Frontiers in Neurology (Apr 2021)
Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
- Yiyi Chen,
- Yiyi Chen,
- Yiyi Chen,
- Yiyi Chen,
- Jie Xu,
- Jie Xu,
- Jie Xu,
- Jie Xu,
- Yuesong Pan,
- Yuesong Pan,
- Yuesong Pan,
- Yuesong Pan,
- Hongyi Yan,
- Hongyi Yan,
- Hongyi Yan,
- Hongyi Yan,
- Jing Jing,
- Jing Jing,
- Jing Jing,
- Jing Jing,
- Jing Jing,
- Yingying Yang,
- Yingying Yang,
- Yingying Yang,
- Yingying Yang,
- Xing Wang,
- Xing Wang,
- Xing Wang,
- Xing Wang,
- Huijuan Wan,
- Huijuan Wan,
- Huijuan Wan,
- Huijuan Wan,
- Ying Gao,
- Ying Gao,
- Ying Gao,
- Ying Gao,
- Shangrong Han,
- Shangrong Han,
- Shangrong Han,
- Shangrong Han,
- Xi Zhong,
- Xi Zhong,
- Xi Zhong,
- Xi Zhong,
- Chenhui Liu,
- Chenhui Liu,
- Chenhui Liu,
- Chenhui Liu,
- Jingtao Pi,
- Jingtao Pi,
- Jingtao Pi,
- Jingtao Pi,
- Zhengyang Li,
- Zhengyang Li,
- Zhengyang Li,
- Zhengyang Li,
- Biyang Luo,
- Biyang Luo,
- Biyang Luo,
- Biyang Luo,
- Guangyao Wang,
- Guangyao Wang,
- Guangyao Wang,
- Guangyao Wang,
- Yilong Zhao,
- Yilong Zhao,
- Yilong Zhao,
- Yilong Zhao,
- Nan Wang,
- Nan Wang,
- Nan Wang,
- Nan Wang,
- Jinxi Lin,
- Jinxi Lin,
- Jinxi Lin,
- Jinxi Lin,
- Xia Meng,
- Xia Meng,
- Xia Meng,
- Xia Meng,
- Xingquan Zhao,
- Xingquan Zhao,
- Xingquan Zhao,
- Xingquan Zhao,
- Liping Liu,
- Liping Liu,
- Liping Liu,
- Liping Liu,
- Wei Li,
- Wei Li,
- Wei Li,
- Wei Li,
- Yong Jiang,
- Yong Jiang,
- Yong Jiang,
- Yong Jiang,
- Zixiao Li,
- Zixiao Li,
- Zixiao Li,
- Zixiao Li,
- Xinmiao Zhang,
- Xinmiao Zhang,
- Xinmiao Zhang,
- Xinmiao Zhang,
- Xiaomeng Yang,
- Xiaomeng Yang,
- Xiaomeng Yang,
- Xiaomeng Yang,
- Ruijun Ji,
- Ruijun Ji,
- Ruijun Ji,
- Ruijun Ji,
- Chunjuan Wang,
- Chunjuan Wang,
- Chunjuan Wang,
- Chunjuan Wang,
- Hao Li,
- Hao Li,
- Hao Li,
- Hao Li,
- Penglian Wang,
- Penglian Wang,
- Penglian Wang,
- Penglian Wang,
- Huaguang Zheng,
- Huaguang Zheng,
- Huaguang Zheng,
- Huaguang Zheng,
- Weizhong Ji,
- Xueli Cai,
- Songdi Wu,
- Xinsheng Han,
- Yongjun Wang,
- Yongjun Wang,
- Yongjun Wang,
- Yongjun Wang,
- Yilong Wang,
- Yilong Wang,
- Yilong Wang,
- Yilong Wang
Affiliations
- Yiyi Chen
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yiyi Chen
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yiyi Chen
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yiyi Chen
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Jie Xu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Jie Xu
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Jie Xu
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Jie Xu
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Yuesong Pan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yuesong Pan
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yuesong Pan
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yuesong Pan
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Hongyi Yan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Hongyi Yan
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Hongyi Yan
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Hongyi Yan
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Jing Jing
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Jing Jing
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Jing Jing
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Jing Jing
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Jing Jing
- Tiantan Neuroimaging Center of Excellence, Beijing, China
- Yingying Yang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yingying Yang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yingying Yang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yingying Yang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xing Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xing Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xing Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xing Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Huijuan Wan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Huijuan Wan
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Huijuan Wan
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Huijuan Wan
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Ying Gao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Ying Gao
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Ying Gao
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Ying Gao
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Shangrong Han
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Shangrong Han
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Shangrong Han
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Shangrong Han
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xi Zhong
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xi Zhong
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xi Zhong
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xi Zhong
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Chenhui Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Chenhui Liu
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Chenhui Liu
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Chenhui Liu
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Jingtao Pi
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Jingtao Pi
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Jingtao Pi
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Jingtao Pi
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Zhengyang Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Zhengyang Li
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Zhengyang Li
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Zhengyang Li
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Biyang Luo
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Biyang Luo
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Biyang Luo
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Biyang Luo
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Guangyao Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Guangyao Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Guangyao Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Guangyao Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Yilong Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yilong Zhao
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yilong Zhao
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yilong Zhao
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Nan Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Nan Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Nan Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Nan Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Jinxi Lin
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Jinxi Lin
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Jinxi Lin
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Jinxi Lin
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xia Meng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xia Meng
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xia Meng
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xia Meng
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xingquan Zhao
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xingquan Zhao
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xingquan Zhao
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Liping Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Liping Liu
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Liping Liu
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Liping Liu
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Wei Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Wei Li
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Wei Li
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Wei Li
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Yong Jiang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yong Jiang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yong Jiang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yong Jiang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Zixiao Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Zixiao Li
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Zixiao Li
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Zixiao Li
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xinmiao Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xinmiao Zhang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xinmiao Zhang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xinmiao Zhang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Xiaomeng Yang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Xiaomeng Yang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Xiaomeng Yang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Xiaomeng Yang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Ruijun Ji
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Ruijun Ji
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Ruijun Ji
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Ruijun Ji
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Chunjuan Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Chunjuan Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Chunjuan Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Chunjuan Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Hao Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Hao Li
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Hao Li
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Hao Li
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Penglian Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Penglian Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Penglian Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Penglian Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Huaguang Zheng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Huaguang Zheng
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Huaguang Zheng
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Huaguang Zheng
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Weizhong Ji
- Department of Neurology, Qinghai Province People's Hospital, Qinghai, China
- Xueli Cai
- Department of Neurology, Lishui Central Hospital, Lishui, China
- Songdi Wu
- Department of Neurology, The First Hospital of Xi'an, Xi'an, China
- Xinsheng Han
- Department of Neurology, Kaifeng Central Hospital, Kaifeng, China
- Yongjun Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yongjun Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yongjun Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yongjun Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Yilong Wang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yilong Wang
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Yilong Wang
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- DOI
- https://doi.org/10.3389/fneur.2021.648702
- Journal volume & issue
-
Vol. 12
Abstract
Background: High plasma levels of trimethylamine N-oxide (TMAO) and its precursor choline have been linked to stroke; however, their association with cerebral small vessel disease remains unclear. Here we evaluated the association of plasma levels of TMAO and choline with imaging markers of cerebral small vessel disease, including white matter hyperintensities, lacunes, and cerebral microbleeds.Methods: We performed a baseline cross-sectional analysis of a multicenter hospital-based cohort study from 2015 to 2018. The data were collected from 30 hospitals in China and included 1,098 patients with ischemic stroke/transient ischemic attack aged ≥18 years. White matter hyperintensities, lacunes, and cerebral microbleeds were evaluated with the patients' demographic, clinical, and laboratory information removed. White matter hyperintensities were rated using the Fazekas visual grading scale, while the degree of severity of the lacunes and cerebral microbleeds was defined by the number of lesions.Results: Increased TMAO levels were associated with severe white matter hyperintensities [adjusted odds ratio (aOR) for the highest vs. lowest quartile, 1.5; 95% confidence interval (CI), 1.0–2.1, p = 0.04]. High TMAO levels were more strongly associated with severe periventricular white matter hyperintensities (aOR for the highest vs. lowest quartile, 1.6; 95% CI, 1.1–2.3, p = 0.009) than deep white matter hyperintensities (aOR for the highest vs. lowest quartile, 1.3; 95% CI, 0.9–1.9, p = 0.16). No significant association was observed between TMAO and lacunes or cerebral microbleeds. Choline showed trends similar to that of TMAO in the association with cerebral small vessel disease.Conclusions: In patients with ischemic stroke or transient ischemic attack, TMAO and choline appear to be associated with white matter hyperintensities, but not with lacunes or cerebral microbleeds; TMAO and choline were associated with increased risk of a greater periventricular, rather than deep, white matter hyperintensities burden.
Keywords
- trimethylamine N-oxide
- choline
- cerebral small vessel disease
- white matter hyperintensities
- cerebral microbleeds
- lacunes