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Editorial23 June 2022
Editorial: DNA Methylation Dynamics and Human Diseases

DNA methylation, a biological process triggering the adding of methyl groups to DNA molecules, regulates chromatin architecture and transcription, and plays essential roles in a wide range of biological processes (Li et al., 2013(Li et al., , 2018Roy et al., 2021).Accumulating evidence shows that the dysregulation of DNA methylation is involved in the development of many life-threatening diseases, including cancers, cardiovascular diseases (Pepin et al., 2019(Pepin et al., , 2021Heery and Schaefer, 2021;Dillinger et al., 2022;Rosselló-Tortella et al., 2022). This special issue aims to elucidate the correlation between DNA methylation and human diseases, with the hope to deepen our understanding of the underlying molecular mechanisms of DNA methylation in human diseases and pave the way to the development of new strategies or methods for disease prevention, diagnosis, and therapy.Adding methyl groups to the C-5 position of cytosine, 5-methylcytosine, is the main type of DNA methylation (Choi et al., 2021). To understand the 5-methylcytosine in cancer, one of the primary cause of death worldwide (Siegel et al., 2020), Liu et al. developed a 5-methylcytosine score system and evaluated tumor mutation burden, immune check-point inhibitor response, and the clinical prognosis of individual tumors using the score based on the 5-methylcytosine profile of 1,374 lung adenocarcinoma samples (Liu et al., 2021). Besides, by analyzing 5-methylcytosine and gene expression profiles from 860 clear cell renal cell carcinoma (ccRCC), Xu et al. found LINC00861 was the potentially intervening target of immunotherapy for prostate cancer patients and was significantly associated with the expression of PD-1 and CTLA4 (Xu et al., 2021). Li et al. developed predictive diagnostic and prognostic models by using machine-learning and Cox regression approaches based on pancreatic adenocarcinoma (PAAD) datasets (Li et al., 2022). To take the advantage of the third-generation sequencing technique, Zhang et al. collected two pairs of tumor tissues and adjacent normal tissues from hepatocellular carcinoma (HCC) surgical samples, and then conducted Nanopore sequencing. Zhang et al. firstly proposed to combine 5methylcytosine and 6-methyladenine sites and found four potential tumor suppressor genes including KCNIP4, CACNA1C, PACRG, and ST6GALNAC3, which provided a new solution for epigenetic regulation research and therapy of HCC (Zhang et al., 2022). It was reported that tissue-specific and ubiquitously expressed lncRNA showed different function (Jiang et al., 2016(Jiang et al., , 2019. Zhao et al. focused on lncRNAs differentially expressed in only one and multiple cancer types, and identified 29 lncRNAs as diagnostic biomarkers for ccRCC, the kidney renal papillary cell carcinoma (KIRP), and pan-cancer (Zhao et al., 2022). Disrupted miRNAs were highly correlated with human disease (Shao et al., 2015;Dong et al., 2020;Qiu et al., 2020). To investigate the interaction between miR-29b and DNA methylation in cardiovascular diseases, Wu et al. collected heart tissue samples from 17 patients with congenital heart disease (CHD) (Wu et al., 2022). The authors found an inversely correlation between miR-19a and DNA methyltransferases (DNMT) in the patients. Further exploration in hypomethylated zebrafish showed that miR-29b inhibitor relieved the deformity of hypomethylated zebrafish and restored the DNA methylation patterns in cardiomyocytes, resulting in increased proliferation and renormalization of gene expression, suggesting a mutual regulation between miR-29b and DNMTs in cardiomyocytes and supporting the epigenetic normalization of miRNA-based therapy in cardiomyocytes.In summary, by taking the advantage of the state-of-the-art high-throughput sequencing technologies, the authors showed the function role of DNA methylation in various types of cancer, as well as in cardiovascular disease and COVID-19. We would like to thank all authors for their paper published in this research topic. These studies made significant contributions in the field, extending our understanding of the roles of DNA methylation in human disease and will facilitate further advancement.

2,118 views

2 citations

ORIGINAL RESEARCH
17 May 2022
Analysis of DNA Repair-Related Prognostic Function and Mechanism in Gastric Cancer
Liqiang Wang, 6 more and Songbin Fu

2,999 views

2 citations

ORIGINAL RESEARCH
11 April 2022
miR-29b-3p Inhibitor Alleviates Hypomethylation-Related Aberrations Through a Feedback Loop Between miR-29b-3p and DNA Methylation in Cardiomyocytes
Fang Wu, 8 more and Qiang Li
miR-29b-3p Inhibitor Alleviates Hypomethylation-Related Aberrations Through a Feedback Loop Between miR-29b-3p and DNA Methylation in Cardiomyocytes
As a member of the miR-29 family, miR-29b regulates global DNA methylation through target DNA methyltransferases (DNMTs) and acts as both a target and a key effector in DNA methylation. In this study, we found that miR-29b-3p expression was inversely correlated with DNMT expression in the heart tissues of patients with congenital heart disease (CHD), but whether it interacts with DNMTs in cardiomyocytes remains unknown. Further results revealed a feedback loop between miR-29b-3p and DNMTs in cardiomyocytes. Moreover, miR-29b-3p inhibitor relieved the deformity of hypomethylated zebrafish and restored the DNA methylation patterns in cardiomyocytes, resulting in increased proliferation and renormalization of gene expression. These results suggest mutual regulation between miR-29b-3p and DNMTs in cardiomyocytes and support the epigenetic normalization of miRNA-based therapy in cardiomyocytes.

3,992 views

23 citations

Comprehensive Analysis of DNA 5-Methylcytosine and N6-Adenine Methylation by Nanopore Sequencing in Hepatocellular Carcinoma
ORIGINAL RESEARCH
7 March 2022
Comprehensive Analysis of DNA 5-Methylcytosine and N6-Adenine Methylation by Nanopore Sequencing in Hepatocellular Carcinoma
Lili Zhang, 10 more and Hongyuan Cui
DNA methylation is a widespread epigenetic signal in human genome. With Nanopore technology, differential methylation modifications including 5-methylcytosine (5mC) and 6-methyladenine (6mA) can be identified. 5mC is the most important modification in mammals, although 6mA may also function in growth and development as well as in pathogenesis. While the role of 5mC at CpG islands in promoter regions associated with transcriptional regulation has been well studied, but the relationship between 6mA and transcription is still unclear. Thus, we collected two pairs of tumor tissues and adjacent normal tissues from hepatocellular carcinoma (HCC) surgical samples for Nanopore sequencing and transcriptome sequencing. It was found that 2,373 genes had both 5mC and 6mA, along with up- and down-regulated methylation sites. These genes were regarded as unstable methylation genes. Compared with 6mA, 5mC had more inclined distribution of unstable methylation sites. Chi-square test showed that the levels of 5mC were consistent with both up- and down-regulated genes, but 6mA was not significant. Moreover, the top three unstable methylation genes, TBC1D3H, CSMD1, and ROBO2, were all related to cancer. Transcriptome and survival analyses revealed four potential tumor suppressor genes including KCNIP4, CACNA1C, PACRG, and ST6GALNAC3. In this study, we firstly proposed to combine 5mC and 6mA methylation sites to explore functional genes, and further research found top of these unstable methylation genes might be functional and some of them could serve as potential tumor suppressor genes. Our study provided a new solution for epigenetic regulation research and therapy of HCC.

6,853 views

23 citations

3,194 views

6 citations

5-Hydroxymethylcytosine Signatures in Circulating Cell-Free DNA as Early Warning Biomarkers for COVID-19 Progression and Myocardial Injury
ORIGINAL RESEARCH
6 January 2022
5-Hydroxymethylcytosine Signatures in Circulating Cell-Free DNA as Early Warning Biomarkers for COVID-19 Progression and Myocardial Injury
Hang-yu Chen, 16 more and Jian Lin
Background The symptoms of Coronavirus Disease 2019 (COVID-19) range from moderate to critical conditions leading to death in some patients, the early warning indicators of the COVID-19 progression and the occurrence of its serious complications such as myocardial injury are limited. Methods We carried out a multi-center, prospective cohort study in three hospitals in Wuhan. Genome-wide 5hmC profiles in plasma cell-free DNA (cfDNA) was used to identify risk factors for COVID-19 pneumonia and developed a machine learning model using samples from 53 healthy volunteers, 66 patients with moderate COVID-19, 99 with severe COVID-19, and 38 with critical COVID-19. Results Our warning model demonstrated an area under the curve (AUC) for 5hmC warning moderate patients developed into severe status was 0.81 (95%CI 0.77-0.85), and severe patients developed into critical status was 0.92 (95% CI 0.89-0.96). We further built a warning model on patients with and without myocardial injury with the AUC of 0.89 (95%CI 0.84-0.95). Conclusion This is the first study showing the utility of 5hmC as an accurate early warning marker for disease progression and myocardial injury in COVID-19 patients. Our results show that PDE4D and TET2 may be important markers in the progression of COVID-19 disease.

4,736 views

14 citations

ORIGINAL RESEARCH
11 November 2021
Molecular Characterization of the Clinical and Tumor Immune Microenvironment Signature of 5-methylcytosine-Related Regulators in non-small Cell Lung Cancer
Taisheng Liu, 9 more and Jian Zhang

3,532 views

9 citations