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转录组学与代谢组学相结合揭示先天性心脏病患儿营养风险和神经发育的部分分子机制。

Transcriptomics integrated with metabolomics reveals partial molecular mechanisms of nutritional risk and neurodevelopment in children with congenital heart disease.

作者信息

Gao Minglei, Shen Yang, Yang Ping, Yuan Chang, Sun Yanan, Li Zipu

机构信息

Heart Center, Qingdao Women and Children's Hospital, Shandong University, Qingdao, China.

Heart Center, Dalian Women and Children's Medical Group, Dalian, China.

出版信息

Front Cardiovasc Med. 2024 Aug 9;11:1414089. doi: 10.3389/fcvm.2024.1414089. eCollection 2024.

Abstract

PURPOSE

To explore molecular mechanisms affecting nutritional risk and neurodevelopment in children with congenital heart disease (CHD) by combining transcriptome and metabolome analysis.

METHODS

A total of 26 blood and serum samples from 3 groups of children with CHD low nutritional risk combined with normal neurodevelopment (group A), low nutritional risk combined with neurodevelopmental disorders (group B) and high nutritional risk combined with normal neurodevelopment (group C) were analyzed by transcriptome and metabolomics to search for differentially expressed genes (DEGs) and metabolites (DEMs). Functional analysis was conducted for DEGs and DEMs. Further, the joint pathway analysis and correlation analysis of DEGs and DEMs were performed.

RESULTS

A total of 362 and 1,351 DEGs were detected in group B and C compared to A, respectively. A total of 6 and 7 DEMs were detected in group B and C compared to A in positive mode, respectively. There were 39 and 31 DEMs in group B and C compared to A in negative mode. Transcriptomic analysis indicated that neurodevelopment may be regulated by some genes such as NSUN7, SLC6A8, CXCL1 and LCN8, nutritional risk may be regulated by SLC1A3 and LCN8. Metabolome analysis and joint pathway analysis showed that tryptophan metabolism, linoleic and metabolism and glycerophospholipid metabolism may be related to neurodevelopment, and glycerophospholipid metabolism pathway may be related to nutritional risk.

CONCLUSION

By integrating transcriptome and metabolome analyses, this study revealed key genes and metabolites associated with nutritional risk and neurodevelopment in children with CHD, as well as significantly altered pathways. It has important clinical translational significance.

摘要

目的

通过整合转录组和代谢组分析,探索影响先天性心脏病(CHD)患儿营养风险和神经发育的分子机制。

方法

对3组先天性心脏病患儿的26份血液和血清样本进行分析,这3组分别为营养风险低且神经发育正常(A组)、营养风险低且合并神经发育障碍(B组)、营养风险高且神经发育正常(C组)。通过转录组学和代谢组学分析寻找差异表达基因(DEGs)和差异代谢物(DEMs)。对DEGs和DEMs进行功能分析。此外,还对DEGs和DEMs进行了联合通路分析和相关性分析。

结果

与A组相比,B组和C组分别检测到362个和1351个DEGs。在正模式下,与A组相比,B组和C组分别检测到6个和7个DEMs。在负模式下,B组和C组与A组相比分别有39个和31个DEMs。转录组分析表明,神经发育可能受NSUN7、SLC6A8、CXCL1和LCN8等一些基因调控,营养风险可能受SLC1A3和LCN8调控。代谢组分析和联合通路分析表明,色氨酸代谢、亚油酸代谢和甘油磷脂代谢可能与神经发育有关,甘油磷脂代谢途径可能与营养风险有关。

结论

通过整合转录组和代谢组分析,本研究揭示了与先天性心脏病患儿营养风险和神经发育相关的关键基因和代谢物,以及显著改变的通路。具有重要的临床转化意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/22e5/11341388/66659c16b4f2/fcvm-11-1414089-g001.jpg

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