Presence Of Independent Risk Factors Research Articles

Nomogram model for predicting cancer-specific mortality in patients with early-onset colorectal cancer: a competing risk analysis insight from the SEER database and an external validation cohort.

Early-onset colorectal cancer (EOCRC) is increasing in incidence and poses a growing threat. Urgent research is needed, especially in survival analysis, to enhance comprehension and treatment strategies. This study aimed to explore the risk factors associated with cancer-specific mortality (CSM) and other-cause mortality (OCM) in patients with EOCRC. Additionally, the study aimed to develop a nomogram predicting CSM using a competitive risk model and validate its accuracy through the use of training, using internal and external cohorts. Data from EOCRC patients were collected from the Surveillance, Epidemiology, and End Results (SEER) database (2008-2017). EOCRC patients who were treated at a tertiary hospital in northeast China between 2014 and 2020 were also included in the study. The SEER data were divided into the training and validation sets at a 7:3 ratio. A univariate Cox regression model was employed to identify prognostic factors. Subsequently, multivariate Cox regression models were applied to ascertain the presence of independent risk factors. A nomogram was generated to visualize the results, which were evaluated using the concordance index (C-index), area under the curve (AUC), and calibration curves. The clinical utility was assessed via decision curve analysis (DCA). Multivariable Cox regression analysis demonstrated that factors such as race, tumor differentiation, levels of carcinoembryonic antigen (CEA), marital status, histological type, American Joint Committee on Cancer (AJCC) stage, and surgical status were independent risk factors for CSM in EOCRC patients. In addition, age, gender, chemotherapy details, CEA levels, marital status, and AJCC stage were established as independent risk factors for OCM in individuals diagnosed with EOCRC. A nomogram was developed using the identified independent risk factors, demonstrating excellent performance with a C-index of 0.806, 0.801, and 0.810 for the training, internal validation, and external validation cohorts, respectively. The calibration curves and AUC further confirmed the accuracy and discriminative ability of the nomogram. Furthermore, the DCA results indicated that the model had good clinical value. In this study, a competing risk model for CSM was developed in EOCRC patients. The model demonstrates a high level of predictive accuracy, providing valuable insights into the treatment decision-making process.

Cryptocurrency Sectorization through Clustering and Web-Scraping: Application to Systematic Trading

A prospective study was undertaken to identify clinical, radiographical, haematological and biochemical profiles of severe acute respiratory syndrome (SARS) patients. A prediction rule, which demarcates low from high risk patients for SARS in an outbreak situation was developed. A total of 295 patients with unexplained respiratory illnesses, admitted to Queen Mary Hospital, Hong Kong SAR, China, in March to July 2003, were evaluated for clinical, radiological, haematological and alanine transaminase (ALT) data daily for 3 days after hospitalisation. In total, 44 cases were subsequently confirmed to have SARS by RT-PCR (68.2%) and serology (100%). The scoring system of attributing 11, 10, 3, 3 and 3 points to the presence of independent risk factors, namely: epidemiological link, radiographical deterioration, myalgia, lymphopenia and elevated ALT respectively, generated high and low-risk (total score 11–30 and 0–10, respectively) groups for SARS. The sensitivity and specificity of this prediction rule in positively identifying a SARS patient were 97.7 and 81.3%, respectively. The positive and negative predictive values were 47.8 and 99.5%, respectively. The prediction rule appears to be helpful in assessing suspected patients with severe acute respiratory syndrome at the bedside, and should be further validated in other severe acute respiratory syndrome cohorts.

Frequency and main risk factors of ventral site hernia development in patients liver transplantation

Introduction: Frequency and main risk factors of ventral site hernia development in patients liver transplantation Frequency and main risk factors of ventral site hernia development in patients liver transplantation. Method: Data collection involved the review of age, body mass index (BMI), smoking, and the presence of additional medical disorders, operative complications, postoperative care, surgical infections (SI), chemotherapy, and duration of follow-up. Appropriate statistical tests were used. Result: Thirty-five patients were operated with midline incisions. 5 patients had VSH with a rate of 25% incidence. In our study, the main risk factors as age, BMI, operative complications, SI, chemotherapy, and duration of follow-up were statistically significant. Conclusion: The presence of independent risk factors should be taken over by an oncologist in order to prevent the formation of VSH in a long-term follow-up. In the following studies it remains to provide evidence that, in the presence of several risk factors, the use of individual treatments (using meshes, etc.) is necessary.

A prediction rule for clinical diagnosis of severe acute respiratory syndrome

A prospective study was undertaken to identify clinical, radiographical, haematological and biochemical profiles of severe acute respiratory syndrome (SARS) patients. A prediction rule, which demarcates low from high risk patients for SARS in an outbreak situation was developed. A total of 295 patients with unexplained respiratory illnesses, admitted to Queen Mary Hospital, Hong Kong SAR, China, in March to July 2003, were evaluated for clinical, radiological, haematological and alanine transaminase (ALT) data daily for 3 days after hospitalisation. In total, 44 cases were subsequently confirmed to have SARS by RT-PCR (68.2%) and serology (100%). The scoring system of attributing 11, 10, 3, 3 and 3 points to the presence of independent risk factors, namely: epidemiological link, radiographical deterioration, myalgia, lymphopenia and elevated ALT respectively, generated high and low-risk (total score 11-30 and 0-10, respectively) groups for SARS. The sensitivity and specificity of this prediction rule in positively identifying a SARS patient were 97.7 and 81.3%, respectively. The positive and negative predictive values were 47.8 and 99.5%, respectively. The prediction rule appears to be helpful in assessing suspected patients with severe acute respiratory syndrome at the bedside, and should be further validated in other severe acute respiratory syndrome cohorts.

Morbidity and Mortality After Radical and Palliative Pancreatic Cancer Surgery

Objective To analyze the morbidity and mortality after radical and palliative pancreatic cancer surgery in Norway, especially the risk factors. Summary background data A prospective multicenter study between 1984-1987 including only histologically or cytologically verified adenocarcinoma of the pancreas (N = 442) or the papilla of Vater (N = 30); 84 patients (19%) with pancreatic carcinoma and 24 patients (80%) with papilla carcinoma underwent radical operations. A palliative procedure was performed in 252 patients (53%). Methods Clinical data, surgical procedures and the following morbidity and mortality were recorded on standardized forms. The risk factors were analyzed by a logistic multiple regression model. Results The morbidity, reoperation, and mortality rates were 43, 18, and 11% after radical surgery and 23, 4, and 14% after palliative surgery. Karnofsky's index was the sole independent risk factor for death after radical surgery. Splenectomy, age, and TNM stage influenced morbidity. Diabetes, Karnofsky's index, and liver metastases were risk factors in palliative surgery. Conclusions The morbidity and mortality risks were comparable between total pancreatectomy and a Whipple's procedure and between biliary and a double bypass. Preoperative biliary drainage had no impact on the risks and may be abandoned. High age is a relative and a low Karnofsky's index an absolute contraindication for radical surgery. Nonsurgical palliation of jaundice should be considered according to the presence of independent risk factors.

Morbidity and Mortality After Radical and Palliative Pancreatic Cancer Surgery Risk Factors Influencing the Short-Term Results

To analyze the morbidity and mortality after radical and palliative pancreatic cancer surgery in Norway, especially the risk factors. A prospective multicenter study between 1984-1987 including only histologically or cytologically verified adenocarcinoma of the pancreas (N = 442) or the papilla of Vater (N = 30); 84 patients (19%) with pancreatic carcinoma and 24 patients (80%) with papilla carcinoma underwent radical operations. A palliative procedure was performed in 252 patients (53%). Clinical data, surgical procedures and the following morbidity and mortality were recorded on standardized forms. The risk factors were analyzed by a logistic multiple regression model. The morbidity, reoperation, and mortality rates were 43, 18, and 11% after radical surgery and 23, 4, and 14% after palliative surgery. Karnofsky's index was the sole independent risk factor for death after radical surgery. Splenectomy, age, and TNM stage influenced morbidity. Diabetes, Karnofsky's index, and liver metastases were risk factors in palliative surgery. The morbidity and mortality risks were comparable between total pancreatectomy and a Whipple's procedure and between biliary and a double bypass. Preoperative biliary drainage had no impact on the risks and may be abandoned. High age is a relative and a low Karnofsky's index an absolute contraindication for radical surgery. Nonsurgical palliation of jaundice should be considered according to the presence of independent risk factors.