Database Commons
Database Commons

a catalog of worldwide biological databases

Database Profile

Adverse Drug Reaction

General information

URL: https://bionlp.nlm.nih.gov/tac2017adversereactions/
Full name: Adverse Drug Reaction Extraction from Drug Labels
Description: ADR is one of the most comprehensive and authoritative sources of drug information. The United States Food and Drug Administration (FDA) partnered with the National Library of Medicine to create a pilot dataset containing standardised information about known adverse reactions for 200 FDA-approved drugs. It present the curation process and the structure of the publicly available database SPL-ADR-200db containing 5,098 distinct ADRs.
Year founded: 2018
Last update:
Version:
Accessibility:
Accessible
Country/Region: United States

Classification & Tag

Data type:
Data object:
NA
Database category:
Major species:
NA
Keywords:

Contact information

University/Institution: National Library of Medicine
Address: U.S. National Library of Medicine, NIH, 8600 Rockville Pike, Bethesda, MD 20894, USA
City:
Province/State:
Country/Region: United States
Contact name (PI/Team): Dina Demner-Fushman
Contact email (PI/Helpdesk): ddemner@mail.nih.gov

Publications

29381145
A dataset of 200 structured product labels annotated for adverse drug reactions. [PMID: 29381145]
Demner-Fushman D, Shooshan SE, Rodriguez L, Aronson AR, Lang F, Rogers W, Roberts K, Tonning J.

Adverse drug reactions (ADRs), unintended and sometimes dangerous effects that a drug may have, are one of the leading causes of morbidity and mortality during medical care. To date, there is no structured machine-readable authoritative source of known ADRs. The United States Food and Drug Administration (FDA) partnered with the National Library of Medicine to create a pilot dataset containing standardised information about known adverse reactions for 200 FDA-approved drugs. The Structured Product Labels (SPLs), the documents FDA uses to exchange information about drugs and other products, were manually annotated for adverse reactions at the mention level to facilitate development and evaluation of text mining tools for extraction of ADRs from all SPLs. The ADRs were then normalised to the Unified Medical Language System (UMLS) and to the Medical Dictionary for Regulatory Activities (MedDRA). We present the curation process and the structure of the publicly available database SPL-ADR-200db containing 5,098 distinct ADRs. The database is available at https://bionlp.nlm.nih.gov/tac2017adversereactions/; the code for preparing and validating the data is available at https://github.com/lhncbc/fda-ars.

Sci Data. 2018:5() | 27 Citations (from Europe PMC, 2026-02-14)

Ranking

All databases:
2966/6932 (57.227%)
Gene genome and annotation:
924/2039 (54.733%)
Structure:
424/972 (56.481%)
Health and medicine:
721/1754 (58.951%)
Literature:
267/577 (53.899%)
2966
Total Rank
26
Citations
3.25
z-index

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Record metadata

Created on: 2018-02-03
Curated by:
Lin Liu [2022-08-20]
Farah Nazir [2018-04-15]