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Facilitating cancer systems epidemiology research
被引:1
|作者:
Barajas, Rolando
[1
,3
]
Hair, Brionna
[2
,4
]
Lai, Gabriel
[1
]
Rotunno, Melissa
[1
]
Shams-White, Marissa M.
[1
]
Gillanders, Elizabeth M.
[1
]
Mechanic, Leah E.
[1
]
机构:
[1] NCI, Epidemiol & Genom Res Program, Div Canc Control & Populat Sci DCCPS, NIH, Bethesda, MD 20892 USA
[2] NCI, DCCPS, NIH, Bethesda, MD 20892 USA
[3] Georgetown Univ, Sch Med, Washington, DC USA
[4] NIH, Off Strateg Coordinat, Div Program Coordinat Planning & Strateg Initiat, Off Director, Bldg 10, Bethesda, MD 20892 USA
来源:
PLOS ONE
|
2021年
/
16卷
/
12期
基金:
美国国家卫生研究院;
关键词:
PHYSICAL-ACTIVITY;
TRANSDISCIPLINARY RESEARCH;
HEALTH;
SCIENCE;
FUTURE;
DISPARITIES;
PREVENTION;
OBESITY;
IMPACT;
CHALLENGES;
D O I:
10.1371/journal.pone.0255328
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Systems epidemiology offers a more comprehensive and holistic approach to studies of cancer in populations by considering high dimensionality measures from multiple domains, assessing the inter-relationships among risk factors, and considering changes over time. These approaches offer a framework to account for the complexity of cancer and contribute to a broader understanding of the disease. Therefore, NCI sponsored a workshop in February 2019 to facilitate discussion about the opportunities and challenges of the application of systems epidemiology approaches for cancer research. Eight key themes emerged from the discussion: transdisciplinary collaboration and a problem-based approach; methods and modeling considerations; interpretation, validation, and evaluation of models; data needs and opportunities; sharing of data and models; enhanced training practices; dissemination of systems models; and building a systems epidemiology community. This manuscript summarizes these themes, highlights opportunities for cancer systems epidemiology research, outlines ways to foster this research area, and introduces a collection of papers, "Cancer System Epidemiology Insights and Future Opportunities" that highlight findings based on systems epidemiology approaches.
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页数:14
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