little is known about the management of epigastric pain after ESD of gastric neoplasms. This study investigated the utility and safety of single-dose, perioperative, intravenous dexamethasone for epigastric pain relief following ESD. METHODS: The efficacy of intravenous dexamethasone 0.15 mg/kg (DEXA group) compared with saline-only placebo (placebo) for epigastric pain after ESD of early gastric neoplasms was assessed in a double-blinded, placebo-controlled trial. Patients completed a questionnaire about present pain intensity (PPI) and short-form McGill pain (SF-MP) categories for immediate and 6-, 12-, and 24-h postoperative periods. The primary outcome variable was PPI at 6 h following ESD. Secondary outcome variables included pain medication, SF-MP scores, complications, second-look endoscopic findings, and length of stay. RESULTS: A total of 36 patients participated in the study. The mean 6-h PPI value was lower (p < 0.001) in the DEXA group (1.61 ± 0.21) than in the placebo group (2.66 ± 0.19). The total 6-h SF-MP score, especially the sensory domain, was higher (p = 0.054) in the placebo group (11.56 ± 0.75) than in the DEXA group (8.89 ± 0.75). Tramadol for epigastric pain relief was more frequent (p = 0.026) in the placebo group (44.4%) than in the DEXA group (11.1%). No differences were noted between groups in length of stay or complications, including acute or delayed bleeding. The distribution of artificial ulcer patterns at 48-h post-ESD as determined by second-look endoscopy was similar in both groups. CONCLUSION: Single-dose perioperative intravenous dexamethasone after ESD effectively relieved epigastric pain 6 h postoperatively.

Effects of adaptive statistical iterative reconstruction on radiation dose reduction and diagnostic accuracy of pediatric abdominal CT.

BACKGROUND: Since children are more radio-sensitive than adults, there is a need to minimize radiation exposure during CT exams. OBJECTIVE: To evaluate the effects of adaptive statistical iterative reconstruction (ASIR) on radiation dose reduction, image quality and diagnostic accuracy in pediatric abdominal CT. MATERIALS AND METHODS: We retrospectively reviewed the abdominal CT examinations of 41 children (24 boys and 17 girls; mean age: 10 years) with a low-dose radiation protocol and reconstructed with ASIR (the ASIR group). We also reviewed routine-dose abdominal CT examinations of 41 age- and sex-matched controls reconstructed with filtered-back projection (control group). Image quality was assessed objectively as noise measured in the liver, spleen and aorta, as well as subjectively by three pediatric radiologists for diagnostic acceptability using a four-point scale. Radiation dose and objective image qualities of each group were compared with the paired t-test. Diagnostic accuracy was evaluated by reviewing follow-up imaging studies and medical records in 2012 and 2013. RESULTS: There was 46.3% dose reduction of size-specific dose estimates in ASIR group (from 13.4 to 7.2 mGy) compared with the control group. Objective noise was higher in the liver, spleen and aorta of the ASIR group (P < 0.001). However, the subjective image quality was average or superior in 84-100% of studies. Only one image was subjectively rated as unacceptable by one reviewer. There was only one case with interpretational error in the control group and none in the ASIR group. CONCLUSION: Use of the ASIR technique resulted in greater than a 45% reduction in radiation dose without impairing subjective image quality or diagnostic accuracy in pediatric abdominal CT, despite increased objective image noise.

Prognosis of Patients With Ischemic Stroke With Prior Anticoagulant Therapy: Direct Oral Anticoagulants Versus Warfarin.

BACKGROUND: Direct oral anticoagulants (DOACs) have been the drug of choice for preventing ischemic stroke in patients with atrial fibrillation since 2014. In previous studies, the stroke risk while taking warfarin was 2 per 100 patient-years and 1.5% per year while taking DOACs. We hypothesized that even if ischemic stroke occurred during anticoagulation therapy with DOACs, the prognosis was likely to be better than that with warfarin. METHODS AND RESULTS: Data from 2002 to 2019, sourced from a nationwide claims database, were used to identify atrial fibrillation patients using International Classification of Diseases codes. Patients who experienced an ischemic stroke during anticoagulation were categorized by the drugs used (warfarin, dabigatran, apixaban, rivaroxaban, and edoxaban). The primary outcome was mortality within 3 months and 1 year after the ischemic stroke. Among the 9578 patients with ischemic stroke during anticoagulation, 3343 received warfarin, and 6235 received DOACs (965 dabigatran, 2320 apixaban, 1702 rivaroxaban, 1248 edoxaban). The DOACs group demonstrated lower risks of 3-month (adjusted hazard ratio [HR], 0.550, [95% CI, 0.473-0.639]; P<0.0001) and 1-year mortality (adjusted HR, 0.596 [95% CI, 0.536-0.663]; P<0.0001) than the warfarin group. Apixaban and edoxaban within the DOAC group exhibited particularly reduced 1-year mortality risk compared with other DOACs (P<0.0001). CONCLUSIONS: Our study confirmed that DOACs have a better prognosis than warfarin after ischemic stroke. The apixaban and edoxaban groups had a lower risk of death after ischemic stroke than the other DOAC groups.

Estimation of the Three Phases by Direct Cost of Care for Non-surviving Patients with Cancer: A National Population-based Patient-level Study.

Background: Determining the cost structure of medical care from diagnosis to the death of patients with cancer is crucial for establishing budgets to support patients with cancer. The breakdown of the cost estimation in distinct phases of survival is essential for optimizing the allocation of limited funds. Therefore, this study aims to examine the patterns of direct medical costs of cancer care associated with seven major cancer types and estimate cost thresholds to distinguish each phase based on the incurred cost. Methods: In this nationwide, population-based study, we used claims data from the National Health Insurance Service, Korea. Patients newly diagnosed with cancer since 2006 and who died in 2016-2017 were enrolled, and their use of medical services during cancer survival from at least 6 months up to 12 years was observed. The monthly cost exhibited a non-linear function with two unknown thresholds resembling a U-shape; therefore, we fitted three linear segment models. Individual costs were assessed by dividing the survival time into the initial, continuing, and terminal phases by estimated thresholds, and the average medical cost for each phase was calculated. Results: Based on survival durations of 12 years or less, the initial phase occurred within 1.1-4.8 months after diagnosis, while the terminal phase was observed in 1.4-4.7 months before death. The length of these two phases increased with the increased survival time of the patients. Medical costs in these phases ranged from $4067-7431 and $3127-6114 (US dollars), respectively, regardless of the variations in survival time. However, the average costs in the continuing phase were higher for patients with a short survival time. Conclusions: This study highlights the cost dynamics in cancer care through a breakdown of the phases of survival. It suggests that through a more refined definition of the initial and terminal phases, the average cost in these stages increases, indicating the significant implications of the findings for resource allocation and tailored financial support strategies for patients with cancer with varying prognoses.

Use of machine learning techniques for identifying ischemic stroke instead of the rule-based methods: a nationwide population-based study.

BACKGROUND: Many studies have evaluated stroke using claims data; most of these studies have defined ischemic stroke using an operational definition following the rule-based method. Rule-based methods tend to overestimate the number of patients with ischemic stroke. OBJECTIVES: We aimed to identify an appropriate algorithm for identifying stroke by applying machine learning (ML) techniques to analyze the claims data. METHODS: We obtained the data from the Korean National Health Insurance Service database, which is linked to the Ilsan Hospital database (n = 30,897). The performance of prediction models (extreme gradient boosting [XGBoost] or gated recurrent unit [GRU]) was evaluated using the area under the receiver operating characteristic curve (AUROC), the area under precision-recall curve (AUPRC), and calibration curve. RESULTS: In total, 30,897 patients were enrolled in this study, 3145 of whom (10.18%) had ischemic stroke. XGBoost, a tree-based ML technique, had the AUROC was 94.46% and AUPRC was 92.80%. GRU showed the highest accuracy (99.81%), precision (99.92%) and recall (99.69%). CONCLUSIONS: We proposed recurrent neural network-based deep learning techniques to improve stroke phenotyping. This can be expected to produce rapid and more accurate results than the rule-based methods.

Risk Factors and Characteristics of In-Hospital Falls After Spine Surgery: A Retrospective, Single-Center Cohort Study in the Republic of Korea.

Background: Falls after orthopaedic surgery can cause serious injuries, which lengthen hospital stays and increase medical expenses. This has prompted hospitals to implement various fall-prevention protocols. The aims of this study were to determine the incidence of in-hospital falls after spine surgery, to analyze the overall risk factors, to discern factors that have a major influence on falls, and to evaluate the effectiveness of the fall-prevention protocol that we implemented. Methods: This was a retrospective, single-center study including patients who underwent spine surgery from January 2011 to November 2021 at the National Health Insurance Service Ilsan Hospital (NHISIH) in Goyang, Republic of Korea. Reported falls among these patients were examined. Patient demographics; surgery type, date, and diagnosis; and fall date and time were evaluated. Results: Overall, 5,317 spine surgeries were performed, and 128 in-hospital falls were reported (overall incidence: 2.31%). From the multivariable analyses, older age and American Society of Anesthesiologists (ASA) score were identified as independent risk factors for in-hospital patient falls (multivariable adjusted hazard ratio [aHR] for age 70 to 79 years, 1.021 [95% confidence interval (CI), 1.01 to 1.031]; for age ≥80 years, 1.035 [1.01 to 1.06]; and for ASA score of 3, 1.02 [1.01 to 1.031]). Similar results were seen in the subgroup who underwent primary surgery. Within 2 weeks following surgery, the highest frequency of falls occurred at 3 to 7 days postoperatively. The lowest fall rate was observed in the evening (6 to 10 p.m.). Morbidities, including rib, spine, and extremity fractures, were recorded for 14 patients, but none of these patients underwent operative treatment related to the fall. The NHISIH implemented a comprehensive nursing care service in May 2015 and a fall protocol in May 2017, but the annual incidence rate did not improve. The fall rate was higher after thoracolumbar surgeries (2.47%) than after cervical surgeries (1.20%). Moreover, a higher fall rate was observed in thoracolumbar cases with a greater number of fusion levels and revision spine surgeries. Conclusions: Patients with advanced age, more comorbidities, a greater number of fusion levels, and revision surgeries and who are female are more vulnerable to in-hospital falls after spine surgery. Novel strategies that target these risk factors are warranted. Level of Evidence: Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Exercise-activated hepatic autophagy via the FN1-α5ß1 integrin pathway drives metabolic benefits of exercise.

How exercise elicits systemic metabolic benefits in both muscles and non-contractile tissues is unclear. Autophagy is a stress-induced lysosomal degradation pathway that mediates protein and organelle turnover and metabolic adaptation. Exercise activates autophagy in not only contracting muscles but also non-contractile tissues including the liver. However, the role and mechanism of exercise-activated autophagy in non-contractile tissues remain mysterious. Here, we show that hepatic autophagy activation is essential for exercise-induced metabolic benefits. Plasma or serum from exercised mice is sufficient to activate autophagy in cells. By proteomic studies, we identify fibronectin (FN1), which was previously considered as an extracellular matrix protein, as an exercise-induced, muscle-secreted, autophagy-inducing circulating factor. Muscle-secreted FN1 mediates exercise-induced hepatic autophagy and systemic insulin sensitization via the hepatic receptor α5ß1 integrin and the downstream IKKα/ß-JNK1-BECN1 pathway. Thus, we demonstrate that hepatic autophagy activation drives exercise-induced metabolic benefits against diabetes via muscle-secreted soluble FN1 and hepatic α5ß1 integrin signaling.

Long-term stroke and major bleeding risk in patients with non-valvular atrial fibrillation: A comparative analysis between non-vitamin K antagonist oral anticoagulants and warfarin using a clinical data warehouse.

Introduction: Non-vitamin K antagonist oral anticoagulants (NOACs) has been the drug of choice for preventing ischemic stroke in patients with atrial fibrillation (AF) since 2014. Many studies based on claim data revealed that NOACs had comparable effect to warfarin in preventing ischemic stroke with fewer hemorrhagic side effects. We analyzed the difference in clinical outcomes according to the drugs in patients with AF based on the clinical data warehouse (CDW). Methods: We extracted data of patients with AF from our hospital's CDW and obtained clinical information including test results. All claim data of the patients were extracted from National Health Insurance Service, and dataset was constructed by combining it with CDW data. Separately, another dataset was constructed with patients who could obtain sufficient clinical information from the CDW. The patients were divided NOAC and warfarin groups. The occurrence of ischemic stroke, intracranial hemorrhage, gastrointestinal bleeding, and death were confirmed as clinical outcome. The factors influencing the risk of clinical outcomes were analyzed. Results: The patients who were diagnosed AF between 2009 and 2020 were included in the dataset construction. In the combined dataset, 858 patients were treated with warfarin, 2,343 patients were treated with NOACs. After the diagnosis of AF, the incidence of ischemic stroke during follow-up was 199 (23.2%) in the warfarin group, 209 (8.9%) in the NOAC group. Intracranial hemorrhage occurred in 70 patients (8.2%) among the warfarin group, 61 (2.6%) of the NOAC group. Gastrointestinal bleeding occurred in 69 patients (8.0%) in the warfarin group, 78 patients (3.3%) in the NOAC group. NOAC's hazard ratio (HR) of ischemic stroke was 0.479 (95% CI 0.39-0.589, p < 0.0001), HR of intracranial hemorrhage was 0.453 (95% CI 0.31-0.664, p < 0.0001), and HR of gastrointestinal bleeding was 0.579 (95% CI 0.406-0.824, p = 0.0024). In the dataset constructed using only CDW, the NOAC group also had a lower risk of ischemic stroke and intracranial hemorrhage than warfarin group. Conclusions: In this CDW based study, NOACs are more effective and safer than warfarin in patients with AF even with long-term follow-up. NOACs should be used to prevent ischemic stroke in patients with AF.

Variations in the morphology of apical constriction affecting electronic readings: An in vitro investigation using 3D-printed tooth models.

We investigated the interference of apical constriction position and diameter on the accuracy of electronic apex locators using 3D-printed tooth models. Single-rooted tooth models with the same length, canal taper and major foramen, but variation in apical constriction position or size, were designed and 3D-printed. A mounting model was custom-made for precise measurement of both marks (0.5 and APEX/0.0) of two electronic apex locators. The electronic measurements of both devices were correlated significantly to the major foramen rather than apical constriction. The mean measurements of the group with 0.45 mm in apical constriction width were significantly shorter than those of the other groups for both marks of the two devices (p < 0.05). The variations in apical constriction position and width negatively affected the precision of the 0.5 mark of the tested devices. The 0.0 or APEX mark was consistently located the major foramen.