Evaluation of Electronic Healthcare Databases for Post-Marketing Drug Safety Surveillance and Pharmacoepidemiology in China.

Abstract:

INTRODUCTION:Electronic healthcare databases (EHDs) are used increasingly for post-marketing drug safety surveillance and pharmacoepidemiology in Europe and North America. However, few studies have examined the potential of these data sources in China. METHODS:Three major types of EHDs in China (i.e., a regional community-based database, a national claims database, and an electronic medical records [EMR] database) were selected for evaluation. Forty core variables were derived based on the US Mini-Sentinel (MS) Common Data Model (CDM) as well as the data features in China that would be desirable to support drug safety surveillance. An email survey of these core variables and eight general questions as well as follow-up inquiries on additional variables was conducted. These 40 core variables across the three EHDs and all variables in each EHD along with those in the US MS CDM and Observational Medical Outcomes Partnership (OMOP) CDM were compared for availability and labeled based on specific standards. RESULTS:All of the EHDs' custodians confirmed their willingness to share their databases with academic institutions after appropriate approval was obtained. The regional community-based database contained 1.19 million people in 2015 with 85% of core variables. Resampled annually nationwide, the national claims database included 5.4 million people in 2014 with 55% of core variables, and the EMR database included 3 million inpatients from 60 hospitals in 2015 with 80% of core variables. Compared with MS CDM or OMOP CDM, the proportion of variables across the three EHDs available or able to be transformed/derived from the original sources are 24-83% or 45-73%, respectively. CONCLUSIONS:These EHDs provide potential value to post-marketing drug safety surveillance and pharmacoepidemiology in China. Future research is warranted to assess the quality and completeness of these EHDs or additional data sources in China.

journal_name

Drug Saf

journal_title

Drug safety

authors

Yang Y,Zhou X,Gao S,Lin H,Xie Y,Feng Y,Huang K,Zhan S

doi

10.1007/s40264-017-0589-z

subject

Has Abstract

pub_date

2018-01-01 00:00:00

pages

125-137

issue

1

eissn

0114-5916

issn

1179-1942

pii

10.1007/s40264-017-0589-z

journal_volume

41

pub_type

杂志文章
  • Treating breast cancer during pregnancy. What can be taken safely?

    abstract::The occurrence of breast cancer during pregnancy is a rare clinical situation. However, if it is diagnosed, a multidisciplinary approach involving an obstetrician, a medical oncologist and a surgeon is needed. In this situation, breast cancer should be treated according to the same principles applied in nonpregnant pa...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-199818020-00005

    authors: Espié M,Cuvier C

    更新日期:1998-02-01 00:00:00

  • A Comparative View of Reported Adverse Effects of Statins in Social Media, Regulatory Data, Drug Information Databases and Systematic Reviews.

    abstract:INTRODUCTION:There are few studies assessing how data on adverse drug events from consumers on social media compare with other sources. AIM:The aim of this study was to assess the consistency of adverse event data of statin medications from social media as compared with other sources. METHODS:We collected data on the...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-020-00998-1

    authors: Golder S,Smith K,O'Connor K,Gross R,Hennessy S,Gonzalez-Hernandez G

    更新日期:2021-02-01 00:00:00

  • Hydroxyurea in the treatment of HIV infection: clinical efficacy and safety concerns.

    abstract::Data from basic science and clinical studies suggest that hydroxyurea (hydroxycarbamide)-based regimens are effective treatment options for patients with HIV at various stages of disease. In vitro studies of HIV-infected lymphocytes have shown that hydroxyurea: (i) inhibits viral DNA synthesis; (ii) synergistically in...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-200326090-00002

    authors: Lisziewicz J,Foli A,Wainberg M,Lori F

    更新日期:2003-01-01 00:00:00

  • Adverse reactions to drugs as a cause of admissions to a general teaching hospital in Hong Kong.

    abstract::To determine the pattern of and the risk factors for adverse drug reactions (ADRs) in Hong Kong, a prospective study of acute admissions to 2 general medical wards at the Prince of Wales Hospital was undertaken. Of the 1701 admissions included in this study, 74 (4.4%) were attributed to ADRs. Sulphonylureas, nonsteroi...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/00002018-199207030-00008

    authors: Chan TY,Chan JC,Tomlinson B,Critchley JA

    更新日期:1992-05-01 00:00:00

  • Validation of statistical signal detection procedures in eudravigilance post-authorization data: a retrospective evaluation of the potential for earlier signalling.

    abstract:BACKGROUND:Screening large databases of spontaneous case reports of possible adverse drug reactions (ADRs) is an established method of identifying hitherto unknown adverse effects of medicinal products; however, there is a lack of consensus concerning the value of formal statistical screening procedures in guiding such...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/11534410-000000000-00000

    authors: Alvarez Y,Hidalgo A,Maignen F,Slattery J

    更新日期:2010-06-01 00:00:00

  • Antidepressants and the Risk of Hemorrhagic Stroke in the Elderly: a Nested Case-Control Study.

    abstract:BACKGROUND AND PURPOSE:Selective serotonin reuptake inhibitors (SSRIs) are frequently prescribed in the elderly due to a more favorable risk profile than other antidepressants (ADs). However, SSRIs are associated with an increased risk of gastrointestinal bleeding, while evidence on the risk of hemorrhagic stroke (HS) ...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-019-00837-y

    authors: Schäfer W,Princk C,Kollhorst B,Schink T

    更新日期:2019-09-01 00:00:00

  • Ipilimumab-Induced Enterocolitis: A Systematic Review and Meta-Analysis.

    abstract:INTRODUCTION:Checkpoint inhibitor drugs including ipilimumab have been reported to induce intestinal injury. OBJECTIVE:We aimed to evaluate the risk of chronic (> 6 weeks) enterocolitis following ipilimumab administration, and the likelihood that an enteritis vs colitis or enterocolitis is seen. PATIENTS AND METHODS:...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.1007/s40264-020-00979-4

    authors: Witges K,Shafer LA,Zarychanski R,Abou-Setta AM,Rabbani R,Dingwall O,Bernstein CN

    更新日期:2020-12-01 00:00:00

  • Validating Intelligent Automation Systems in Pharmacovigilance: Insights from Good Manufacturing Practices.

    abstract::Pharmacovigilance is the science of monitoring the effects of medicinal products to identify and evaluate potential adverse reactions and provide necessary and timely risk mitigation measures. Intelligent automation technologies have a strong potential to automate routine work and to balance resource use across safety...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-020-01030-2

    authors: Huysentruyt K,Kjoersvik O,Dobracki P,Savage E,Mishalov E,Cherry M,Leonard E,Taylor R,Patel B,Abatemarco D

    更新日期:2021-02-01 00:00:00

  • Measles vaccination and inflammatory bowel disease: controversy laid to rest?

    abstract::The increasing incidence of Crohn's disease has lead to speculation about changes in exposures to environmental or infectious agents. Considerable attention has focused on the role of measles infection and/or vaccination in the pathogenesis of Crohn's disease and ulcerative colitis. Current evidence regarding the asso...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-200124130-00001

    authors: Davis RL,Bohlke K

    更新日期:2001-01-01 00:00:00

  • Unintended Effects of Communicating About Drug Safety Issues: A Critical Review of the Literature.

    abstract::Communications about the safety and effectiveness of human drugs can influence patients' and prescribers' perceptions and behaviors, which in turn can affect the public's health more broadly. We conducted a critical review of the literature on the unintended effects from communicating information to the public about s...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.1007/s40264-019-00840-3

    authors: DeFrank JT,McCormack L,West SL,Lefebvre C,Burrus O

    更新日期:2019-10-01 00:00:00

  • Oral contraception and venous thromboembolism. A New Zealand perspective.

    abstract::Several recent case control studies have shown an excess rate of venous thromboembolism in women using third generation progestogen-containing combined contraceptive pills compared to second generation combined contraceptive pills. This excess is about 1 in 10,000 women per year of use. It is likely that second and th...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/00002018-199716020-00001

    authors: Roke C

    更新日期:1997-02-01 00:00:00

  • Clozapine-associated myocarditis: a review of 116 cases of suspected myocarditis associated with the use of clozapine in Australia during 1993-2003.

    abstract:BACKGROUND:Clozapine is an antipsychotic medication associated with a lower suicide rate compared with other antipsychotic agents. Clozapine is used specifically in patients for whom previous therapy was inadequate or not tolerated, and is the only antipsychotic agent associated with the development of myocarditis. OB...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-200730010-00005

    authors: Haas SJ,Hill R,Krum H,Liew D,Tonkin A,Demos L,Stephan K,McNeil J

    更新日期:2007-01-01 00:00:00

  • Comparative Effectiveness and Safety of Direct Oral Anticoagulants in Patients with Atrial Fibrillation: A Systematic Review and Meta-Analysis of Observational Studies.

    abstract:BACKGROUND:There are no head-to-head randomized controlled trials comparing different direct oral anticoagulants (DOACs). Thus, we systematically reviewed and meta-analyzed observational studies assessing the comparative effectiveness and safety of DOACs for stroke prevention in patients with atrial fibrillation (AF). ...

    journal_title:Drug safety

    pub_type: 杂志文章,meta分析

    doi:10.1007/s40264-019-00842-1

    authors: Douros A,Durand M,Doyle CM,Yoon S,Reynier P,Filion KB

    更新日期:2019-10-01 00:00:00

  • Enabling Data-Driven Clinical Quality Assurance: Predicting Adverse Event Reporting in Clinical Trials Using Machine Learning.

    abstract:INTRODUCTION:Adverse event (AE) under-reporting has been a recurrent issue raised during health authorities Good Clinical Practices (GCP) inspections and audits. Moreover, safety under-reporting poses a risk to patient safety and data integrity. The current clinical Quality Assurance (QA) practices used to detect AE un...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-019-00831-4

    authors: Ménard T,Barmaz Y,Koneswarakantha B,Bowling R,Popko L

    更新日期:2019-09-01 00:00:00

  • Detection of adverse drug events and other treatment outcomes using an electronic prescribing system.

    abstract:BACKGROUND:Current pharmacosurveillance methods do not provide timely information on drug safety and effectiveness. Real-time surveillance using electronic prescribing systems could address this problem; however, the data collected using these systems has not been validated. We investigated the accuracy of using orders...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/00002018-200831110-00005

    authors: Eguale T,Tamblyn R,Winslade N,Buckeridge D

    更新日期:2008-01-01 00:00:00

  • Complications of regional anaesthesia Incidence and prevention.

    abstract::The complications of failure, neural injury and local anaesthetic toxicity are common to all regional anaesthesia techniques, and individual techniques are associated with specific complications. All potential candidates for regional anaesthesia should be thoroughly evaluated and informed of potential complications. I...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-200124060-00002

    authors: Faccenda KA,Finucane BT

    更新日期:2001-01-01 00:00:00

  • Topical corticosteroids and unwanted local effects. Improving the benefit/risk ratio.

    abstract::The main goal of pharmacological research in the field of topical corticosteroids (TCs) is to dissociate efficacy and adverse effects as much as possible. The optimal use of TCs, i.e. the careful evaluation of the benefit/risk ratio, depends on: (i) the chemical structure of the TC; (ii) the type of vehicle; (iii) the...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-199410050-00005

    authors: Mori M,Pimpinelli N,Giannotti B

    更新日期:1994-05-01 00:00:00

  • Risk-benefit assessment of opioids in chronic noncancer pain.

    abstract::Opioids have been accepted as appropriate treatment for acute and cancer pain, but their role in the management of chronic nonmalignant pain is the subject of much debate, mainly due to concerns about waning efficacy, the potential for neuropsychological impairment and the development of drug addiction. Controlled cli...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-199921040-00004

    authors: Bannwarth B

    更新日期:1999-10-01 00:00:00

  • Risk of diabetic ketoacidosis after exposure to risperidone or olanzapine.

    abstract:BACKGROUND:Atypical antipsychotics have been associated with metabolic abnormalities including impaired glucose metabolism, exacerbation of existing diabetes mellitus and new-onset type 2 diabetes. Not all atypical antipsychotic agents appear to have the same propensity to cause these complications. OBJECTIVE:To asses...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/00002018-200730070-00004

    authors: Ramaswamy K,Kozma CM,Nasrallah H

    更新日期:2007-01-01 00:00:00

  • Early steps in the development of a claims-based targeted healthcare safety monitoring system and application to three empirical examples.

    abstract:BACKGROUND:Several efforts are under way to develop and test methods for prospective drug safety monitoring using large, electronic claims databases. Prospective monitoring systems must incorporate signalling algorithms and techniques to mitigate confounding in order to minimize false positive and false negative signal...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.2165/11594770-000000000-00000

    authors: Wahl PM,Gagne JJ,Wasser TE,Eisenberg DF,Rodgers JK,Daniel GW,Wilson M,Schneeweiss S,Rassen JA,Patrick AR,Avorn J,Bohn RL

    更新日期:2012-05-01 00:00:00

  • A risk-benefit assessment of therapies for Lennox-Gastaut syndrome.

    abstract::The treatment of Lennox-Gastaut syndrome has been improved for some patients by the introduction of adjunctive therapy with newer anticonvulsants such as lamotrigine and topiramate and the availability of vagal nerve stimulation and the re-emergence of the use of the ketogenic diet in recent years. The place of standa...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-200022060-00005

    authors: Schmidt D,Bourgeois B

    更新日期:2000-06-01 00:00:00

  • Safety of efalizumab therapy in patients with moderate to severe psoriasis: an open-label extension of a phase IIIb trial.

    abstract:BACKGROUND:Psoriasis is a chronic autoimmune disease characterized by infiltration of the dermis and epidermis by activated T cells and the hyperproliferation and abnormal differentiation of keratinocytes. It is a life-long disease with alternating periods of remission and recurrence. Efalizumab is a humanized, recombi...

    journal_title:Drug safety

    pub_type: 杂志文章,随机对照试验

    doi:10.2165/00002018-200831080-00008

    authors: Hamilton T,Menter A,Caro I,Compton P,Sobell J,Papp KA

    更新日期:2008-01-01 00:00:00

  • Idiopathic acute liver injury in paediatric outpatients: incidence and signal detection in two European countries.

    abstract:BACKGROUND:Acute liver failure is idiopathic and drug-related in, respectively, around 50 and 15 % of children. Population-based, epidemiologic data about the pattern of disease manifestation and incidence of less severe acute liver injury, either idiopathic or potentially drug-attributed are limited in children and ad...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-013-0045-7

    authors: Ferrajolo C,Verhamme KM,Trifirò G,'t Jong GW,Giaquinto C,Picelli G,Oteri A,de Bie S,Valkhoff VE,Schuemie MJ,Mazzaglia G,Cricelli C,Rossi F,Capuano A,Sturkenboom MC

    更新日期:2013-10-01 00:00:00

  • Benzodiazepine Use and Risk of Acute Angle-Closure Glaucoma: A Population-Based Case-Crossover Study.

    abstract:INTRODUCTION:Theoretically, benzodiazepines (BZDs) can narrow the iridocorneal angle and induce acute angle-closure glaucoma (AACG). However, little evidence exists regarding this association. OBJECTIVE:The objective of this study was to assess whether the use of BZDs is associated with the risk of AACG. METHODS:We c...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-020-00914-7

    authors: Kim WJ,Li J,Oh IS,Song I,Lee E,Namkoong K,Shin JY

    更新日期:2020-06-01 00:00:00

  • Coronary Risks Associated with Diclofenac and Other NSAIDs: An Update.

    abstract::The risk of coronary events with non-steroidal anti-inflammatory drugs has been the subject of much debate since the original trial of rofecoxib raised the issue. Since then, over almost 20 years, such risks have been shown in clinical trials of long-term high-dose users, and in observational studies comparing users w...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.1007/s40264-019-00900-8

    authors: Moore N

    更新日期:2020-04-01 00:00:00

  • Quantitative Risk-Benefit Analysis of Probiotic Use for Irritable Bowel Syndrome and Inflammatory Bowel Disease.

    abstract::Probiotics have seen widespread use for a variety of gastrointestinal problems, especially in two common disorders: irritable bowel syndrome and inflammatory bowel disease. Since a wide variety of probiotic preparations has been used, and despite a large number of studies performed, a great deal of heterogeneity exist...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.1007/s40264-015-0349-x

    authors: Bennett WE Jr

    更新日期:2016-04-01 00:00:00

  • Cardiovascular Profile of Valbenazine: Analysis of Pooled Data from Three Randomized, Double-Blind, Placebo-Controlled Trials.

    abstract:INTRODUCTION:Valbenazine is a novel vesicular monoamine transporter 2 inhibitor approved for the treatment of tardive dyskinesia in adults. OBJECTIVE:Using data from double-blind, placebo-controlled trials, analyses were conducted to evaluate the cardiovascular effects of once-daily valbenazine in patients with a psyc...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-017-0623-1

    authors: Thai-Cuarto D,O'Brien CF,Jimenez R,Liang GS,Burke J

    更新日期:2018-04-01 00:00:00

  • Adverse effects of newer cephalosporins. An update.

    abstract::While classifications into generations according to antimicrobial activity has helped clinicians incorporate the increasing number of cephalosporins into their pharmacological repertoire, adverse effects among the different agents fail to follow similar categories. In general, cephalosporins are fairly well tolerated ...

    journal_title:Drug safety

    pub_type: 杂志文章,评审

    doi:10.2165/00002018-199309020-00005

    authors: Thompson JW,Jacobs RF

    更新日期:1993-08-01 00:00:00

  • Exploratory Study of Signals for Asthma Drugs in Children, Using the EudraVigilance Database of Spontaneous Reports.

    abstract:INTRODUCTION:As asthma medications are frequently prescribed for children, knowledge of the safety of these drugs in the paediatric population is important. Although spontaneous reports cannot be used to prove causality of adverse events, they are important in the detection of safety signals. OBJECTIVE:Our objective w...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/s40264-019-00870-x

    authors: Baan EJ,de Smet VA,Hoeve CE,Pacurariu AC,Sturkenboom MCJM,de Jongste JC,Janssens HM,Verhamme KMC

    更新日期:2020-01-01 00:00:00

  • Current challenges and controversies in drug-induced liver injury.

    abstract::Current key challenges and controversies encountered in the identification of potentially hepatotoxic drugs and the assessment of drug-induced liver injury (DILI) are covered in this article. There is substantial debate over the classification of DILI itself, including the definition and validity of terms such as 'int...

    journal_title:Drug safety

    pub_type: 杂志文章

    doi:10.1007/BF03261997

    authors: Corsini A,Ganey P,Ju C,Kaplowitz N,Pessayre D,Roth R,Watkins PB,Albassam M,Liu B,Stancic S,Suter L,Bortolini M

    更新日期:2012-12-01 00:00:00