Correction: Risk factors for drug-related problems in a general hospital: A large prospective cohort.

[This corrects the article DOI: 10.1371/journal.pone.0230215.].

Development and validation of a clinical instrument to predict risk of an adverse drug reactions in hospitalized patients.

OBJECTIVE: Development and internal validation of a clinical tool for assessment of the risk of adverse drug reactions (ADR) in hospitalized patients. METHODOLOGY: Nested case-control study in an open cohort of all patients admitted to a general hospital. Cases of ADR were matched to two controls. Eighty four patient variables collected at the time of the ADR were analyzed by conditional logistic regression. Multivariate logistic regression with clustering of cases in a random sample of 2/3 of the cases and respective controls, with baseline odds-ratio corrected with an estimate of ADR incidence, was used to obtain regression coefficients for each risk factor and to develop a risk score. The clinical tool was validated in the remaining 1/3 observations. The study was approved by the institution's research ethics committee. RESULTS: In the 8060 hospitalized patients, ADR occurred in 343 (5.31%), who were matched to 686 controls. Fourteen variables were identified as independent risk factors of ADR: female, past history of ADR, heart rate ≥72 bpm, systolic blood pressure≥148 mmHg, diastolic blood pressure <79 mmHg, diabetes mellitus, serum urea ≥ 67 mg/dL, serum sodium ≥141 mmol/L, serum potassium ≥4.9 mmol/L, main diagnosis of neoplasia, prescription of ≥3 ATC class B drugs, prescription of ATC class R drugs, prescription of intravenous drugs and ≥ 6 oral drugs. In the validation sample, the ADR risk tool based on those variables showed sensitivity 61%, specificity 73% and area under the ROC curve 0.73. CONCLUSION: We report a clinical tool for ADR risk stratification in patients hospitalized in general wards based on 14 variables.

Risk factors for drug-related problems in a general hospital: A large prospective cohort.

OBJECTIVE: To identify risk factors for potential Drug-Related Problems (DRP) at admission in hospitalized patients. METHODOLOGY: Prospective cohort study conducted in adults patients hospitalized (May 2016 to May 2018) in a general tertiary care hospital in Brazil. Potential DRP were detected by daily review of 100% of electronic medication orders by hospital pharmacists and classified by the Pharmaceutical Care Network Europe classification system (PCNE version 6.2). For the identification of risk factors of potential DRP, backward stepwise logistic regression was used to identify the set of independent predictors among over 120 variables collected in the initial 48 hours after admission in a training set consisting of 2/3 of the study population. The model was validated in the remaining sample. RESULTS: The study population consisted of 1686 patients aged 52.0+/- 18.3 years-old, 51.4% females, with a median length of stay of 3.24 days, and 4.5% in-hospital mortality. The cumulative incidence of potential DRP was 14.5%. Admission for elective surgery and main diagnosis of disease of the circulatory system were associated with reduced risk of DRP (OR 0.41 and 0.57, respectively, p<0.05). The independent risk factors of DRP are heart rate ≥ 80 bpm (OR 1.41, p = 0.05), prescription of more than seven drugs in day 2 (OR 1.63, p = 0.05), prescription in day 1 of drugs of the Anatomical Therapeutic Chemical Code (ATC) class A (alimentary tract and metabolism, OR 2.24, p = 0.003), prescription in day 2 of two or more ATC class A drugs (OR = 3.52, p<0.001), and in day 1 of ATC class J drugs (antiinfectives for systemic use, OR 1.97, p = 0.001). In the validation set, the c-statistic of the predictive model was 0.65, the sensitivity was 56.1% and the specificity was 65.2%. CONCLUSION: This study identified seven independent risk factors of potential DRP in patients hospitalized in a general hospital that have fair predictive performance for utilization in clinical practice.

Incidence, types and acceptability of pharmaceutical interventions about drug related problems in a general hospital: an open prospective cohort.

OBJECTIVES: To evaluate the incidence and types of drug-related problems (DRP) in a general teaching hospital and to evaluate the acceptability of pharmaceutical interventions by the medical team. DESIGN: Prospective cohort study during 2 years. SETTING: Conducted in a Brazilian University Hospital. PARTICIPANTS: The patient cohort consisted of 9303 patients with a total of 12 286 hospitalisation episodes. PRIMARY OUTCOME MEASURES: DRP detected by pharmacists' review of 100% medication orders using Pharmaceutical Care Network Europe 6.2 classification. RESULTS: Patients with a mean age of 52.6±17.7 years and 50.9% females. A total of 3373 DRP in 1903 hospital episodes were identified, corresponding to a cumulative incidence of 15.5%. 'Treatment ineffectiveness' (11.5%) and 'Treatment costs' (5.90%) were the most common DRP and 'Drug use process' (18.4%) and 'Treatment duration' (31.0%) the main causes of DRP. The medicines involved most often involved in DRP were anti-infectives (36.0%), mainly cephalosporins (20.2%), antiulcer (38.6%), analgesics/antipyretics (61.2%), propulsives (51.2%), opioids (38.5%) and antiemetics (57.4%). From 1939 pharmaceutical interventions, at least, 21.4% were not approved by the medical team. CONCLUSION: DRP detected by 100% medication order review by hospital pharmacists occur in a significant proportion of hospital episodes, the most frequent being related to treatment effectiveness and treatment costs. The medications mostly involved were cephalosporins, penicillins, antidyspeptics, analgesics, antipyretics, opioids and antiemetics. Pharmaceutical interventions had low acceptability by the medical staff.

Dois casos de hiperpigmentação cutânea induzido pela polimixina B / Two cases of skin hyperpigmentation induced by polymyxin B

INTRODUÇÃO: O processo de hiperpigmentação cutânea envolve mecanismos bioquímicos e imunológicos que estimulam a melanogênese e apesar da nefrotoxicidade consistir na reação adversa mais relevante da polimixina B, o antimicrobiano também está associado a esta alteração. RELATO DE CASO: Caso 1: paciente masculino diagnosticado com Linfoma de Hodgkin, que desenvolveu hiperpigmentação cutânea após iniciar tratamento com meropenem, anidulafungina e polimixina B devido a um quadro de choque séptico. Caso 2: paciente masculino admitido na UTI por rebaixamento do nível de consciência e suspeita de IAMCSST, diagnosticado com endocardite e pericardite, que também apresentou hiperpigmentação cutânea durante terapia com anfotericina B e polimixina B. CONCLUSÃO: Após criteriosa avaliação da ordem cronológica e medicamentos utilizados pelos pacientes, concluímos que a polimixina B desencadeou a hiperpigmentação em ambos. Por fim, baseado ao mecanismo desta reação e aos achados científicos, estudos clínicos que possam evidenciar um provável efeito farmacológico com o uso de antagonistas H2 são necessários.

INTRODUCTION: The skin hyperpigmentation process involves biochemical and immunological mechanisms that stimulate melanogenesis and although nephrotoxicity consists of the most relevant adverse reaction of polymyxin B, it is also associated with this changes. CASE REPORT: Case 1: male patient, diagnosed with Hodgkin's Lymphoma, who developed skin hyperpigmentation after starting treatment with meropenem, anidulafungin and polymyxin B due to a septic shock. Case 2: male patient, admitted to the ICU for decreased level of consciousness and suspected STEMI, diagnosed with endocarditis and pericarditis, who also presented skin hyperpigmentation during therapy with amphotericin B and polymyxin B. CONCLUSION: After careful evaluation of chronological order and drugs used by patients, we conclude that polymyxin B caused hyperpigmentation in both patients. Finally, based on the mechanism of this reaction and the scientific findings, clinical studies that may evidence a probable pharmacological effect with the use of H2 antagonists are required.