What Can Big Data Offer the Pharmacovigilance of Orphan Drugs?

被引:24
作者
Price, John [1 ]
机构
[1] Alex Pharmaceut Inc, New Haven, CT USA
关键词
big data; drug safety; orphan drug; pharmacovigilance; rare disease; social media; HORMONE REPLACEMENT THERAPY; PATIENT-GENERATED DATA; VENOUS THROMBOEMBOLISM; RECORD-LINKAGE; IN-VIVO; BIOSENSORS; EVENTS;
D O I
10.1016/j.clinthera.2016.11.009
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The pharmacovigilance of drugs for orphan diseases presents problems related to the small patient population. Obtaining high-quality information on individual reports of suspected adverse reactions is of particular importance for the pharmacovigilance of orphan drugs. The possibility of mining "big data" to detect suspected adverse reactions is being explored in pharmacovigilance generally but may have limited application to orphan drugs. Sources of big data such as social media may be infrequently used as communication channels by patients with rare disease or their caregivers or by health care providers; any adverse reactions identified are likely to reflect what is already known about the safety of the drug from the network of support that grows up around these patients. Opportunities related to potential future big data sources are discussed. (C) 2016 Elsevier HS Journals, Inc. All rights reserved.
引用
收藏
页码:2533 / 2545
页数:13
相关论文
共 74 条
[1]  
[Anonymous], 1999, GUID PREP COR CLIN S
[2]  
[Anonymous], 2001, NOR EPIDEMIOL
[3]  
[Anonymous], 2014, DRUG SAF RISK MAN AD
[4]   The FDA's Sentinel Initiative-A Comprehensive Approach to Medical Product Surveillance [J].
Ball, R. ;
Robb, M. ;
Anderson, S. A. ;
Dal Pan, G. .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2016, 99 (03) :265-268
[5]   Biosensors: the new wave in cancer diagnosis [J].
Bohunicky, Brian ;
Mousa, Shaker A. .
NANOTECHNOLOGY SCIENCE AND APPLICATIONS, 2011, 4 :1-10
[6]   When Google got flu wrong [J].
Butler, Declan .
NATURE, 2013, 494 (7436) :155-156
[7]   The DRESS Syndrome: A Literature Review [J].
Cacoub, Patrice ;
Musette, Philippe ;
Descamps, Vincent ;
Meyer, Olivier ;
Speirs, Chris ;
Finzi, Laetitia ;
Roujeau, Jean Claude .
AMERICAN JOURNAL OF MEDICINE, 2011, 124 (07) :588-597
[8]   Recent epidemiological studies of the association between hormone replacement therapy and venous thromboembolism - A review [J].
Castellsague, J ;
Gutthann, SP ;
Rodriguez, LAG .
DRUG SAFETY, 1998, 18 (02) :117-123
[9]   IBM Watson: How Cognitive Computing Can Be Applied to Big Data Challenges in Life Sciences Research [J].
Chen, Ying ;
Argentinis, Elenee ;
Weber, Griff .
CLINICAL THERAPEUTICS, 2016, 38 (04) :688-701
[10]   A New Initiative on Precision Medicine [J].
Collins, Francis S. ;
Varmus, Harold .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (09) :793-795