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Detection of an anti-angina therapeutic module in the effective population treated by a multi-target drug Danhong injection: a randomized trial.


ABSTRACT: It's a challenge for detecting the therapeutic targets of a polypharmacological drug from variations in the responsed networks in the differentiated populations with complex diseases, as stable coronary heart disease. Here, in an adaptive, 31-center, randomized, double-blind trial involving 920 patients with moderate symptomatic stable angina treated by 14-day Danhong injection(DHI), a kind of polypharmacological drug with high quality control, or placebo (0.9% saline), with 76-day following-up, we firstly confirmed that DHI could increase the proportion of patients with clinically significant changes on angina-frequency assessed by Seattle Angina Questionnaire (ΔSAQ-AF ≥ 20) (12.78% at Day 30, 95% confidence interval [CI] 5.86-19.71%, P = 0.0003, 13.82% at Day 60, 95% CI 6.82-20.82%, P = 0.0001 and 8.95% at Day 90, 95% CI 2.06-15.85%, P = 0.01). We also found that there were no significant differences in new-onset major vascular events (P = 0.8502) and serious adverse events (P = 0.9105) between DHI and placebo. After performing the RNA sequencing in 62 selected patients, we developed a systemic modular approach to identify differentially expressed modules (DEMs) of DHI with the Zsummary value less than 0 compared with the control group, calculated by weighted gene co-expression network analysis (WGCNA), and sketched out the basic framework on a modular map with 25 functional modules targeted by DHI. Furthermore, the effective therapeutic module (ETM), defined as the highest correlation value with the phenotype alteration (ΔSAQ-AF, the change in SAQ-AF at Day 30 from baseline) calculated by WGCNA, was identified in the population with the best effect (ΔSAQ-AF ≥ 40), which is related to anticoagulation and regulation of cholesterol metabolism. We assessed the modular flexibility of this ETM using the global topological D value based on Euclidean distance, which is correlated with phenotype alteration (r2: 0.8204, P = 0.019) by linear regression. Our study identified the anti-angina therapeutic module in the effective population treated by the multi-target drug. Modular methods facilitate the discovery of network pharmacological mechanisms and the advancement of precision medicine. (ClinicalTrials.gov identifier: NCT01681316).

SUBMITTER: Liu J 

PROVIDER: S-EPMC8410855 | biostudies-literature | 2021 Sep

REPOSITORIES: biostudies-literature

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Detection of an anti-angina therapeutic module in the effective population treated by a multi-target drug Danhong injection: a randomized trial.

Liu Jun J   Li Dan-Dan DD   Dong Wei W   Liu Yu-Qi YQ   Wu Yang Y   Tang Da-Xuan DX   Zhang Fu-Chun FC   Qiu Meng M   Hua Qi Q   He Jing-Yu JY   Li Jun J   Du Bai B   Du Ting-Hai TH   Niu Lin-Lin LL   Jiang Xue-Jun XJ   Cui Bo B   Chen Jiang-Bin JB   Wang Yang-Gan YG   Wang Hai-Rong HR   Yu Qin Q   He Jing J   Mao Yi-Lin YL   Bin Xiao-Fang XF   Deng Yue Y   Tian Yu-Dan YD   Han Qing-Hua QH   Liu Da-Jin DJ   Duan Li-Qin LQ   Zhao Ming-Jun MJ   Zhang Cui-Ying CY   Dai Hai-Ying HY   Li Ze-Hua ZH   Xiao Ying Y   Hu You-Zhi YZ   Huang Xiao-Yu XY   Xing Kun K   Jiang Xin X   Liu Chao-Feng CF   An Jing J   Li Feng-Chun FC   Tao Tao T   Jiang Jin-Fa JF   Yang Ying Y   Dong Yao-Rong YR   Zhang Lei L   Fu Guang G   Li Ying Y   Huang Shu-Wei SW   Dou Li-Ping LP   Sun Lan-Jun LJ   Zhao Ying-Qiang YQ   Li Jie J   Xia Yun Y   Liu Jun J   Liu Fan F   He Wen-Jin WJ   Li Ying Y   Tan Jian-Cong JC   Lin Yang Y   Zhou Ya-Bin YB   Yang Jian-Fei JF   Ma Guo-Qing GQ   Chen Hui-Jun HJ   Liu He-Ping HP   Liu Zong-Wu ZW   Liu Jian-Xiong JX   Luo Xiao-Jia XJ   Bin Xiao-Hong XH   Yu Ya-Nan YN   Dang Hai-Xia HX   Li Bing B   Teng Fei F   Qiao Wang-Min WM   Zhu Xiao-Long XL   Chen Bing-Wei BW   Chen Qi-Guang QG   Shen Chun-Ti CT   Wang Yong-Yan YY   Chen Yun-Dai YD   Wang Zhong Z  

Signal transduction and targeted therapy 20210901 1


It's a challenge for detecting the therapeutic targets of a polypharmacological drug from variations in the responsed networks in the differentiated populations with complex diseases, as stable coronary heart disease. Here, in an adaptive, 31-center, randomized, double-blind trial involving 920 patients with moderate symptomatic stable angina treated by 14-day Danhong injection(DHI), a kind of polypharmacological drug with high quality control, or placebo (0.9% saline), with 76-day following-up,  ...[more]

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