Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis
The vascular endothelium is a favorite early target of cardiovascular risk factors, including cigarette smoking. Here, we investigated the synergistic effects of Sanghuang–Danshen (SD) bioactives on vascular stiffness in a controlled clinical trial of healthy chronic smokers (n = 72). Rela...
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doaj-84de0c729b3643e9afb700b59e7504062020-11-25T00:27:20ZengMDPI AGNutrients2072-66432019-01-0111110810.3390/nu11010108nu11010108Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network AnalysisYeni Lim0Tae-Jin Song1Woochang Hwang2Ji Yeon Kim3Doheon Lee4Yong-Jae Kim5Oran Kwon6Department of Nutritional Science and Food Management, Ewha Womans University, Seoul 03760, KoreaDepartment of Neurology, Ewha Womans University School of Medicine, Seoul 07985, KoreaDepartment of Bio and Brain Engineering, KAIST, Daejeon 34141, KoreaDepartment of Food Science and Technology, Seoul National University of Science and Technology, Seoul 01811, KoreaDepartment of Bio and Brain Engineering, KAIST, Daejeon 34141, KoreaDepartment of Neurology, Eunpyeong St. Mary’s Hospital, The Catholic University of Korea, Seoul 06591, KoreaDepartment of Nutritional Science and Food Management, Ewha Womans University, Seoul 03760, KoreaThe vascular endothelium is a favorite early target of cardiovascular risk factors, including cigarette smoking. Here, we investigated the synergistic effects of Sanghuang–Danshen (SD) bioactives on vascular stiffness in a controlled clinical trial of healthy chronic smokers (n = 72). Relative to placebo, 4-week SD consumption at 900 mg/day improves pulse wave velocity (p = 0.0497), reduces systolic blood pressure (peripheral, p = 0.0008; brachial, p = 0.0046; and ankle, p = 0.0066), and increases endothelial nitric oxide synthase activation (p < 0.0001). We then mapped all differential markers obtained from the clinical data, Affymetrix microarray, and 1H NMR metabolomics, together with 12 SD bioactives, onto the network platform termed the context-oriented directed associations. The resulting vascular subnetwork demonstrates that ellagic acid, caffeic acid, protocatechuic acid, cryptotanshinone, tanshinone I, and tanshinone IIA are linked to NOS3, ARG2, and EDN1 for vascular dilation, implicated with arginine/proline metabolism. They are also linked to SUCLG1, CYP1A1, and succinate related to the mitochondrial metabolism and detoxification, implicated with various metabolic pathways. These results could explain the synergistic action mechanisms of SD bioactives in the regulation of vascular endothelial dilation and metabolism, confirming the potential of SD in improving vascular stiffness and blood pressure in healthy smokers.http://www.mdpi.com/2072-6643/11/1/108Sanghuang mushroomDanshenarterial stiffnessendothelium-dependent vasodilationrandomized clinical trialin silico network analysisintegrative approach |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yeni Lim Tae-Jin Song Woochang Hwang Ji Yeon Kim Doheon Lee Yong-Jae Kim Oran Kwon |
spellingShingle |
Yeni Lim Tae-Jin Song Woochang Hwang Ji Yeon Kim Doheon Lee Yong-Jae Kim Oran Kwon Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis Nutrients Sanghuang mushroom Danshen arterial stiffness endothelium-dependent vasodilation randomized clinical trial in silico network analysis integrative approach |
author_facet |
Yeni Lim Tae-Jin Song Woochang Hwang Ji Yeon Kim Doheon Lee Yong-Jae Kim Oran Kwon |
author_sort |
Yeni Lim |
title |
Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis |
title_short |
Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis |
title_full |
Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis |
title_fullStr |
Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis |
title_full_unstemmed |
Synergistic Effects of Sanghuang–Danshen Bioactives on Arterial Stiffness in a Randomized Clinical Trial of Healthy Smokers: An Integrative Approach to in silico Network Analysis |
title_sort |
synergistic effects of sanghuang–danshen bioactives on arterial stiffness in a randomized clinical trial of healthy smokers: an integrative approach to in silico network analysis |
publisher |
MDPI AG |
series |
Nutrients |
issn |
2072-6643 |
publishDate |
2019-01-01 |
description |
The vascular endothelium is a favorite early target of cardiovascular risk factors, including cigarette smoking. Here, we investigated the synergistic effects of Sanghuang–Danshen (SD) bioactives on vascular stiffness in a controlled clinical trial of healthy chronic smokers (n = 72). Relative to placebo, 4-week SD consumption at 900 mg/day improves pulse wave velocity (p = 0.0497), reduces systolic blood pressure (peripheral, p = 0.0008; brachial, p = 0.0046; and ankle, p = 0.0066), and increases endothelial nitric oxide synthase activation (p < 0.0001). We then mapped all differential markers obtained from the clinical data, Affymetrix microarray, and 1H NMR metabolomics, together with 12 SD bioactives, onto the network platform termed the context-oriented directed associations. The resulting vascular subnetwork demonstrates that ellagic acid, caffeic acid, protocatechuic acid, cryptotanshinone, tanshinone I, and tanshinone IIA are linked to NOS3, ARG2, and EDN1 for vascular dilation, implicated with arginine/proline metabolism. They are also linked to SUCLG1, CYP1A1, and succinate related to the mitochondrial metabolism and detoxification, implicated with various metabolic pathways. These results could explain the synergistic action mechanisms of SD bioactives in the regulation of vascular endothelial dilation and metabolism, confirming the potential of SD in improving vascular stiffness and blood pressure in healthy smokers. |
topic |
Sanghuang mushroom Danshen arterial stiffness endothelium-dependent vasodilation randomized clinical trial in silico network analysis integrative approach |
url |
http://www.mdpi.com/2072-6643/11/1/108 |
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