Minimal Clinically Important Difference (MCID) in the Functional Status Measures in Patients with Stroke: Inverse Probability Treatment Weighting.

This study proposed to evaluate the temporal trend, define the minimal clinically important difference (MCID) for five functional status measures, and identify risk factors for reaching deterioration in the MCID. This prospective cohort study analyzed 680 patients with ischemic stroke and 151 patients with hemorrhagic stroke at six hospitals between April 2015 and October 2021. All patients completed the functional status measures before rehabilitation (baseline), and at the 12th week and 2nd year after rehabilitation. Patients in the post-acute care (PAC) group exhibited significantly larger improvements for the functional status measures compared to those in the non-PAC group (p < 0.05). Patients with hemorrhagic stroke also displayed larger improvements in the functional status measures when compared to patients with ischemic stroke. Furthermore, the improvement in MCID ranged from 0.01 to 16.18 points when comparing baseline and the 12th week after rehabilitation, but the deterioration in MCID ranged from 0.38 to 16.12 points. Simultaneously, assessing the baseline and the second year after rehabilitation, the improvement in MCID ranged from 0.01 to 18.43 points, but the deterioration in MCID ranged from 0.68 to 17.26 points. Additionally, the PAC program, age, education level, body mass index, smoking, readmission within 30 days, baseline functional status score, use of Foley catheter and nasogastric tube, as well as a history of previous stroke are significantly associated with achieving deterioration in MCID (p < 0.05). These findings suggest that if the mean change scores of the functional status measures have reached the thresholds, the change scores can be perceived by patients as clinically important.

Inverse Probability of Treatment Weighting in 5-Year Quality-of-Life Comparison among Three Surgical Procedures for Hepatocellular Carcinoma.

This prospective longitudinal cohort study analyzed long-term changes in individual subscales of quality-of-life (QOL) measures and explored whether these changes were related to effective QOL predictors after hepatocellular carcinoma (HCC) surgery. All 520 HCC patients in this study had completed QOL surveys before surgery and at 6 months, 2 years, and 5 years after surgery. Generalized estimating equation models were used to compare the 5-year QOL among the three HCC surgical procedures. The QOL was significantly (p < 0.05) improved at 6 months after HCC surgery but plateaued at 2−5 years after surgery. In postoperative surveys, the effect size was largest in the nausea and vomiting subscales in patients who had received robotic surgery, and the effect size was smallest in the dyspnea subscale in patients who had received open surgery. It revealed the following explanatory variables for postoperative QOL: surgical procedure type, gender, age, hepatitis C, smoking, tumor stage, postoperative recurrence, and preoperative QOL. The comparisons revealed that, when evaluating QOL after HCC surgery, several factors other than the surgery itself should be considered. The analysis results also implied that postoperative quality of life might depend not only on the success of the surgical procedure, but also on preoperative quality of life.

Effect of referral systems on costs and outcomes after hip fracture surgery in Taiwan.

OBJECTIVE: To explore the economic burdens of hip fracture surgery in patients referred to lower-level medical institutions and to evaluate how referral systems affect costs and outcomes of hip fracture surgery. DESIGN: A nationwide population-based retrospective cohort study. SETTING: All hospitals in Taiwan. PARTICIPANTS: A total of 7500 patients who had received hip fracture surgery (International Classification of Disease, 9th Revision, Clinical Modification (ICD-9-CM) diagnostic codes 820.0 ∼ 820.9 and procedure codes 79.15, 79.35, 81.52, 81.53) performed in 1997 to 2013. MAIN OUTCOME MEASURES: Total costs including outpatient costs, inpatient costs and total medical costs and medical outcomes including 30-day readmission, 90-day readmission, infection, dislocation, revision and mortality. RESULTS: The patients were referred to a lower medical institution after hip fracture surgery (downward referral group) and 3034 patients continued treatment at the same medical institution (non-referral group). Demographic characteristics, clinical characteristics and institutional characteristics were significantly associated with postoperative costs and outcomes (P < 0.05). On average, the annual healthcare cost was New Taiwan Dollars (NT$)2262 per patient lower in the downward referral group compared with the non-referral group. The annual economic burdens of the downward referral group approximated NT$241 million (2019 exchange rate, NT$30.5 = US$1). CONCLUSIONS: Postoperative costs and outcomes of hip fracture surgery are related not only to demographic and clinical characteristics, but also to institutional characteristics. The advantages of downward referral after hip fracture surgery can save huge medical costs and provide a useful reference for healthcare authorities when drafting policies for the referral system.

Artificial Neural Network and Cox Regression Models for Predicting Mortality after Hip Fracture Surgery: A Population-Based Comparison.

This study purposed to validate the accuracy of an artificial neural network (ANN) model for predicting the mortality after hip fracture surgery during the study period, and to compare performance indices between the ANN model and a Cox regression model. A total of 10,534 hip fracture surgery patients during 1996-2010 were recruited in the study. Three datasets were used: a training dataset (n = 7,374) was used for model development, a testing dataset (n = 1,580) was used for internal validation, and a validation dataset (1580) was used for external validation. Global sensitivity analysis also was performed to evaluate the relative importances of input predictors in the ANN model. Mortality after hip fracture surgery was significantly associated with referral system, age, gender, urbanization of residence area, socioeconomic status, Charlson comorbidity index (CCI) score, intracapsular fracture, hospital volume, and surgeon volume (p < 0.05). For predicting mortality after hip fracture surgery, the ANN model had higher prediction accuracy and overall performance indices compared to the Cox model. Global sensitivity analysis of the ANN model showed that the referral to lower-level medical institutions was the most important variable affecting mortality, followed by surgeon volume, hospital volume, and CCI score. Compared with the Cox regression model, the ANN model was more accurate in predicting postoperative mortality after a hip fracture. The forecasting predictors associated with postoperative mortality identified in this study can also bae used to educate candidates for hip fracture surgery with respect to the course of recovery and health outcomes.

Mortality predicted accuracy for hepatocellular carcinoma patients with hepatic resection using artificial neural network.

The aim of this present study is firstly to compare significant predictors of mortality for hepatocellular carcinoma (HCC) patients undergoing resection between artificial neural network (ANN) and logistic regression (LR) models and secondly to evaluate the predictive accuracy of ANN and LR in different survival year estimation models. We constructed a prognostic model for 434 patients with 21 potential input variables by Cox regression model. Model performance was measured by numbers of significant predictors and predictive accuracy. The results indicated that ANN had double to triple numbers of significant predictors at 1-, 3-, and 5-year survival models as compared with LR models. Scores of accuracy, sensitivity, specificity, and area under the receiver operating characteristic curve (AUROC) of 1-, 3-, and 5-year survival estimation models using ANN were superior to those of LR in all the training sets and most of the validation sets. The study demonstrated that ANN not only had a great number of predictors of mortality variables but also provided accurate prediction, as compared with conventional methods. It is suggested that physicians consider using data mining methods as supplemental tools for clinical decision-making and prognostic evaluation.

Is wider surgical margin justified for better clinical outcomes in patients with resectable hepatocellular carcinoma?

BACKGROUND/PURPOSE: Surgical resection for hepatocellular carcinoma (HCC) is regarded as a curable treatment; however, the postoperative recurrence still poses a challenge to surgeons. The effect of surgical margin on long-term outcome is still controversial, although it has been considered as the treatment-related risk factor for recurrence. A precise assessment of the effects of surgical margin on clinical outcome is required to clarify the issue. METHODS: A retrospective study was conducted on 407 patients with microscopically complete resection of HCC; they were divided into three groups with surgical margin negative by 1-5 mm (Group A, n = 156), 6-10 mm (Group B, n = 109), and wider than 10 mm (Group C, n = 142). The groups were compared for clinicopathologic characteristics, perioperative features, postoperative recurrence, and long-term outcome. RESULTS: The median follow-up time for all patients was 72.97 months. Recurrence rates were similar among these groups. There was no significant difference in the overall 1-, 3-, and 5-year actual survival rates for the groups on the log-rank test (p = 0.073). After controlling the independent risks for disease-free survival, there was also no significant difference in the 1-, 3-, and 5-year disease-free survival rates for the groups (p = 0.354). The patients with wider surgical margin had worse perioperative outcomes; more patients in this group needed blood transfusion (p < 0.001) and more patients suffered from postoperative complications (p = 0.020). They also had higher in-hospital mortality rate than that of other groups (1.41% vs. 0.64%). CONCLUSION: No superiority was seen in patients with wider surgical margin in either perioperative features or long-term outcome.

Disease-free survival after hepatic resection in hepatocellular carcinoma patients: a prediction approach using artificial neural network.

BACKGROUND: A database for hepatocellular carcinoma (HCC) patients who had received hepatic resection was used to develop prediction models for 1-, 3- and 5-year disease-free survival based on a set of clinical parameters for this patient group. METHODS: The three prediction models included an artificial neural network (ANN) model, a logistic regression (LR) model, and a decision tree (DT) model. Data for 427, 354 and 297 HCC patients with histories of 1-, 3- and 5-year disease-free survival after hepatic resection, respectively, were extracted from the HCC patient database. From each of the three groups, 80% of the cases (342, 283 and 238 cases of 1-, 3- and 5-year disease-free survival, respectively) were selected to provide training data for the prediction models. The remaining 20% of cases in each group (85, 71 and 59 cases in the three respective groups) were assigned to validation groups for performance comparisons of the three models. Area under receiver operating characteristics curve (AUROC) was used as the performance index for evaluating the three models. CONCLUSIONS: The ANN model outperformed the LR and DT models in terms of prediction accuracy. This study demonstrated the feasibility of using ANNs in medical decision support systems for predicting disease-free survival based on clinical databases in HCC patients who have received hepatic resection.

Solitary necrotic nodule with larval infestation in the liver on F-18 FDG PET/CT.

We present the case of a 64-year-old woman who suffered from occasional right upper abdominal pain for several months. Both abdominal ultrasonography and magnetic resonance imaging showed a hepatic mass of indeterminate nature. F-18 FDG PET/CT showed a solitary hypermetabolic mass in the liver; a malignancy was therefore suspected. Her hepatic tumor was resected; it was a solitary necrotic nodule with larval infestation but no evidence of malignancy.

CKS1B overexpression implicates clinical aggressiveness of hepatocellular carcinomas but not p27(Kip1) protein turnover: an independent prognosticator with potential p27 (Kip1)-independent oncogenic attributes?

BACKGROUND: Through data mining the Stanford Microarray Database, the CKS1B transcript was found to be frequently upregulated in hepatocellular carcinomas (HCCs) with low alpha-fetal protein (AFP) expression. Together with SKP2, CKS1B is known to implicate p27(Kip1) protein turnover promoting cell-cycle progression. METHODS: CKS1B, p27(Kip1), and SKP2 were immunostained in 75 HCCs and correlated with clinicopathological features, local recurrence-free survival (LRFS), and overall survival (OS). Silencing of CKS1B and SKP2 with interference short-hairpin RNA (shRNA) was performed in SK-Hep1 and Hep-3B cell lines. RESULTS: Immunohistochemically, increased CKS1B and SKP2, and attenuated p27(Kip1) were all associated with tumor multiplicity (P < 0.05) and increasing American Joint Committee on Cancer (AJCC) stage (P < 0.05). Overexpression of CKS1B significantly correlated with advanced Okuda stages (P = 0.048) and SKP2 overexpression (P = 0.047). Neither CKS1B nor SKP2 was inversely related to p27(Kip1), which was reinforced by no alteration in p27(Kip1) abundance in HCC-derived cells with CKS1B or SKP2 silencing. Both CKS1B overexpression (P = 0.0011 and P = 0.0017) and p27(Kip1) attenuation (P = 0.0079 and P = 0.0085) were predictive of OS and LRFS, respectively, while SKP2 overexpression was associated with worse OS alone (P = 0.0043). Combined assessment of CKS1B and p27(Kip1) was able to robustly distinguish three prognostically different groups (P < 0.0001). In multivariate comparison, CKS1B overexpression represented the strongest independent adverse prognosticator [OS, P = 0.0235, hazard ratio (HR): 4.193; LRFS, P = 0.0204, HR: 4.262], followed by p27(Kip1) attenuation (OS, P = 0.0320, HR: 2.553; LRFS, P = 0.0262, HR: 2.533). CONCLUSIONS: CKS1B protein overexpression in HCCs is implicated in clinical aggressiveness but not in p27(Kip1) turnover, implying presence of p27(Kip1)-independent oncogenic attributes. The combined assessment of CKS1B and p27(Kip1) immunoexpressions effectively risk-stratifies HCCs with different prognoses, which may aid in the management of this deadly malignancy.

The effect of preoperative transarterial chemoembolization of resectable hepatocellular carcinoma on clinical and economic outcomes.

BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most malignant cancers in the world. The effect of preoperative transarterial chemoembolization (TACE) for resectable HCC is still controversial and cost-associated treatments are unknown. METHODS: We retrospectively compared clinical outcomes and resource utilization after liver resection between patients who underwent preoperative TACE (TACE-LR group, n = 114) and those who did not (LR group, n = 236). RESULTS: The overall mortality rate was 27.54% for the LR group versus 39.47% for the TACE-LR group (P < 0.05). The overall recurrent rates were 29.36% for the LR group versus 35.90% for the TACE-LR group (P > 0.05). Multivariate Cox regression analysis showed that preoperative TACE was a significant risk factor (P = 0.002, HR = 1.995, 95% CI 1.297-3.069) for overall long-term survival for HCC. The TACE-LR group had longer mean lengths of stay and higher hospital charges, both at index hospitalization and at 6 months for follow-up. CONCLUSION: Preoperative TACE is not only associated with higher medical utilizations, but it is also correlated with higher mortality rates over a 5-year period. The preoperative TACE does not benefit patients with resectable HCC. The golden standard or clinical guidelines should be developed to provide better clinical decisions and decision support for HCC patients.

Laparoscopic liver surgery for patients with hepatocellular carcinoma.

BACKGROUND: Laparoscopic hepatectomy is feasible for hepatocellular carcinoma (HCC) today. This is a retrospective study of the patients with HCC treated by liver resection with a totally laparoscopic approach. METHODS: This study recruited 116 patients (92 male, 24 female) that underwent laparoscopic liver resection (LR) for HCC. Patients were divided into two groups: group I: (n = 97, 78 male,19 female) those with a volume of resection less than two segments; group II: (n = 19, 14 male, 5 female) those with a volume of resection of more than two segments. The distribution of the tumor-node-metastasis (TNM) stage of patients in the two groups was not significantly different. RESULTS: Patients resumed full diet on the second or third day after the operation, and the average length of hospital stay was 6 days. The operation time was 152.4 +/- 336.3 min and 175.8 +/- 57.4 min, while blood loss was 101.6 +/- 324.4 mL and 329.2 +/- 338.0 ml, for groups I and II, respectively. Five patients (5.2%) in group I and three patients (15.8%) in group II required blood transfusion (p = 0.122). The mortality rate was zero among our patients and complication rates were 6.2% and 5.2% for groups I and II, respectively. The 1-year, 3-year, and 5-year survival rates were 85.4%, 66.4%, and 59.4% for group I, and 94.7%, 74.2%, and 61.7% for group II, respectively, with no significant difference between two groups (p = 0.1237). CONCLUSION: Laparoscopic liver resection is a procedure of significant risk and is more technically demanding in comparison with traditional open method. There was no significant difference in survival rates, based on the volume of resection. Laparoscopic surgery should be performed in selected patients as the postoperative quality of life of patients is better than that with open resection.

Radiofrequency ablation for treatment of hepatocellular carcinoma with cirrhosis.

BACKGROUND/AIMS: The majority of hepatocellular carcinoma patients with cirrhosis are not candidates for surgical resection, and local thermal therapy producing destruction of cancer cells was one of the ideal options for treatment. Heat from radiofrequency ablation is generated through agitation caused by an alternating electrical current. The heat of radiofrequency energy results in local cell coagulation and causes cellular ablation necrosis of tumor tissue. METHODOLOGY: Eighteen cases of hepatocellular carcinoma were treated with radiofrequency ablation in our institute. We used a RFA 2000 generator (Boston Scientific Co, USA) with LeVeen needle with the maximum diameter of 3.5 cm when the array electrodes were fanned out. The indications for this method included; i) normal prothrombin profile, ii) no ascites, iii) tumor can be detected and approached by ultrasound, iv) tumor cannot be resected or patient is not willing to take the operation. RESULTS: No specific complication was noted during or after the procedure. Only two cases needed more analgesics after the procedure. One case was found with burning of the stomach serosa proved by laparoscopic examination, in which radiofrequency ablation was performed to the tumor located in the left lobe of the segment 3. Impedance could not raise up completely in two cases with larger size tumor more than 5 cm. The decreased levels of alpha-fetoprotein were significant (P = 0.005) after radiofrequency ablation treatment. Residual tumor was found in four cases (20%) in the follow-up abdominal computed tomography scan. CONCLUSIONS: Radiofrequency ablation resulted in a higher rate of complete necrosis of tumor tissue and the complication rate was low as well. Therefore, we believed that radiofrequency ablation is an ideal treatment modality for most liver tumors, which cannot tolerate the conventional surgical procedures.