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1.
Thorac Cardiovasc Surg ; 69(7): 621-629, 2021 Oct.
Article in English | MEDLINE | ID: mdl-31604357

ABSTRACT

BACKGROUND: In patients undergoing coronary artery bypass grafting (CABG), wide variability in transfusion rate (7.8% to 92.8%) raises the question of the amount of unnecessary transfusions. The aim of the study was (1) to identify CABG patients at low risk of bleeding to whom transfusion treatment should be avoided and (2) to calculate the amount of possible cost savings that would be achieved by avoiding transfusion in low bleeding risk patients. METHODS: This retrospective observational study enrolled patients undergoing isolated elective CABG from January 2010 to January 2018. Patients were divided with respect to the presence of excessive bleeding and transfusion costs were compared between the two groups. Predictors for postoperative excessive bleeding were defined and multivariable logistic regression analysis and risk modeling were performed. The use of a model to predict patients at low risk of bleeding allowed for the estimation of transfusion cost savings assuming the patients who were found to be at low risk of bleeding should not be transfused. RESULTS: A total of 1,426 patients were enrolled in the analysis. Of those, 28.3% had excessive postoperative bleeding. The multivariate logistic regression analysis model was developed to identify/predict patients without excessive bleeding (receiver operating characteristic curve analysis, area under the curve 72.3%, p < 0.001). When applied to the existing database, the use of the developed model identifying patients at low risk of bleeding may result in a 39.1% reduction of transfusions. Specifically, cost savings would be 48.2% for packed red blood cells, 38.9% for fresh frozen plasma, 10.9% for platelets concentrate, and 17.9% for fibrinogen concentrate. CONCLUSION: The clinical and economic burdens associated with unnecessary transfusions are significant. Avoiding transfusion in CABG patients found to be at low risk of bleeding may result in significant reduction of transfusion rate and transfusion-associated costs.


Subject(s)
Blood Transfusion , Postoperative Hemorrhage , Coronary Artery Bypass/adverse effects , Costs and Cost Analysis , Humans , Postoperative Hemorrhage/diagnosis , Postoperative Hemorrhage/etiology , Postoperative Hemorrhage/therapy , Treatment Outcome
2.
Croat Med J ; 60(1): 20-25, 2019 Feb 28.
Article in English | MEDLINE | ID: mdl-30825274

ABSTRACT

AIM: To identify the risk factors of a repeated episode of severe febrile neutropenia (FN) and to build an accurate and easy-to-use predictive model. METHODS: This single-center retrospective cohort study conducted at the Clinical Hospital Center Children's Hospital Rijeka from January 1, 2008 to December 31, 2016 included pediatric patients with malignant diseases who experienced at least one FN episode. The association of the second severe FN episode appearance with relevant clinical and laboratory data was analyzed by logistic regression. RESULTS: Out of 45 patients with one FN episode, 25 (56%) had severe FN and 11 (24%) had repeated severe FNs. Significant predictors of a repeated severe FN episode were the first FN episode duration of 9 or more days and red blood cells ≤3.0×1012/L. The predictive model constructed by crossing these two indicators had the accuracy of 87% (95% confidence interval [CI] 73%-94%), sensitivity of 82% (95% CI 53%-97%), and specificity of 88% (95% CI 79%-93%). CONCLUSION: The first FN episode duration and anemia are significantly associated with the risk for severe FN re-occurrence. These factors may be useful in the identification of children with cancer who are at high risk for adverse outcome at any future fever onset and may benefit from early intensive treatment.


Subject(s)
Febrile Neutropenia/epidemiology , Neoplasms/epidemiology , Adolescent , Anemia/epidemiology , Child , Child, Preschool , Croatia , Female , Humans , Logistic Models , Male , Retrospective Studies , Risk Factors , Severity of Illness Index , Syndrome
3.
Mult Scler Relat Disord ; 46: 102588, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33296984

ABSTRACT

BACKGROUND: Late-onset multiple sclerosis (LOMS) is associated with faster disability progression than persons with adult-onset MS (PwAOMS). The differences in brain atrophy are currently unknown. OBJECTIVES: To determine MRI-derived atrophy rates in persons with late-onset MS (PwLOMS) and compare them to an age-matched and disease duration-matched sample of PwAOMS. METHODS: 870 persons with MS (290 PwLOMS, 290 age-matched PwAOMS, and 290 disease duration-matched PwAOMS), and 150 healthy controls (HCs), were followed for 5 years and 3 years, respectively. Cross-sectional and longitudinal measures of T2-lesion volume (LV), lateral ventricular volume (LVV) and whole brain volume (WBV) were derived. Expanded Disability Status Scale (EDSS) and Multiple Sclerosis Severity Score (MSSS) were calculated. Both analyses were corrected for false discovery rate. RESULTS: Persons with MS exhibited significantly greater annualized WBV loss (-0.88% vs. -0.38%, p<0.001) and annualized LVV expansion (3.1% vs. 1.7%, p=0.002) when compared to HCs. PwLOMS had significantly higher baseline and follow-up median MSSS when compared to both age-matched and disease duration-matched PwAOMS (p<0.026). PwLOMS showed significantly greater percent LVV change (14.3% vs. 9.3% p=0.001) and greater annualized percent LVV change (4.1% vs. 1.6%, p<0.001) compared to age-matched PwAOMS. CONCLUSION: PwLOMS had higher MSSS and greater ventricle expansion when compared to PwAOMS.


Subject(s)
Multiple Sclerosis , Adult , Atrophy/pathology , Brain/diagnostic imaging , Brain/pathology , Child, Preschool , Cross-Sectional Studies , Disability Evaluation , Disease Progression , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/epidemiology , Multiple Sclerosis/pathology
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