A systematic approach to analyze the social determinants of cardiovascular disease
被引:21
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作者:
Martinez-Garcia, Mireya
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机构:
Natl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Metropolitan Autonomous Univ UAM, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Martinez-Garcia, Mireya
[1
,2
]
Salinas-Ortega, Magaly
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机构:
Natl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Univ Valley Mexico, Sch Hlth Sci, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Salinas-Ortega, Magaly
[1
,3
]
Estrada-Arriaga, Ivan
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机构:
Natl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Univ Valley Mexico, Sch Hlth Sci, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Estrada-Arriaga, Ivan
[1
,3
]
Hernandez-Lemus, Enrique
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机构:
Natl Inst Genom Med, Computat Genom Div, Mexico City, DF, Mexico
Univ Nacl Autonoma Mexico, Ctr Complex Sci, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Hernandez-Lemus, Enrique
[4
,5
]
Garcia-Herrera, Rodrigo
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机构:
Natl Inst Genom Med, Computat Genom Div, Mexico City, DF, Mexico
Univ Nacl Autonoma Mexico, Natl Lab Sustainabil, Inst Ecol, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Garcia-Herrera, Rodrigo
[4
,6
]
Vallejo, Maite
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机构:
Natl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, MexicoNatl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
Vallejo, Maite
[1
]
机构:
[1] Natl Inst Cardiol, Sociomed Res Dept, Mexico City, DF, Mexico
[2] Metropolitan Autonomous Univ UAM, Mexico City, DF, Mexico
[3] Univ Valley Mexico, Sch Hlth Sci, Mexico City, DF, Mexico
[4] Natl Inst Genom Med, Computat Genom Div, Mexico City, DF, Mexico
[5] Univ Nacl Autonoma Mexico, Ctr Complex Sci, Mexico City, DF, Mexico
[6] Univ Nacl Autonoma Mexico, Natl Lab Sustainabil, Inst Ecol, Mexico City, DF, Mexico
Cardiovascular diseases are the leading cause of human mortality worldwide. Among the many factors associated with the etiology, incidence, and evolution of such diseases; social and environmental issues constitute an important and often overlooked component. Understanding to a greater extent the scope to which such social determinants of cardiovascular diseases (SDCVD) occur as well as the connections among them would be useful for public health policy making. Here, we will explore the historical trends and associations among the main SDCVD in the published literature. Our aim will be finding meaningful relations among those that will help us to have an integrated view on this complex phenomenon by providing historical context and a relational framework. To uncover such relations, we used a data mining approach to the current literature, followed by network analysis of the interrelationships discovered. To this end, we systematically mined the PubMed/MEDLINE database for references of published studies on the subject, as outlined by the World Health Organization's framework on social determinants of health. The analyzed structured corpus consisted in circa 1190 articles categorized by means of the Medical Subheadings (MeSH) content-descriptor. The use of data analytics techniques allowed us to find a number of non-trivial connections among SDCVDs. Such relations may be relevant to get a deeper understanding of the social and environmental issues associated with cardiovascular disease and are often overlooked by traditional literature survey approaches, such as systematic reviews and meta-analyses.
机构:
Stanford Univ, Dept Med, Sch Med, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Song, Nancy
Beyene, Tariku J.
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机构:
Stanford Univ, Div Cardiovasc Med, Palo Alto, CA USA
Stanford Univ, Cardiovasc Inst, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Beyene, Tariku J.
Amponsah, Daniel K.
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机构:
Stanford Univ, Div Cardiovasc Med, Palo Alto, CA USA
Stanford Univ, Cardiovasc Inst, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Amponsah, Daniel K.
Asch, Steven M.
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机构:
Stanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Vet Affairs Palo Alto Healthcare Syst, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Asch, Steven M.
Heidenreich, Paul A.
论文数: 0引用数: 0
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机构:
Stanford Univ, Div Cardiovasc Med, Palo Alto, CA USA
Stanford Univ, Cardiovasc Inst, Palo Alto, CA USA
Vet Affairs Palo Alto Healthcare Syst, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA
Heidenreich, Paul A.
Yong, Celina M.
论文数: 0引用数: 0
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机构:
Stanford Univ, Div Cardiovasc Med, Palo Alto, CA USA
Stanford Univ, Cardiovasc Inst, Palo Alto, CA USA
Vet Affairs Palo Alto Healthcare Syst, Palo Alto, CA USAStanford Univ, Dept Med, Sch Med, Palo Alto, CA USA