Use of artificial neural network to predict warfarin individualized dosage regime in Chinese patients receiving low-intensity anticoagulation after heart valve replacement

2014 ◽  
Vol 176 (3) ◽  
pp. 1462-1464 ◽  
Author(s):  
Qin Zhou ◽  
Joey Kwong ◽  
Jie Chen ◽  
Wenzhe Qin ◽  
Jin Chen ◽  
...  
Circulation ◽  
2014 ◽  
Vol 130 (suppl_2) ◽  
Author(s):  
JIA HU ◽  
BO FU ◽  
Jian-ping Xu ◽  
Ying-kang Shi ◽  
Li Dong

Background: Current guidelines recommend vitamin K antagonist treatment with relatively higher international normalized ratio (INR) targets for patients with mechanical heart valve prostheses. However, there is lack of data from large clinical trials about the outcomes of low-intensity anticoagulant treatment in Chinese patients with mechanical heart valves. Methods: The Low-intensity Anticoagulation Therapy after Heart Valve Replacement is an ongoing multicenter, prospective, observational cohort study (ChiCTR-OCH-10001185). Between January 2011 and August 2013, qualified patients from 34 cardiac centers in China mainland were recruited in the Anticoagulation Therapy Database of Chinese Patients after Heart Valve Replacement. Baseline characteristics were collected and patients were followed up for anticoagulant treatment, INRs and adverse events till March 2014. Results: The database recruited 11,769 patients, and 11,040 patients (93.8%) undergoing mechanical heart valve replacement were analyzed in this study. The mean age was 48.9±11.5 years and 6,227 patients (56.4%) were female. A total of 9,870 patients (89.4%) of the baseline population completed at least 6 months follow-up. The median follow-up time was 1.2 years (range 0.5-2.2). For all 9,870 patients, 143,115 measurements of the INR were obtained. The average warfarin dosage was 2.98±1.16mg/d and the mean INR was 1.81±0.46, and 88.7% patients had an INR level≤2.5 during the follow-up period. The incidence of hemorrhagic events was the lowest in patients with an INR≤2.0, whereas the risk of thromboembolic complications in this group of patients was not significantly increased (Table 1). Conclusions: Low-intensity anticoagulation with an INR of 1.5 to 2.5 is safe and effective for Chinese patients with mechanical heart valves in short-term. The optimal INR targets for mechanical valve recipients with different implanting positions and risk factors require further investigation.


2019 ◽  
Vol 41 (6) ◽  
pp. 748-754 ◽  
Author(s):  
Yexia Hao ◽  
Jun Yang ◽  
Xuan Zheng ◽  
Yuanping Hu ◽  
Xinsheng Yan ◽  
...  

2020 ◽  
Vol 21 (16) ◽  
pp. 1169-1178
Author(s):  
Dan Li ◽  
Hong Zhu ◽  
Zhi-Ying Luo ◽  
Yi Chen ◽  
Guo-Bao Song ◽  
...  

Aim: The aim of this study was to investigate whether variability in warfarin stable dose (WSD) could be influenced by vitamin K-related polymorphisms in patients with heart valve replacement. Patients & methods: Twenty-nine vitamin K-related SNPs in 208 patients who initially took warfarin and achieved WSD were genotyped. Results: After conducting conditional analysis for both VKORC1 -1639G>A and CYP2C9*3, LRP1 rs1800139 and LRP1 rs1800154 were significantly associated with WSD (p = 0.007 and p = 0.015, respectively). Multivariate analysis showed that LRP1 rs1800139 accounted for 5.9% WSD variability. Conclusion: Our results suggest that a novel vitamin K-related gene, LRP1, exerts a relevant influence on WSD, independent of VKORC1 -1639G>A and CYP2C9*3.


PLoS ONE ◽  
2014 ◽  
Vol 9 (4) ◽  
pp. e94573 ◽  
Author(s):  
Li Zhao ◽  
Chunxia Chen ◽  
Bei Li ◽  
Li Dong ◽  
Yingqiang Guo ◽  
...  

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