5-Hydroxymethylcytosine signatures as diagnostic biomarkers for septic cardiomyopathy

被引:0
作者
Zhen, Baixin [1 ,3 ]
Zhao, Zhiling [2 ]
Chen, Hangyu [1 ]
Li, Wen [2 ]
Zhang, Lei [1 ,4 ,5 ,6 ]
Zhu, Xi [2 ]
Ge, Qinggang [2 ]
Lin, Jian [1 ,4 ,5 ,6 ]
机构
[1] Peking Univ Third Hosp, Dept Pharm, 49 Huayuan North Rd, Beijing 100191, Peoples R China
[2] Peking Univ Third Hosp, Crit Care Med Dept, 49 Huayuan North Rd, Beijing 100191, Peoples R China
[3] Xinjiang Med Univ, Dept Pharmacol, Urumqi, Peoples R China
[4] Peking Univ, Synthet & Funct Biomol Ctr, Beijing Natl Lab Mol Sci, Beijing, Peoples R China
[5] Hainan Univ, Sch Pharmaceut Sci, Key Lab Trop Biol Resources, Minist Educ, Haikou, Peoples R China
[6] Peking Univ Third Hosp, Canc Ctr, Beijing, Peoples R China
关键词
Extracellular vesicle; 5-hydroxymethylcytosine (5hmC); Septic cardiomyopathy; Machine learning; Molecular biomarkers; EXTRACELLULAR VESICLES; EUROPEAN ASSOCIATION; DIASTOLIC FUNCTION; AMERICAN SOCIETY; HEART; ECHOCARDIOGRAPHY; SEPSIS;
D O I
10.1038/s41598-025-02489-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
At present, there are currently no molecular biomarkers for the early diagnosis of sepsis cardiomyopathy (SCM) in clinical practice. This study focuses on an in-depth examination of the DNA hydroxymethylation profiles within plasma extracellular vesicles and explores potential molecular biomarkers during the process of SCM. The 5hmC-Seal sequencing technology was utilized to examine the hydroxymethylation modifications of extracellular vesicles DNAs in 13 patients with septic cardiomyopathy, 18 patients with sepsis without cardiomyopathy, and 8 patients without sepsis. Additionally, a diagnostic model was constructed using machine learning methods based on the differential hydroxymethylation modifications to screen for candidate biomarkers. The accuracy of the diagnostic model was 0.962, with a sensitivity and specificity of 92.3% and 88.89%, respectively. Furthermore, the diagnostic accuracy was validated using the GEO dataset, with an accuracy rate reaching 1 (GSE79962 and GSE66890), and the differential diagnostic accuracy rates also reached 0.959 and 0.944 (GSE79962). Together, the results suggest that extracellular vesicles DNAs hydroxymethylation markers can be used for diagnosis of septic cardiomyopathy.
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页数:13
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