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1.
J Urol ; 209(1): 121-130, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36317715

RESUMEN

PURPOSE: Immune checkpoint inhibitor therapy and nab-paclitaxel have each shown efficacy in platinum-refractory advanced urothelial cancer. We conducted a single-arm phase 2 trial of the combination of nab-paclitaxel and pembrolizumab in platinum-refractory or cisplatin-ineligible advanced urothelial cancer (NCT03240016). MATERIALS AND METHODS: Eligible patients had RECIST 1.1 measurable and cisplatin-ineligible or platinum-refractory advanced urothelial cancer. Patients received nab-paclitaxel at starting dose of 125 mg/m2 intravenously on days 1 and 8 and pembrolizumab 200 mg intravenously on day 1 in 21-day cycles until progression, intolerable toxicity, or death. Nab-paclitaxel was permitted to be discontinued after 6 cycles. The nab-paclitaxel starting dose was reduced to 100 mg/m2 after planned interim analysis. Primary end point was overall response rate by RECIST 1.1. Secondary end points included safety/toxicity, duration of response, progression-free survival), and overall survival. RESULTS: Between February 2018 and April 2021, 36 response-evaluable patients were enrolled. There was an equal split of platinum-refractory and cisplatin-ineligible patients. Confirmed overall response rate was 50.0% (18/36) including 3 complete and 15 partial responses; 31/36 patients experienced some tumor shrinkage. At a median follow-up of 19.7 months, median duration of response was 4.4 months (95% CI: 4.0-8.6), median progression-free survival 6.8 months (95% CI: 4.4-not reached), and median overall survival 18.2 months (95% CI: 10.6-not reached). Grade ≥3 adverse events occurred in 21/36 patients including fatigue (n=6) and anemia (n=4). Ten patients had immune-mediated adverse events. CONCLUSIONS: The combination of nab-paclitaxel and pembrolizumab exhibited promising activity in advanced urothelial cancer and warrants further study in this population. After reduction in nab-paclitaxel starting dose, no unanticipated or unexpected toxicities emerged.


Asunto(s)
Neoplasias , Platino (Metal) , Humanos
2.
Front Oncol ; 12: 855794, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36212431

RESUMEN

Combination dabrafenib (D) and trametinib (T) is an FDA approved adjuvant therapy for patients with resected stage III BRAF-mutant melanoma. We describe treatment-related toxicities with adjuvant D+T in a real-world population through a retrospective case series. The primary endpoint was development of toxicities. Results: Eighteen of the 20 patients (90%) required at least one treatment interruption due to adverse events (AEs), 11 patients (55%) required a dose reduction and 13 (65%) permanently discontinued therapy due to an AE. The nine patients who did not require dose reduction had been initiated on a lower starting dose of dabrafenib. The most common treatment-limiting AEs were recurrent pyrexia and chills (85%) and liver laboratory abnormalities (50%). The median total time on therapy was 148.5 days (range 19-383), 40.7% (range 5.2-100%) of the intended one-year duration. Conclusion: Adjuvant treatment of melanoma with combination D+T is associated with treatment-limiting toxicities in the majority of this patient group. Patients should be carefully monitored throughout therapy.

3.
Support Care Cancer ; 29(11): 6505-6510, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-33905012

RESUMEN

INTRODUCTION: Nausea, vomiting, constipation, and diarrhea are common cancer and cancer therapy adverse effects. Pharmacists are uniquely positioned to optimize patient symptom control and minimize excess use of hospital resources, such as emergency department visits. METHODS: Michigan Medicine oncology clinical pharmacists have been independently providing patient symptom management through a collaborative drug therapy management (CDTM) program which established guidelines for management of gastrointestinal toxicities (nausea, vomiting, diarrhea, and/or constipation) secondary to a patient's cancer diagnosis or treatment of the cancer. Patients were referred to the pharmacist by the treating oncologist or hematologist. RESULTS: From June 2019 to May 2020, there were a total of 62 patient referrals. Ten of the 62 referrals did not meet the CDTM inclusion criteria, resulting in 52 patients who were managed by the pharmacists. The total number of individual pharmacist visits was 136, with a median of 2.2 (range, 0-11) visits per patient referred. A total of 169 categorized pharmacist interventions were captured. Most interventions (100/169, 59.2%) were related to nausea/vomiting. Diarrhea-related and constipation-related interventions accounted for 10 (5.9%) and 13 (7.7%) of the total interventions, respectively. Most patients (36/52, 69.2%) had a reduction in the severity of their referral diagnosis symptom(s) based on Common Terminology Criteria for Adverse Events grading. CONCLUSION: The Michigan Medicine Pharmacist CDTM program allowed pharmacists to independently manage gastrointestinal toxicities of patients with cancer and improved patient symptom severity. The CDTM program has the opportunity to improve quality of care.


Asunto(s)
Administración del Tratamiento Farmacológico , Farmacéuticos , Humanos , Oncología Médica , Cuidados Paliativos , Vómitos/inducido químicamente , Vómitos/tratamiento farmacológico
4.
JCO Oncol Pract ; 17(9): e1303-e1310, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33534634

RESUMEN

PURPOSE: Chemotherapy-induced nausea and vomiting (CINV) is a common cause of unplanned healthcare utilization. The University of Michigan Rogel Cancer Center initiated the chemotherapy remote care monitoring program (CRCMP) to proactively identify patients experiencing CINV and intervene before the need for urgent evaluation. METHODS: High-risk patients for CINV are identified by neurokinin-1 (NK-1) antagonist administration, enrolled in the CRCMP, and received a daily text message survey for 7 days after chemotherapy administration to report symptoms. Responses above a set threshold trigger a message to the team pharmacist for intervention. The primary outcome of 14-day unplanned healthcare use was evaluated before and after CRCMP implementation. RESULTS: In 8 months, 652 patients received an NK-1 antagonist (2,244 cycles) and 387 patients were enrolled in the CRCMP (59%). Text message response rate was 94%. Clinical pharmacists provided 248 interventions in 121 patient episodes meeting threshold criteria. Fourteen-day unplanned healthcare use was decreased in the CRCMP-enrolled NK-1 episodes (6.68% v 4.53%, P = .02). Admissions were numerically lower for those enrolling in CRCMP when only admissions for nausea were considered (0.63% v 0.35%, P = .33). CONCLUSION: The CRCMP allowed for real-time management of patient-reported CINV symptom burden based on patient-reported outcomes (PROs) and an electronic medical record-integrated SMS text questionnaire. Clinical pharmacists were key team members to manage patient symptoms. Enrollment in CRCMP significantly reduced overall unplanned healthcare utilization. Although these changes were numerically small, any reduction in unnecessary care utilizing PROs can contribute to high-value care for patients with cancer.


Asunto(s)
Antieméticos , Antineoplásicos , Envío de Mensajes de Texto , Antieméticos/uso terapéutico , Antineoplásicos/efectos adversos , Registros Electrónicos de Salud , Humanos , Náusea/inducido químicamente , Náusea/tratamiento farmacológico , Medición de Resultados Informados por el Paciente , Farmacéuticos , Estudios Prospectivos , Vómitos/inducido químicamente , Vómitos/tratamiento farmacológico
5.
JCO Oncol Pract ; 17(10): e1551-e1558, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-33577351

RESUMEN

PURPOSE: Drug therapy for cancer is a high-risk, high-volume clinical intervention that requires interprofessional teams. Given the complexity of anticancer drug therapy and safety concerns, an interdisciplinary team developed a novel training program for oncology registered nurses and pharmacists to improve cancer drug safety. METHODS: Participants completed preworkshop learning assessments and received access to web-based modules on six topics: hazardous drug handling, drug extravasation, hypersensitivity reaction management, sepsis recognition, immune checkpoint inhibitor toxicities, and oral oncolytic adherence. In a 7-hour workshop, participants applied module content in interactive exercises and high-fidelity simulations. Preworkshop and postworkshop questionnaires assessed changes in knowledge and confidence in each topic. Program satisfaction and changes to clinical practice or policies were assessed 3 months after the workshop. RESULTS: Two hundred ninety-two nurses and 82 pharmacists applied to participate, and 103 (35%) and 44 (54%) have participated, respectively. Long-term follow-up data were available on 133 (90%) participants. Change scores in confidence to meet program objectives increased between pre- and postworkshop (range of increase 0.6-0.8, P < .01). Knowledge scores increased significantly between pre- and postworkshop (average improvement of 3.2 points, P < .01). Overall program satisfaction was high (mean 5.0, standard deviation [0.2] on a five-point scale). Seventy-seven (60%) reported that they had made at least one clinical practice or institutional policy change at 3 months. CONCLUSION: An interprofessional education program with online modules, in-person interactive sessions, and simulation activities is a promising strategy to deliver cancer drug safety content to practicing oncology clinicians.


Asunto(s)
Estudios Interdisciplinarios , Neoplasias , Simulación por Computador , Humanos , Neoplasias/tratamiento farmacológico
6.
Invest New Drugs ; 37(2): 323-330, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30393825

RESUMEN

Background Pazopanib is approved for metastatic renal cell carcinoma (RCC). We assessed the safety and efficacy of pazopanib with a low fat meal (LFM): <400 cal and < 20% fat or 10 g per meal. Methods A single arm study of pazopanib with a LFM in 16 adult patients with metastatic RCC with a clear cell component, RECIST 1.1 measurable disease, ECOG PS ≤ 2, and ≤ 3 prior therapies. Pazopanib at 400 mg daily given with LFM for 12 weeks. Incremental dose increases up to 800 mg, or irreversible decreases to 200 mg, allowed every 2 weeks. Primary study endpoint was safety; adverse events (AE) measured per CTCAE version 4.0. Secondary endpoints of RECIST 1.1 response with assessment as 12 weeks; pharmacokinetic (PK) analysis at nine time points, and CYP3A4 polymorphism evaluation. Results Pazopanib with a LFM was well tolerated; 13 of 16 subjects completed all 12 weeks. Three patients withdrew due to adverse events (AEs), with five occurrences of grade 3 AEs. Conclusions Pazopanib with a LFM has acceptable safety and comparable efficacy to fasting administration. Total median pazopanib dose per subject for the study duration was 63.5% of maximum possible conventional dose. A larger study is warranted. Clinical Trial Registration Number: NCT02729194.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Carcinoma de Células Renales/terapia , Dieta con Restricción de Grasas/métodos , Neoplasias Renales/terapia , Pirimidinas/uso terapéutico , Sulfonamidas/uso terapéutico , Anciano , Carcinoma de Células Renales/patología , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Indazoles , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Pronóstico
7.
Curr Pharm Teach Learn ; 10(9): 1168-1170, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30497618

RESUMEN

INTRODUCTION: The proportion of women pharmacists has been rapidly increasing for many years, from 43.3% of licensed pharmacists in 2000 to 52.7% in 2014. Yet women may be less likely to consider certain positions in pharmacy due to concerns of balancing work and motherhood responsibilities. The terms "motherhood penalty" and "baby penalty" have been used to describe the consequences of child-bearing responsibilities on the careers of women, including academic pharmacy. Many workplaces have established interventions to address the motherhood and baby penalties, including policies such as extended child-bearing leave and better childcare options. COMMENTARY AND IMPLICATIONS: However, there is still much understanding and improvement needed from the pharmacy academy administration to elicit a true change in culture. How can we create this culture shift? This article emphasizes a call to action to address this need for change.


Asunto(s)
Educación en Farmacia/métodos , Docentes de Farmacia/estadística & datos numéricos , Madres/estadística & datos numéricos , Rol Profesional , Educación en Farmacia/tendencias , Docentes de Farmacia/psicología , Humanos , Madres/psicología , Responsabilidad Parental/psicología , Equilibrio entre Vida Personal y Laboral
8.
J Oncol Pract ; 14(6): e368-e374, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29787332

RESUMEN

PURPOSE: Patients with cancer are an especially vulnerable population to potential drug-drug interactions (DDIs). This makes it important to adequately screen them for DDIs. The objective of this study was to compare the abilities of nine DDI screening tools to detect clinically relevant interactions with oral oncolytics. METHODS: Subscription-based tools (ie, PEPID, Micromedex, Lexicomp, Facts & Comparisons) and free tools (ie, Epocrates Free, Medscape, Drugs.com, RxList, WebMD) were compared for their abilities to detect clinically relevant DDIs for 145 drug pairs including an oral oncology agent. Clinical relevance was determined by a pharmacist using Stockley's Drug Interactions. Descriptive statistics were calculated for each tool, including sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), and then compared grouped by free or subscription-based tools for the secondary analysis and analyzed via generalized estimating equations. RESULTS: For individual metrics, PPV had overall higher values (0.88 to 0.97) relative to the low values included for sensitivity (0.65 to 0.96), specificity (0.53 to 0.93) and NPV (0.38 to 0.83). The top-performing subscription and free tools, Lexicomp and Drugs.com, had no statistically significant differences in performance. Overall, subscription tools had a significantly higher sensitivity (0.85 ± 0.017 v 0.78 ± 0.017; P = .0082) and NPV (0.57 ± 0.039 v 0.48 ± 0.032; P = .031) than free tools. No differences were observed between the specificity and PPV. CONCLUSION: Due to the low performance of some tools for sensitivity, specificity, and NPV, individual performance should be examined and prioritized on the basis of the intended use when selecting a DDI tool. If a strong-performing subscription-based tool is unavailable, a strong-performing free option, like Drugs.com, is available.


Asunto(s)
Antineoplásicos/efectos adversos , Servicios de Información sobre Medicamentos , Interacciones Farmacológicas , Informática Médica/métodos , Administración Oral , Antineoplásicos/administración & dosificación , Humanos , Informática Médica/normas , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
9.
J Am Pharm Assoc (2003) ; 55(5): 540-5, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26359964

RESUMEN

OBJECTIVE: To determine the number of discrepancies and medication-related problems found as a result of pharmacy-led medication reconciliation involving introductory pharmacy practice experience (IPPE) students at a comprehensive cancer center. SETTING: Outpatient infusion center of a National Cancer Institute (NCI)-designated and National Comprehensive Cancer Network (NCCN) cancer center. PRACTICE DESCRIPTION AND INNOVATION: Third-year IPPE students contacted and completed medication reconciliation for 510 hematology/oncology patients scheduled for infusion center appointments without a coupled provider visit. IPPE students discussed the findings of the medication reconciliations with their pharmacist preceptors, who updated the medication histories in the electronic medical record (EMR) and communicated with prescribers directly about identified medication-related problems. All medication reconciliation was documented using a standardized note template in the EMR. MAIN OUTCOME MEASURES: Number of medication discrepancies found, including medication additions, medication deletions, dose changes, and herbal product additions; medication-related problems-including drug-drug interactions, untreated indications (e.g., nausea, vomiting, pain, need for prophylactic medications), failure of patients to receive prescribed medications, and adverse drug reactions-were also documented. RESULTS: Medication reconciliation was completed for 510 patients through the student pharmacist/pharmacist preceptor-led intervention during a 1-year period between January 1, 2013, and December 31, 2013. A total of 88% of patients had at least one discrepancy identified in their medication history and corrected in the EMR. In addition, 11.4% of patients had a medication-related problem identified. CONCLUSIONS: Pharmacy-led medication reconciliation identified a large number of discrepancies among our hematology/oncology patients. This intervention allowed for correction of discrepancies in the EMR leading to improved accuracy of patient medication lists. In addition, it provided a valuable learning experience for student pharmacists.


Asunto(s)
Atención Ambulatoria , Instituciones Oncológicas , Conciliación de Medicamentos , Neoplasias/tratamiento farmacológico , Satisfacción del Paciente , Estudiantes de Farmacia , Femenino , Necesidades y Demandas de Servicios de Salud , Humanos , Masculino , Michigan , Persona de Mediana Edad , Evaluación de Programas y Proyectos de Salud , Recursos Humanos
10.
Psychooncology ; 23(1): 108-13, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24038727

RESUMEN

BACKGROUND: Procarbazine is an anticancer agent that also inhibits monoamine oxidase, an enzyme responsible for the metabolism of various catecholamines, including serotonin. METHODS: A retrospective chart review of lymphoma patients who were treated with both procarbazine and an antidepressant, as well as procarbazine alone, was performed to determine if signs and symptoms of serotonin toxicity were present. RESULTS: A total of 65 patients received procarbazine between 2004 and 2010 and were eligible to be included in the study. Twenty-six of these patients received an antidepressant in combination with procarbazine, with selective serotonin reuptake inhibitors being the most common type of antidepressant. No patients in the study were diagnosed with serotonin toxicity, nor did any meet Hunter's diagnostic criteria for serotonin toxicity. Diarrhea, tremor, and shivering were the symptoms from Sternbach's criteria that were further analyzed, with diarrhea occurring 8.54% of the time, tremor occurring 5.53% of the time, and shivering occurring 2.51% of the time in patients who received an antidepressant with their procarbazine. Despite these symptoms, the diagnosis of serotonin toxicity according to Sternbach's criteria was determined to be unlikely. CONCLUSIONS: In this small sample of patients treated with procarbazine plus an antidepressant (most typically SSRIs), there were no reports of serotonin toxicity, nor did any patients demonstrate symptoms consistent with serotonin toxicity. The authors urge clinicians to ensure depression is adequately managed in cancer patients who are undergoing procarbazine therapy, starting with typical first-line antidepressant agents.


Asunto(s)
Antidepresivos/uso terapéutico , Antineoplásicos/efectos adversos , Procarbazina/efectos adversos , Serotonina/toxicidad , Antidepresivos/efectos adversos , Antineoplásicos/uso terapéutico , Interacciones Farmacológicas , Femenino , Humanos , Linfoma/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Procarbazina/uso terapéutico , Estudios Retrospectivos , Inhibidores Selectivos de la Recaptación de Serotonina/efectos adversos , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéutico
11.
J Antimicrob Chemother ; 67(12): 2957-62, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22915462

RESUMEN

OBJECTIVES: Voriconazole is a second-generation triazole antifungal, approved by the FDA in 2002. Despite a decade of experience with voriconazole, there are limited published data analysing serum concentrations and toxicity in obese patients. Therefore, we evaluated voriconazole trough serum concentrations in obese and normal-weight patients in a retrospective cohort study. METHODS: Voriconazole serum trough concentrations and toxicities were compared for obese (body mass index >35 kg/m(2)) versus normal-weight (body mass index 18.5-24.9 kg/m(2)) patients receiving 4 mg/kg voriconazole every 12 h. RESULTS: The obese group (n = 21) had significantly higher mean serum voriconazole trough concentrations than the normal-weight group (n = 66) (6.2 and 3.5 mg/L, respectively, P < 0.0001). Patients in the obese group also had higher rates of supratherapeutic voriconazole levels (>5.5 mg/L) than patients in the normal-weight group (67% versus 17%, respectively, P < 0.0001). However, hepatotoxicity and neurotoxicity rates did not differ between groups. The secondary endpoint compared mean serum voriconazole concentrations in the obese population when dosed at 4 mg/kg based on ideal body weight, adjusted body weight and actual body weight, which were statistically significantly different at 3.95, 3.3 and 6.2 mg/L, respectively (P = 0.0009). Therapeutic voriconazole concentrations (2.0-5.5 mg/L) occurred in 29% of obese patients when dosed on actual body weight, and 45% and 80% of patients when dosed on ideal body weight and adjusted body weight, respectively. CONCLUSIONS: Our results suggest a strong association between supratherapeutic concentrations and morbidly obese patients when dosed at 4 mg/kg actual body weight. Dosing voriconazole based on an ideal body weight or adjusted body weight may be appropriate for morbidly obese patients.


Asunto(s)
Antifúngicos/farmacocinética , Obesidad , Pirimidinas/farmacocinética , Suero/química , Triazoles/farmacocinética , Adulto , Anciano , Antifúngicos/administración & dosificación , Antifúngicos/efectos adversos , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pirimidinas/administración & dosificación , Pirimidinas/efectos adversos , Estudios Retrospectivos , Factores de Tiempo , Triazoles/administración & dosificación , Triazoles/efectos adversos , Voriconazol
13.
Am J Health Syst Pharm ; 69(1): 56-8, 2012 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-22180553

RESUMEN

PURPOSE: The short-term physical and chemical stability of an oral suspension of thalidomide 20 mg/mL was studied. METHODS: An oral suspension of thalidomide 20 mg/mL was prepared by emptying the contents of 12 100-mg thalidomide capsules into a glass mortar; 30 mL of Ora-Plus and 30 mL of Ora-Sweet were mixed and added to the thalidomide powder to make a final volume of 60 mL. Three identical samples of the formulation were prepared and placed in 2-oz amber plastic bottles with child-resistant caps and stored under refrigeration (3-5 °C). A 1-mL sample was withdrawn from each of the three samples with a micropipette immediately after preparation and at 7, 14, 21, 28, and 35 days. After further dilution to an expected concentration of 20 µg/mL with acetonitrile-methanol and then dilution with mobile phase, the samples were assayed in duplicate using stability-indicating high-performance liquid chromatography. Stability was determined by evaluating the percentage of the initial concentration remaining at each time point; stability was defined as the retention of at least 90% of the initial concentration of thalidomide. RESULTS: At least 92% of the initial thalidomide concentration remained throughout the 35-day study period. There were no detectable changes in color, odor, or pH and no visible microbial growth in any sample. CONCLUSION: An extemporaneously prepared suspension of thalidomide 20 mg/mL in a 1:1 mixture of Ora-Plus and Ora-Sweet was stable for at least 35 days when stored in 2-oz amber plastic bottles under refrigeration.


Asunto(s)
Química Farmacéutica/métodos , Estabilidad de Medicamentos , Suspensiones/química , Talidomida/química , Almacenaje de Medicamentos/métodos , Vehículos Farmacéuticos/química , Edulcorantes/química
14.
Support Care Cancer ; 19(12): 1969-74, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21110047

RESUMEN

PURPOSE: The purpose of this study was to evaluate the risk factors associated with the treatment failure and 30-day mortality in hematology and bone marrow transplant patients treated with daptomycin or linezolid for vancomycin-resistant enterococci (VRE) bacteremia. The safety and tolerability of therapy was also assessed. METHODS: This single-center, retrospective study included adult patients admitted to the hematology or bone marrow transplant service with documented vancomycin-resistant Enterococcus faecium or Enterococcus faecalis bacteremia and received at least 48 h of either linezolid or daptomycin as primary treatment. Clinical and microbiologic outcomes were assessed at day 7, 14, and 30 of hospital stay. RESULTS: A total of 72 patients were included in the analysis. Forty-three patients received daptomycin as primary treatment and 29 received linezolid as primary treatment. Overall success rate at day 7 was 81.9%, day 14 success rate was 79.2%, and day 30 success rate was 76.4% for all patients. Forty-one patients (57.0%) had high-grade bacteremia defined as greater than one positive blood culture for VRE. The mortality rate was significantly higher if high-grade bacteremia was present (34.1% vs. 7.0%; p = 0.009). CONCLUSIONS: This study suggests that linezolid and daptomycin are both reasonable options for treating VRE bacteremia in hematology and bone marrow transplant patients; however, patients with high-grade VRE bacteremia may be at increased risk for treatment failure.


Asunto(s)
Trasplante de Médula Ósea , Enterococcus/efectos de los fármacos , Enfermedades Hematológicas , Evaluación de Resultado en la Atención de Salud , Resistencia a la Vancomicina , Vancomicina/uso terapéutico , Anciano , Femenino , Humanos , Masculino , Michigan , Persona de Mediana Edad , Estudios Retrospectivos
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