Detection of adverse drug reactions: evaluation of an automatic data processing applied in oncology performed in the French Diagnosis Related Groups database

Fundam Clin Pharmacol. 2018 Apr;32(2):227-233. doi: 10.1111/fcp.12333. Epub 2017 Nov 27.

Abstract

The aim of this study was to assess an automated detection method of serious adverse reactions induced by oral targeted therapy (OTT) in patients with cancer, performed in the French Diagnosis Related Groups (DRG) database. Patients with cancer of the Poitiers hospital who started an OTT between 2014 and 2015 were included. This study focused on adverse drug reaction which required inpatient hospitalization (ADRh ). All diagnoses coded in the DRG database for hospital stays that occurred within 3 months after OTT initiation were collected (potential ADRh ). Filters (exclusion criteria) were automatically applied on potential ADRh to exclude diagnoses that were not adverse drug reactions (false positives). A pharmacovigilance review was carried out to identify ADRh in the medical records (reported ADRh ). The sensitivity and specificity of the detection method were estimated for each filter combinations by comparison between potential and reported ADRh . This study included 129 patients. The medical records review led to identify 19 ADRh (all coded in the DRG database) in 14 patients. To maintain a 100% sensitivity of the method detection, the best specificity obtained was 58.3% (95% IC: [55.2-61.4]).The use of restrictive filters ('drug' in the diagnostic label, specific diagnosis code for adverse cancer drug reaction) resulted in a 97.8% specificity (95% IC: [96.6-98.5]) with a 38.2% sensitivity (95% IC: [23.9-55.0]). Our method has detected the third of ADRh with an excellent specificity. Complementary experimentations in pharmacovigilance centers are necessary to evaluate the interest of this tool in routine in addition to spontaneous reporting.

Keywords: Diagnosis Related Groups-based information system; adverse drug reactions; automatic data processing; molecular targeted therapy; neoplasms; pharmacovigilance.

Publication types

  • Comparative Study

MeSH terms

  • Administration, Oral
  • Aged
  • Antineoplastic Agents / administration & dosage
  • Antineoplastic Agents / adverse effects*
  • Automation
  • Data Mining / methods*
  • Databases, Factual
  • Diagnosis-Related Groups*
  • Drug-Related Side Effects and Adverse Reactions / diagnosis*
  • Drug-Related Side Effects and Adverse Reactions / epidemiology
  • Drug-Related Side Effects and Adverse Reactions / therapy
  • Female
  • France / epidemiology
  • Hospitalization
  • Humans
  • Male
  • Middle Aged
  • Molecular Targeted Therapy / adverse effects*
  • Pharmacovigilance
  • Time Factors

Substances

  • Antineoplastic Agents