Clênio Silva Cruz
Mayra Fernanda Ricci
Angélica Thomaz Vieira- Laboratory of Microbiota and Immunomodulation (LMI), Department of Biochemistry and Immunology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
The gastrointestinal and respiratory systems are colonized by a complex ecosystem of microorganisms called the microbiota. These microorganisms co-evolved over millions of years with the host, creating a symbiotic relationship that is fundamental for promoting host homeostasis by producing bioactive metabolites and antimicrobial molecules, and regulating the immune and inflammatory responses. Imbalance in the abundance, diversity, and function of the gut microbiota (known as dysbiosis) have been shown to increase host susceptibility to infections in the lungs, suggesting crosstalk between these organs. This crosstalk is now referred to as the gut-lung axis. Hence, the use of probiotics, prebiotics, and synbiotics for modulation of gut microbiota has been studied based on their effectiveness in reducing the duration and severity of respiratory tract infections, mainly owing to their effects on preventing pathogen colonization and modulating the immune system. This review discusses the role and responses of probiotics, prebiotics, and synbiotics in the gut-lung axis in the face of lung infections.
Introduction
Microorganisms and humans have co-evolved for thousands of years, and many survival functions have been defined throughout this time for both. All body surfaces are colonized by complex and dynamic communities of symbiotic microorganisms, including bacteria, viruses, fungi, helminths, and protists, called microbiota (Grice and Segre, 2012; Sender et al., 2016). As demonstrated by next-generation sequencing, the lungs and gut possess unique microbiota that differ mainly in composition and structure, with bacteria being the most predominant microorganisms (Dickson et al., 2015; Santacroce et al., 2020). The microbiota plays fundamental roles in host homeostasis via the metabolism of nutrients, production of vitamins, metabolites, and antimicrobial molecules, activation of the immune system, and regulation of the inflammatory process (Dang and Marsland, 2019). The gut dysbiosis has been shown to increase susceptibility to infection in the lungs, and infections in the lung are identified as a cause of gut dysbiosis; highlighting a bidirectional link between these two organs; this crosstalk is now called the gut-lung axis (Li et al., 2008; Hand et al., 2016; Budden et al., 2017; Sencio et al., 2020). Also, the lung and gut originate from the same embryonic organ, the foregut, and consequently have some structural similarities that might contribute to the interaction between these two organs (Faure and de Santa Barbara, 2011). Respiratory tract infections (RTI) are a global health concern. Approximately 2.38 million deaths were attributed to RTI in 2016 alone, making it the sixth leading cause of mortality among all ages and the leading cause of death among children under 5 years (Ferkol and Schraufnagel, 2014; Troeger et al., 2018). Given the importance of the gut-lung axis, our review summarized the latest experimental and clinical studies on this topic and showed that modulation of the gut-lung axis with probiotics, prebiotics, and synbiotics, could be an important therapeutic target for preventing and treating lung infections caused by bacteria, viruses, fungi, and parasites.
Gut-Lung Axis in Respiratory Tract Infections
The respiratory system is composed of different organs, and is divided into two main parts: the upper respiratory tract (URT) and the lower respiratory tract (LRT). The URT comprises the nostrils, nasal passages, paranasal sinuses, nasopharynx, and oropharynx, while the lower respiratory tract comprises the trachea, bronchi, bronchioles, and alveoli. These organs make up one of the largest surface areas in the human body, that from the nostrils to the lungs, is colonized by a symbiotic and diverse community of microorganisms (Figure 1).
FIGURE 1. Overview of the main microbial genus in the health upper respiratory tract (nasal cavity, nasopharynx, oropharynx), lower respiratory tract (lungs), small intestine, and large intestine. RT: respiratory tract.
The microbiota of the lungs and gut of healthy individuals differ significantly in taxonomic composition, diversity, and function. In contrast to the thriving resident microbiota in the gut, the lung microbiota is composed of transient microorganisms mainly derived from URT. While Bacteroidetes and Firmicutes are the most abundant bacterial phyla in both microbiotas, the lung and gut microbiota are very different at the species level. In the lungs, the genera Streptococcus spp., Veillonella spp., and Prevotella were the most abundant, whereas Bacteroides, Faecalibacterium, and Bifidobacterium are more prevalent in the gut (Sender et al., 2016). In a disease or dysbiotic state, other organisms are present in the lung, such as viruses, including human rhinovirus, human bocavirus, polyomaviruses, human adenovirus, and human coronavirus, and fungi such as Aspergillus spp., Penicillium spp., Candida spp., and Alternaria spp. (Papadopoulos and Skevaki, 2006; Limon et al., 2017).
The immune responses in the gut-lung axis depend on the balance of microbiota composition, particularly in the gut. The regulated interaction between the metabolites and antigens of symbiotic microbiota with the host is crucial for the activation of pattern recognition receptors (PRRs) and metabolic sensor receptors such as G-protein-coupled receptors (GPCRs), and the production of inflammatory mediators, which are necessary for the migration, activation, and proliferation of innate and adaptive immune cells responsible for the production of pro-and anti-inflammatory cytokines, immunoglobulins, and antimicrobial peptides (Fan and Pedersen, 2021). These cells and molecules can move bidirectionally between the lungs and the gut through the bloodstream and lymphatic system and regulate immune and inflammatory responses (Marsland et al., 2015; Dang and Marsland, 2019).
Intestinal dysbiosis is responsible for increasing the susceptibility of the host to lung disease, as evidenced by the high prevalence of asthma in patients with irritable bowel syndrome (Yazar et al., 2001). Experimentally, mice treated with antibiotics are more susceptible to lethal infection by the influenza virus (IFV) (Ichinohe et al., 2011; Pang et al., 2018). Furthermore, infections in the lungs are also linked to dysbiosis in the gut; mice infected with IFV displayed a significant increase in Enterobacteriaceae and decreased diversity of Lactobacillus and Lactococcus (Wang et al., 2018). Influenza infection also affects the production of short-chain fatty acids (SCFAs) and impairs the gut barrier properties thereby increasing susceptibility to second bacterial infections (Sencio et al., 2020, 2021).
SCFAs, such as butyrate, propionate, and acetate derived from the fermentation of dietary fibers by the microbiota, are involved in regulating the inflammatory process and pulmonary immune response (Fukuda et al., 2011; Trompette et al., 2014). SCFAs activate GPCRs and inhibit histone deacetylases, thus contributing to the reduction of inflammation in the gut-lung axis by inhibiting the NF-κB signaling pathway, increasing regulatory T (Treg) cells, and decreasing T helper 1 (Th1) and Th17 cells (Maslowski et al., 2009; Kim et al., 2013; Li et al., 2018). SCFAs can also reach the bone marrow and influence the generation and development of immune cells such as Ly6C- and Ly6C + monocytes and dendritic cells, which can be recruited into the lungs and modulate the immune response against pathogens (Trompette et al., 2014, 2018; Kopf et al., 2015). Our research group has also demonstrated that activation of the GPR43 receptor in neutrophils and alveolar macrophages by acetate is essential for modulating the inflammatory response and controlling pulmonary infection by Klebsiella pneumoniae (Galvão et al., 2018) and Streptococcus pneumoniae serotype 1 in mice (Sencio et al., 2020). In another study, activation of GPR43 in pulmonary epithelial cells induced interferon (IFN)-β in the lungs and increased the protection of mice infected with respiratory syncytial virus (RSV) (Antunes et al., 2019).
Probiotics, Prebiotics, and Synbiotics
Probiotics are live microorganisms that confer benefits to the host when administered in adequate amounts (Salminen et al., 2021). Probiotics are considered important tools for the modulation of microbiota in the gut-lung axis, with their benefits on the gut-lung axis dependent on the strains used (Figure 2). However, common mechanisms have been reported between species, such as –1) colonization of the respiratory and intestinal tracts, 2) production of SCFAs and antimicrobial peptides, 3) maintenance of the integrity of the intestinal and pulmonary mucosa, and –4) stimulation of the innate and adaptive immune system (Bermudez-Brito et al., 2012; Salminen et al., 2021). The benefits of probiotics have been shown in animal models and clinical studies in many disease conditions, such as post-antibiotic-associated diarrhea, allergies and inflammatory bowel diseases, and respiratory tract infections (Vieira et al., 2013). For a given microorganism to be assessed as a probiotic, biosafety criteria and scientific evidence regarding its biological benefits must be considered (Harzallah and Belhadj, 2013). Lactobacillus and Bifidobacterium species are more commonly used as probiotics; however, yeasts, certain Streptococcus spp. strains, and Bacillus spp. are also used as probiotics, but less frequently (Fijan, 2014). The use of inactivated probiotics is also of great interest because live probiotic microorganisms may cause systemic infections, excessive immune stimulation, and antibiotic resistance gene transfer (Doron and Snydman, 2015). Taking this into consideration, the term postbiotics was proposed as preparation for inanimate microorganisms and/or their components that confer a health benefit on the host (Salminen et al., 2021).
FIGURE 2. Effects and mainly mechanisms of probiotics and prebiotics in the gut-lung axis and context of respiratory infections. Probiotics and prebiotics administered orally can improve dysbiosis and induce eubiosis in the host, leading to an increase in SCFAs directly (produced by probiotics) or indirectly (produced by commensal microbiota). Furthermore, probiotics can also reduce the burden and epithelial damage induced by intestinal parasites. The uptake of probiotics by DCs in the intestinal submucosa, and their migration to lymph nodes, induces the activation and proliferation of Th1, Th2, Th17, Treg, and B cells. Activated T cells and B cells produce cytokines and antibodies, enter the circulatory and lymphatic systems, and reach the lungs, where they will increase resistance to infections caused by viruses, bacteria, and fungi. The fermentation of prebiotics and production of SCFAs increases the number of DCs precursors in the bone marrow and increases CD8+ T cells activity, that confer protection against infections in the lung. The immunomodulation demonstrated after the administration of probiotics and prebiotics may be linked to the reduced viral titer, bacterial colonization, parasite load, and migration in the lungs. Probiotic-induced immunomodulation can increase the frequency of dendritic cells and CD4+ and CD8+ T cells in the lungs against infections by viruses and bacteria and can increase specific IgG and IgM antibodies to these pathogens. Also, the increase in Treg cells may be related to the reduction of inflammation-induced lung damage. In parasitic infections, probiotics have been linked with increased frequency of Th1 and concentration of IL-12 and IFN-γ, which may justify the reduction in the parasite load and larvae migration in the lung. Because there are no scientific studies that demonstrate the reduction of lung colonization by fungi after oral administration of probiotics, is still unknow if the antimycotic potential from probiotics metabolites, as shown in vitro, could be applied in an in vivo system.
Prebiotics are dietary fibers, such as inulin, fructooligosaccharides, and galactooligosaccharides, which are fermented in the gut and promote an increase in the diversity and activity of specific symbiotic microorganisms (Salminen et al., 2021). The activity of prebiotics also leads to an enhancement of immune response, decrease in colon pH, local induction of reactive oxygen species (ROS), trophic effects on enterocytes, and anti-inflammatory responses (Vieira et al., 2013). In addition, the SCFAs butyrate and propionate, derived from the metabolism of prebiotics, can increase miRNAs through the inhibition of histone deacetylases, leading to improved antibody class switching and local and systematic impact on the T-dependent and T-independent immunoglobulin production (Sanchez et al., 2020).
Synbiotics consist of probiotics and prebiotics to achieve synergistic and complementary effects on their functions (Salminen et al., 2021). A recent meta-analysis of randomized controlled clinical trials involving over 10,000 individuals showed the effectiveness of synbiotic interventions in reducing the rate of respiratory tract infections (Chan et al., 2021). Understanding the specific mechanisms of interaction between probiotics and prebiotics and their modulation of the gut environment and immune response will lead to better utilization of the synbiotics to treat infections and metabolic diseases.
Gut-Lung Axis Modulation in the Context of Bacterial Lung Infections
The lung is highly vulnerable to bacterial infections due its constant exposure to environment agents. One of the most common diseases caused by bacteria in the lungs is pneumonia that is characterized by alveolar infection and intense inflammatory response that ranges from mild to severe and can affect both the right and left lobes and may impair the gaseous exchange. The most common causes of bacterial pneumonia in immunocompetent hosts include S. pneumoniae, Haemophilus spp., and Mycobacterium tuberculosis. In immunocompromised hosts the number of pathogens that cause pneumonia is much larger, and in general those individuals are more vulnerable and have worse outcomes (van der Poll and Opal, 2009) (Table 1).
TABLE 1. Pre-clinical studies on the modulation of the microbiota for treatment of bacterial and viral lung infections.
Several studies have shown that the oral administration of different strains of probiotics, such as Lactobacillus bulgaricus CRL 423 and Streptococcus thermophilus CRL 412 (Villena et al., 2006), L. casei CRL 431 (Villena et al., 2005, 2009), L. fermentum (Cangemi De Gutierrez et al., 2001), and L. rhamnosus CRL 1505 (Barbieri et al., 2017) causes: 1) increased resistance to infection, 2) decreased number of bacteria in the lungs, and 3) increased survival of mice infected with S. pneumoniae. In general, these articles, associated this protection with an increase in neutrophils, lymphocytes, macrophages, phagocytic activity, and levels specific anti-S. pneumoniae IgG and IgA in the lungs. The increase in phagocytic activity and the number of neutrophils in the lower respiratory tract is the first line of defense against invading pathogens, and the increase in regulatory cells and cytokines contributes to the reduction of the inflammatory response and to the maintenance of tolerance to symbiotic microorganisms, which is necessary to reduce damage associated with infections by pathogens (Martin and Frevert, 2005).
Similar results were observed in mice infected with Pseudomonas aeruginosa, treated orally with the probiotics L. casei CRL 431, L. delbrueckii subsp. bulgaricus, S. thermophilus (Alvarez et al., 2001) and L. rhamnosus GG (Meitert et al., 2013). In addition, the administration of L. rhamnosus GG induces an anti-inflammatory response by increasing the levels of regulatory T cells (Treg) Foxp3+ and decreasing the production of the proinflammatory cytokine IL-6. This anti-inflammatory profile was also observed in mice infected with P. aeruginosa with intratracheal administration of probiotics L. fermentum K.C6.3.1E, L. zeae Od.76, and L. paracasei ES.D.88, demonstrated by the reduction of lung inflammation and decreased production of IL-6 and tumor necrosis factor (TNF)-α (Fangous et al., 2019).
In an experimental lung infection by K. pneumoniae, the administration of viable or inactivated probiotic Bifidobacterium longum 51A induced pulmonary clearance of K. pneumoniae by increasing ROS production in alveolar macrophages through activation of the mal/TIRAP signaling pathway (Vieira et al., 2016). There was a concomitant reduction in the inflammatory process and concentration of cytokines TNF-α and IL-6 and an increase in IL-10 in the lungs of mice. However, only viable probiotics were able to increase the levels of IL-10 in the lungs of mice. Viable B. longum 51A produces SCFA acetate in large quantities, and acetate administration in mice before respiratory infection by K. pneumoniae induced increased production of IL-10 in animals. The authors demonstrated that acetate might be the primary inducer production of IL-10 in this model (Vieira et al., 2016). In addition, intestinal colonization of germ-free mice with B. longum 51A restored the ability of these mice to decrease infection by increasing the production of CXCL1 and the recruitment of neutrophils (Vieira et al., 2016). In mice infected with IFV, the lower quantity of acetate was also related to increased susceptibility to secondary respiratory pneumococcal infection, mainly due to the impaired bactericidal activity of alveolar macrophages, and this detrimental effect was restored after acetate supplementation (Sencio et al., 2020).
The potential of probiotics to protect the host from pulmonary infections has also been assessed in several clinical studies, including diverse patients, methodological designs, and inclusion criteria (Table 2). Most of these studies focused on probiotics for prevention and treatment of nosocomial pulmonary infections in patients admitted to intensive care units (ICUs). Two prospective, randomized, double-blind, and placebo-controlled studies showed that the probiotics L. casei rhamnosus Lcr35 and L. rhamnosus GG, administered orally or oropharyngeally, resulted in decreased colonization and infection of the LRT by P. aeruginosa or related gram-positive and gram-negative pathogens in patients admitted to the ICU using mechanized pulmonary ventilation (Forestier et al., 2008; Morrow et al., 2010). Only one study showed that administration of a synbiotic consisting of B. breve Yakult, L. casei Shirota, and galactooligosaccharides decreased the incidence of ventilator-associated pneumonia (VAP) in patients diagnosed with sepsis admitted to the ICU (Shimizu et al., 2018).
TABLE 2. Clinical studies on the modulation of the microbiota for treatment of bacterial and viral lung infections.
In general, we can conclude that the modulation of the intestinal microbiota, mainly with probiotics, is an exciting alternative for treating lung diseases caused by bacteria. Although it is already well established in the literature that probiotic species and strains behave differently according to their metabolic pathways and their interaction with the host, the probiotic species used against lung alterations attract attention to those from the Lactobacillus genus. Most articles demonstrated that non-specific immune responses mediated by probiotics, prebiotics, and symbionts are the principal host protection against lung bacteria. Generally, it seemed more significant phagocytic activity of lung macrophages, reduced lung bacterial load, and less tissue inflammation, associated with increased levels of IL-4 and IL-10, increased frequency of Treg cells, increased production of IgA and IgG, and reduced of IL-6 and TNF-α levels. This demonstrates a more resolving anti-inflammatory profile after modulation of the host’s intestinal microbiota. Despite the benefits, these articles use different study designs, experimental models, doses, and routes of administration, making it challenging to translate the results obtained in animal models to humans and thus develop more specific therapies with probiotics.
Gut-Lung Axis Modulation in the Context of Lung Viral Infections
Viral infections generally cause common cold, bronchiolitis, and pneumonia and vary widely in severity depending on age, immune and nutritional status, genetics, and use of antibiotics. IFV, RSV, and rhinovirus are the most abundant and common causes of lung infections (Jain, 2017). IFV is well known to cause outbreaks of varying severity every year, but recently the novel coronavirus SARS-CoV-2 has emerged as a pandemic that has caused more than 3.5 million deaths (Zhu et al., 2020) (Table 1).
Several studies have demonstrated the potential for oral and intranasal administration of probiotics such as L. casei Shirota (Yasui et al., 2004), L. rhamnosus M21 (Song et al., 2016), L. pentosus S-PT84 (Izumo et al., 2010), and L. plantarum and Leuconostoc mesenteroides (Bae et al., 2018) to protect and increase the survival of IFV-infected animals, mainly by inducing anti-viral immune responses with the activation of NK cells and increased production of cytokines such as IL-12 and IFN-γ, increased production of IgA in the respiratory mucosa, and reduction of polymorphonuclear inflammatory infiltrate in the lung tissue. In addition to these protective effects, L. rhamnosus GG administered intranasally (Harata et al., 2010), and L. acidophilus L-92 (Goto et al., 2013) also demonstrated the ability to increase the levels of proinflammatory cytokines, such as IL-1β, monocyte chemotactic protein 1 (MCP-1), and chemokines such as eotaxin and M-CSF.
Dendritic cells are crucial for developing immune responses because of their ability to detect pathogens through TLRs and create a link between innate and adaptive immune responses. Mice with depleted alveolar macrophages lost the anti-viral protection against IFV infection conferred by increasing IL-12 and IFN-γ levels after oral administration of the probiotic L. plantarum DK119 (Park et al., 2013). In addition, the importance of dendritic cells was demonstrated after oral administration of the probiotic Lactococcus lactis subsp. lactis JCM5805 in mice infected with murine parainfluenza virus. The authors showed that the probiotic was incorporated into CD11c+ immune cells in Peyer’s patches and activated plasmacytoid dendritic cells that produce type I IFNs at draining mucosal sites. The authors also observed an increase in IFN-related genes, such as lsg15, Oasl2, and Viperin in the lungs, suggesting that the type I IFN produced by plasmacytoid dendritic cells could reach systemic levels and induce anti-viral activity in the lungs. In addition, ex vivo stimulation with murine parainfluenza virus of lung lymphocytes from mice treated with JCM5805 demonstrated high expression of IFN-α and IFN-β (Jounai et al., 2015).
Determining the taxonomic composition and function of the microbiota is crucial for understanding the impact of probiotics on the protective response against pathogens. The oral administration of L. paracasei CNCM I-1518 did not modify the gut microbiota structure in mice infected with IFV; however, it conferred protection against the virus (Belkacem et al., 2017).
Diets rich in inulin and SCFAs improve mice lung pathology after infection with IFV by promoting the differentiation of alternatively activated macrophages (AAMs) from circulating Ly6C- monocytes and decreasing the immunopathological effects of neutrophils. Also SCFAs increases anti-IFV immunity by enhancing the CD8+ T cells activity by serving as a substrate for fatty acid oxidation and by specifically interacting with the receptor GPR41 (Trompette et al., 2018). One study showed that activation of GPR43 and interferon-α/β receptor (IFNAR) in pulmonary epithelial cells by SCFA acetate induced increased levels of IFN-β in the lungs and increased protection of mice in an experimental model of RSV infection (Antunes et al., 2019).
Other probiotic-derived metabolites also require further investigations. A peptide P18 produced by the probiotic Bacillus subtilis 3 (UCM B-5007) share high structural homology with IFV neutralizing antibody, and it is capable of inhibit IFV replication in vitro and protect 80% of mice from lethal IFV infection when administered in a therapeutic regimen. This protection is superior to that observed using the anti-viral drug oseltamivir (approximately 70%) (Starosila et al., 2017).
Double-stranded RNA intermediates from IFV and RSV are associated with changes in the host’s coagulation process by activation of receptors such as TLR-3, and retinoic acid-inducible gene I (RIG-I). The activation of these receptors by these viruses, increases the expression of coagulation factors in endothelial cells and monocytes and inhibits fibrinolysis, inducing a prothrombotic state in the hosts, leading to fibrin deposition in the pulmonary alveoli and exacerbation of tissue inflammation. In order to address this issue one study demonstrated in a murine model of IFV and RSV infection, that oral administration of L. rhamnosus CRL 1505 in mice increases the clearance of both viruses and controls immune-coagulative responses initiated by the activation of TLR-3 in the lungs, in a process dependent on IL-10 (Zelaya et al., 2014).
Intranasal administration of viable or heat-killed L. plantarum NCIMB 8826 and L. reuteri F275 protected mice from lethal pneumonia virus of mice (PVM) infection. The lungs showed minimal inflammation, with fewer granulocytes and an increased number of lymphocytes, correlated with a reduction in proinflammatory cytokines CXCL10, CXCL1, CCL2, and TNF-α. Evaluation of the lymphocyte populations demonstrated that treatment did not result in changes in the relative proportions of CD4+ T cells (CD3+CD4+CD8−), CD8+ (CD3+CD4−CD8+), or B cells (B220+). In contrast, the fraction of NK cells (CD3−DX5+) decreased. The authors demonstrated that these results are not specific for L. plantarum NCIMB 8826 and L. reuteri F275, as the same protection was observed when using the non-pathogenic gram-positive bacteria Listeria innocua. These probiotics also increased the survival of mice infected with the PVM, with the deleted MyD88 (TLRs adapter protein) gene (MyD88−/−), thus demonstrating that this induced protection can be TLR-independent (Gabryszewski et al., 2011). However, other studies have determined that the anti-viral activity of probiotics is related to the activation of TLRs. This was demonstrated in mice with L. rhamnosus probiotics CRL1505 and CRL1506 that differentially activate the TLR3/RIF-I pathway to inoculate with poly (I:C) (a molecular pattern associated with viruses). The activation of TLR3/RIF-I leads to increased production of IFN-γ, IFN-β, TNF-α, IL-6, and IL-10, the frequency of CD3+CD4+IFN-γ+, CD3+CD4+IL-10+, and the dendritic cells D11c+CD11blowCD103+ and CD11c+CD11bhighCD103, in the lungs. Additionally, this study showed an increase in MHC-II levels in both populations of dendritic cells. The authors also demonstrated that this protective response and modulation of the immune response were similar to those observed in mice infected with the human RSV strain (Tomosada et al., 2013).
Clinical studies showed that probiotics have general effects on viral infections of the respiratory tract (Table 2). A randomized, double-blind, placebo-controlled study, on preterm infants showed that a synbiotic composed of L. rhamnosus GG ATCC5310 and galactooligosaccharides and polydextrose reduced the rate of rhinovirus infection compared to the placebo group (Luoto et al., 2014). In school-aged children, consumption of L. brevis KB290 during the influenza season was associated with a reduction in the clinical diagnosis of IFV infection (Waki et al., 2014). In a randomized, double-blind, placebo-controlled pilot study, the probiotic L. rhamnosus GG was also associated with a reduction in the occurrence of influenza infections (Wang et al., 2018).
As demonstrated, the most used probiotics in studies of pulmonary diseases caused by viruses are also those of the Lactobacillus genus. The effects of this genus related to increased protection against viruses are linked to increased production of IFN types I and II, proinflammatory cytokines such as IL-12 and IFN-γ, or even increased expression of genes encoding anti-viral factors. Unfortunately, a mechanistic basis for the observed beneficial effects of probiotics in combating viral lung infections is often not well defined. This knowledge gap is mainly because most experiments using probiotics for viral treatment use different study designs and experimental models, doses, times, and routes of administration. Therefore, more research is needed to understand better the role of probiotics in our immune system in fighting viral pulmonary infections.
The Gut-Lung Axis During SARS-CoV-2 Infection
The severe acute respiratory syndrome coronavirus 2 (SARS-CIoV-2), which causes coronavirus disease 2019 (COVID-19), has spread around the world since 2019 and has been declared a pandemic that continues to spread with devastating consequences to public health. As of July 2021, there were approximately 190, 600, 300 global confirmed cases and 4,130,000 confirmed deaths.
SARS-CoV-2 can invade human cells by binding its spike protein to a variety of receptors, such as angiotensin-converting enzyme 2 (ACE2), neuropilin-1, tyrosine-protein kinase receptor (AXL), and antibody–FcγR complexes (V’kovski et al., 2021). The current evidence suggests that the severity of COVID-19 is a consequence of a hyperinflammatory immune response culminating in a ‘cytokine storm’, with markedly increased levels of proinflammatory cytokines such as IL-1, IL-6, IL-12, IFN-γ, and TNF-α, which elicit extensive local and systemic tissue damage (Coperchini et al., 2020).
Recent studies have revealed that patients infected with SARS-CoV-2 demonstrate intestinal dysbiosis, which correlates with the susceptibility and severity of COVID-19 (Zuo et al., 2020; Yeoh et al., 2021). Though some studies detected SARS-CoV-2 RNA in the feces of patients, the activity and infectivity of SARS-CoV-2 in the GI tract are still largely unknown (Zuo et al., 2021). However, as ACE2 is highly expressed in the intestinal epithelia, this receptor may be involved in gastrointestinal symptoms that are common in severe cases (Chen et al., 2020; Villapol, 2020; Koester et al., 2021). Interestingly, in a study with gnotobiotic rats, researchers demonstrated that the gut microbiota regulates the colonic mRNA of ACE2 (Yang et al., 2020).
Another study demonstrated that patients with severe COVID-19 had a significant decrease in the abundance of butyrate-producing bacteria, such as Faecalibacterium prausnitzii, Clostridium butyricum, Clostridium leptum, and Eubacterium rectale, and an increased number of common opportunistic pathogens, Enterococcus and Enterobacteriaceae (Tang et al., 2020). In non-human primates infected with SARS-CoV-2, 16S rRNA analysis of the microbial gut community showed changes in the taxonomic composition, with the relative abundance of Acinetobacter and Ruminococcaceae being positively correlated with the presence of SARS-CoV-2 in the URT. In addition, SARS-CoV-2 infection significantly alters the metabolite composition with a reduction in the levels of SCFAs, bile acids, and tryptophan metabolites (Sokol et al., 2021).
The impact of probiotics in COVID-19 and in the cytokine storm can be deduced by their known mechanisms in modulating immune response and inflammation (He et al., 2020; de Oliveira et al., 2021), but more basic and clinical research is needed to show their benefits. In a retrospective study of ICU patients diagnosed with pneumonia caused by SARS-CoV-2, the association of the best available therapy with the probiotics S. thermophilus DSM 32245, B. lactis DSM 32246, B. lactis DSM 32247, L. acidophilus DSM 32241, L. helveticus DSM 32242, L. paracasei DSM 32243, L. plantarum DSM 32244, and L. brevis DSM 27961 showed a positive association with reduced mortality (Ceccarelli et al., 2021).
Gut-Lung Axis Modulation in the Context of Fungal Lung Infections
Among the wide variety of respiratory pathogens, fungi are responsible for only a small proportion of nosocomial or community-acquired pneumonia. However, these species are of relevant medical interest, as fungi cause high morbidity and mortality especially when they affect immunosuppressed patients, or patients with chronic lung diseases, such as chronic obstructive pulmonary disease (COPD) (Charlson et al., 2012; Delhaes et al., 2012).
Although some studies showed that the microbiota in the gut-lung axis is fundamental to the host response to lung infections by fungi, most studies that have demonstrated antimycotic action against respiratory pathogens have been carried out in vitro. In vitro experiments showed that the bacterium Bacillus safensis can block, in a contact-dependent manner, several Cryptococcus neoformans virulence factors including melanin, antiphagocytic capsule, and biofilm formation (Mayer and Kronstad, 2017). Many microorganisms of the genus Bacillus are characterized as probiotics (Hong et al., 2005); however, B. safensis has not yet been characterized as such. B. safensis is phylogenetically close to the probiotic B. pumilus (Satomi et al., 2006), and its anti-fungal activity has been described (Pandya and Saraf, 2015), making B. safensis an exciting candidate for studies of biological safety and probiotic activity. Another study demonstrated in vitro that treatment with concentrated cell-free supernatant from the culture of L. plantarum 16 altered the transcription of genes involved in a variety of cellular functions, especially those related to cellular metabolism, which culminated in the complete inhibition of spore germination and development of the germ tubes and hyphae of the pathogen A. fumigatus (Crowley et al., 2013). In one in vivo study using the probiotics Saccharomyces boulardii, L. paracasei ST-11, and L. rhamnosus GG, mice were not protected against lung infection caused by the pathogen Cryptococcus gattii (Oliveira et al., 2017).
The recognition of lectins in the fungal cell wall by PRRs is crucial for the activation of dendritic cells and macrophages and the activation of T cells, including Th1 and Th17, which are the best defense strategies against fungal infections, as they help promote the clearance of fungi through innate effectors such as neutrophils and macrophages. The activation of Treg cells and anti-inflammatory cytokines is also fundamental to the anti-fungal immune response, as these cells and molecules are essential for controlling the inflammatory response. The immune response against fungi has already been extensively reviewed by other authors, such as Lionakis et al. (2017).
Among the opportunistic species that affect the lungs, Aspergillus spp. are the primary etiologic agents of invasive lung diseases and mainly affect transplant patients (Kontoyiennis et al., 2010; Pappas et al., 2010). Evidence also suggests that COPD patients are at a high risk of developing invasive aspergillosis, although this association is poorly explored (Hammond et al., 2020). An experimental study demonstrated the importance of intestinal microbiota in structuring the pulmonary anti-Aspergillus immune response. During infection by A. fumigatus, the administration of antibiotics decreased the number of Th17 cells and IL-17 in the lungs, which correlated with a decrease in intestinal colonization by segmented filamentous bacteria (SFB). By investigating how commensal SFBs were linked to this phenotype, the authors, through serum transfer experiments from mice colonized by SFB to negative SFB mice, demonstrated that SFBs contribute to the accumulation of Th17 cells in the lung by inducing an increase in IL-1. This was confirmed when mice that received serum pre-incubated with an IL-1 antagonist attenuated the response of Th17 cells in the lungs (McAleer et al., 2016). Germ-free mice (GF) infected with C. gattii showed greater susceptibility to lung colonization, mortality, correlated with reduced levels of IFN-γ, IL-1β, and IL-17 and reduced phagocytosis and ROS production than conventional mice. After restoring the intestinal microbiota those mice mounted a stronger response to infection by C. gattii, associated with prolonged survival rates and higher levels of inflammatory mediators (Costa et al., 2016).
Pneumocystis jirovecii is another opportunistic fungus that causes pneumonia, particularly in HIV-positive patients, with an inverse relationship between the CD4+ T cell count in the blood and the risk of infection by P. jirovecii (Dunbar et al., 2020). When investigating the diversity of the intestinal microbial community between immunocompetent mice and mice depleted of CD4+ T cells, with pneumonia caused by Pneumocystis murina, there was a significant change in alpha and beta diversity and a change in the taxonomic abundance of the intestinal microbiota among these groups, suggesting that the loss of CD4+ T cells affects the intestinal microbiota and the response to P. murina. P. murina infection was also found to increase the expression of genes in the intestinal microbiota related to carbohydrate energy metabolism, xenobiotic degradation, and signal transduction pathways (Samuelson et al., 2016a).
Another study demonstrated that vaccination, using a prime-boost vaccination strategy, with live P. murina induced protection against subsequent lung infection with the same pathogen in immunocompetent mice and even in mice depleted of CD4+ T cells. In immunocompetent mice, this immunization increased the number of CD4+ T cells, CD8+ T cells, CD19+ B cells, and CD11b+ macrophages in the lungs after a respiratory infection and increased the levels of IgG and IgA specific for P. murina. A significant reduction in the lung load of P. murina was observed in serum transfer experiments from non-infected and immunized mice to infected mice. The beta diversity of the intestinal microbial community in mice immunized with P. murina was also altered, suggesting that the effectiveness of this immunization may be partly related to the modification of the microbiota; however, further studies are needed to determine whether changes in the microbiota participate in the induction of immunological memory in P. murina (Samuelson et al., 2016b).
Despite the importance of the intestinal microbiota and its metabolites for the development of anti-fungal immune responses, and in vitro studies demonstrate that probiotics have an action against fungi that cause lung infections, there have been no reports of robust studies aiming to assess the effectiveness of the modulation of in vivo intestinal microbiota for the prevention and/or treatment of pulmonary fungal infections. Thus, with the significance of lung infections in mind, more researchers urgently need to turn their attention to this broad and promising field.
Gut-Lung Axis Modulation in the Context of Parasitic Lung Infection
Many helminths cause disease, but they have been shown to also influence the pulmonary immune response. Similar to bacteria, they co-evolved with the host’s immune system to maintain a mutually beneficial relationship (Schwartz et al., 2018). Some helminths also share the same niche, the intestinal lumen, with bacteria belonging to the microbiota, and some studies have shown that there are complex interactions between the two (Leung et al., 2018). The intestinal microbiota acts as one of the main inducers of the activation and function of local and systemic antiparasitic responses, such as the activation of Th2 cells and eosinophils (Jiménez-Saiz et al., 2020).
During the larval phase of their life cycle, different species of helminths, such as Ascaris lumbricoides, Toxocara sp., Necator americanus, Ancylostoma duodenale, and Strongyloides sp., migrate through the lungs and induce pathological immune responses and cause tissue damage, such as eosinophilic pneumonia, which is characterized mainly by increased infiltration of eosinophils in the lung parenchyma and blood eosinophilia (Akuthota and Weller, 2012).
Some studies involving the modulation of the microbiota in spite of helminth infections have focused only on intestinal pathology and on the parasitological aspects of the infection, such as intestinal parasitic load, release of eggs in the feces, and survival of mice. This was demonstrated experimentally with the probiotic L. casei ATCC7469 in infection with Trichinella spiralis (Bautista-Garfias et al., 2001), B. animalis 04450B against infection by S. venezuelensis (Oliveira-Sequeira et al., 2014), and S. boulardii in mice infected with T. canis (Avilada et al., 2012). However, researchers have already reported the beneficial effect of probiotics in reducing the parasitic burden of larval stages during T. canis infection in mice. In vitro experiments demonstrated a reduction in the viability of T. canis larvae after direct incubation with live cells or cell-free supernatant of the probiotic Enterococcus faecalis CECT712. The same study also showed that oral administration of E. faecalis CECT712 significantly reduced the number of T. canis larvae found in the lungs of these animals (Chiodo et al., 2010). L. rhamnosus (Walcher et al., 2018) and L. acidophilus ATCC 4356 (Cadore et al., 2020) were also able to reduce the parasitic larval burden of T. canis in the lungs of mice, but had no antiparasitic action against the larvae in vitro, which indicates the indirect action of these two probiotics on T. canis, probably related to the stimulation of the protective immune response. The administration of S. boulardii in mice infected with T. canis increased the transcription of genes encoding IL-12 and IFNγ, which correlated with a decrease in the number of larvae in the lungs and other tissues (de Avila et al., 2016).
Some probiotics, mainly from the Lactobacillus genera, showed action in vitro and in vivo against helminths that cycle through the lungs. However, differences in the efficacy of species and strains used can be attributed to variability in the experimental models, the probiotic dose, and the administration route. However, data are insufficient to determine the molecular mechanisms by which probiotics act on helminths that cycle through the lungs. Furthermore, further studies on host-microbiota-helminth interaction mechanisms are needed to validate the actions of probiotics in clinical studies with humans.
Studies Perspectives and Conclusion
Although studies have shown that probiotics, prebiotics, and synbiotics have prophylactic and therapeutic effects against lung infections caused by bacteria, viruses, fungi, and helminths, further studies are needed to better understand the mechanisms of action and molecular pathways involved in these strategies. It is necessary to favor the translational use of gut microbiota modulation strategies as a therapeutic approach to human lung diseases. In addition, since the effect of these strategies is highly linked to the strains of the microorganism and the dose and route of administration, more in-depth investigations should be performed, considering well-defined experimental protocols. Considering the complexity of the microbiota and its interaction with the host, it is also important to determine whether this strategy acts in synergy with the microbiota or has another mechanism involving direct action against the lung pathogen or modulation of the host immune system. In addition, it is important to emphasize the therapeutic window necessary to restore the gut microbiota to re-establish homeostasis after lung infection control.
Author Contributions
CC wrote the manuscript, tables, and made the figures; MR and AV contributed to the design, writing, and review of the manuscript. The authors read and approved the final manuscript.
Funding
This work was supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) (402530/2020-9) and (420350/2018-7) to ATV and to CSC Fellowship, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES), Fundação de Amparo à Pesquisa de Minas Gerais (FAPEMIG) (APQ-03328-18), Pro-Reitoria de Pesquisa da Universidade Federal de Minas Gerais -PRPq and Instituto Serrapilheira (Serra-1912-31552).
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.
Abbreviations
GF, Germ-free; GPCR, G-protein-coupled receptors; ICU, Intensive care units; IFV, Influenza virus; PRR, attern recognition receptors; PVM, Pneumonia virus of mice; ROS, Reactive oxygen species; RSV, Respiratory syncytial virus; SCFA, Short-chain fatty acids; SFB, Segmented filamentous bacteria; URT, Upper respiratory tract; VAP, Ventilator-associated pneumonia.
References
Akuthota, P., and Weller, P. F. (2012). Eosinophilic Pneumonias. Clin. Microbiol. Rev. 25, 649–660. doi:10.1128/CMR.00025-12
Alvarez, S., Herrero, C., Bru, E., and Perdigon, G. (2001). Effect of Lactobacillus Casei and Yogurt Administration on Prevention of Pseudomonas aeruginosa Infection in Young Mice. J. Food Prot. 64, 1768–1774. doi:10.4315/0362-028X-64.11.1768
Antunes, K. H., Fachi, J. L., de Paula, R., da Silva, E. F., Pral, L. P., dos Santos, A. Á., et al. (2019). Microbiota-Derived Acetate Protects Against Respiratory Syncytial Virus Infection Through a GPR43-Type 1 Interferon Response. Nat. Commun. 10, 3273–3317. doi:10.1038/s41467-019-11152-6
Avilada, L. F. d. C. d. C. de., Conceição, F. R., Telmo, P. d. L., Dutra, G. F., Santos, D. G. d. l., Martins, L. H. R., et al. (2012). Saccharomyces Boulardii Reduces Infection Intensity of Mice With Toxocariasis. Vet. Parasitol. 187, 337–340. doi:10.1016/j.vetpar.2012.01.002
Bae, J. Y., Kim, J. I., Park, S., Yoo, K., Kim, I. H., Joo, W., et al. (2018). Effects of Lactobacillus Plantarum and Leuconostoc Mesenteroides Probiotics on Human Seasonal and Avian Influenza Viruses. J. Microbiol. Biotechnol. 28, 893–901. doi:10.4014/jmb.1804.04001
Barbieri, N., Herrera, M., Salva, S., Villena, J., and Alvarez, S. (2017). Lactobacillus Rhamnosus CRL1505 Nasal Administration Improves Recovery of T-Cell Mediated Immunity Against Pneumococcal Infection in Malnourished Mice. Benef. Microbes. 8, 393–405. doi:10.3920/BM2016.0152
Bautista-Garfias, C. R., Ixta-Rodríguez, O., Martínez-Gómez, F., López, M. G., and Aguilar-Figueroa, B. R. (2001). Effect of Viable or Dead Lactobacillus Casei Organisms Administered Orally to Mice on Resistance against trichinella Spiralis Infection. Parasite. 8, S226–S228. doi:10.1051/parasite/200108s2226
Belkacem, N., Serafini, N., Wheeler, R., Derrien, M., Boucinha, L., Couesnon, A., et al. (2017). Lactobacillus Paracasei Feeding Improves Immune Control of Influenza Infection in Mice. PLoS One. 12, e0184976. doi:10.1371/journal.pone.0184976
Bermudez-Brito, M., Plaza-Díaz, J., Muñoz-Quezada, S., Gómez-Llorente, C., and Gil, A. (2012). Probiotic Mechanisms of Action. Ann. Nutr. Metab. 61, 160–174. doi:10.1159/000342079
Budden, K. F., Gellatly, S. L., Wood, D. L. A., Cooper, M. A., Morrison, M., Hugenholtz, P., et al. (2017). Emerging Pathogenic Links Between Microbiota and the Gut-Lung Axis. Nat. Rev. Microbiol. 15, 55–63. doi:10.1038/nrmicro.2016.142
Cadore, P. S., Walcher, D. L., Sousa, N. F., Martins, L. H., Hora, V. P., Groll, A. Von., et al. (2020). Protective Effect of the Probiotic Lactobacillus Acidophilus ATCC 4356 in BALB/c Mice Infected with Toxocara Canis. Rev. Inst. Med. Trop. Sao Paulo. 63, 1–6. doi:10.1590/S1678-9946202163009
Cangemi De Gutierrez, R., Santos, V., and Nader-Macías, M. E. (2001). Protective Effect of Intranasally Inoculated Lactobacillus Fermentum against Streptococcus Pneumoniae challenge on the Mouse Respiratory Tract. FEMS Immunol. Med. Microbiol. 31, 187–195. doi:10.1111/j.1574-695X.2001.tb00519.x
Ceccarelli, G., Borrazzo, C., Pinacchio, C., Santinelli, L., Innocenti, G. P., Cavallari, E. N., et al. (2021). Oral Bacteriotherapy in Patients with COVID-19: A Retrospective Cohort Study. Front. Nutr. 7, 1–8. doi:10.3389/fnut.2020.613928
Chan, C. K. Y., Tao, J., Chan, O. S., Li, H.-B., and Pang, H. (2020). Preventing Respiratory Tract Infections by Synbiotic Interventions: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Adv. Nutr. 11, 979–988. doi:10.1093/ADVANCES/NMAA003
Charlson, E. S., Diamond, J. M., Bittinger, K., Fitzgerald, A. S., Yadav, A., Haas, A. R., et al. (2012). Lung-Enriched Organisms and Aberrant Bacterial and Fungal Respiratory Microbiota after Lung Transplant. Am. J. Respir. Crit. Care Med. 186, 536–545. doi:10.1164/rccm.201204-0693OC
Chen, R., Yu, Y. L., Li, W., Liu, Y., Lu, J. X., Chen, F., et al. (2020). Gastrointestinal Symptoms Associated With Unfavorable Prognosis of COVID-19 Patients: A Retrospective Study. Front. Med. (Lausanne). 7, 608259–9. doi:10.3389/fmed.2020.608259
Chiodo, P. G., Sparo, M. D., Pezzani, B. C., Minvielle, M. C., and Basualdo, J. A. (2010). In Vitro and In Vivo Effects of Enterococcus faecalis CECT7121 on Toxocara Canis. Mem. Inst. Oswaldo Cruz. 105, 615–620. doi:10.1590/S0074-02762010000500003
Coperchini, F., Chiovato, L., Croce, L., Magri, F., and Rotondi, M. (2020). The Cytokine Storm in COVID-19: An Overview of the Involvement of the Chemokine/Chemokine-Receptor System. Cytokine Growth Factor. Rev. 53, 25–32. doi:10.1016/j.cytogfr.2020.05.003
Costa, M. C., Santos, J. R., Ribeiro, M. J., Freitas, G. J., Bastos, R. W., Ferreira, G. F., et al. (2016). The Absence of Microbiota Delays the Inflammatory Response to Cryptococcus Gattii. Int. J. Med. Microbiol. 306, 187–195. doi:10.1016/j.ijmm.2016.03.010
Crowley, S., Mahony, J., Morrissey, J. P., and van Sinderen, D. (2013). Transcriptomic and Morphological Profiling of Aspergillus Fumigatus Af293 in Response to Antifungal Activity Produced by Lactobacillus Plantarum 16. Microbiology (Reading). 159, 2014–2024. doi:10.1099/mic.0.068742-0
Dang, A. T., and Marsland, B. J. (2019). Microbes, Metabolites, and the Gut-Lung Axis. Mucosal Immunol. 12, 843–850. doi:10.1038/s41385-019-0160-6
de Avila, L. F., de Leon, P. M., de Moura, M. Q., Berne, M. E., Scaini, C. J., and Leivas Leite, F. P. (2016). Modulation of IL-12 and IFNγ by Probiotic Supplementation Promotes protection Against Toxocara canis Infection in Mice. Parasite Immunol. 38, 326–330. doi:10.1111/pim.12314
de Oliveira, G. L. V., Oliveira, C. N. S., Pinzan, C. F., de Salis, L. V. V., and Cardoso, C. R. d. B. (2021). Microbiota Modulation of the Gut-Lung Axis in COVID-19. Front. Immunol. 12, 635471. doi:10.3389/fimmu.2021.635471
Delhaes, L., Monchy, S., Fréalle, E., Hubans, C., Salleron, J., Leroy, S., et al. (2012). The Airway Microbiota in Cystic Fibrosis: a Complex Fungal and Bacterial Community-Iimplications for Therapeutic Management. PLoS One. 7, e36313. doi:10.1371/journal.pone.0036313
Dickson, R. P., Erb-Downward, J. R., Freeman, C. M., McCloskey, L., Beck, J. M., Huffnagle, G. B., et al. (2015). Spatial Variation in the Healthy Human Lung Microbiome and the Adapted Island Model of Lung Biogeography. Ann. Am. Thorac. Soc. 12, 821–30. doi:10.1513/AnnalsATS.201501-029OC
Doron, S., and Snydman, D. R. (2015). Risk and Safety of Probiotics. Clin. Infect. Dis. 60 Suppl 2, S129–S134. doi:10.1093/cid/civ085
Dunbar, A., Schauwvlieghe, A., Algoe, S., van Hellemond, J. J., Reynders, M., Vandecasteele, S., et al. (2020). Epidemiology of Pneumocystis Jirovecii Pneumonia and (Non-)use of Prophylaxis. Front. Cel. Infect. Microbiol. 10, 224–227. doi:10.3389/fcimb.2020.00224
Fan, Y., and Pedersen, O. (2021). Gut Microbiota in Human Metabolic Health and Disease. Nat. Rev. Microbiol. 19, 55–71. doi:10.1038/s41579-020-0433-9
Fangous, M. S., Alexandre, Y., Hymery, N., Gouriou, S., Arzur, D., Blay, G. L., et al. (2019). Lactobacilli Intra-Tracheal Administration Protects from Pseudomonas aeruginosa Pulmonary Infection in Mice - a Proof of Concept. Benef. Microbes. 10, 893–900. doi:10.3920/BM2019.0069
Faure, S., and de Santa Barbara, P. (2011). Molecular Embryology of the Foregut. J. Pediatr. Gastroenterol. Nutr. 52 Suppl 1, S2–S3. doi:10.1097/MPG.0b013e3182105a1a
Ferkol, T., and Schraufnagel, D. (2014). The Global Burden of Respiratory Disease. Ann. Am. Thorac. Soc. 11, 404–406. doi:10.1513/AnnalsATS.201311-405PS
Fijan, S. (2014). Microorganisms With Claimed Probiotic Properties: An Overview of Recent Literature. Int. J. Environ. Res. Public Health. 11, 4745–4767. doi:10.3390/ijerph110504745
Forestier, C., Guelon, D., Cluytens, V., Gillart, T., Sirot, J., and De Champs, C. (2008). Oral Probiotic and Prevention of Pseudomonas aeruginosa Infections: A Randomized, Double-Blind, Placebo-Controlled Pilot Study in Intensive Care Unit Patients. Crit. Care. 12, R69–R10. doi:10.1186/cc6907
Fukuda, S., Toh, H., Hase, K., Oshima, K., Nakanishi, Y., Yoshimura, K., et al. (2011). Bifidobacteria can Protect From Enteropathogenic Infection Through Production of Acetate. Nature 469, 543–549. doi:10.1038/nature09646
Gabryszewski, S. J., Bachar, O., Dyer, K. D., Percopo, C. M., Killoran, K. E., Domachowske, J. B., et al. (2011). Lactobacillus-Mediated Priming of the Respiratory Mucosa Protects Against Lethal Pneumovirus Infection. J. Immunol. 186, 1151–1161. doi:10.4049/jimmunol.1001751
Galvão, I., Tavares, L. P., Corrêa, R. O., Fachi, J. L., Rocha, V. M., Rungue, M., et al. (2018). The Metabolic Sensor GPR43 Receptor Plays a Role in the Control of Klebsiella Pneumoniae Infection in the Lung. Front. Immunol. 9, 1–11. doi:10.3389/fimmu.2018.00142
Goto, H., Sagitani, A., Ashida, N., Kato, S., Hirota, T., Shinoda, T., et al. (2013). Anti-Influenza Virus Effects of Both Live and Non-Live Lactobacillus Acidophilus L-92 Accompanied by the Activation of Innate Immunity. Br. J. Nutr. 110, 1810–1818. doi:10.1017/S0007114513001104
Grice, E. A., and Segre, J. A. (2012). The Human Microbiome: Our Second Genome. Annu. Rev. Genomics Hum. Genet. 13, 151–170. doi:10.1146/annurev-genom-090711-163814
Hammond, E. E., McDonald, C. S., Vestbo, J., and Denning, D. W. (2020). The Global Impact of Aspergillus Infection on COPD. BMC Pulm. Med. 20, 241. doi:10.1186/s12890-020-01259-8
Hand, T. W., Vujkovic-Cvijin, I., Ridaura, V. K., and Belkaid, Y. (2016). Linking the Microbiota, Chronic Disease and the Immune System. Trends Endocrinol. Metab. 27, 831–843. doi:10.1016/j.tem.2016.08.003
Harata, G., He, F., Hiruta, N., Kawase, M., Kubota, A., Hiramatsu, M., et al. (2010). Intranasal Administration of Lactobacillus Rhamnosus GG Protects Mice From H1N1 Influenza Virus Infection by Regulating Respiratory Immune Responses. Lett. Appl. Microbiol. 50, 597–602. doi:10.1111/j.1472-765X.2010.02844.x
Harzallah, D., and Belhadj, H. (2013). Lactic Acid Bacteria as Probiotics: Characteristics, Selection Criteria and Role in Immunomodulation of Human GI Muccosal Barrier. Lact. Acid Bact. - R. D Food Heal. Livest. Purp. 8, 197–216. doi:10.5772/50732
He, L. H., Ren, L. F., Li, J. F., Wu, Y. N., Li, X., and Zhang, L. (2020). Intestinal Flora as a Potential Strategy to Fight SARS-CoV-2 Infection. Front. Microbiol. 11, 1388. doi:10.3389/fmicb.2020.01388
Hong, H. A., Duc, le. H., and Cutting, S. M. (2005). The Use of Bacterial Spore Formers as Probiotics. FEMS Microbiol. Rev. 29, 813–835. doi:10.1016/j.femsre.2004.12.001
Ichinohe, T., Pang, I. K., Kumamoto, Y., Peaper, D. R., Ho, J. H., Murray, T. S., et al. (2011). Microbiota Regulates Immune Defense Against Respiratory Tract Influenza a Virus Infection. Proc. Natl. Acad. Sci. U. S. A. 108, 5354–5359. doi:10.1073/pnas.1019378108
Izumo, T., Maekawa, T., Ida, M., Noguchi, A., Kitagawa, Y., Shibata, H., et al. (2010). Effect of Intranasal Administration of Lactobacillus Pentosus S-PT84 on Influenza Virus Infection in Mice. Int. Immunopharmacol. 10, 1101–1106. doi:10.1016/j.intimp.2010.06.012
Jain, S. (2017). Epidemiology of Viral Pneumonia. Clin. Chest Med. 38, 1–9. doi:10.1016/j.ccm.2016.11.012
Jiménez-Saiz, R., Anipindi, V. C., Galipeau, H., Ellenbogen, Y., Chaudhary, R., Koenig, J. F., et al. (2020). Microbial Regulation of Enteric Eosinophils and its Impact on Tissue Remodeling and Th2 Immunity. Front. Immunol. 11, 155. doi:10.3389/fimmu.2020.00155
Jounai, K., Sugimura, T., Ohshio, K., and Fujiwara, D. (2015). Oral Administration of Lactococcus Lactis Subsp. Lactis JCM5805 Enhances Lung Immune Response Resulting in Protection from Murine Parainfluenza Virus Infection. PLoS One. 10, e0119055–16. doi:10.1371/journal.pone.0119055
Kim, M. H., Kang, S. G., Park, J. H., Yanagisawa, M., and Kim, C. H. (2013). Short-Chain Fatty Acids Activate GPR41 and GPR43 on Intestinal Epithelial Cells to Promote Inflammatory Responses in Mice. Gastroenterology 145, 396–406. e10. doi:10.1053/j.gastro.2013.04.056
Koester, S. T., Li, N., Lachance, D. M., Morella, N. M., and Dey, N. (2021). Variability in Digestive and Respiratory Tract Ace2 Expression Is Associated With the Microbiome. PLoS One. 16, e0248730–9. doi:10.1371/journal.pone.0248730
Kontoyiannis, D. P., Marr, K. A., Park, B. J., Alexander, B. D., Anaissie, E. J., Walsh, T. J., et al. (2010). Prospective Surveillance for Invasive Fungal Infections in Hematopoietic Stem Cell Transplant Recipients, 2001-2006: Overview of the Transplant-Associated Infection Surveillance Network (TRANSNET) Database. Clin. Infect. Dis. 50, 1091–1100. doi:10.1086/651263
Kopf, M., Schneider, C., and Nobs, S. P. (2015). The Development and Function of Lung-Resident Macrophages and Dendritic Cells. Nat. Immunol. 16, 36–44. doi:10.1038/ni.3052
Leung, J. M., Graham, A. L., and Knowles, S. C. L. (2018). Parasite-Microbiota Interactions With the Vertebrate Gut: Synthesis Through an Ecological Lens. Front. Microbiol. 9, 843–920. doi:10.3389/fmicb.2018.00843
Li, M., Wang, B., Zhang, M., Rantalainen, M., Wang, S., Zhou, H., et al. (2008). Symbiotic Gut Microbes Modulate Human Metabolic Phenotypes. Proc. Natl. Acad. Sci. U. S. A. 105, 2117–2122. doi:10.1073/pnas.0712038105
Li, M., van Esch, B. C. A. M., Wagenaar, G. T. M., Garssen, J., Folkerts, G., and Henricks, P. A. J. (2018). Pro- and Anti-Inflammatory Effects of Short Chain Fatty Acids on Immune and Endothelial Cells. Eur. J. Pharmacol. 831, 52–59. doi:10.1016/j.ejphar.2018.05.003
Limon, J. J., Skalski, J. H., and Underhill, D. M. (2017). Commensal Fungi in Health and Disease. Cell Host Microbe. 22, 156–165. doi:10.1016/j.chom.2017.07.002
Lionakis, M. S., Iliev, I. D., and Hohl, T. M. (2017). Immunity Against Fungi. JCI insight. 2, e93156. doi:10.1172/jci.insight.93156
Luoto, R., Ruuskanen, O., Waris, M., Kalliomäki, M., Salminen, S., and Isolauri, E. (2014). Prebiotic and Probiotic Supplementation Prevents Rhinovirus Infections in Preterm Infants: A Randomized, Placebo-Controlled Trial. J. Allergy Clin. Immunol. 133, 405–413. doi:10.1016/j.jaci.2013.08.020
Marsland, B. J., Trompette, A., and Gollwitzer, E. S. (2015). The Gut-Lung Axis in Respiratory Disease. Ann. Am. Thorac. Soc. 12, S150–S156. doi:10.1513/AnnalsATS.201503-133AW
Maslowski, K. M., Vieira, A. T., Ng, A., Kranich, J., Sierro, F., Yu, D., et al. (2009). Regulation of Inflammatory Responses by Gut Microbiota and Chemoattractant Receptor GPR43. Nature 461, 1282–1286. doi:10.1038/nature08530
Martin, T. R., and Frevert, C. W. (2005). Innate Immunity in the Lungs. Proc. Am. Thorac. Soc. 2, 403–411. doi:10.1513/pats.200508-090js
Mayer, F. L., and Kronstad, J. W. (2017). Disarming Fungal Pathogens: Bacillus Safensis Inhibits Virulence Factor Production and Biofilm Formation by Cryptococcus Neoformans and Candida Albicans. MBio. 8, 1–22. doi:10.1128/mBio.01537-17
McAleer, J. P., Nguyen, N. L., Chen, K., Kumar, P., Ricks, D. M., Binnie, M., et al. (2016). Pulmonary Th17 Antifungal Immunity Is Regulated by the Gut Microbiome. J. Immunol. 197, 97–107. doi:10.4049/jimmunol.1502566
Meitert, E., Petrovici, M., Meitert, T., Sima, F., and Costache, G. (2013). Experimental Pseudomonas aeruginosa Pneumonia. Arch. Roum. Pathol. Exp. Microbiol. 38, 167–172. doi:10.1097/SHK.0000000000000066.LACTOBACILLUS
Morrow, L. E., Kollef, M. H., and Casale, T. B. (2010). Probiotic Prophylaxis of Ventilator-Associated Pneumonia: A Blinded, Randomized, Controlled Trial. Am. J. Respir. Crit. Care Med. 182, 1058–1064. doi:10.1164/rccm.200912-1853OC
Oliveira, L. V. N., Bastos, R. W., Ribeiro, N. Q., Costa, M. C., Acurcio, L. B., Rocha, K. M., et al. (2017). In Vivo probiotic and Antimicrobial Photodynamic Therapy as Alternative Therapies Against Cryptococcosis Are Ineffective. Vet. Microbiol. 211, 169–173. doi:10.1016/j.vetmic.2017.08.015
Oliveira-Sequeira, T. C. G., David, É. B., Ribeiro, C., Guimarães, S., Masseno, A. P. B., Katagiri, S., et al. (2014). EFFECT of Bifidobacterium Animalis on MICE INFECTED With Strongyloides Venezuelensis. Rev. Inst. Med. Trop. S. Paulo. 56, 105–109. doi:10.1590/S0036-46652014000200003
Pandya, U., and Saraf, M. (2015). Purification and Characterization of Antifungal Chitinase From Bacillus Safensis MBCU6 and its Application for Production of Chito-Oligosaccharides. Biologia. 70, 863–868. doi:10.1515/biolog-2015-0112
Pappas, P. G., Alexander, B. D., Andes, D. R., Hadley, S., Kauffman, C. A., Freifeld, A., et al. (2010). Invasive Fungal Infections Among Organ Transplant Recipients: Results of the Transplant-Associated Infection Surveillance Network (Transnet). Clin. Infect. Dis. 50, 1101–1111. doi:10.1086/651262
Papadopoulos, N. G., and Skevaki, C. L. (2006). Viruses of the Lung. Encycl. Respir. Med. 13, 483–488. doi:10.1016/B0-12-370879-6/00494-4
Pang, P., Yu, B., Shi, Y., Deng, L., Xu, H., Wu, S., et al. (2018). Alteration of Intestinal Flora Stimulates Pulmonary MicroRNAs to Interfere With Host Antiviral Immunity in Influenza. Molecules 23. doi:10.3390/molecules23123151
Park, M. K., Ngo, V., Kwon, Y. M., Lee, Y. T., Yoo, S., Cho, Y. H., et al. (2013). Lactobacillus Plantarum DK119 as a Probiotic Confers Protection against Influenza Virus by Modulating Innate Immunity. PLoS One. 8, e75368–29. doi:10.1371/journal.pone.0075368
Salminen, S., Collado, M. C., Endo, A., Hill, C., Lebeer, S., Quigley, E. M. M., et al. (2021). The International Scientific Association of Probiotics and Prebiotics (ISAPP) Consensus Statement on the Definition and Scope of Postbiotics. Nat. Rev. Gastroenterol. Hepatol. 32, 20. doi:10.1038/s41575-021-00440-6
Samuelson, D. R., Charles, T. P., de la Rua, N. M., Taylor, C. M., Blanchard, E. E., Luo, M., et al. (2016a). Analysis of the Intestinal Microbial Community and Inferred Functional Capacities During the Host Response to Pneumocystis Pneumonia. Exp. Lung Res. 42, 425–439. doi:10.1080/01902148.2016.1258442
Samuelson, D. R., de la Rua, N. M., Charles, T. P., Ruan, S., Taylor, C. M., Blanchard, E. E., et al. (2016b). Oral Immunization of Mice With Live Pneumocystis Murina Protects Against Pneumocystis Pneumonia. J. Immunol. 196, 2655–2665. doi:10.4049/jimmunol.1502004
Sanchez, H. N., Moroney, J. B., Gan, H., Shen, T., Im, J. L., Li, T., et al. (2020). B Cell-Intrinsic Epigenetic Modulation of Antibody Responses by Dietary Fiber-Derived Short-Chain Fatty Acids. Nat. Commun. 11, 60. doi:10.1038/s41467-019-13603-6
Santacroce, L., Charitos, I. A., Ballini, A., Inchingolo, F., Luperto, P., De Nitto, E., et al. (2020). The Human Respiratory System and its Microbiome at a Glimpse. Biology (Basel) 9, 1–16. doi:10.3390/biology9100318
Satomi, M., La Duc, M. T., and Venkateswaran, K. (2006). Bacillus Safensis Sp. nov., Isolated from Spacecraft and Assembly-Facility Surfaces. Int. J. Syst. Evol. Microbiol. 56, 1735–1740. doi:10.1099/ijs.0.64189-0
Schwartz, C., Hams, E., and Fallon, P. G. (2018). Helminth Modulation of Lung Inflammation. Trends Parasitol. 34, 388–403. doi:10.1016/j.pt.2017.12.007
Sencio, V., Barthelemy, A., Tavares, L. P., Machado, M. G., Soulard, D., Cuinat, C., et al. (2020). Gut Dysbiosis During Influenza Contributes to Pulmonary Pneumococcal Superinfection Through Altered Short-Chain Fatty Acid Production. Cell Rep. 30, 2934–e6. doi:10.1016/j.celrep.2020.02.013
Sencio, V., Gallerand, A., Gomes Machado, M., Deruyter, L., Heumel, S., Soulard, D., et al. (2021). Influenza Virus Infection Impairs the Gut's Barrier Properties and Favors Secondary Enteric Bacterial Infection Through Reduced Production of Short-Chain Fatty Acids. Infect. Immun. 89, e0073420. doi:10.1128/IAI.00734-20
Sender, R., Fuchs, S., and Milo, R. (2016). Revised Estimates for the Number of Human and Bacteria Cells in the Body. PLoS Biol. 14, 1–14. doi:10.1371/journal.pbio.1002533
Shimizu, K., Yamada, T., Ogura, H., Mohri, T., Kiguchi, T., Fujimi, S., et al. (2018). Synbiotics Modulate Gut Microbiota and Reduce Enteritis and Ventilator-Associated Pneumonia in Patients with Sepsis: a Randomized Controlled Trial. Crit. Care. 22, 239–9. doi:10.1186/s13054-018-2167-x
Sokol, H., Contreras, V., Maisonnasse, P., Desmons, A., Delache, B., Sencio, V., et al. (2021). SARS-CoV-2 Infection in Nonhuman Primates Alters the Composition and Functional Activity of the Gut Microbiota. Gut Microbes. 13, 1–19. doi:10.1080/19490976.2021.1893113
Song, J. A., Kim, H. J., Hong, S. K., Lee, D. H., Lee, S. W., Song, C. S., et al. (2016). Oral Intake of Lactobacillus Rhamnosus M21 Enhances the Survival Rate of Mice Lethally Infected With Influenza Virus. J. Microbiol. Immunol. Infect. 49, 16–23. doi:10.1016/j.jmii.2014.07.011
Starosila, D., Rybalko, S., Varbanetz, L., Ivanskaya, N., and Sorokulova, I. (2017). Anti-Influenza Activity of a Bacillus Subtilis Probiotic Strain. Antimicrob. Agents Chemother. 61, 1–11. doi:10.1128/AAC.00539-17
Tang, L., Gu, S., Gong, Y., Li, B., Lu, H., Li, Q., et al. (2020). Clinical Significance of the Correlation Between Changes in the Major Intestinal Bacteria Species and COVID-19 Severity. Engineering (Beijing). 6, 1178–1184. doi:10.1016/j.eng.2020.05.013
Tomosada, Y., Chiba, E., Zelaya, H., Takahashi, T., Tsukida, K., Kitazawa, H., et al. (2013). Nasally Administered Lactobacillus Rhamnosus Strains Differentially Modulate Respiratory Antiviral Immune Responses and Induce protection against Respiratory Syncytial Virus Infection. BMC Immunol. 14, 40. doi:10.1186/1471-2172-14-40
Troeger, C., Blacker, B., Khalil, I. A., Rao, P. C., Cao, J., Zimsen, S. R. M., et al. (2018). Estimates of the Global, Regional, and National Morbidity, Mortality, and Aetiologies of Lower Respiratory Infections in 195 Countries, 1990-2016: A Systematic Analysis for the Global Burden of Disease Study 2016. Lancet Infect. Dis. 18, 1191–1210. doi:10.1016/S1473-3099(18)30310-4
Trompette, A., Gollwitzer, E. S., Pattaroni, C., Lopez-Mejia, I. C., Riva, E., Pernot, J., et al. (2018). Dietary Fiber Confers Protection against Flu by Shaping Ly6c- Patrolling Monocyte Hematopoiesis and CD8+ T Cell Metabolism. Immunity. 48, 992–e8. doi:10.1016/j.immuni.2018.04.022
Trompette, A., Gollwitzer, E. S., Yadava, K., Sichelstiel, A. K., Sprenger, N., Ngom-Bru, C., et al. (2014). Gut Microbiota Metabolism of Dietary Fiber Influences Allergic Airway Disease and Hematopoiesis. Nat. Med. 20, 159–166. doi:10.1038/nm.3444
van der Poll, T., and Opal, S. M. (2009). Pathogenesis, Treatment, and Prevention of Pneumococcal Pneumonia. Lancet. 374, 1543–1556. doi:10.1016/S0140-6736(09)61114-4
Vieira, A. T., Rocha, V. M., Tavares, L., Garcia, C. C., Teixeira, M. M., Oliveira, S. C., et al. (2016). Control of Klebsiella pneumoniae Pulmonary Infection and Immunomodulation by Oral Treatment with the Commensal Probiotic Bifidobacterium Longum 5(1A). Microbes Infect. 18, 180–189. doi:10.1016/j.micinf.2015.10.008
Vieira, A. T., Teixeira, M. M., and Martins, F. S. (2013). The Role of Probiotics and Prebiotics in Inducing Gut Immunity. Front. Immunol. 4, 445–512. doi:10.3389/fimmu.2013.00445
Villapol, S. (2020). Gastrointestinal Symptoms Associated With COVID-19: Impact on the Gut Microbiome. Transl. Res. 226, 57–69. doi:10.1016/j.trsl.2020.08.004
Villena, J., Barbieri, N., Salva, S., Herrera, M., and Alvarez, S. (2009). Enhanced Immune Response to Pneumococcal Infection in Malnourished Mice Nasally Treated with Heat-Killed Lactobacillus Casei. Microbiol. Immunol. 53, 636–646. doi:10.1111/j.1348-0421.2009.00171.x
Villena, J., Racedo, S., Agüero, G., and Alvarez, S. (2006). Yoghurt Accelerates the Recovery of Defence Mechanisms Against Streptococcus Pneumoniae in Protein-Malnourished Mice. Br. J. Nutr. 95, 591–602. doi:10.1079/bjn20051663
Villena, J., Racedo, S., Agüero, G., Bru, E., Medina, M., and Alvarez, S. (2005). Lactobacillus Casei Improves Resistance to Pneumococcal Respiratory Infection in Malnourished Mice. J. Nutr. 135, 1462–1469. doi:10.1093/jn/135.6.1462
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, 155–170. doi:10.1038/s41579-020-00468-6
Waki, N., Matsumoto, M., Fukui, Y., and Suganuma, H. (2014). Effects of Probiotic Lactobacillus Brevis KB290 on Incidence of Influenza Infection Among Schoolchildren: An Open-Label Pilot Study. Lett. Appl. Microbiol. 59, 565–571. doi:10.1111/lam.12340
Walcher, D. L., Cruz, L. A. X., de Lima Telmo, P., Martins, L. H. R., da Costa de Avila, L. F., Berne, M. E. A., et al. (2018). Lactobacillus Rhamnosus Reduces Parasite Load on Toxocara Canis Experimental Infection in Mice, but Has No Effect on the Parasite In Vitro. Parasitol. Res. 117, 597–602. doi:10.1007/s00436-017-5712-7
Wang, B., Hylwka, T., Smieja, M., Surrette, M., Bowdish, D. M. E., and Loeb, M. (2018). Probiotics to Prevent Respiratory Infections in Nursing Homes: A Pilot Randomized Controlled Trial. J. Am. Geriatr. Soc. 66, 1346–1352. doi:10.1111/jgs.15396
Yang, T., Chakraborty, S., Saha, P., Mell, B., Cheng, X., Yeo, J. Y., et al. (2020). Gnotobiotic Rats Reveal that Gut Microbiota Regulates Colonic mRNA of Ace2, the Receptor for SARS-CoV-2 Infectivity. Hypertension. 76, e1–3. doi:10.1161/HYPERTENSIONAHA.120.15360
Yasui, H., Kiyoshima, J., and Hori, T. (2004). Reduction of Influenza Virus Titer and protection against Influenza Virus Infection in Infant Mice Fed Lactobacillus Casei Shirota. Clin. Diagn. Lab. Immunol. 11, 675–679. doi:10.1128/CDLI.11.4.675-679.2004
Yazar, A., Atis, S., Konca, K., Pata, C., Akbay, E., Calikoglu, M., et al. (2001). Respiratory Symptoms and Pulmonary Functional Changes in Patients With Irritable Bowel Syndrome. Am. J. Gastroenterol. 96, 1511–1516. doi:10.1016/S0002-9270(01)02311-5
Yeoh, Y. K., Zuo, T., Lui, G. C., Zhang, F., Liu, Q., Li, A. Y., et al. (2021). Gut Microbiota Composition Reflects Disease Severity and Dysfunctional Immune Responses in Patients with COVID-19. Gut. 70, 698–706. doi:10.1136/gutjnl-2020-323020
Zelaya, H., Tsukida, K., Chiba, E., Marranzino, G., Alvarez, S., Kitazawa, H., et al. (2014). Immunobiotic Lactobacilli Reduce Viral-Associated Pulmonary Damage Through the Modulation of Inflammation-Coagulation Interactions. Int. Immunopharmacol. 19, 161–173. doi:10.1016/j.intimp.2013.12.020
Zhu, N., Zhang, D., Wang, W., Li, X., Yang, B., Song, J., et al. (2020). A Novel Coronavirus from Patients with Pneumonia in China, 2019. N. Engl. J. Med. 382, 727–733. doi:10.1056/nejmoa2001017
Zuo, T., Liu, Q., Zhang, F., Lui, G. C., Tso, E. Y., Yeoh, Y. K., et al. (2021). Depicting SARS-CoV-2 Faecal Viral Activity in Association with Gut Microbiota Composition in Patients with COVID-19. Gut. 70, 276–284. doi:10.1136/gutjnl-2020-322294
Keywords: symbiotics, mucosal immmunity, gut-lung axis, prebiotcs, probiotics, immunobiotics, inflammation, microbiota
Citation: Cruz CS, Ricci MF and Vieira AT (2021) Gut Microbiota Modulation as a Potential Target for the Treatment of Lung Infections. Front. Pharmacol. 12:724033. doi: 10.3389/fphar.2021.724033
Received: 11 June 2021; Accepted: 20 August 2021;
Published: 07 September 2021.
Edited by:
Helioswilton Sales-Campos, Universidade Federal de Goiás, BrazilReviewed by:
Paulo José Basso, University of São Paulo, BrazilGislane Lelis Vilela de Oliveira, São Paulo State University, Brazil
Abhishek Mohanty, University of Ottawa Heart Institute, Canada
Copyright © 2021 Cruz, Ricci and Vieira. 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: Mayra Fernanda Ricci, cmljY2ltYXlyYUBnbWFpbC5jb20=; Angélica Thomaz Vieira, YW5nZWxpY2F0aG9tYXp2aWVpcmFAdWZtZy5icg==
†ORCID: Mayra Fernanda Ricci, orcid.org/0000-0003-2074-1204; Angélica Thomaz Vieira, orcid.org/0000-0002-4556-7671