A Bioinformatic Algorithm based on Pulmonary Endoarterial Biopsy for Targeted Pulmonary Arterial Hypertension Therapy

Abraham Rothman, David Mann, Jose A. Nunez, Reinhardt Tarmidi, Humberto Restrepo, Valeri Sarukhanov, Roy Williams, William N. Evans
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Abstract

Background: Optimal pharmacological therapy for pulmonary arterial hypertension (PAH) remains unclear, as pathophysiological heterogeneity may affect therapeutic outcomes. A ranking methodology based on pulmonary vascular genetic expression analysis could assist in medication selection and potentially lead to improved prognosis. Objective: To describe a bioinformatics approach for ranking currently approved pulmonary arterial antihypertensive agents based on gene expression data derived from percutaneous endoarterial biopsies in an animal model of pulmonary hypertension. Methods: We created a chronic PAH model in Micro Yucatan female swine by surgical anastomosis of the left pulmonary artery to the descending aorta. A baseline catheterization, angiography and pulmonary endoarterial biopsy were performed. We obtained pulmonary vascular biopsy samples by passing a biopsy catheter through a long 8 French sheath, introduced via the carotid artery, into 2- to 3-mm peripheral pulmonary arteries. Serial procedures were performed on days 7, 21, 60, and 180 after surgical anastomosis. RNA microarray studies were performed on the biopsy samples. Results: Utilizing the medical literature, we developed a list of PAH therapeutic agents, along with a tabulation of genes affected by these agents. The effect on gene expression from pharmacogenomic interactions was used to rank PAH medications at each time point. The ranking process allowed the identification of a theoretical optimum three-medication regimen. Conclusion: We describe a new potential paradigm in the therapy for PAH, which would include endoarterial biopsy, molecular analysis and tailored pharmacological therapy for patients with PAH.
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基于肺动脉活检的生物信息学算法在肺动脉高压靶向治疗中的应用
背景:肺动脉高压(PAH)的最佳药物治疗尚不清楚,因为病理生理异质性可能影响治疗结果。基于肺血管基因表达分析的排序方法有助于药物选择,并有可能改善预后。目的:描述一种生物信息学方法,基于肺动脉高压动物模型经皮动脉内活检获得的基因表达数据,对目前批准的肺动脉降压药进行排名。方法:采用左肺动脉与降主动脉吻合的方法,建立微尤卡坦母猪慢性肺动脉高压模型。进行了基线导管穿刺、血管造影和肺动脉活检。我们通过将活检导管穿过长8法国鞘,经颈动脉插入2至3毫米的外周肺动脉,获得肺血管活检样本。术后第7天、21天、60天和180天进行了一系列手术。对活检样本进行RNA微阵列研究。结果:利用医学文献,我们开发了多环芳烃治疗剂的列表,以及受这些药物影响的基因表。药物基因组相互作用对基因表达的影响用于对每个时间点的多环芳烃药物进行排序。排序过程允许确定理论上最优的三种药物治疗方案。结论:我们描述了一种新的治疗PAH的潜在模式,包括动脉内活检、分子分析和针对PAH患者的量身定制的药物治疗。
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来源期刊
Open Respiratory Medicine Journal
Open Respiratory Medicine Journal Medicine-Pulmonary and Respiratory Medicine
CiteScore
1.70
自引率
0.00%
发文量
17
期刊介绍: The Open Respiratory Medicine Journal is an Open Access online journal, which publishes research articles, reviews/mini-reviews, letters and guest edited single topic issues in all important areas of experimental and clinical research in respiratory medicine. Topics covered include: -COPD- Occupational disorders, and the role of allergens and pollutants- Asthma- Allergy- Non-invasive ventilation- Therapeutic intervention- Lung cancer- Lung infections respiratory diseases- Therapeutic interventions- Adult and paediatric medicine- Cell biology. The Open Respiratory Medicine Journal, a peer reviewed journal, is an important and reliable source of current information on important recent developments in the field. The emphasis will be on publishing quality articles rapidly and making them freely available worldwide.
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