Skip to main content

REVIEW article

Front. Nutr., 08 September 2022
Sec. Nutritional Immunology

Nutritional senolytics and senomorphics: Implications to immune cells metabolism and aging – from theory to practice

  • 1Department of Biomedicine, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
  • 2i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
  • 3Nutritional Immunology – Clinical and Experimental Lab (NICE Lab), Clinical Research Unit, Centro de Investigação Interdisciplinar Egas Moniz (CiiEM, U4585 FCT), Egas Moniz Higher Education School, Monte de Caparica, Portugal
  • 4Applied Nutrition Study Group (Grupo de Estudos em Nutrição Aplicada – G.E.N.A.-IUEM), Egas Moniz Higher Education School, Monte de Caparica, Portugal
  • 5Instituto Universitário Egas Moniz, Egas Moniz Higher Education School, Monte de Caparica, Portugal

Aging is a natural physiological process, but one that poses major challenges in an increasingly aging society prone to greater health risks such as diabetes, cardiovascular disease, cancer, frailty, increased susceptibility to infection, and reduced response to vaccine regimens. The loss of capacity for cell regeneration and the surrounding tissue microenvironment itself is conditioned by genetic, metabolic, and even environmental factors, such as nutrition. The senescence of the immune system (immunosenescence) represents a challenge, especially when associated with the presence of age-related chronic inflammation (inflammaging) and affecting the metabolic programming of immune cells (immunometabolism). These aspects are linked to poorer health outcomes and therefore present an opportunity for host-directed interventions aimed at both eliminating senescent cells and curbing the underlying inflammation. Senotherapeutics are a class of drugs and natural products that delay, prevent, or reverse the senescence process – senolytics; or inhibit senescence-associated secretory phenotype – senomorphics. Natural senotherapeutics from food sources – nutritional senotherapeutics – may constitute an interesting way to achieve better age-associated outcomes through personalized nutrition. In this sense, the authors present herein a framework of nutritional senotherapeutics as an intervention targeting immunosenescence and immunometabolism, identifying research gaps in this area, and gathering information on concluded and ongoing clinical trials on this subject. Also, we present future directions and ideation for future clinical possibilities in this field.

Introduction

Aging is an inevitable physiological chain of events that ultimately affects all systems and organs (1). In an aging world that is more concerned with longevity (lifespan) rather than the quality of life (healthspan), the search for modulable factors that slow down this process has found enthusiasts in the research field (2, 3). In fact, cellular aging begins long before the chronological rate (4, 5). Aging has been defined as the time-dependent functional decline that affects living organisms and for which the following “hallmarks” have been proposed: altered intracellular communication, genomic instability, telomere attrition, epigenetic alterations, loss of proteostasis, deregulated nutrient-sensing, mitochondrial dysfunction, stem cell exhaustion, altered intracellular communication, and cellular senescence (6). Senescence, particularly at the level of immune cells, is responsible for the phenotypic alteration of the innate and adaptive immune system cells and a marked decline in their biological function (79). The recent COVID-19 pandemic has reinforced the importance of modulating the immune response as aging sets in, since the fragility, susceptibility, and severity of infection in older age groups were evident (1012). Nutrients can play a major role in immune cell metabolism, and nutrition (and particularly immunonutrition) as part of host-directed therapies is gradually acquiring greater scientific value in this area (13). In this context, and despite the increasing research on aging, senescence, and metabolism, there is room for further research regarding natural senolytic and senomorphic agents, which can be framed in a category of nutritional senolytics and senomorphics (1416). It is recognized that senolytics may delay, prevent, or even reverse the process of senescence and contribute to health span and even lifespan (1719). In another line of action, senomorphics indirectly impair the senescence process, acting as senescence-associated secretory phenotype inhibitors, dissociated from the process of cell killing (18, 20). In the first category, we highlight Quercetin, Fisetin, Piperlongumine, and Curcumin; and in the latter one, Resveratrol, Kaempferol, Apigenin, and Epigallocatechin gallate (EGCG) (16, 21). While biochemical and metabolic processes underlying the process of immunosenescence are more or less uncovered, the clinical applicability and efficacy of this type of senotherapeutics need to be addressed. In this article, we concisely describe the latest knowledge on the impact of nutritional senolytics and senomorphics on immune cell metabolism, we gathered information on concluded and ongoing clinical trials on this subject, and we present future directions for future clinical possibilities in this field. We will not address the use of these agents in age-associated pathologies, as previous studies already addressed those issues (21, 22).

Immunosenescence and immunometabolism

The process of senescence is hallmarked by the irreversible halting of the cell division process and the permanent growth arrest without apoptosis (1). This can be either a replicative or a cellular senescence process and accompanies living organisms as their lifespan increases (4). As discovered by Hayflick and Moorhead in 1961, cellular senescence regulates cell fate, as senescent cells have significant metabolic and functional differences from their healthy counterparts (23). Senescent cells (SCs) experience changes in homeostasis, with activation of signaling pathways such as nuclear factor kB (NF-kB) and increased secretion of pro-inflammatory cytokines, chemokines, proteases, growth factors, and lipids (24). These alterations reprogram cell secretory phenotype, conducing to a senescence-associated secretory phenotype (SASP) associated with inflammation in aging (inflammaging). In fact, NF-kB is one of the main intracellular pathways responsible for inducing the inflammatory response and the SASP induction (2527). Accumulation of SCs is, therefore, a direct cause of the aging process, mainly by autocrine and paracrine alteration of physiological responses in the surrounding microenvironment through SASP (22).

In Figure 1, we present SASP components and the main regulatory pathway activated in SCs (the NF-kB, through mechanistic target of rapamycin -mTOR, and PI3k/Akt pathways), responsible for SASP and related to increased chronic inflammation and other aging-associated conditions (28, 29). In fact, as well-stated, NF-κB is crucial for inflammation and is subjected to complex redox regulation: either through the oxidation of cysteines in its DNA-binding region or through the oxidation of the inhibitor of NF-κB kinases (IκB) (3033). Activation of NF-κB induces the gene transcription for inflammatory mediators such as IL-6 and IL-8. mTOR signaling is the main regulator through a positive feedback loop between NF-κB and interleukin (IL)-1α (3033). It also promotes IL-1α translation that plays a pivotal role in SASP maintenance affecting the regulation of the NF-κB and C/EBP β DNA binding activities, inducing IL-6 and IL-8 transcription (34, 35). Control of SASP expression through the enhanced translation of MAPK-activated protein kinase 2 (MAPKAPK2 or MK2) has also been reported (34, 35). MK2 kinase is also activated upon stress through the activation of p38 mitogen-activated protein kinases (p38MAPK) and this promotes the activation of NF-κB (36, 37). Tumor necrosis factor (TNF)-α induces phosphorylation of AK kinase, resulting in signal transducers and activators of transcription 3 (STAT3) phosphorylation that translocate to the nucleus, contributing to persistent NF-κB activation and enhanced SASP expression (36) also promoted by the PI3k/Akt pathway. Persistent SASP expression induces a microenvironment of chronic proinflammation that promotes tissue dysfunction and cellular aging and other age-associated conditions (4, 30). Resistance to apoptosis, which plays a critical role in the removal of damaged and pre-neoplastic cells, is another hallmark of cellular senescence (36, 38).

FIGURE 1
www.frontiersin.org

Figure 1. Schematic representation of main regulatory pathways activated in SCs (NF-kB, through mechanistic target of rapamycin -mTOR, and PI3k/Akt pathways) and production of proinflammatory and matrix-degrading mediator characteristics of SASP. SASP is related to increased chronic inflammation and other aging-associated conditions. Akt, protein kinase B; ATM, ataxia-telangiectasia mutated; BK, bradykinin; C, ceramides; EGF, epidermal growth factor; EGFR, epidermal growth factor receptor; IGFs, insulin-like growth factors; IL, interleukin; MMP, matrix metalloproteases; mTOR, mammalian target of rapamycin; NF-kB, nuclear factor-κB; PDK1, phosphoinositide-dependent kinase; Pi3K, phosphoinositide 3-kinases; PG, prostaglandin; SA-miRNA, senescence-associated microRNAs; TGF, transforming growth factor; TNF, tumor necrosis factor; ROS, reactive oxygen species. Created with BioRender.com.

As the aging process occurs, alterations in the immune response are expected – both in the innate and the adaptative systems (3941). This state of altered immune response was named immunosenescence by Roy Walford in 1969 (42). The overall characteristics and evolution of this concept were elegantly reviewed elsewhere (7, 27, 4345). Immunosenescence is affected by genetics, nutrition, previous encounters with microorganisms, biological and sex (although no differences between sexes were found regarding interventions targeting immunosenescence), and Human cytomegalovirus (HCMV) seropositivity (27). In Table 1, we synthesized the effect of aging on innate and adaptative immune systems. Aging is a malleable process, and the hallmarks of immunosenescence are influenced in a multifactorial way by both pharmacological therapies and nutrition; prompting the immune system as a target for interventions. The characteristics of immunosenescence are reduced ability to respond to new antigens, accumulation of memory T-cells, and low-grade inflammation; and these hallmarks are affected by individual exposure to pathogens during their lifetime [extensively reviewed in (27, 46)].

TABLE 1
www.frontiersin.org

Table 1. Summary of effects of aging on innate and adaptative immune systems.

There is in fact considerable evidence that both cellular and humoral immunity are affected by aging (although, there is more published evidence demonstrating age-related changes to the adaptive immune system, particularly T-cells) determining a state of apparent immunosuppression and auto-reactivity (autoimmunity) (4749). This is evidenced by the increased prevalence of infectious diseases in the elderly, both hospitalized and at home (11, 12, 50). Interestingly, cellular aging seems to be also accompanied by reinforcement of chronic low-grade inflammation by over-production of pro-inflammatory cytokines (IL-6, IL-1RA, TNF-α, IL-1, and C-reactive protein – CRP) by innate immunity – the previously reported inflammaging process (44, 5154). The inflammatory environment that characterizes inflammaging is favored by the constant recognition of stimuli (mainly of metabolic, immunological, and hormonal nature) by innate immunity receptors (55).

If initially, the concept of inflammaging was revealed to be a direct consequence of immunosenescence, the bidirectional relationship between innate and adaptive cells makes it increasingly recognized that inflammaging is induced by immunosenescence and vice versa (56). This age-related inflammation is therefore associated with the increased risk of obesity (57), diabetes (58), cancer (59), and cardiovascular disease (60) (age-related inflammatory diseases), along with increased vulnerability to infection and decreased response to vaccination and frailty (52), as it was observed during COVID-19 pandemic (55). Lifelong exposure to pathogens led to several repetitive T-cell replications that ultimately transform into late-differentiated effector memory T-cells with features of replicative senescence and reduced proliferative activity (27). Inflammaging results from the activation of signaling networks critical to inflammation, such as those regulated by NF-kB, particularly when combined with other stimuli – like senescent cells, circulating mitochondrial DNA, obesity, gut microbiota, and diet (27), highlighting the importance of a specific, even-tailored (precision/personalized) dietary pattern.

Senescence has a profound effect on the metabolic regulation of immune cells, and the interest of the scientific community in this topic has grown (13). Immunometabolism refers to the cellular metabolism that shapes the outcome of cellular development and immune functions, impacting metabolic reprogramming on the immune response and immune cell’s fate (6163). Cells’ immunometabolic profile directly influences activation, proliferative capacity, and quiescent state in tissues and in systemic circulation (13, 62). Not only does the functional specificity of each cell determine its biochemical needs, but each phenotype is influenced by factors such as pH, and nutrient and oxygen availability (64). Immunometabolism thus presents itself as essential for adequate immune function, since metabolic signaling regulates growth, proliferation, survival needs, and effector functions. Each immune cell subtype assumes different metabolic phenotypes to sustain energy balance supplies, biosynthesis demands, and longevity (36). For example, during an immune response, it is expected that resting immune cells (relatively inert) become activated, and this requires a change in metabolism – metabolic reprogramming crucial for immune response to pathogens. Immune cells rely on the combination of different metabolic pathways – glycolysis, aerobic glycolysis, tricarboxylic acid (TCA) cycle, and oxidative phosphorylation (OXPHOS) – to achieve function regulation (65, 66). Pro-inflammatory immune cells present a glycolytic phenotype – they are engaged in aerobic glycolysis. This phenotype allows the production of carbon intermediates and biosynthetic precursors vital for amino acids, nucleotides, and lipids synthesis that sustains active proliferation and production of inflammatory mediators, and allows cells to adapt to adverse conditions such as hypoxia (62). But immune cells can also use the TCA cycle and OXPHOS, especially when quiescent or non-proliferative and their main requirements are energy and longevity (62). Immunometabolism of different immune cell subsets was reviewed in (6770).

It is recognized that both chronological age and age-associated symptoms – systemic accumulation of SC – may impact immunometabolism. In fact, SC directly exacerbates various age-associated symptoms and contributes to immune cell dysfunction and immunometabolism imbalance. SC has distinctive features: permanent growth arrest; enlarged, vacuolated, and flattened shape; multinucleated with irregular nuclear forms; gradually more irresponsive to mitogens and growth factors; metabolically active; and increased senescence-associated β-galactosidase activity (SA-β-gal) (71, 72). Both CD4+ and CD8+ T-cells can acquire a senescent phenotype (SENT-cell), marked by loss of CD27 and CD28 and acquisition of KLRG1 and CD57 expression. These CD27 CD28 KLRG1+ CD57+ SENT-cells show shortened telomeres, DNA damage responses, constitutive activity of MAPK, and exhibit SASP, which differentiate them from effector T cells (71, 73). So, SENT-cells secrete cytotoxic mediators, express natural killer cell receptors (NKR), and recognize stress ligands induced by inflammation/infection. These features highlight the importance of SENT-cells in immunopathology, especially if related to aging and inflammation/infection (e.g., COVID-19) (71, 72).

When SC accumulates in tissues, a metabolic switch occurs. From a metabolic point of view, SC is more glycolytic than their non-senescent counterparts; and this increased reliance on glycolysis supports SASP production (74). Extensive activation of glycolytic pathways results in alterations in metabolite concentrations, pH, and redox homeostasis – which further negatively impacts the immune response (36). mTOR, AMP-activated protein kinase (AMPK), and sirtuins have been studied as potential targets for aging (7577). In fact, these three metabolic and nutrient sensing pathways, involved in the detection of nutrient scarcity and catabolism, are dysregulated during aging, connecting metabolic dysfunction to inflammaging (27, 36). So, targeting dysregulated metabolism or senescence seems to be interesting to improve aged immune responses, especially when facing infectious agents. Regarding SENT-cells, targeting IL-7 as a growth factor for naïve T cells, the use of checkpoint inhibitors to improve T-cell response in aging, and inhibition of MAPK and their interaction with nutrient-signaling pathways, have been pointed has potential targets for immunosenescence (27).

Genetic diseases have a significant impact in addition to the cellular and molecular changes brought on by immunosenescence (8). In fact, we can assume that the various environmental elements that affect immune function as we age, such as nutrition and the microbiome, act by inducing a physiological response that eventually becomes visible as a result of altered gene expression (8, 78). All biological processes are known to be regulated by epigenetic mechanisms, which manage gene transcription and translation. Disruptions in these mechanisms can cause an abnormal rise or fall in protein synthesis in aging cells (79). DNA methylation, histone changes, and microRNAs are some of the epigenetic mechanisms that are present in aging immune cells from the innate and adaptive immune systems (79). One of the important epigenetic factors known to regulate gene expression is DNA methylation, which is primarily restricted to CpG-rich regions grouped in the promoter region of the majority of genes (80). Several immune system cells have been found to have changes in DNA methylation with aging, which affect the proliferative capacity and functionality of these cells (8). For instance, decreased DNA methylation affects the phenotypic plasticity of monocytes, the generation of TNF-α by monocytes and peripheral blood mononuclear cells (PBMCs), the cytotoxicity of NK cells, Treg formation and function, and B cell activity (81). Additionally, affecting innate and adaptive immune responses is histone modification. Aged immune cells have been shown to exhibit cellular defects that result in the generation of pro-inflammatory cytokines including IL-6 and TNF-α as well as chronic inflammation (82). In animal models, senescence of T-cells and altered gene expression have both been linked to decreased histone methylation and acetylation (8). Regarding micro-RNAs, altered production of IL-6, TNF-α, and CXCL9 in dendritic cells and macrophages has been connected to the expression of several miRNAs in the aged (8, 79). B and T cell functionality can also be impacted by micro-RNA; for instance, lower expression of miR-92a in aged people has been linked to a reduction in the number of naive CD8+ T-cells, which results in terminal differentiation and exhaustion (83).

Immunosenescence and nutrition

Nutrition is an interesting way of modulating immune cell metabolism; indeed, nutrients play an important role in controlling immune responses. Some pathological conditions (like cancer and infection) highlight the concept of unequal nutrient availability to immune cells, where competitive nutrient uptake in immune microenvironments seems to be of major relevance for immune responses, especially in regulating immune cells’ fate (13, 84, 85). The study of the role of nutrients in immunometabolism has increased in recent years. If immunometabolism is dysregulated with immunosenescence, nutrition has a potential interest in reverting hallmarks of aging associated with metabolism and inflammation (85). Figure 2 presents the dynamic relationship between nutrition and immunosenescence, highlighting nutrition-related strategies to address aging-related alterations in immune cells. Within this topic, interesting studies have been carried out with micronutrients such as vitamin E and Zinc, with dietary patterns such as the Mediterranean Diet and even with caloric restriction (86). Studies on aged mice and people showed that supplementing with vitamin E improved immunological responses, especially in those with weakened immune systems (87, 88). Additionally, prior research found that Zn supplementation improved immunological function (89, 90). However, its favorable effects on the immunological response have not been consistently shown, notably in investigations involving humans. Therefore, additional research is required to ascertain the effectiveness of zinc in preventing infection in the elderly. Fresh fruits, which are rich in vitamins and nutrients, and a high intake of plant-based foods are characteristics of the traditional Mediterranean diet. MD has a very low saturated fat content and is enriched by polyunsaturated fatty acids, particularly omega-3 fatty acids. The potential protective effect of this diet on immune function was demonstrated by a wide range of in vitro and in vivo studies (9194). The majority of research demonstrating the beneficial effects of CR on immune response was then carried out on rodents, namely mice. The impact of CR was also studied in non-human primates and for the most part, they have generated similar results to those seen in rodent studies regarding the effect on immune response and several other age-related disorders (95). Recent findings from studies on humans indicate that these effects might also be relevant to people (96). Vitamin E and Zinc exert their functions mainly by reducing oxidative stress. In addition to the beneficial effects already described for the Mediterranean Diet, this dietary pattern has been linked to the downregulation of cell adhesion molecules such as Intercellular Adhesion Molecule (ICAM)-1 and Vascular Cell Adhesion Molecule (VCAM)-1, and proinflammatory mediators such as CPR and IL-6 (9799). Caloric restriction, associated to improved lifespan and healthspan, showed potential by downregulating IL-1β, IL-6, and TNF-α, and in reducing inflammation (100102). Another class of potential modulators of SASP and immunometabolism are the so-called senotherapeutics, particularly those considered nutritional senotherapeutics (14). This will be detailed below. Nevertheless, strategies to address immune “rejuvenation” in older individuals are needed, especially if engaged as targeted/tailored interventions inducing a safe “rejuvenation” of immune status rather than a non-specific “rejuvenation,” which could be counterproductive (27).

FIGURE 2
www.frontiersin.org

Figure 2. Relation between immunosenescence, inflammaging, and nutrition. Immune cells and the thymus are affected during the aging process. Thymic atrophy, reduction of naïve B- and T-cells, and increase in memory B- and T-cells are hallmarks of immunosenescence. These events together with increased low-grade inflammation (inflammaging) may constitute potential targets for nutritional interventions. Mediterranean diet, caloric restriction, vitamin E, zinc, and probiotics are possible modulators of immunosenescence and inflammaging. Nutritional senotherapeutics may be an additional form of targeting aging, as part of a personalized nutrition approach. TLR-4, toll-like receptor-4; STAT-1, signal transducer and activator of transcription 1; M1, macrophage M1 subpopulation. Created with BioRender.com.

Introduction to senotherapeutics: Senomorphics and senolytics

As stated earlier, SC and SASP can be viewed as targets for specific strategies to improve lifespan and healthspan. These strategies can include the selective killing of SC or selective blockade of SASP, through natural or synthetic products – called senotherapeutics. Senotherapeutics are divided into senolytics and senomorphics, both aiming at the elimination or the delay of cellular senescence, the aging process, and consequently age-associated pathologies. Clinical evidence on senotherapeutics remains scarce and the short- and long-term side effects remain unidentified. An extensive review of senotherapeutics can be found in (21, 22).

Senomorphics are small molecules that promote SASP blockade without cell killing, and indirectly hampering the senescence phenomenon. Their targets are pathways related to SASP expressions, such as the p38MAPK, PI3k/Akt, mTOR, and JAK/STAT pathways, transcription factors, such as NF-κB, C/EBP β, and STAT3, and, neutralization of the activity and function of IL-1α, IL-8, and IL-6 (specific SASP factors) with specific antibodies. In parallel, senolytics are small molecules that can selectively eliminate SC through apoptosis; delaying, preventing, or even reversing the senescence process and increasing healthspan (and perhaps lifespan). Even small reductions in the number of SC have been associated with the reduction of SC’s load and to reversion of age-associated symptoms (such as frailty and sarcopenia). In Table 2, natural and synthetic senotherapeutics are summarized. Natural senomorphics and senolytics from food sources have been called “nutritional senomorphics” and “nutritional senolytics”; whose interest will be discussed below.

TABLE 2
www.frontiersin.org

Table 2. Summary of natural and synthetic products used as senotherapeutics.

Nutritional senotherapeutics: From theory to practice

The majority of anti-senescence properties attributed to nutritional senotherapeutics rise from cellular and animal models, but some evidence from clinical trials is emerging. Senescent human fibroblasts, aged rat kidneys, senescent human IVD cells, senescent Ercc1-/- murine embryonic fibroblasts, senescent human cells in vitro, progeroid and aged mice in vivo, aged and hypercholesterolemic mice models, and senescence-accelerated mouse models are the main models used to study the effect of these compounds on senescence (20).

Nutritional senomorphics promoting SASP blockade without cell killing are resveratrol, kaempferol, apigenin, and EGCG. Resveratrol is a flavonoid, abundant in fruits and red wine (21), characterized by its anti-inflammatory and antioxidant properties. Its senomorphic properties, observed in different cellular and animal models, consist of the inhibition of the NF-κB pathway (a major SASP regulator, as presented earlier) and the activation of the Nuclear factor-erythroid factor 2-related (Nrf2) transcription factor (a negative regulator of NF-κB) (103105). Two other flavonoids with antioxidant activity found in plants, fruits, vegetables, and green tea have been identified as potent senomorphics: apigenin and kaempferol. These nutritional senomorphics inhibited NF-κB activity inhibition through the IRAK1/IκBα signaling pathway in cellular models (106108). Also, apigenin reduced SASP levels to decrease NF-κB activity initiated by IL-1α through reduced IRAK1/IRAK4/p38MAPK phosphorylation in cellular models (107). Apart from flavonoids, green tea is rich in EGCG, a phytochemical with potent radical scavenger activity. Studies have shown that EGCG may suppress senescence through the inhibition of the stress-induced PI3k/Akt/mTOR signaling and the inhibition of AMPK activation. Also, it was demonstrated that this phytochemical can inhibit ROS, Cox2, NF-κB, and SASP factors (IL-6 and TNF-α) expression, as part of its antioxidant activity (109, 110).

Nutritional senolytics that selectively eliminate SC through apoptosis are quercetin, fisetin, piperlongumine, and curcumin (21). Quercetin is a plant flavonoid with antioxidant activity, whose senolytic activity has been revealed both in vitro and in vivo. Quercetin acts mostly via mTOR, NF-κB, PI3k/Akt, p53/p21/serpine, and HIF-1α pathways and has been related to extending organismal lifespan in some cellular and animal models (111, 112). In parallel, fisetin is also a bioactive flavonol found in vegetables and fruits, known for its antioxidant and anti-inflammatory activities. Senolytic properties of Fisetin are mainly due to the regulation of NF-κB and Nrf2 redox-sensitive transcription factors (113115). Piperlongumine is a natural alkaloid amide with senolytic activity found in Piper species. In target cell types, piperlongumine showed an ability to inactivate OXR-1 and a ROS-reducing enzyme, driving apoptosis in a ROS-independent way (116118). Curcumin is an extract from turmeric with frequently associated with anti-inflammatory, antioxidant, anti-microbial, and anti-cancer properties. Cellular models have enlightened the senolytic properties of curcumin. Curcumin appears to increase the lifespan of D. melanogaster and C. elegans (119). Also, curcumin exerts its senolytic activity through the activation of Nrf2, reduction of NF-κB activation, and reduction of proinflammatory cytokines expression. Interestingly, this seems to be accompanied by decreased levels of IL-1β and TNF-α and enhanced levels of IL-10 (120123).

Considering immunometabolism, the suppression of the PI3k/AKT/mTOR pathway by flavonoids endorses the reduction of effector T-cell differentiation and induces regulatory T-cells (124). In this context of immunometabolism and immunosenescence, resveratrol is particularly interesting. As stated earlier, SCs namely senescent immune cells, like T-cells present a more glycolytic phenotype than their non-senescent counterparts (36, 125). Resveratrol seems to have the ability to increase mitochondrial activity and associated OXPHOS (126). Interesting results point to interruption of pro-inflammatory activity in CD4 + T-cells by resveratrol-mediated SIRT1 activation; and a low dose of resveratrol rapidly stimulated genotoxic stress in T-cells and concomitant activation of p53, leading to a metabolic reprogramming characterized by decreased glycolysis, increased glutamine consumption, and a shift to OXPHOS (126). These alterations resulted in enhanced effector function of CD4+ T-cells, and increased production of IFN-γ by naïve and memory CD4 + T-cells (126). Resveratrol’s potential as a health-promoting agent is so significant that it is used as a mimetic of caloric restriction both in cellular and animal studies (127). Caloric restriction, as presented in Figure 2, is also a promoter of the aging arrest. In Figure 3, we synthesized the possible mechanisms involving nutritional senotherapeutics in aging.

FIGURE 3
www.frontiersin.org

Figure 3. Possible mechanisms involving nutritional senolytics and senotherapeutics in aging. Akt, protein kinase B; BK, bradykinin; C, ceramides; EGCG, epigallocatechin-3-gallate; EGF, epidermal growth factor; EGFR, epidermal growth factor receptor; IGFs, insulin-like growth factors; IL, interleukin; MMP, matrix metalloproteases; mTOR, mammalian target of rapamycin; NF-kB, nuclear factor-κB; OXPHOS, oxidative phosphorylation; PI3K, phosphoinositide 3-kinases; PG, prostaglandin; SA-miRNA, senescence-associated microRNAs; TGF, transforming growth factor; TNF, tumor necrosis factor. Created with BioRender.com.

It seems clear that nutritional senotherapeutics appear to constitute a possibility to reverse the senescence process, either by SASP blockade and SC killing. Recent advances also demonstrate that some of these nutritional senolytics and senomorphics may modulate immune cell metabolism, counteracting the highly glycolytic phenotype and promoting OXPHOS (126). However, human studies devoted to elucidating these functions with a high degree of evidence are scarce. We searched MEDLINE, Scopus, and Embase, with no language restriction, but restricted to Clinical Trials, relating the specific senotherapeutic terms that are the subject of this review to the following MeSH Terms: (aging OR senescence OR immunosenescence) AND (immune system OR inflammation). This search is updated to 31 May 2022. In Table 3, we gathered the main concluded clinical trials performed in older individuals and assessed the effect of nutritional senotherapeutics on immunosenescence, particularly on cellular and humoral components and markers of inflammation and oxidative stress. The mainly nutritional senotherapeutics studied were resveratrol and curcumin. Although it should be noted that this is a very current topic, the data collected are very heterogeneous (mainly in terms of dosage) and the number of studies is very small. In the study by Harper et al. (128), resveratrol failed to improve inflammatory markers but decreased markers of oxidative stress. Regarding curcumin, the study from Kishimoto et al. (129) was the only one to show any effect, and it was confined to changes in white blood cells (WBC) composition and neutrophil-to-lymphocyte ratio (NLR).

TABLE 3
www.frontiersin.org

Table 3. Clinical trials completed evaluating nutritional senotherapeutics on immunosenescence, cellular and humoral components, and markers of inflammation and oxidative stress in aged individuals.

However, research in this field continues. At least three studies are registered at ClinicalTrials.gov, aiming to enlighten knowledge on nutritional senotherapeutics and immunosenescence: NCT04994561 is not yet recruiting and consists of a phase 1 study on the effect of a combination of resveratrol, quercetin, and fisetin; NCT03675724 (AFFIRM-LITE) is recruiting at the moment and is a phase 2 study on the effect of quercetin. NCT05234203 is a prospective, interventional, single-arm, open-label pilot study, that intends to study the effect of HTB Rejuvenate®, a supplement of quercetin, rutin, luteolin, and hesperidin. All promise to evaluate the effects on immunosenescence, cellular and humoral components, and markers of inflammation and oxidative stress Table 4. There are still many unanswered questions about the role that nutritional therapeutics can play in both preventing and reversing immunosenescence, particularly their interest as modulators of the metabolism of immune cells (specifically SENT-cells). While it is interesting that clinical trials already exist to test the effects of some nutritional senotherapeutics on immune cell metabolism, more studies are needed.

TABLE 4
www.frontiersin.org

Table 4. Ongoing clinical trials aiming to evaluate nutritional senotherapeutics on immunosenescence, cellular and humoral components, and markers of inflammation and oxidative stress in aged individuals.

Clinical perspective and future directions – precision nutrition approach

Clinical nutrition practice faces new challenges as the fields of personalized nutrition and immunometabolism expand and call for further research. Personalized host-directed therapies (HDT) are increasingly supported by scientific evidence, calling for a patient-specific manner of delivering nutrients and nutritional/food counseling (130, 131). Aligned with this is the emerging era of “big data” and developments in almost every field (from health to economics and technology) that dominates the modern age. We are now in a post-genomic era marked by new terms and definitions: “personalized nutrition,” “nutrigenomics,” “metabolomics,” and “foodomics” (132134). These novel domains should be accounted for when public health, wellbeing, health span, lifespan, and knowledge are addressed. Regarding nutritional senotherapeutics and their possible use as modulators of immunosenescence and immunometabolism, there is still work to be done. Although data from cellular and animal studies are difficult to extrapolate to humans, they may elucidate mechanistic relationships between nutritional senotherapeutics and metabolic reprogramming of T-cells. Human studies concluded or on-going preferably test nutritional senotherapeutics in capsules for oral administration (which is understandable given the difficulties associated with concealment when food is used), but this brings an additional problem to this discussion, as it will always be preferable to consume a food versus supplements/drugs. However, consuming these products simply through food makes it more challenging to obtain therapeutic effect dosages. It should be remembered that some of these natural products are spices, like curcumin, used in small doses and intermittently, or components that are only very minutely present in the original foods (e.g., quercetin and kaempferol content in capers) (135). Additionally, it is important to keep in mind that alcoholic beverages may not be recommended in specific clinical circumstances when thinking about resveratrol sources. From other perspectives, there is also the problem of supplement composition and safety, which is not well controlled in many nations (136). All of these factors highlight the necessity for a fresh approach to the research on nutritional senotherapeutics, probably following different directions. In the field of food innovation (137), integrating these nutritional senotherapeutics into novel food items may be a way to improve research and increase food options sustained in the scientific background that can be easily integrated into individual eating patterns (Figure 4).

FIGURE 4
www.frontiersin.org

Figure 4. Future approaches in nutritional senotherapeutics. Cellular and animal models may contribute to elucidating the role of nutritional senotherapeutics in T-cell reprogramming and serve as a basis for the development of new food products that can be tested in clinical trials and subsequently integrate personalized nutrition schemes. Created with BioRender.com.

Conclusion

Modulation of immune system metabolism and senescence by nutritional senomorphics and senolytics may be beneficial as future strategies to address aging. Based on cellular and animal studies, nutritional senotherapeutics appear promising in this field. Ongoing clinical trials should evaluate metabolic reprogramming of T-cells along with changes in cellular and humoral components, and markers of inflammation and oxidative stress. Well-designed clinical trials evaluating the effect of nutritional senotherapeutics on these outcomes are urgently needed. Nutrition science can improve this field, making use of gastrotechnics and molecular gastronomy knowledge to develop new food products enriched in these nutritional senotherapeutics, that can be tested in clinical trials and subsequently included in a personalized nutrition scheme (137, 138).

Author contributions

RR and RS conceptualized the manuscript. RR reviewed all available data and clinical trials, drafted, revised the manuscript, and draw the images. CL reviewed all available data and clinical trials and drafted and revised the manuscript. AM drafted and revised the manuscript. PP, JM, and RS reviewed all available data and clinical trials and revised the manuscript. All authors finalized and approved the submitted version..

Funding

This article was financed by the Egas Moniz Crl’s own funds. CL was supported by the FCT–Fundação para a Ciência e Tecnologia (SFRH/BD/146489/2019).

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

1. Schmeer C, Kretz A, Wengerodt D, Stojiljkovic M, Witte OW. Dissecting aging and senescence-current concepts and open lessons. Cells. (2019) 8:1446. doi: 10.3390/cells8111446

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Klimova B, Novotny M, Kuca K. Anti-aging drugs - prospect of longer life? Curr Med Chem. (2018) 25:1946–53. doi: 10.2174/0929867325666171129215251

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Liang Y, Wang Z. Which is the most reasonable anti-aging strategy: meta-analysis. Adv Exp Med Biol. (2018) 1086:267–82. doi: 10.1007/978-981-13-1117-8_17

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Kirkland JL, Tchkonia T. Cellular senescence: a translational perspective. EBioMedicine. (2017) 21:21–8.

Google Scholar

5. Larocca D, Lee J, West MD, Labat I, Sternberg H. No time to age: uncoupling aging from chronological time. Genes. (2021) 12:611.

Google Scholar

6. López-Otín C, Blasco MA, Partridge L, Serrano M, Kroemer G. The hallmarks of aging. Cell. (2013) 153:1194–217.

Google Scholar

7. Pawelec G. Age and immunity: what is “immunosenescence”? Exp Gerontol. (2018) 105:4–9.

Google Scholar

8. Crooke SN, Ovsyannikova IG, Poland GA, Kennedy RB. Immunosenescence: a systems-level overview of immune cell biology and strategies for improving vaccine responses. Exp Gerontol. (2019) 124:110632. doi: 10.1016/j.exger.2019.110632

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Rodriguez IJ, Lalinde Ruiz N, Llano León M, Martínez Enríquez L, Montilla Velásquez MDP, Ortiz Aguirre JP, et al. Immunosenescence study of t cells: a systematic review. Front Immunol. (2020) 11:604591. doi: 10.3389/fimmu.2020.604591

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Wiersinga WJ, Rhodes A, Cheng AC, Peacock SJ, Prescott HC. Pathophysiology, transmission, diagnosis, and treatment of coronavirus disease 2019 (COVID-19): a review. JAMA. (2020) 324:782–93.

Google Scholar

11. Chen Y, Klein SL, Garibaldi BT, Li H, Wu C, Osevala NM, et al. Aging in COVID-19: vulnerability, immunity and intervention. Ageing Res Rev. (2021) 65:101205.

Google Scholar

12. Gao YD, Ding M, Dong X, Zhang JJ, Kursat Azkur A, Azkur D, et al. Risk factors for severe and critically ill COVID-19 patients: a review. Allergy. (2021) 76:428–55.

Google Scholar

13. Ramalho R, Rao M, Zhang C, Agrati C, Ippolito G, Wang FS, et al. Immunometabolism: new insights and lessons from antigen-directed cellular immune responses. Semin Immunopathol. (2020) 42:279–313. doi: 10.1007/s00281-020-00798-w

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Kim EC, Kim JR. Senotherapeutics: emerging strategy for healthy aging and age-related disease. BMB Rep. (2019) 52:47–55.

Google Scholar

15. Niedernhofer LJ, Robbins PD. Senotherapeutics for healthy ageing. Nat Rev Drug Discov. (2018) 17:377.

Google Scholar

16. Chen X, Brodaty H, O’Leary F. Nutrition senolytics - illusion or reality for cognitive ageing? Curr Opin Clin Nutr Metab Care. (2022) 25:7–28.

Google Scholar

17. Boccardi V, Mecocci P. Senotherapeutics: targeting senescent cells for the main age-related diseases. Mech Ageing Dev. (2021) 197:111526.

Google Scholar

18. Zhang L, Pitcher LE, Prahalad V, Niedernhofer LJ, Robbins PD. Targeting cellular senescence with senotherapeutics: senolytics and senomorphics. FEBS J. (2022). doi: 10.1111/febs.16350

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Kirkland JL, Tchkonia T. Senolytic drugs: from discovery to translation. J Int Med. (2020) 288:518–36.

Google Scholar

20. Martel J, Ojcius DM, Wu CY, Peng HH, Voisin L, Perfettini JL, et al. Emerging use of senolytics and senomorphics against aging and chronic diseases. Med Res Rev. (2020) 40:2114–31. doi: 10.1002/med.21702

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Lagoumtzi SM, Chondrogianni N. Senolytics and senomorphics: natural and synthetic therapeutics in the treatment of aging and chronic diseases. Free Radic Biol Med. (2021) 171:169–90. doi: 10.1016/j.freeradbiomed.2021.05.003

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Raffaele M, Vinciguerra M. The costs and benefits of senotherapeutics for human health. Lancet Healthy Longev. (2022) 3:e67–77.

Google Scholar

23. Hayflick L, Moorhead PS. The serial cultivation of human diploid cell strains. Exp Cell Res. (1961) 25:585–621.

Google Scholar

24. Schosserer M. The role and biology of senescent cells in ageing-related tissue damage and repair. Mech Ageing Dev. (2022) 202:111629. doi: 10.1016/j.mad.2022.111629

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Han X, Lei Q, Xie J, Liu H, Sun H, Jing L, et al. Potential regulators of the senescence-associated secretory phenotype during senescence and ageing. J Gerontol Ser A Biol Sci Med Sci. (2022). [Epub ahead of print].

Google Scholar

26. Homann L, Rentschler M, Brenner E, Böhm K, Röcken M, Wieder T. IFN-γ and TNF induce senescence and a distinct senescence-associated secretory phenotype in melanoma. Cells. (2022) 11:1514. doi: 10.3390/cells11091514

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Aiello A, Farzaneh F, Candore G, Caruso C, Davinelli S, Gambino CM, et al. Immunosenescence and its hallmarks: how to oppose aging strategically? a review of potential options for therapeutic intervention. Front Immunol. (2019) 10:2247. doi: 10.3389/fimmu.2019.02247

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Mi J, Chen X, Tang Y, You Y, Liu Q, Xiao J, et al. S-adenosylhomocysteine induces cellular senescence in rat aorta vascular smooth muscle cells via NF-κB-SASP pathway. J Nutr Biochem. (2022) 107:109063. doi: 10.1016/j.jnutbio.2022.109063

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Shin JW, Lee E, Han S, Choi SA, Jeon OH. Plasma proteomic signature of cellular senescence and markers of biological aging among postmenopausal women. Rejuvenation Res. (2022) 25:141–8. doi: 10.1089/rej.2022.0024

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Budamagunta V, Manohar-Sindhu S, Yang Y, He Y, Traktuev DO, Foster TC, et al. Senescence-associated hyper-activation to inflammatory stimuli in vitro. Aging. (2021) 13:19088–107. doi: 10.18632/aging.203396

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Catheline SE, Bell RD, Oluoch LS, James MN, Escalera-Rivera K, Maynard RD, et al. IKKβ-NF-κB signaling in adult chondrocytes promotes the onset of age-related osteoarthritis in mice. Sci Signal. (2021) 14:eabf3535.

Google Scholar

32. Fafián-Labora JA, O’Loghlen A. NF-κB/IKK activation by small extracellular vesicles within the SASP. Aging Cell. (2021) 20:e13426.

Google Scholar

33. Pacifico F, Crescenzi E, Leonardi A. Analysis of the contribution of NF-κB in the regulation of chemotherapy-induced cell senescence by establishing a tetracycline-regulated cell system. Methods Mol Biol. (2021) 2366:193–212. doi: 10.1007/978-1-0716-1669-7_12

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Cayo A, Segovia R, Venturini W, Moore-Carrasco R, Valenzuela C, Brown N. mTOR Activity and autophagy in senescent cells, a complex partnership. Int J Mol Sci. (2021) 22:8149. doi: 10.3390/ijms22158149

PubMed Abstract | CrossRef Full Text | Google Scholar

35. Woo J, Shin S, Ji H, Ryu D, Cho E, Kim Y, et al. Isatis tinctoria L. leaf extract inhibits replicative senescence in dermal fibroblasts by regulating mTOR-NF-κB-SASP signaling. Nutrients. (2022) 14:1979. doi: 10.3390/nu14091979

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Martin DE, Torrance BL, Haynes L, Bartley JM. Targeting aging: lessons learned from immunometabolism and cellular senescence. Front Immunol. (2021) 12:714742. doi: 10.3389/fimmu.2021.714742

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Fernandes SE, Saini DK. The ERK-p38MAPK-STAT3 signalling axis regulates iNOS Expression and Salmonella Infection in senescent cells. Front Cell Infect Microbiol. (2021) 11:744013. doi: 10.3389/fcimb.2021.744013

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Udono H, Nishida M. Metformin-ROS-Nrf2 connection in the host defense mechanism against oxidative stress, apoptosis, cancers, and ageing. Biochim Biophys Acta Gen Subj. (2022) 1866:130171. doi: 10.1016/j.bbagen.2022.130171

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Lewis ED, Wu D, Meydani SN. Age-associated alterations in immune function and inflammation. Prog Neuro-Psychopharmacol Biol Psychiatry. (2022) 118:110576.

Google Scholar

40. Pearce EE, Alsaggaf R, Katta S, Dagnall C, Aubert G, Hicks BD, et al. Telomere length and epigenetic clocks as markers of cellular aging: a comparative study. GeroScience. (2022) 44:1861–9. doi: 10.1007/s11357-022-00586-4

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Songkiatisak P, Rahman SMT, Aqdas M, Sung MH. NF-κB, a culprit of both inflamm-ageing and declining immunity? Immun Ageing. (2022) 19:20. doi: 10.1186/s12979-022-00277-w

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Walford RL. Auto-immunity and aging. J Gerontol. (1962) 17:281–5.

Google Scholar

43. Barbé-Tuana F, Funchal G, Schmitz CRR, Maurmann RM, Bauer ME. The interplay between immunosenescence and age-related diseases. Semin Immunopathol. (2020) 42:545–57.

Google Scholar

44. Conte M, Martucci M, Chiariello A, Franceschi C, Salvioli S. Mitochondria, immunosenescence and inflammaging: a role for mitokines? Semin Immunopathol. (2020) 42:607–17. doi: 10.1007/s00281-020-00813-0

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Fulop T, Larbi A, Hirokawa K, Cohen AA, Witkowski JM. Immunosenescence is both functional/adaptive and dysfunctional/maladaptive. Semin Immunopathol. (2020) 42:521–36. doi: 10.1007/s00281-020-00818-9

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Rodrigues LP, Teixeira VR, Alencar-Silva T, Simonassi-Paiva B, Pereira RW, Pogue R, et al. Hallmarks of aging and immunosenescence: connecting the dots. Cytokine Growth Factor Rev. (2021) 59:9–21. doi: 10.1016/j.cytogfr.2021.01.006

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Amoriello R, Mariottini A, Ballerini C. Immunosenescence and autoimmunity: exploiting the T-cell receptor repertoire to investigate the impact of aging on multiple sclerosis. Front Immunol. (2021) 12:799380. doi: 10.3389/fimmu.2021.799380

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Fulop T, Larbi A, Dupuis G, Le Page A, Frost EH, Cohen AA, et al. Immunosenescence and inflamm-aging as two sides of the same coin: friends or foes? Front Immunol. (2017) 8:1960. doi: 10.3389/fimmu.2017.01960

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Ray D, Yung R. Immune senescence, epigenetics and autoimmunity. Clin Immunol. (2018) 196:59–63.

Google Scholar

50. El Chakhtoura NG, Bonomo RA, Jump RLP. Influence of aging and environment on presentation of infection in older adults. Infect Dis Clin N Am. (2017) 31:593–608.

Google Scholar

51. Franceschi C, Campisi J. Chronic inflammation (inflammaging) and its potential contribution to age-associated diseases. J Gerontol Ser A Biol Sci Med Sci. (2014) 69(Suppl. 1):S4–9.

Google Scholar

52. Franceschi C, Garagnani P, Parini P, Giuliani C, Santoro A. Inflammaging: a new immune-metabolic viewpoint for age-related diseases. Nat Rev Endocrinol. (2018) 14:576–90. doi: 10.1038/s41574-018-0059-4

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Fulop T, Larbi A, Pawelec G, Khalil A, Cohen AA, Hirokawa K, et al. Immunology of aging: the birth of inflammaging. Clin Rev Allergy Immunol. (2021). [Epub ahead of print].

Google Scholar

54. Fülöp T, Larbi A, Witkowski JM. Human inflammaging. Gerontology. (2019) 65:495–504.

Google Scholar

55. Pietrobon AJ, Teixeira FME, Sato MN. Immunosenescence and Inflammaging: risk Factors of Severe COVID-19 in Older People. Front Immunol. (2020) 11:579220. doi: 10.3389/fimmu.2020.579220

PubMed Abstract | CrossRef Full Text | Google Scholar

56. Santoro A, Bientinesi E, Monti D. Immunosenescence and inflammaging in the aging process: age-related diseases or longevity? Ageing Res Rev. (2021) 71:101422.

Google Scholar

57. Matacchione G, Perugini J, Di Mercurio E, Sabbatinelli J, Prattichizzo F, Senzacqua M, et al. Senescent macrophages in the human adipose tissue as a source of inflammaging. GeroScience. (2022). [Epub ahead of print].

Google Scholar

58. Barbu E, Popescu MR, Popescu AC, Balanescu SM. Inflammation as a precursor of atherothrombosis, diabetes and early vascular aging. Int J Mol Sci. (2022) 23:963. doi: 10.3390/ijms23020963

PubMed Abstract | CrossRef Full Text | Google Scholar

59. Wang B, Kohli J, Demaria M. Senescent cells in cancer therapy: friends or foes? Trends Cancer. (2020) 6:838–57.

Google Scholar

60. Barcena ML, Aslam M, Pozdniakova S, Norman K, Ladilov Y. Cardiovascular inflammaging: mechanisms and translational aspects. Cells. (2022) 11:1010.

Google Scholar

61. Artyomov MN, Van den Bossche J. Immunometabolism in the Single-Cell Era. Cell Metab. (2020) 32:710–25. doi: 10.1016/j.cmet.2020.09.013

PubMed Abstract | CrossRef Full Text | Google Scholar

62. Makowski L, Chaib M, Rathmell JC. Immunometabolism: from basic mechanisms to translation. Immunol Rev. (2020) 295:5–14.

Google Scholar

63. Saravia J, Raynor JL, Chapman NM, Lim SA, Chi H. Signaling networks in immunometabolism. Cell Res. (2020) 30:328–42.

Google Scholar

64. Hotamisligil GS. Foundations of Immunometabolism and Implications for Metabolic Health and Disease. Immunity. (2017) 47:406–20.

Google Scholar

65. O’Neill LA, Pearce EJ. Immunometabolism governs dendritic cell and macrophage function. J Exp Med. (2016) 213:15–23.

Google Scholar

66. Pearce EL, Pearce EJ. Metabolic pathways in immune cell activation and quiescence. Immunity. (2013) 38:633–43.

Google Scholar

67. Bekkering S, Domínguez-Andrés J, Joosten LAB, Riksen NP, Netea MG. Trained immunity: reprogramming innate immunity in health and disease. Annu Rev Immunol. (2021) 39:667–93.

Google Scholar

68. Ho PC, Hess C. Editorial: immunometabolic regulations in adaptive and innate immune cells shapes and re-directs host immunity. Front Immunol. (2017) 8:852. doi: 10.3389/fimmu.2017.00852

PubMed Abstract | CrossRef Full Text | Google Scholar

69. Poznanski SM, Barra NG, Ashkar AA, Schertzer JD. Immunometabolism of T cells and NK cells: metabolic control of effector and regulatory function. Inflamm Res. (2018) 67:813–28. doi: 10.1007/s00011-018-1174-3

PubMed Abstract | CrossRef Full Text | Google Scholar

70. Wu D. Innate and adaptive immune cell metabolism in tumor microenvironment. Adv Exp Med Biol. (2017) 1011:211–23.

Google Scholar

71. Covre LP, De Maeyer RPH, Gomes DCO, Akbar AN. The role of senescent T cells in immunopathology. Aging Cell. (2020) 19:e13272.

Google Scholar

72. Abbas AA, Akbar AN. Induction of t cell senescence by cytokine induced bystander activation. Front Aging. (2021) 2:714239. doi: 10.3389/fragi.2021.714239

PubMed Abstract | CrossRef Full Text | Google Scholar

73. Martínez-Zamudio RI, Dewald HK, Vasilopoulos T, Gittens-Williams L, Fitzgerald-Bocarsly P, Herbig U. Senescence-associated β-galactosidase reveals the abundance of senescent CD8+ T cells in aging humans. Aging Cell. (2021) 20:e13344. doi: 10.1111/acel.13344

PubMed Abstract | CrossRef Full Text | Google Scholar

74. Sabbatinelli J, Prattichizzo F, Olivieri F, Procopio AD, Rippo MR, Giuliani A. Where metabolism meets senescence: focus on endothelial cells. Front Physiol. (2019) 10:1523. doi: 10.3389/fphys.2019.01523

PubMed Abstract | CrossRef Full Text | Google Scholar

75. Gámez-García A, Vazquez BN. Nuclear sirtuins and the aging of the immune system. Genes. (2021) 12:856.

Google Scholar

76. Imai S, Guarente L. NAD+ and sirtuins in aging and disease. Trends Cell Biol. (2014) 24:464–71.

Google Scholar

77. Kida Y, Goligorsky MS. Sirtuins, cell senescence, and vascular aging. Can J Cardiol. (2016) 32:634–41.

Google Scholar

78. Koemel NA, Skilton MR. Epigenetic aging in early life: role of maternal and early childhood nutrition. Curr Nutr Rep. (2022) 11:318–28.

Google Scholar

79. Morris BJ, Willcox BJ, Donlon TA. Genetic and epigenetic regulation of human aging and longevity. Biochim Biophys Acta Mol Basis Dis. (2019) 1865:1718–44.

Google Scholar

80. Unnikrishnan A, Freeman WM, Jackson J, Wren JD, Porter H, Richardson A. The role of DNA methylation in epigenetics of aging. Pharmacol Ther. (2019) 195:172–85.

Google Scholar

81. Dobbs KR, Embury P, Koech E, Ogolla S, Munga S, Kazura JW, et al. Age-related differences in monocyte DNA methylation and immune function in healthy Kenyan adults and children. Immun Ageing. (2021) 18:11. doi: 10.1186/s12979-021-00223-2

PubMed Abstract | CrossRef Full Text | Google Scholar

82. Zhang W, Qu J, Liu GH, Belmonte JCI. The ageing epigenome and its rejuvenation. Nat Rev Mol Cell Biol. (2020) 21:137–50.

Google Scholar

83. Ohyashiki M, Ohyashiki JH, Hirota A, Kobayashi C, Ohyashiki K. Age-related decrease of miRNA-92a levels in human CD8+ T-cells correlates with a reduction of naïve T lymphocytes. Immun Ageing. (2011) 8:11. doi: 10.1186/1742-4933-8-11

PubMed Abstract | CrossRef Full Text | Google Scholar

84. Claycombe-Larson KJ, Alvine T, Wu D, Kalupahana NS, Moustaid-Moussa N, Roemmich JN. Nutrients and immunometabolism: role of macrophage NLRP3. J Nutr. (2020) 150:1693–704. doi: 10.1093/jn/nxaa085

PubMed Abstract | CrossRef Full Text | Google Scholar

85. Karlsson EA, Beck MA, MacIver NJ. Editorial: nutritional aspects of immunity and immunometabolism in health and disease. Front Immunol. (2020) 11:595115. doi: 10.3389/fimmu.2020.595115

PubMed Abstract | CrossRef Full Text | Google Scholar

86. Choi IY, Lee C, Longo VD. Nutrition and fasting mimicking diets in the prevention and treatment of autoimmune diseases and immunosenescence. Mol Cell Endocrinol. (2017) 455:4–12. doi: 10.1016/j.mce.2017.01.042

PubMed Abstract | CrossRef Full Text | Google Scholar

87. De la Fuente M, Hernanz A, Guayerbas N, Victor VM, Arnalich F. Vitamin E ingestion improves several immune functions in elderly men and women. Free Radic Res. (2008) 42:272–80.

Google Scholar

88. Meydani SN, Meydani M, Verdon CP, Shapiro AA, Blumberg JB, Hayes KC. Vitamin E supplementation suppresses prostaglandin E1(2) synthesis and enhances the immune response of aged mice. Mech Ageing Dev. (1986) 34:191–201. doi: 10.1016/0047-6374(86)90034-5

PubMed Abstract | CrossRef Full Text | Google Scholar

89. Barnett JB, Dao MC, Hamer DH, Kandel R, Brandeis G, Wu D, et al. Effect of zinc supplementation on serum zinc concentration and T cell proliferation in nursing home elderly: a randomized, double-blind, placebo-controlled trial. Am J Clin Nutr. (2016) 103:942–51. doi: 10.3945/ajcn.115.115188

PubMed Abstract | CrossRef Full Text | Google Scholar

90. Wong CP, Magnusson KR, Sharpton TJ, Ho E. Effects of zinc status on age-related T cell dysfunction and chronic inflammation. Biometals. (2021) 34:291–301. doi: 10.1007/s10534-020-00279-5

PubMed Abstract | CrossRef Full Text | Google Scholar

91. Arpón A, Riezu-Boj JI, Milagro FI, Marti A, Razquin C, Martínez-González MA, et al. Adherence to Mediterranean diet is associated with methylation changes in inflammation-related genes in peripheral blood cells. J Physiol Biochem. (2016) 73:445–55. doi: 10.1007/s13105-017-0552-6

PubMed Abstract | CrossRef Full Text | Google Scholar

92. Casas R, Sacanella E, Urpí-Sardà M, Chiva-Blanch G, Ros E, Martínez-González MA, et al. The effects of the mediterranean diet on biomarkers of vascular wall inflammation and plaque vulnerability in subjects with high risk for cardiovascular disease. A randomized trial. PLoS One. (2014) 9:e100084. doi: 10.1371/journal.pone.0100084

PubMed Abstract | CrossRef Full Text | Google Scholar

93. Durani LW, Jaafar F, Tan JK, Tajul Arifin K, Mohd Yusof YA, Wan Ngah WZ, et al. Targeting genes in insulin-associated signalling pathway, DNA damage, cell proliferation and cell differentiation pathways by tocotrienol-rich fraction in preventing cellular senescence of human diploid fibroblasts. Clin Ter. (2015) 166:e365–73. doi: 10.7417/T.2015.1902

PubMed Abstract | CrossRef Full Text | Google Scholar

94. Mena MP, Sacanella E, Vazquez-Agell M, Morales M, Fitó M, Escoda R, et al. Inhibition of circulating immune cell activation: a molecular antiinflammatory effect of the Mediterranean diet. Am J Clin Nutr. (2009) 89:248–56. doi: 10.3945/ajcn.2008.26094

PubMed Abstract | CrossRef Full Text | Google Scholar

95. Janković V, Messaoudi I, Nikolich-Zugich J. Phenotypic and functional T-cell aging in rhesus macaques (Macaca mulatta): differential behavior of CD4 and CD8 subsets. Blood. (2003) 102:3244–51. doi: 10.1182/blood-2003-03-0927

PubMed Abstract | CrossRef Full Text | Google Scholar

96. Ahmed T, Das SK, Golden JK, Saltzman E, Roberts SB, Meydani SN. Calorie restriction enhances T-cell-mediated immune response in adult overweight men and women. J Gerontol Ser A Biol Sci Med Sci. (2009) 64:1107–13. doi: 10.1093/gerona/glp101

PubMed Abstract | CrossRef Full Text | Google Scholar

97. Canudas S, Becerra-Tomás N, Hernández-Alonso P, Galié S, Leung C, Crous-Bou M, et al. Mediterranean diet and telomere length: a systematic review and meta-analysis. Adv Nutr. (2020) 11:1544–54. doi: 10.1093/advances/nmaa079

PubMed Abstract | CrossRef Full Text | Google Scholar

98. Capurso C, Bellanti F, Lo Buglio A, Vendemiale G. The mediterranean diet slows down the progression of aging and helps to preven the onset of frailty: a narrative review. Nutrients. (2019) 12:35. doi: 10.3390/nu12010035

PubMed Abstract | CrossRef Full Text | Google Scholar

99. Román GC, Jackson RE, Gadhia R, Román AN, Reis J. Mediterranean diet: the role of long-chain ω-3 fatty acids in fish; polyphenols in fruits, vegetables, cereals, coffee, tea, cacao and wine; probiotics and vitamins in prevention of stroke, age-related cognitive decline, and Alzheimer disease. Rev Neurol. (2019) 175:724–41. doi: 10.1016/j.neurol.2019.08.005

PubMed Abstract | CrossRef Full Text | Google Scholar

100. Giacomello E, Toniolo L. The potential of calorie restriction and calorie restriction mimetics in delaying aging: focus on experimental models. Nutrients. (2021) 13:2346. doi: 10.3390/nu13072346

PubMed Abstract | CrossRef Full Text | Google Scholar

101. Hwangbo DS, Lee HY, Abozaid LS, Min KJ. Mechanisms of lifespan regulation by calorie restriction and intermittent fasting in model organisms. Nutrients. (2020) 12:1194.

Google Scholar

102. Kim DH, Bang E, Jung HJ, Noh SG, Yu BP, Choi YJ, et al. Anti-aging effects of calorie restriction (CR) And CR mimetics based on the senoinflammation concept. Nutrients. (2020) 12:422. doi: 10.3390/nu12020422

PubMed Abstract | CrossRef Full Text | Google Scholar

103. Farhadnejad H, Emamat H, Zand H. The effect of resveratrol on cellular senescence in normal and cancer cells: focusing on cancer and age-related diseases. Nutr Cancer. (2019) 71:1175–80. doi: 10.1080/01635581.2019.1597907

PubMed Abstract | CrossRef Full Text | Google Scholar

104. Feng H, Mou SQ, Li WJ, Zhang N, Zhou ZY, Ding W, et al. Resveratrol inhibits ischemia-induced myocardial senescence signals and NLRP3 inflammasome activation. Oxid Med Cell Longev. (2020) 2020:2647807. doi: 10.1155/2020/2647807

PubMed Abstract | CrossRef Full Text | Google Scholar

105. Kim EN, Lim JH, Kim MY, Ban TH, Jang IA, Yoon HE, et al. Resveratrol, an Nrf2 activator, ameliorates aging-related progressive renal injury. Aging. (2018) 10:83–99. doi: 10.18632/aging.101361

PubMed Abstract | CrossRef Full Text | Google Scholar

106. Li BS, Zhu RZ, Lim SH, Seo JH, Choi BM. Apigenin alleviates oxidative stress-induced cellular senescence via modulation of the SIRT1-NAD[Formula: see text]-CD38 Axis. Am J Chin Med. (2021) 49:1235–50. doi: 10.1142/S0192415X21500592

PubMed Abstract | CrossRef Full Text | Google Scholar

107. Perrott KM, Wiley CD, Desprez PY, Campisi J. Apigenin suppresses the senescence-associated secretory phenotype and paracrine effects on breast cancer cells. GeroScience. (2017) 39:161–73. doi: 10.1007/s11357-017-9970-1

PubMed Abstract | CrossRef Full Text | Google Scholar

108. Lee YR, Cho HM, Park EJ, Zhang M, Doan TP, Lee BW, et al. Metabolite profiling of rambutan (Nephelium lappaceum L.) Seeds Using UPLC-qTOF-MS/MS and senomorphic effects in aged human dermal fibroblasts. Nutrients. (2020) 12:1430. doi: 10.3390/nu12051430

PubMed Abstract | CrossRef Full Text | Google Scholar

109. Kumar R, Sharma A, Kumari A, Gulati A, Padwad Y, Sharma R. Epigallocatechin gallate suppresses premature senescence of preadipocytes by inhibition of PI3K/Akt/mTOR pathway and induces senescent cell death by regulation of Bax/Bcl-2 pathway. Biogerontology. (2019) 20:171–89. doi: 10.1007/s10522-018-9785-1

PubMed Abstract | CrossRef Full Text | Google Scholar

110. Lilja S, Oldenburg J, Pointner A, Dewald L, Lerch M, Hippe B, et al. Epigallocatechin gallate effectively affects senescence and Anti-SASP via SIRT3 in 3T3-L1 preadipocytes in comparison with other bioactive substances. Oxid Med Cell Longev. (2020) 2020:4793125. doi: 10.1155/2020/4793125

PubMed Abstract | CrossRef Full Text | Google Scholar

111. Malavolta M, Pierpaoli E, Giacconi R, Costarelli L, Piacenza F, Basso A, et al. Pleiotropic effects of tocotrienols and quercetin on cellular senescence: introducing the perspective of senolytic effects of phytochemicals. Curr Drug Targets. (2016) 17:447–59. doi: 10.2174/1389450116666150907105104

PubMed Abstract | CrossRef Full Text | Google Scholar

112. Saccon TD, Nagpal R, Yadav H, Cavalcante MB, Nunes ADC, Schneider A, et al. Senolytic combination of dasatinib and quercetin alleviates intestinal senescence and inflammation and modulates the gut microbiome in aged mice. J Gerontol Ser A Biol Sci Med Sci. (2021) 76:1895–905. doi: 10.1093/gerona/glab002

PubMed Abstract | CrossRef Full Text | Google Scholar

113. Elsallabi O, Patruno A, Pesce M, Cataldi A, Carradori S, Gallorini M. Fisetin as a Senotherapeutic Agent: biopharmaceutical Properties and Crosstalk between Cell Senescence and Neuroprotection. Molecules. (2022) 27:738. doi: 10.3390/molecules27030738

PubMed Abstract | CrossRef Full Text | Google Scholar

114. Yousefzadeh MJ, Zhu Y, McGowan SJ, Angelini L, Fuhrmann-Stroissnigg H, Xu M, et al. Fisetin is a senotherapeutic that extends health and lifespan. EBioMedicine. (2018) 36:18–28. doi: 10.1016/j.ebiom.2018.09.015

PubMed Abstract | CrossRef Full Text | Google Scholar

115. Zhu Y, Doornebal EJ, Pirtskhalava T, Giorgadze N, Wentworth M, Fuhrmann-Stroissnigg H, et al. New agents that target senescent cells: the flavone, fisetin, and the BCL-X(L) inhibitors. A1331852 and A1155463. Aging. (2017) 9:955–63. doi: 10.18632/aging.101202

PubMed Abstract | CrossRef Full Text | Google Scholar

116. Chen SY, Liu GH, Chao WY, Shi CS, Lin CY, Lim YP, et al. Piperlongumine suppresses proliferation of human oral squamous cell carcinoma through cell cycle arrest. Apoptosis and senescence. Int J Mol Sci. (2016) 17:616. doi: 10.3390/ijms17040616

PubMed Abstract | CrossRef Full Text | Google Scholar

117. Liu J, Liu W, Lu Y, Tian H, Duan C, Lu L, et al. Piperlongumine restores the balance of autophagy and apoptosis by increasing BCL2 phosphorylation in rotenone-induced Parkinson disease models. Autophagy. (2018) 14:845–61. doi: 10.1080/15548627.2017.1390636

PubMed Abstract | CrossRef Full Text | Google Scholar

118. Liu X, Wang Y, Zhang X, Gao Z, Zhang S, Shi P, et al. Senolytic activity of piperlongumine analogues: synthesis and biological evaluation. Bioorg Med Chem. (2018) 26:3925–38. doi: 10.1016/j.bmc.2018.06.013

PubMed Abstract | CrossRef Full Text | Google Scholar

119. Berkel C, Cacan E. A collective analysis of lifespan-extending compounds in diverse model organisms, and of species whose lifespan can be extended the most by the application of compounds. Biogerontology. (2021) 22:639–53. doi: 10.1007/s10522-021-09941-y

PubMed Abstract | CrossRef Full Text | Google Scholar

120. Lee J, Kim YS, Kim E, Kim Y, Kim Y. Curcumin and hesperetin attenuate D-galactose-induced brain senescence in vitro and in vivo. Nutr Res Pract. (2020) 14:438–52.

Google Scholar

121. McCubrey JA, Lertpiriyapong K, Steelman LS, Abrams SL, Yang LV, Murata RM, et al. Effects of resveratrol, curcumin, berberine and other nutraceuticals on aging, cancer development, cancer stem cells and microRNAs. Aging. (2017) 9:1477–536. doi: 10.18632/aging.101250

PubMed Abstract | CrossRef Full Text | Google Scholar

122. Sharifi-Rad J, Rayess YE, Rizk AA, Sadaka C, Zgheib R, Zam W, et al. Turmeric and its major compound curcumin on health: bioactive effects and safety profiles for food, pharmaceutical, biotechnological and medicinal applications. Front Pharmacol. (2020) 11:01021. doi: 10.3389/fphar.2020.01021

PubMed Abstract | CrossRef Full Text | Google Scholar

123. Zia A, Farkhondeh T, Pourbagher-Shahri AM, Samarghandian S. The role of curcumin in aging and senescence: molecular mechanisms. Biomed Pharmacother. (2021) 134:111119.

Google Scholar

124. Ul Islam B, Suhail M, Khan MS, Ahmad A, Zughaibi TA, Husain FM, et al. Flavonoids and pi3k/akt/mtor signaling cascade: a potential crosstalk in anticancer treatment. Curr Med Chem. (2021) 28:8083–97. doi: 10.2174/0929867328666210804091548

PubMed Abstract | CrossRef Full Text | Google Scholar

125. Schurich A, Henson SM. The many unknowns concerning the bioenergetics of exhaustion and senescence during chronic viral infection. Front Immunol. (2014) 5:468. doi: 10.3389/fimmu.2014.00468

PubMed Abstract | CrossRef Full Text | Google Scholar

126. Craveiro M, Cretenet G, Mongellaz C, Matias MI, Caron O, de Lima MCP, et al. Resveratrol stimulates the metabolic reprogramming of human CD4(+) T cells to enhance effector function. Sci Signal. (2017) 10:eaal3024. doi: 10.1126/scisignal.aal3024

PubMed Abstract | CrossRef Full Text | Google Scholar

127. Lam YY, Peterson CM, Ravussin E. Resveratrol vs. calorie restriction: data from rodents to humans. Exp Gerontol. (2013) 48:1018–24.

Google Scholar

128. Harper SA, Bassler JR, Peramsetty S, Yang Y, Roberts LM, Drummer D, et al. Resveratrol and exercise combined to treat functional limitations in late life: a pilot randomized controlled trial. Exp Gerontol. (2021) 143:111111.

Google Scholar

129. Kishimoto A, Imaizumi A, Wada H, Yamakage H, Satoh-Asahara N, Hashimoto T, et al. Newly developed highly bioavailable curcumin formulation, curcurouge(TM), reduces neutrophil/lymphocyte ratio in the elderly: a double-blind, placebo-controlled clinical trial. J Nutr Sci Vitaminol. (2021) 67:249–52. doi: 10.3177/jnsv.67.249

PubMed Abstract | CrossRef Full Text | Google Scholar

130. Milošević M, Arsić A, Cvetković Z, Vučić V. Memorable food: fighting age-related neurodegeneration by precision nutrition. Front Nutr. (2021) 8:688086. doi: 10.3389/fnut.2021.688086

PubMed Abstract | CrossRef Full Text | Google Scholar

131. Zec MM, Krga I, Zandberg L, Smuts CM. Editorial: micronutrients and fatty acids in precision nutrition strategies. Front Nutr. (2021) 8:788215. doi: 10.3389/fnut.2021.788215

PubMed Abstract | CrossRef Full Text | Google Scholar

132. Aging Atlas Consortium. Aging Atlas: a multi-omics database for aging biology. Nucleic Acids Res. (2021) 49:D825–30. doi: 10.1093/nar/gkaa894

PubMed Abstract | CrossRef Full Text | Google Scholar

133. Wu L, Xie X, Liang T, Ma J, Yang L, Yang J, et al. Integrated multi-omics for novel aging biomarkers and antiaging targets. Biomolecules. (2021) 12:39. doi: 10.3390/biom12010039

PubMed Abstract | CrossRef Full Text | Google Scholar

134. Ahmed S, de la Parra J, Elouafi I, German B, Jarvis A, Lal V, et al. Foodomics: a data-driven approach to revolutionize nutrition and sustainable diets. Front Nutr. (2022) 9:874312. doi: 10.3389/fnut.2022.874312

PubMed Abstract | CrossRef Full Text | Google Scholar

135. Lo Bosco F, Guarrasi V, Moschetti M, Germanà MA, Butera D, Corana F, et al. Nutraceutical Value of Pantelleria Capers (Capparis spinosa L.). J Food Sci. (2019) 84:2337–46. doi: 10.1111/1750-3841.14718

PubMed Abstract | CrossRef Full Text | Google Scholar

136. Hanekamp JC, Bast A. Food supplements and European regulation within a precautionary context: a critique and implications for nutritional, toxicological and regulatory consistency. Crit Rev Food Sci Nutr. (2007) 47:267–85. doi: 10.1080/10408390600737748

PubMed Abstract | CrossRef Full Text | Google Scholar

137. Capozzi F. Food innovation in the frame of circular economy by designing ultra-processed foods optimized for sustainable nutrition. Front Nutr. (2022) 9:886220. doi: 10.3389/fnut.2022.886220

PubMed Abstract | CrossRef Full Text | Google Scholar

138. National Academies of Sciences, Engineering, and Medicine, Health and Medicine Division, Food and Nutrition Board, Food Forum, Callahan AE. The National Academies Collection: Reports funded by National Institutes of Health. In: AE Callahan editor. Challenges and Opportunities for Precision and Personalized Nutrition: Proceedings of a Workshop—in Brief. Washington, DC: National Academies Press (2021).

Google Scholar

139. Santos-Parker JR, Strahler TR, Bassett CJ, Bispham NZ, Chonchol MB, Seals DR. Curcumin supplementation improves vascular endothelial function in healthy middle-aged and older adults by increasing nitric oxide bioavailability and reducing oxidative stress. Aging. (2017) 9:187–208. doi: 10.18632/aging.101149

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: aging, immunometabolism, immunosenescence, inflammaging, nutritional senolytics, nutritional senomorphics, precision nutrition

Citation: Luís C, Maduro AT, Pereira P, Mendes JJ, Soares R and Ramalho R (2022) Nutritional senolytics and senomorphics: Implications to immune cells metabolism and aging – from theory to practice. Front. Nutr. 9:958563. doi: 10.3389/fnut.2022.958563

Received: 31 May 2022; Accepted: 16 August 2022;
Published: 08 September 2022.

Edited by:

Rama Vaidya, Medical Research Centre of the Kasturba Health Society (MRC-KHS), India

Reviewed by:

Eduardo Dominguez, University of Santiago de Compostela, Spain
Brandt D. Pence, University of Memphis, United States

Copyright © 2022 Luís, Maduro, Pereira, Mendes, Soares and Ramalho. 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: Renata Ramalho, cnJhbWFsaG9AZWdhc21vbml6LmVkdS5wdA==

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.