利用lncRNA-mRNA网络综合分析鉴定诊断败血症诱发心肌病的新型lncRNA

IF 0.2 4区 医学 Q4 INFECTIOUS DISEASES Journal of Pediatric infectious diseases Pub Date : 2023-12-11 DOI:10.1055/s-0043-1777093
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Methods A total of 12 blood samples were collected, including healthy controls, sepsis patients without myocardial injuries, patients with cardiac surgery-related myocardial injuries, and patients with SIC, who were aged from 10 to 22 months. Transcriptome sequencing was conducted to identify differentially expressed (DE) lncRNAs and mRNAs. Venn plots were employed to identify the DE RNAs specific to SIC. Subsequently, enrichment analyses were performed using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes terms. A coexpression network between lncRNAs and mRNAs was constructed, focusing on protein–protein interaction features. Then, further validation had been done in a consecutive larger cohort. Results We identified independent DE mRNAs and lncRNAs specific to SIC patients. The analysis of DE mRNAs revealed that immune activation, particularly innate immune activity, was the primary distinction between sepsis with or without myocardial injuries. Furthermore, cytokine production, particularly interleukin-1 secretion, played a significant role in inducing SIC. The expression profiles of DE lncRNAs showed considerable enrichment in shared topics with mRNAs. Subsequently, we identified lncRNAs targeting the DE mRNAs, many of which were involved in immune responses and cytokine production. We established a coexpression network between lncRNAs and mRNAs, leading to the discovery of a novel lncRNA (TCONS_00136255). Finally, we successfully validated TCONS_00136255, demonstrating its acceptable diagnostic accuracy and its role in regulating major molecular processes involved in SIC. Conclusion lncRNAs actively participate in the significant biological changes associated with immune responses in sepsis-induced myocardial injuries. These lncRNAs interact with mRNAs to modulate inflammation activity and cytokine production. 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引用次数: 0

摘要

目的 长非编码 RNA(lncRNA)与多种生物过程有关,尤其是与炎症反应和心肌损伤的调控有关。值得注意的是,lncRNA 在败血症诱发的心肌病(SIC)中的作用已得到强调。然而,目前尚未对与 SIC 相关的特定循环 lncRNA 进行全面分析。因此,我们进行了一项涉及健康对照组、无心肌损伤的脓毒症患者、心脏手术后心功能不全患者和 SIC 患者样本的研究,旨在确定与 SIC 相关的不同 lncRNA。方法 共收集了12份血液样本,包括健康对照组、无心肌损伤的脓毒症患者、心脏手术相关心肌损伤患者和SIC患者,他们的年龄在10至22个月之间。通过转录组测序确定了差异表达的 lncRNA 和 mRNA。利用文氏图来识别 SIC 的特异性 DE RNA。随后,利用基因本体和京都基因组百科全书术语进行了富集分析。构建了lncRNA与mRNA之间的共表达网络,重点关注蛋白质与蛋白质之间的相互作用特征。然后,在一个更大的队列中进行了进一步验证。结果 我们发现了SIC患者特有的独立DE mRNA和lncRNA。对 DE mRNA 的分析表明,免疫激活,尤其是先天性免疫活性,是有无心肌损伤的败血症的主要区别。此外,细胞因子的产生,尤其是白细胞介素-1的分泌,在诱发SIC中发挥了重要作用。DE lncRNAs的表达谱显示,它们与mRNAs的共同主题相当丰富。随后,我们发现了靶向 DE mRNA 的 lncRNAs,其中许多参与了免疫反应和细胞因子的产生。我们在 lncRNA 与 mRNA 之间建立了共表达网络,从而发现了一种新型 lncRNA(TCONS_00136255)。最后,我们成功验证了 TCONS_00136255,证明了其可接受的诊断准确性及其在调节 SIC 主要分子过程中的作用。结论 lncRNAs 积极参与了脓毒症诱发的心肌损伤中与免疫反应相关的重大生物变化。这些 lncRNA 与 mRNA 相互作用,调节炎症活动和细胞因子的产生。值得注意的是,新型 lncRNA(TCONS_00136255)的鉴定突显了其在 SIC 中的关键调控作用。
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Identification of a Novel lncRNA in Diagnosis of Sepsis-Induced Cardiomyopathy Using a Comprehensive Analysis of lncRNA-mRNA Network
Objective Long noncoding RNAs (lncRNAs) have been implicated in various biological processes, particularly in the regulation of inflammatory responses and myocardial injuries. Notably, the role of lncRNAs in sepsis-induced cardiomyopathy (SIC) has been highlighted. However, a comprehensive analysis investigating the specific circulating lncRNAs associated with SIC has yet to be conducted. Therefore, we conducted a study involving samples from healthy controls, sepsis patients without myocardial injuries, individuals with cardiac dysfunction following heart surgery, and those with SIC, aiming to identify the distinct lncRNAs involved in SIC. Methods A total of 12 blood samples were collected, including healthy controls, sepsis patients without myocardial injuries, patients with cardiac surgery-related myocardial injuries, and patients with SIC, who were aged from 10 to 22 months. Transcriptome sequencing was conducted to identify differentially expressed (DE) lncRNAs and mRNAs. Venn plots were employed to identify the DE RNAs specific to SIC. Subsequently, enrichment analyses were performed using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes terms. A coexpression network between lncRNAs and mRNAs was constructed, focusing on protein–protein interaction features. Then, further validation had been done in a consecutive larger cohort. Results We identified independent DE mRNAs and lncRNAs specific to SIC patients. The analysis of DE mRNAs revealed that immune activation, particularly innate immune activity, was the primary distinction between sepsis with or without myocardial injuries. Furthermore, cytokine production, particularly interleukin-1 secretion, played a significant role in inducing SIC. The expression profiles of DE lncRNAs showed considerable enrichment in shared topics with mRNAs. Subsequently, we identified lncRNAs targeting the DE mRNAs, many of which were involved in immune responses and cytokine production. We established a coexpression network between lncRNAs and mRNAs, leading to the discovery of a novel lncRNA (TCONS_00136255). Finally, we successfully validated TCONS_00136255, demonstrating its acceptable diagnostic accuracy and its role in regulating major molecular processes involved in SIC. Conclusion lncRNAs actively participate in the significant biological changes associated with immune responses in sepsis-induced myocardial injuries. These lncRNAs interact with mRNAs to modulate inflammation activity and cytokine production. Notably, the identification of the novel lncRNA (TCONS_00136255) highlights its crucial regulatory role in SIC.
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来源期刊
Journal of Pediatric infectious diseases
Journal of Pediatric infectious diseases Medicine-Pediatrics, Perinatology and Child Health
CiteScore
0.60
自引率
0.00%
发文量
50
期刊介绍: The Journal of Pediatric Infectious Diseases is a peer-reviewed medical journal publishing articles in the field of child infectious diseases. The journal provides an in-depth update on new subjects and current comprehensive coverage of the latest techniques used in diagnosis and treatment of childhood infectious diseases. The following articles will be considered for publication: editorials, original and review articles, rapid communications, letters to the editor and book reviews. The aim of the journal is to share and disseminate knowledge between all disciplines in the field of pediatric infectious diseases.
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