Uncovering of Key Pathways and miRNAs for Intracranial Aneurysm Based on Weighted Gene Co-Expression Network Analysis
被引:3
|
作者:
Ma, Zhengfei
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机构:
Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
Anhui Med Univ, Suzhou Hosp, Dept Neurol, Suzhou, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
Ma, Zhengfei
[1
,2
]
Zhong, Ping
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机构:
Anhui Med Univ, Suzhou Hosp, Dept Neurol, Suzhou, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
Zhong, Ping
[2
]
Yue, Peidong
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机构:
Anhui Med Univ, Suzhou Hosp, Dept Neurosurg, Suzhou, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
Yue, Peidong
[3
]
Sun, Zhongwu
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机构:
Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
Sun, Zhongwu
[1
]
机构:
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei, Peoples R China
[2] Anhui Med Univ, Suzhou Hosp, Dept Neurol, Suzhou, Peoples R China
[3] Anhui Med Univ, Suzhou Hosp, Dept Neurosurg, Suzhou, Peoples R China
Background: Intracranial aneurysm (IA) is a serious cerebrovascular disease. The identification of key regulatory genes can provide research directions for early diagnosis and treatment of IA. Methods: Initially, the miRNA and mRNA data were downloaded from the Gene Expression Omnibus database. Subsequently, the limma package in R was used to screen for differentially expressed genes. In order to investigate the function of the differentially expressed genes, a functional enrichment analysis was performed. Moreover, weighted gene co-expression network analysis (WGCNA) was performed to identify the hub module and hub miRNAs. The correlations between miRNAs and mRNAs were assessed by constructing miRNA-mRNA regulatory networks. In addition, in vitro validation was performed. Finally, diagnostic analysis and electronic expression verification were performed on the GSE122897 dataset. Results: In the present study, 955 differentially expressed mRNAs (DEmRNAs, 480 with increased and 475 with decreased expression) and 46 differentially expressed miRNAs (DEmiRNAs, 36 with increased and 10 with decreased expression) were identified. WGCNA demonstrated that the yellow module was the hub module. Moreover, 16 hub miRNAs were identified. A total of 1,124 negatively regulated miRNA-mRNA relationship pairs were identified. Functional analysis demonstrated that DEmRNAs in the targeted network were enriched in vascular smooth muscle contraction and focal adhesion pathways. In addition, the area under the curve of 16 hub miRNAs was >0.8. It is implied that 16 hub miRNAs may be used as potential diagnostic biomarkers of IA. Conclusion: Hub miRNAs and key signaling pathways were identified by bioinformatics analysis. This evidence lays the foundation for understanding the underlying molecular mechanisms of IA and provided potential therapeutic targets for the treatment of this disease.
机构:
Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Du, Guojia
Geng, Dangmurenjiafu
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Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Geng, Dangmurenjiafu
Zhou, Kai
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机构:
Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Zhou, Kai
Fan, Yandong
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Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Fan, Yandong
Su, Riqing
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Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Su, Riqing
Zhou, Qingjiu
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Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Zhou, Qingjiu
Liu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
Liu, Bo
Duysenbi, Serick
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Xinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R ChinaXinjiang Med Univ, Affiliated Hosp 1, Dept Neurosurg, 137 South St Liyushan, Urumqi 830054, Peoples R China
机构:
Lianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Nanjing Univ Chinese Med, Inst Traumatol & Orthoped, Nanjing, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Liu, Ming Ming
Lv, Nan Ning
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Lianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Lv, Nan Ning
Geng, Rui
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机构:
Nanjing Med Univ, Sch Publ Hlth, Nanjing, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Geng, Rui
Hua, Zhen
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Nanjing Univ Chinese Med, Inst Traumatol & Orthoped, Nanjing, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Hua, Zhen
Ma, Yong
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Nanjing Univ Chinese Med, Inst Traumatol & Orthoped, Nanjing, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Ma, Yong
Huang, Gui Cheng
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机构:
Nanjing Univ Chinese Med, Inst Traumatol & Orthoped, Nanjing, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Huang, Gui Cheng
Cheng, Jian
论文数: 0引用数: 0
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机构:
Xuzhou Cent Hosp, Dept Orthoped, Xuzhou, Jiangsu, Peoples R China
Xuzhou Med Univ, Xuzhou Clin Sch, 199 Jiefang South Rd, Xuzhou 221009, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
Cheng, Jian
Xu, Hai Yan
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机构:
Xuzhou Med Univ, Dept Human Anat, 209 Tongshan Rd, Xuzhou 221004, Jiangsu, Peoples R ChinaLianyungang Second Peoples Hosp, Dept Orthoped Surg, Lianyungang, Jiangsu, Peoples R China
机构:
Cent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R China
Univ Calif Los Angeles, David Geffen Sch Med, Dept Obstet & Gynecol, Los Angeles, CA 90095 USACent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R China
Wu, Jingni
Fang, Xiaoling
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Cent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R China
Fang, Xiaoling
Xia, Xiaomeng
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Cent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Obstet & Gynecol, Changsha 410011, Hunan, Peoples R China
Xia, Xiaomeng
INTERNATIONAL JOURNAL OF MEDICAL SCIENCES,
2021,
18
(15):
: 3425
-
3436
机构:
Department of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Department of Endocrine,The Third Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Xin Shu
Xiao-Xia Chen
论文数: 0引用数: 0
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机构:
Department of Dermatology,The First Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Xiao-Xia Chen
Xin-Dan Kang
论文数: 0引用数: 0
h-index: 0
机构:
Department of Comprehensive Surgical,The Second Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Xin-Dan Kang
Min Ran
论文数: 0引用数: 0
h-index: 0
机构:
Chinese PLA Medical SchoolDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Min Ran
You-Lin Wang
论文数: 0引用数: 0
h-index: 0
机构:
Department of Radiology,The Third Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
You-Lin Wang
Zhen-Kai Zhao
论文数: 0引用数: 0
h-index: 0
机构:
Department of Radiology,The Third Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
Zhen-Kai Zhao
Cheng-Xin Li
论文数: 0引用数: 0
h-index: 0
机构:
Department of Radiology,The Third Medical Center of Chinese PLA General HospitalDepartment of Dermatology,The Third Medical Center of Chinese PLA General Hospital
机构:
Chinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Chinese PLA Med Sch, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Shu, Xin
Chen, Xiao-Xia
论文数: 0引用数: 0
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机构:
Chinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Radiol, Beijing 100039, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Chen, Xiao-Xia
Kang, Xin-Dan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Peoples Liberat Army Gen Hosp, Med Ctr 2, Dept Comprehens Surg, Beijing 100089, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Kang, Xin-Dan
Ran, Min
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Chinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Endocrine, Beijing 100039, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Ran, Min
Wang, You-Lin
论文数: 0引用数: 0
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机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Dermatol, Med Ctr 1, 28 Fuxing Rd, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Wang, You-Lin
Zhao, Zhen-Kai
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h-index: 0
机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Dermatol, Med Ctr 1, 28 Fuxing Rd, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
Zhao, Zhen-Kai
Li, Cheng-Xin
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机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Dermatol, Med Ctr 1, 28 Fuxing Rd, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Med Ctr 3, Dept Dermatol, Beijing 100039, Peoples R China
机构:
Hubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
Liu, Yang
Gu, Hui-Yun
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Orthoped, Zhongnan Hosp, Wuhan, Hubei, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
Gu, Hui-Yun
Zhu, Jie
论文数: 0引用数: 0
h-index: 0
机构:
Hubei Univ Med, Taihe Hosp, Trade Union, Shiyan, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
Zhu, Jie
Niu, Yu-Ming
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Hubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
Niu, Yu-Ming
Zhang, Chao
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Hubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
Zhang, Chao
Guo, Guang-Ling
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机构:
Hubei Univ Med, Taihe Hosp, Ctr Womens Hlth Sci, Shiyan, Peoples R ChinaHubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, Shiyan, Peoples R China
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Wang, Peng
Zheng, Huaixin
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zheng, Huaixin
Zhang, Jiayu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, State Key Lab Membrane Biol, Beijing, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhang, Jiayu
Wang, Yashu
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Wang, Yashu
Liu, Pingping
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Liu, Pingping
Xuan, Xiaoyan
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h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Xuan, Xiaoyan
Li, Qianru
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h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Li, Qianru
Du, Ying
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h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
Zhengzhou Univ, Acad Med Sci, Infect Inflammat & Immun Ctr, Zhengzhou, Peoples R ChinaZhengzhou Univ, Sch Basic Med Sci, Dept Immunol, Zhengzhou 450001, Peoples R China
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Heidelberg Univ, Med Fac Mannheim, European Ctr Angiosci ECAS, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Kan, Ke-Jia
Guo, Feng
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h-index: 0
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Heidelberg Univ, Med Fac Mannheim, European Ctr Angiosci ECAS, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Guo, Feng
Zhu, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
German Canc Res Ctr, Jr Clin Cooperat Unit Translat Surg Oncol A430, D-69120 Heidelberg, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Zhu, Lei
Pallavi, Prama
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h-index: 0
机构:
Heidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Heidelberg Univ, Med Fac Mannheim, European Ctr Angiosci ECAS, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Pallavi, Prama
Sigl, Martin
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机构:
Heidelberg Univ, Med Fac Mannheim, Dept Med 1, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Sigl, Martin
Keese, Michael
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机构:
Heidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
Heidelberg Univ, Med Fac Mannheim, European Ctr Angiosci ECAS, D-68167 Mannheim, GermanyHeidelberg Univ, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany