Skip to main content

REVIEW article

Front. Pharmacol., 27 May 2022
Sec. Pharmacology of Infectious Diseases
This article is part of the Research Topic Cell cycle control as a new therapeutic approach for SARS-CoV-2 infection View all 5 articles

p53/NF-kB Balance in SARS-CoV-2 Infection: From OMICs, Genomics and Pharmacogenomics Insights to Tailored Therapeutic Perspectives (COVIDomics)

Daniela Milani&#x;Daniela Milani1Lorenzo Caruso&#x;Lorenzo Caruso2Enrico Zauli&#x;Enrico Zauli1Adi Mohammed Al Owaifeer,Adi Mohammed Al Owaifeer3,4Paola SecchieroPaola Secchiero1Giorgio ZauliGiorgio Zauli3Donato Gemmati,
Donato Gemmati1,5*Veronica Tisato
Veronica Tisato1*
  • 1Department of Translational Medicine, University of Ferrara, Ferrara, Italy
  • 2Department of Environmental and Prevention Sciences, University of Ferrara, Ferrara, Italy
  • 3Department of Research, King Khaled Eye Specialistic Hospital, Riyadh, Saudi Arabia
  • 4Ophthalmology Unit, Department of Surgery, College of Medicine, King Faisal University, Al-Ahsa, Saudi Arabia
  • 5Centre Haemostasis and Thrombosis, University of Ferrara, Ferrara, Italy

SARS-CoV-2 infection affects different organs and tissues, including the upper and lower airways, the lung, the gut, the olfactory system and the eye, which may represent one of the gates to the central nervous system. Key transcriptional factors, such as p53 and NF-kB and their reciprocal balance, are altered upon SARS-CoV-2 infection, as well as other key molecules such as the virus host cell entry mediator ACE2, member of the RAS-pathway. These changes are thought to play a central role in the impaired immune response, as well as in the massive cytokine release, the so-called cytokine storm that represents a hallmark of the most severe form of SARS-CoV-2 infection. Host genetics susceptibility is an additional key side to consider in a complex disease as COVID-19 characterized by such a wide range of clinical phenotypes. In this review, we underline some molecular mechanisms by which SARS-CoV-2 modulates p53 and NF-kB expression and activity in order to maximize viral replication into the host cells. We also face the RAS-pathway unbalance triggered by virus-ACE2 interaction to discuss potential pharmacological and pharmacogenomics approaches aimed at restoring p53/NF-kB and ACE1/ACE2 balance to counteract the most severe forms of SARS-CoV-2 infection.

Introduction

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is the highly transmissible virus responsible for the ongoing coronavirus disease 2019 (COVID-19) pandemic. The host-pathogen interaction occurs within the viral spike protein and the human membrane receptor angiotensin-converting enzyme 2 (ACE2) with the involvement of the transmembrane serine protease 2 (TMPRSS2) (Hoffmann et al., 2020; Zhao et al., 2020; Kaplan et al., 2021). As main functional receptor for SARS-CoV-2, ACE2 has been detected in variety of human tissues (Bartolak-Suki et al., 2021; Li and Qin, 2021) including enterocytes, ciliated cells both in upper and lower airways, type II alveolar pneumocytes (Zhao et al., 2020; Bartolak-Suki et al., 2021) and conjunctival and corneal cells (Kitazawa et al., 2021; Ma et al., 2021; Sasamoto et al., 2021). ACE2-virus interaction results into unrestrained ACE2 downregulation (Hoffmann et al., 2020) leading to alteration of key physiological pathways and overall resulting in the clinical spectrum of COVID-19.

The balance between ACE2 activity and that of its counterpart ACE1 represents the core of the renin-angiotensin-system (RAS) in which ACE2 mediates the conversion of angiotensin-II (Ang-II) into Ang1-7, a vasodilator factor involved in the controlling of local tissue homeostasis by anti-inflammatory, anti-coagulant, anti-proliferative and anti-fibrotic activities (Bourgonje et al., 2020; Gemmati and Tisato, 2020). Alteration in ACE2 activity due to viral infection leads to a cascade of biological and pathological outcomes characterizing COVID-19 pathophysiology with the compromise of the respiratory tract and of other organs including cardiovascular damage, renal and gastrointestinal injury as well as increased incidence of thromboembolic events (Bourgonje et al., 2020). The pathophysiological picture includes a sustained series of complications experienced by a proportion of COVID-19 patients and commonly referred as “long COVID”, characterized but not limited to fatigue, shortness of breath, and cognitive dysfunction affecting the daily quality of life and basic everyday activities (Soriano et al., 2021). In this light long COVID, which is often used as synonymous of “post-acute sequelae of SARS-CoV-2 infection” (PASC), is dramatically emerging as secondary epidemic event that need to be properly addressed in terms of pathophysiological insights and potential treatment strategies. As reported in a recent systematic review (2100 studies in which 57 met inclusion criteria) accounting for 250.351 COVID-19 survivors, 54.0% of survivors experienced at least one PASC after 1 month, and 55.0%, 54.0% of patients experienced at least one PASC after 2–5 and 6 months after infection respectively (Groff et al., 2021). With regard to non-hospitalized COVID-19 patients, a recent report on a cohort of 445 participants SARS-CoV-2 PCR-positive test highlighted persistent symptoms on 36% of symptomatic subjects at 4 weeks follow-up, mainly associated with female sex and body mass index (Bliddal et al., 2021). Although the pathophysiology of PASC is still unknown, several evidence-supported mechanistic hypotheses can be considered including long-lasting hyperinflammation triggered by the persistence of viral particles in tissues and organs; abnormal innate immune response and immune stimulation; interfering effects with autoantibodies; mitochondrial dysfunction and metabolic changes (Nalbandian et al., 2021; Merad et al., 2022; Su et al., 2022). Recent data seems to support beneficial effect of anti-SARS-CoV-2 vaccinations on long COVID, with a lower susceptibility and a lowering effect on syndrome severity and life impact (Antonelli et al., 2022; Tran et al., 2022). Potential mechanisms underlying these positive effects might be related to a vaccine-induced clearance of viral antigens or to a more balanced and regulated inflammatory response, though dedicated clinical studies are needed to identify the pathways involved.

Since the start of the ongoing pandemic, there has been a massive effort to identify risk factors for disease susceptibility and worst prognosis. In this light, host genetics, either in terms of ethnicity and individual genetic predispositions, emerged as strongly involved in the different clinical heterogeneity of COVID-19 (Severe Covid-19 GWAS Group, 2020; COVID-19 Host Genetics Initiative, 2021; Nakanishi et al., 2021). A recent GWAS found significant COVID-19 association signals at locus 3p21.31 (rs11385942), comprising the solute carrier SLC6A20 (Na+ and Cl-coupled transporter family), and at locus 9q34.2 (rs657152) coincident with the ABO blood group (rs8176747, rs41302905, rs8176719) in severe COVID-19 patients and interestingly, both loci are pharmacogenetically associated to the RAS-pathway (Chung et al., 2010; Severe Covid-19 GWAS Group, 2020). Of note, the lead variant (rs11385942) is located in an intergenic region spanning several genes (SLC6A20, LZTFL1, CCR9, FYC O 1, CXCR6, XCR1) and at least two of them (LZTFL1, CCR9) are closely located with the risk GA-allele of rs11385942 associated with increased expression in human lung cells of SLC6A20 and LZTFL1. Subsequent studies confirmed the relevance of the 3p21.31 locus in COVID-19 susceptibility and prognosis considering the presence of ancient DNA introgressed from Neanderthal populations (Zeberg and Paabo, 2020, 2021; Huffman et al., 2022) and highlighted additional genetic loci as well as rare variants involved in disease predisposition and prognosis (Benetti et al., 2020; COVID-19 Host Genetics Initiative, 2021; Nakanishi et al., 2021; Schmiedel et al., 2021; Fallerini et al., 2022). Moreover, in a sex and gender perspective, male sex together with old age and presence of critical comorbidities including diabetes, hypertension and cardiovascular disease have been considered among the strongest features accounting for large part of the severe cases (Bonaccorsi et al., 2020; Gemmati et al., 2020). In detail, people older than 60 suffer the worst outcome with higher mortality rates greater than 50% with increased fatality rates in males compared to females as also demonstrated for earlier SARS (Chen and Subbarao, 2007; Casimir et al., 2013; Channappanavar et al., 2017).

In terms of pathophysiological mechanisms insights, it is of interest that several recent reports highlight the potential interfering effects of exogenous infections (i.e. SARS-Cov-2) on human endogenous retroviruses (HERVs), that may undergo activation leading in turn to inflammatory and immune responses (Durnaoglu et al., 2021). During COVID-19 infection, genes belonging to different HERVs families (i.e. HERV-H, HERV-K, HERV-W) have been found upregulated in CD4 and CD8 lymphocytes of patients in a disease severity-related manner, and correlated to inflammatory markers such as IL-6, IL-17, TNF-α, CCL-2, CXCL6 (Balestrieri et al., 2021; Garcia-Montojo and Nath, 2021). Moreover, in the context of COVID-19 pediatric patients, Tovo and others reported a differential expression of IFN-I and -II, TRIM28, SETDB1 and HERVs in the presence of severe and mild clinical phenotypes, suggesting a role of HERVs in influencing the course of the disease (Tovo et al., 2021).

As far as therapeutic approaches, several treatments were tested in the attempt of controlling symptoms and complications including antiviral drugs or alternative approaches (Tiwari Pandey et al., 2020; Gil Martinez et al., 2021), convalescent plasma administration (Salazar et al., 2021), therapeutic antibodies (Baum et al., 2020; Liu et al., 2020) and the newly-derived antiviral pills under clinical evaluation (Ledford, 2021). Nonetheless, the pandemic evolution has significantly changed when different vaccine formulations became available, and it is expected that vaccines will be indeed the decisive key for virus eradication. However, despite a massive vaccination program has been put in place in the last year, there are several concerns that need to be considered. Firstly, the appearance of new “variants of concern” (i.e. virus variants showing a significant impact on transmissibility, severity and/or immunity) (ECDC, 2022) may in part invalidate the vaccine-induced protection. Again, there are several difficulties in putting in place a comprehensive global vaccination because of logistic and economic issues as well as individual attitudes standing opposition to vaccinations. In this scenario, the efforts in optimizing vaccination strategies need to be associated with efforts in establishing “ready-to-use” therapeutic strategies for symptomatic patients for which a definite cure is still missing. In this regard, much effort has been recently made to elucidate the molecular mechanisms and intracellular pathways mostly involved in both SARS-CoV-2 infection and COVID-19 pathophysiological processes; also by using bioinformatics approaches (Alnajeebi et al., 2022; Hasankhani et al., 2021; Kwan et al., 2021; Rahaman et al., 2021). These studies have shown that genes related to immune and apoptosis-related functions were deregulated, and further analysis revealed that p53 signaling was one of the most enriched pathway upon SARS-CoV-2 infection. Moreover, additional studies emphasized the role of single nucleotide polymorphism (SNP) of p53 on host immune response against the virus as a potential predictor of the outcome in SARS-CoV-2 infected patients (Lodhi et al., 2021).

p53 is commonly referred as the guardian of genome, mainly acting on cell-cycle control through the cyclin G1/Mdm2/p53 axis (Gordon et al., 2018). In the context of this review, it is remarkable that immune and DNA repair systems are interdependent (Bednarski and Sleckman, 2019). For example, loss of function of key DNA repair proteins lead to defects in the production of functional B and T mature cells (Difilippantonio et al., 2008; Bednarski and Sleckman, 2019; Jiang and Mei, 2021). On the other hand, virus-mediated DNA damage occurs through ROS and oxidative stress effects on host cells (Delgado-Roche and Mesta, 2020; Cardozo and Hainaut, 2021; Jiang and Mei, 2021) and the persistence of DNA damage represents a harmful additional contributing factor to viral infection-induced pathology. In this respect, by using in vitro cell models it has been recently demonstrated that SARS-CoV-2 is able to inhibit DNA damage repair by affecting the recruitment of crucial cell cycle regulators and DNA repair as BRCA1 and p53-binding protein-1 (53BP1), overall affecting adaptive immunity (Indraccolo et al., 2006; Jiang and Mei, 2021).

As the immune response modulation in different organs is concerned (Agupitan et al., 2020; Levine, 2020; Chang et al., 2021; Shi and Jiang, 2021), p53 is now regarded as guardian of the whole immune integrity, crucial in the context of SARS-CoV-2 (Major et al., 2020; Saini et al., 2020). The wide range of p53 biological activities requires a stringent regulation of the protein itself, since it represents a central hub in the signal transduction of various cellular processes involved in tissue homeostasis and metabolic response controls (Lahalle et al., 2021), as well as in cancer development and progression (Nagpal and Yuan, 2021). In the context of viral infections, it is therefore not surprising that p53 deficiency makes the host more susceptible and permissive to infections (Ma-Lauer et al., 2016). Among p53 regulatory networks, firstly we have to consider that the half-life of p53 is very short (about 15–20 min). Then, the physiological p53 basal levels are kept low in most normal tissues by its principal regulator, the Mouse Double Minute 2 (MDM2) human homolog, also known as E3 ubiquitin-protein ligase (Tisato et al., 2017). Recent evidence indicates that also the basal levels of p53 are physiologically relevant, since p53 basal levels suppression is associated with disruption of tissue homeostasis (Cui et al., 2021). Thus, in spite of the suggestion that p53 basal levels are in normal conditions maintained low, basal p53 functions are now considered a key regulatory issue on tissue homeostasis by controlling anabolic cell metabolism (Nagpal and Yuan, 2021). Of note, low p53 levels have been associated with severe respiratory disorders, suggesting a protective role of p53 in vascular homeostasis and lung inflammation (Uddin and Barabutis, 2020).

NF-κB (nuclear factor κB) is a collective acronym referred to a transcription factors family involved in the regulation of genes belonging to immune and inflammatory pathways (including cytokines, chemokines, inflammasome) (Liu et al., 2017), as well as to cell proliferation and survival (Van Antwerp et al., 1996). NF-κB activation occurs via two major pathways, referred as the canonical and alternative pathways, in response to several stimuli as pathogens, inflammation, ligands of the TNFR superfamily (Liu et al., 2017). The canonical activation of NF-κB leads to phosphorylation, ubiquitination, and proteolytic degradation of IκB (NF-κB family inhibitors) allowing the translocation of NF-κB to the nucleus (Karin and Ben-Neriah, 2000). The alternative pathway is activated by specific stimuli and depends on the processing of p100 (NF-κB2 precursor protein, also known as p52) (Liu et al., 2017). In the frame of the host-pathogen relationship, there is a tight connection between virus infection and NF-κB pathway that emerges as specific target of several human viruses (Santoro et al., 2003). In this line, upregulation of most NF-κB signaling pathway genes has been reported in COVID-19 patients and associated to hyperinflammatory phenotype (Hirano and Murakami, 2020; Sohn et al., 2020). The complexity of the NF-κB pathway arises from intricate mechanisms regulating its functions, including feedback loops and crosstalk with other pathways such as p53 and RAS signaling able to regulate cell responses to extracellular stimuli as well as inflammation and immune response (Perkins, 2007). This integrated view supports the concept of a synergic targeting of p53 and NF-κB to manage COVID-19 and maximize the effectiveness of treatments (Figure 1).

FIGURE 1
www.frontiersin.org

FIGURE 1. Snapshot of the p53/NF-Kb unbalancing during SARS-CoV-2 infection. Both p53 and NF-Kb are hub responsible for complex signalings leading to different biological outcomes.

SARS-CoV-2 and p53 Interaction

Starting from the assumption that a number of different viruses have established strategies to escape the p53-mediated control of the cell cycle and of antiviral immunity, as far as SARS-CoV-2 is concerned we can identify two levels of interactions that can be potentially targeted by dedicated pharmacological interventions.

A direct interplay between p53 and SARS-CoV-2 has been suggested for the first time following an in silico study reporting on the ability of the S2 subunit of the virus to physically and strongly interact with p53 (Singh and Bharara Singh, 2020). In the same line, another mechanism of interaction has been highlighted in a large animal model study showing that p53 can regulate ACE2 receptor in a tissue- and sex-specific fashion (Zhang et al., 2021). It is of interest that the reported higher expression of ACE2 in females can be related to estrogens activity, and perhaps contributing to the lower disease susceptibility of females compared to males (Bonaccorsi et al., 2020). Thus, this first level of interactions between p53 and SARS-CoV-2 occurs via the modulation of ACE2 expression in a sex-related manner and via a direct interaction between the S2 subunit of the viral spike protein and p53, although the significance of this interaction has not been addressed so far. Of note, a direct regulatory activity of p53 on SARS-CoV-2 replication is a shared feature characterizing other previous coronaviruses (Ma-Lauer et al., 2016). In detail, by using a high-throughput yeast-2-hybrid methodology, Ma-Lauer and others focused on the molecular mechanisms of coronaviruses–host interactions, demonstrating that pathogens counteract the antiviral activity of p53 through the stabilization of the ring finger and CHY zinc finger domain containing 1 (RCHY1) who mediates p53 degradation (Ma-Lauer et al., 2016). The viral SARS-unique domain (SUD) and papain-like protease (PLpro) emerged as the key viral-mediators of the interaction.

A second and more relevant level of interaction between SARS-CoV-2 and p53 is represented by the ability of SARS-CoV-2 to up-regulate the major p53 inhibitor MDM2 (Klein et al., 2021). During SARS-CoV replication process, there is the synthesis of two polyproteins (pp1a and pp1ab) that after additional cleavage by the papain-like protease (PLpro) and 3C-like protease (3CLpro) are converted into 16 nonstructural proteins (nsps), of which 15 constituting the viral replication and transcription complex (RTC) (V'Kovski et al., 2021). PLpro exhibits several functions other than the viral proteins processing. These additional functions mainly converge towards viral evasion of host immune system via deubiquitinating and deISG15ylating (interferon-induced gene 15) activity (Yan and Wu, 2021), highlighting a multifunctional nature of PLpro involved in both viral cycle and viral survival (Osipiuk et al., 2021). With regard to PLpro deubiquitinating activity, it has been shown that when the deubiquitinated substrate is the host MDM2, the overall result is a stabilization of MDM2 itself leading in turn to accelerated proteasome degradation of basal p53 (Dong et al., 2020). These data suggest that part of the survival strategy of SARS-CoV-2 is based on the down-regulation of the basal levels of p53, which in turns leads to perturbation of the tissue homeostasis, as above-mentioned (Cui et al., 2021).

In this frame, it is of interest the analysis performed by Yan and Wu exploring an apparent contradiction on the comprehensive role of PLpro by using insight on SARS-CoV that could be nonetheless translated to SARS-CoV-2. As the authors suggested, p53 ubiquitination is useful from a virus-perspective allowing viral replication, on the other hand, E3 stabilization leads to a biological cascade (e.g. ubiquitination of IkBa, TRAFs, STING) culminating with the activation of innate antiviral immune responses (Yan and Wu, 2021). The strategy proposed is a differential sequence of events mediated by PLpro according to kinetic preference, potentially applicable to SARS-CoV-2 with antiviral therapeutic potential (Yan and Wu, 2021).

Role of NF-kB in Promoting SARS-CoV-2 Infection

It has been clearly shown that SARS-CoV-2 triggers an inflammatory response characterized by activation of NF-kB, which represents a key element in the well described “cytokine storm” observed in patients affected by SARS-CoV-2 (Sallenave and Guillot, 2020). In particular, the essential role of NF-kB in mediating SARS-CoV-2 disease features has been shown in a series of recent studies (Hemmat et al., 2021; Bartolini et al., 2022), outlining the role of endoplasmic reticulum stress and NF-kB in SARS-CoV-2 infected cells. An interesting approach was followed by Do and others (Do et al., 2020), who aimed to address the epidemiological evidence that COVID-19 is more severe in adults than in children. In the attempt of finding biological reasons underlying this phenomenon, the authors analyzed potential differences in ACE2 expression and differences in the immune responses to viral infection. Of note, they proposed that NF-kB might be the hub of different biological outcomes involved in the severe clinical manifestations of COVID-19 in adults, from hyperinflammation up to coagulation/thrombotic processes affecting in particular platelets and endothelial cells (Mussbacher et al., 2019; Do et al., 2020). In this context, complications in children affected by “pediatric inflammatory multisystem syndrome temporally associated with SARS-CoV-2” might also be associated to NF-kB activity. Overall, the comparison of virological and immunological data from COVID-19 patients at different age suggests the presence of an “over-reactive” immune response in adults compared to children. It is of particular interest the analysis performed by the authors to identify a potential link between clinical features of COVID-19 in children and those of children affected by Kawasaki Disease, a rare condition characterized by autoimmune systemic vasculitis, sharing a common hyper-inflammatory state and an over activation of NF-kB p65 during disease acute phase (Do et al., 2020).

In terms of mechanistic insights, it is of interest that SARS-CoV nucleocapsid protein (N) mediated IL-6 expression occurs via the direct binding of N protein on NF-κB promoter and via facilitation of the nuclear translocation of NF-κB (Zhang et al., 2007). NF-kB is an important regulator of proinflammatory cytokine production and B-cell function, and it has been reported that there is a clear link between altered basal NF-κB and the pro-inflammatory hallmarks of aging and age-associated diseases (Bektas et al., 2014). The central role of the NF-κB pathway in COVID-19 may therefore partially explain the severest disease phenotype experienced by elderly and by patients affected by comorbidities such as obesity and diabetes characterized by chronic NF-κB upregulation (Kircheis et al., 2021). In the presence of such “altered condition”, the virus-host interaction further increases NF-κB levels via different mechanisms, including Angiotensin II (AngII) accumulation following virus-mediated ACE2 downregulation that leads to additional NF-κB activation (Brasier et al., 2000; Pandey et al., 2015).

Recent evidence has shown that SARS-CoV-2 infection, already following the interaction of its spike proteins with the surface of target cells, induces a potent inflammatory response (Attiq et al., 2021; Khan et al., 2021; Kircheis et al., 2021). It has been recently demonstrated by epigenetic and single-cell transcriptomic analyses that a selective NF-κB signature was most prominent in SARS-CoV-2 infected cells (Nilsson-Payant et al., 2021). NF-κB signaling disturbance by silencing of NF-κB transcription factor p65 or p50 caused loss of virus replication, suggesting that the vigorous cytokine release after SARS-CoV-2 infection is the result of a NF-κB-dependent viral replication. Of note, also conjunctival cells showed a robust induction of NF-kB as well as diminished type I interferon signaling in response to SARS-CoV-2 infection (Eriksen et al., 2021). In a different study (Hariharan et al., 2021) it was confirmed that SARS-CoV-2 activated the NF-kB pathway in various cells, such as macrophages of lung, liver, kidney, central nervous system, gastrointestinal tract and cardiovascular system, and inhibition of NF-kB pathway has been proposed as potential therapeutic action in alleviating the severe forms of SARS-CoV-2.

Modulation of NF-kB and p53 activity as a strategy against SARS-CoV2

NF-kB and p53 crosstalk can be considered an integrated cell-signalling with therapeutic potential. From one side different stimuli may induce the two pathways, and while p53 induces apoptosis, NF-κB induces resistance to cell death suggesting the presence of a regulatory mechanism to harmonize the cell fate also at the transcriptional level (Perkins, 2007).

The cell “decision-making” is the result of multiple interactions, including the competition for complexes containing the p300/CBP coactivator protein (Webster and Perkins, 1999), and IKK (kinase complex and core element of the NF-κB cascade) interaction, also involved in IκB-α phosphorylation and degradation (Israel, 2010; Carra et al., 2016). Moreover, NF-κB may downregulate p53 via the induced expression of MDM2 (Tergaonkar et al., 2002; Tergaonkar and Perkins, 2007), or via an autoregulatory loop in which NF-κB activation induces BCL3 gene (Kashatus et al., 2006). On the other hand, there is also a cooperative cross talk between the two pathways with a direct regulation of p53 gene by NF-κB (Perkins, 2007). Of note, these reciprocal regulatory interactions represent potential targets to restore p53 normal functions and/or regulate NF-kB activity.

p53 deficiency on severe respiratory disorders has been recently reviewed (Uddin and Barabutis, 2020), highlighting opposite roles of p53 and NF-kB in the lungs. Of note, preclinical models clearly indicate that p53 protects from damage-induced lung impairment antagonizing NF-kB mediated inflammatory/immune responses (Uddin and Barabutis, 2020). Moreover, the experience coming from tumor biology suggests that NF-κB activation counterbalance the pro-apoptotic activity of p53 by affecting p53 viability through MDM2 induction (Luo et al., 2005), in line with the similarities between tumorigenesis process and those related to viral infection and host-virus interaction (Mehta et al., 2021).

Several studies have shown that a variety of natural anti-inflammatory compounds (Lin et al., 2021; Qin et al., 2021), including polyphenols, well known for their cardioprotective and anti-cancer activity (Chairez-Ramirez et al., 2021), have protective in vitro effects also against SARS-CoV-2 infection (De Angelis et al., 2021) and all these compounds decrease the cellular levels of NF-kB. Interestingly, polyphenols have also been shown to up-regulate TP53 gene expression and protein levels and modulate posttranslational modifications such as phosphorylation, acetylation, and ubiquitination, showing the ability to influence protein stability, subcellular compartment location and activity (Chairez-Ramirez et al., 2021). In this context, the interplay between p53 and NF-kB has been clearly established in a variety of studies (Machado et al., 2018; Jang et al., 2020; D'Orazi et al., 2021), and it has also been shown that inhibition of MDM2 abrogates inflammation through NF-κB suppression (Fan et al., 2018).

In line with the different strategies for drug repurposing to target virus replication and disease/complications (Sultana et al., 2020; Smith et al., 2022), we have previously hypothesized that p53 activator Nutlin-3, a potent and selective activator of p53 might be useful to counteract SARS-CoV-2 infection (Zauli et al., 2020). Besides natural compounds with anti-inflammatory activity, other studies have directly suggested that pharmacological activation of p53 might be a strategy to counteract SARS-CoV-2 infection (Ramaiah, 2020; Zauli et al., 2020). A potential beneficial anti-viral mechanism of p53 activation is to reduce the senescence-associated secretory phenotype and to decrease the levels of inflammatory cytokines (Wiley et al., 2018; Huang et al., 2020), at least in part through the inhibition of MDM2. More recently, by using Connectivity Map (CMap) bioinformatics resources to identify drugs that may be repositioned for of COVID-19 treatment, Bonnet and others reported the potential use of anti-cancer agents including small molecules acting as MDM2 regulators as well as anti-inflammatory molecules, signaling and metabolite inhibitors and neuromodulators (Bonnet et al., 2022).

Interestingly, natural compounds and phytoconstituents have also been considered for their anti-viral functions and potential therapeutic effects in the management of COVID-19 (Nallusamy et al., 2021; Ali et al., 2022). Among the others, it has been reported that phillyrin could significantly inhibit SARS-CoV-2 replication in vitro (Ma et al., 2020a), and it has been shown the ability of reducing the protein expression of NF-kB p65 in vitro as well as the release of pro-inflammatory cytokines. Moreover, Liu Shen capsule, a traditional Chinese medicine with detoxification and antiphlogistic activity, possesses antiviral and anti-inflammatory effects against SARS-CoV-2 infection mediated by the suppression of NF-kB signaling pathway (Ma et al., 2020b). In the frame of combined therapies based on the synergic effect of Western and traditional Chinese remedies, it has been recently reported that He-Jie-Shen-Shi decoction (HJSS) may represent an adjuvant therapy, and dedicated network pharmacology studies further identified p53 as one of the target of HJSS combination therapy (Hu et al., 2021).

Finally, in the light of a more “holistic” approach, traditional herbal remedies with multifunctional therapeutic methods may be considered additional strategies to boost the immune system in the general population and strengthen the defenses against infections especially for those subjects under self-confinement or at risk because of old age, by adequate diet and nutrition (Iddir et al., 2020; Pandey et al., 2020). There is a clear connection between nutritional quality and immune status, particularly among the elderly often experiencing a decline of immune defenses related to aging together with immune weakening also due to micronutrient deficiencies. Frequently, poor nutrition status is associated with long-lasting subclinical inflammatory and oxidative stress conditions. In this line, there is a growing interest on the preventive and therapeutic potential of dietary constituents with high anti-inflammatory and antioxidant capacity such as vitamin C, vitamin E and phytochemicals, which can suppress NF-kB activity. Dietary fiber, fermented by the gut microbiota into short-chain fatty acids (Iddir et al., 2020; Jabczyk et al., 2021), as well as vitamin D (Xu et al., 2020) have also shown to produce efficient anti-inflammatory effects.

Genomics insights and Pharmacogenomics interactions: p53/NF-kB and RAS-pathway

In the first phase of pandemic, many drugs utilized to contrast COVID-19 did not yield fully established clinical effectiveness and safety and the repurposing strategy, if pharmacogenetically tuned, could have given better results and additive advantages to any treatment thanks to a more personalized medicine approach. Basically, adverse drug reactions (ADRs) and drug-drug interactions (DDIs) are the most common risks also exacerbated by the polypharmacy condition often present in the elder comorbid patients affected by COVID-19.

A first line approach should consider the Cytochrome P450 (CYP) subfamily genes, since many repositioned antivirals or supporting treatments in COVID-19 are metabolized by CYP 450 enzymes. Genetic variants in the CYP genes modulating their expression contribute to the individual drug response variability by altering pharmacokinetics and pharmacodynamics of the specific drug. These genes are highly polymorphic (e.g. CYP3A4/5, CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6) and are characterized by a wide geographic variability (Zhou et al., 2017; Biswas et al., 2020; Sukprasong et al., 2021) interacting with large part of those drugs specifically used in COVID-19 (Sukasem et al., 2013; Biswas et al., 2022). Interestingly, many clinical complications of COVID-19 belong to the same group of comorbidities responsible for the poor prognosis, and drugs acting as anti-inflammatory, antithrombotic (anti-coagulant and anti-aggregant), anti-hypertensive or with lipid-lowering action, have marked pharmacogenomics features resembling those belonging to the lipoproteins and homocysteine homeostasis genes (Parmeggiani et al., 2008; Gemmati et al., 2009; Gemmati et al., 2016; Tisato et al., 2019; Cappadona et al., 2021; Tisato et al., 2021; Biswas et al., 2022).

A paradigmatic example, in which pharmacogenomics would have been extremely helpful in sorting out this intricate concern, comes from the debated appropriateness of the use or maintenance of RAS-inhibitors during symptomatic or asymptomatic SARS-CoV2 infection (Mancia et al., 2020; Mehra et al., 2020; Reynolds et al., 2020). Symptomatic COVID-19 patients often have history of hypertension, diabetes, cardiovascular disease, thrombosis, and RAS-inhibitors are among the elective treatment of such patients regardless the presence or not of SARS-CoV2 infection. This point rapidly progressed towards interest on the role of RAS-pathway genes and raised pharmacogenomics concerns on the safety of such pharmacological approach (Gemmati et al., 2020; Gemmati and Tisato, 2020). The theoretical worry, i.e. continuing or dismissing RAS-inhibitors (ACEi or ARBs) in COVID-19 patients, was based on the hypothesis that SARS-CoV-2 enters human cells through ACE2 membrane receptor, and such specific treatment could favor in turn viral infection by enhancing ACE2 receptor availability. A wide metanalysis reported that ACEi/ARBs did not worsen COVID-19 severity in treated patients, suggesting on the contrary possible protective effects of RAS-inhibitors in COVID-19 management thanks to a potential pharmacogenomics rebalancing of ACE1/ACE2 equilibrium directly affected by SARS-CoV-2 entry (Gemmati et al., 2020; Gemmati and Tisato, 2020; Guo et al., 2020).

ACE1 (EC 3.4.15.1) and ACE2 (EC 3.4.17.23) are antagonist enzymes involved in opposite pathways, the ACE1/Ang-II/AT1-receptor is a local vasoconstrictor/proliferative and procoagulant axis, while the ACE2/Ang1-7/MAS-receptor is a vasodilator/anti-proliferative and anticoagulant axis (Figure 2). The main activity of these enzymes is significantly driven by common intragenic polymorphisms also characterized by a peculiar geographic distribution that disclosed exciting correspondences between haplotypes distribution and worldwide COVID-19 morbidity and mortality index (Yamamoto et al., 2020).

FIGURE 2
www.frontiersin.org

FIGURE 2. Schematic representation of the renin-angiotensin-system (RAS) pathway showing the main bioactive peptides and key receptors. ACE1, angiotensin-converting enzyme 1; ACE2, angiotensin-converting enzyme 2; Ang, angiotensin; AT1R, Ang-II type 1 receptor; AT2R, Ang-II type 2 receptor; ARBs, angiotensin receptor blockers; MAS, Mas receptor; AT4R, angiotensin receptor type 4; MrgD, MAS-related G protein-coupled receptor member D; APA, aminopeptidase A; APN, aminopeptidase N; DC, decarboxylase (Reproduced from Gemmati et. al. Genes. 11 (9), 1044. doi:10.3390/genes11091044) (Gemmati and Tisato, 2020).

ACE1 gene maps on locus 17q23.3 (Gene ID: 1636), its product (ACE1) converts Ang-I to Ang-II. A common insertion/deletion (I/D) of 287-bp in the Alu-sequence of intron 16, includes four individual SNPs (rs4646994, rs1799752, rs4340 and rs13447447) and modulates ACE1 expression (Zhong et al., 2012). Alternative splicing caused by the presence of Alu-sequences, is responsible for the loss of one of the two active enzyme sites in the ACE1 I-allele, leaving the D-allele counterpart containing the two active sites favoring in turn the Ang-I to Ang-II conversion (Purwaningroom et al., 2015; Widodo et al., 2017). Consequently, D/D genotype has the highest ACE1 activity, I/D genotype intermediate levels, and the I/I genotype the lowest ACE1 level (Itoyama et al., 2004).

ACE2 gene maps on locus Xp22.22 (Gene ID: 59272), its product (ACE2) converts Ang-II to Ang 1–7. Several gene variants in the ACE2 gene (Smyth et al., 2019), among those amino acids considered crucial for ACE2 stability and SARS-CoV-2 entry, hypothesized sex-differences in receptor-virus affinities (Gemmati et al., 2019; Gemmati et al., 2020). The most relevant change is the transition G8790A (rs2285666), with the G/- (male hemizygote) or G/G (female homozygote) genotypes having about 50% reduced expression compared to A/- or A/A genotypes in male and female respectively (Wu et al., 2017; Pinheiro et al., 2019). G8790A substitution is at the beginning of ACE2 intron 3 (c.439+4G > A) causing alternative splicing mechanisms affecting in turn gene expression (Li, 2012; Yang et al., 2015). Moreover, two additional intronic SNPs (rs1978124 and rs714205) are in strong linkage disequilibrium with rs2285666 influencing haplotyping and genome-phenome associations (Benjafield et al., 2004; Huang et al., 2006).

TP53 gene maps on locus 17p13.1 (Gene ID: 7157), alternative splicing of TP53 and the presence of alternate promoters result in multiple transcripts and isoforms with different activities. Of note, an intragenic variant in the exon 4 of TP53 gene results in a Pro-to-Arg substitution (P72R; rs1042522), it was described in the past that the amino acid residue 72 can be changed in Arg, Pro, or Cys, and these changes resulted in distinct isoforms of human p53 molecule (Matlashewski et al., 1987). Recent studies ascribed to the P72-allele a significantly enhanced response to inflammatory stimuli compared to R72-allele, and studies in knock-in humanized p53 mice showed altered degree of NF-kB-dependent apoptosis in P72 or R72 mice (Azzam et al., 2011). In addition, P72 and R72 alleles show a dramatically different response to the innate immunity stress also against SARS-CoV-2 infection (Leu et al., 2013; Lodhi et al., 2021). Interestingly, these differences are regulated by NF-kB target genes that are better activated by the P72 variant accounting for intriguing personalized feedbacks in the different populations (Frank et al., 2011).

The hypothesized pharmacogenomics mechanism linking RAS-pathway and p53/NF-kB is based on their mutual equilibrium involved in maintaining tissue and cardio-vasculature integrity. When disturbed, e.g. a genetically unbalanced Ang-I to Ang-II conversion, the major effector of the RAS system (i.e. Ang-II) can cause increased local oxidative stress, vasculature damage and senescence via genomic mechanisms mediated by Ang-II/AT1/Aldosterone interactions causing detrimental effects on several transcription factors including NF-kB and p53 (Min et al., 2009; Husi et al., 2013). In details, ACE2 downregulation (e.g. due to SARS-CoV-2 - human cell entry) exacerbated by the presence of the loss of function ACE2 8790G-allele, and the concomitance of ACE1 upregulation (e.g. due to the presence of the gain of function ACE1 D-allele), may lead to unrestrained RAS deregulation. Additive or synergistic or antagonistic effects might come from the coexistence of the P72/R72 alleles in the TP53 gene characterized by significant differences in response to inflammatory stimuli and to the innate immunity stress against SARS-CoV-2 infection (Azzam et al., 2011; Leu et al., 2013; Lodhi et al., 2021). This hypothesized scenario, causing increased genetic susceptibility (e.g. unrestrained RAS-pathway activation), is not a remote situation due to the high frequency of such variants particularly among those populations characterized by high SARS-CoV-2 case-fatality rate (Pinheiro et al., 2019; Asselta et al., 2020; Gemmati and Tisato, 2020).

Inherited predispositions and acquired alterations disturbing RAS-pathway and NFkB-p53 balance may affect anti-inflammatory, anticoagulant, anti-proliferative, anti-fibrotic, anti-apoptotic and anti-oxidant activities, leading to organ dysfunction and failure. ACEi and ARBs show high efficacy in contrasting Ang-II levels to counteract RAS over-activation. Similarly, Idasanutlin by restoring p53 pathway might in turn rebalance p53/NF-kB, contrast virus spreading and favor organ, tissue and vasculature homeostasis recovery. In addition, considering RAS pathway over-activation as one of the main causes in determining COVID-19 severity, is in line with the recently GWAS identified associations of ABO and SLC6A20 loci (Severe Covid-19 GWAS Group, 2020), being crucial modifiers of local Ang-II levels and water/salt reabsorption (Chung et al., 2010; Terao et al., 2013; Gasso et al., 2014; Ling et al., 2014; Vuille-dit-Bille et al., 2015; Gemmati et al., 2020).

The mutual connections between RAS-genes (i.e. ACE1/ACE2) and TP53/NFKB1 genes, and the observation that, as described for ACE1 and ACE2 gene variants, the frequencies of R72/P72-allele of TP53 gene strongly vary among different ethnicities correlating with SARS-CoV2 mortality/infection rates, open promising pharmacogenomics approaches for COVID-19 and others emerging virus-related diseases.

Future Directions and Concluding Remarks

Multi-OMICs and pharmacogenomics investigations, in line with the concept of precision and tailored medicine, are mandatory in complex disease characterized by a wide range of clinical manifestations (Zamboni and Gemmati, 2007; Parmeggiani et al., 2008; Husi et al., 2013; Tisato et al., 2018). A multi-layer approach (COVIDOMICS), also based on integrated novel technologies, can shed light on these crucial points, increasing our knowledge useful against the emergence and spread of future novel viral diseases. This will be strategic for the early detection of at risk populations, to establish adequate preventive measures and targeted therapeutic approaches vaccination program included (Gemmati and Tisato, 2022). Although vaccination represents the best answer against SARS-CoV-2 pandemic, it is evident that the appearance of new variants will represent a permanent challenge for the protection induced by the available vaccines or drugs. In this context, it is a priority to establish as many therapeutic options as possible, to be able to control disease symptoms when vaccination does not provide sufficient protection or when it is not possible. Accordingly, direct and indirect mechanisms of interaction between Sars-CoV-2 S-protein(s) and host-cellular targets may change due to the appearance of new “variants of concern”, potentially leading to different biological outcomes. In this line, dedicated preclinical studies are mandatory to identify how each specific variant might affects these pathways and the degree of mutual unbalancing (Battagello et al., 2020). Restoring the correct balance between p53 and NF-kB represents a promising therapeutic option, particularly in the view of the well-accepted central role of pathways mutual cross talk in the inflammatory settings. To this end, the repositioning of existing drugs (as suggested for Idasanutlin) as well as the development of new active compounds may be of great relevance in the view of synergic treatments able from one side to improve the immune status of individuals and on the other side to target specific pathways involved in disease development and progression.

Finally, in light of the central role of host genetics in determining the individual susceptibility to infection and the risk of worst prognosis, a designed pharmacogenomic approach towards genetically selected pathways aimed at rebalancing the local tissue homeostasis may help a more appropriate treatment selection in line with a personalized medicine.

Author Contributions

Conceptualization: GZ, DG, VT. Writing-original draft preparation: GZ, DG, VT, DM, LC, PS, EZ, AMAO. Writing-review and editing: GZ, DG, VT, DM, LC, PS, EZ, AMAO. Revision process and final editing: GZ, DG, VT, DM.

Funding

Local University grants (FAR, FIR) to DG and VT.

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.

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.

References

Agupitan, A. D., Neeson, P., Williams, S., Howitt, J., Haupt, S., and Haupt, Y. (2020). P53: A Guardian of Immunity Becomes its Saboteur through Mutation. Int. J. Mol. Sci. 21 (10), 3452. doi:10.3390/ijms21103452

PubMed Abstract | CrossRef Full Text | Google Scholar

Ali, S., Alam, M., Khatoon, F., Fatima, U., Elasbali, A. M., Adnan, M., et al. (2022). Natural Products Can Be Used in Therapeutic Management of COVID-19: Probable Mechanistic Insights. Biomed. Pharmacother. 147, 112658. doi:10.1016/j.biopha.2022.112658

PubMed Abstract | CrossRef Full Text | Google Scholar

Alnajeebi, A. M., Alharbi, H. F. H., Alelwani, W., Babteen, N. A., Alansari, W., Shamlan, G., et al. (2022). COVID-19 Candidate Genes and Pathways Potentially Share the Association with Lung Cancer. Cchts 25. doi:10.2174/1386207324666210712092649

CrossRef Full Text | Google Scholar

Antonelli, M., Penfold, R. S., Merino, J., Sudre, C. H., Molteni, E., Berry, S., et al. (2022). Risk Factors and Disease Profile of Post-vaccination SARS-CoV-2 Infection in UK Users of the COVID Symptom Study App: a Prospective, Community-Based, Nested, Case-Control Study. Lancet Infect. Dis. 22 (1), 43–55. doi:10.1016/S1473-3099(21)00460-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Asselta, R., Paraboschi, E. M., Mantovani, A., and Duga, S. (2020). ACE2 and TMPRSS2 Variants and Expression as Candidates to Sex and Country Differences in COVID-19 Severity in Italy. Aging (Albany NY) 12 (11), 10087–10098. doi:10.18632/aging.103415

PubMed Abstract | CrossRef Full Text | Google Scholar

Attiq, A., Yao, L. J., Afzal, S., and Khan, M. A. (2021). The Triumvirate of NF-Κb, Inflammation and Cytokine Storm in COVID-19. Int. Immunopharmacol. 101 (Pt B), 108255. doi:10.1016/j.intimp.2021.108255

PubMed Abstract | CrossRef Full Text | Google Scholar

Azzam, G. A., Frank, A. K., Hollstein, M., and Murphy, M. E. (2011). Tissue-specific Apoptotic Effects of the P53 Codon 72 Polymorphism in a Mouse Model. Cell. Cycle 10 (9), 1352–1355. doi:10.4161/cc.10.9.15344

PubMed Abstract | CrossRef Full Text | Google Scholar

Balestrieri, E., Minutolo, A., Petrone, V., Fanelli, M., Iannetta, M., Malagnino, V., et al. (2021). Evidence of the Pathogenic HERV-W Envelope Expression in T Lymphocytes in Association with the Respiratory Outcome of COVID-19 Patients. EBioMedicine 66, 103341. doi:10.1016/j.ebiom.2021.103341

PubMed Abstract | CrossRef Full Text | Google Scholar

Bartolák-Suki, E., Mondoñedo, J. R., and Suki, B. (2022). Mechano-inflammatory Sensitivity of ACE2: Implications for the Regional Distribution of SARS-CoV-2 Injury in the Lung. Respir. Physiol. Neurobiol. 296, 103804. doi:10.1016/j.resp.2021.103804

PubMed Abstract | CrossRef Full Text | Google Scholar

Bartolini, D., Stabile, A. M., Vacca, C., Pistilli, A., Rende, M., Gioiello, A., et al. (2022). Endoplasmic Reticulum Stress and NF-kB Activation in SARS-CoV-2 Infected Cells and Their Response to Antiviral Therapy. IUBMB Life 74 (1), 93–100. doi:10.1002/iub.2537

PubMed Abstract | CrossRef Full Text | Google Scholar

Battagello, D. S., Dragunas, G., Klein, M. O., Ayub, A. L. P., Velloso, F. J., and Correa, R. G. (2020). Unpuzzling COVID-19: Tissue-Related Signaling Pathways Associated with SARS-CoV-2 Infection and Transmission. Clin. Sci. (Lond) 134 (16), 2137–2160. doi:10.1042/CS20200904

PubMed Abstract | CrossRef Full Text | Google Scholar

Baum, A., Fulton, B. O., Wloga, E., Copin, R., Pascal, K. E., Russo, V., et al. (2020). Antibody Cocktail to SARS-CoV-2 Spike Protein Prevents Rapid Mutational Escape Seen with Individual Antibodies. Science 369 (6506), 1014–1018. doi:10.1126/science.abd0831

PubMed Abstract | CrossRef Full Text | Google Scholar

Bednarski, J. J., and Sleckman, B. P. (2019). At the Intersection of DNA Damage and Immune Responses. Nat. Rev. Immunol. 19 (4), 231–242. doi:10.1038/s41577-019-0135-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Bektas, A., Zhang, Y., Lehmann, E., Wood, W. H., Becker, K. G., Madara, K., et al. (2014). Age-associated Changes in Basal NF-Κb Function in Human CD4+ T Lymphocytes via Dysregulation of PI3 Kinase. Aging (Albany NY) 6 (11), 957–974. doi:10.18632/aging.100705

PubMed Abstract | CrossRef Full Text | Google Scholar

Benetti, E., Tita, R., Spiga, O., Ciolfi, A., Birolo, G., Bruselles, A., et al. (2020). ACE2 Gene Variants May Underlie Interindividual Variability and Susceptibility to COVID-19 in the Italian Population. Eur. J. Hum. Genet. 28 (11), 1602–1614. doi:10.1038/s41431-020-0691-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Benjafield, A. V., Wang, W. Y., and Morris, B. J. (2004). No Association of Angiotensin-Converting Enzyme 2 Gene (ACE2) Polymorphisms with Essential Hypertension. Am. J. Hypertens. 17 (7), 624–628. doi:10.1016/j.amjhyper.2004.02.022

PubMed Abstract | CrossRef Full Text | Google Scholar

Biswas, M., Rahaman, S., Biswas, T. K., Haque, Z., and Ibrahim, B. (2020). Association of Sex, Age, and Comorbidities with Mortality in COVID-19 Patients: A Systematic Review and Meta-Analysis. Intervirology 64 (1), 36–47. doi:10.1159/000512592

PubMed Abstract | CrossRef Full Text | Google Scholar

Biswas, M., Sawajan, N., Rungrotmongkol, T., Sanachai, K., Ershadian, M., and Sukasem, C. (2022). Pharmacogenetics and Precision Medicine Approaches for the Improvement of COVID-19 Therapies. Front. Pharmacol. 13, 835136. doi:10.3389/fphar.2022.835136

PubMed Abstract | CrossRef Full Text | Google Scholar

Bliddal, S., Banasik, K., Pedersen, O. B., Nissen, J., Cantwell, L., Schwinn, M., et al. (2021). Acute and Persistent Symptoms in Non-hospitalized PCR-Confirmed COVID-19 Patients. Sci. Rep. 11 (1), 13153. doi:10.1038/s41598-021-92045-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Bonaccorsi, G., Gambacciani, M., and Gemmati, D. (2020). Can Estrogens Protect against COVID-19? the COVID-19 Puzzling and Gender Medicine. Minerva Ginecol. 72 (3), 178–179. doi:10.23736/S0026-4784.20.04594-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Bonnet, R., Mariault, L., and Peyron, J. F. (2022). Identification of Potentially Anti-COVID-19 Active Drugs Using the Connectivity MAP. PLoS One 17 (1), e0262751. doi:10.1371/journal.pone.0262751

PubMed Abstract | CrossRef Full Text | Google Scholar

Bourgonje, A. R., Abdulle, A. E., Timens, W., Hillebrands, J. L., Navis, G. J., Gordijn, S. J., et al. (2020). Angiotensin-converting Enzyme 2 (ACE2), SARS-CoV-2 and the Pathophysiology of Coronavirus Disease 2019 (COVID-19). J. Pathol. 251 (3), 228–248. doi:10.1002/path.5471

PubMed Abstract | CrossRef Full Text | Google Scholar

Brasier, A. R., Jamaluddin, M., Han, Y., Patterson, C., and Runge, M. S. (2000). Angiotensin II Induces Gene Transcription through Cell-type-dependent Effects on the Nuclear Factor-kappaB (NF-kappaB) Transcription Factor. Mol. Cell. Biochem. 212 (1-2), 155–169. doi:10.1007/978-1-4615-4351-0_18

PubMed Abstract | CrossRef Full Text | Google Scholar

Cappadona, C., Paraboschi, E. M., Ziliotto, N., Bottaro, S., Rimoldi, V., Gerussi, A., et al. (2021). MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity. J. Pers. Med. 11 (11), 1166. doi:10.3390/jpm11111166

PubMed Abstract | CrossRef Full Text | Google Scholar

Cardozo, C. M., and Hainaut, P. (2021). Viral Strategies for Circumventing P53: the Case of Severe Acute Respiratory Syndrome Coronavirus. Curr. Opin. Oncol. 33 (2), 149–158. doi:10.1097/CCO.0000000000000713

PubMed Abstract | CrossRef Full Text | Google Scholar

Carrà, G., Crivellaro, S., Taulli, R., Guerrasio, A., Saglio, G., and Morotti, A. (2016). Mechanisms of P53 Functional De-regulation: Role of the IκB-Α/p53 Complex. Int. J. Mol. Sci. 17 (12), 1997. doi:10.3390/ijms17121997

CrossRef Full Text | Google Scholar

Casimir, G. J., Lefèvre, N., Corazza, F., and Duchateau, J. (2013). Sex and Inflammation in Respiratory Diseases: a Clinical Viewpoint. Biol. Sex. Differ. 4, 16. doi:10.1186/2042-6410-4-16

PubMed Abstract | CrossRef Full Text | Google Scholar

Cháirez-Ramírez, M. H., de la Cruz-López, K. G., and García-Carrancá, A. (2021). Polyphenols as Antitumor Agents Targeting Key Players in Cancer-Driving Signaling Pathways. Front. Pharmacol. 12, 710304. doi:10.3389/fphar.2021.710304

PubMed Abstract | CrossRef Full Text | Google Scholar

Chang, C. Y., Wang, J., Zhao, Y., Liu, J., Yang, X., Yue, X., et al. (2021). Tumor Suppressor P53 Regulates Intestinal Type 2 Immunity. Nat. Commun. 12 (1), 3371. doi:10.1038/s41467-021-23587-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Channappanavar, R., Fett, C., Mack, M., Ten Eyck, P. P., Meyerholz, D. K., and Perlman, S. (2017). Sex-Based Differences in Susceptibility to Severe Acute Respiratory Syndrome Coronavirus Infection. J. Immunol. 198 (10), 4046–4053. doi:10.4049/jimmunol.1601896

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, J., and Subbarao, K. (2007). The Immunobiology of SARS*. Annu. Rev. Immunol. 25, 443–472. doi:10.1146/annurev.immunol.25.022106.141706

PubMed Abstract | CrossRef Full Text | Google Scholar

Chung, C. M., Wang, R. Y., Chen, J. W., Fann, C. S., Leu, H. B., Ho, H. Y., et al. (2010). A Genome-wide Association Study Identifies New Loci for ACE Activity: Potential Implications for Response to ACE Inhibitor. Pharmacogenomics J. 10 (6), 537–544. doi:10.1038/tpj.2009.70

PubMed Abstract | CrossRef Full Text | Google Scholar

COVID-19 Host Genetics Initiative (2021). Mapping the Human Genetic Architecture of COVID-19. Nature 600 (7889), 472–477. doi:10.1038/s41586-021-03767-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Cui, D., Qu, R., Liu, D., Xiong, X., Liang, T., and Zhao, Y. (2021). The Cross Talk between P53 and mTOR Pathways in Response to Physiological and Genotoxic Stresses. Front. Cell. Dev. Biol. 9, 775507. doi:10.3389/fcell.2021.775507

PubMed Abstract | CrossRef Full Text | Google Scholar

D'Orazi, G., Cordani, M., and Cirone, M. (2021). Oncogenic Pathways Activated by Pro-inflammatory Cytokines Promote Mutant P53 Stability: Clue for Novel Anticancer Therapies. Cell. Mol. Life Sci. 78 (5), 1853–1860. doi:10.1007/s00018-020-03677-7

PubMed Abstract | CrossRef Full Text | Google Scholar

De Angelis, M., Della-Morte, D., Buttinelli, G., Di Martino, A., Pacifici, F., Checconi, P., et al. (2021). Protective Role of Combined Polyphenols and Micronutrients against Influenza A Virus and SARS-CoV-2 Infection In Vitro. Biomedicines 9 (11), 1721. doi:10.3390/biomedicines9111721

PubMed Abstract | CrossRef Full Text | Google Scholar

Delgado-Roche, L., and Mesta, F. (2020). Oxidative Stress as Key Player in Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV) Infection. Arch. Med. Res. 51 (5), 384–387. doi:10.1016/j.arcmed.2020.04.019

PubMed Abstract | CrossRef Full Text | Google Scholar

Difilippantonio, S., Gapud, E., Wong, N., Huang, C. Y., Mahowald, G., Chen, H. T., et al. (2008). 53BP1 Facilitates Long-Range DNA End-Joining during V(D)J Recombination. Nature 456 (7221), 529–533. doi:10.1038/nature07476

PubMed Abstract | CrossRef Full Text | Google Scholar

Do, L. A. H., Anderson, J., Mulholland, E. K., and Licciardi, P. V. (2020). Can Data from Paediatric Cohorts Solve the COVID-19 Puzzle? PLoS Pathog. 16 (9), e1008798. doi:10.1371/journal.ppat.1008798

PubMed Abstract | CrossRef Full Text | Google Scholar

Dong, S., Sun, J., Mao, Z., Wang, L., Lu, Y. L., and Li, J. (2020). A Guideline for Homology Modeling of the Proteins from Newly Discovered Betacoronavirus, 2019 Novel Coronavirus (2019-nCoV). J. Med. Virol. 92 (9), 1542–1548. doi:10.1002/jmv.25768

PubMed Abstract | CrossRef Full Text | Google Scholar

Durnaoglu, S., Lee, S. K., and Ahnn, J. (2021). Human Endogenous Retroviruses as Gene Expression Regulators: Insights from Animal Models into Human Diseases. Mol. Cells 44 (12), 861–878. doi:10.14348/molcells.2021.5016

PubMed Abstract | CrossRef Full Text | Google Scholar

ECDC (2022). SARS-CoV-2 Variants of Concern as of 28 April 2022. [Online] https://www.ecdc.europa.eu/en/covid-19/variants-concern (Accessed 03 26, 2022).

Google Scholar

Eriksen, A. Z., Møller, R., Makovoz, B., Uhl, S. A., tenOever, B. R., and Blenkinsop, T. A. (2021). SARS-CoV-2 Infects Human Adult Donor Eyes and hESC-Derived Ocular Epithelium. Cell. Stem Cell. 28 (7), 1205–1220.e7. doi:10.1016/j.stem.2021.04.028

PubMed Abstract | CrossRef Full Text | Google Scholar

Fallerini, C., Picchiotti, N., Baldassarri, M., Zguro, K., Daga, S., Fava, F., et al. (2022). Common, Low-Frequency, Rare, and Ultra-rare Coding Variants Contribute to COVID-19 Severity. Hum. Genet. 141 (1), 147–173. doi:10.1007/s00439-021-02397-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Fan, Y., Zhang, W., Ni, A., Mahato, B., and Chavala, S. H. (2018). Inhibition of Noncanonical Murine Double Minute 2 Homolog Abrogates Ocular Inflammation through NF-Κb Suppression. Am. J. Pathol. 188 (9), 2087–2096. doi:10.1016/j.ajpath.2018.05.017

PubMed Abstract | CrossRef Full Text | Google Scholar

Frank, A. K., Leu, J. I., Zhou, Y., Devarajan, K., Nedelko, T., Klein-Szanto, A., et al. (2011). The Codon 72 Polymorphism of P53 Regulates Interaction with NF-{kappa}B and Transactivation of Genes Involved in Immunity and Inflammation. Mol. Cell. Biol. 31 (6), 1201–1213. doi:10.1128/MCB.01136-10

PubMed Abstract | CrossRef Full Text | Google Scholar

Garcia-Montojo, M., and Nath, A. (2021). HERV-W Envelope Expression in Blood Leukocytes as a Marker of Disease Severity of COVID-19. EBioMedicine 67, 103363. doi:10.1016/j.ebiom.2021.103363

PubMed Abstract | CrossRef Full Text | Google Scholar

Gassó, P., Ritter, M. A., Mas, S., and Lafuente, A. (2014). Influence of ABO Genotype and Phenotype on Angiotensin-Converting Enzyme Plasma Activity. J. Renin Angiotensin Aldosterone Syst. 15 (4), 580–584. doi:10.1177/1470320313510583

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., Bramanti, B., Serino, M. L., Secchiero, P., Zauli, G., and Tisato, V. (2020). COVID-19 and Individual Genetic Susceptibility/Receptivity: Role of ACE1/ACE2 Genes, Immunity, Inflammation and Coagulation. Might the Double X-Chromosome in Females Be Protective against SARS-CoV-2 Compared to the Single X-Chromosome in Males? Int. J. Mol. Sci. 21 (10), 3474. doi:10.3390/ijms21103474

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., Burini, F., Talarico, A., Fabbri, M., Bertocco, C., Vigliano, M., et al. (2016). The Active Metabolite of Warfarin (3'-Hydroxywarfarin) and Correlation with INR, Warfarin and Drug Weekly Dosage in Patients under Oral Anticoagulant Therapy: A Pharmacogenetics Study. PLoS One 11 (9), e0162084. doi:10.1371/journal.pone.0162084

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., De Mattei, M., Catozzi, L., Della Porta, M., Serino, M. L., Ambrosio, C., et al. (2009). DHFR 19-bp Insertion/deletion Polymorphism and MTHFR C677T in Adult Acute Lymphoblastic Leukaemia: Is the Risk Reduction Due to Intracellular Folate Unbalancing? Am. J. Hematol. 84 (8), 526–529. doi:10.1002/ajh.21451

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., and Tisato, V. (2020). Genetic Hypothesis and Pharmacogenetics Side of Renin-Angiotensin-System in COVID-19. Genes. (Basel) 11 (9), 1044. doi:10.3390/genes11091044

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., Varani, K., Bramanti, B., Piva, R., Bonaccorsi, G., Trentini, A., et al. (2019). "Bridging the Gap" Everything that Could Have Been Avoided if We Had Applied Gender Medicine, Pharmacogenetics and Personalized Medicine in the Gender-Omics and Sex-Omics Era. Int. J. Mol. Sci. 21 (1), 296. doi:10.3390/ijms21010296

PubMed Abstract | CrossRef Full Text | Google Scholar

Gemmati, D., and Tisato, V. (2022). “Genomic and Epigenomic Signature at the Branch-point Among Genome, Phenome and Sexome in Health and Disease: a Multi-Omics Approach,” in Principles of Gender-specific Medicine: The Sex-specific Biology in the Post-Genomic Era. Editor M. J. Legato. 4th Edition (New York: Elsevier). (in press).

Google Scholar

Gil Martínez, V., Avedillo Salas, A., and Santander Ballestín, S. (2021). Antiviral Therapeutic Approaches for SARS-CoV-2 Infection: A Systematic Review. Pharm. (Basel) 14 (8), 736. doi:10.3390/ph14080736

CrossRef Full Text | Google Scholar

Gordon, E. M., Ravicz, J. R., Liu, S., Chawla, S. P., and Hall, F. L. (2018). Cell Cycle Checkpoint Control: The Cyclin G1/Mdm2/p53 axis Emerges as a Strategic Target for Broad-Spectrum Cancer Gene Therapy - A Review of Molecular Mechanisms for Oncologists. Mol. Clin. Oncol. 9 (2), 115–134. doi:10.3892/mco.2018.1657

PubMed Abstract | CrossRef Full Text | Google Scholar

Groff, D., Sun, A., Ssentongo, A. E., Ba, D. M., Parsons, N., Poudel, G. R., et al. (2021). Short-term and Long-Term Rates of Postacute Sequelae of SARS-CoV-2 Infection: A Systematic Review. JAMA Netw. Open 4 (10), e2128568. doi:10.1001/jamanetworkopen.2021.28568

PubMed Abstract | CrossRef Full Text | Google Scholar

Guo, X., Zhu, Y., and Hong, Y. (2020). Decreased Mortality of COVID-19 with Renin-Angiotensin-Aldosterone System Inhibitors Therapy in Patients with Hypertension: A Meta-Analysis. Hypertension 76 (2), e13–e14. doi:10.1161/HYPERTENSIONAHA.120.15572

PubMed Abstract | CrossRef Full Text | Google Scholar

Hariharan, A., Hakeem, A. R., Radhakrishnan, S., Reddy, M. S., and Rela, M. (2021). The Role and Therapeutic Potential of NF-Kappa-B Pathway in Severe COVID-19 Patients. Inflammopharmacology 29 (1), 91–100. doi:10.1007/s10787-020-00773-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Hasankhani, A., Bahrami, A., Sheybani, N., Aria, B., Hemati, B., Fatehi, F., et al. (2021). Differential Co-expression Network Analysis Reveals Key Hub-High Traffic Genes as Potential Therapeutic Targets for COVID-19 Pandemic. Front. Immunol. 12 (5371), 789317. doi:10.3389/fimmu.2021.789317

PubMed Abstract | CrossRef Full Text | Google Scholar

Hemmat, N., Asadzadeh, Z., Ahangar, N. K., Alemohammad, H., Najafzadeh, B., Derakhshani, A., et al. (2021). The Roles of Signaling Pathways in SARS-CoV-2 Infection; Lessons Learned from SARS-CoV and MERS-CoV. Arch. Virol. 166 (3), 675–696. doi:10.1007/s00705-021-04958-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Hirano, T., and Murakami, M. (2020). COVID-19: A New Virus, but a Familiar Receptor and Cytokine Release Syndrome. Immunity 52 (5), 731–733. doi:10.1016/j.immuni.2020.04.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Hoffmann, M., Kleine-Weber, H., Schroeder, S., Krüger, N., Herrler, T., Erichsen, S., et al. (2020). SARS-CoV-2 Cell Entry Depends on ACE2 and TMPRSS2 and Is Blocked by a Clinically Proven Protease Inhibitor. Cell. 181 (2), 271–e8. e278. doi:10.1016/j.cell.2020.02.052

PubMed Abstract | CrossRef Full Text | Google Scholar

Hu, H., Wang, K., Wang, L., Du, Y., Chen, J., Li, Y., et al. (2021). He-Jie-Shen-Shi Decoction as an Adjuvant Therapy on Severe Coronavirus Disease 2019: A Retrospective Cohort and Potential Mechanistic Study. Front. Pharmacol. 12, 700498. doi:10.3389/fphar.2021.700498

PubMed Abstract | CrossRef Full Text | Google Scholar

Huang, C., Wang, Y., Li, X., Ren, L., Zhao, J., Hu, Y., et al. (2020). Clinical Features of Patients Infected with 2019 Novel Coronavirus in Wuhan, China. Lancet 395 (10223), 497–506. doi:10.1016/S0140-6736(20)30183-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Huang, W., Yang, W., Wang, Y., Zhao, Q., Gu, D., and Chen, R. (2006). Association Study of Angiotensin-Converting Enzyme 2 Gene (ACE2) Polymorphisms and Essential Hypertension in Northern Han Chinese. J. Hum. Hypertens. 20 (12), 968–971. doi:10.1038/sj.jhh.1002090

PubMed Abstract | CrossRef Full Text | Google Scholar

Huffman, J. E., Butler-Laporte, G., Khan, A., Pairo-Castineira, E., Drivas, T. G., Peloso, G. M., et al. (2022). Multi-ancestry Fine Mapping Implicates OAS1 Splicing in Risk of Severe COVID-19. Nat. Genet. 54 (2), 125–127. doi:10.1038/s41588-021-00996-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Husi, H., Sanchez-Niño, M. D., Delles, C., Mullen, W., Vlahou, A., Ortiz, A., et al. (2013). A Combinatorial Approach of Proteomics and Systems Biology in Unravelling the Mechanisms of Acute Kidney Injury (AKI): Involvement of NMDA Receptor GRIN1 in Murine AKI. BMC Syst. Biol. 7, 110. doi:10.1186/1752-0509-7-110

PubMed Abstract | CrossRef Full Text | Google Scholar

Iddir, M., Brito, A., Dingeo, G., Fernandez Del Campo, S. S., Samouda, H., La Frano, M. R., et al. (2020). Strengthening the Immune System and Reducing Inflammation and Oxidative Stress through Diet and Nutrition: Considerations during the COVID-19 Crisis. Nutrients 12 (6), 1562. doi:10.3390/nu12061562

PubMed Abstract | CrossRef Full Text | Google Scholar

Indraccolo, S., Tisato, V., Agata, S., Moserle, L., Ferrari, S., Callegaro, M., et al. (2006). Establishment and Characterization of Xenografts and Cancer Cell Cultures Derived from BRCA1 -/- Epithelial Ovarian Cancers. Eur. J. Cancer 42 (10), 1475–1483. doi:10.1016/j.ejca.2006.01.057

PubMed Abstract | CrossRef Full Text | Google Scholar

Israël, A. (2010). The IKK Complex, a Central Regulator of NF-kappaB Activation. Cold Spring Harb. Perspect. Biol. 2 (3), a000158. doi:10.1101/cshperspect.a000158

PubMed Abstract | CrossRef Full Text | Google Scholar

Itoyama, S., Keicho, N., Quy, T., Phi, N. C., Long, H. T., Ha, L. D., et al. (2004). ACE1 Polymorphism and Progression of SARS. Biochem. Biophys. Res. Commun. 323 (3), 1124–1129. doi:10.1016/j.bbrc.2004.08.208

PubMed Abstract | CrossRef Full Text | Google Scholar

Jabczyk, M., Nowak, J., Hudzik, B., and Zubelewicz-Szkodzińska, B. (2021). Diet, Probiotics and Their Impact on the Gut Microbiota during the COVID-19 Pandemic. Nutrients 13 (9), 3172. doi:10.3390/nu13093172

PubMed Abstract | CrossRef Full Text | Google Scholar

Jang, H., Park, S., Kim, J., Kim, J. H., Kim, S. Y., Cho, S., et al. (2020). The Tumor Suppressor, P53, Negatively Regulates Non-canonical NF-Κb Signaling through miRNAInduced Silencing of NF-Κb-Inducing Kinase. Mol. Cells 43 (1), 23–33. doi:10.14348/molcells.2019.0239

PubMed Abstract | CrossRef Full Text | Google Scholar

Jiang, H., and Mei, Y. F. (2021). SARS-CoV-2 Spike Impairs DNA Damage Repair and Inhibits V(D)J Recombination In Vitro. Viruses 13 (10), 2056. doi:10.3390/v13102056

PubMed Abstract | CrossRef Full Text | Google Scholar

Kaplan, N., Gonzalez, E., Peng, H., Batlle, D., and Lavker, R. M. (2021). Emerging Importance of ACE2 in External Stratified Epithelial Tissues. Mol. Cell. Endocrinol. 529, 111260. doi:10.1016/j.mce.2021.111260

PubMed Abstract | CrossRef Full Text | Google Scholar

Karin, M., and Ben-Neriah, Y. (2000). Phosphorylation Meets Ubiquitination: the Control of NF-[kappa]B Activity. Annu. Rev. Immunol. 18, 621–663. doi:10.1146/annurev.immunol.18.1.621

PubMed Abstract | CrossRef Full Text | Google Scholar

Kashatus, D., Cogswell, P., and Baldwin, A. S. (2006). Expression of the Bcl-3 Proto-Oncogene Suppresses P53 Activation. Genes. Dev. 20 (2), 225–235. doi:10.1101/gad.1352206

PubMed Abstract | CrossRef Full Text | Google Scholar

Khan, S., Shafiei, M. S., Longoria, C., Schoggins, J. W., Savani, R. C., and Zaki, H. (2021). SARS-CoV-2 Spike Protein Induces Inflammation via TLR2-dependent Activation of the NF-Κb Pathway. Elife 10, e68563. doi:10.7554/eLife.68563

PubMed Abstract | CrossRef Full Text | Google Scholar

Kircheis, R., Schuster, M., and Planz, O. (2021). COVID-19: Mechanistic Model of the African Paradox Supports the Central Role of the NF-Κb Pathway. Viruses 13 (9), 1887. doi:10.3390/v13091887

PubMed Abstract | CrossRef Full Text | Google Scholar

Kitazawa, K., Deinhardt-Emmer, S., Inomata, T., Deshpande, S., and Sotozono, C. (2021). The Transmission of SARS-CoV-2 Infection on the Ocular Surface and Prevention Strategies. Cells 10 (4), 796. doi:10.3390/cells10040796

PubMed Abstract | CrossRef Full Text | Google Scholar

Klein, A. M., de Queiroz, R. M., Venkatesh, D., and Prives, C. (2021). The Roles and Regulation of MDM2 and MDMX: it Is Not Just about P53. Genes. Dev. 35 (9-10), 575–601. doi:10.1101/gad.347872.120

PubMed Abstract | CrossRef Full Text | Google Scholar

Kwan, P. K. W., Cross, G. B., Naftalin, C. M., Ahidjo, B. A., Mok, C. K., Fanusi, F., et al. (2021). A Blood RNA Transcriptome Signature for COVID-19. BMC Med. Genomics 14 (1), 155. doi:10.1186/s12920-021-01006-w

PubMed Abstract | CrossRef Full Text | Google Scholar

Lahalle, A., Lacroix, M., De Blasio, C., Cissé, M. Y., Linares, L. K., and Le Cam, L. (2021). The P53 Pathway and Metabolism: The Tree that Hides the Forest. Cancers (Basel) 13 (1), 113. doi:10.3390/cancers13010133

CrossRef Full Text | Google Scholar

Ledford, H. (2021). COVID Antiviral Pills: what Scientists Still Want to Know. Nature 599 (7885), 358–359. doi:10.1038/d41586-021-03074-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Leu, J. I., Murphy, M. E., and George, D. L. (2013). The P53 Codon 72 Polymorphism Modifies the Cellular Response to Inflammatory Challenge in the Liver. J. Liver 2 (1), 117. doi:10.4172/2167-0889.1000117

PubMed Abstract | CrossRef Full Text | Google Scholar

Levine, A. J. (2020). P53 and the Immune Response: 40 Years of Exploration-A Plan for the Future. Int. J. Mol. Sci. 21 (2), 541. doi:10.3390/ijms21020541

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, R., and Qin, C. (2021). Expression Pattern and Function of SARS-CoV-2 Receptor ACE2. Biosaf. Health 3 (6), 312–318. doi:10.1016/j.bsheal.2021.08.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, Y. Y. (2012). Lack of Association of ACE2 G8790A Gene Mutation with Essential Hypertension in the Chinese Population: A Meta-Analysis Involving 5260 Subjects. Front. Physiol. 3, 364. doi:10.3389/fphys.2012.00364

PubMed Abstract | CrossRef Full Text | Google Scholar

Lin, H., Wang, X., Liu, M., Huang, M., Shen, Z., Feng, J., et al. (2021). Exploring the Treatment of COVID ‐19 with Yinqiao Powder Based on Network Pharmacology. Phytotherapy Res. 35, 2651–2664. doi:10.1002/ptr.7012

CrossRef Full Text | Google Scholar

Ling, Y., van Herpt, T. T., van Hoek, M., Dehghan, A., Hofman, A., Uitterlinden, A. G., et al. (2014). A Genetic Variant in SLC6A20 Is Associated with Type 2 Diabetes in White-European and Chinese Populations. Diabet. Med. 31 (11), 1350–1356. doi:10.1111/dme.12528

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, L., Wang, P., Nair, M. S., Yu, J., Rapp, M., Wang, Q., et al. (2020). Potent Neutralizing Antibodies against Multiple Epitopes on SARS-CoV-2 Spike. Nature 584 (7821), 450–456. doi:10.1038/s41586-020-2571-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, T., Zhang, L., Joo, D., and Sun, S. C. (2017). NF-κB Signaling in Inflammation. Signal Transduct. Target Ther. 2, 17023. doi:10.1038/sigtrans.2017.23

PubMed Abstract | CrossRef Full Text | Google Scholar

Lodhi, N., Singh, R., Rajput, S. P., and Saquib, Q. (2021). SARS-CoV-2: Understanding the Transcriptional Regulation of ACE2 and TMPRSS2 and the Role of Single Nucleotide Polymorphism (SNP) at Codon 72 of P53 in the Innate Immune Response against Virus Infection. Int. J. Mol. Sci. 22 (16), 8660. doi:10.3390/ijms22168660

PubMed Abstract | CrossRef Full Text | Google Scholar

Luo, J. L., Kamata, H., and Karin, M. (2005). IKK/NF-kappaB Signaling: Balancing Life and Death-Aa New Approach to Cancer Therapy. J. Clin. Investig. 115 (10), 2625–2632. doi:10.1172/JCI26322

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma, Q., Li, R., Pan, W., Huang, W., Liu, B., Xie, Y., et al. (2020a). Phillyrin (KD-1) Exerts Anti-viral and Anti-inflammatory Activities against Novel Coronavirus (SARS-CoV-2) and Human Coronavirus 229E (HCoV-229E) by Suppressing the Nuclear Factor Kappa B (NF-Κb) Signaling Pathway. Phytomedicine 78, 153296. doi:10.1016/j.phymed.2020.153296

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma, Q., Pan, W., Li, R., Liu, B., Li, C., Xie, Y., et al. (2020b). Liu Shen Capsule Shows Antiviral and Anti-inflammatory Abilities against Novel Coronavirus SARS-CoV-2 via Suppression of NF-Κb Signaling Pathway. Pharmacol. Res. 158, 104850. doi:10.1016/j.phrs.2020.104850

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma, R., Gan, L., Jiang, S., Ding, P., Chen, D., Wu, J., et al. (2021). High Expression of SARS-CoV-2 Entry Factors in Human Conjunctival Goblet Cells. Exp. Eye Res. 205, 108501. doi:10.1016/j.exer.2021.108501

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma-Lauer, Y., Carbajo-Lozoya, J., Hein, M. Y., Müller, M. A., Deng, W., Lei, J., et al. (2016). 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. U. S. A. 113 (35), E5192–E5201. doi:10.1073/pnas.1603435113

PubMed Abstract | CrossRef Full Text | Google Scholar

Machado, D., Pizzorno, A., Hoffmann, J., Traversier, A., Endtz, H., Lina, B., et al. (2018). Role of p53/NF-Κb Functional Balance in Respiratory Syncytial Virus-Induced Inflammation Response. J. Gen. Virol. 99 (4), 489–500. doi:10.1099/jgv.0.001040

PubMed Abstract | CrossRef Full Text | Google Scholar

Major, J., Crotta, S., Llorian, M., McCabe, T. M., Gad, H. H., Priestnall, S. L., et al. (2020). Type I and III Interferons Disrupt Lung Epithelial Repair during Recovery from Viral Infection. Science 369 (6504), 712–717. doi:10.1126/science.abc2061

PubMed Abstract | CrossRef Full Text | Google Scholar

Mancia, G., Rea, F., Ludergnani, M., Apolone, G., and Corrao, G. (2020). Renin-Angiotensin-Aldosterone System Blockers and the Risk of Covid-19. N. Engl. J. Med. 382 (25), 2431–2440. doi:10.1056/NEJMoa2006923

PubMed Abstract | CrossRef Full Text | Google Scholar

Matlashewski, G. J., Tuck, S., Pim, D., Lamb, P., Schneider, J., and Crawford, L. V. (1987). Primary Structure Polymorphism at Amino Acid Residue 72 of Human P53. Mol. Cell. Biol. 7 (2), 961–963. doi:10.1128/mcb.7.2.961-963.1987

PubMed Abstract | CrossRef Full Text | Google Scholar

Mehra, M. R., Desai, S. S., Kuy, S., Henry, T. D., and Patel, A. N. (2020). Retraction: Cardiovascular Disease, Drug Therapy, and Mortality in Covid-19. N Engl J Med. DOI: 10.1056/NEJMoa2007621. N. Engl. J. Med. 382 (25), 2582. doi:10.1056/NEJMoa200762110.1056/NEJMc2021225

PubMed Abstract | CrossRef Full Text | Google Scholar

Mehta, S., Campbell, H., Drummond, C. J., Li, K., Murray, K., Slatter, T., et al. (2021). Adaptive Homeostasis and the P53 Isoform Network. EMBO Rep. 22 (12), e53085. doi:10.15252/embr.202153085

PubMed Abstract | CrossRef Full Text | Google Scholar

Merad, M., Blish, C. A., Sallusto, F., and Iwasaki, A. (2022). The Immunology and Immunopathology of COVID-19. Science 375 (6585), 1122–1127. doi:10.1126/science.abm8108

PubMed Abstract | CrossRef Full Text | Google Scholar

Min, L. J., Mogi, M., Iwai, M., and Horiuchi, M. (2009). Signaling Mechanisms of Angiotensin II in Regulating Vascular Senescence. Ageing Res. Rev. 8 (2), 113–121. doi:10.1016/j.arr.2008.12.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Mussbacher, M., Salzmann, M., Brostjan, C., Hoesel, B., Schoergenhofer, C., Datler, H., et al. (2019). Cell Type-specific Roles of NF-Κb Linking Inflammation and Thrombosis. Front. Immunol. 10, 85. doi:10.3389/fimmu.2019.00085

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagpal, I., and Yuan, Z. M. (2021). The Basally Expressed P53-Mediated Homeostatic Function. Front. Cell. Dev. Biol. 9, 775312. doi:10.3389/fcell.2021.775312

PubMed Abstract | CrossRef Full Text | Google Scholar

Nakanishi, T., Pigazzini, S., Degenhardt, F., Cordioli, M., Butler-Laporte, G., Maya-Miles, D., et al. (2021). Age-dependent Impact of the Major Common Genetic Risk Factor for COVID-19 on Severity and Mortality. J. Clin. Investig. 131 (23), e152386. doi:10.1172/JCI152386

PubMed Abstract | CrossRef Full Text | Google Scholar

Nalbandian, A., Sehgal, K., Gupta, A., Madhavan, M. V., McGroder, C., Stevens, J. S., et al. (2021). Post-acute COVID-19 Syndrome. Nat. Med. 27 (4), 601–615. doi:10.1038/s41591-021-01283-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Nallusamy, S., Mannu, J., Ravikumar, C., Angamuthu, K., Nathan, B., Nachimuthu, K., et al. (2021). Exploring Phytochemicals of Traditional Medicinal Plants Exhibiting Inhibitory Activity against Main Protease, Spike Glycoprotein, RNA-dependent RNA Polymerase and Non-structural Proteins of SARS-CoV-2 through Virtual Screening. Front. Pharmacol. 12, 667704. doi:10.3389/fphar.2021.667704

PubMed Abstract | CrossRef Full Text | Google Scholar

Nilsson-Payant, B. E., Uhl, S., Grimont, A., Doane, A. S., Cohen, P., Patel, R. S., et al. (2021). The NF-Κb Transcriptional Footprint Is Essential for SARS-CoV-2 Replication. J. Virol. 95 (23), e0125721. doi:10.1128/JVI.01257-21

PubMed Abstract | CrossRef Full Text | Google Scholar

Osipiuk, J., Azizi, S. A., Dvorkin, S., Endres, M., Jedrzejczak, R., Jones, K. A., et al. (2021). Structure of Papain-like Protease from SARS-CoV-2 and its Complexes with Non-covalent Inhibitors. Nat. Commun. 12 (1), 743. doi:10.1038/s41467-021-21060-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Pandey, A., Goru, S. K., Kadakol, A., Malek, V., and Gaikwad, A. B. (2015). Differential Regulation of Angiotensin Converting Enzyme 2 and Nuclear Factor-Κb by Angiotensin II Receptor Subtypes in Type 2 Diabetic Kidney. Biochimie 118, 71–81. doi:10.1016/j.biochi.2015.08.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Pandey, A. T, Pandey, I., Zamboni, P., Gemmati, D., Kanase, A., Singh, A. V., et al. (2020). Traditional Herbal Remedies with a Multifunctional Therapeutic Approach as an Implication in COVID-19 Associated Co-infections. Coatings 10 (8), 761. doi:10.3390/coatings10080761

CrossRef Full Text | Google Scholar

Parmeggiani, F., Costagliola, C., Gemmati, D., D'Angelo, S., Perri, P., Campa, C., et al. (2008). Coagulation Gene Predictors of Photodynamic Therapy for Occult Choroidal Neovascularization in Age-Related Macular Degeneration. Investig. Ophthalmol. Vis. Sci. 49 (7), 3100–3106. doi:10.1167/iovs.07-1654

CrossRef Full Text | Google Scholar

Perkins, N. D. (2007). Integrating Cell-Signalling Pathways with NF-kappaB and IKK Function. Nat. Rev. Mol. Cell. Biol. 8 (1), 49–62. doi:10.1038/nrm2083

PubMed Abstract | CrossRef Full Text | Google Scholar

Pinheiro, D. S., Santos, R. S., Jardim, P. C. B. V., Silva, E. G., Reis, A. A. S., Pedrino, G. R., et al. (2019). The Combination of ACE I/D and ACE2 G8790A Polymorphisms Revels Susceptibility to Hypertension: A Genetic Association Study in Brazilian Patients. PLoS One 14 (8), e0221248. doi:10.1371/journal.pone.0221248

PubMed Abstract | CrossRef Full Text | Google Scholar

Purwaningroom, D. L. P., Saifurrohman, M., Widodo, N., Putri, J. F., and Lukitasari, M. (2015). Alteration of Splicing Pattern on Angiotensin Converting Enzyme Gene Due to the Insertion of Alu Elements. Int. J. Comput. Biol. 4 (4 2), 53–58. doi:10.34040/IJCB.4.2.2015.61

CrossRef Full Text | Google Scholar

Qin, X., Huang, C., Wu, K., Li, Y., Liang, X., Su, M., et al. (2021). Anti-coronavirus Disease 2019 (COVID-19) Targets and Mechanisms of Puerarin. J. Cell. Mol. Med. 25 (2), 677–685. doi:10.1111/jcmm.16117

PubMed Abstract | CrossRef Full Text | Google Scholar

Rahaman, M., Komanapalli, J., Mukherjee, M., Byram, P. K., Sahoo, S., and Chakravorty, N. (2021). Decrypting the Role of Predicted SARS-CoV-2 miRNAs in COVID-19 Pathogenesis: A Bioinformatics Approach. Comput. Biol. Med. 136, 104669. doi:10.1016/j.compbiomed.2021.104669

PubMed Abstract | CrossRef Full Text | Google Scholar

Ramaiah, M. J. (2020). mTOR Inhibition and P53 Activation, microRNAs: The Possible Therapy against Pandemic COVID-19. Gene Rep. 20, 100765. doi:10.1016/j.genrep.2020.100765

PubMed Abstract | CrossRef Full Text | Google Scholar

Reynolds, H. R., Adhikari, S., Pulgarin, C., Troxel, A. B., Iturrate, E., Johnson, S. B., et al. (2020). Renin-Angiotensin-Aldosterone System Inhibitors and Risk of Covid-19. N. Engl. J. Med. 382 (25), 2441–2448. doi:10.1056/NEJMoa2008975

PubMed Abstract | CrossRef Full Text | Google Scholar

Saini, S., Saini, A., Thakur, C. J., Kumar, V., Gupta, R. D., and Sharma, J. K. (2020). Genome-wide Computational Prediction of miRNAs in Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Revealed Target Genes Involved in Pulmonary Vasculature and Antiviral Innate Immunity. Mol. Biol. Res. Commun. 9 (2), 83–91. doi:10.22099/mbrc.2020.36507.1487

PubMed Abstract | CrossRef Full Text | Google Scholar

Salazar, M. R., González, S. E., Regairaz, L., Ferrando, N. S., González Martínez, V. V., Carrera Ramos, P. M., et al. (2021). Risk Factors for COVID-19 Mortality: The Effect of Convalescent Plasma Administration. PLoS One 16 (4), e0250386. doi:10.1371/journal.pone.0250386

PubMed Abstract | CrossRef Full Text | Google Scholar

Sallenave, J. M., and Guillot, L. (2020). Innate Immune Signaling and Proteolytic Pathways in the Resolution or Exacerbation of SARS-CoV-2 in Covid-19: Key Therapeutic Targets? Front. Immunol. 11, 1229. doi:10.3389/fimmu.2020.01229

PubMed Abstract | CrossRef Full Text | Google Scholar

Santoro, M. G., Rossi, A., and Amici, C. (2003). NF-kappaB and Virus Infection: Who Controls Whom. EMBO J. 22 (11), 2552–2560. doi:10.1093/emboj/cdg267

PubMed Abstract | CrossRef Full Text | Google Scholar

Sasamoto, Y., Lee, C. A. A., Yoshihara, M., Martin, G., Ksander, B. R., Frank, M. H., et al. (2022). High Expression of SARS-CoV2 Viral Entry-Related Proteins in Human Limbal Stem Cells. Ocular Surf. 23, 197–200. doi:10.1016/j.jtos.2021.10.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Schmiedel, B. J., Rocha, J., Gonzalez-Colin, C., Bhattacharyya, S., Madrigal, A., Ottensmeier, C. H., et al. (2021). COVID-19 Genetic Risk Variants Are Associated with Expression of Multiple Genes in Diverse Immune Cell Types. Nat. Commun. 12 (1), 6760. doi:10.1038/s41467-021-26888-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Severe Covid-19 GWAS Group (2020). Genomewide Association Study of Severe Covid-19 with Respiratory Failure. N. Engl. J. Med. 383 (16), 1522–1534. doi:10.1056/NEJMoa2020283

PubMed Abstract | CrossRef Full Text | Google Scholar

Shi, D., and Jiang, P. (2021). A Different Facet of P53 Function: Regulation of Immunity and Inflammation during Tumor Development. Front. Cell. Dev. Biol. 9, 762651. doi:10.3389/fcell.2021.762651

PubMed Abstract | CrossRef Full Text | Google Scholar

Singh, N., and Bharara Singh, A. (2020). S2 Subunit of SARS-nCoV-2 Interacts with Tumor Suppressor Protein P53 and BRCA: an In Silico Study. Transl. Oncol. 13 (10), 100814. doi:10.1016/j.tranon.2020.100814

PubMed Abstract | CrossRef Full Text | Google Scholar

Smith, P. O., Jin, P., and Rahman, K. M. (2022). Strategies for Drug Repurposing against Coronavirus Targets. Curr. Res. Pharmacol. Drug Discov. 3, 100072. doi:10.1016/j.crphar.2021.100072

PubMed Abstract | CrossRef Full Text | Google Scholar

Smyth, L. J., Cañadas-Garre, M., Cappa, R. C., Maxwell, A. P., and McKnight, A. J. (2019). Genetic Associations between Genes in the Renin-Angiotensin-Aldosterone System and Renal Disease: a Systematic Review and Meta-Analysis. BMJ Open 9 (4), e026777. doi:10.1136/bmjopen-2018-026777

PubMed Abstract | CrossRef Full Text | Google Scholar

Sohn, K. M., Lee, S. G., Kim, H. J., Cheon, S., Jeong, H., Lee, J., et al. (2020). COVID-19 Patients Upregulate Toll-like Receptor 4-mediated Inflammatory Signaling that Mimics Bacterial Sepsis. J. Korean Med. Sci. 35 (38), e343. doi:10.3346/jkms.2020.35.e343

PubMed Abstract | CrossRef Full Text | Google Scholar

Soriano, J. B., Murthy, S., Marshall, J. C., Relan, P., and Diaz, J. V. (2021). A Clinical Case Definition of Post-COVID-19 Condition by a Delphi Consensus. Lancet Infect. Dis. 22 (4), e102–e107. doi:10.1016/S1473-3099(21)00703-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Su, Y., Yuan, D., Chen, D. G., Ng, R. H., Wang, K., Choi, J., et al. (2022). Multiple Early Factors Anticipate Post-acute COVID-19 Sequelae. Cell. 185 (5), 881–e20. e820. doi:10.1016/j.cell.2022.01.014

PubMed Abstract | CrossRef Full Text | Google Scholar

Sukasem, C., Tunthong, R., Chamnanphon, M., Santon, S., Jantararoungtong, T., Koomdee, N., et al. (2013). CYP2C19 Polymorphisms in the Thai Population and the Clinical Response to Clopidogrel in Patients with Atherothrombotic-Risk Factors. Pharmgenomics Pers. Med. 6, 85–91. doi:10.2147/PGPM.S42332

PubMed Abstract | CrossRef Full Text | Google Scholar

Sukprasong, R., Chuwongwattana, S., Koomdee, N., Jantararoungtong, T., Prommas, S., Jinda, P., et al. (2021). Allele Frequencies of Single Nucleotide Polymorphisms of Clinically Important Drug-Metabolizing Enzymes CYP2C9, CYP2C19, and CYP3A4 in a Thai Population. Sci. Rep. 11 (1), 12343. doi:10.1038/s41598-021-90969-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Sultana, J., Crisafulli, S., Gabbay, F., Lynn, E., Shakir, S., and Trifirò, G. (2020). Challenges for Drug Repurposing in the COVID-19 Pandemic Era. Front. Pharmacol. 11, 588654. doi:10.3389/fphar.2020.588654

PubMed Abstract | CrossRef Full Text | Google Scholar

Terao, C., Bayoumi, N., McKenzie, C. A., Zelenika, D., Muro, S., Mishima, M., et al. (2013). Quantitative Variation in Plasma Angiotensin-I Converting Enzyme Activity Shows Allelic Heterogeneity in the ABO Blood Group Locus. Ann. Hum. Genet. 77 (6), 465–471. doi:10.1111/ahg.12034

PubMed Abstract | CrossRef Full Text | Google Scholar

Tergaonkar, V., Pando, M., Vafa, O., Wahl, G., and Verma, I. (2002). p53 Stabilization Is Decreased upon NFkappaB Activation: a Role for NFkappaB in Acquisition of Resistance to Chemotherapy. Cancer Cell. 1 (5), 493–503. doi:10.1016/s1535-6108(02)00068-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Tergaonkar, V., and Perkins, N. D. (2007). p53 and NF-kappaB Crosstalk: IKKalpha Tips the Balance. Mol. Cell. 26 (2), 158–159. doi:10.1016/j.molcel.2007.04.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Tisato, V., Muggeo, P., Lupiano, T., Longo, G., Serino, M. L., Grassi, M., et al. (2019). Maternal Haplotypes in DHFR Promoter and MTHFR Gene in Tuning Childhood Acute Lymphoblastic Leukemia Onset-Latency: Genetic/Epigenetic Mother/Child Dyad Study (GEMCDS). Genes. (Basel) 10 (9), 634. doi:10.3390/genes10090634

PubMed Abstract | CrossRef Full Text | Google Scholar

Tisato, V., Voltan, R., Gonelli, A., Secchiero, P., and Zauli, G. (2017). MDM2/X Inhibitors under Clinical Evaluation: Perspectives for the Management of Hematological Malignancies and Pediatric Cancer. J. Hematol. Oncol. 10 (1), 133. doi:10.1186/s13045-017-0500-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Tisato, V., Zuliani, G., Vigliano, M., Longo, G., Franchini, E., Secchiero, P., et al. (2018). Gene-gene Interactions Among Coding Genes of Iron-Homeostasis Proteins and APOE-Alleles in Cognitive Impairment Diseases. PLoS One 13 (3), e0193867. doi:10.1371/journal.pone.0193867

PubMed Abstract | CrossRef Full Text | Google Scholar

Tisato, V., Silva, J. A., Longo, G., Gallo, I., Singh, A. V., Milani, D., et al. (2021). Genetics and Epigenetics of One-Carbon Metabolism Pathway in Autism Spectrum Disorder: A Sex-specific Brain Epigenome? Genes. 12 (5), 782. doi:10.3390/genes12050782

PubMed Abstract | CrossRef Full Text | Google Scholar

Tovo, P. A., Garazzino, S., Daprà, V., Pruccoli, G., Calvi, C., Mignone, F., et al. (2021). COVID-19 in Children: Expressions of Type I/II/III Interferons, TRIM28, SETDB1, and Endogenous Retroviruses in Mild and Severe Cases. Int. J. Mol. Sci. 22 (14). doi:10.3390/ijms22147481

CrossRef Full Text | Google Scholar

Tran, V.-T., Perrodeau, E., Saldanha, J., Pane, I., and Ravaud, P. (2022). Efficacy of COVID-19 Vaccination on the Symptoms of Patients with Long COVID: a Target Trial Emulation Using Data from the ComPaRe E-Cohort in France. Res. Square (Preprint (Version 1) available at Research Square). doi:10.21203/rs.3.rs-1350429/v1

CrossRef Full Text | Google Scholar

Uddin, M. A., and Barabutis, N. (2020). P53 in the Impaired Lungs. DNA Repair (Amst) 95, 102952. doi:10.1016/j.dnarep.2020.102952

PubMed Abstract | CrossRef Full Text | Google Scholar

Van Antwerp, D. J., Martin, S. J., Kafri, T., Green, D. R., and Verma, I. M. (1996). Suppression of TNF-Alpha-Induced Apoptosis by NF-kappaB. Science 274 (5288), 787–789. doi:10.1126/science.274.5288.787

PubMed Abstract | CrossRef Full Text | Google Scholar

V’kovski, P., Kratzel, A., Steiner, S., Stalder, H., and Thiel, V. (2021). Coronavirus Biology and Replication: Implications for SARS-CoV-2. Nat. Rev. Microbiol. 19 (3), 155–170. doi:10.1038/s41579-020-00468-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Vuille-dit-Bille, R. N., Camargo, S. M., Emmenegger, L., Sasse, T., Kummer, E., Jando, J., et al. (2015). Human Intestine Luminal ACE2 and Amino Acid Transporter Expression Increased by ACE-Inhibitors. Amino Acids 47 (4), 693–705. doi:10.1007/s00726-014-1889-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Webster, G. A., and Perkins, N. D. (1999). Transcriptional Cross Talk between NF-kappaB and P53. Mol. Cell. Biol. 19 (5), 3485–3495. doi:10.1128/MCB.19.5.3485

PubMed Abstract | CrossRef Full Text | Google Scholar

Widodo, N., Wisnasari, S., Saifur Rohman, M., Yunita, L., Lukitasari, M., Nuril, M., et al. (2017). Alu Insertion/deletion of ACE Gene Polymorphism Might Not Affect Significantly the Serum Bradykinin Level in Hypertensive Patients Taking ACE Inhibitors. Egypt. J. Med. Hum. Genet. 18 (2), 187–191. doi:10.1016/j.ejmhg.2016.08.001

CrossRef Full Text | Google Scholar

Wiley, C. D., Schaum, N., Alimirah, F., Lopez-Dominguez, J. A., Orjalo, A. V., Scott, G., et al. (2018). Small-molecule MDM2 Antagonists Attenuate the Senescence-Associated Secretory Phenotype. Sci. Rep. 8 (1), 2410. doi:10.1038/s41598-018-20000-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, Y. H., Li, J. Y., Wang, C., Zhang, L. M., and Qiao, H. (2017). The ACE2 G8790A Polymorphism: Involvement in Type 2 Diabetes Mellitus Combined with Cerebral Stroke. J. Clin. Lab. Anal. 31 (2), e22033. doi:10.1002/jcla.22033

PubMed Abstract | CrossRef Full Text | Google Scholar

Xu, Y., Baylink, D. J., Chen, C. S., Reeves, M. E., Xiao, J., Lacy, C., et al. (2020). The Importance of Vitamin D Metabolism as a Potential Prophylactic, Immunoregulatory and Neuroprotective Treatment for COVID-19. J. Transl. Med. 18 (1), 322. doi:10.1186/s12967-020-02488-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Yamamoto, N., Ariumi, Y., Nishida, N., Yamamoto, R., Bauer, G., Gojobori, T., et al. (2020). SARS-CoV-2 Infections and COVID-19 Mortalities Strongly Correlate with ACE1 I/D Genotype. Gene 758, 144944. doi:10.1016/j.gene.2020.144944

PubMed Abstract | CrossRef Full Text | Google Scholar

Yan, S., and Wu, G. (2021). Spatial and Temporal Roles of SARS‐CoV PL Pro -A Snapshot. FASEB J. 35 (1), e21197. doi:10.1096/fj.202002271

PubMed Abstract | CrossRef Full Text | Google Scholar

Yang, M., Zhao, J., Xing, L., and Shi, L. (2015). The Association between Angiotensin-Converting Enzyme 2 Polymorphisms and Essential Hypertension Risk: A Meta-Analysis Involving 14,122 Patients. J. Renin Angiotensin Aldosterone Syst. 16 (4), 1240–1244. doi:10.1177/1470320314549221

PubMed Abstract | CrossRef Full Text | Google Scholar

Zamboni, P., and Gemmati, D. (2007). Clinical Implications of Gene Polymorphisms in Venous Leg Ulcer: a Model in Tissue Injury and Reparative Process. Thromb. Haemost. 98 (1), 131–137. doi:10.1160/TH06-11-0625

PubMed Abstract | CrossRef Full Text | Google Scholar

Zauli, G., Tisato, V., and Secchiero, P. (2020). Rationale for Considering Oral Idasanutlin as a Therapeutic Option for COVID-19 Patients. Front. Pharmacol. 11, 1156. doi:10.3389/fphar.2020.01156

PubMed Abstract | CrossRef Full Text | Google Scholar

Zeberg, H., and Pääbo, S. (2021). A Genomic Region Associated with Protection against Severe COVID-19 Is Inherited from Neandertals. Proc. Natl. Acad. Sci. U. S. A. 118 (9), e2026309118. doi:10.1073/pnas.2026309118

PubMed Abstract | CrossRef Full Text | Google Scholar

Zeberg, H., and Pääbo, S. (2020). The Major Genetic Risk Factor for Severe COVID-19 Is Inherited from Neanderthals. Nature 587 (7835), 610–612. doi:10.1038/s41586-020-2818-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, X., Wu, K., Wang, D., Yue, X., Song, D., Zhu, Y., et al. (2007). Nucleocapsid Protein of SARS-CoV Activates Interleukin-6 Expression through Cellular Transcription Factor NF-kappaB. Virology 365 (2), 324–335. doi:10.1016/j.virol.2007.04.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Y., Niu, G., Flisikowska, T., Schnieke, A., and Flisikowski, K. (2021). A Tissue- and Gender-specific Regulation of the SARS-CoV-2 Receptor ACE2 by P53 in Pigs. Biochem. Biophys. Res. Commun. 553, 25–29. doi:10.1016/j.bbrc.2021.03.068

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, Y., Zhao, Z., Wang, Y., Zhou, Y., Ma, Y., and Zuo, W. (2020). Single-Cell RNA Expression Profiling of ACE2, the Receptor of SARS-CoV-2. Am. J. Respir. Crit. Care Med. 202 (5), 756–759. doi:10.1164/rccm.202001-0179LE

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhong, W. G., Wang, Y., Zhu, H., and Zhao, X. (2012). Meta Analysis of Angiotensin-Converting Enzyme I/D Polymorphism as a Risk Factor for Preeclampsia in Chinese Women. Genet. Mol. Res. 11 (3), 2268–2276. doi:10.4238/2012.May.21.1

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhou, Y., Ingelman-Sundberg, M., and Lauschke, V. M. (2017). Worldwide Distribution of Cytochrome P450 Alleles: A Meta-Analysis of Population-Scale Sequencing Projects. Clin. Pharmacol. Ther. 102 (4), 688–700. doi:10.1002/cpt.690

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: SARS-CoV-2, p53, NF-kB, ACE2, cytokine-storm, omics, pharmacogenomics, ACE1

Citation: Milani D, Caruso L, Zauli E, Al Owaifeer AM, Secchiero P, Zauli G, Gemmati D and Tisato V (2022) p53/NF-kB Balance in SARS-CoV-2 Infection: From OMICs, Genomics and Pharmacogenomics Insights to Tailored Therapeutic Perspectives (COVIDomics). Front. Pharmacol. 13:871583. doi: 10.3389/fphar.2022.871583

Received: 08 February 2022; Accepted: 26 April 2022;
Published: 27 May 2022.

Edited by:

Raquel Montenegro, Federal University of Ceara, Brazil

Reviewed by:

Pedro Filho Noronha De Souza, Federal University of Ceara, Brazil

Copyright © 2022 Milani, Caruso, Zauli, Al Owaifeer, Secchiero, Zauli, Gemmati and Tisato. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Donato Gemmati, ZG9uYXRvLmdlbW1hdGlAdW5pZmUuaXQ=; Veronica Tisato, dmVyb25pY2EudGlzYXRvQHVuaWZlLml0

These authors have contributed equally to this work

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.