Identification of CDKN1A as a Candidate Therapeutic Target in Peripheral Artery Disease Progression: Integrative Multi-omics and Mendelian Randomization Study.

IF 4.1 4区 医学 Q2 GENETICS & HEREDITY
Shengquan Chen, Haotian Zhu, Chuan Zhang, Huarong Xie, Yongkang Li, Shujing Zhang, Shaoying Lu, Jun Feng, Jichang Wang
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引用次数: 0

Abstract

Introduction: Therapeutic strategies for advanced Peripheral Artery Disease (PAD), including angiogenic gene therapy trials, have yielded limited clinical benefit, partly because target selection has relied on empirical biological reasoning rather than genetic causal evidence. Since the progression from Intermittent Claudication (IC) to Critical Limb Ischemia (CLI) represents a critical stage of PAD progression, identifying genetically supported causal targets underlying this transition is essential for developing effective molecular interventions.

Methods: An integrative analytical framework was applied, combining bulk transcriptomics, Weighted Gene Co-expression Network Analysis (WGCNA), differential expression analysis, Protein- Protein Interaction (PPI) network construction, and machine-learning-based feature selection. Candidate genes were further characterized using single-cell RNA sequencing (scRNA-seq) and validated in an in vivo murine Hindlimb Ischemia model (HLI). Immune infiltration was assessed by CIBERSORT. Genetic causal evidence was obtained through GWAS colocalization and bidirectional Mendelian Randomization (MR). Computational gene perturbation analysis was performed to predict downstream transcriptional consequences. Phenome-Wide Association Study (PheWAS) and drug-gene interaction analyses were conducted to explore pleiotropy and therapeutic relevance.

Results: Multi-stage screening consistently identified CDKN1A as a central hub gene associated with ischemic severity. At single-cell resolution, CDKN1A was broadly upregulated across multiple cell types within the ischemic niche and positively correlated with M2 macrophage infiltration. This ischemia-dependent induction was confirmed at the protein level in vivo. Integrative genetic analyses, including GWAS colocalization (PP.H4 = 0.90) and bidirectional MR, provided evidence supporting a causal link between genetically predicted CDKN1A expression and PAD risk, with no evidence of reverse causation. Computational gene perturbation analysis identified downstream transcriptional programs associated with extracellular matrix remodeling, TGF-beta signaling, and angiogenesis. PheWAS showed no genome-wide significant associations across 19 phenotype categories, and drug-gene interaction analysis identified resveratrol as a candidate modulator.

Discussion: The current findings indicate that CDKN1A-mediated stress response represents a key mechanism in PAD progression, linking ischemic injury to maladaptive remodeling and supporting its relevance as a genetically supported candidate therapeutic target in PAD.

Conclusion: Our findings provide convergent transcriptomic, cellular, and genetic evidence supporting CDKN1A as a genetically supported candidate causal target associated with PAD progression. These results suggest that CDKN1A-mediated cell-cycle arrest and associated stress-response programs are associated with ischemic tissue remodeling, providing a rationale for future gene-directed or pharmacological intervention strategies aimed at attenuating the transition to CLI.

CDKN1A作为外周动脉疾病进展的候选治疗靶点的鉴定:综合多组学和孟德尔随机化研究
导读:晚期外周动脉疾病(PAD)的治疗策略,包括血管生成基因治疗试验,已经产生了有限的临床效益,部分原因是目标选择依赖于经验生物学推理而不是遗传因果证据。由于从间歇性跛行(IC)到严重肢体缺血(CLI)的进展是PAD进展的关键阶段,因此确定这一转变背后的遗传支持的因果目标对于开发有效的分子干预措施至关重要。方法:采用综合分析框架,结合大量转录组学、加权基因共表达网络分析(WGCNA)、差异表达分析、蛋白质-蛋白质相互作用(PPI)网络构建和基于机器学习的特征选择。候选基因通过单细胞RNA测序(scRNA-seq)进一步表征,并在小鼠后肢缺血模型(HLI)中进行验证。采用CIBERSORT评估免疫浸润。通过GWAS共定位和双向孟德尔随机化(MR)获得遗传因果证据。计算基因扰动分析进行预测下游转录后果。通过全表型关联研究(PheWAS)和药物-基因相互作用分析来探讨多效性和治疗相关性。结果:多阶段筛选一致确定CDKN1A是与缺血性严重程度相关的中心枢纽基因。在单细胞分辨率下,CDKN1A在缺血生态位内的多种细胞类型中广泛上调,并与M2巨噬细胞浸润呈正相关。这种缺血依赖性诱导在体内蛋白水平上得到证实。综合遗传分析,包括GWAS共定位(PP.H4 = 0.90)和双向MR,提供了证据支持遗传预测CDKN1A表达与PAD风险之间的因果关系,没有证据表明存在反向因果关系。计算基因扰动分析确定了与细胞外基质重塑、tgf - β信号传导和血管生成相关的下游转录程序。PheWAS在19种表型类别中没有全基因组显著关联,药物-基因相互作用分析确定白藜芦醇为候选调节剂。讨论:目前的研究结果表明,cdkn1a介导的应激反应是PAD进展的关键机制,将缺血性损伤与适应性不良重塑联系起来,并支持其作为PAD遗传支持的候选治疗靶点的相关性。结论:我们的研究结果提供了趋同转录组学、细胞学和遗传学证据,支持CDKN1A作为与PAD进展相关的遗传支持的候选因果靶点。这些结果表明,cdkn1a介导的细胞周期阻滞和相关的应激反应程序与缺血性组织重塑有关,为未来旨在减轻向CLI过渡的基因导向或药物干预策略提供了理论依据。
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来源期刊
Current gene therapy
Current gene therapy 医学-遗传学
CiteScore
6.70
自引率
2.80%
发文量
46
期刊介绍: Current Gene Therapy is a bi-monthly peer-reviewed journal aimed at academic and industrial scientists with an interest in major topics concerning basic research and clinical applications of gene and cell therapy of diseases. Cell therapy manuscripts can also include application in diseases when cells have been genetically modified. Current Gene Therapy publishes full-length/mini reviews and original research on the latest developments in gene transfer and gene expression analysis, vector development, cellular genetic engineering, animal models and human clinical applications of gene and cell therapy for the treatment of diseases. Current Gene Therapy publishes reviews and original research containing experimental data on gene and cell therapy. The journal also includes manuscripts on technological advances, ethical and regulatory considerations of gene and cell therapy. Reviews should provide the reader with a comprehensive assessment of any area of experimental biology applied to molecular medicine that is not only of significance within a particular field of gene therapy and cell therapy but also of interest to investigators in other fields. Authors are encouraged to provide their own assessment and vision for future advances. Reviews are also welcome on late breaking discoveries on which substantial literature has not yet been amassed. Such reviews provide a forum for sharply focused topics of recent experimental investigations in gene therapy primarily to make these results accessible to both clinical and basic researchers. Manuscripts containing experimental data should be original data, not previously published.
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