Risk Factors and Preventive Measures for Breast Cancer
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作者:
Winkler, Marie-Christin
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机构:
Heidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Winkler, Marie-Christin
[1
]
Hetjens, Svetlana
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机构:
Heidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Hetjens, Svetlana
[1
]
机构:
[1] Heidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
prevention;
breast cancer;
mortality;
EUROPEAN CODE;
MORTALITY;
WOMEN;
D O I:
10.3390/jcm13164610
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
Background: Breast cancer is the most common cancer in women in many countries. Breast cancer is a multifactorial disease. This study investigates the possible influencing factors and preventive measures for breast cancer. Methods: The data for this study were obtained from WHO databases. First, age standardization was performed, followed by a correlation analysis. Relationships between the mortality rates of breast cancer and the possible influencing factors were analyzed. The significant results from the correlation analysis were analyzed using a stepwise regression analysis. In order to find out whether the application of a uniform screening program can reduce breast cancer mortality, the countries were divided into groups according to the time of initiation of the screening program, and breast cancer mortality was compared. Results: The correlation analysis showed a significant relationship with breast cancer mortality for 15 of 30 potential influencing factors. A stepwise multivariate regression analysis was performed with these 15 factors, which revealed 13 relevant factors. Two factors were more relevant: the number of radiotherapy units per 100,000 inhabitants and the proportion of the population (over 50 years of age) with a social network. These were followed by the proportion of general practitioners and obstetricians, as well as healthcare expenses. Breast cancer mortality differed between the countries that introduced the screening program in the 1990s and those that did so in the 2020s. Conclusions: A country's healthcare system influences breast cancer mortality through prevention, diagnosis. and treatment. Regular screening, counseling for socially disadvantaged women, and prompt treatment are important factors. In the future, prevention measures should also aim to strengthen the social environment. The prescription of social activities should be used as preventive care.
机构:
Univ Petr & Energy Studies, Sch Comp Sci, Dept Syst, Dehra Dun, Uttarakhand, IndiaPostgrad Inst Med Educ & Res, Dept Histopathol, Chandigarh 160012, India
Koundal, Deepika
Zaguia, Atef
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机构:
Taif Univ, Coll Comp & Informat Technol, Dept Comp Sci, POB 11099, Taif 21944, Saudi ArabiaPostgrad Inst Med Educ & Res, Dept Histopathol, Chandigarh 160012, India
Zaguia, Atef
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机构:
Koundal, Shubham
Belay, Assaye
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h-index: 0
机构:
Mizan Tepi Univ, Dept Stat, Tepi, EthiopiaPostgrad Inst Med Educ & Res, Dept Histopathol, Chandigarh 160012, India
机构:
Jilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Zhao, Yongqing
Li, Bo
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h-index: 0
机构:
Jilin Univ, Dept Rehabil Med, China Japan Union Hosp, Changchun, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Li, Bo
Sun, Yao
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机构:
Jilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Sun, Yao
Liu, Qi
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机构:
Jilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Liu, Qi
Cao, Qian
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机构:
Jilin Univ, Dept Educ, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Cao, Qian
Li, Tao
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h-index: 0
机构:
Jilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
Li, Tao
Li, Jiannan
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h-index: 0
机构:
Jilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R ChinaJilin Univ, Dept Gen Surg, Hosp 2, 218 Ziqiang St, Changchun 130041, Jilin, Peoples R China
机构:
Univ Glasgow, Div Cardiovasc & Med Sci, Sect Gastroenterol, Glasgow, Lanark, ScotlandUniv Tehran Med Sci, Digest Oncol Res Ctr, Digest Dis Res Inst, Tehran, Iran
Derakhshan, Mohammad H.
Roshandel, Gholamreza
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机构:
Golestan Univ Med Sci, Golestan Res Ctr Gastroenterol & Hepatol, Gorgan, Golestan, IranUniv Tehran Med Sci, Digest Oncol Res Ctr, Digest Dis Res Inst, Tehran, Iran
Roshandel, Gholamreza
Alimohammadian, Masoomeh
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机构:
Univ Tehran Med Sci, Digest Oncol Res Ctr, Digest Dis Res Inst, Tehran, IranUniv Tehran Med Sci, Digest Oncol Res Ctr, Digest Dis Res Inst, Tehran, Iran
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Kehrle, Katharina
Hetjens, Michael
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机构:
Heidelberg Univ, Dept Biomed Informat, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Hetjens, Michael
Hetjens, Svetlana
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Med Stat & Biomath, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
机构:
Heidelberg Univ, Med Fac Mannheim, Ctr Prevent Med & Digital Hlth, Dept Med Stat, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Ctr Prevent Med & Digital Hlth, Dept Med Stat, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany
Preisner, Katharina
Hetjens, Svetlana
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机构:
Heidelberg Univ, Med Fac Mannheim, Ctr Prevent Med & Digital Hlth, Dept Med Stat, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Ctr Prevent Med & Digital Hlth, Dept Med Stat, Theodor Kutzer Ufer 1-3, D-68167 Mannheim, Germany