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1.
Am J Manag Care ; 29(12 Suppl): S227-S235, 2023 10.
Article in English | MEDLINE | ID: mdl-37844322

ABSTRACT

OBJECTIVES: Evaluate the clinical utility of a precision-guided dosing test for infliximab (IFX) and its impact on treatment decision-making for inflammatory bowel disease (IBD). STUDY DESIGN: Prospective, multisite, clinical experience program. METHODS: Health care providers were given access to PredictrPK IFX, a precision-guided dosing test, for their patients with IBD on maintenance IFX therapy. Blood samples were drawn 20 to 56 days post infusion. A Bayesian data assimilation tool used clinical and serologic data to generate individual pharmacokinetic profiles and forecast trough IFX. Results were reported to providers to aid in-therapy management decisions and the decision-making process was assessed through questionnaires. Relationships between forecasted IFX concentration, disease activity, and therapy management decisions were analyzed by logistic regression. RESULTS: PredictrPK IFX was used for 275 patients with IBD by 37 providers. In 58% of cases, providers modified treatment plans based on the results, including dose modifications (41%; of these, one-third decreased dose) and discontinuation (8%) of IFX. Of the 42% where treatment was not modified, 97.5% had IFX levels of 5 µg/mL or greater. Patients with IFX concentrations less than 5 µg/mL were 3 and 7.3 times more likely to have active disease or discontinue IFX, respectively. There was unanimous agreement among providers who completed a postprogram survey that PredictrPK IFX was beneficial in guiding treatment decisions and added more value to their practice than routine therapeutic drug monitoring. CONCLUSIONS: PredictrPK IFX enables earlier and more precise dose optimization of IFX in patients with IBD, exerting a substantial impact on treatment decisions that may result in improved health outcomes and overall cost savings.


Subject(s)
Gastrointestinal Agents , Inflammatory Bowel Diseases , Humans , Infliximab/therapeutic use , Gastrointestinal Agents/therapeutic use , Prospective Studies , Bayes Theorem , Inflammatory Bowel Diseases/drug therapy , Drug Monitoring/methods
2.
Thyroid ; 26(4): 532-42, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26950846

ABSTRACT

BACKGROUND: Studies have demonstrated an association of the BRAF(V600E) mutation and microRNA (miR) expression with aggressive clinicopathologic features in papillary thyroid cancer (PTC). Analysis of BRAF(V600E) mutations with miR expression data may improve perioperative decision making for patients with PTC, specifically in identifying patients harboring central lymph node metastases (CLNM). METHODS: Between January 2012 and June 2013, 237 consecutive patients underwent total thyroidectomy and prophylactic central lymph node dissection (CLND) at four endocrine surgery centers. All tumors were tested for the presence of the BRAF(V600E) mutation and miR-21, miR-146b-3p, miR-146b-5p, miR-204, miR-221, miR-222, and miR-375 expression. Bivariate and multivariable analyses were performed to examine associations between molecular markers and aggressive clinicopathologic features of PTC. RESULTS: Multivariable logistic regression analysis of all clinicopathologic features found miR-146b-3p and miR-146b-5p to be independent predictors of CLNM, while the presence of BRAF(V600E) almost reached significance. Multivariable logistic regression analysis limited to only predictors available preoperatively (molecular markers, age, sex, and tumor size) found miR-146b-3p, miR-146b-5p, miR-222, and BRAF(V600E) mutation to predict CLNM independently. While BRAF(V600E) was found to be associated with CLNM (48% mutated in node-positive cases vs. 28% mutated in node-negative cases), its positive and negative predictive values (48% and 72%, respectively) limit its clinical utility as a stand-alone marker. In the subgroup analysis focusing on only classical variant of PTC cases (CVPTC), undergoing prophylactic lymph node dissection, multivariable logistic regression analysis found only miR-146b-5p and miR-222 to be independent predictors of CLNM, while BRAF(V600E) was not significantly associated with CLNM. CONCLUSION: In the patients undergoing prophylactic CLNDs, miR-146b-3p, miR-146b-5p, and miR-222 were found to be predictive of CLNM preoperatively. However, there was significant overlap in expression of these miRs in the two outcome groups. The BRAF(V600E) mutation, while being a marker of CLNM when considering only preoperative variables among all histological subtypes, is likely not a useful stand-alone marker clinically because the difference between node-positive and node-negative cases was small. Furthermore, it lost significance when examining only CVPTC. Overall, our results speak to the concept and interpretation of statistical significance versus actual applicability of molecular markers, raising questions about their clinical usefulness as individual prognostic markers.


Subject(s)
Carcinoma/genetics , Lymphatic Metastasis , MicroRNAs/genetics , Mutation , Proto-Oncogene Proteins B-raf/genetics , Thyroid Neoplasms/genetics , Adult , Biomarkers, Tumor/genetics , Carcinoma/pathology , Carcinoma, Papillary/pathology , Decision Making , Female , Humans , Lymph Node Excision , Male , MicroRNAs/metabolism , Middle Aged , Multivariate Analysis , Prognosis , Prospective Studies , Thyroid Cancer, Papillary , Thyroid Neoplasms/pathology , Thyroidectomy/methods
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