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1.
Pediatr Dermatol ; 34(4): 433-437, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28508417

RESUMO

BACKGROUND/OBJECTIVES: Epidermal necrolysis (Stevens-Johnson syndrome and toxic epidermal necrolysis) includes immune-mediated, life-threatening inflammatory blistering disorders that can affect children. The Score of Toxic Epidermal Necrosis (SCORTEN) tool has accurately predicted the outcome of these disorders in adults but has not been tested in children. METHODS: We performed a retrospective chart review to compare the accuracy of the adult SCORTEN tool with that of two modifications tailored to children in predicting disease outcome. RESULTS: The longer the patient's median length of hospital stay was, the higher the adult and two proposed pediatric SCORTENs were. In addition, all patients who died had SCORTENs greater than 4. CONCLUSION: The pediatric-modified tools were not superior to the adult SCORTEN, which accurately predicted outcome.


Assuntos
Síndrome de Stevens-Johnson/diagnóstico , Adolescente , Adulto , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Tempo de Internação/estatística & dados numéricos , Masculino , Prognóstico , Estudos Retrospectivos , Índice de Gravidade de Doença
2.
Pediatr Radiol ; 44(2): 173-80, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24057195

RESUMO

BACKGROUND: Nephrogenic systemic fibrosis is a fibrosing disorder associated with exposure to gadolinium-based contrast agents in people with severely compromised renal function. OBJECTIVE: The purpose of this study was to determine the reported number of cases of nephrogenic systemic fibrosis in children using three distinct publicly available data sources. MATERIALS AND METHODS: We conducted systematic searches of the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS), the International Center for Nephrogenic Systemic Fibrosis Research (ICNSFR) registry and published literature from January 1997 through September 2012. We contacted authors of individual published cases to obtain follow-up data. Data sets were cross-referenced to eliminate duplicate reporting. RESULTS: We identified 23 children with nephrogenic systemic fibrosis. Seventeen had documented exposure to gadolinium-based contrast agents. Six children had been reported in both the FAERS and the literature, four in the FAERS and the ICNSFR registry and five in all three data sources. CONCLUSION: Nephrogenic systemic fibrosis has been rarely reported in children. Although rules related to confidentiality limit the ability to reconcile reports, active pharmaco-vigilance using RADAR (Research on Adverse Drug events And Reports) methodology helped in establishing the number of individual pediatric cases within the three major data sources.


Assuntos
Sistemas de Notificação de Reações Adversas a Medicamentos/estatística & dados numéricos , Gadolínio/efeitos adversos , Imageamento por Ressonância Magnética/estatística & dados numéricos , Notificação de Abuso , Dermopatia Fibrosante Nefrogênica/induzido quimicamente , Dermopatia Fibrosante Nefrogênica/epidemiologia , Adolescente , Distribuição por Idade , Criança , Feminino , Humanos , Incidência , Masculino , Medição de Risco , Distribuição por Sexo , Estados Unidos/epidemiologia
5.
Semin Thromb Hemost ; 38(8): 893-904, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23041981

RESUMO

The genes encoding the cytochrome P450 2C9 enzyme (CYP2C9) and vitamin K-epoxide reductase complex unit 1 (VKORC1) are major determinants of anticoagulant response to warfarin. Together with patient demographics and clinical information, they account for approximately one-half of the warfarin dose variance in individuals of European descent. Recent prospective and randomized controlled trial data support pharmacogenetic guidance with their use in warfarin dose initiation and titration. Benefits from pharmacogenetics-guided warfarin dosing have been reported to extend beyond the period of initial dosing, with supportive data indicating benefits to at least 3 months. The genetic effects of VKORC1 and CYP2C9 in African and Asian populations are concordant with those in individuals of European ancestry; however, frequency distribution of allelic variants can vary considerably between major populations. Future randomized controlled trials in multiethnic settings using population-specific dosing algorithms will allow us to further ascertain the generalizability and cost-effectiveness of pharmacogenetics-guided warfarin therapy. Additional genome-wide association studies may help us to improve and refine dosing algorithms and potentially identify novel biological pathways.


Assuntos
Anticoagulantes/efeitos adversos , Hidrocarboneto de Aril Hidroxilases/genética , Oxigenases de Função Mista/genética , Varfarina/efeitos adversos , Anticoagulantes/farmacologia , Hidrocarboneto de Aril Hidroxilases/metabolismo , Citocromo P-450 CYP2C9 , Variação Genética , Genótipo , Humanos , Coeficiente Internacional Normatizado , Oxigenases de Função Mista/metabolismo , Vitamina K Epóxido Redutases , Varfarina/farmacologia
7.
Clin Cancer Res ; 15(11): 3850-5, 2009 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-19458059

RESUMO

PURPOSE: Serious adverse drug event (sADE) reporting to Institutional Review Boards (IRB) is essential to ensure pharmaceutical safety. However, the quality of these reports has not been studied. Safety reports are especially important for cancer drugs that receive accelerated Food and Drug Administration approval, like imatinib, as preapproval experience with these drugs is limited. We evaluated the quality, accuracy, and completeness of sADE reports submitted to an IRB. EXPERIMENTAL DESIGN: sADE reports submitted to an IRB from 14 clinical trials with imatinib were reviewed. Structured case report forms, containing detailed clinical data fields and a validated causality assessment instrument, were developed. Two forms were generated for each ADE, the first populated with data abstracted from the IRB reports, and the second populated with data from the corresponding clinical record. Completeness and causality assessments were evaluated for each of the two sources, and then compared. Accuracy (concordance between sources) was also assessed. RESULTS: Of 115 sADEs reported for 177 cancer patients to the IRB, overall completeness of adverse event descriptions was 2.4-fold greater for structured case report forms populated with information from the clinical record versus the corresponding forms from IRB reports (95.0% versus 40.3%, P < 0.05). Information supporting causality assessments was recorded 3.5-fold more often in primary data sources versus IRB adverse event descriptions (93% versus 26%, P < 0.05). Some key clinical information was discrepant between the two sources. CONCLUSIONS: The use of structured syndrome-specific case report forms could enhance the quality of reporting to IRBs, thereby improving the safety of pharmaceuticals administered to cancer patients.


Assuntos
Sistemas de Notificação de Reações Adversas a Medicamentos/estatística & dados numéricos , Sistemas de Notificação de Reações Adversas a Medicamentos/normas , Comitê de Profissionais , Sistemas de Notificação de Reações Adversas a Medicamentos/organização & administração , Antineoplásicos/efeitos adversos , Benzamidas , Ensaios Clínicos como Assunto , Revisão de Uso de Medicamentos/organização & administração , Revisão de Uso de Medicamentos/normas , Revisão de Uso de Medicamentos/estatística & dados numéricos , Fraturas Ósseas/induzido quimicamente , Insuficiência Cardíaca/induzido quimicamente , Humanos , Mesilato de Imatinib , Infecções/induzido quimicamente , Neoplasias/tratamento farmacológico , Piperazinas/efeitos adversos , Vigilância de Produtos Comercializados/normas , Vigilância de Produtos Comercializados/estatística & dados numéricos , Edema Pulmonar/induzido quimicamente , Pirimidinas/efeitos adversos , Fatores de Tempo
10.
Arch Intern Med ; 167(10): 1041-9, 2007 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-17533207

RESUMO

BACKGROUND: The Food and Drug Administration (FDA) and pharmaceutical manufacturers conduct most postmarketing pharmaceutical safety investigations. These efforts are frequently based on data mining of databases. In 1998, investigators initiated the Research on Adverse Drug events And Reports (RADAR) project to investigate reports of serious adverse drug reactions (ADRs) and prospectively obtain information on these cases. We compare safety efforts for evaluating serious ADRs conducted by the FDA and pharmaceutical manufacturers vs the RADAR project. METHODS: We evaluated the completeness of serious ADR descriptions in the FDA and RADAR databases and the comprehensiveness of notifications disseminated by pharmaceutical manufacturers and the RADAR investigators. A serious ADR was defined as an event that led to death or required intensive therapies to reverse. RESULTS: The RADAR investigators evaluated 16 serious ADRs. Compared with descriptions of these ADRs in FDA databases (2296 reports), reports in RADAR databases (472 reports) had a 2-fold higher rate of including information on history and physical examination (92% vs 45%; P<.001) and a 9-fold higher rate of including basic science findings (34% vs 4%; P = .08). Safety notifications were disseminated earlier by pharmaceutical suppliers (2 vs 4 years after approval, respectively), although notifications were less likely to include information on incidence (46% vs 93%; P = .02), outcomes (8% vs 100%; P<.001), treatment or prophylaxis (25% vs 93%; P<.001), or references (8% vs 80%; P<.001). CONCLUSION: Proactive safety efforts conducted by the RADAR investigators are more comprehensive than those conducted by the FDA and pharmaceutical manufacturers, but dissemination of related safety notifications is less timely.


Assuntos
Indústria Farmacêutica , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Vigilância de Produtos Comercializados/métodos , United States Food and Drug Administration , Bases de Dados Factuais , Humanos , Disseminação de Informação , Estudos Prospectivos , Estados Unidos
11.
N Engl J Med ; 351(14): 1403-8, 2004 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-15459301

RESUMO

BACKGROUND: Between 1988 and 1998, antibody-associated pure red-cell aplasia was reported in three patients who had undergone treatment with recombinant human erythropoietin (epoetin). Between 1998 and 2000, 13 such cases were reported from France--12 in patients who had received the Eprex formulation of epoetin alfa and 1 in a patient who had received Neorecormon (a formulation of epoetin beta); both are products that are marketed outside the United States. METHODS: We obtained reports of epoetin-associated pure red-cell aplasia from the Food and Drug Administration and from the manufacturers of Eprex, Epogen (another formulation of epoetin alfa), and Neorecormon. The numbers of case reports and estimates of exposure-adjusted incidence were analyzed according to the product, the cause of anemia, the route of administration, the country in which pure red-cell aplasia was identified, and the date on which pure red-cell aplasia was reported. RESULTS: Between January 1998 and April 2004, 175 cases of epoetin-associated pure red-cell aplasia were reported for Eprex, 11 cases for Neorecormon, and 5 cases for Epogen. Over half these cases had occurred in France, Canada, the United Kingdom, and Spain. Between 2001 and 2003, the estimated exposure-adjusted incidence was 18 cases per 100,000 patient-years for the Eprex formulation without human serum albumin, 6 per 100,000 patient-years for the Eprex formulation with human serum albumin, 1 case per 100,000 patient-years for Neorecormon, and 0.2 case per 100,000 patient-years for Epogen. After procedures were adopted to ensure appropriate storage, handling, and administration of Eprex to patients with chronic kidney disease, the exposure-adjusted incidence decreased by 83 percent worldwide. CONCLUSIONS: After the peak incidence of Eprex-associated pure red-cell aplasia was reached in 2001, interventions designed in response to drug-monitoring programs worldwide resulted in a reduction of more than 80 percent in the incidence of pure red-cell aplasia due to Eprex.


Assuntos
Eritropoetina/efeitos adversos , Aplasia Pura de Série Vermelha/induzido quimicamente , Adolescente , Adulto , Sistemas de Notificação de Reações Adversas a Medicamentos , Idoso , Idoso de 80 Anos ou mais , Epoetina alfa , Feminino , Humanos , Falência Renal Crônica/complicações , Falência Renal Crônica/tratamento farmacológico , Masculino , Pessoa de Meia-Idade , Proteínas Recombinantes , Aplasia Pura de Série Vermelha/epidemiologia
12.
Chest ; 131(2): 489-96, 2007 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-17296652

RESUMO

BACKGROUND: Limiting the effects of a large-scale bioterrorist anthrax attack will require rapid and accurate detection of the earliest victims. We undertook this study to improve physicians' ability to rapidly detect inhalational anthrax victims. METHODS: We conducted a case-control study to compare chest radiograph findings from 47 patients from historical inhalational anthrax cases and 188 community-acquired pneumonia control subjects. We then used classification tree analyses to derive an algorithm of chest radiograph findings and clinical characteristics that accurately and explicitly discriminated between inhalational anthrax and community-acquired pneumonia. RESULTS: Twenty-two of the 47 patients from historical inhalational anthrax cases (46.8%) had reported chest radiograph findings. All 22 case patients (100%) had mediastinal widening, pleural effusion, or both. However, 16 case patients (72.7%) also had infiltrates. In comparison, all 188 community-acquired control subjects had reported chest radiographs. Of these, 127 control subjects (67.6%) had infiltrates, 43 control subjects (22.9%) had pleural effusions, and 15 control subjects (8.0%) had mediastinal widening. A derived algorithm with three predictor variables (chest radiograph finding of mediastinal widening, altered mental status, and elevated hematocrit) is 100% sensitive (95% confidence interval [CI], 73.5 to 100) and 98.3% specific (95% CI, 95.1 to 99.6). The derivation process used 12 patients with inhalational anthrax and 177 control subjects with community-acquired pneumonia who had information available for all three variables. CONCLUSIONS: There are significant chest radiograph differences between inhalational anthrax and community-acquired pneumonia, but none of the chest radiograph findings are both highly sensitive and highly specific. The derived clinical algorithm can improve physicians' ability to discriminate inhalational anthrax from community-acquired pneumonia, but its utility is limited to previously healthy individuals and its accuracy may be limited by missing values.


Assuntos
Algoritmos , Antraz/diagnóstico por imagem , Infecções Comunitárias Adquiridas/diagnóstico por imagem , Pneumonia/diagnóstico por imagem , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Diagnóstico Diferencial , Diagnóstico Precoce , Feminino , Hematócrito , Humanos , Masculino , Pessoa de Meia-Idade , Radiografia
13.
PeerJ ; 5: e3020, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28289563

RESUMO

IMPORTANCE: Case reports describe persistent erectile dysfunction (PED) associated with exposure to 5α-reductase inhibitors (5α-RIs). Clinical trial reports and the manufacturers' full prescribing information (FPI) for finasteride and dutasteride state that risk of sexual adverse effects is not increased by longer duration of 5α-RI exposure and that sexual adverse effects of 5α-RIs resolve in men who discontinue exposure. OBJECTIVE: Our chief objective was to assess whether longer duration of 5α-RI exposure increases risk of PED, independent of age and other known risk factors. Men with shorter 5α-RI exposure served as a comparison control group for those with longer exposure. DESIGN: We used a single-group study design and classification tree analysis (CTA) to model PED (lasting ≥90 days after stopping 5α-RI). Covariates included subject attributes, diseases, and drug exposures associated with sexual dysfunction. SETTING: Our data source was the electronic medical record data repository for Northwestern Medicine. SUBJECTS: The analysis cohorts comprised all men exposed to finasteride or dutasteride or combination products containing one of these drugs, and the subgroup of men 16-42 years old and exposed to finasteride ≤1.25 mg/day. MAIN OUTCOME AND MEASURES: Our main outcome measure was diagnosis of PED beginning after first 5α-RI exposure, continuing for at least 90 days after stopping 5α-RI, and with contemporaneous treatment with a phosphodiesterase-5 inhibitor (PDE5I). Other outcome measures were erectile dysfunction (ED) and low libido. PED was determined by manual review of medical narratives for all subjects with ED. Risk of an adverse effect was expressed as number needed to harm (NNH). RESULTS: Among men with 5α-RI exposure, 167 of 11,909 (1.4%) developed PED (persistence median 1,348 days after stopping 5α-RI, interquartile range (IQR) 631.5-2320.5 days); the multivariable model predicting PED had four variables: prostate disease, duration of 5α-RI exposure, age, and nonsteroidal anti-inflammatory drug (NSAID) use. Of 530 men with new ED, 167 (31.5%) had new PED. Men without prostate disease who combined NSAID use with >208.5 days of 5α-RI exposure had 4.8-fold higher risk of PED than men with shorter exposure (NNH 59.8, all p < 0.002). Among men 16-42 years old and exposed to finasteride ≤1.25 mg/day, 34 of 4,284 (0.8%) developed PED (persistence median 1,534 days, IQR 651-2,351 days); the multivariable model predicting PED had one variable: duration of 5α-RI exposure. Of 103 young men with new ED, 34 (33%) had new PED. Young men with >205 days of finasteride exposure had 4.9-fold higher risk of PED (NNH 108.2, p < 0.004) than men with shorter exposure. CONCLUSION AND RELEVANCE: Risk of PED was higher in men with longer exposure to 5α-RIs. Among young men, longer exposure to finasteride posed a greater risk of PED than all other assessed risk factors.

15.
J Clin Oncol ; 21(20): 3859-66, 2003 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-14551305

RESUMO

PURPOSE: To describe the clinical findings, occurrence rates, causality evidence, and dissemination media for serious cancer drug-associated adverse drug reactions (ADRs) reported in the postmarketing setting. METHODS: ADRs were termed serious if they resulted in death or severe organ failure. ADR information for oncology drugs from package insert (PI) revisions, so-called Dear Doctor letters, and journal articles was evaluated to identify serious ADRs reported from 2000 to 2002. Timing and content of information disseminated was assessed. RESULTS: Twenty-five serious ADRs associated with 22 oncology drugs were identified after approval. Approximately half of these serious ADRs are associated with drugs approved before 1995. ADRs were described in articles in medical journals (17 ADRs), PI revisions (18 ADRs), and Dear Doctor letters (12 ADRs). PI revisions occurred less than 1 year after peer-reviewed publication for four ADRs. These revisions often differed for similar ADRs that occurred with drugs of the same class. Five of the seven ADRs lacking PI changes occurred with off-label use, for which PI change is not recommended by US Food and Drug Administration (FDA) policy. No cancer drug was withdrawn from the market during the observation period. CONCLUSION: Our findings demonstrate that serious ADRs may be discovered as long as 36 years after a drug receives FDA approval. This suggests a need for continued vigilance and efficient strategies for dissemination of information about ADRs associated with cancer drugs.


Assuntos
Sistemas de Notificação de Reações Adversas a Medicamentos , Antineoplásicos/efeitos adversos , Aprovação de Drogas , Vigilância de Produtos Comercializados , Fatores de Tempo , Estados Unidos , United States Food and Drug Administration
17.
JAMA ; 293(17): 2131-40, 2005 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-15870417

RESUMO

CONTEXT: In 1998, a multidisciplinary team of investigators initiated RADAR (Research on Adverse Drug events And Reports), a clinically based postmarketing surveillance program that systematically investigates and disseminates information describing serious and previously unrecognized adverse drug and device reactions (ADRs). OBJECTIVE: To describe the structure, operations, and preliminary findings from the RADAR project and related dissemination efforts by pharmaceutical suppliers and the US Food and Drug Administration (FDA). DESIGN: After identifying a serious and unexpected clinical event suitable for further investigation, RADAR collaborators postulated clinical hypotheses and derived case series and incidence estimates from physician queries, published and unpublished clinical trials, published case reports, FDA databases, and manufacturer sales figures. RESULTS: RADAR investigators identified 16 types of serious ADRs among 1699 patients, of whom 169 (10%) died as a result of the reaction. Initial cases were identified by 7 RADAR investigators, 4 collaborating physicians, 2 attorneys, and by reviewing 3 published reports. Additional sources included queries of occupational health programs and medical directors of interventional cardiology laboratories (3 types of ADRs), published manuscripts and clinical trials (11 types of ADRs), review of medical records at a RADAR site (2 types of ADRs), unpublished clinical trial reports (3 types of ADRs), and reports from attorneys, family members, or patients (4 types of ADRs). Incidence estimates, ranging from 0.4% to 33%, were derived from 5 clinical trial reports, 2 physician queries, and 2 observational databases. Laboratory support for hypotheses included identification of 3 neutralizing antibodies and 3 histopathological findings. ADR reports were disseminated as 8 revised package inserts, 7 "dear doctor" letters, and 9 peer-reviewed articles. CONCLUSION: A new, clinically based, hypothesis-driven approach to postmarketing surveillance may supplement existing regulatory surveillance systems and improve patient safety.


Assuntos
Sistemas de Notificação de Reações Adversas a Medicamentos
18.
Drug Saf ; 38(2): 183-7, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25566825

RESUMO

BACKGROUND: Rasburicase, a recombinant urate oxidase, is used to rapidly metabolize uric acid in patients with hyperuricaemia. Rasburicase is an immunogenic therapeutic protein, which has been shown to elicit antibody response in 64 % of healthy volunteers within 1-6 weeks after the initial course, with persistent antibodies for over 1 year. Drug labelling indicates that anaphylaxis rarely occurs (in <1 % of patients) after a single course of therapy with rasburicase, but there are no data available on the incidence of anaphylaxis in patients receiving a subsequent rasburicase course. OBJECTIVE: The objective of this study was to determine the incidence of anaphylaxis after multiple treatment courses of rasburicase. METHODS: A retrospective chart review was performed on 97 consecutively treated patients who received repeated courses of rasburicase for hyperuricaemia. RESULTS: None of the 97 patients who were reviewed experienced anaphylaxis during the first rasburicase course; however, six patients (6.2 %) experienced anaphylaxis during a subsequent rasburicase treatment course (p = 0.03). CONCLUSION: Anaphylaxis after a second course of rasburicase appears to occur more frequently than described in the US Food and Drug Administration-approved package insert for initial treatment courses. Given the serious nature of anaphylactic events, caution is advised when administering repeated courses of rasburicase.


Assuntos
Sistemas de Notificação de Reações Adversas a Medicamentos , Anafilaxia/induzido quimicamente , Supressores da Gota/efeitos adversos , Urato Oxidase/efeitos adversos , Anafilaxia/epidemiologia , Relação Dose-Resposta a Droga , Supressores da Gota/administração & dosagem , Supressores da Gota/uso terapêutico , Humanos , Guias de Prática Clínica como Assunto , Estudos Retrospectivos , Risco , Urato Oxidase/administração & dosagem , Urato Oxidase/uso terapêutico
19.
JAMA Dermatol ; 151(6): 600-6, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25830296

RESUMO

IMPORTANCE: Two meta-analyses conclude that finasteride treatment of androgenic alopecia (AGA) is safe but do not assess quality of safety reporting. OBJECTIVE: To assess safety reporting for clinical trial reports of finasteride for AGA. DATA SOURCES: MEDLINE, ClinicalTrials.gov, and a clinical data repository for an academic medical center. STUDY SELECTION: Published clinical trial reports for finasteride treatment of AGA. DATA EXTRACTION AND SYNTHESIS: For each trial, we assessed quality of adverse event reporting, extracted the number and type of adverse events in treatment and placebo groups, and assessed duration of safety evaluation and adequacy of blinding. Two observers independently extracted the data; differences were resolved by consensus. We assessed generalizability in a large cohort of men prescribed finasteride, 1.25 mg/d or less, by assessing for eligibility in the finasteride-AGA pivotal trials. MAIN OUTCOMES AND MEASURES: Quality was assessed as adequate, partially adequate, inadequate, or no events reported. We used funnel plots of the hazard ratio to assess bias. RESULTS: Of 34 clinical trials, none had adequate safety reporting, 19 were partially adequate, 12 were inadequate, and 3 reported no adverse events. Funnel plots were asymmetric with a bias toward lower odds ratio for sexual adverse effects, suggesting systematic underdetection. No reports assessed adequacy of blinding, 18 (53%) disclosed conflicts of interest, and 19 (56%) received funding from the manufacturer. Duration of drug safety evaluation was 1 year or less for 26 of 34 trials (76%). Of 5704 men in the clinical data repository who were treated for AGA with finasteride, 1.25 mg/d or less, for AGA, only 31% met inclusion criteria for the pivotal trials referenced in the manufacturer's full prescribing information and 33% took finasteride for more than 1 year. CONCLUSIONS AND RELEVANCE: Available toxicity information from clinical trials of finasteride in men with AGA is very limited, is of poor quality, and seems to be systematically biased. In a cohort of men prescribed finasteride for routine treatment of AGA, most would have been excluded from the pivotal studies that supported US Food and Drug Administration approval for AGA. Published reports of clinical trials provide insufficient information to establish the safety profile for finasteride in the treatment of AGA.


Assuntos
Inibidores de 5-alfa Redutase/efeitos adversos , Alopecia/tratamento farmacológico , Finasterida/efeitos adversos , Inibidores de 5-alfa Redutase/uso terapêutico , Viés , Ensaios Clínicos como Assunto/métodos , Finasterida/uso terapêutico , Humanos , Masculino , Modelos de Riscos Proporcionais
20.
JMIR Med Inform ; 2(1): e10, 2014 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-25600332

RESUMO

BACKGROUND: The Food and Drug Administration's (FDA) Adverse Event Reporting System (FAERS) is a repository of spontaneously-reported adverse drug events (ADEs) for FDA-approved prescription drugs. FAERS reports include both structured reports and unstructured narratives. The narratives often include essential information for evaluation of the severity, causality, and description of ADEs that are not present in the structured data. The timely identification of unknown toxicities of prescription drugs is an important, unsolved problem. OBJECTIVE: The objective of this study was to develop an annotated corpus of FAERS narratives and biomedical named entity tagger to automatically identify ADE related information in the FAERS narratives. METHODS: We developed an annotation guideline and annotate medication information and adverse event related entities on 122 FAERS narratives comprising approximately 23,000 word tokens. A named entity tagger using supervised machine learning approaches was built for detecting medication information and adverse event entities using various categories of features. RESULTS: The annotated corpus had an agreement of over .9 Cohen's kappa for medication and adverse event entities. The best performing tagger achieves an overall performance of 0.73 F1 score for detection of medication, adverse event and other named entities. CONCLUSIONS: In this study, we developed an annotated corpus of FAERS narratives and machine learning based models for automatically extracting medication and adverse event information from the FAERS narratives. Our study is an important step towards enriching the FAERS data for postmarketing pharmacovigilance.

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