real world data;
data mining;
administrative claims database;
spontaneous reporting system;
omics data;
D O I:
10.1248/yakushi.22-00179-3
中图分类号:
R9 [药学];
学科分类号:
1007 ;
摘要:
With the development of information technology, patient information is stored as electronic data, and huge amounts of such data are collected every day. Such a collection compiled over the course of clinical practice is called real-world data and is expected to be used for evaluating drug efficacy and safety. Real-world data such as health insurance association-based administrative claims databases, pharmacy-based dispensing databases, and spontaneous reporting system databases are mainly used in pharmaceutical research. Among them, claims databases are used for various observational studies such as studies on nationwide prescription trends, pharmacovigilance studies, and studies on rare diseases due to their large sample size. Although the nature of omics data is different from that of real-world data, it has become accessible on cloud platforms and are being used to broaden the scope of research in recent years. In this paper, we introduce a method for generating and further testing hypotheses through integrated analysis of real-world data and omics data, with a focus on administrative claims databases.
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Neurosurg, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Ratliff, John K.
Balise, Ray
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth & Res Policy, Div Biostat, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Balise, Ray
Veeravagu, Anand
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Neurosurg, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Veeravagu, Anand
Cole, Tyler S.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Neurosurg, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Cole, Tyler S.
论文数: 引用数:
h-index:
机构:
Cheng, Ivan
Olshen, Richard A.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth & Res Policy, Div Biostat, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Olshen, Richard A.
Tian, Lu
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Dept Hlth & Res Policy, Div Biostat, Stanford, CA 94305 USAStanford Univ, Sch Med, Stanford, CA 94305 USA
Tian, Lu
[J].
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME,
2016,
98
(10):
: 824
-
834
机构:
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA 02215 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Kim, Dae Hyun
Lee, Jung
论文数: 0引用数: 0
h-index: 0
机构:
Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA 02215 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Lee, Jung
Kim, Caroline A.
论文数: 0引用数: 0
h-index: 0
机构:
Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA 02215 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Kim, Caroline A.
Huybrechts, Krista F.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Huybrechts, Krista F.
Bateman, Brian T.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Brigham & Womens Hosp, Dept Anesthesiol Perioperat & Pain Med, 75 Francis St, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Bateman, Brian T.
Patorno, Elisabetta
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA
Patorno, Elisabetta
Marcantonio, Edward R.
论文数: 0引用数: 0
h-index: 0
机构:
Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA 02215 USA
Beth Israel Deaconess Med Ctr, Dept Med, Div Gen Med & Primary Care, Boston, MA 02215 USABrigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 1620 Tremont St,Suite 3030, Boston, MA 02120 USA