Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers

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...

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Main Authors: Yiyi Chen, Jie Xu, Yuesong Pan, Hongyi Yan, Jing Jing, Yingying Yang, Xing Wang, Huijuan Wan, Ying Gao, Shangrong Han, Xi Zhong, Chenhui Liu, Jingtao Pi, Zhengyang Li, Biyang Luo, Guangyao Wang, Yilong Zhao, Nan Wang, Jinxi Lin, Xia Meng, Xingquan Zhao, Liping Liu, Wei Li, Yong Jiang, Zixiao Li, Xinmiao Zhang, Xiaomeng Yang, Ruijun Ji, Chunjuan Wang, Hao Li, Penglian Wang, Huaguang Zheng, Weizhong Ji, Xueli Cai, Songdi Wu, Xinsheng Han, Yongjun Wang, Yilong Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Neurology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2021.648702/full
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author 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
spellingShingle 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
Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
Frontiers in Neurology
trimethylamine N-oxide
choline
cerebral small vessel disease
white matter hyperintensities
cerebral microbleeds
lacunes
author_facet 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
author_sort Yiyi Chen
title Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
title_short Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
title_full Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
title_fullStr Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
title_full_unstemmed Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging Markers
title_sort association of trimethylamine n-oxide and its precursor with cerebral small vessel imaging markers
publisher Frontiers Media S.A.
series Frontiers in Neurology
issn 1664-2295
publishDate 2021-04-01
description 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.
topic trimethylamine N-oxide
choline
cerebral small vessel disease
white matter hyperintensities
cerebral microbleeds
lacunes
url https://www.frontiersin.org/articles/10.3389/fneur.2021.648702/full
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spelling doaj-01b9abc4313349258e50344afa48945c2021-04-01T05:47:05ZengFrontiers Media S.A.Frontiers in Neurology1664-22952021-04-011210.3389/fneur.2021.648702648702Association of Trimethylamine N-Oxide and Its Precursor With Cerebral Small Vessel Imaging MarkersYiyi Chen0Yiyi Chen1Yiyi Chen2Yiyi Chen3Jie Xu4Jie Xu5Jie Xu6Jie Xu7Yuesong Pan8Yuesong Pan9Yuesong Pan10Yuesong Pan11Hongyi Yan12Hongyi Yan13Hongyi Yan14Hongyi Yan15Jing Jing16Jing Jing17Jing Jing18Jing Jing19Jing Jing20Yingying Yang21Yingying Yang22Yingying Yang23Yingying Yang24Xing Wang25Xing Wang26Xing Wang27Xing Wang28Huijuan Wan29Huijuan Wan30Huijuan Wan31Huijuan Wan32Ying Gao33Ying Gao34Ying Gao35Ying Gao36Shangrong Han37Shangrong Han38Shangrong Han39Shangrong Han40Xi Zhong41Xi Zhong42Xi Zhong43Xi Zhong44Chenhui Liu45Chenhui Liu46Chenhui Liu47Chenhui Liu48Jingtao Pi49Jingtao Pi50Jingtao Pi51Jingtao Pi52Zhengyang Li53Zhengyang Li54Zhengyang Li55Zhengyang Li56Biyang Luo57Biyang Luo58Biyang Luo59Biyang Luo60Guangyao Wang61Guangyao Wang62Guangyao Wang63Guangyao Wang64Yilong Zhao65Yilong Zhao66Yilong Zhao67Yilong Zhao68Nan Wang69Nan Wang70Nan Wang71Nan Wang72Jinxi Lin73Jinxi Lin74Jinxi Lin75Jinxi Lin76Xia Meng77Xia Meng78Xia Meng79Xia Meng80Xingquan Zhao81Xingquan Zhao82Xingquan Zhao83Xingquan Zhao84Liping Liu85Liping Liu86Liping Liu87Liping Liu88Wei Li89Wei Li90Wei Li91Wei Li92Yong Jiang93Yong Jiang94Yong Jiang95Yong Jiang96Zixiao Li97Zixiao Li98Zixiao Li99Zixiao Li100Xinmiao Zhang101Xinmiao Zhang102Xinmiao Zhang103Xinmiao Zhang104Xiaomeng Yang105Xiaomeng Yang106Xiaomeng Yang107Xiaomeng Yang108Ruijun Ji109Ruijun Ji110Ruijun Ji111Ruijun Ji112Chunjuan Wang113Chunjuan Wang114Chunjuan Wang115Chunjuan Wang116Hao Li117Hao Li118Hao Li119Hao Li120Penglian Wang121Penglian Wang122Penglian Wang123Penglian Wang124Huaguang Zheng125Huaguang Zheng126Huaguang Zheng127Huaguang Zheng128Weizhong Ji129Xueli Cai130Songdi Wu131Xinsheng Han132Yongjun Wang133Yongjun Wang134Yongjun Wang135Yongjun Wang136Yilong Wang137Yilong Wang138Yilong Wang139Yilong Wang140Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaTiantan Neuroimaging Center of Excellence, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Qinghai Province People's Hospital, Qinghai, ChinaDepartment of Neurology, Lishui Central Hospital, Lishui, ChinaDepartment of Neurology, The First Hospital of Xi'an, Xi'an, ChinaDepartment of Neurology, Kaifeng Central Hospital, Kaifeng, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaDepartment of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, ChinaChina National Clinical Research Center for Neurological Diseases, Beijing, ChinaCenter of Stroke, Beijing Institute for Brain Disorders, Beijing, ChinaBeijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, ChinaBackground: 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.https://www.frontiersin.org/articles/10.3389/fneur.2021.648702/fulltrimethylamine N-oxidecholinecerebral small vessel diseasewhite matter hyperintensitiescerebral microbleedslacunes