REVIEW article

Front. Immunol., 08 October 2021

Sec. Microbial Immunology

Volume 12 - 2021 | https://doi.org/10.3389/fimmu.2021.752380

COVID-19 Is a Multi-Organ Aggressor: Epigenetic and Clinical Marks

  • 1. Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria, South Africa

  • 2. Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Pretoria, South Africa

  • 3. Department of Nuclear Medicine, Steve Biko Academic Hospital, Pretoria, South Africa

  • 4. SAMRC/NHLS/UCT Molecular Mycobacteriology Research Unit, DSI/NRF Centre of Excellence for Biomedical TB Research, Department of Pathology and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa

  • 5. Nuclear and Oncology Division, AXIM Medical (Pty), Midrand

  • 6. Precision Medicine and SAMRC Genomic Centre, Grants, Innovation, and Product Development (GIPD) Unit, South African Medical Research Council, Pretoria, South Africa

  • 7. Laboratory of Nutrients and Tissue Repair, School of Applied Sciences, University of Campinas, Campinas, Brazil

  • 8. South African Nuclear Energy Corporation, Radiochemistry and NuMeRI PreClinical Imaging Facility, Mahikeng, South Africa

  • 9. Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan City, Taiwan

  • 10. Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom

  • 11. Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom

Abstract

The progression of coronavirus disease 2019 (COVID-19), resulting from a severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, may be influenced by both genetic and environmental factors. Several viruses hijack the host genome machinery for their own advantage and survival, and similar phenomena might occur upon SARS-CoV-2 infection. Severe cases of COVID-19 may be driven by metabolic and epigenetic driven mechanisms, including DNA methylation and histone/chromatin alterations. These epigenetic phenomena may respond to enhanced viral replication and mediate persistent long-term infection and clinical phenotypes associated with severe COVID-19 cases and fatalities. Understanding the epigenetic events involved, and their clinical significance, may provide novel insights valuable for the therapeutic control and management of the COVID-19 pandemic. This review highlights different epigenetic marks potentially associated with COVID-19 development, clinical manifestation, and progression.

Main Background

Epigenetics is a branch of biology arising from inheritable gene transcription alterations in response to environmental cues, such as pollutants, chemicals, radiation, diet, stress, and pathogenic organisms (). Epigenetic phenomena do not cause any genetic alterations or mutations. However, as the new phenotypes that are somatically heritable, epigenetic tags alter gene transcription and normal functions. Epigenetic marks are either suppressive or active and include DNA methylation, histone modification/chromatin remodelling, non-coding RNA, and RNA modification (Figure 1). These marks are implicated in activating or suppressing gene promoters, bodies, or transposable elements in normal processes such as ageing, genomic imprinting, and X-chromosome inactivation (). DNA methylation is the best-studied stable epigenetic mark that occurs within CpG island promoter regions enriched with >70% of CpG (cytosine phosphate guanine) sites in the genome (). It involves tagging or deposition of the methyl group of 5-methylcytosine to the DNA molecule through catalysis by DNA methyltransferases (DNMTs), which can be reversed by another family of enzymes called ten-eleven translocation (Tet 1-3) methyldioxygenases (). DNMTs are regarded as writers of DNA methylation, recognised or read by methyl-CpG binding domains (MBDs) and then erased by TETs (Figure 1).

Figure 1

Eukaryotic cell DNA is packaged into chromatin wrapped around an octamer of four core histone proteins (). Histones can be post-translationally modified by repressive or active histone marks that impact the interaction of histones with DNA or the occupancy of transcriptional machineries for gene expression (Figure 1). They dictate the chromatin transcriptional state of the local genomic regions via histone methylation, acetylation, ubiquitination, and phosphorylation. Chromatin forms a higher-order structure classified as euchromatin and heterochromatin (). Euchromatin is a loosely packed or open form of chromatin enriched with DNA accessible to regulatory transcription complexes and promotes active gene transcription. Excessive acetylation of histone lysine residues is a common feature of euchromatin (). It correlates with COMPASS-like proteins as binding partners and methylation of lysine 4 of histone 3 (H3K4), H3K36, and H3K79 that mark transcriptional activation of enhancers, gene promoters, and transcribed genes in gene bodies, respectively (). Lysine can be mono-(me1), di- (me2), or tri-methylation (me3), providing unique functionality to each methylation site (, ). A tight or closed form of chromatin is called heterochromatin, protecting the DNA from being accessible to repressive transcriptional marks that restrict gene expression. Heterochromatin is further categorized into constitutive and facultative heterochromatins that are enriched in hypoacetylated or hypomethylated histones (). The former is a stable form of heterochromatin comprised of repetitive DNA sequences (called DNA satellites) located at the transposon elements, centromere, and telomere. It is characterised by a repressive H3K9 epigenetic mark and heterochromatin protein 1 (HP1) chromodomain binding partner (, , ). Facultative heterochromatin is enriched with long interspersed nucleotide elements (LINE)-type sequences, repressive H3K27me2/3 epigenetic mark and its binding partner, polycomb repressive complex 2 (PRC2)-enhancer of zeste homolog 2 (EHZ2) (, ).

Writers, readers, and erasures of DNA methylation and histone modifications are listed in Figure 1. This review will discuss the role of epigenetics in COVID-19 infection, susceptibility to infection, and clinical markers established systemically during COVID-19 and may be associated with various epigenetic alterations.

Mechanisms Of SARS-COV-2 Viral Infection And Multi-Organ System Invasion

ACE2 and TMPRSS2: Viral Entry and Regulation

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the aetiological agent of the current pandemic, coronavirus disease 2019 (COVID-19) (). This pathogen is enabled by the angiotensin-converting enzyme 2 (ACE2) (). Mechanistically, SARS-CoV-2 penetrates and enters the host cell by binding to the ACE2 receptor as the primary target. This is facilitated by proteolytic priming by the cellular transmembrane serine protease 2 (TMPRSS2) (). In the proposed model of respiratory failure, SARS-CoV-2 downregulates ACE2 through the SARS-CoV spike (SARS-S) protein, explaining the renin-angiotensin-aldosterone systems (RAAS) dysregulation and cardiotoxicity in severe COVID-19 infection (). Suppression of ACE2 also induces tumour necrosis factor alpha (TNF-α) converting enzyme (TACE) that antagonises ACE2 shedding of the SARS-S (). Modulation of TACE activity by SARS-S protein was found to depend on the cytoplasmic domain of ACE2 as ACE2 mutants devoid of the carboxyl-terminal region could not induce ACE2 shedding or TNF-α production (). Moreover, deletion of the cytoplasmic tail of ACE2 or knock-down of TACE expression significantly attenuates viral infection (). It has been shown that Ang II induces ACE2 shedding by promoting TACE activity as a positive feedback mechanism, suggesting that SARS-CoV mediated ACE2 down-regulation will promote Ang II accumulation and HIF-1α activation, which positively activates disintegrin and metalloproteinase domain-containing protein 17 (ADAM17) activity, thus perpetuating membrane shedding of ACE2, RAAS overactivation, and inflammation (). This mechanism, however, is not universal to all coronaviruses because the spike protein of HNL63-CoV (NL63-S), a coronavirus that also utilizes ACE2 and is known to cause common influenza, did not produce similar cellular responses ().

Lung as the Primary Target for SARS-CoV-2 Infection

SARS-CoV-2 infection is primarily a respiratory infection that targets type II alveolar epithelial cells (83%) in the lungs (, ). Upregulation of ACE2 in various cells usually disrupts ACE2 normal function from cleaving and converting angiotensin II to angiotensin 1-7 for tissue protection (). SARS-CoV-2-infected type II alveolar epithelial cells leads to inflammation and severe damage in the lung tissue that is clinically manifested by elevated levels of ferritin and D-dimer, and association with oxygen desaturation, chest pain, and disease progression as indicated by computed tomography (CT) pulmonary angiography (, ). Elevated levels of macrophage/monocyte colony-stimulating factor (M-CSF, also known as colony-stimulating factor 1 receptor), granulocyte-monocyte colony-stimulating factor (GM-CSF), and interleukin (IL)-6 have also been reported in the later stages of COVID-19 (). This correlates with pneumonia and acute respiratory distress syndrome (ARDS) that may lead to organ failure as observed in severe or critical cases of COVID-19 (, , ).

Most recently, the study of Ferreira-Gomes et al. () has shown that cells isolated from bronchoalveolar lavage of intensive care unit (ICU) patients with severe COVID-19 cases were enriched with tumour growth factor-beta 1 (TGF-β1)-expressing Th17, regulatory T cells, and CD14-positive cells, immune cells that are usually recruited to fight the infection. TGF-β1 is a master regulator of immune reaction and pulmonary fibrosis in COVID-19 patients (). Its expression was associated with SARS-CoV-2 spike protein-specific IgM, IgG (IgG1 and IgG2), and IgA (IgA1 and IgA2) antibodies that protect systemic organs and mucosal surfaces, respectively (, ). SARS-CoV-2 spike protein-specific antibodies were also an indication of ongoing immune reaction and damage in secondary organs from the spread of viral infection (). In the early days of ICU admission, IgG antibodies are predominantly generated by IL-10/21 specific to SARS-CoV-2 proteins (). As a result of clonal expansion, later these antibodies become somatically mutated, virus non-specific, and undergo switching as instructed by TGF-β1 (, ). Ferreira-Gomes and co-authors have demonstrated that TGF-β1 induces chronic immune reaction by regulating antibody switching from IgG to IgA and this correlates with prolonged ICU stays of more than seven days ().

Overall, systemic COVID-19 infection is characterised by various immunoregulatory and pro-inflammatory cytokines such as IL-1β, IL-2, IL-6, IL-7, IL-10, IL-18, D-Dimer, C-reactive protein (CRP), GM-CSF, interferon gamma-induced protein 10 (IP10), macrophage inflammatory protein 1 alpha (MIP1α), chemokine (C-C motif) ligand 2 (CCL2, also known as MCP1), interferon gamma (IFN-γ), and tumour necrosis factor alpha (TNF-α), which are mainly observed in ICU patients rather than in non-ICU patients (, ). This signifies a cytokine storm characterised by an abnormal overreaction of the body’s immune system that causes a loss of communication between the infected cells and the host immune defence mechanism. Cytokine storm triggers severe inflammation and infiltration of neutrophils, macrophages, and T cells that may damage several tissues leading to multi-organ failure (). Carveli et al. () demonstrated an association between COVID-19 mediated inflammation and activation of the C5 complement factor with its receptor called complement component C51 receptor (C5AR1). C5AR1 or C5a is a G-protein coupled receptor that modulates inflammatory response by activating neutrophils and monocytes to the site of damage.

Invasion of SARS-CoV-2 in Secondary Organs

ACE2 is widely expressed in a heterogeneous population of systemic cells (Figure 2), making it possible for SARS-CoV-2 to damage several systemic tissues leading to various clinical phenotypes that result in multi-organ dysfunction (Figure 2) (). A high level of ACE2 in nasal epithelial cells correlates with increased viral load, especially in the early stages of SARS-CoV-2 infection (). This may explain the accuracy of nasal and nasopharynx aspirates for SARS-CoV-2 diagnosis (). The highest viral load was reported in the olfactory epithelium, suggesting damage in the supporting cells (, ). Although ACE2 level is low in the capillary endothelial cells of the cerebral circulation, circumstantial evidence suggests that SARS-CoV-2 may access these cells by crossing the blood-brain barrier, as demonstrated by in vitro studies. This may involve unknown indirect mechanisms that may be responsible for clinical manifestation (examples are anosmia, ageusia, and altered mental status) and neurological complications that have been observed in critical cases of COVID-19 infections (Figure 2) ().

Figure 2

ACE2 and TMPRSS2 are also expressed in cardiomyocytes, cholangiocytes, hepatocytes, and enterocytes, suggesting potential targets for SARS-CoV-2 infection (, ). ACE2 synergises with the RAAS to regulate angiotensin to balance the normal function of the cardiovascular system (, ). Upon SARS-CoV-2 infection, ACE2 is suppressed and fails to counteract the vasoconstrictive and pro-inflammatory function of the RAAS to balance the system. This may lead to increased vascular permeability, tissue oedema/damage, and systemic microcirculatory dysfunction associated with cardiovascular-related disease (). Approximately 50% of COVID-19 hospitalised patients exhibit abnormal levels of alanine transaminase (ALT) and aspartic transaminase (AST), slightly elevated level of bilirubin, higher alveolar-arterial oxygen gradient (A-aDO2)/gamma-glutamyl transferase (GGT), and hypoalbuminemia that suggests hepatic damage (). Elevated levels of ALT (7590 U/L) and AST (1445 U/L) were almost doubled in severe/critical cases as relative to mild/moderate cases, and correlate with nausea, vomiting, and anorexia (). In addition, a sub-group of COVID-19 patients present with darkened faces and pigmentation (, ). This may suggest abnormal liver function probably from failing to metabolise oestrogen, increased iron level, and melanin secretion as well as adrenocortical hypofunction associated with hepatic injury ().

Zhao et al. (), demonstrated that SARS-CoV-2 infection triggers direct cholangiocytes damage by perturbing the barrier and bile acid transporting functions of cholangiocytes via abnormal regulation of solute carrier family 10-member 2 (SLC10A2) gene and cystic fibrosis transmembrane conductance regulator (CFTR) gene, resulting in bile acid accumulation and consequent hepatic injury aggravation. Mechanisms associated with COVID-19-related hypoxia, antiviral drugs/incorrect drug dosage, and use of herbs or traditional medicines to counteract COVID-19 effects may also participate in liver injury (99). Numerous studies have reported successful isolation of SARS-COV-2 from faecal/stool samples of COVID-19 patients with and without inflammatory bowel disease (IBD) (100103). Interestingly, in some COVID-19 cases, the faecal viral load was even higher (107 copies/g) than in pharyngeal swabs (101, 104). This observation disputes the pharyngeal infection as the source of faecal viral RNA and supports the theory of enteric infection of SARS-CoV-2 (101, 104). An elevated level of faecal calprotectin, largely expressed by neutrophils and a reliable faecal biomarker of intestinal inflammation, has been reported in COVID-19 patients with diarrhoea as compared to patients without diarrhoea (105).

It has been demonstrated that nephrons, undifferentiated spermatogonia, testicular Sertoli, and Leydig cells express a considerable abundance of ACE2 receptor expression, making the kidney and testes further potential SARS-CoV-2 reservoirs (106, 107). Renal damage in cases with no underlying renal conditions suggested SARS-CoV-2 as the underlying cause, and this was marked by abnormal blood work and increased levels of proteins in the urine. Lengthy hospitalisation stays, acute kidney injury (AKI), and increased mortality were the most common consequences of severe or critical cases of COVID-19 (107113). COVID-19 causes severe physiologic and neurological stress, which may release increased stress hormone and alter testosterone levels. Testes play an important role in regulating the hypothalamic-pituitary-testicular (HPT) axis, which governs the male reproductive hormonal cascade (114). HPT axis endocrinologically links testes to the brain by gonadotropins (luteinising hormone-LH and follicle-stimulating hormone-FSH) and testosterone. LH and FSH that normally activate Leydig and Sertoli cells, respectively, are altered in COVID-19 patients, and this is hypothesised to be due to imbalances in testosterone production (115118). Levels of LH seem to increase in male patients with severe COVID-19 leading to abnormal FSH/LH ratios (115, 116).

A recent case report of semen analysis for in vitro fertilization procedure revealed that mild COVID-19 infection in men could result in long-term alterations in sperm morphology and sperm DNA integrity that may ultimately lead to male infertility (119). It was previously thought that the sperm parameters would take 70 – 90 days to return to their basal state after recovering from the infection. However, this published case has shown that this can take a much longer time of >4 months (119). Although these findings are based largely on case studies and lack further validation, it is plausible to hypothesize that increased risk of infertility as a COVID-19 long-term complication, especially in young men, will be observed after the pandemic. Therefore, more studies are needed to determine the negative impact of COVID-19 in a large cohort of infected males with varying severity of disease during infection and after recovery.

The Role Of Epigenetics In Infection Susceptibility: X-Chromosome Inactivation And Covid-19

In terms of Betacoronavirus (SARS-CoV-2, severe acute respiratory syndrome coronavirus/SARS-CoV and Middle East respiratory coronavirus/MERS), men usually experience severe infections complicated with poorer clinical outcomes than women (120124). It was observed that SARS-CoV-1 infected males had a significantly (21.9%, p < 0.0001) higher case fatality rate than females (13.2%) with a relative risk of 1.66 (95% confidence interval (CI): 1.35, 2.05) before age adjustment and 1.62 (95% CI: 1.21, 2.16) after adjustment (120). Peckham et al. (123), demonstrated through a meta-analysis of 3,111,714 reported global COVID-19 cases that males have almost three times the odds of requiring ICU admission (OR = 2.84; 95% CI = 2.06, 3.92) and higher odds of fatality (OR = 1.39; 95% CI = 1.31, 1.47) compared to females. X-chromosome inactivation (XCI) may explain some of the disparities in infection susceptibility (Figure 3). As an epigenetic hallmark of normal human development, XCI is regulated by a progressive and stepwise epigenetic phenomenon that ensures an equal dosage compensation of the X-chromosome encoded genes expression level between females and males (125, 126). XCI is regulated by the X-inactivation centre (XIC) and established by long non-coding X inactive specific transcript (Xist) RNA through several heterochromatin changes as largely demonstrated by seminal work conducted by the Brockdorff lab (127, 128). The suppression of X-linked genes through recruitment of the PRCs is a common XCI feature (129). Acquisition of histone deacetylase 3 (HDAC3) and H2A by adding a single ubiquitin group to lysine-119 (H2AK119) are the earliest repressive epigenetic marks required for efficient XCI. H3K27me3, a transcriptional silence mark that is catalysed by PRC2-EZH2 for inactive heterochromatin, is enriched and later spread at the promoters of silenced X-linked genes for long-term stable XCI maintenance (129, 130).

Figure 3

Notably, for counteracting invading pathogens, the X-chromosome is enriched with many immune-related genes and regulatory elements that activate host immune defence mechanisms (131). While this may increase women’s susceptibility to autoimmune disease, it may also provide them with immunological and survival advantages against pathogen insults (132). Females have two copies of X-chromosome (XX), and one becomes randomly and permanently silenced during embryogenesis through XCI (125, 126). An inactivated chromosome is called a Barr body or sex chromatin (Figure 3). Some genes located in the silenced X-chromosome may escape XCI and remain expressed to perform their normal activities (133). Fortunately for women, these XCI skewing genes/escapees may lead to an elevated level and high immune responsiveness of such genes (134). Subsequently, this results in double and exclusive protection for women against defective X-linked genes and infections relative to men (Figure 3). As a result of having a single copy of X-chromosome (XY), males are at high risk of X-linked or sex-linked disorders (134), and this may explain why males tend to suffer more severe cases of COVID-19/other infections and fatal complications than females. Sex different effects in COVID-19 may be attributable to various external risk factors that are more prevalent in men versus women (135140). Comorbidities such as cancer, heart failure, hypertension, diabetes, obesity and chronic obstructive pulmonary disease coupled with behavioural factors including smoking and alcohol consumption are generally increased in males than females, and these have been shown to correlate with poor clinical outcomes, increased risk of ICU admission and fatalities in COVID-19 infected patients (135138, 140, 141). Men have been shown to have an increased level of circulating plasma ACE2 receptor, the primary receptor that enables SARS-CoV-2 attachment and infection (138, 139, 142). Using a high-throughput multiplex immunoassay based on a proprietary proximity extension assay (PEA) technology, Sama et al. (141) measured the ACE2 concentration in index cohort of 1485 males and 537 females with COVID-19 and heart failure, and found that the mean plasma concentration of ACE2 was higher by 5.38 in males compared with females (5.09, P < 0.001). This was also supported by a validation cohort that exhibited increased 5.46 ACE2 plasma concentration in males compared with 5.16 in females patients (P < 0.001) (141). A separate single center population-based study of 5457 Icelanders demonstrated altered serum levels of ACE2 in males, smokers and diabetes or obese patients, and this was associated with productive SARS-CoV-2 infection and severe clinical outcome (142). The expression levels of ACE2 receptor was found to be enhanced in the lungs in response to active smoking, diabetes and hypertension, explaining an increased susceptibility and severity to COVID-19 infection (138, 139, 142).

Gene expression regulation of ACE2 and other X-chromosome linked genes, including Toll-like receptors (TLRs), CD40 ligand (CD40L), and Forkhead box P3 (FOXP3)/Scurfin, expressed upon SARS-CoV-2 infection, may play a critical role in COVID-19 pathogenesis and severity. Following viral entry, SARS-CoV-2 triggers the activation of the RNA-based pathogen sensors such as TLR3, TLR4, TLR7, and retinoic acid-inducible gene-I-like receptors (RIG-I), which complex with a melanoma-differentiation associated 5 (MDA-5) to establish a frontline defence mechanism (143). This complex is epigenetically subverted to induce abnormally elevated levels of interferons (IFNs) and pro-inflammatory cytokines, such as tumour necrosis factor alpha (TNF-α) and interleukins (ILs), associated with critically ill and ICU admission of COVID-19 patients (131, 144).

Dai et al. (145), through integrated bioinformatics analysis revealed an upregulation of structural maintenance of chromosomes flexible hinge domain containing 1 (SMCHD1) in COVID-19 patients, suggesting that it may be involved in the epigenetic control of ACE2 receptor, and thus COVID-19 pathogenesis. It is not surprising that SMCHD1 is linked to ACE2 receptor regulation, as it is an essential protein in XCI. Mouse studies have demonstrated that homozygous nonsense mutations in the Smchd1 gene cause XCI defect that leads to female-specific embryonic lethality (146, 147). Gendrel et al. (125), demonstrated that a late step Smchd1 gene recruitment to XCI in female XX embryonic stem cells establishes DNA methylation of CpG islands, preferably via Dnmt3b gene and histone mark H3K27me3 for long-term maintenance of gene silencing. An SMCHD1-dependent pathway may explain the data of Mudersbach et al. (148), demonstrating that TNF-α suppresses ACE2 mRNA and its protein expression in endothelial cells via hypermethylation by DNMTs, including DNMT3b. It has been suggested that suppression of TNF-α mediated ACE2 mRNA via epigenetic inhibitors may reduce SARS-CoV-2 viral replication, leading to anti-inflammatory effects associated with quicker healing and resolution of COVID-19-related complications (148). SARS-CoV-2 genome encodes mRNA Cap 2´-O-Methyltransferase (2-O-MTase), another epigenetic phenomenon that deposits a methyl group at the 2´-O position of the first nucleotide adjacent to the cap structure at the 5’ end of the RNA (149152). RNA-based viruses often use this mechanism to their advantage to escape immune surveillance. It might be tempting to speculate that drugs targeting these epigenetic marks and preventing immune evasion may also be important in fighting COVID-19 infection.

Possible Epigenetic Dynamics In Covid-19 Infection

Li et al. (153) have demonstrated in a murine mouse model with the human ACE2 (hACE2) transgene that SARS-CoV-2 induces epigenetic-mediated metabolic reprogramming and alterations in both local and systemic sites of infection. These alterations are associated with systemic lethality that mirrors human COVID-19 clinical phenotypes, suggesting an epigenetic role in COVID-19 pathogenesis. Below, we discuss epigenetic marks and alterations that we hypothesize may play a role in ACE2 receptor regulation and COVID-19 pathogenesis/treatment.

Writing of DNA Methylation and Role of DNMTs

DNMT1, DNMT3A, DNMT3B, and DNMT3L are family of DNMTs that write or deposit methylation on DNA leading to hypermethylation, read by MBDs to mainly suppress gene transcription (Figure 1) (, 154). DNMT1 binds to and methylates hemi-methylated CpG sites to ensure stable maintenance of DNA methylation (). DNMT 3A and 3B are de novo methyltransferases that mainly lead to transcriptional repression through the establishment of non-CpG methylation, an emerging epigenetic mark that defines brain tissue-specific patterns of gene transcription (155159). DNMT3L is catalytically inactive and serves as a cofactor for DNMT 3A and 3B (160, 161).

Although DNA methylation patterns are erased and deposited through successive normal developmental stages and cell differentiation, they also occur in the form of epigenetic memory in stem cells, and in communicable and non-communicable diseases, reviewed in (162). Most importantly, various epigenetic phenomena triggered in response to raging viral replication are usually hijacked by the same targeted virus to alter the protective immunoregulatory mechanisms for survival and propagation, reviewed in (163). For instance, during infection with hepatitis B virus (HBV), DNMTs are upregulated in response to productive viral replication mediated by the host-viral interaction as part of host immune defence mechanisms, also reviewed in (164). In the long run, the same DNA methylation machineries may start hypermethylating CpG island promoters that overlap with host-viral integration sites leading to alteration in the transcription of genes, including immunoregulators and tumour suppressors that are critical to carcinogenesis (164). COVID-19 related airborne respiratory infections such as the Middle East respiratory syndrome-CoV (MERS-CoV) and avian influenza (H5N1) have also been shown to exploit DNA methylators and histone modifiers to suppress immunoregulators such as type 1 IFN-γ-responsive genes. These genes include class II, major histocompatibility complex, transactivator (CTIIA), antigen peptide transporter 2 (TAP2), and protein disulfide-isomerase A3 (PDIA3) (165). Abnormal regulation of these genes impedes the host immune system to fight infections effectively (166). This suggests that various epigenetic reprogramming phenomena may also occur during COVID-19 infection (167).

Mice transfected with hACE2 and subsequently infected with SARS-CoV-2 have been used to gain insights into epigenetic changes that drive cardiac injury in COVID-19 patients (153, 168). Li and colleagues identified 172 differentially methylated CpG sites in the hearts of SARS-CoV-2-infected mice compared with controls (153). Two genes, paternally expressed gene 10 (Peg10) and endothelin-converting enzyme 1 (ECE1), show high levels of differential methylation in SARS-CoV-2 mice bearing hACE2 compared with controls. For the Peg10 gene, a hypomethylation pattern consistent with higher expression of the Peg10 gene in hearts was seen. The loss of function of the Peg10 gene is known to result in early embryonic death (169). Peg10 gene also regulates cellular proliferation and viral replication through binding to the viral transcription regulators (170). SARS-CoV-2 infection was associated with increased methylation of the ECE1 gene, the product that regulates proteolysis of endothelin precursors to form biologically active peptides (171). Loss of function of the ECE1 gene is associated with cardiac defects, generalized oedema, and autonomic dysfunction (172). In another study, blood samples from acute SARS-CoV-2 infection versus healthy controls blood samples exhibited 28% of hypermethylated regions (173). Hypermethylated regions comprised of more than 5 consecutive differentially methylated CpG sites. It is not surprising that studies with SARS-CoV-1 and MERS also detected differentially methylated CpG sites, and found to be located in the promoter regions encoding genes involved in interferon and antigen presenting cells stimulation (174). This supported a recent study that identified >40 CpG sites encoding genes serving similar purposes, suggesting the role of DNA methylation influencing COVID-19 progression and target for epigenetic therapy (175).

Activation of the immunoregulatory cytoplasmic transcription factor aryl hydrocarbon receptor (AHR) may also result in hypermethylation that contributes to COVID-19 pathogenesis. The AHR has been identified as a host factor for Zika and Dengue viruses, and its inhibition was associated with significantly reduced viral replication and amelioration in the disease pathology (176178).

It has been shown that the AHR becomes activated upon SARS-CoV-2 infection (178), and that it impacts SARS-CoV2 antiviral immunity and pathogenesis, promoting a pro-inflammatory response and participating in the severity of COVID-19 (178). Furthermore, it has been postulated that AHR activation may be the culprit behind the COVID-19-mediated cytokine storm (145, 178, 179). RNA-Seq analysis of CoV-infected cells unveils an upregulation of the AHR and its target genes, including AHRR and CYP1A1 (177). Kynurenic acid, a product of normal metabolism of L-tryptophan, and a potent endogenous AHR ligand, has also been shown to be elevated in response to COVID-19 (139, 180). This correlated with cytokine storm, age and low levels of T-cell responses, especially in males as compared to female patients, hinting for a sex-specific link to immune response and COVID-19 clinical outcome (139). Curiously, activation of the AHR has been associated with hypermethylation in acute lymphoblastic leukaemia (ALL) in vitro. When demethylated by methylation inhibitor zebularine, AHR-related methylation inhibition restored normal cells phenotype and prevented tumorigenesis (181). In another study, AHR activation resulted in epigenetic alteration of Foxp3 and IL-17 expression and consequently attenuated colitis (182). Recently, Jiadi et al. (183), have shown that macaques infected with SARS-CoV-2 modulation of the AHR upregulates the expression of ACE2 by binding to its promoter regions, and this is accompanied by aggressive disease. Consequently, if the AHR becomes hypermethylated, as shown in other pathologies, the level of ACE2 may also be silenced through the same methylation. This may disrupt the inhibitory mechanisms regulated by ACE inhibitors or other RAAS blockers leading to the aggressiveness of underlying cardiovascular diseases (e.g., hypertension) that have been reported in severe/critical cases of COVID-19 infection.

Interestingly, the AHR also regulates the expression of NOD-, LRR- and pyrin domain-containing protein 3 (NLRP3), that may also be epigenetically regulated (184, 185). Castro de Moura et al., revealed a strong correlation between COVID-19 clinical severity and DNA methylation of 44 CpG sites with >50% of these located in 20 promoters of annotated coding genes including Absent in Melanoma 2 (AIM2) and major histocompatibility class 1C (HLAC) (175). AIM2, similarly to the NLRP3, is part of the inflammasome complex (186). The inflammasome is involved in caspase-1 cleavage, trigger of gasdermin D-mediated pyroptotic cell death and release of pro-inflammatory cytokines IL-1β and IL-18 in response to pathogens’ insult, reviewed in (187, 188). Altered levels of IL-1β and IL-18 cytokines were observed in COVID-19, as it does in several male infertility-related disorders such as varicocele (, 111, 189), suggesting that NLRP3 may also be activated upon COVID-19 infection. This notion is supported by the study of Su et al. (190), that demonstrated that upregulation of calcium-sensing receptor (CaSR) activates the NLRP3 pathway in testicular macrophages and impairs testosterone synthesis in a uropathogenic Escherichia Coli (UPEC) rat orchitis model.

Chronic infections such as HBV, hepatitis C virus (HCV), and human immunodeficiency virus (HIV) have been demonstrated to infect sperm cells and trigger oxidative stress. Subsequently, this activates histone modifications leading to long-term effects on male fertility parameters such as sperm integrity, count, motility, and morphology. During normal differentiation, sperm cells’ genome undergoes successive rounds of epigenetics marks to ensure proper spermatogenesis and spermiogenesis (191). More than 85% of human mature sperm cells’ DNA is bound to protamines. Protamines are sperm-specific basic nuclear proteins that take over the histones’ position and function to package the sperm DNA for compaction necessary for sperm motility (192). In the late stages of spermatogenesis, sperm cells’ genome becomes dramatically reorganised and globally hyperacetylated to remove and replace histones with protamines. This phenomenon essentially erases the epigenetic modifiers laid out through histone modifications. It preserves the paternal genome by protecting it from extracellular stressors and harmful effects of the oocyte during fertilisation (192). An altered protamine ratio or histone content or distribution in sperm is a sign of aberrant chromatin packaging, associated with increased susceptibility to DNA damage or abnormal epigenetic marking that may lead to male infertility. Ma et al. (108), have detected SARS-CoV-2 in the testis’ biopsies of COVID-19 patients. Immunohistochemistry analysis revealed a significant increase in spermatogenic epithelial shedding in the deceased patients with critical cases of COVID-19, which was accompanied by thinning of seminiferous tubules (193). Inflammation of the epididymis and/or testicle was associated with old age (>80yrs) and severe or critical cases of COVID-19 (P = .037) (107). More than 20% of recovered patients who previously had children through natural birth exhibited autoimmune orchitis. This was indicated by observed oligospermia, leukocytospermia, elevated sperm phagocytic CD3+/CD68+ immune responses in testes/epididymis and apoptotic cells relative to age-matched control males (193). In some cases, tocilizumab was administered in response to a progressive worsening of oxygenation, and blood biochemistry tests revealed an elevation of lactate dehydrogenase to 1213 U/l, D-dimer to 1150 ng/ml, and CRP to 23.80 mg/dl. Impaired spermatogenesis and increased apoptotic cells may be attributable to COVID-19-induced histone modifications associated with elevated CRP and fever that perturbed the optimum testicular temperature (2 – 4 ⁰C below the average body temperature) (194). Moreover, extensive germ cell destruction, as demonstrated by the TUNEL assay, may have also been a contributing factor.

Erasing of DNA Methylation: Role of TETs

TETs are regarded as erasers of DNA methylation, reviewed in (195). They actively or passively demethylate DNA methylation by removing the 5-methylcytosine mark. TETs oxidise 5-methylcytosine to generate 5-hydroxymethylcytosine (5-hmc), 5-formylcytosine (5-fc), and 5-carboxycytosine (196198). 5-hmc is a stable epigenetic mark that is highly abundant in the brain, liver, and stem cells, and it is crucial for neurogenesis and hepatocellular carcinoma (HCC) (199, 200). TETs are prominent regulators of immune cells. For example, Tet-2 mediates T-cell differentiation and synergises with Tet-3 to modulate the expression of Foxp3, a transcription factor responsible for T-cells development (201). Tet-deficient mice CD4-T cells exhibited impaired Th1/2/17 differentiation and cytokine production in lymphocytic choriomeningitis virus infection, supporting a critical role of Tet-2 in infections (202). In other studies, loss of Tet2/3 resulted in an antigen-driven expansion of various immune cells and rapidly developed aggressive disease phenotype (203, 204). Moreover, combined deletion of Tet2/3 in mice exhibited impaired Treg cell differentiation. This was accompanied by DNA hypermethylation of various Treg-specific demethylated regions (TSDRs) within the Foxp3 locus that resulted in aberrant Foxp3 expression (205, 206). TNFs and ILs, important cytokine storm elevated markers observed in severe or critical cases of COVID-19, are known to induce DNA demethylation via TETs (207210). IL-1β and TNF-α modulate the global hydroxymethylation by activating TETs and iso-citrate dehydrogenases in the genomic DNA and specific locus in matrix metalloproteinase (MMP) promoter region in human OA chondrocytes (211).

In severe COVID-19 pneumonia cases, abnormal upregulation of T-cell proliferation, activation, and cytotoxicity was noted at the late phase of infection, suggesting an underlying perturbation resulting in the loss of an inhibitory role Tregs (212). Mohebbi et al. (210), have shown that CD4+ FoxP3+ CD25+ T cells expression level is significantly suppressed in hospitalised COVID-19 patients and led to an elevated level of IL-6. Given this evidence, it is intriguing to suggest this aberrant hyperactivation of cytotoxic cells in COVID-19 may be attributable to Tet-2/3-mediated epigenetic regulation of Tregs. Cell division occurring as a result of antigen and cytokine stimulation in response to COVID-19 infection may be the underlying mechanism for this epigenetic reprogramming. This may result in aberrant gene transcription, fatal inflammatory response, disease aggressiveness, and multi-organ disease phenotypes observed in severe and critical cases of COVID-19.

Abnormal production of the IFN and IFN-γ correlate with slowly resolved COVID-19, and enhanced viral replication was also observed, as previously reported in other studies (213215). This may also correlate with genetic variation of heat shock protein 70 (HSP70) or A1L (HSPA1L), which has been demonstrated to result in significantly higher plasma concentrations of TNF-α and IL-6 and poor clinical outcomes after severe tissue injury from pathogens (216). Elevated levels of TNF-α and IL-6 are associated with severe cases of COVID-19 and systemic inflammation, as well as HSPA1L gene upregulation via hypomethylation of its promoter regions in response to increased SARS-CoV-2 viral replication (217). HSPA1L hypomethylation is catalysed by the dramatically reduced DNA methyltransferases (DNMT 1 - 3), possibly via TETs and postulated to enable viral cell entry and protein synthesis (217, 218).

Writing Histone Modification: Role of HATs and HMTs

Histone lysine acetylation is catalysed by conserved histone acetyltransferases (HATs) and plays a crucial role in viral infections (219, 220). It facilitates the transfer of an acetyl functional group from acetyl coenzyme A to the ε-amino group of the lysine residue at one end of the histone molecule on the chromatin. HATs alter the charge of various lysine residues within either H3 (histone acetylation at lysine 9, 14, 18, and 23, denoted as H3K9/14/18/23ac) or H4 (H4K5/8/12/16ac), reviewed in (221223). A positive charge from lysine becomes neutralised by a negative charge from a transferred molecule, reducing the binding affinity between histones and DNA. This alters the chromatin architecture by opening the chromatin and making it accessible to the transcription factors for active gene expression (221223). MYST writes histone acetylation, adenoviral E1A-associated protein of 300 kDa/CREB-binding protein (p300/CBP) and general control non-derepressible 5 (GCN5)-related N-acetyltransferases (GNATs) and read by bromodomains (BRD) and extra-terminal (BET) family of proteins (221, 222).

Histone H3 and H4 form a significant component of the host immune defence mechanism against pathogen insults and other hostile environments. In vitro studies with retroviral infected mouse embryonic fibroblasts have shown that histones are loaded rapidly on unintegrated retroviral DNA soon after infection (219, 220). Unintegrated retroviral DNA is typically weakly expressed, but in response to interaction with loaded histones, their expression may become dramatically increased by chromatin modifiers and promote persistent infection (219, 220). Several studies have shown that histones can be released into blood circulation during an infection as damage-associated molecular patterns (DAMPs) from apoptotic and damaged cells, eliciting an inflammatory stimulus (224226). DAMPS interact with TLRs, and trigger TLR/myeloid differentiation factor 88 (MyD88)/NLRP3 pathways leading to activation of macrophages (227). This, in turn, can cause an accumulation of neutrophil infiltration and subsequent production of neutrophil extracellular traps (NETs) and reactive oxygen species (ROS) (227). Activation of TLR/MyD88/NLRP3 pathways has been upregulated in obese patients that are at high risk of severe COVID-19 infection (228). This suggests that activating these pathways by the DAMPs and histones loaded on viral proteins may be the mechanism underlying an excessive tissue inflammation and injury that correlates with multiple organ failure and increased mortality in COVID-19 infection.

Histones can also bind to complement component 5a (C5a) and CRP, which are proteins expressed by the liver in response to systemic inflammation (229231). CRP is a regulatory factor for angiogenesis and thrombosis associated with cardiovascular disease (CVD), which is a risk factor for COVID-19 severe cases (232). An elevated level of C5a and CRP in COVID-19 infection is an indication of excessive inflammatory response in endothelial cells and tissue damage that correlates with aggravated disease or poor prognosis. Neutrophils play an important role in the early or later stages of severe cases of influenza A virus (IAV), and COVID-19 infection cases, where circulating cell-free histones are enriched and highly pro-inflammatory (233). Hsieh et al. (233) have shown that binding of histones H4 to CRP in neutrophils models infected with IAV blocks the H4-mediated neutrophil activation and potentiates neutrophil inflammatory response during infection (233). This data suggests that H4 may be part of the host protective mechanism during excessive pro-inflammatory response. However, in response to interaction with circulating virus through molecules such as C5a and CRP, this mechanism may be hijacked by the virus for its replication advantage leading to tissue damage and fatal sequelae observed in COVID-19.

A case study of four unrelated young men who were critically ill with COVID-19 infection, and subjected to mechanical ventilation in the ICU, revealed nonsense and missense X-chromosomal TLR7 variants using whole-exome sequencing (213). This TLR7 variant mutation resulted in a unique loss of function from aberrant alteration of TLR7 mRNA expression and its downstream target genes. Interferons regulatory factor 7 (IRF7), interferon beta 1 (IFNB1), and interferon stimulated gene 15 (ISG15) are examples of genes associated with this TLR7 variant mutation. IRF7 becomes acetylated by HATs p300/CBP-associated factor (PCAF) and GCN5, and this usually impairs its binding activities leading to reduced IRF7 activity. PCAF acetylase complex and GCN5 are required for viral integration, and they have also been shown to be activated in influenza A virus to negatively regulates the viral polymerase activity (234, 235). PCAF is also known as lysine acetyltransferase 2B (KAT2B), a master regulator of TGF-β signalling pathway that triggers CVD development when altered. The SARS-CoV-2 virus induces an aberrant and excessive TGF-β-mediated chronic immune reaction creating a switching from IgM to IgA1 and IgA2 immunoglobulins (, 236). This, in turn, causes an increased pro-inflammatory response and severe disease activity that correlates with prolonged ICU COVID-19 cases and fatalities (, 236). It is important to investigate the possible roles of PCAF and GCN5 activities in regulating TGF-β and TLR7 signalling pathways in severe COVID-19 for novel treatments to ameliorate the severity and prevent COVID-19 fatalities.

Unlike histone acetylation, histone methylation does not modify any histone protein charge but deposits one or a set of methyl groups from S-adenosyl methionine (SAM) on the side chains of either H3 or H4 lysines or arginine (237). Histone methylation is catalysed by histone methyltransferases (HMTs) with various methylation sites (238). One of these HMTs is SET1B with H3K4me3 occupancy on open chromatin, and this recruits transcription factors for epigenetic transcriptional activation (239). This epigenetic tag has been shown to induce hypoxia, one of the emerging key drivers of COVID-19 pathogenesis and related fatalities. COVID-19 related-hypoxia manifests insufficient levels of oxygen supply in various tissues. SET1B activation is oxygen-dependent and facilitates hypoxia responses via site-specific histone methylation (240). In response to hypoxia, SET1B is recruited to the hypoxia-inducible transcription factor (HIF) promoter via HIF1α and facilitates the expression of genes involved in angiogenesis (240), one of the clinical features of COVID-19 severity. HIF-related genes will be described further in a later section of histone demethylation.

Erasing Histone Modification: Role of HDACs and LSDs/KDMs

Histone acetylation and methylation are erased by HATs and lysine demethylases (KDMs)/lysine-specific demethylases (LSDs), respectively. The former result in a more condensed, closed, and transcriptionally silenced chromatin structure that is not accessible to transcription machineries (). The latter blocks the recruitment or occupancy of transcriptional factors on the chromatin sites (). The process is called histone lysine deacetylation or demethylation, and it associates with the repression of gene transcription. HDACs are grouped into four classes, including class I (HDACs 1 - 3 & 8), class II (HDACs 4 -7, 9 & 10), class III (Sirtuin 1 - 7) class IV (HDAC 11), reviewed in (241, 242). KDMs/LSDs include KDMs/LSDs 1 – 6 with several families that act on different substrates for various cellular processes.

Histone repression marks are common phenotypical features in viral infections and other diseases, such as cancer (243). Virus-induced cancers from HBV, HPV, and EBV hijack histone acetylation marks for viral survival and propagation, and various HDACs inhibitors have been shown to circumvent these effects and alleviate the disease (244247). Sirtuin 1 (SIRT1) is a key epigenetic regulator of CVD, metabolic and age-related disease through interaction with nuclear transcription factor-κB (NF-κB), a master regulator of inflammation activated by a signal transducer and activation of transcription 3 (STAT3) (248, 249). STAT3 becomes hyperactivated and impairs immune defence machineries that promote exacerbated inflammation and lymphocytopenia, leading to lung fibrosis and thrombosis, as demonstrated in severe COVID-19 cases (249). SIRT1 was also shown to interact with and modulate p53 activities to regulate viral replication in MERS-CoV and SARS-CoV infections (250, 251). Takahashi et al. (252), have recently shown that panobinostat, an inhibitor that counteracts HDACs effects, silenced the transcription of ACE2 receptor and ABO gene (gene encoding three blood group alleles) in cultured epithelial cell lines. This suggested a potential preventative drug against COVID-19 infection (252, 253). ACE2 is the primary host receptor for viral entry, whereas the ABO blood group system has been suspected to increase susceptibility for severe COVID-19 cases (252, 253). Related to this, Zhao et al. (254), have shown that blood group A individuals may be susceptible to COVID-19 infection, owing to the enrichment of group A antigen in respiratory cells (254).

Upregulation of HDACs by hypoxia was shown to be activated in response to a silence in hypoxia-responsive tumour suppressor genes (255, 256). These genes include HIF-1α and vascular endothelial growth factor (VEGF), and their epigenetic-mediated alteration correlates with a dramatic increase of intussusceptive angiogenic features (255). A similar clinical phenotype was observed in the lungs of deceased COVID-19 patients, exhibiting distinctive pulmonary vascular pathophysiologic features in a background of perivascular inflammation and injury, as relative to those of influenza (257). VEGF is a prominent mediator of angiogenesis and is usually involved in wound healing (257). VEGF exerts its activities through VEGFR 1–3, which are targeted and negatively regulated by epigenetics alterations (258). VEGFR3 receptor has two ligands, VEGF-C and VEGF-D, which stimulate angiogenesis. Interestingly, serum levels of VEGF-D were found to be significantly elevated in ICU COVID-19 patients as compared to non-ICU patients, a novel biomarker to trace the progression of disease (258). Current research shows that VEGF and its associated receptors undergo histone deacetylation, suggesting them as potential epigenotherapy targets. It has previously been shown that histone deacetylase 4 (HDAC4) remodels neuronal morphology by altering the transcription signature of VEGF-D (259). Activation of HDAC2 suppresses inflammatory cytokines (e.g., IL-17, Figure 4) in pulmonary disease, and this with the disease onset and sometimes with prognosis (260262). On another note, Ahmad et al. demonstrated that endothelial TLR/MyD88 signalling is regulated by histone deacetylase 6 (HDAC6), contributing to alveolar remodelling architecture and pulmonary inflammation (263). Upregulation of TLR/MyD88 signalling pathway in association with elevated TNF-α and IL-6 was reported in overweight and obese individuals as compared to lean individuals (263). In referral to this observation, Cuevas and co-authors have recently published a brief communication postulating and probing for a research study that upregulation of TLR/MyD88 signalling pathway may contribute to excessive and fatal pro-inflammatory cytokine storm especially in SARS-CoV-2 vulnerable obesity individuals (228). MyD88 was shown to establish and promote CD4 T-cells responses to control viral spread to the central nervous system (CNS) in coronavirus-induced encephalomyelitis (228). Any abnormal regulation of MyD88 signalling already existing in obese individuals and other co-morbidities may impact COVID-19 disease progression leading to more fatalities (228).

Figure 4

The widespread methylation of genes in SARS-CoV-2 infection is associated with the downregulation of genes involved in the regulation of the tricarboxylic acid (TCA) and mitochondrion electron transport chain (153). SARS-CoV-2-induced epigenetic alterations interfere with metabolic processes that are core to generating energy for the myocardium (153). The perturbed metabolic processes restrict the energy required for uncontrolled systemic inflammatory response leading to myocardial injury. Transcriptome analysis studies conducted from patients with hypertension and DM associated with severe COVID-19 cases revealed that ACE2 expression was potentially regulated synergistically by various histone marks such as histone acetyltransferase 1 (HAT1), HDAC2, and lysine demethylase 5B (KDM5B) (264). KDM5B is a histone H3K4me2/3 demethylase that is associated with therapeutic resistance in cancer (264). Hinohara et al. (264), demonstrated that inhibition of KDM5B increases sensitivity to endocrine therapy by modulating oestrogen receptor, suggesting the therapeutic potential of this epigenetic demethylating mark. Concerning viral infections, KDM5B was shown to suppress stimulator of interferon genes (STING), a cytosolic DNA sensor that activates downstream transcription factors signal transducer and activator of transcription 6 (STAT6), and interferon regulatory factor (IRF3) through TANK-binding kinase 1 (TBK1) (265). This, in turn, protects the host cells by eliciting an antiviral response and innate immune defence against intracellular pathogens and cancer (265). SARS-CoV proteins were shown to interact with STING and activate the STING-TRAF3-TBK1 complex leading to abnormal alteration and inhibition of type 1 IFN activities that may be associated with severe disease (266). 3C-like (3CL), the main protease and regulator of viral replication for SARS-CoV-2, was shown to inhibit the activation of immune defence machinery by perturbing both RIG-I-like receptors (RLR) and cGAMP binds to stimulator of interferon genes (C-GAS-STING) pathways in human lung cells, suggesting a mechanism that will enable the virus to replicate more efficiently during infection (267). Upregulation of STING and aberrant activities usually correlate with cytokine storm in older people and those who suffer from metabolic disorders (268271). This may explain the increased COVID-19 severe cases in patients who are older, diabetic, and hypertensive.

Potential Of Epigenetic Drug Treatment In Covid-19 Infection

Given the above evidence, it is of great interest to determine the impact of various epigenetic marks in COVID-19-related severity and progression for their exploitation for future COVID-19 epigenetic therapy. Although other molecules and pathways (e.g. nuclear factor erythroid 2–related factor 2/Nrf2 and NLRP3) could also be interesting to be mentioned and included in this section (184, 185, 272), we decided to focus on the AHR due to its prominent roles in diverse diseases, including COVID-19. The AHR is a ligand-activating transcription factor that may be activated in response to infection. Its activation has been postulated many times as part of the mechanism behind the cytokine storm and poor clinical outcomes including increased fatalities associated with COVID-19 (145, 178, 179, 273, 274). While cytokines protect against viral infections, they can also be aberrantly regulated and produced excessively. This may unintentionally induce indoleamine 2,3-dioxygenase (IDO), most excessively in male COVID-19 patients, leading to abnormal accumulation of kynurenine that activates the AHR. The AhR is widely expressed in various tissues and thus transcriptionally upregulates the expression of ACE2 receptor in macaques infected with SARS-CoV-2 (273). This enhances SARS-CoV-2 infection resulting in cytopathic effects in various cells and impaired antiviral response, thereby leading to systemic tissue damage and organ failure.

Furthermore, the AHR activation has also been shown to be differentially regulated in comorbidities (e.g. smoking, age, obesity, hypertension, and diabetes) that are strongly linked to poor clinical outcomes of COVID-19 (275278). Different epigenetic regulation of AHR (181, 181, 279282) could explain epigenetic regulation of ACE2 receptor, differentially methylated CpG sites observed in COVID-19 and poor clinical outcomes of COVID-19 in some individuals. For instance, activation of the AHR is also associated with reversible hypermethylation in human malignancy including acute lymphoblastic leukaemia (ALL) in in vitro studies (181). When demethylated by methylation inhibitor zebularine, AHR-related methylation inhibition restored normal cells phenotype and prevented tumorigenesis (181), suggesting it as a suitable and promising candidate/s for epigenetic therapy.

Likewise, various clinically approved drugs, such as dexamethasone, that are currently used/tested to ameliorate the COVID-19, have been shown to impact the activity of the AHR and to be involved in resistance to therapy, not only in infectious diseases (e.g. tuberculosis) but also in cancer (e.g. melanoma) (279, 280, 283287). Curcumin and dexamethasone and are 2 classical examples of epigenetics reprogramming drugs and may be helpful to treat COVID-19 toxicity by counteracting the effects of molecules such as the AHR (279, 280). Of note, curcumin can modulate AHR activity (281, 288). Curcumin is a turmeric herb that exerts its potent anti-inflammatory and antioxidant properties by inducing epigenetic reprogramming via regulation of DNMTs, HATs, HDACs, and miRNA, reviewed in ref (282).. Various in vitro and in vivo studies in liver-related diseases have demonstrated that the use of curcumin is associated with suppressed cell growth and reduced liver injury (289, 290). It has been shown that curcumin exerts its activities by inhibiting HDAC activated by the nuclear factor kappa B (NF-κB) pathway (290). It is important to note that this pathway is known to interact with AHR and thus contributing to the regulation of COVID-19-mediated cytokine storm (274). Dexamethasone is a potent anti-oedema/fibrotic corticosteroid agent, and it was shown to accelerate AHR degradation and suppress the expression of its downstream target genes in vitro studies (291). Proper dosage of dexamethasone reduced the likelihood of progression of the disease, leading to shorter hospitalisation and reduced fatalities by approximately one third in COVID-19 patients requiring ventilation and by one fifth in those requiring oxygen (280). The use of dexamethasone in cholestatic rats was associated with decreased hepatic inflammation and oxidative stress (292). Investigating epigenetic reprogramming by various receptors and drugs may provide novel therapeutic opportunities to control the current pandemic.

Future Perspectives And Directions

SARS-CoV-2 may trigger epigenetic alterations affecting the expression of ACE2 and various immunoregulatory genes that play a key role in both immune defence machinery and metabolic pathways on different cells (167, 173175). This may promote tissue damage and augmenting multi-organ pathology in SARS-CoV-2-infected tissues. Given the evidence above, differentially methylated CpG sites of a wide variety of promoters encoding immunoregulatory genes and ACE2 gene may be the primary COVID-19 epigenetic signature that are set off in response to increased viral infections as part of host immune responses as commonly observed in viral infections. Differential epigenetic regulation associated with ACE2 receptor and AHR (153, 169, 217) may favour viral entry and regulation of ACE2 expression by modulating different epigenetic marks, including DNMTs, H3K27me, KDM5B and SIRT1. These epigenetic marks control metabolic and immunoregulatory pathways, thereby promoting immune evasion and cytokine storm, leading to severe clinical pathologies such as ARDS and widespread tissue damage associated with multi-organ failure (, 175). Detection of epigenetic signatures established in COVID-19 and their dynamics during viral entry and throughout infection (e.g. from asymptomatic to mild symptomatic, severe infection and long persistent symptoms) may be valuable for timely diagnosis and to help designing therapies that may curb the severity of COVID-19 and related fatalities. Type II diabetes mellitus, hypertension and CVD are significant metabolic complications that contribute to the mortality of patients COVID-19. Discovering epigenetic markers linked to these comorbidities and how they impact the severity of COVID-19 may also be valuable for prompting treatment to prevent progression to sequelae that promote COVID-19-associated fatalities mortality.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Statements

Author contributions

MK conceived the idea and drafted the manuscript. MS, PM-A, IL, GM, TB, PK, HR, PWM, MV, JZ, and HN collected some of the literature and contributed in some sections. MS, PM-A, and SG edited and revised the manuscript. MK and PM-A made final changes, edited and finalised the manuscripts, including the figures. All authors contributed to the article and approved the submitted version.

Acknowledgments

Figures were created with BioRender.com (agreement numbers: BM22S8Z265, IH22S8ZJLE, SM22S8ZAL5, AS22S8Z8HS).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

  • 1

    RobertsonKD. Epigenetic Mechanisms of Gene Regulation. DNA Methyl Cancer Ther (2005) 1330. doi: 10.1007/0-387-27443-X_2

  • 2

    JonesPA. Functions of DNA Methylation: Islands, Start Sites, Gene Bodies and Beyond. Nat Rev Genet (2012) 13:484–92. doi: 10.1038/nrg3230

  • 3

    ListerRPelizzolaMDowenRHHawkinsRDHonGTonti-FilippiniJet al. Human DNA Methylomes at Base Resolution Show Widespread Epigenomic Differences. Nature (2009) 462:315–22. doi: 10.1038/nature08514

  • 4

    JonesPALiangG. Rethinking How DNA Methylation Patterns Are Maintained. Nat Rev Genet (2009) 10:805–11. doi: 10.1038/nrg2651

  • 5

    LugerKMäderAWRichmondRKSargentDFRichmondTJ. Crystal Structure of the Nucleosome Core Particle at 2.8 Å Resolution. Nature (1997) 389:251–60. doi: 10.1038/38444

  • 6

    JenuweinTLaibleGDornRReuterG. SET Domain Proteins Modulate Chromatin Domains in Eu-and Heterochromatin. Cell Mol Life Sci CMLS (1998) 54:8093. doi: 10.1007/s000180050127

  • 7

    KouzaridesT. Chromatin Modifications and Their Function. Cell (2007) 128:693705. doi: 10.1016/j.cell.2007.02.005

  • 8

    MartensJHO’SullivanRJBraunschweigUOpravilSRadolfMSteinleinPet al. The Profile of Repeat-Associated Histone Lysine Methylation States in the Mouse Epigenome. EMBO J (2005) 24:800–12. doi: 10.1038/sj.emboj.7600545

  • 9

    LiuCLKaplanTKimMBuratowskiSSchreiberSLFriedmanNet al. Single-Nucleosome Mapping of Histone Modifications in S. Cerevisiae. PloS Biol (2005) 3:e328. doi: 10.1371/journal.pbio.0030328

  • 10

    LachnerMO’CarrollDReaSMechtlerKJenuweinT. Methylation of Histone H3 Lysine 9 Creates a Binding Site for HP1 Proteins. Nature (2001) 410:116–20. doi: 10.1038/35065132

  • 11

    StewardMMLeeJO’DonovanAWyattMBernsteinBEShilatifardA. Molecular Regulation of H3K4 Trimethylation by ASH2L, a Shared Subunit of MLL Complexes. Nat Struct Mol Biol (2006) 13:852–4. doi: 10.1038/nsmb1131

  • 12

    HuangYFangJBedfordMTZhangYXuRM. Recognition of Histone H3 Lysine-4 Methylation by the Double Tudor Domain of JMJD2A. Science (2006) 312:748–51. doi: 10.1126/science.1125162

  • 13

    Pray-GrantMGDanielJASchieltzDYatesJRGrantPA. Chd1 Chromodomain Links Histone H3 Methylation With SAGA-And SLIK-Dependent Acetylation. Nature (2005) 433:434–8. doi: 10.1038/nature03242

  • 14

    VakocCRMandatSAOlenchockBABlobelGA. Histone H3 Lysine 9 Methylation and HP1γ Are Associated With Transcription Elongation Through Mammalian Chromatin. Mol Cell (2005) 19:381–91. doi: 10.1016/j.molcel.2005.06.011

  • 15

    PetersAHMermoudJEO’CarrollDPaganiMSchweizerDBrockdorffNet al. Histone H3 Lysine 9 Methylation Is an Epigenetic Imprint of Facultative Heterochromatin. Nat Genet (2002) 30:7780. doi: 10.1038/ng789

  • 16

    PiuntiAShilatifardA. Epigenetic Balance of Gene Expression by Polycomb and COMPASS Families. Science (2016) 352:aad9780. doi: 10.1126/science.aad9780

  • 17

    WuJTLeungKLeungGM. Nowcasting and Forecasting the Potential Domestic and International Spread of the 2019-Ncov Outbreak Originating in Wuhan, China: A Modelling Study. Lancet (2020) 395:689–97. doi: 10.1016/S0140-6736(20)30260-9

  • 18

    HoffmannMKleine-WeberHKrügerNMuellerMADrostenCPöhlmannS. The Novel Coronavirus 2019 (2019-Ncov) Uses the SARS-Coronavirus Receptor ACE2 and the Cellular Protease TMPRSS2 for Entry Into Target Cells. BioRxiv (2020) 123. doi: 10.1101/2020.01.31.929042

  • 19

    HoffmannMKleine-WeberHSchroederSKrügerNHerrlerTErichsenSet al. SARS-CoV-2 Cell Entry Depends on ACE2 and TMPRSS2 and Is Blocked by a Clinically Proven Protease Inhibitor. Cell (2020) 181:271280. e8. doi: 10.1016/j.cell.2020.02.052

  • 20

    LeiYZhangJSchiavonCRHeMChenLShenHet al. SARS-CoV-2 Spike Protein Impairs Endothelial Function via Downregulation of ACE 2. Circ Res (2021) 128:1323–6. doi: 10.1161/CIRCRESAHA.121.318902

  • 21

    HagaSYamamotoNNakai-MurakamiCOsawaYTokunagaKSataTet al. Modulation of TNF-α-Converting Enzyme by the Spike Protein of SARS-CoV and ACE2 Induces TNF-α Production and Facilitates Viral Entry. Proc Natl Acad Sci (2008) 105:7809–14. doi: 10.1073/pnas.0711241105

  • 22

    GargMRoyceSGTikellisCShallueCBatuDVelkoskaEet al. Imbalance of the Renin-Angiotensin System may Contribute to Inflammation and Fibrosis in IBD: A Novel Therapeutic Target? Gut (2020) 69:841–51. doi: 10.1136/gutjnl-2019-318512

  • 23

    GheblawiMWangKViveirosANguyenQZhongJTurnerAJet al. Angiotensin-Converting Enzyme 2: SARS-CoV-2 Receptor and Regulator of the Renin-Angiotensin System: Celebrating the 20th Anniversary of the Discovery of ACE2. Circ Res (2020) 126:1456–74. doi: 10.1161/CIRCRESAHA.120.317015

  • 24

    JiaH. Pulmonary Angiotensin-Converting Enzyme 2 (ACE2) and Inflammatory Lung Disease. Shock (2016) 46:239–48. doi: 10.1097/SHK.0000000000000633

  • 25

    GargMAngusPWBurrellLMHerathCGibsonPRLubelJS. The Pathophysiological Roles of the Renin–Angiotensin System in the Gastrointestinal Tract. Aliment Pharmacol Ther (2012) 35:414–28. doi: 10.1111/j.1365-2036.2011.04971.x

  • 26

    PatelVBClarkeNWangZFanDParajuliNBasuRet al. Angiotensin II Induced Proteolytic Cleavage of Myocardial ACE2 Is Mediated by TACE/ADAM-17: A Positive Feedback Mechanism in the RAS. J Mol Cell Cardiol (2014) 66:167–76. doi: 10.1016/j.yjmcc.2013.11.017

  • 27

    ZhaoYZhaoZWangYZhouYMaYZuoW. Single-Cell RNA Expression Profiling of ACE2, the Receptor of SARS-CoV-2. Am J Respir Crit Care Med (2020) 202:756–9. doi: 10.1164/rccm.202001-0179LE

  • 28

    GurwitzD. Angiotensin Receptor Blockers as Tentative SARS-CoV-2 Therapeutics. Drug Dev Res (2020) 81:537–40. doi: 10.1002/ddr.21656

  • 29

    YaoYWangHLiuZ. Expression of ACE2 in Airways: Implication for COVID-19 Risk and Disease Management in Patients With Chronic Inflammatory Respiratory Diseases. Clin Exp Allergy (2020) 50:1313–24. doi: 10.1111/cea.13746

  • 30

    XieYWangXYangPZhangS. COVID-19 Complicated by Acute Pulmonary Embolism. Radiol: Cardiothorac Imaging (2020) 2:e200067. doi: 10.1148/ryct.2020200067

  • 31

    YassinAAbdelkaderMAMohammedRMOsmanAM. CT Pulmonary Angiography in COVID-19 Pneumonia: Relationship Between Pulmonary Embolism and Disease Severity. Egypt J Radiol Nucl Med (2021) 52:18. doi: 10.1186/s43055-020-00389-7

  • 32

    BonaventuraAVecchiéAWangTSLeeECremerPCCareyBet al. Targeting GM-CSF in COVID-19 Pneumonia: Rationale and Strategies. Front Immunol (2020) 11:1625. doi: 10.3389/fimmu.2020.01625

  • 33

    HuangCWangYLiXRenLZhaoJHuYet al. Clinical Features of Patients Infected With 2019 Novel Coronavirus in Wuhan, China. Lancet (2020) 395:497506. doi: 10.1016/S0140-6736(20)30183-5

  • 34

    CombesTWOrsenigoFStewartAMendisAJRDunn-WaltersDGordonSet al. CSF1R Defines the Mononuclear Phagocyte System Lineage in Human Blood in Health and COVID-19. Immunother Adv (2021) 1:ltab003. doi: 10.1093/immadv/ltab003

  • 35

    YangXYuYXuJShuHLiuHWuYet al. Clinical Course and Outcomes of Critically Ill Patients With SARS-CoV-2 Pneumonia in Wuhan, China: A Single-Centered, Retrospective, Observational Study. Lancet Respir Med (2020) 8:475–81. doi: 10.1016/S2213-2600(20)30079-5

  • 36

    DanziGBLoffiMGaleazziGGherbesiE. Acute Pulmonary Embolism and COVID-19 Pneumonia: A Random Association? Eur Heart J (2020) 41:1858–8. doi: 10.1093/eurheartj/ehaa254

  • 37

    PoissyJGoutayJCaplanMParmentierEDuburcqTLassalleFet al. Pulmonary Embolism in Patients With COVID-19: Awareness of an Increased Prevalence. Circulation (2020) 142:184–6. doi: 10.1161/CIRCULATIONAHA.120.047430

  • 38

    Ferreira-GomesMKruglovADurekPHeinrichFTizianCHeinzGAet al. SARS-CoV-2 in Severe COVID-19 Induces a TGF-β-Dominated Chronic Immune Response That Does Not Target Itself. Nat Commun (2021) 12:114. doi: 10.1038/s41467-021-22210-3

  • 39

    LechowiczKDrożdżalSMachajFRosikJSzostakBZegan-BarańskaMet al. COVID-19: The Potential Treatment of Pulmonary Fibrosis Associated With SARS-CoV-2 Infection. J Clin Med (2020) 9:1917. doi: 10.3390/jcm9061917

  • 40

    ChiuCEllebedyAHWrammertJAhmedR. B Cell Responses to Influenza Infection and Vaccination. Influenza Pathogenesis Control-Volume II (2014) 11:381–98. doi: 10.1007/82_2014_425

  • 41

    ZhangBHuYChenLYauTTongYHuJet al. Mining of Epitopes on Spike Protein of SARS-CoV-2 From COVID-19 Patients. Cell Res (2020) 30:702–4. doi: 10.1038/s41422-020-0366-x

  • 42

    PeneJGauchatJFLecartSDrouetEGuglielmiPBoulayVet al. Cutting Edge: IL-21 Is a Switch Factor for the Production of IgG1 and IgG3 by Human B Cells. J Immunol (2004) 172:5154–7. doi: 10.4049/jimmunol.172.9.5154

  • 43

    IslamKBNilssonLSiderasPHammarströmLSmithCE. TGF-β1 Induces Germ-Line Transcripts of Both IgA Subclasses in Human B Lymphocytes. Int Immunol (1991) 3:1099–106. doi: 10.1093/intimm/3.11.1099

  • 44

    ChenCZhangXRJuZYHeWF. Advances in the Research of Mechanism and Related Immunotherapy on the Cytokine Storm Induced by Coronavirus Disease 2019. Zhonghua Shao Shang Za Zhi (2020) 36:471–5. doi: 10.3760/cma.j.cn501120-20200224-00088

  • 45

    TanakaTNarazakiMKishimotoT. Immunotherapeutic Implications of IL-6 Blockade for Cytokine Storm. Immunotherapy (2016) 8:959–70. doi: 10.2217/imt-2016-0020

  • 46

    PathanNHemingwayCAAlizadehAAStephensACBoldrickJCOraguiEEet al. Role of Interleukin 6 in Myocardial Dysfunction of Meningococcal Septic Shock. Lancet (2004) 363:203–9. doi: 10.1016/S0140-6736(03)15326-3

  • 47

    ClerkinKJFriedJARaikhelkarJSayerGGriffinJMMasoumiAet al. COVID-19 and Cardiovascular Disease. Circulation (2020) 141:1648–55. doi: 10.1161/CIRCULATIONAHA.120.046941

  • 48

    KangYChenTMuiDFerrariVJagasiaDScherrer-CrosbieMet al. Cardiovascular Manifestations and Treatment Considerations in COVID-19. Heart (2020) 106:1132–41. doi: 10.1136/heartjnl-2020-317056

  • 49

    EdizCTavukcuHHAkanSKizilkanYEAlcinAOzKet al. Is There Any Association of COVID-19 With Testicular Pain and Epididymo-Orchitis? Int J Clin Pract (2021) 75:e13753. doi: 10.1111/ijcp.13753

  • 50

    XiaoFTangMZhengXLiuYLiXShanH. Evidence for Gastrointestinal Infection of SARS-CoV-2. Gastroenterology (2020) 158:18313.e3. doi: 10.1053/j.gastro.2020.02.055

  • 51

    CarvelliJDemariaOVélyFBatistaLBenmansourNCFaresJet al. Association of COVID-19 Inflammation With Activation of the C5a–C5aR1 Axis. Nature (2020) 588:146–50. doi: 10.1038/s41586-020-2600-6

  • 52

    ZhangHKangZGongHXuDWangJLiZet al. The Digestive System Is a Potential Route of 2019-Ncov Infection: A Bioinformatics Analysis Based on Single-Cell Transcriptomes. BioRxiv (2020) 126. doi: 10.1101/2020.01.30.927806

  • 53

    WuCZhengSChenYZhengM. Single-Cell RNA Expression Profiling of ACE2, the Putative Receptor of Wuhan 2019-Ncov, in the Nasal Tissue. MedRxiv (2020) 113. doi: 10.1101/2020.02.11.20022228

  • 54

    QiFQianSZhangSZhangZ. Single Cell RNA Sequencing of 13 Human Tissues Identify Cell Types and Receptors of Human Coronaviruses. Biochem Biophys Res Commun (2020) 526:135–40. doi: 10.1016/j.bbrc.2020.03.044

  • 55

    ChaiXHuLZhangYHanWLuZKeAet al. Specific ACE2 Expression in Cholangiocytes may Cause Liver Damage After 2019-Ncov Infection. biorxiv (2020) 113. doi: 10.1101/2020.02.03.931766

  • 56

    NiWYangXYangDBaoJLiRXiaoYet al. Role of Angiotensin-Converting Enzyme 2 (ACE2) in COVID-19. Crit Care (2020) 24:110. doi: 10.1186/s13054-020-03120-0

  • 57

    GuJKortewegC. Pathology and Pathogenesis of Severe Acute Respiratory Syndrome. Am J Pathol (2007) 170:1136–47. doi: 10.2353/ajpath.2007.061088

  • 58

    GuJGongEZhangBZhengJGaoZZhongYet al. Multiple Organ Infection and the Pathogenesis of SARS. J Exp Med (2005) 202:415–24. doi: 10.1084/jem.20050828

  • 59

    DanilczykUSaraoRRemyCBenabbasCStangeGRichterAet al. Essential Role for Collectrin in Renal Amino Acid Transport. Nature (2006) 444:1088–91. doi: 10.1038/nature05475

  • 60

    HammingITimensWBulthuisMLelyANavisGVvan GoorH. Tissue Distribution of ACE2 Protein, the Functional Receptor for SARS Coronavirus. A First Step in Understanding SARS Pathogenesis. J Pathol: A J Pathol Soc Great Britain Ireland (2004) 203:631–7. doi: 10.1002/path.1570

  • 61

    MeinhardtJRadkeJDittmayerCFranzJThomasCMothesRet al. Olfactory Transmucosal SARS-CoV-2 Invasion as a Port of Central Nervous System Entry in Individuals With COVID-19. Nat Neurosci (2020) 24:167–75. doi: 10.1038/s41593-020-00758-5

  • 62

    SungnakWHuangNBécavinCBergMQueenRLitvinukovaMet al. SARS-CoV-2 Entry Factors Are Highly Expressed in Nasal Epithelial Cells Together With Innate Immune Genes. Nat Med (2020) 26:681–7. doi: 10.1038/s41591-020-0868-6

  • 63

    ButowtRvon BartheldCS. Anosmia in COVID-19: Underlying Mechanisms and Assessment of an Olfactory Route to Brain Infection. Neuroscientist (2020) 122. doi: 10.1177/1073858420956905

  • 64

    LechienJRChiesa-EstombaCMDe SiatiDRHoroiMLe BonSDRodriguezAet al. Olfactory and Gustatory Dysfunctions as a Clinical Presentation of Mild-to-Moderate Forms of the Coronavirus Disease (COVID-19): A Multicenter European Study. Eur Arch Oto-Rhino-Laryngol (2020) 277:2251–61. doi: 10.1007/s00405-020-05965-1

  • 65

    Paniz-MondolfiABryceCGrimesZGordonREReidyJLednickyJet al. Central Nervous System Involvement by Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2). J Med Virol (2020) 92:699702. doi: 10.1002/jmv.25915

  • 66

    von WeyhernCHKaufmannINeffFKremerM. Early Evidence of Pronounced Brain Involvement in Fatal COVID-19 Outcomes. Lancet (2020) 395:e109.

  • 67

    MaoLWangMChenSHeQChangJHongCet al. Neurological Manifestations of Hospitalized Patients With COVID-19 in Wuhan, China: A Retrospective Case Series Study. MedRxiv (2020) 126. doi: 10.2139/ssrn.3544840

  • 68

    GuoYCaoQHongZTanYChenSJinHet al. The Origin, Transmission and Clinical Therapies on Coronavirus Disease 2019 (COVID-19) Outbreak–an Update on the Status. Military Med Res (2020) 7:110. doi: 10.1186/s40779-020-00240-0

  • 69

    XuZShiLWangYZhangJHuangLZhangCet al. Pathological Findings of COVID-19 Associated With Acute Respiratory Distress Syndrome. Lancet Respir Med (2020) 8:420–2. doi: 10.1016/S2213-2600

  • 70

    SolomonIHNormandinEBhattacharyyaSMukerjiSSKellerKAliASet al. Neuropathological Features of Covid-19. N Engl J Med (2020) 383:989–92. doi: 10.1056/NEJMc2019373

  • 71

    GiorgianniAVinacciGAgostiEMercuriABaruzziF. Neuroradiological Features in COVID-19 Patients: First Evidence in a Complex Scenario. J Neuroradiol (2020) 47:474–6. doi: 10.1016/j.neurad.2020.05.005

  • 72

    SilvaRAPChuYMillerJDMitchellIJPenningerJMFaraciFMet al. Impact of ACE2 Deficiency and Oxidative Stress on Cerebrovascular Function With Aging. Stroke (2012) 43:3358–63. doi: 10.1161/STROKEAHA.112.667063

  • 73

    FeterikKSmithLKatusicZS. Angiotensin-(1–7) Causes Endothelium-Dependent Relaxation in Canine Middle Cerebral Artery. Brain Res (2000) 873:7582. doi: 10.1016/S0006-8993(00)02482-3

  • 74

    MonteilVKwonHPradoPHagelkrüysAWimmerRAStahlMet al. Inhibition of SARS-CoV-2 Infections in Engineered Human Tissues Using Clinical-Grade Soluble Human ACE2. Cell (2020) 181:905–13. doi: 10.1016/j.cell.2020.04.004

  • 75

    VargaZFlamAJSteigerPHabereckerMAndermattRZinkernagelASet al. Endothelial Cell Infection and Endotheliitis in COVID-19. Lancet (2020) 395:1417–8. doi: 10.1016/S0140-6736(20)30937-5

  • 76

    ChenLLiXChenMFengYXiongC. The ACE2 Expression in Human Heart Indicates New Potential Mechanism of Heart Injury Among Patients Infected With SARS-CoV-2. Cardiovasc Res (2020) 116:1097–100. doi: 10.1093/cvr/cvaa078

  • 77

    DurandMJZinkevichNSRiedelMGuttermanDDNasciVLSalatoVKet al. Vascular Actions of Angiotensin 1–7 in the Human Microcirculation: Novel Role for Telomerase. Arterioscler Thromb Vasc Biol (2016) 36:1254–62. doi: 10.1161/ATVBAHA.116.307518

  • 78

    FangCStavrouESchmaierAAGrobeNMorrisMChenAet al. Angiotensin 1-7 and Mas Decrease Thrombosis in Bdkrb2–/– Mice by Increasing NO and Prostacyclin to Reduce Platelet Spreading and Glycoprotein VI Activation. Blood J Am Soc Hematol (2013) 121:3023–32. doi: 10.1182/blood-2012-09-459156

  • 79

    TeuwenLGeldhofVPasutACarmelietP. COVID-19: The Vasculature Unleashed. Nat Rev Immunol (2020) 20:389–91. doi: 10.1038/s41577-020-0343-0

  • 80

    WangYLiuSLiuHLiWLinFJiangLet al. SARS-CoV-2 Infection of the Liver Directly Contributes to Hepatic Impairment in Patients With COVID-19. J Hepatol (2020) 73:807–16. doi: 10.1016/j.jhep.2020.05.002

  • 81

    LeiFLiuYZhouFQinJZhangPZhuLet al. Longitudinal Association Between Markers of Liver Injury and Mortality in COVID-19 in China. Hepatology (2020) 72:389–98. doi: 10.1002/hep.31301

  • 82

    de la RicaRBorgesMArandaMDel CastilloASociasAPayerasAet al. Low Albumin Levels Are Associated With Poorer Outcomes in a Case Series of COVID-19 Patients in Spain: A Retrospective Cohort Study. Microorganisms (2020) 8:1106. doi: 10.3390/microorganisms8081106

  • 83

    ChenNZhouMDongXQuJGongFHanYet al. Epidemiological and Clinical Characteristics of 99 Cases of 2019 Novel Coronavirus Pneumonia in Wuhan, China: A Descriptive Study. Lancet (2020) 395:507–13. doi: 10.1016/S0140-6736(20)30211-7

  • 84

    BangashMNPatelJParekhD. COVID-19 and the Liver: Little Cause for Concern. Lancet Gastroenterol Hepatol (2020) 5:529–30. doi: 10.1016/S2468-1253(20)30084-4

  • 85

    SchmulsonMDávalosMBerumenJ. Beware: Gastrointestinal Symptoms can be a Manifestation of COVID-19. Rev Gastroenterología México (English Edition) (2020) 85:282–7. doi: 10.1016/j.rgmxen.2020.04.001

  • 86

    ZhongPXuJYangDShenYWangLFengYet al. COVID-19-Associated Gastrointestinal and Liver Injury: Clinical Features and Potential Mechanisms. Signal Transduction Targeted Ther (2020) 5:18. doi: 10.1038/s41392-020-00373-7

  • 87

    LuCHouN. Skin Hyperpigmentation in COVID-19 Patients: Is Polymyxin B the Culprit? Front Pharmacol (2020) 11:1304. doi: 10.3389/fphar.2020.01304

  • 88

    LiuXXueRYangCGuJChenSZhangS. Cholestasis-Induced Bile Acid Elevates Estrogen Level via Farnesoid X Receptor–Mediated Suppression of the Estrogen Sulfotransferase SULT1E1. J Biol Chem (2018) 293:12759–69. doi: 10.1074/jbc.RA118.001789

  • 89

    JeeSLeeSChiuHChangCChenTJ. Effects of Estrogen and Estrogen Receptor in Normal Human Melanocytes. Biochem Biophys Res Commun (1994) 199:1407–12. doi: 10.1006/bbrc.1994.1387

  • 90

    BurraP. Liver Abnormalities and Endocrine Diseases. Best Pract Res Clin Gastroenterol (2013) 27:553–63. doi: 10.1016/j.bpg.2013.06.014

  • 91

    Videira,InêsFdMouraDFLMaginaS. Mechanisms Regulating Melanogenesis. Bras Dermatol (2013) 88:7683. doi: 10.1590/S0365-05962013000100009

  • 92

    ZhaoBNiCGaoRWangYYangLWeiJet al. Recapitulation of SARS-CoV-2 Infection and Cholangiocyte Damage With Human Liver Ductal Organoids. Protein Cell (2020) 11:771–5. doi: 10.1007/s13238-020-00718-6

  • 93

    YangXHLiRRSunRHLiuJChenDC. Focus on Coronavirus Disease 2019 Associated Coagulopathy. Chin (Engl) (2020) 133:2239–41. doi: 10.1097/CM9.0000000000001019

  • 94

    ZhangSLiuYWangXYangLLiHWangYet al. SARS-CoV-2 Binds Platelet ACE2 to Enhance Thrombosis in COVID-19. J Hematol Oncol (2020) 13:122. doi: 10.1186/s13045-020-00954-7

  • 95

    HottzEDAzevedo-QuintanilhaIGPalhinhaLTeixeiraLBarretoEAPãoCRet al. Platelet Activation and Platelet-Monocyte Aggregate Formation Trigger Tissue Factor Expression in Patients With Severe COVID-19. Blood J Am Soc Hematol (2020) 136:1330–41. doi: 10.1182/blood.2020007252

  • 96

    GroverSPMackmanN. Tissue Factor: An Essential Mediator of Hemostasis and Trigger of Thrombosis. Arterioscler Thromb Vasc Biol (2018) 38:709–25. doi: 10.1161/ATVBAHA.117.309846

  • 97

    GholizadehPSafariRMarofiPZeinalzadehEPaglianoPGanbarovKet al. Alteration of Liver Biomarkers in Patients With SARS-CoV-2 (COVID-19). J Inflammation Res (2020) 13:285–92. doi: 10.2147/JIR.S257078

  • 98

    CaiQHuangDYuHZhuZXiaZSuYet al. COVID-19: Abnormal Liver Function Tests. J Hepatol (2020) 73:566–74. doi: 10.1016/j.jhep.2020.04.006

  • 99

    FanZChenLLiJChengXYangJTianCet al. Clinical Features of COVID-19-Related Liver Functional Abnormality. Clin Gastroenterol Hepatol (2020) 18:1561–6. doi: 10.1016/j.cgh.2020.04.002

  • 100

    GargMChristensenBLubelJS. Gastrointestinal ACE2, COVID-19 and IBD: Opportunity in the Face of Tragedy? Gastroenterology (2020) 159:16231624.e3. doi: 10.1053/j.gastro.2020.04.051

  • 101

    GuoMTaoWFlavellRAZhuS. Potential Intestinal Infection and Faecal–Oral Transmission of SARS-CoV-2. Nat Rev Gastroenterol Hepatol (2021) 18:269–83. doi: 10.1038/s41575-021-00416-6

  • 102

    ZhengSFanJYuFFengBLouBZouQet al. Viral Load Dynamics and Disease Severity in Patients Infected With SARS-CoV-2 in Zhejiang Province, China, January-March 2020: Retrospective Cohort Study. BMJ (2020) 369:m1443. doi: 10.1136/bmj.m1443

  • 103

    ParasaSDesaiMChandrasekarVTPatelHKKennedyKFRoeschTet al. Prevalence of Gastrointestinal Symptoms and Fecal Viral Shedding in Patients With Coronavirus Disease 2019: A Systematic Review and Meta-Analysis. JAMA network Open (2020) 3:e2011335e2011335. doi: 10.1001/jamanetworkopen.2020.11335

  • 104

    WölfelRCormanVMGuggemosWSeilmaierMZangeSMüllerMAet al. Virological Assessment of Hospitalized Patients With COVID-2019. Nature (2020) 581:465–9. doi: 10.1038/s41586-020-2196-x

  • 105

    EffenbergerMGrabherrFMayrLSchwaerzlerJNairzMSeifertMet al. Faecal Calprotectin Indicates Intestinal Inflammation in COVID-19. Gut (2020) 69:1543–4. doi: 10.1136/gutjnl-2020-321388

  • 106

    BaughnLBSharmaNElhaikESekulicABryceAHFonsecaR. Targeting TMPRSS2 in SARS-CoV-2 Infection. In: Anonymous Mayo Clinic Proceedings. Elsevier (2020) 95:19891999.

  • 107

    ChenLHuangXYiZDengQJiangNFengCet al. Ultrasound Imaging Findings of Acute Testicular Infection in Patients With Coronavirus Disease 2019: A Single-Center–Based Study in Wuhan, China. J Ultrasound Med (2020) 40:1787–94. doi: 10.1002/jum.15558

  • 108

    MaXGuanCChenRWangYFengSWangRet al. Pathological and Molecular Examinations of Postmortem Testis Biopsies Reveal SARS-CoV-2 Infection in the Testis and Spermatogenesis Damage in COVID-19 Patients. Cell Mol Immunol (2021) 18:487–9. doi: 10.1038/s41423-020-00604-5

  • 109

    BendayanMBoitrelleF. Covid-19 and Impairment of Spermatogenesis: What If Fever was the Only Cause? EClinicalMedicine (2020) 29:2930. doi: 10.1016/j.eclinm.2020.100604

  • 110

    GagliardiLBertaccaCCentenariCMerusiIParoloERagazzoVet al. Orchiepididymitis in a Boy With COVID-19. Pediatr Infect Dis J (2020) 39:e200–2. doi: 10.1097/INF.0000000000002769[doi

  • 111

    La MarcaABusaniSDonnoVGuaraldiGLigabueGGirardisM. Testicular Pain as an Unusual Presentation of COVID-19: A Brief Review of SARS-CoV-2 and the Testis. Reprod biomed Online (2020) 41:903–6. doi: 10.1016/j.rbmo.2020.07.017

  • 112

    CarneiroFTeixeiraTABernardesFSPereiraMSMilaniGDuarte-NetoANet al. Radiological Patterns of Incidental Epididymitis in Mild-to-Moderate COVID-19 Patients Revealed by Colour Doppler Ultrasound. Andrologia (2021) 53:e13973. doi: 10.1111/and.13973

  • 113

    BridwellREMerrillDRGriffithSAWrayJOliverJJ. A Coronavirus Disease 2019 (COVID-19) Patient With Bilateral Orchitis. Am J Emerg Med (2021) 42:260.e3–5. doi: 10.1016/j.ajem.2020.08.068

  • 114

    WuFCTajarAPyeSRSilmanAJFinnJDO’NeillTWet al. Hypothalamic-Pituitary-Testicular Axis Disruptions in Older Men Are Differentially Linked to Age and Modifiable Risk Factors: The European Male Aging Study. J Clin Endocrinol Metab (2008) 93:2737–45. doi: 10.1210/jc.2007-1972

  • 115

    ÇayanSUğuzMSaylamBAkbayE. Effect of Serum Total Testosterone and Its Relationship With Other Laboratory Parameters on the Prognosis of Coronavirus Disease 2019 (COVID-19) in SARS-CoV-2 Infected Male Patients: A Cohort Study. Aging Male (2020) 23:1493–503. doi: 10.1080/13685538.2020.1807930

  • 116

    MaLXieWLiDShiLYeGMaoYet al. Evaluation of Sex-Related Hormones and Semen Characteristics in Reproductive-Aged Male COVID-19 Patients. J Med Virol (2021) 93:456–62. doi: 10.1002/jmv.26259

  • 117

    VishvkarmaRRajenderS. Could SARS-CoV-2 Affect Male Fertility? Andrologia (2020) 52:e13712. doi: 10.1111/and.13712

  • 118

    YangMChenSHuangBZhongJSuHChenYet al. Pathological Findings in the Testes of COVID-19 Patients: Clinical Implications. Eur Urol Focus (2020) 6:1124–9. doi: 10.1016/j.euf.2020.05.009

  • 119

    MannurSJabeenTKhaderMARaoLSS. Post-Covid-19 Associated Decline in Long-Term Male Fertility and Embryo Quality During Assisted Reproductive Technology. QJM (2021) 13. doi: 10.1093/qjmed/hcab019

  • 120

    KarlbergJChongDLaiW. Do Men Have a Higher Case Fatality Rate of Severe Acute Respiratory Syndrome Than Women Do? Am J Epidemiol (2004) 159:229–31. doi: 10.1093/aje/kwh056

  • 121

    SheuCCZhaiRSuLTejeraPGongMNThompsonBTet al. Sex-Specific Association of Epidermal Growth Factor Gene Polymorphisms With Acute Respiratory Distress Syndrome. Eur Respir J (2009) 33:543–50. doi: 10.1183/09031936.00091308

  • 122

    RathodKSKapilVVelmuruganSKhambataRSSiddiqueUKhanSet al. Accelerated Resolution of Inflammation Underlies Sex Differences in Inflammatory Responses in Humans. J Clin Invest (2017) 127:169–82. doi: 10.1172/JCI89429

  • 123

    PeckhamHde GruijterNMRaineCRadziszewskaACiurtinCWedderburnLRet al. Male Sex Identified by Global COVID-19 Meta-Analysis as a Risk Factor for Death and ITU Admission. Nat Commun (2020) 11:110. doi: 10.1038/s41467-020-19741-6

  • 124

    DehingiaNRajA. Sex Differences in COVID-19 Case Fatality: Do We Know Enough? Lancet Glob Health (2021) 9:e14–5. doi: 10.1016/S2214-109X(20)30464-2

  • 125

    GendrelAApedaileACokerHTermanisAZvetkovaIGodwinJet al. Smchd1-Dependent and-Independent Pathways Determine Developmental Dynamics of CpG Island Methylation on the Inactive X Chromosome. Dev Cell (2012) 23:265–79. doi: 10.1016/j.devcel.2012.06.011

  • 126

    HarperPS. Mary Lyon and the Hypothesis of Random X Chromosome Inactivation. Hum Genet (2011) 130:169–74. doi: 10.1007/s00439-011-1013-x

  • 127

    BrockdorffNAshworthAKayGFMcCabeVMNorrisDPCooperPJet al. The Product of the Mouse Xist Gene Is a 15 Kb Inactive X-Specific Transcript Containing No Conserved ORF and Located in the Nucleus. Cell (1992) 71:515–26. doi: 10.1016/0092-8674(92)90519-I

  • 128

    PennyGDKayGFSheardownSARastanSBrockdorffN. Requirement for Xist in X Chromosome Inactivation. Nature (1996) 379:131–7. doi: 10.1038/379131a0

  • 129

    MaclaryEHintenMHarrisCSethuramanSGayenSKalantryS. PRC2 Represses Transcribed Genes on the Imprinted Inactive X Chromosome in Mice. Genome Biol (2017) 18:117. doi: 10.1186/s13059-017-1211-5

  • 130

    ŻyliczJJBousardAŽumerKDossinFMohammadEda RochaSTet al. The Implication of Early Chromatin Changes in X Chromosome Inactivation. Cell (2019) 176:18297.e23. doi: 10.1016/j.cell.2018.11.041

  • 131

    SouyrisMCenacCAzarPDaviaudDCanivetAGrunenwaldSet al. TLR7 Escapes X Chromosome Inactivation in Immune Cells. Sci Immunol (2018) 3(19):eaap8855. doi: 10.1126/sciimmunol.aap8855

  • 132

    TakahashiTIwasakiA. Sex Differences in Immune Responses. Science (2021) 371:347–8. doi: 10.1126/science.abe7199

  • 133

    BerletchJBYangFXuJCarrelLDistecheCM. Genes That Escape From X Inactivation. Hum Genet (2011) 130:237–45. doi: 10.1007/s00439-011-1011-z

  • 134

    BalatonBPCottonAMBrownCJ. Derivation of Consensus Inactivation Status for X-Linked Genes From Genome-Wide Studies. Biol sex Dif (2015) 6:111. doi: 10.1186/s13293-015-0053-7

  • 135

    GargSKimLWhitakerMO’HalloranACummingsCHolsteinRet al. Hospitalization Rates and Characteristics of Patients Hospitalized With Laboratory-Confirmed Coronavirus Disease 2019 - COVID-NET, 14 States, March 1-30, 2020. MMWR Morb Mortal Wkly Rep (2020) 69:458–64. doi: 10.15585/mmwr.mm6915e3

  • 136

    GuanWJLiangWHZhaoYLiangHRChenZSLiYMet al. Comorbidity and Its Impact on 1590 Patients With COVID-19 in China: A Nationwide Analysis. Eur Respir J (2020) 55:17. doi: 10.1183/13993003.00547-2020

  • 137

    VardavasCI. COVID-19 and Smoking: A Systematic Review of the Evidence. Tob Induc Dis (2020) 18:20. doi: 10.18332/tid/119324

  • 138

    CaiH. Sex Difference and Smoking Predisposition in Patients With COVID-19. Lancet Respir Med (2020) 8:e202600(20)30117-X. doi: 10.1016/S2213-2600(20)30117-X

  • 139

    CaiYKimDJTakahashiTBroadhurstDIMaSRattrayNJWet al. Kynurenic Acid Underlies Sex-Specific Immune Responses to COVID-19. medRxiv(2020) 126. doi: 10.1101/2020.09.06.20189159

  • 140

    ChakravartyDNairSSHammoudaNRatnaniPGharibYWagaskarVet al. Sex Differences in SARS-CoV-2 Infection Rates and the Potential Link to Prostate Cancer. Commun Biol (2020) 3:112. doi: 10.1038/s42003-020-1088-9

  • 141

    SamaIERaveraASantemaBTVan GoorHTer MaatenJMClelandJGet al. Circulating Plasma Concentrations of Angiotensin-Converting Enzyme 2 in Men and Women With Heart Failure and Effects of Renin–Angiotensin–Aldosterone Inhibitors. Eur Heart J (2020) 41:1810–7. doi: 10.1093/eurheartj/ehaa373

  • 142

    EmilssonVGudmundssonEFAspelundTJonssonBGGudjonssonALaunerLJet al. ACE2 Levels Are Altered in Comorbidities Linked to Severe Outcome in COVID-19. MedRxiv (2020) 114. doi: 10.1101/2020.06.04.20122044

  • 143

    HanLZhuangMZhengYZhangJNanMWangPet al. SARS-CoV-2 ORF9b Antagonizes Type I and III Interferons by Targeting Multiple Components of RIG-I/MDA-5-MAVS, TLR3-TRIF, and cGAS-STING Signaling Pathways. bioRxiv (2020) 93:5376–89. doi: 10.1101/2020.08.16.252973

  • 144

    RuanQYangKWangWJiangLSongJ. Clinical Predictors of Mortality Due to COVID-19 Based on an Analysis of Data of 150 Patients From Wuhan, China. Intensive Care Med (2020) 46:846–8. doi: 10.1007/s00134-020-05991-x

  • 145

    DaiWCaoDZhangWWeiYDingDLiBet al. Integrated Bioinformatics Analysis Reveals Key Candidate Genes and Cytokine Pathways Involved in COVID-19 After Rhinovirus Infection in Asthma Patients. Med Sci Monit (2020) 26:e928861. doi: 10.12659/MSM.928861

  • 146

    YangLKirbyJESunwooHLeeJT. Female Mice Lacking Xist RNA Show Partial Dosage Compensation and Survive to Term. Genes Dev (2016) 30:1747–60. doi: 10.1101/gad.281162.116[doi

  • 147

    MarahrensYPanningBDausmanJStraussWJaenischR. Xist-Deficient Mice Are Defective in Dosage Compensation But Not Spermatogenesis. Genes Dev (1997) 11:156–66. doi: 10.1101/gad.11.2.156[doi

  • 148

    MudersbachTSiudaDKohlstedtKFlemingI. Epigenetic Control of the Angiotensin-Converting Enzyme in Endothelial Cells During Inflammation. PloS One (2019) 14:e0216218. doi: 10.1371/journal.pone.0216218

  • 149

    SharmaKMorlaSGoyalAKumarS. Computational Guided Drug Repurposing for Targeting 2′-O-Ribose Methyltransferase of SARS-CoV-2. Life Sci (2020) 259:118169. doi: 10.1016/j.lfs.2020.118169

  • 150

    DecrolyEDebarnotCFerronFBouvetMCoutardBImbertIet al. Crystal Structure and Functional Analysis of the SARS-Coronavirus RNA Cap 2′-O-Methyltransferase Nsp10/Nsp16 Complex. PloS Pathog (2011) 7:e1002059. doi: 10.1371/journal.ppat.1002059

  • 151

    Rosas-LemusMMinasovGShuvalovaLInnissNLKiryukhinaOBrunzelleJet al. High-Resolution Structures of the SARS-CoV-2 2’-O-Methyltransferase Reveal Strategies for Structure-Based Inhibitor Design. Sci Signal (2020) 13:124. doi: 10.1126/scisignal.abe1202

  • 152

    ParamasivamA. RNA 2′-O-Methylation Modification and Its Implication in COVID-19 Immunity. Cell Death Discov (2020) 6:13. doi: 10.1038/s41420-020-00358-z

  • 153

    LiSMaFYokotaTGarciaGPalermoAWangYet al. Metabolic Reprogramming and Epigenetic Changes of Vital Organs in SARS-CoV-2-Induced Systemic Toxicity. JCI Insight (2021) 6:118. doi: 10.1172/jci.insight.145027

  • 154

    ZhuHWangGQianJ. Transcription Factors as Readers and Effectors of DNA Methylation. Nat Rev Genet (2016) 17:551. doi: 10.1038/nrg.2016.83

  • 155

    OkanoMBellDWHaberDALiE. DNA Methyltransferases Dnmt3a and Dnmt3b Are Essential for De Novo Methylation and Mammalian Development. Cell (1999) 99:247–57. doi: 10.1016/S0092-8674(00)81656-6

  • 156

    GowherHJeltschA. Enzymatic Properties of Recombinant Dnmt3a DNA Methyltransferase From Mouse: The Enzyme Modifies DNA in a Non-Processive Manner and Also Methylates Non-CpA Sites. J Mol Biol (2001) 309:1201–8. doi: 10.1006/jmbi.2001.4710

  • 157

    GuoJUSuYShinJHShinJLiHXieBet al. Distribution, Recognition and Regulation of Non-CpG Methylation in the Adult Mammalian Brain. Nat Neurosci (2014) 17:215–22. doi: 10.1038/nn.3607

  • 158

    HeYEckerJR. Non-CG Methylation in the Human Genome. Annu Rev Genomics Hum Genet (2015) 16:5577. doi: 10.1146/annurev-genom-090413-025437

  • 159

    GaoLEmperleMGuoYGrimmSARenWAdamSet al. Comprehensive Structure-Function Characterization of DNMT3B and DNMT3A Reveals Distinctive De Novo DNA Methylation Mechanisms. Nat Commun (2020) 11:114. doi: 10.1038/s41467-020-17109-4

  • 160

    HataKOkanoMLeiHLiE. Dnmt3L Cooperates With the Dnmt3 Family of De Novo DNA Methyltransferases to Establish Maternal Imprints in Mice. Development (2002) 129:1983–93. doi: 10.1242/dev.129.8.1983

  • 161

    ChedinFLieberMRHsiehCL. The DNA Methyltransferase-Like Protein DNMT3L Stimulates De Novo Methylation by Dnmt3a. Proc Natl Acad Sci USA (2002) 99:16916–21. doi: 10.1073/pnas.262443999

  • 162

    AtlasiYStunnenbergHG. The Interplay of Epigenetic Marks During Stem Cell Differentiation and Development. Nat Rev Genet (2017) 18:643. doi: 10.1038/nrg.2017.57

  • 163

    KgatleMMSetshediMHairwadziHN. Hepatoepigenetic Alterations in Viral and Nonviral-Induced Hepatocellular Carcinoma. BioMed Res Int (2016) 2016:113. doi: 10.1155/2016/3956485

  • 164

    KgatleMMSpearmanCWKallaAAHairwadziHN. DNA Oncogenic Virus-Induced Oxidative Stress, Genomic Damage, and Aberrant Epigenetic Alterations. Oxid Med Cell Longevity (2017) 2017:116. doi: 10.1155/2017/3179421

  • 165

    MenacheryVDSchäferABurnum-JohnsonKEMitchellHDEisfeldAJWaltersKBet al. MERS-CoV and H5N1 Influenza Virus Antagonize Antigen Presentation by Altering the Epigenetic Landscape. Proc Natl Acad Sci (2018) 115:E1012–21. doi: 10.1073/pnas.1706928115

  • 166

    SteimleVOttenLAZuffereyMMachB. Complementation Cloning of an MHC Class II Transactivator Mutated in Hereditary MHC Class II Deficiency (or Bare Lymphocyte Syndrome). Cell (1993) 75:135–46. doi: 10.1016/S0092-8674(05)80090-X

  • 167

    SawalhaAHZhaoMCoitPLuQ. Epigenetic Dysregulation of ACE2 and Interferon-Regulated Genes Might Suggest Increased COVID-19 Susceptibility and Severity in Lupus Patients. Clin Immunol (2020) 215:108410. doi: 10.1016/j.clim.2020.108410

  • 168

    TurunenMPLehtolaTHeinonenSEAssefaGSKorpisaloPGirnaryRet al. Efficient Regulation of VEGF Expression by Promoter-Targeted Lentiviral shRNAs Based on Epigenetic Mechanism: A Novel Example of Epigenetherapy. Circ Res (2009) 105:604–9. doi: 10.1161/CIRCRESAHA.109.200774

  • 169

    OnoRNakamuraKInoueKNaruseMUsamiTWakisaka-SaitoNet al. Deletion of Peg10, an Imprinted Gene Acquired From a Retrotransposon, Causes Early Embryonic Lethality. Nat Genet (2006) 38:101–6. doi: 10.1038/ng1699

  • 170

    AkamatsuSWyattAWLinDLysakowskiSZhangFKimSet al. The Placental Gene PEG10 Promotes Progression of Neuroendocrine Prostate Cancer. Cell Rep (2015) 12:922–36. doi: 10.1016/j.celrep.2015.07.012

  • 171

    ShimadaKMatsushitaYWakabayashiKTakahashiMMatsubaraAIijimaYet al. Cloning and Functional Expression of Human Endothelin-Converting Enzyme cDNA. Biochem Biophys Res Commun (1995) 207:807–12. doi: 10.1006/bbrc.1995.1258

  • 172

    YanagisawaHYanagisawaMKapurRPRichardsonJAWilliamsSCClouthierDEet al. Dual Genetic Pathways of Endothelin-Mediated Intercellular Signaling Revealed by Targeted Disruption of Endothelin Converting Enzyme-1 Gene. Development (1998) 125:825–36. doi: 10.1242/dev.125.5.825

  • 173

    BalnisJMadridAHoganKJDrakeLAChiengHCTiwariAet al. Blood DNA Methylation and COVID-19 Outcomes. Clin Epigenet (2021) 13:116. doi: 10.1186/s13148-021-01102-9

  • 174

    MenacheryVDEisfeldAJSchäferAJossetLSimsACProllSet al. Pathogenic Influenza Viruses and Coronaviruses Utilize Similar and Contrasting Approaches to Control Interferon-Stimulated Gene Responses. MBio (2014) 5:e01174–14. doi: 10.1128/mBio.01174-14

  • 175

    de MouraMCDavalosVPlanas-SerraLAlvarez-ErricoDArribasCRuizMet al. Epigenome-Wide Association Study of COVID-19 Severity With Respiratory Failure. EBioMedicine (2021) 66:103339. doi: 10.1016/j.ebiom.2021.103339

  • 176

    GiovannoniFLiZGarciaCCQuintanaFJ. A Potential Role for AHR in SARS-CoV-2 Pathology. Res Square (2020) 112. doi: 10.21203/rs.3.rs-25639/v1

  • 177

    GiovannoniFBoschIPolonioCMTortiMFWheelerMALiZet al. AHR Is a Zika Virus Host Factor and a Candidate Target for Antiviral Therapy. Nat Neurosci (2020) 23:939–51. doi: 10.1038/s41593-020-0664-0

  • 178

    GiovannoniFQuintanaFJ. SARS-CoV-2-Induced Lung Pathology: AHR as a Candidate Therapeutic Target. Cell Res (2021) 31:12. doi: 10.1038/s41422-020-00447-9

  • 179

    ZhaoHChenLYangTFengYVaziriNDLiuBet al. Aryl Hydrocarbon Receptor Activation Mediates Kidney Disease and Renal Cell Carcinoma. J Trans Med (2019) 17:114. doi: 10.1186/s12967-019-2054-5

  • 180

    DiNataleBCMurrayIASchroederJCFlavenyCALahotiTSLaurenzanaEMet al. Kynurenic Acid Is a Potent Endogenous Aryl Hydrocarbon Receptor Ligand That Synergistically Induces Interleukin-6 in the Presence of Inflammatory Signaling. Toxicol Sci (2010) 115:8997. doi: 10.1093/toxsci/kfq024

  • 181

    AndradeAFBorgesKSCastro-GameroAMSilveiraVSSuazoVKOliveiraJCet al. Zebularine Induces Chemosensitization to Methotrexate and Efficiently Decreases AhR Gene Methylation in Childhood Acute Lymphoblastic Leukemia Cells. Anticancer Drugs (2014) 25:7281. doi: 10.1097/CAD.0000000000000028

  • 182

    SinghNPSinghUPSinghBPriceRLNagarkattiMNagarkattiPS. Activation of Aryl Hydrocarbon Receptor (AhR) Leads to Reciprocal Epigenetic Regulation of FoxP3 and IL-17 Expression and Amelioration of Experimental Colitis. PloS One (2011) 6:e23522. doi: 10.1371/journal.pone.0023522

  • 183

    LvJYuPWangZDengWBaoLLiuJet al. ACE2 Expression is Regulated by AhR in SARS-CoV-2-Infected Macaques. Cell Mol Immunol (2021) 18:1308–10. doi: 10.1038/s41423-021-00672-1

  • 184

    ZhongWLiBXuYYangPChenRWangZet al. Hypermethylation of the Micro-RNA 145 Promoter Is the Key Regulator for NLRP3 Inflammasome-Induced Activation and Plaque Formation. JACC: Basic to Trans Sci (2018) 3:604–24. doi: 10.1016/j.jacbts.2018.06.004

  • 185

    HuaiWZhaoRSongHZhaoJZhangLZhangLet al. Aryl Hydrocarbon Receptor Negatively Regulates NLRP3 Inflammasome Activity by Inhibiting NLRP3 Transcription. Nat Commun (2014) 5:19. doi: 10.1038/ncomms5738

  • 186

    SagulenkoVThygesenSJSesterDPIdrisACridlandJAVajjhalaPRet al. AIM2 and NLRP3 Inflammasomes Activate Both Apoptotic and Pyroptotic Death Pathways via ASC. Cell Death Differ (2013) 20:1149–60. doi: 10.1038/cdd.2013.37

  • 187

    YangYWangHKouadirMSongHShiF. Recent Advances in the Mechanisms of NLRP3 Inflammasome Activation and Its Inhibitors. Cell Death Dis (2019) 10:111. doi: 10.1038/s41419-019-1413-8

  • 188

    XiaSZhangZMagupalliVGPabloJLDongYVoraSMet al. Gasdermin D Pore Structure Reveals Preferential Release of Mature Interleukin-1. Nature (2021) 593:607–11. doi: 10.1038/s41586-021-03478-3

  • 189

    BaazmMGhafarizadehAANoshad KamranARBeyerCZendedelA. Presence of The NLRP3 Inflammasome Components in Semen of Varicocele Patients. Int J Fertil Steril (2020) 14:4650. doi: 10.22074/ijfs.2020.5734[doi

  • 190

    SuYZhangYHuZHeLWangWXuJet al. Prokineticin 2 via Calcium-Sensing Receptor Activated NLRP3 Inflammasome Pathway in the Testicular Macrophages of Uropathogenic Escherichia Coli-Induced Orchitis. Front Immunol (2020) 11:570872. doi: 10.3389/fimmu.2020.570872

  • 191

    CarrellDT. Epigenetics of the Male Gamete. Fertil Steril (2012) 97:267–74. doi: 10.1016/j.fertnstert.2011.12.036

  • 192

    OlivaR. Protamines and Male Infertility. Hum Reprod Update (2006) 12:417–35. doi: 10.1093/humupd/dml009

  • 193

    LiHXiaoXZhangJZafarMIWuCLongYet al. Impaired Spermatogenesis in COVID-19 Patients. EClinicalMedicine (2020) 28:100604. doi: 10.1016/j.eclinm.2020.100604

  • 194

    MieussetRBujanL. Testicular Heating and Its Possible Contributions to Male Infertility: A Review. Int J Androl (1995) 18:169–84. doi: 10.1111/j.1365-2605.1995.tb00408.x

  • 195

    KohliRMZhangY. TET Enzymes, TDG and the Dynamics of DNA Demethylation. Nature (2013) 502:472–9. doi: 10.1038/nature12750

  • 196

    KriaucionisSHeintzN. The Nuclear DNA Base 5-Hydroxymethylcytosine Is Present in Purkinje Neurons and the Brain. Science (2009) 324:929–30. doi: 10.1126/science.1169786[doi

  • 197

    ItoSShenLDaiQWuSCCollinsLBSwenbergJAet al. Tet Proteins can Convert 5-Methylcytosine to 5-Formylcytosine and 5-Carboxylcytosine. Science (2011) 333:1300–3. doi: 10.1126/science.1210597[doi

  • 198

    HeYFLiBZLiZLiuPWangYTangQet al. Tet-Mediated Formation of 5-Carboxylcytosine and Its Excision by TDG in Mammalian DNA. Science (2011) 333:1303–7. doi: 10.1126/science.1210944[doi

  • 199

    HahnMAQiuRWuXLiAXZhangHWangJet al. Dynamics of 5-Hydroxymethylcytosine and Chromatin Marks in Mammalian Neurogenesis. Cell Rep (2013) 3:291300. doi: 10.1016/j.celrep.2013.01.011

  • 200

    Rodríguez-AguileraJREcsediSGoldsmithCCrosMDomínguez-LópezMGuerrero-CelisNet al. Genome-Wide 5-Hydroxymethylcytosine (5hmc) Emerges at Early Stage of In Vitro Differentiation of a Putative Hepatocyte Progenitor. Sci Rep (2020) 10:116. doi: 10.1038/s41598-020-64700-2

  • 201

    YueXTrifariSÄijöTTsagaratouAPastorWAZepeda-MartínezJAet al. Control of Foxp3 Stability Through Modulation of TET Activity. J Exp Med (2016) 213:377–97. doi: 10.1084/jem.20151438

  • 202

    CartySAGohilMBanksLBCottonRMJohnsonMEStelekatiEet al. The Loss of TET2 Promotes CD8(+) T Cell Memory Differentiation. J Immunol (2018) 200:8291. doi: 10.4049/jimmunol.1700559[doi

  • 203

    AnJGonzález-AvalosEChawlaAJeongMLópez-MoyadoIFLiWet al. Acute Loss of TET Function Results in Aggressive Myeloid Cancer in Mice. Nat Commun (2015) 6:114. doi: 10.1038/ncomms10071

  • 204

    OrlanskiSLabiVReizelYSpiroALichtensteinMLevin-KleinRet al. Tissue-Specific DNA Demethylation Is Required for Proper B-Cell Differentiation and Function. Proc Natl Acad Sci USA (2016) 113:5018–23. doi: 10.1073/pnas.1604365113[doi

  • 205

    YueXTrifariSÄijöTTsagaratouAPastorWAZepeda-MartínezJAet al. Control of Foxp3 Stability Through Modulation of TET Activity. J Exp Med (2016) 213:377–97. doi: 10.1084/jem.20151438

  • 206

    YangRQuCZhouYKonkelJEShiSLiuYet al. Hydrogen Sulfide Promotes Tet1-And Tet2-Mediated Foxp3 Demethylation to Drive Regulatory T Cell Differentiation and Maintain Immune Homeostasis. Immunity (2015) 43:251–63. doi: 10.1016/j.immuni.2015.07.017

  • 207

    ZhaoZLanMLiJDongQLiXLiuBet al. The Proinflammatory Cytokine Tnfα Induces DNA Demethylation–Dependent and–Independent Activation of Interleukin-32 Expression. J Biol Chem (2019) 294:6785–95. doi: 10.1074/jbc.RA118.006255

  • 208

    LiuXWangXLiuNZhuKZhangSDuanXet al. TET2 Is Involved in DNA Hydroxymethylation, Cell Proliferation and Inflammatory Response in Keratinocytes. Mol Med Rep (2020) 21:1941–9. doi: 10.3892/mmr.2020.10989

  • 209

    StanczakMASaninDEApostolovaPNerzGLampakiDHofmannMet al. IL-33 Expression in Response to SARS-CoV-2 Correlates With Seropositivity in COVID-19 Convalescent Individuals. Nat Commun (2021) 12:19. doi: 10.1038/s41467-021-22449-w

  • 210

    MohebbiSRBaghaeiKRostami-NejadMMojaradENMirjalaliHYadegarAet al. Significant Changes of CD4, FOXP3, CD25, and IL6 Expression Level in Iranian COVID-19 Patients. Gastroenterol Hepatol Bed Bench (2020) 13:388.

  • 211

    HaseebAHaqqiT. IL-1β and TNF-α Regulate the Global Hydroxymethylation of Genomic DNA by Modulating the Expression and Activity of TET-1 in Human OA Chondrocytes. Osteoarthritis Cartilage (2013) 21:S15. doi: 10.1016/j.joca.2013.02.053

  • 212

    KangCKHanGKimMKimGShinHMSongKet al. Aberrant Hyperactivation of Cytotoxic T-Cell as a Potential Determinant of COVID-19 Severity. Int J Infect Dis (2020) 97:313–21. doi: 10.1016/j.ijid.2020.05.106

  • 213

    van der MadeCISimonsASchuurs-HoeijmakersJVan Den HeuvelGMantereTKerstenSet al. Presence of Genetic Variants Among Young Men With Severe COVID-19. JAMA (2020) 324:663–73. doi: 10.1001/jama.2020.13719

  • 214

    AcharyaDLiuGGackMU. Dysregulation of Type I Interferon Responses in COVID-19. Nat Rev Immunol (2020) 20:397–8. doi: 10.1038/s41577-020-0346-x

  • 215

    HadjadjJYatimNBarnabeiLCorneauABoussierJSmithNet al. Impaired Type I Interferon Activity and Inflammatory Responses in Severe COVID-19 Patients. Science (2020) 369:718–24. doi: 10.1126/science.abc6027[doi

  • 216

    SchröderOSchulteKOstermannPRöherHEkkernkampALaunRA. Heat Shock Protein 70 Genotypes HSPA1B and HSPA1L Influence Cytokine Concentrations and Interfere With Outcome After Major Injury. Crit Care Med (2003) 31:73–9. doi: 10.1097/00003246-200301000-00011

  • 217

    MuhammadJSSaheb Sharif-AskariNCuiZHamadMHalwaniR. SARS-CoV-2 Infection-Induced Promoter Hypomethylation as an Epigenetic Modulator of Heat Shock Protein A1L (HSPA1L) Gene. Front Genet (2021) 12:129. doi: 10.3389/fgene.2021.622271

  • 218

    PruimboomL. Methylation Pathways and SARS-CoV-2 Lung Infiltration and Cell Membrane-Virus Fusion Are Both Subject to Epigenetics. Front Cell Infect Microbiol (2020) 10:290. doi: 10.3389/fcimb.2020.00290

  • 219

    WangGZWangYGoffSP. Histones Are Rapidly Loaded Onto Unintegrated Retroviral DNAs Soon After Nuclear Entry. Cell Host Microbe (2016) 20:798809. doi: 10.1016/j.chom.2016.10.009

  • 220

    ParekhBSManiatisT. Virus Infection Leads to Localized Hyperacetylation of Histones H3 and H4 at the IFN-β Promoter. Mol Cell (1999) 3:125–9. doi: 10.1016/S1097-2765(00)80181-1

  • 221

    ZhaoSZhangXLiH. Beyond Histone Acetylation—Writing and Erasing Histone Acylations. Curr Opin Struct Biol (2018) 53:169–77. doi: 10.1016/j.sbi.2018.10.001

  • 222

    ArrowsmithCHBountraCFishPVLeeKSchapiraM. Epigenetic Protein Families: A New Frontier for Drug Discovery. Nat Rev Drug Discov (2012) 11:384400. doi: 10.1038/nrd3674

  • 223

    JonesPAIssaJJBaylinS. Targeting the Cancer Epigenome for Therapy. Nat Rev Genet (2016) 17:630. doi: 10.1038/nrg.2016.93

  • 224

    KnackstedtSLGeorgiadouAApelFAbu-AbedUMoxonCACunningtonAJet al. Neutrophil Extracellular Traps Drive Inflammatory Pathogenesis in Malaria. Sci Immunol (2019) 4:113. doi: 10.1126/sciimmunol.aaw0336

  • 225

    BrinkmannVZychlinskyA. Neutrophil Extracellular Traps: Is Immunity the Second Function of Chromatin? J Cell Biol (2012) 198:773–83. doi: 10.1083/jcb.201203170

  • 226

    ZindelJKubesP. DAMPs, PAMPs, and LAMPs in Immunity and Sterile Inflammation. Annu Rev Pathol: Mech Dis (2020) 15:493518. doi: 10.1146/annurev-pathmechdis-012419-032847

  • 227

    ContiPCaraffaAGallengaCRossRKritasSFrydasIet al. Coronavirus-19 (SARS-CoV-2) Induces Acute Severe Lung Inflammation via IL-1 Causing Cytokine Storm in COVID-19: A Promising Inhibitory Strategy. J Biol Regul Homeost Agents (2020) 34:1971–5.

  • 228

    CuevasAMClarkJMPotterJJ. Increased TLR/MyD88 Signaling in Patients With Obesity: Is There a Link to COVID-19 Disease Severity? Int J Obes (2021) 45:1152–4. doi: 10.1038/s41366-021-00768-8

  • 229

    Du ClosTWZlockLTRubinRL. Analysis of the Binding of C-Reactive Protein to Histones and Chromatin. J Immunol (1988) 141:4266–70.

  • 230

    BosmannMGrailerJJRuemmlerRRusskampNFZetouneFSSarmaJVet al. Extracellular Histones Are Essential Effectors of C5aR-And C5L2-Mediated Tissue Damage and Inflammation in Acute Lung Injury. FASEB J (2013) 27:5010–21. doi: 10.1096/fj.13-236380

  • 231

    FattahiFFrydrychLMBianGKalbitzMHerronTJMalanEAet al. Role of Complement C5a and Histones in Septic Cardiomyopathy. Mol Immunol (2018) 102:3241. doi: 10.1016/j.molimm.2018.06.006

  • 232

    LiMDongYWangHGuoWZhouHZhangZet al. Cardiovascular Disease Potentially Contributes to the Progression and Poor Prognosis of COVID-19. Nutr Metab Cardiovasc Dis (2020) 30:1061–7. doi: 10.1016/j.numecd.2020.04.013

  • 233

    HsiehIWhiteMHoeksemaMDelunaXHartshornK. Histone H4 Potentiates Neutrophil Inflammatory Responses to Influenza A Virus: Down-Modulation by H4 Binding to C-Reactive Protein and Surfactant Protein D. PloS One (2021) 16:e0247605. doi: 10.1371/journal.pone.0247605

  • 234

    HatakeyamaDShojiMYamayoshiSYohROhmiNTakenakaSet al. Influenza A Virus Nucleoprotein Is Acetylated by Histone Acetyltransferases PCAF and GCN5. J Biol Chem (2018) 293:7126–38. doi: 10.1074/jbc.RA117.001683

  • 235

    TerreniMValentiniPLiveraniVGutierrezMIDi PrimioCDi FenzaAet al. GCN5-Dependent Acetylation of HIV-1 Integrase Enhances Viral Integration. Retrovirology (2010) 7:116. doi: 10.1186/1742-4690-7-18

  • 236

    SteffenUKoelemanCASokolovaMVBangHKleyerARechJet al. IgA Subclasses Have Different Effector Functions Associated With Distinct Glycosylation Profiles. Nat Commun (2020) 11:112. doi: 10.1038/s41467-019-13992-8

  • 237

    RiceJCAllisCD. Histone Methylation Versus Histone Acetylation: New Insights Into Epigenetic Regulation. Curr Opin Cell Biol (2001) 13:263–73. doi: 10.1016/S0955-0674(00)00208-8

  • 238

    Castillo-AguileraODepreuxPHalbyLArimondoPBGoossensL. DNA Methylation Targeting: The DNMT/HMT Crosstalk Challenge. Biomolecules (2017) 7:3. doi: 10.3390/biom7010003

  • 239

    LeeJWangCXuSChoYWangLFengXet al. H3K4 Mono-and Di-Methyltransferase MLL4 Is Required for Enhancer Activation During Cell Differentiation. elife (2013) 2:e01503. doi: 10.7554/eLife.01503

  • 240

    OrtmannBMBurrowsNLobbITArnaizEWitNBaileyPSet al. The HIF Complex Recruits the Histone Methyltransferase SET1B to Activate Specific Hypoxia-Inducible Genes. Nat Genet (2021) 53:1022–35. doi: 10.1038/s41588-021-00887-y

  • 241

    LawlorLYangXB. Harnessing the HDAC–histone Deacetylase Enzymes, Inhibitors and How These can be Utilised in Tissue Engineering. Int J Oral Sci (2019) 11:111. doi: 10.1038/s41368-019-0053-2

  • 242

    YangXSetoE. HATs and HDACs: From Structure, Function and Regulation to Novel Strategies for Therapy and Prevention. Oncogene (2007) 26:5310–0. doi: 10.1038/sj.onc.1210599

  • 243

    IrwinNAMartinBJYoungBPBrowneMJFlausALoewenCJet al. Viral Proteins as a Potential Driver of Histone Depletion in Dinoflagellates. Nat Commun (2018) 9:18. doi: 10.1038/s41467-018-03993-4

  • 244

    ArzumanyanAFriedmanTKoteiENgIOLianZFeitelsonMA. Epigenetic Repression of E-Cadherin Expression by Hepatitis B Virus X Antigen in Liver Cancer. Oncogene (2012) 31:563–72. doi: 10.1038/onc.2011.255

  • 245

    FinzerPKuntzenCSotoUZur HausenHRöslF. Inhibitors of Histone Deacetylase Arrest Cell Cycle and Induce Apoptosis in Cervical Carcinoma Cells Circumventing Human Papillomavirus Oncogene Expression. Oncogene (2001) 20:4768–76. doi: 10.1038/sj.onc.1204652

  • 246

    BanerjeeNSMooreDWBrokerTRChowLT. Vorinostat, a Pan-HDAC Inhibitor, Abrogates Productive HPV-18 DNA Amplification. Proc Natl Acad Sci USA (2018) 115:E11138–47. doi: 10.1073/pnas.1801156115[doi

  • 247

    ChoiKCJungMGLeeYHYoonJCKwonSHKangHBet al. Epigallocatechin-3-Gallate, a Histone Acetyltransferase Inhibitor, Inhibits EBV-Induced B Lymphocyte Transformation via Suppression of RelA Acetylation. Cancer Res (2009) 69:583–92. doi: 10.1158/0008-5472.CAN-08-2442[doi

  • 248

    JafarzadehANematiMJafarzadehS. Contribution of STAT3 to the Pathogenesis of COVID-19. Microb Pathog (2021) 154:104836. doi: 10.1016/j.micpath.2021.104836

  • 249

    HiranoTMurakamiM. COVID-19: A New Virus, But a Familiar Receptor and Cytokine Release Syndrome. Immunity (2020) 52:731–3. doi: 10.1016/j.immuni.2020.04.003

  • 250

    ZhuLFungSXieGWongLRJinDCaiZ. Identification of Lysine Acetylation Sites on MERS-CoV Replicase Pp1ab. Mol Cell Proteomics (2020) 19:1303–9. doi: 10.1074/mcp.RA119.001897

  • 251

    Ma-LauerYCarbajo-LozoyaJHeinMYMullerMADengWLeiJet al. P53 Down-Regulates SARS Coronavirus Replication and Is Targeted by the SARS-Unique Domain and PLpro via E3 Ubiquitin Ligase RCHY1. Proc Natl Acad Sci USA (2016) 113:E5192–201. doi: 10.1073/pnas.1603435113[doi

  • 252

    TakahashiYHayakawaASanoRFukudaHHaradaMKuboRet al. Histone Deacetylase Inhibitors Suppress ACE2 and ABO Simultaneously, Suggesting a Preventive Potential Against COVID-19. Sci Rep (2021) 11:19. doi: 10.1038/s41598-021-82970-2

  • 253

    AlmadhiMAAbdulrahmanAAlawadhiARabaanAAAtkinSAlQahtaniM. The Effect of ABO Blood Group and Antibody Class on the Risk of COVID-19 Infection and Severity of Clinical Outcomes. Sci Rep (2021) 11:15. doi: 10.1038/s41598-021-84810-9

  • 254

    ZhaoJYangYHuangHLiDGuDLuXet al. Relationship Between the ABO Blood Group and the COVID-19 Susceptibility. Clin Infect Dis (2020) 78:328–31. doi: 110.1093/cid/ciaa1150

  • 255

    KimMSKwonHJLeeYMBaekJHJangJLeeSet al. Histone Deacetylases Induce Angiogenesis by Negative Regulation of Tumor Suppressor Genes. Nat Med (2001) 7:437–43. doi: 10.1038/86507

  • 256

    SerebrovskaZOChongEYSerebrovskaTVTumanovskaLVXiL. Hypoxia, HIF-1α, and COVID-19: From Pathogenic Factors to Potential Therapeutic Targets. Acta Pharmacol Sin (2020) 41:1539–46. doi: 10.1038/s41401-020-00554-8

  • 257

    AckermannMVerledenSEKuehnelMHaverichAWelteTLaengerFet al. Pulmonary Vascular Endothelialitis, Thrombosis, and Angiogenesis in Covid-19. N Engl J Med (2020) 383:120–8. doi: 10.1056/NEJMoa2015432

  • 258

    KongYHanJWuXZengHLiuJZhangH. VEGF-D: A Novel Biomarker for Detection of COVID-19 Progression. Crit Care (2020) 24:14. doi: 10.1186/s13054-020-03079-y

  • 259

    LitkeCBadingHMauceriD. Histone Deacetylase 4 Shapes Neuronal Morphology via a Mechanism Involving Regulation of Expression of Vascular Endothelial Growth Factor D. J Biol Chem (2018) 293:8196–207. doi: 10.1074/jbc.RA117.001613

  • 260

    LaiTTianBCaoCHuYZhouJWangYet al. HDAC2 Suppresses IL17A-Mediated Airway Remodeling in Human and Experimental Modeling of COPD. Chest (2018) 153:863–75. doi: 10.1016/j.chest.2017.10.031

  • 261

    RoyceSGKaragiannisTC. Histone Deacetylases and Their Inhibitors: New Implications for Asthma and Chronic Respiratory Conditions. Curr Opin Allergy Clin Immunol (2014) 14:44–8. doi: 10.1097/ACI.0000000000000029

  • 262

    BarnesPJ. Corticosteroid Resistance in Patients With Asthma and Chronic Obstructive Pulmonary Disease. J Allergy Clin Immunol (2013) 131:636–45. doi: 10.1016/j.jaci.2012.12.1564

  • 263

    AhmadRAl-MassAAtizadoVAl-HubailAAl-GhimlasFAl-AroujMet al. Elevated Expression of the Toll Like Receptors 2 and 4 in Obese Individuals: Its Significance for Obesity-Induced Inflammation. J Inflammation (2012) 9:111. doi: 10.1186/1476-9255-9-48

  • 264

    HinoharaKWuHVigneauSMcDonaldTOIgarashiKJYamamotoKNet al. KDM5 Histone Demethylase Activity Links Cellular Transcriptomic Heterogeneity to Therapeutic Resistance. Cancer Cell (2018) 34:939953. e9. doi: 10.1016/j.ccell.2018.10.014

  • 265

    WuLCaoJCaiWLLangSMHortonJRJansenDJet al. KDM5 Histone Demethylases Repress Immune Response via Suppression of STING. PloS Biol (2018) 16:e2006134. doi: 10.1371/journal.pbio.2006134

  • 266

    ChenXYangXZhengYYangYXingYChenZ. SARS Coronavirus Papain-Like Protease Inhibits the Type I Interferon Signaling Pathway Through Interaction With the STING-TRAF3-TBK1 Complex. Protein Cell (2014) 5:369–81. doi: 10.1007/s13238-014-0026-3

  • 267

    RuiYSuJShenSHuYHuangDZhengWet al. Unique and Complementary Suppression of cGAS-STING and RNA Sensing-Triggered Innate Immune Responses by SARS-CoV-2 Proteins. Signal Transduction Targeted Ther (2021) 6:111. doi: 10.1038/s41392-021-00515-5

  • 268

    HuHQiaoJLiuFWangJShaSHeQet al. The STING-IRF3 Pathway Is Involved in Lipotoxic Injury of Pancreatic β Cells in Type 2 Diabetes. Mol Cell Endocrinol (2020) 518:110890. doi: 10.1016/j.mce.2020.110890

  • 269

    BerthelotJLiotéF. COVID-19 as a STING Disorder With Delayed Over-Secretion of Interferon-Beta. EBioMedicine (2020) 56:102801. doi: 10.1016/j.ebiom.2020.102801

  • 270

    BaiJLiuF. The cGAS-cGAMP-STING Pathway: A Molecular Link Between Immunity and Metabolism. Diabetes (2019) 68:1099–108. doi: 10.2337/dbi18-0052[doi

  • 271

    QiaoJCuiCQingLWangLHeTYanFet al. Activation of the STING-IRF3 Pathway Promotes Hepatocyte Inflammation, Apoptosis and Induces Metabolic Disorders in Nonalcoholic Fatty Liver Disease. Metab Clin Exp (2018) 81:1324. doi: 10.1016/j.metabol.2017.09.010

  • 272

    SuCWangLYooD. Activation of NF-κb and Induction of Proinflammatory Cytokine Expressions Mediated by ORF7a Protein of SARS-CoV-2. Sci Rep (2021) 11:112. doi: 10.1038/s41598-021-92941-2

  • 273

    LvJYuPWangZDengWBaoLLiuJet al. ACE2 Expression Is Regulated by AhR in SARS-CoV-2-Infected Macaques. Cell Mol Immunol (2021) 18:1308–10. doi: 10.1038/s41423-021-00672-1

  • 274

    GiovannoniFQuintanaFJ. SARS-CoV-2-Induced Lung Pathology: AHR as a Candidate Therapeutic Target. Cell Res (2021) 31:12. doi: 10.1038/s41422-020-00447-9

  • 275

    WangGZhangLZhaoXGaoSQuLYuHet al. The Aryl Hydrocarbon Receptor Mediates Tobacco-Induced PD-L1 Expression and Is Associated With Response to Immunotherapy. Nat Commun (2019) 10:113. doi: 10.1038/s41467-019-08887-7

  • 276

    EsserCRannugA. The Aryl Hydrocarbon Receptor in Barrier Organ Physiology, Immunology, and Toxicology. Pharmacol Rev (2015) 67:259–79. doi: 10.1124/pr.114.009001[doi

  • 277

    ZhaoRHeQShaSSongJQinJLiuPet al. Increased AHR Transcripts Correlate With Pro-Inflammatory T-Helper Lymphocytes Polarization in Both Metabolically Healthy Obesity and Type 2 Diabetic Patients. Front Immunol (2020) 11:1644. doi: 10.3389/fimmu.2020.01644

  • 278

    ZieglerCGAllonSJNyquistSKMbanoIMMiaoVNTzouanasCNet al. SARS-CoV-2 Receptor ACE2 is an Interferon-Stimulated Gene in Human Airway Epithelial Cells and Is Detected in Specific Cell Subsets Across Tissues. Cell (2020) 181:101635.e19. doi: 10.1016/j.cell.2020.04.035

  • 279

    XuYLiuL. Curcumin Alleviates Macrophage Activation and Lung Inflammation Induced by Influenza Virus Infection Through Inhibiting the NF-κb Signaling Pathway. Influenza other Respir viruses (2017) 11:457–63. doi: 10.1111/irv.12459

  • 280

    LammersTSofiasAMvan der MeelRSchiffelersRStormGTackeFet al. Dexamethasone Nanomedicines for COVID-19. Nat nanotechnol (2020) 15:622–4. doi: 10.1038/s41565-020-0752-z

  • 281

    NishiumiSYoshidaKAshidaH. Curcumin Suppresses the Transformation of an Aryl Hydrocarbon Receptor Through Its Phosphorylation. Arch Biochem Biophys (2007) 466:267–73. doi: 10.1016/j.abb.2007.08.007

  • 282

    HassanFRehmanMSKhanMSAliMAJavedANawazAet al. Curcumin as an Alternative Epigenetic Modulator: Mechanism of Action and Potential Effects. Front Genet (2019) 10:514. doi: 10.3389/fgene.2019.00514

  • 283

    StejskalovaLRulcovaAVrzalRDvorakZPavekP. Dexamethasone Accelerates Degradation of Aryl Hydrocarbon Receptor (AHR) and Suppresses CYP1A1 Induction in Placental JEG-3 Cell Line. Toxicol Lett (2013) 223:183–91. doi: 10.1016/j.toxlet.2013.09.014

  • 284

    VrzalRStejskalovaLMonostoryKMaurelPBachledaPPavekPet al. Dexamethasone Controls Aryl Hydrocarbon Receptor (AhR)-Mediated CYP1A1 and CYP1A2 Expression and Activity in Primary Cultures of Human Hepatocytes. Chem Biol Interact (2009) 179:288–96. doi: 10.1016/j.cbi.2008.10.035

  • 285

    PuyskensAStinnAvan der VaartMKreuchwigAProtzeJPeiGet al. Aryl Hydrocarbon Receptor Modulation by Tuberculosis Drugs Impairs Host Defense and Treatment Outcomes. Cell Host Microbe (2020) 27:238–48. doi: 10.1016/j.chom.2019.12.005

  • 286

    LeclairHMTardifNParisAGalibertMCorreS. Role of Flavonoids in the Prevention of AhR-Dependent Resistance During Treatment With BRAF Inhibitors. Int J Mol Sci (2020) 21:5025. doi: 10.3390/ijms21145025

  • 287

    CorreSTardifNMouchetNLeclairHMBoussemartLGautronAet al. Sustained Activation of the Aryl Hydrocarbon Receptor Transcription Factor Promotes Resistance to BRAF-Inhibitors in Melanoma. Nat Commun (2018) 9:4775018-06951-2. doi: 10.1038/s41467-018-06951-2[doi

  • 288

    Mohammadi-BardboriABengtssonJRannugURannugAWincentE. Quercetin, Resveratrol, and Curcumin Are Indirect Activators of the Aryl Hydrocarbon Receptor (AHR). Chem Res Toxicol (2012) 25:1878–84. doi: 10.1021/tx300169e

  • 289

    DaiXYinHSunLHuXZhouCZhouYet al. Potential Therapeutic Efficacy of Curcumin in Liver Cancer. Asian Pac J Cancer Prev (2013) 14:3855–9. doi: 10.7314/APJCP.2013.14.6.3855

  • 290

    MarquardtJUGomez-QuirozLCamachoLOAPinnaFLeeYKitadeMet al. Curcumin Effectively Inhibits Oncogenic NF-κb Signaling and Restrains Stemness Features in Liver Cancer. J Hepatol (2015) 63:661–9. doi: 10.1016/j.jhep.2015.04.018

  • 291

    StejskalovaLRulcovaAVrzalRDvorakZPavekP. Dexamethasone Accelerates Degradation of Aryl Hydrocarbon Receptor (AHR) and Suppresses CYP1A1 Induction in Placental JEG-3 Cell Line. Toxicol Lett (2013) 223:183–91. doi: 10.1016/j.toxlet.2013.09.014

  • 292

    GabbiaDPozzoLZigiottoGRoversoMSacchiDDalla PozzaAet al. Dexamethasone Counteracts Hepatic Inflammation and Oxidative Stress in Cholestatic Rats via CAR Activation. PloS One (2018) 13:e0204336. doi: 10.1371/journal.pone.0204336

Summary

Keywords

ACE2, COVID-19, cytokine storm, epigenetics, multi-organ, pro-inflammatory cytokines, SARS-CoV-2, TMPRSS2

Citation

Kgatle MM, Lawal IO, Mashabela G, Boshomane TMG, Koatale PC, Mahasha PW, Ndlovu H, Vorster M, Rodrigues HG, Zeevaart JR, Gordon S, Moura-Alves P and Sathekge MM (2021) COVID-19 Is a Multi-Organ Aggressor: Epigenetic and Clinical Marks. Front. Immunol. 12:752380. doi: 10.3389/fimmu.2021.752380

Received

02 August 2021

Accepted

21 September 2021

Published

08 October 2021

Volume

12 - 2021

Edited by

Ping An, Frederick National Laboratory for Cancer Research (NIH), United States

Reviewed by

Sayuri Seki, National Institute of Infectious Diseases (NIID), Japan; Sunil Joshi, University of Miami, United States

Updates

Copyright

*Correspondence: Mankgopo Magdeline Kgatle, ; ; Mike Machaba Sathekge,

This article was submitted to Microbial Immunology, a section of the journal Frontiers in Immunology

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

Outline

Figures

Cite article

Copy to clipboard


Export citation file


Share article

Article metrics