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1.
Br J Sports Med ; 57(1): 40-45, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36198477

RESUMEN

OBJECTIVES: To evaluate the awareness of the volunteer pharmacy workforce of medication use and their satisfaction with the pharmacy services of the Tokyo 2020 Olympic and Paralympic Games from a pharmacist's perspective. METHODS: A questionnaire was developed from related articles in published peer-reviewed journals and modified prior to distribution to the whole population of pharmacists serving at the Tokyo 2020 Olympic and Paralympic Games. Validity tests were conducted based on expert opinions and Cronbach's alpha (0.79). The questionnaire consisted of demographics (11 questions), knowledge of medication use in sports (8 questions) and satisfaction on the provision of the service (5 questions). Responses using a 5-point-Likert scale, from strongly agree (5) to strongly disagree (1), and two free text questions were analysed with descriptive statistics. RESULTS: The response rate was 86% (n=32/37). Overall, the pharmacists reported a high awareness of medication use. Specifically, questions on the prohibited list of medications (mean 4.0±SD 0.7), COVID-19 policy (3.8±0.9), use of alternative non-prohibited medications (3.6±1.0) and therapeutic use exemptions (3.5±0.9). Moreover, they rated high satisfaction with the pharmacy service they provided. However, rates were ≤3 for knowledge of the International Olympic Committee Needle Policy (2.6±1.0), Medication Importation Declaration (2.9±1.0) and communication skills (3.0±1.0). CONCLUSION: Pharmacists were confident and satisfied with the pharmacy service at the games. The study confirms the importance of prior training and education. Game-specific policies and strategies to improve communication skills should be included in the pharmacy education for future Games.


Asunto(s)
COVID-19 , Servicios Farmacéuticos , Farmacia , Humanos , Tokio , COVID-19/epidemiología , Recursos Humanos
2.
J Am Pharm Assoc (2003) ; 63(4): 1156-1161, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36965764

RESUMEN

BACKGROUND: During the Tokyo 2020 Games, pharmacists were required to provide appropriate pharmacotherapeutic care to athletes and officials at the polyclinic. Owing to the worldwide COVID-19 pandemic that was prevalent at the Games, it was imperative to strengthen infection control measures in the setting of such a major sporting event and to prevent and minimize the spread of COVID-19. OBJECTIVE: This study reports on the COVID-19 infection control measures and services provided by the pharmacy at the Tokyo 2020 Games. By evaluating pharmacy operations that took place under the COVID-19 protocol, this study provides insights for the organization of future sporting events, specifically their medical facilities. METHODS: Infection control measures in the pharmacy were implemented in accordance with the manual for dealing with COVID-19 infections. The number and content of issued and dispensed prescriptions were obtained from the electronic medical records and pharmacy department systems. These data were compared with those of the London 2012 Games, which were used as a reference for the pharmacy operations at the Tokyo 2020 Games. RESULTS: The participating pharmacists were fully trained in infection control measures. The number of prescriptions issued during the Olympics and Paralympics were 1120 and 1022, respectively. Prescriptions issued at the fever clinic accounted for 4% of the total number (77/2142). No influenza antiviral medications were prescribed, though medications to alleviate cold-like symptoms were issued. Compared to the London 2012 Games, there was a decrease (-59%) in the number of prescriptions. CONCLUSION: The positive impact of COVID-19 infection control measures was evident. The volume of prescriptions at the Tokyo 2020 Games was lower than that at the London 2012 Games. It was inferred that this was due to thorough infection control measures as well as enhanced pre-entry medical checkups before entering Japan, which reduced the incidence of diseases.


Asunto(s)
COVID-19 , Servicios Farmacéuticos , Humanos , Tokio , Pandemias , Instituciones de Atención Ambulatoria
3.
J Clin Pharm Ther ; 44(5): 726-734, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31148201

RESUMEN

WHAT IS KNOWN AND OBJECTIVE: Haematological toxicities such as neutropaenia are a common side effect of ganciclovir (GCV); however, risk factors for GCV-induced neutropaenia have not been well established. Decision tree (DT) analysis is a typical technique of data mining consisting of a flow chart-like framework that shows various outcomes from a series of decisions. By following the flow chart, users can estimate combinations of risk factors that may increase the probability of certain events. In our previous study, we demonstrated the usefulness of this approach in the evaluation of adverse drug reactions. Therefore, we aimed to construct a risk prediction model of GCV-induced neutropaenia including severity grade. METHODS: We performed a retrospective study at the Hokkaido University Hospital and enrolled patients who received GCV between April 2008 and March 2018. Neutropaenia was defined as an absolute neutrophil count (ANC) <1500 cells/mm3 and a decrease to <75% relative to baseline. We classified the patients who developed neutropaenia in three groups (Grades 2-4) based on the National Cancer Institute-Common Terminology Criteria for Adverse Events. Data collection was achieved through the retrieval of medical records. We employed a chi-squared automatic interaction detection algorithm to construct the DT model and compared the accuracies to the logistic regression model (a conventional statistical method) to evaluate the established model. RESULTS AND DISCUSSION: In total, 396 adult patients were included in the study; 61 (15.4%) developed neutropaenia. Three predictive factors (hematopoietic stem cell transplantation, baseline ANC <3854 cells/mm3 and duration of therapy ≥15 days) were extracted using the DT analysis to produce five subgroups, the incidence of neutropaenia ranged between 1.7% and 52.8%. In each subgroup, patients who developed neutropaenia were categorized based on the severity. The accuracies of each model were the same (84.6%), which indicated precision. WHAT IS NEW AND CONCLUSION: We successfully built a risk prediction model of GCV-induced neutropaenia including severity grade. This model is expected to assist decision-making in the clinical setting.


Asunto(s)
Antivirales/efectos adversos , Ganciclovir/efectos adversos , Neutropenia/inducido químicamente , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Minería de Datos/métodos , Árboles de Decisión , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Índice de Severidad de la Enfermedad , Adulto Joven
4.
Support Care Cancer ; 25(2): 481-487, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-27699503

RESUMEN

PURPOSE: Magnesium supplementation is an effective protective method against cisplatin-induced nephrotoxicity (CIN); however, there are few reports regarding the mechanism of its nephroprotective effect. The aim of this study was to determine whether premedication with intravenous magnesium prevents CIN and to determine the relationship between its nephroprotective effect and serum magnesium level. METHODS: Fifty-eight patients with head and neck cancer who received cisplatin, docetaxel, and 5-fluorouracil (DCF) were retrospectively investigated. Grade 2 or more serum creatinine elevation was defined as CIN. The incidence of CIN was compared between a magnesium sulfate (20 mEq, 2.46 g) premedication group and a non-magnesium group during the first cycle and in all cycles. RESULTS: CIN did not occur in any patients receiving magnesium premedication but did occur in 5 of 29 patients during the first cycle and in 6 patients during all subsequent cycles in patients who did not receive magnesium premedication. Furthermore, the variation of creatinine clearance was significantly worse in the non-magnesium group than in the magnesium premedication group from baseline. There was no difference in adverse effects or response rate between the two groups. Univariate analysis suggested that magnesium premedication significantly reduced the risk of CIN. On the other hand, serum magnesium depletion was seen in both groups to equal degrees despite supplementation. CONCLUSION: Intravenous magnesium premedication has a protective effect on cisplatin-induced nephrotoxicity without the influence on the serum magnesium level. Magnesium premedication is a simple nephroprotective method that does not influence other adverse effects or rate of response to chemotherapy.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Cisplatino/efectos adversos , Enfermedades Renales/inducido químicamente , Enfermedades Renales/prevención & control , Sulfato de Magnesio/administración & dosificación , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Cisplatino/administración & dosificación , Suplementos Dietéticos , Docetaxel , Femenino , Fluorouracilo/administración & dosificación , Neoplasias de Cabeza y Cuello/sangre , Neoplasias de Cabeza y Cuello/tratamiento farmacológico , Humanos , Riñón/efectos de los fármacos , Enfermedades Renales/sangre , Magnesio/sangre , Deficiencia de Magnesio/sangre , Deficiencia de Magnesio/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Premedicación , Estudios Retrospectivos , Taxoides/administración & dosificación
5.
Biopharm Drug Dispos ; 38(9): 501-508, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28801980

RESUMEN

Methotrexate (MTX) is an antifolate agent used in the treatment of numerous types of cancer, and eliminated by active tubular secretion via organic anion transporter 3 (OAT3). Gastric antisecretory drugs, such as proton pump inhibitors (PPIs) and histamine H2 receptor antagonists, are widely used among patients with cancer in clinical practice. The aim of the present study was to analyse the potential drug-drug interactions between MTX and gastric antisecretory drugs in high-dose MTX (HD-MTX) therapy. The impact of PPIs on the plasma MTX concentration on 73 cycles of HD-MTX therapy was analysed retrospectively in 43 patients. Also investigated was the involvement of OAT3 in PPI-MTX drug interaction in an in vitro study using human OAT3 expressing HEK293 cells. In a retrospective study, patients who received a PPI had significantly higher MTX levels at 48 h (0.38 vs. 0.15 µmol l-1 , respectively, p = 0.000018) and 72 h (0.13 vs. 0.05 µmol l-1 , respectively, p = 0.0002) compared with patients who did not receive a PPI (but received famotidine). Moreover, in vitro experiments demonstrated that PPIs (esomeprazole, lansoprazole, omeprazole and rabeprazole) inhibited hOAT3-mediated uptake of MTX in a concentration-dependent manner (IC50 values of 0.40-5.5 µ m), with a rank order of lansoprazole > esomeprazole > rabeprazole > omeprazole. In contrast to PPIs, famotidine showed little inhibitory effect on hOAT3-mediated MTX uptake. These results demonstrated that co-administration of PPI, but not famotidine, could result in a pharmacokinetic interaction that increases the plasma MTX levels, at least in part, via hOAT3 inhibition.


Asunto(s)
Famotidina/farmacología , Metotrexato/farmacocinética , Transportadores de Anión Orgánico Sodio-Independiente/metabolismo , Inhibidores de la Bomba de Protones/farmacología , Adolescente , Adulto , Anciano , Antiulcerosos/administración & dosificación , Antiulcerosos/farmacología , Antimetabolitos Antineoplásicos/administración & dosificación , Antimetabolitos Antineoplásicos/farmacocinética , Relación Dosis-Respuesta a Droga , Interacciones Farmacológicas , Famotidina/administración & dosificación , Femenino , Células HEK293 , Humanos , Masculino , Metotrexato/administración & dosificación , Persona de Mediana Edad , Transportadores de Anión Orgánico Sodio-Independiente/efectos de los fármacos , Inhibidores de la Bomba de Protones/administración & dosificación , Estudios Retrospectivos , Adulto Joven
6.
Biol Pharm Bull ; 36(2): 305-10, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23370359

RESUMEN

Doping is one of the most serious problems for athletes, and it is important that pharmacists have more interaction with athletes to ensure safer drug usage. Education is one of the most important roles of sports pharmacists, who are specialists regarding drug usage for athletes. We investigated pharmacy students' interests and comprehension regarding drug usage, doping and supplement intake by using the form of a questionnaire, since it is important to know how they understand these subjects as part of their greater educational program. The subjects were sophomore and junior pharmacy students at three universities. It was revealed that most of the students have negative images regarding doping violation, and they answered that they are familiar with doping. However, only sixteen percent of the students had attended lectures by specialists on doping. In addition, one third of pharmacy students did not know that some over-the-counter (OTC) drugs might contain doping substances. With regard to supplement intake, approximately two thirds of the respondents had an interest in and positive image of supplement intake. However, it was revealed that only one third of them recognized supplements as food, and their information regarding supplements was obtained from uncertain media. It was suggested that it is important for pharmacy students to have more opportunities to learn about what doping is. More education and enlightenment by sports pharmacists would be effective for pharmacy students as well as athletes, and it would help us to broaden the scope of what we can do for athletes and society.


Asunto(s)
Suplementos Dietéticos , Doping en los Deportes , Conocimientos, Actitudes y Práctica en Salud , Estudiantes de Farmacia/psicología , Femenino , Humanos , Japón , Masculino , Encuestas y Cuestionarios
7.
Support Care Cancer ; 20(2): 367-73, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21328006

RESUMEN

GOAL OF WORK: Little is known about the effects of professional oral health care (POHC) on the outcome of hematopoietic stem cell transplantation (HSCT). We evaluated the effects of POHC given by dentists and dental hygienists on the development of oral mucositis and febrile neutropenia (FN) after allogeneic bone marrow transplantation (BMT). PATIENTS AND METHODS: We retrospectively studied 140 adult patients who had received allogeneic BMT, with or without POHC, in our hospital consecutively between February 2002 and December 2009. Oral mucositis was evaluated according to the World Health Organization scale. MAIN RESULTS: The incidence of oral mucositis was 66.7% (52/78) in the patients who had received POHC, compared to 93.5% (58/62) in the non-POHC group (P < 0.001). The incidence of FN and the maximal level of CRP were also significantly lower in the POHC group. Multivariate analysis revealed that the POHC was significantly associated with the incidence of oral mucositis (odds ratio, 7.58; 95%CI, 2.45-23.34; P < 0.001). CONCLUSIONS: We concluded that POHC reduced the incidences of oral mucositis and FN by upgrading the overall oral hygiene during HSCT.


Asunto(s)
Atención Odontológica/métodos , Trasplante de Células Madre Hematopoyéticas/métodos , Neutropenia/prevención & control , Estomatitis/prevención & control , Adolescente , Adulto , Anciano , Trasplante de Médula Ósea/métodos , Atención a la Salud , Femenino , Fiebre/epidemiología , Fiebre/etiología , Fiebre/prevención & control , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Análisis Multivariante , Neoplasias/terapia , Neutropenia/epidemiología , Neutropenia/etiología , Salud Bucal , Estudios Retrospectivos , Estomatitis/epidemiología , Estomatitis/etiología , Trasplante Homólogo , Adulto Joven
8.
Support Care Cancer ; 20(5): 933-9, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-21494780

RESUMEN

Severe oral mucositis developed in allogeneic hematopoietic stem cell transplantation (HSCT) accompanies intolerable pain and risk for systemic bacteremia infection. Conventional stem cell transplantation (CST) and reduced-intensity regimens for allogeneic HSCT (RIST) may differently affect the occurrence and severity of oral mucositis. Here, we comparatively examined oral mucositis in patients undergoing CST and that in RIST patients to search for measures to alleviate oral mucositis. We retrospectively analyzed the data of 130 consecutive patients undergoing HSCT (conventional, 60; RIST, 70). Oral mucositis was evaluated according to the National Cancer Institute Common Terminology Criteria for Adverse Events version 3.0. We also investigated the risk factors for severe oral mucositis in each regimen. The incidence of oral mucositis was not significantly different between RIST and CST patients. The use of opioid analgesics to control pain due to oral mucositis was significantly less in patients undergoing RIST compared with those receiving CST. The risk factors for severe oral mucositis, determined by univariate and multivariate analyses, were "younger age (<40)" in CST and "longer duration of neutropenia (≥ 14 days)" in RIST. Although the incidences of oral mucositis were almost the same, the need for opioid analgesics and the risk factors for severe oral mucositis differed between CST and RIST patients.


Asunto(s)
Trasplante de Células Madre Hematopoyéticas/métodos , Estomatitis/etiología , Acondicionamiento Pretrasplante/métodos , Adolescente , Adulto , Factores de Edad , Anciano , Femenino , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Humanos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la Enfermedad , Estomatitis/epidemiología , Estomatitis/patología , Factores de Tiempo , Acondicionamiento Pretrasplante/efectos adversos , Trasplante Homólogo , Adulto Joven
9.
Yakugaku Zasshi ; 129(12): 1475-81, 2009 Dec.
Artículo en Japonés | MEDLINE | ID: mdl-19952525

RESUMEN

In recent years, appropriate medication and guarantees of safety are being sought not only by medical circles but also by the world of sport. Under normal circumstances, sport should be wholesome in both mind and body, but "doping" by the misuse and abuse of drugs and such is developing into a social issue. This is not just a result of the deliberate behavior of a certain number of people; many cases include use due to a lack of knowledge of drugs and doping, although eventually the sanctions received are the same. Doping tends to be perceived as the problem of just a section of elite athletes, but since the introduction of doping control at the National Athletic Meet 2003, anti-doping measures continue to be a problem close at hand. In 2004, the World Anti-Doping Code came into effect and subsequently not just the world of sport but various national governments became deeply involved with anti-doping. Anti-doping guidelines in Japan were formulated by the Ministry of Education, Culture, Sports, Science and Technology in 2007, stipulating that doctors and pharmacists should be proactive in anti-doping activities. With the aim of eradicating doping, it was deemed that pharmacists can intervene by providing support regarding such issues as drug enlightenment, consultation; the supply of drug information; database production; and therapeutic use exemption. It can be considered that pharmacists can sufficiently use their knowledge and experience gained in these fields, and that such knowledge could lead to more appropriate drug use in sport.


Asunto(s)
Doping en los Deportes/prevención & control , Farmacéuticos , Rol Profesional , Doping en los Deportes/legislación & jurisprudencia , Doping en los Deportes/tendencias , Servicios de Información sobre Medicamentos , Interacciones Farmacológicas , Humanos
10.
J Eval Clin Pract ; 25(1): 163-170, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-30280456

RESUMEN

OBJECTIVES: In our previous study, we built a risk prediction model of vancomycin (VCM)-associated nephrotoxicity using decision tree (DT) analysis. However, this has several limitations in clinical applications. Our objective here was to construct a clinically applicable risk prediction model to be used at the time of initial therapeutic drug monitoring (TDM), in patients with uncomplicated infections. METHOD: A retrospective study was conducted at Hokkaido University Hospital. Subjects that had received VCM were extracted between November 2011 and April 2017. Nephrotoxicity was defined as an increase in serum creatinine of 0.5 mg/dL or 50% or higher from baseline. The additional inclusion criteria in this study were as follows: (1) the target trough level of VCM was set to 10 to 15 mg/L, and (2) the duration of therapy was 7 to 14 days. Patients were assumed to have uncomplicated infections. Risk factors for nephrotoxicity were evaluated, which could be extracted at the initial TDM. In the DT analysis, a chi-squared automatic interaction detection algorithm was constructed. RESULTS: A total of 402 patients were enrolled, and 56 (13.9%) patients developed nephrotoxicity. In the DT analysis, concomitant medications (furosemide, piperacillin-tazobactam, and vasopressor drugs) and an initial VCM trough concentration ≥ 15.0 mg/L were extracted as predictive variables by which patients were divided into six subgroups. The incidence of nephrotoxicity was 5.2% to 70.0%, with subgroups classified as low to high risk of nephrotoxicity. The accuracy of DT model was favourable (87.1%). CONCLUSION: We propose that the DT model built in this study is applicable to clinical practice.


Asunto(s)
Árboles de Decisión , Enfermedades Renales , Medición de Riesgo/métodos , Vancomicina/efectos adversos , Anciano , Antibacterianos/efectos adversos , Minería de Datos/métodos , Monitoreo de Drogas/métodos , Femenino , Humanos , Japón , Enfermedades Renales/inducido químicamente , Enfermedades Renales/diagnóstico , Enfermedades Renales/prevención & control , Masculino , Persona de Mediana Edad , Modelos Estadísticos , Pronóstico , Estudios Retrospectivos
11.
Yakugaku Zasshi ; 139(7): 1055-1061, 2019.
Artículo en Japonés | MEDLINE | ID: mdl-31257252

RESUMEN

Linezolid (LZD), an antimicrobial agent against methicillin-resistant Staphylococcus aureus, demonstrates good bone and joint penetration, and is used for prosthetic bone and joint infections. Recently, we observed vomiting in several patients administered LZD. However, there are few reports on the incidence rate of, and risk factors for, LZD-induced nausea and vomiting. In this study, we aimed to verify the relationship between LZD administration and vomiting. Patients administered LZD at the Department of Orthopedic Surgery of Hokkaido University Hospital between November 2008 and December 2017 were enrolled in the study. The primary endpoint was the comparison of the vomiting rate between patients administered LZD (LZD group) and those administered other antibiotics (non-LZD group). For the secondary endpoint, to verify the risk factors of vomiting, a univariate logistic regression analysis was performed. In total, 130 patients were included in this study; 77 patients in the LZD group, and 53 in the non-LZD group. Vomiting occurred in 18 patients in the LZD group and 4 patients in the non-LZD group (23.4% and 7.5%, respectively); this was significantly higher in the LZD group. In the univariate logistic regression analysis, LZD administration, gender (female), age ≥65 years, renal impairment (creatinine clearance <60 mL/min) and concomitant use of rifampicin were extracted as potential risk factors of vomiting. The results of this study reveal a possible relationship between LZD administration and vomiting.


Asunto(s)
Antibacterianos/efectos adversos , Linezolid/efectos adversos , Náusea/inducido químicamente , Vómitos/inducido químicamente , Adulto , Anciano , Anciano de 80 o más Años , Antibacterianos/administración & dosificación , Quimioterapia Combinada/efectos adversos , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Náusea/epidemiología , Rifampin/administración & dosificación , Rifampin/efectos adversos , Factores de Riesgo , Vómitos/epidemiología , Adulto Joven
12.
Yakugaku Zasshi ; 138(11): 1409-1416, 2018.
Artículo en Japonés | MEDLINE | ID: mdl-30381649

RESUMEN

It is important that pharmacists ensure safe chemotherapy implementation. In addition to inspecting chemotherapeutic prescriptions according to patient condition and drug-drug interactions, the management of chemotherapy-induced adverse effects and associated pharmaceutical intervention is one of the most important responsibilities of pharmacists in medical care teams. In May 2016, an oncology pharmacist was set responsible for the specialized, long-term, and successive pharmaceutical care, including instructions about appropriate use of medication at an outpatient chemotherapy center. We evaluated the effectiveness of the continuous pharmaceutical care. The number of medication counseling and associated pharmaceutical interventions increased with time. Specifically, the number of pharmaceutical interventions (prescription questions and pharmaceutical proposals) was 745 (459 and 286, respectively) in the surveillance period, which significantly increased compared to that observed within the same duration before posting an oncology pharmacist. The adoption rate was approximately 70% for prescription questions and 98% for pharmaceutical proposals. We also found that approximately 70% of the proposals attenuated the painful symptoms. Furthermore, approximately 60% of all pharmaceutical interventions were established after the third visit; in particular, approximately 20% of the pharmaceutical proposals were suggested after the sixth visit, indicating that continuous medication counseling results in an increase in pharmaceutical proposals. In conclusion, long-term and successive pharmaceutical care by oncology pharmacy specialists in outpatient chemotherapy contributes to a safe and less onerous chemotherapy implementation, as it has been highly adopted, is effective in many cases, and has been proven to be important for risk management in chemotherapy.


Asunto(s)
Atención Ambulatoria , Neoplasias/tratamiento farmacológico , Farmacéuticos , Servicio de Farmacia en Hospital , Rol Profesional , Especialización , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/prevención & control , Femenino , Humanos , Masculino , Grupo de Atención al Paciente , Estudios Retrospectivos , Gestión de Riesgos , Factores de Tiempo
13.
J Eval Clin Pract ; 23(6): 1240-1246, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28544476

RESUMEN

OBJECTIVES: Several publications concerning decision tree (DT) analysis in medical fields have recently demonstrated its usefulness for defining prognostic factors in various diseases. However, there are minimal reports on the predictors of adverse drug reactions. We attempted to use DT analysis to discover combinations of multiple risk factors that would increase the risk of nephrotoxicity associated with vancomycin (VCM). To demonstrate the usefulness of DT analysis, we compared its predictive performance with that of multiple logistic regression analysis. METHOD: A single-centre, retrospective study was conducted at Hokkaido University Hospital. A total of 592 patients, who received intravenous administrations of VCM between November 2011 and April 2016, were enrolled. Nephrotoxicity was defined as an increase in serum creatinine of ≥0.5 mg/dL or a ≥50% increase in serum creatinine from the baseline. Risk factors for VCM nephrotoxicity were extracted from previous reports. In the DT analysis, a chi-squared automatic interaction detection algorithm was constructed. For evaluating the established algorithms, a 10-fold cross validation method was adopted to calculate the misclassification risk of the model. Moreover, to compare the accuracy of the DT analysis, multiple logistic regression analysis was conducted. RESULTS: Eighty-seven (14.7%) patients developed nephrotoxicity. A VCM trough concentration of ≥15.0 mg/L, concomitant medication (vasopressor drugs and furosemide), and a duration of therapy ≥14 days were extracted to build the DT model, in which the patients were divided into 6 subgroups based on variable rates of nephrotoxicity, ranging from 4.6 to 69.6%. The predictive accuracies of the DT and logistic regression models were similar (87.3%, respectively), indicating that they were accurate. CONCLUSION: This study suggests the usefulness of DT models for the evaluation of adverse drug reactions.


Asunto(s)
Antibacterianos/efectos adversos , Árboles de Decisión , Enfermedades Renales/inducido químicamente , Vancomicina/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Antibacterianos/administración & dosificación , Antibacterianos/sangre , Creatinina/sangre , Minería de Datos , Quimioterapia Combinada , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Vancomicina/administración & dosificación , Vancomicina/sangre , Adulto Joven
14.
Yakugaku Zasshi ; 137(9): 1185-1192, 2017.
Artículo en Japonés | MEDLINE | ID: mdl-28867705

RESUMEN

Based on the predictive performance in our previous study, we switched the therapeutic drug monitoring (TDM) analysis software for dose setting of vancomycin (VCM) from "Vancomycin MEEK TDM analysis software Ver2.0" (MEEK) to "SHIONOGI-VCM-TDM ver.2009" (VCM-TDM) in January 2015. In the present study, our aim was to validate the effectiveness of the changing VCM TDM analysis software in initial dose setting of VCM. The enrolled patients were divided into two groups, each having 162 patients in total, who received VCM with the initial dose set using MEEK (MEEK group) or VCM-TDM (VCM-TDM group). We compared the rates of attaining the therapeutic range (trough value; 10-20 µg/mL) of serum VCM concentration between the groups. Multivariate logistic regression analysis was performed to confirm that changing the VCM TDM analysis software was an independent factor related to attaining the therapeutic range. Switching the VCM TDM analysis software from MEEK to VCM-TDM improved the rate of attaining the therapeutic range by 21.6% (MEEK group: 42.6% vs. VCM-TDM group: 64.2%, p<0.01). Patient age ≥65 years, concomitant medication (furosemide) and the TDM analysis software used VCM-TDM were considered to be independent factors for attaining the therapeutic range. These results demonstrated the effectiveness of switching the VCM TDM analysis software from MEEK to VCM-TDM for initial dose setting of VCM.


Asunto(s)
Monitoreo de Drogas/métodos , Validación de Programas de Computación , Programas Informáticos , Vancomicina/administración & dosificación , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Predicción , Humanos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Sensibilidad y Especificidad , Adulto Joven
15.
Artículo en Inglés | MEDLINE | ID: mdl-27504190

RESUMEN

BACKGROUND: We investigated the pharmacokinetics of etoposide (ETP) to reduce the inter-individual variations of ETP concentrations in patients with acute leukemia who underwent allogeneic hematopoietic stem cell transplantation. We also carried out an in vivo study using rats to verify the dose adjustment. METHODS: This study included 20 adult patients. ETP was administered intravenously at a dose of 15 mg/kg once daily for 2 days (total dose: 30 mg/kg) combined with standard conditioning of cyclophosphamide and total body irradiation. In an in vivo study using rats, ETP was administered intravenously at a dose of 15 mg/kg or an adjusted dose. The ETP plasma concentration was determined by using HPLC. The pharmacokinetic parameters were estimated by using a 1-compartment model. RESULTS: The peak concentration (Cmax) of ETP and the area under the plasma concentration-time curve (AUC) of ETP differed greatly among patients (range of Cmax, 51.8 - 116.5 µg/mL; range of AUC, 870 - 2015 µg · h/mL). A significant relationship was found between Cmax and AUC (R = 0.85, P < 0.05). Distribution volume (Vd) was suggested to be one of the factors of inter-individual variation in plasma concentration of ETP in patients (range of Vd, 0.13 - 0.27 L/kg), and correlated with Alb and body weight (R = 0.56, P < 0.05; R = 0.40, P < 0.05 respectively). We predicted Vd of rats by body weight of rats (with normal albumin levels and renal function), and the dose of ETP was adjusted using predicted Vd. In the dose adjustment group, the target plasma ETP concentration was achieved and the variation of plasma ETP concentration was decreased. CONCLUSION: The results suggested that inter-individual variation of plasma concentration of ETP could be reduced by predicting Vd. Prediction of Vd is effective for reducing individual variation of ETP concentration and might enable a good therapeutic effect to be achieved.

16.
Yakugaku Zasshi ; 132(12): 1325-8, 2012.
Artículo en Japonés | MEDLINE | ID: mdl-23208035

RESUMEN

When athletes consult sports outpatient or orthopedic clinics it is possible to undergo drug treatment with the medical staff having prior knowledge of that patient being an athlete. However, if athletes seek any other diagnosis and treatment as an ordinary patient, the possibility of medical staff realizing the potential for imposing a doping issue on the athlete is extremely low. As a result, if the athlete fails to provide medical staff with information regarding anti-doping regulations when receiving clinical treatment, drug treatment administered as part of medical practices could be viewed as doping, resulting in the athlete being disciplined. In order to avoid this, pharmacist should participate in training in order to be able to provide information for anti-doping purposes. It is my personal opinion that knowledge regarding anti-doping is something that should be shared by all pharmacists, as pharmacists are educated in the fields of pharmacology and pharmacokinetics during the pharmacy education process, and sports pharmacology is a part of this. However, in order for pharmacists to understand sports pharmacology, it is necessary to provide education not only on the benefits and adverse effects of pharmaceutical products, but also on the concept of banned substances. It can be considered one of the pharmacist's duties to protect athletes who purchase drugs at a pharmacy or consult medical institutions as patients. With this, I would like to propose considering the potential for introducing sports pharmacology to pharmaceutical education, and specialist pharmacist training in the sports spectrum.


Asunto(s)
Doping en los Deportes/prevención & control , Educación en Farmacia/tendencias , Especialización , Medicina Deportiva/educación , Humanos , Educación del Paciente como Asunto
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