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Porphyra tenera Protects against PM2.5-Induced Cognitive Dysfunction with the Regulation of Gut Function

To evaluate the biological effects of Porphyra tenera (P. tenera), we tried to confirm the possibility that the intake of P. tenera could modulate cognitive and intestinal functions in PM2.5-induced cognitive decline mice. P. tenera attenuated PM2.5-induced learning and memory impairment through antioxidant and anti-inflammatory effects by regulating the mitochondrial function and TLR-initiated NF-κB signaling. In addition, P. tenera effectively alleviated Aβ production/tau phosphorylation by inhibiting the JNK phosphorylation. Also, the bioactive constituents of P. tenera determined the sulfated galactan, mycosporine-like amino acids (MAAs), and chlorophyll derivatives. Moreover, the bioactive compounds of P. tenera by gut fermentation protected against gut dysbiosis and intestinal tight junction damage with a decrease in inflammatory response and short-chain fatty acid production. Based on these results, our findings suggest that P. tenera with sulfated galactan and MAAs is a potential material for cognitive function improvement.


Introduction
Particulate matter ≤ 2.5 with an aerodynamic diameter (PM 2.5 ) is a critical health hazard factor of air pollution. Inflammatory response and oxidative stress by PM 2.5 are considered a critical mechanism of action for pulmonary and other health damages [1]. Many studies have demonstrated a correlation with respiratory and cardiovascular disorders [2,3]. Also, the correlation between PM 2.5 and neurodegenerative or mental diseases such as Alzheimer's disease (AD) has been recently reported. PM 2.5 generates reactive oxygen species (ROS) in relevant organs and cells, and accelerates cognitive dysfunction by inducing oxidative damage in the central nervous system [2]. In addition, PM 2.5 has a strong link between brain function and peripheral inflammation response. Systemic inflammation by PM 2.5 could be initiated by the gastrointestinal tract as well as the pulmonary tract, such as the nasal cavity, bronchioles and alveolar spaces [4]. Systemic inflammation factors produced by PMs such as pro-inflammatory cytokines (interferon (IFN)-γ, interleukin (IL)-6 IL-1β, and tumor necrosis factor (TNF)-α), enter the brain through the blood-brain barrier (BBB) and activate the microglia. Furthermore, PM 2.5 can directly reach the brain through the olfactory bulb, and it induces the destruction of the BBB by suppressing the expression levels of tight junction-related proteins [5,6]. The disrupted BBB can allow peripheral inflammatory or toxicity-associated substances to easily reach the brain [7]. Neuroinflammation by the multiple pathways of PM 2.5 leads to damage of Figure 1. The ameliorating effect of P. tenera on PM2.5-induced cognitive decline. Total arm entries and alternation behavior (a) and the mice movements of each group (b) in the Y-maze test. Escape latency in the hidden-platform test (c), time spent in the W zone (d) and mice movement in the probe test (e) in the Morris water maze test. The data is shown as mean ± SD (n = 7), and different lowercase letters indicate a statistical difference (p < 0.05).

Inhibitory Effect of Neuroinflammation
Pro-inflammatory cytokines (IL-6, TNF-α, MCP-1, IFN-γ, IL-12(p70)) increased in the brain by PM2.5 exposure, and WP200 and Mix200 effectively prevented the production of Figure 1. The ameliorating effect of P. tenera on PM 2.5 -induced cognitive decline. Total arm entries and alternation behavior (a) and the mice movements of each group (b) in the Y-maze test. Escape latency in the hidden-platform test (c), time spent in the W zone (d) and mice movement in the probe test (e) in the Morris water maze test. The data is shown as mean ± SD (n = 7), and different lowercase letters indicate a statistical difference (p < 0.05).

Antioxidant Effect of P. tenera
The antioxidant effect of WP and Mix was measured on PM2.5-induced oxidative stress in the brain, and the results are shown in Figure 3. Antioxidant molecules (such as superoxide dismutase (SOD) and reduced glutathione (GSH) contents decreased by PM2.5 compared with the NC group ( Figure 3A,B), and the WP200 group showed relatively higher SOD and reduced GSH contents than the Mix200 group. On the other hand, malondialdehyde (MDA) content, an important marker of lipid peroxidation, showed that PM2.5 (61.08 μmole/mg of protein) induced lipid peroxidation compared to the NC group Band images of western blot analysis (g) and the expression level of NF-Kb/inflammasome-related molecules (h). The data is shown as mean ± SD (n = 5), and different lowercase letters indicate a statistical difference (p < 0.05).

Antioxidant Effect of P. tenera
The antioxidant effect of WP and Mix was measured on PM 2.5 -induced oxidative stress in the brain, and the results are shown in Figure 3. Antioxidant molecules (such as superoxide dismutase (SOD) and reduced glutathione (GSH) contents decreased by PM 2.5 compared with the NC group ( Figure 3A,B), and the WP200 group showed relatively higher SOD and reduced GSH contents than the Mix200 group. On the other hand, malondialdehyde (MDA) content, an important marker of lipid peroxidation, showed that PM 2.5 (61.08 µmole/mg of protein) induced lipid peroxidation compared to the NC group (42.94 µmole/mg of protein), while both the WP200 (36.44 µmole/mg of protein) and Mix 200 (36.63 µmole/mg of protein) groups effectively inhibited lipid peroxidation ( Figure 3C).  , ATP levels (f), band images of western blot analysis (g), and the expression level of apoptosis-related signaling molecules (h) in the brain. The data is shown as mean ± SD (n = 5), and different lowercase letters indicate a statistical difference (p < 0.05).

Expression of Cognition-Mediated Protein
Inflammatory response and oxidative damage in the brain lead to the expression of , ATP levels (f), band images of western blot analysis (g), and the expression level of apoptosis-related signaling molecules (h) in the brain. The data is shown as mean ± SD (n = 5), and different lowercase letters indicate a statistical difference (p < 0.05). PM 2.5 exposure caused mitochondrial dysfunction by increasing ROS contents and decreasing mitochondrial membrane potential (MMP) and adenosine triphosphate (ATP) contents ( Figure 3D-F). The intake of WP200 effectively enhanced the mitochondrial function, while Mix200 had an effect on the improvement of MMP and ATP content, but had no effect on the inhibition of ROS production. The molecules of mitochondria-mediated apoptosis signaling (p-AMP-activated kinase (AMPK)α, p-protein kinase B (Akt), B-cell lymphoma 2 (Bcl-2), and caspase-3) were analyzed, and PM 2.5 led to an apoptosis-related mechanism in the brain ( Figure 3G,H). The decrease in ATP content by PM 2.5 expressed p-AMPKα. Furthermore, long-term p-AMPKα expression led to a decrease in p-Akt and Bcl-2 expression and an increase in BCL2 associated X (BAX) expression with mitochondrial dysfunction. Finally, the increase in the BAX/Bcl-2 ratio induced caspase-3 expression. The intake of WP200 and Mix200 effectively regulated the mitochondria-related apoptosis molecules.

Expression of Cognition-Mediated Protein
Inflammatory response and oxidative damage in the brain lead to the expression of cognitive-related molecules (amyloid beta (Aβ) and tau phosphorylation). PM 2.5 -induced oxidative stress and inflammation caused p-c-Jun N-terminal kinases (JNK) expression, and then irritated Aβ production and tau phosphorylation ( Figure 4). WP200 and Mix200 effectively regulated the cognitive-related molecules.
Mar. Drugs 2022, 20, x 7 of 23 oxidative stress and inflammation caused p-c-Jun N-terminal kinases (JNK) expression, and then irritated Aβ production and tau phosphorylation ( Figure 4). WP200 and Mix200 effectively regulated the cognitive-related molecules. . The regulation of P. tenera on PM2.5-induced cognitive dysfunction. Band images of western blot analysis (a), and the expression level of Aβ production/tau phosphorylation-related molecules (b) in the brain. The data is shown as mean ± SD (n=5), and different lowercase letters indicate a statistical difference (p<0.05).

Main Compound Analysis
The total polysaccharide contents of P. tenera was detected as 46.23%, and its average molecular weight was confirmed to be 220.49 kDa ( Table 1). The sulfate content was 43.25%, and monosaccharides were composed as follows: fucose (6.52%), rhamnose (7.83%), galactose (44.24%), xylose (23.18%), and other monosaccharides (18.23%). As a result, it was confirmed that the major polysaccharides of P. tenera are sulfated polysaccharide based on galactose as the main sugar backbone. Other major bioactive compounds in P. tenera were analyzed with the ultra-high performance liquid chromatography with quadrupole time-of-flight mass spectrometry (UPLC-QTOF MS) 2 system ( Figure 5 and Table 2 [14]. . The regulation of P. tenera on PM 2.5 -induced cognitive dysfunction. Band images of western blot analysis (a), and the expression level of Aβ production/tau phosphorylation-related molecules (b) in the brain. The data is shown as mean ± SD (n=5), and different lowercase letters indicate a statistical difference (p<0.05).

Main Compound Analysis
The total polysaccharide contents of P. tenera was detected as 46.23%, and its average molecular weight was confirmed to be 220.49 kDa ( Table 1). The sulfate content was 43.25%, and monosaccharides were composed as follows: fucose (6.52%), rhamnose (7.83%), galactose (44.24%), xylose (23.18%), and other monosaccharides (18.23%). As a result, it was confirmed that the major polysaccharides of P. tenera are sulfated polysaccharide based on galactose as the main sugar backbone. Other major bioactive compounds in P. tenera were analyzed with the ultra-high performance liquid chromatography with quadrupole timeof-flight mass spectrometry (UPLC-QTOF MS) 2 system ( Figure 5 and Table 2

Expression of Tight Junction Proteins
The length of the colon was shortened by PM 2.5 , and the administration of WP200 and Mix200 effectively protected against these changes ( Figure 7A,B). In addition, PM 2.5 decreased the expression of intestinal tight junction (TJ) structural proteins (occludin and claudin-1). WP200 and Mix200 also protected TJ by regulating the expression occludin and claudin-1 ( Figure 7C,D).

Expression of Tight Junction Proteins
The length of the colon was shortened by PM2.5, and the administration of WP200 and Mix200 effectively protected against these changes ( Figure 7A,B). In addition, PM2.5 decreased the expression of intestinal tight junction (TJ) structural proteins (occludin and claudin-1). WP200 and Mix200 also protected TJ by regulating the expression occludin and claudin-1 ( Figure 7C,D).

Inhibitory Effect of Inflammation in Gut and Blood Serum
The results of pro-inflammatory cytokine contents (IL-6, TNF-α, MCP-1, IFN-γ, IL-12(p70), and IL-1β) in gut and blood serum are shown in Figure 8. The PM2.5 group increased pro-inflammatory cytokines in gut and blood serum more than the NC group, while the WP200 and Mix200 groups effectively decreased cytokines. PM2.5 exposure was confirmed to induce inflammatory responses in the gut (digestive tract) and induced systemic inflammation by moving the pro-inflammatory cytokines into the blood.

Inhibitory Effect of Inflammation in Gut and Blood Serum
The results of pro-inflammatory cytokine contents (IL-6, TNF-α, MCP-1, IFN-γ, IL-12(p70), and IL-1β) in gut and blood serum are shown in Figure 8. The PM 2.5 group increased pro-inflammatory cytokines in gut and blood serum more than the NC group, while the WP200 and Mix200 groups effectively decreased cytokines. PM 2.5 exposure was confirmed to induce inflammatory responses in the gut (digestive tract) and induced systemic inflammation by moving the pro-inflammatory cytokines into the blood.

Discussion
Air pollution can cause cognitive dysfunction as a result of inflammatory response, oxidative stress of the nervous system, protein modification, and cerebral vascular-barrier disorders in the brain, and then increase the risk of Alzheimer's disease and vascular dementia [15]. In our results, long-term PM2.5 exposure for 12 weeks caused learning and memory impairment in mice, and the intake of WP and Mix effectively protected against cognitive dysfunction ( Figure 1). So far, there have been no reports on the cognitive function-related effects of P. tenera. However, the potential for cognitive improvement of red algae has been expected due to their functional ingredients such as polysaccharides, phenolics, lipids, proteins and carotenoids [16]. Edible red algae Gracilariopsis chorda protected cultured hippocampal neurons by enhancing early neuronal differentiation and axon/dendritic arborization [17]. Red algae marine Meristiella echinocarpa ameliorated the anxiety-like behavior and locomotion in an open field test, and modulated the striatum, hippocampus, and prefrontal cortex regions of the brain through GABAergic and glycinergic pathways with antioxidant and anti-convulsant effects [18]. These reports suggest that P. tenera as an edible red algae has the potential to enhance cognitive function.
In our previous study, we confirmed that PM2.5-induced inflammation was initiated in TLR-4 in the brain and lungs [19]. TLRs are an innate immune receptor in the brain and recognize multiple endogenous ligands that are released as cellular damage signals [20]. Among the various TLR subtypes, TLR-4 activates the NF-κB signaling pathway [21]. TLR-4 expression is related to phosphorylation of the IκB, and break the NF-κB/IκB complex [22]. As a result, NF-κB was transferred to the nucleus, and the inflammation/apoptosis-related gene triggered pro-inflammatory cytokine synthesis such as IL-6, IL-1β and TNF-α. In addition, NF-κB triggered NLRP-3 expression and induced inflammasome production. Inflammasomes activate caspase-1 and induce IL-1β release. As shown in Figure  2, P. tenera alleviated PM2.5-induced inflammation response by suppressing the TLR-4-initiated NF-KB/inflammasome signaling pathway. As a result, pro-inflammatory cytokines were effectively inhibited in the brain. Astaxanthin, a red-colored phytonutrient carotenoid found in marine organisms, was reported to have a potential beneficial effect on PM2.5 exposure in the brain through the protective effect of cultured glial and BV-2 microglial cells [23]. Astaxanthin effectively regulated PM2.5-induced inflammatory response and neurotoxicity via the inhibition of pro-inflammatory markers (IL-1β, IL-6, TNF-α, iNOS, triggering receptor expressed on myeloid cells 2, heme oxygenase-1) in BV-2 microglial cells, and the regulation of proinflammatory M1 and disease-associated microglia phenotype in cultured glial cells. In addition, Senevirathne et al. (2010) reported that enzymatic extracts of P. tenera effectively inhibited H2O2-induced DNA damage and LPS-induced NO synthesis in RAW264.7 cells [24]. Furthermore, the water extract of P. tenera significantly protected nasal epithelial (RPMI-2650), lung epithelial (A549), and brain neuroblastoma (MC-IXC) cells against PM2.5, and effectively alleviated the inflammatory response of the lungs through the regulation of pro-inflammatory cytokines (IL-1β, TNF-α and IL-

Discussion
Air pollution can cause cognitive dysfunction as a result of inflammatory response, oxidative stress of the nervous system, protein modification, and cerebral vascular-barrier disorders in the brain, and then increase the risk of Alzheimer's disease and vascular dementia [15]. In our results, long-term PM 2.5 exposure for 12 weeks caused learning and memory impairment in mice, and the intake of WP and Mix effectively protected against cognitive dysfunction (Figure 1). So far, there have been no reports on the cognitive functionrelated effects of P. tenera. However, the potential for cognitive improvement of red algae has been expected due to their functional ingredients such as polysaccharides, phenolics, lipids, proteins and carotenoids [16]. Edible red algae Gracilariopsis chorda protected cultured hippocampal neurons by enhancing early neuronal differentiation and axon/dendritic arborization [17]. Red algae marine Meristiella echinocarpa ameliorated the anxiety-like behavior and locomotion in an open field test, and modulated the striatum, hippocampus, and prefrontal cortex regions of the brain through GABAergic and glycinergic pathways with antioxidant and anti-convulsant effects [18]. These reports suggest that P. tenera as an edible red algae has the potential to enhance cognitive function.
In our previous study, we confirmed that PM 2.5 -induced inflammation was initiated in TLR-4 in the brain and lungs [19]. TLRs are an innate immune receptor in the brain and recognize multiple endogenous ligands that are released as cellular damage signals [20]. Among the various TLR subtypes, TLR-4 activates the NF-κB signaling pathway [21]. TLR-4 expression is related to phosphorylation of the IκB, and break the NF-κB/IκB complex [22]. As a result, NF-κB was transferred to the nucleus, and the inflammation/apoptosis-related gene triggered pro-inflammatory cytokine synthesis such as IL-6, IL-1β and TNF-α. In addition, NF-κB triggered NLRP-3 expression and induced inflammasome production. Inflammasomes activate caspase-1 and induce IL-1β release. As shown in Figure 2, P. tenera alleviated PM 2.5 -induced inflammation response by suppressing the TLR-4-initiated NF-KB/inflammasome signaling pathway. As a result, pro-inflammatory cytokines were effectively inhibited in the brain. Astaxanthin, a red-colored phytonutrient carotenoid found in marine organisms, was reported to have a potential beneficial effect on PM 2.5 exposure in the brain through the protective effect of cultured glial and BV-2 microglial cells [23]. Astaxanthin effectively regulated PM 2.5 -induced inflammatory response and neurotoxicity via the inhibition of pro-inflammatory markers (IL-1β, IL-6, TNF-α, iNOS, triggering receptor expressed on myeloid cells 2, heme oxygenase-1) in BV-2 microglial cells, and the regulation of proinflammatory M1 and disease-associated microglia phenotype in cultured glial cells. In addition, Senevirathne et al. (2010) reported that enzymatic extracts of P. tenera effectively inhibited H 2 O 2 -induced DNA damage and LPS-induced NO synthesis in RAW264.7 cells [24]. Furthermore, the water extract of P. tenera significantly protected nasal epithelial (RPMI-2650), lung epithelial (A549), and brain neuroblastoma (MC-IXC) cells against PM 2.5 , and effectively alleviated the inflammatory response of the lungs through the regulation of pro-inflammatory cytokines (IL-1β, TNF-α and IL-6) in short-term PM 2.5 -exposed mice for four weeks [25]. Some studies have reported that the polysaccharides, proteins and peptides from Porphyra species have an immunomodulatory effect. Porphyran, a representative of the Porphyra species, reportedly has cognitive functionrelated neuroprotective effects. According to Liu et al. (2019), oligo-porphyrin effectively protected PC12 neuronal cells as an inflammatory mediator by regulating pro-inflammatory cytokines (IL-1β, IL-6, and TNF-α) [26]. Also, porphyran from Porphyra yezoensis showed a neuroprotective effect in cerebral ischemia-reperfusion injured rats by regulating NF-κB signaling pro-inflammatory cytokines with an antioxidant effect (SOD, CAT, and reduced GSH) [27]. Based on our results and the previous literature, P. tenera could be a novel material for PM 2.5 -induced diseases by regulating the inflammation response.
It is already well known that oxidative stress is closely related to air pollution and health damage, and the results of a meta-analysis indicated the differences in oxidized DNA and lipids in blood, urine, and airway between humans exposed to air pollution and unexposed humans [1]. Environmental toxins such as O 3, PM 2.5 , CO, and NOx play a role in the development of neurodegenerative disease by inducing oxidative damage in the brain [2]. Therefore, we tried to confirm the antioxidant effect of P. tenera in the brain. Changes in SOD, reduced GSH, catalase activity and lipid peroxidation appear as indicators of antioxidant defense system balance [28]. In the antioxidant system, mitochondria are a major organelle regulating oxidative stress in the brain. Mitochondrial membrane depolarization and excessive ROS production cause mitochondria dysfunction, and this leads to cell death [29,30]. The signal of cell damage and death is associated with inactivate anti-apoptotic Bcl2 proteins and BAX as pro-apoptotic Bcl-2 family proteins, and the BAX complex in the mitochondria membrane was induced to cytochrome c into cytosol. The released cytochrome c is related to apoptosome formation and caspase-3 activation [26]. Therefore, natural phenolic compounds in plants with a strong antioxidant effect such as quercetin and N-acetyl-cysteine have been suggested as drugs for cognitive decline by activating the mitochondrial function [31]. Meanwhile, seaweed phenolic compounds have been reported to play a critical role in antioxidant activity and lipid peroxidation [32][33][34]. However, various red algae extracts including P. tenera show an antioxidant effect (e.g., hydroxyl radical, superoxide anion, hydrogen peroxide, and DPPH free radical), and there was no correlation with phenolic compounds [35]. Many researchers have suggested that proteins (phycoerythrin), polysaccharides (porphyran), and MMAs (asterina-330, shinorine, palythine, palythinol and porphyra-334) from Porphyra spp. are associated with antioxidant activity [36]. The polysaccharide from Porphyra yezoensis repaired oxalate-injured renal cells by activating the mitochondrial function with the inhibition of ROS production, intracellular Ca 2+ , and loss of MMP. In addition, oligo-porphyran alleviated behavioral deficits in PD mice by regulating the phosphoinositide 3-kinase (PI3K)/Akt/Bcl-2 signaling pathway [37]. In our results, P. tenera treatment suppressed the BAX/BCl-2 ratio and inhibited caspase-3 activation in the brain by alleviating PM 2.5 -induced mitochondrial dysfunction ( Figure 3).
Excessive oxidative stress and inflammatory response modified brain proteins and caused mild cognitive dysfunction and AD. In addition, some research has reported that PM 2.5 is associated with the development of AD and AD-related neuropathology [5,6]. Aβ and tau are considered specific biomarkers of AD [38]. JNK, a key cellular regulator, is related to brain functions in development, memory formation, and brain tissue repair [39]. JNK is phosphorylated by various stress factors such as cytokines, growth factors, oxidative stress, and unfolded protein response signals [40]. Excessive JNK phosphorylation leads to inflammation, synaptic dysfunction, and cognitive deficits [39]. Oxidative stress is associated with the Aβ production mechanism through insulin signaling. p-JNK leads to p-IRS, and then insulin-degrading enzyme (IDE), which degrades Aβ as well as insulin, is inactivated and Aβ production signaling is activated [41]. In addition, p-JNK was associated with tau phosphorylation by downregulating GSK-3β signaling. Therefore, the inhibition of p-JNK plays a role in cognitive function by down-regulating Aβ production and tau phosphorylation. The inhibitory effect of red algae including P. tenera on Aβ production and tau phosphorylation has yet to be studied. The possibility of using some red algae as anti-amyloidogenic agents has been reported. The hybrid carrageenan-like sulphated galactan from Furcellaria lumbricalis inhibited beta-site amyloid precursor protein cleaving enzymes with immunomodulatory activity, and terpenoid-rich Gelidiella acerosa extract attenuated Aβ 25-35 production and aggregation [42]. However, the detailed mechanism of anti-amyloidogenic activity of red algae was not determined. In our study, the ameliorating effect of P. tenera on PM 2.5 -induced cognitive impairment led to lower tau phosphorylation and amyloid-beta production with the regulation of oxidative stress and inflammation ( Figure 4). From this point of view, P. tenera has potential as a material for protection against cognitive impairment. However, our study is limited in that it analyzed the whole brain, not specific regions of the brain such as the hippocampus and prefrontal cortex.
The strong physiological activity of Porphyra species has been reported to be from polysaccharides, proteins, lipids, and minerals [43]. Among the various bioactive compounds, we identified sulfated galactan and MAAs as major compounds of P. tenera (Figure 5, Tables 1 and 2). Seaweed consists of approximately 70% polysaccharides, and contains dietary fibers that are fermented only by intestinal microbes in the large intestine [44]. The absorbable final fermented products (i.e., short-chain fatty acids) play an essential role in the immune system. Recently, it was reported that the sulfated polysaccharide from Porphyra haitanensis modulated the proliferation of lymphocytes and regulated inflammatory markers such as TNF-and IL-10, CD4+ splenic T lymphocytes, dendritic cells and Tregs in mice [45]. In particular, the sulfated galactans mainly found in red algae and so-called porphyran have been found in Porphyra species. Porphyran and their oligomers are reported to have bioactive activity such as antioxidative, anti-cancer, anti-inflammatory, and hypolipidemic effects [43]. Moreover, P. tenera contains 10% porphyran with approximately 35% water-soluble polysaccharides. Porphyran from Pyropia yezoensis suppressed LPS-induced immune activity by competitive binding in spleen dendritic cells of mice [46]. Porphyran has potential pharmaceutical applications based on anti-allergic, anti-viral, and immunomodulating effects, metallic adsorption ability and improvement of microbiota. In addition, sulfated galactan is known to remove toxic heavy metals (Cd 2+ , Cu 2+ , Zn 2+ , Pb 2+ , Cr 3+ , and Hg 2+ ) by biosorption [47], and its ability is expected to have physiological effects by binding to PM 2.5 in our results.
MAAs are water-soluble and low molecular-weight molecules produced by the shikimate and pentose phosphate pathways [48]. Recently, MAAs have been suggested as novel antioxidants based on their inhibitory effects against the strongest UVR-induced oxidative stress [48]. Although MAAs have strong physiological activity in marine organisms, the various properties and mechanism of MAAs has not been reported. Previous studies have focused on photo-protective effects such as skin aging including anti-oxidative and antiinflammatory effects against UV [49]. MAAs (Porphyra-334 and shinorine) extract from P. tenera effectively inhibited skin aging by enhancing procollagen production in UV irradiation exposed mice, and the protective effect of MMAs was related to anti-inflammation by reducing TNF-α with the regulation of the NF-κB and MAPK signaling pathway [13]. Importantly, it has been reported that MMAs, water-soluble molecules with 300-350 Da, have the possibility to easily cross the BBB and have a direct effect on the brain [50].
Pheophorbide a is one of the main chlorophyll derivatives that is directly absorbed in the intestine or produced in the liver, and can affect various organs by systemic circulation in mice and rabbit [51]. Pheophorbide a and pheophytin a from Saccharina japonica exhibited an anti-inflammatory effect by regulating NO, iNOS and COX-2 in LPS-induced RAW264.7 cells [52]. Moreover, pheophorbide an isolated from Solanum diflorum was suggested as one of the major compounds for the inhibition of the NF-κB mechanism in the ears of ICR mice [53]. Based on the previous reports and our results, P. tenera containing sulfated galactan, MAAs, and pheophorbide a as major bioactive compounds suggested potential novel applications for PM 2.5 -related disorders.
Interestingly, a recent study reported that PMs have easier access to gastrointestinal fluids rather than the respiratory tract, and that the intestinal microbiome and their metabolites are closely correlated with PMs. PM 2.5 reaches the intestine through the gastrointestinal tract and causes microbiome changes [54]. The gut microbiota is a complex ecosystem that regulates immune system homeostasis and is related to various diseases (e.g., obesity, type 2 diabetes, non-alcoholic fatty liver, and cardiovascular and nervous system disorders) [44]. In particular, gut changes have been suggested as important factors influencing central nervous system diseases [5]. Gut microbiota dysbiosis in animals and humans has been implicated in behavioral and neurologic pathologies such as depression and AD. Therefore, the gut microbiota plays a critical role in host health, and materials for gut health are necessary. Carbohydrates and polysaccharides from our daily diet reach the gut through the gastrointestinal tract without being digested, and are fermented by commensal bacteria [55]. Moreover, sulfated galactan, a major compound containing 46.23% of P. tenera (Table 1), has high molecular weight, so it is difficult to absorb directly in the intestine because it cannot be digested by human intestinal enzymes. However, it has potential as a material for prebiotics. Therefore, we evaluated the gut function (gut microbiome and their metabolites) with P. tenera. In our results (Figure 6), the administration of Mix increased the genus Lactobacillus as beneficial bacteria, and WP increased the genus Clostridium as butyrate-producing bacteria. On the other hand, the genera Alistipes, Odoribacter, Paraterodes, and Ruminococcus_g2, harmful bacteria from increased PM 2.5 exposure, were effectively suppressed by P. tenera. More importantly, the correlation between gut bacteria and cognitive function has been reported in behavior and depression [56]. This correlation was associated with damage to gut permeability by intestinal bacteria or their metabolites, and systemic inflammation caused the release of pro-inflammatory cytokines and toxic compounds through damaged gut tight junctions [57]. Indeed, Alistipes and Odoribacter at the genus level are reported to increase in APP/PS1 mice and 5xFAD and AD patients [58]. These bacteria are known to be associated with the inflammatory response and damage to gut tight junctions. Although the correlation between changes in the microbiota by PM 2.5 and cognitive dysfunction is still clear, changes in gut bacteria such as Lactbacillus and Alistipes at the genus level may have affected cognitive decline based on the previous literature [57]. P. tenera is a potential material that can protect not only gut health but also brain function by restoring the gut microbiota.
Recently, there has been increasing evidence that PM 2.5 causes gut dysfunction through changes in the metabolic profiles of mice, and gut injury is closely connected to systemic inflammatory reactions [54]. The tight junction barrier is important for intestinal homeostasis as a frontline defense barrier and is involved in the regulation of immune responses by preventing antigens or pathogens [59]. Gut dysbiosis leads to tight junction damage and releases toxic chemicals such as pro-inflammatory cytokines into the blood, which causes systemic inflammation and various diseases. Systemic inflammation has been a focus to explain the correlation between PM 2.5 and brain dysfunction [5]. In particular, PM 2.5 causes the risk of neurodegenerative disease linked to brain inflammatory responses. Pro-inflammatory cytokines reaching the brain through the blood lead to the activation of microglia, and inflammatory signals in the brain are activated [60]. Laminaria japonica, including sulfated polysaccharide, restored LPS-induced loss of monolayer permeability by increasing the expression of occludin and then effectively attenuated NO and IL-6 production in Caco-2 cells [61]. Although the mechanism of PM 2.5 and systemic inflammation or neuroinflammation is not fully understood, P. tenera effectively regulated pro-inflammatory cytokines in the gut, blood serum, and brain ( Figure 8). These results suggest that the inhibition of systemic inflammation by preventing tight junction damage may have an influence on the protective effect against PM 2.5 -induced cognitive dysfunction. In addition, a significant increase in IFN-γ and IL-12, which are related to Th1 cells, was observed in the gut, blood serum, and brain after PM 2.5 exposure in our results (Figures 2 and 8). As another pathway for the PM 2.5 -related inflammation mechanism, the regulation of macrophage activation could be proposed. Macrophages are critical immune modulators, and are regulated by T cells [62]. Recently, it was reported that PM 2.5 treatment increased cytokine mRNA expression such as IFN-γ, IL-4, IL-10, IL-17 and IL-21 in human CD4+ and CD8+ T cells, and the results demonstrated that PM 2.5 exposure induced macrophage-dependent inflammation characterized by increased Th1/Th17-related cytokines secretion [63]. Together, our results suggest that PM 2.5 and the inflammation response in the gut, blood serum, and brain might be related to the activation of macrophages by T cells. Although the mechanism of PM 2.5 and systemic inflammation or neuroinflammation is not fully understood, P. tenera effectively regulated pro-inflammatory cytokines in the gut, blood serum, and brain ( Figure 8).
Polysaccharides from marine algae are used as prebiotics for beneficial gut bacteria, and produce metabolites such as oligosaccharides and SCFAs [64]. In particular, SCFAs play an important role in the maintenance of the gut and immune homeostasis in the gut through the activation of G-protein-coupled receptors [65]. Also, SCFAs play a key role in microbiota-gut-brain communication by crossing the BBB, and effectively modulate neuroinflammation by regulating the maturation and function of microglia [66,67]. In particular, acetate suppressed pro-inflammatory cytokines (IL-1β, IL-6, and TNF-α) through the regulation of MAPK/NF-κB pathways, and butyrate alleviated neurological deficits, oedema, neuron damage and BBB impairment by occludin and ZO-1 expression in the brain [66,68]. According to a study by Kim et al. (2020), P. tenera extract alleviated harmful bacteria such as Helicobacter, Mucipirillum, and Parasutterella, and Clostridium_XIVb, and butyrate-producing bacteria by lactose fermentation were effectively increased in dextran sodium sulfate (DSS)-induced gut dysbiosis mice [44]. Also, the alteration of gut microbiota from P. tenera extract effectively alleviated colitis symptoms such as body weight loss, colon length loss, and diarrhea, and also attenuated the mRNA expression of pro-inflammatory cytokines (TNF-α, IL-6, IL-1β, and COX-2). In our results, the administration of P. tenera indicated gut health-promoting effects by preventing physical changes (length of colon) and intestinal inflammation with the regulation of gut microbiota, tight junction-related protein expression and SCFAs production as beneficial metabolites. Therefore, P. tenera could be a potential functional agent for cognitive function based on its gut health-promoting effects by sulfated galactan or direct effect by MAAs as materials that pass the BBB. Finally, because our study used only male mice, there are limitations regarding sex. Thus, the health benefit effects may differ according to sex.

Preparation of P. tenera Extract
P. tenera was obtained from Wando (Jeollanamdo, Korea) in February 2018. P. tenera was washed and lyophilized using a vacuum-tray freeze dryer (Operon, Gimpo, Korea). Lyophilized P. tenera was extracted with distilled water and 80% ethanol at 40 • C for 2 h. Each extract was filtered through Whatman No. 2 filter paper (Whatman International Limited, Kent, UK) under reduced pressure. Water extract from P. tenera (WP) was directly lyophilized without concentration. The 80% ethanolic extract was concentrated using a rotary vacuum evaporator (N-1000; Eyela Co., Tokyo, Japan) and lyophilized. Lyophilized extracts were stored at −20 • C until use [25]. A mixture from P. tenera (Mix) was made by mixing with water extract and 80% ethanolic extract at a ratio of 8:2.

Animal Experimental Design
All animal experimental protocols were performed in accordance with the Policy of the Ethical Committee of Ministry of Health and Welfare (Korea), and approved by the Institutional Animal Care and Use Committee of Gyeongsang National University (certificate: GNU-180927-M0050). Male six-week old BALB/c mice were purchased from Samtako (Osan, Korea) and maintained in a pathogen-free environment with a 12 h light/dark cycle, 55% humidity, and 22 ± 2 • C temperature. Mice were freely fed a normal diet and drinking water during the entire experiment. The mice were randomly divided into six groups: a normal control (NC) group, a PM 2.5 -exposed group (PM 2.5 ), WP groups (50 and 200 mg/kg of body weight (mpk); WP 50 and WP200), and Mix groups (50 and 200 mpk; Mix50 and Mix200). The water extract and 80% ethanolic extract were dissolved using drinking water, and the mixture was mixed with water extract and 80% ethanolic extract at a ratio of 8:2. The dissolved WP and mixture were administrated with a feeding needle once a day before PM 2.5 exposure (500 µg/m 3 concentration in whole-body exposure, 5 h/day, 5 days/week for 12 weeks) [19].

Whole Body
Exposure of PM 2.5 PM 2.5 was dissolved using distilled water and sonicated for 30 min. The mice freely moved in a whole-body chamber (276 (w) × 420 (d) × 247 (h) mm). PM 2.5 was sprayed into a mixing chamber through a mist generator at a flow rate of 5 L/ min, and the NC group was only exposed to distilled water. In the mixing chamber, sprayed PM 2.5 was mixed with filtered clean air at a flow rate of 20 L/ min, and then the PM 2.5 mixed with clean air was continuously sprayed into the whole-body exposure chamber at a flow rate of 25 L/min for 5 h (500 µg/m 3 concentration in whole-body exposure).

Y-Maze Test
A Y-maze test was performed after PM 2.5 exposure for 12 weeks. The Y-maze was made with black acrylic with three arms (33 l × 15 h × 10 w). The test was performed for 8 min, and mice movements were recorded using a Smart 3.0 video tracking system (Panlab, Barcelona, Spain).

Morris Water Maze (MWM) Test
A MWM test was carried out for six days (visible platform (Day 1), hidden platform (Day two to five), and probe tests (Day six)) in a circular pool (150 cm in diameter). The pool was filled with water mixed with squid ink, and was separated into quadrants (N, S, E and W zones). The platform was positioned in the center of the W zone. Latency time to the hidden platform and mice movements were recorded using a video tracking system (maximum time: 1 min) during training. The hidden platform test was performed three times a day (Day 2-5). On day six (probe test), the learning and memory function was evaluated by measuring the time they stayed in the W zone. All experimental procedures were recorded using a Smart 3.0 video tracking system (Panlab, Barcelona, Spain) [69]. Brain tissue was homogenated with isolation buffer [215 mM mannitol, 75 mM sucrose, 0.1% BSA, 20 mM HEPES (Na + ) and 1 mM ethylene glycol-bis(2-aminoethylether)-N,N,N ,N -tetraacetic acid (EGTA)], using a bullet blender (Next Advance Inc., Averill Park, NY, USA). The homogenated brain was centrifuged (1300× g, 5 min, 4 • C). The supernatant was transferred to a new tube, and then centrifuged (13,000× g, 10 min, 4 • C), and the pellet was mixed with isolation buffer with 0.1% digitonin for 5 min, and added to the isolation buffer. Finally, the mixture was centrifuged (13,000× g, 15 min, 4 • C), and the pellet was re-mixed with the isolation buffer without 1 mM EGTA [70].

Mitochondrial ROS Contents
The isolated brain mitochondria was incubated with DCF-DA (25 µM) staining solution for 20 min in a black 96-well plate. After 20 min of incubation, the fluorescent intensity was measured to excitation wave (485 nm and emission wave (535 nm) [70].

Mitochondrial Membrane Potential (MMP)
The isolated brain mitochondria was incubated with the tetraethylbenzimidazolylcarbocyanine iodide (JC-1) dye in a black 96-well plate for 20 min. The fluorescence intensity was measured to excitation wave (535 nm) and emission wave (590 nm) [70].

ATP Level
The ATP from mitochondria was extracted with 25 mM Tris-acetate buffer containing 1% trichloroacetic acid (pH 8.0) for 10 min in ice, and centrifuged (10,000× g, 15 min, 4 • C). The supernatant was used as the ATP extracts, and the level was measured using a commercial kit (Promega, Madison, WI, USA) with a luminescence meter (Promega).

Western Blot Assay
The brains were homogenated with a RIPA buffer (ProtinEx TM Animal cell/tissue, GeneAll Biotechnology, Seoul, Korea) containing 1% protease and phosphatase inhibitors, and centrifuged (13,000× g, 10 min, 4 • C). The extracted proteins were separated using sodium dodecyl sulfate polyacrylamide gel and transferred to a polyvinylidene difluoride membrane (Millipore, Billerica, MA, USA). The membranes were combined with the primary antibodies for at least 10 h at 4 • C after blocking using 5% skim milk. The proteinantibody complex was incubated with the secondary antibodies for 2 h and detected using a Chemi-doc iBright Imager (Thermo-Fisher Scientific, Waltham, MA, USA).

Measurement of Cytokine Content
The cytokines in the lungs, guts, blood serum and brain were analyzed using a mouse magnetic Luminex assay kit, and measured using the MAGPIX instrument (Luminex Corporation, Austin, TX, USA) with xMAP technology and xPONENT 4.2 software. The average molecular weight was determined using gel permeation chromatography (HLC-8320, Tosoh Bioscience, Stuttgart, Germany), and was separated using TSKgel Guard PWxl+2xTSKgel GMPWxl+TSKgel G2500PWxl columns (7.8 × 300 mm, Tosoh Bioscience, Stuttgart, Germany) with 0.1 M NaNO 3 for 60 min.

Sulfate Contents
P. tenera was incubated in a water bath with 1 M HCl (105 • C for 5 h), and mixed with 3% TCA and a BaCl 2 -gelatin solution. The mixture was incubated for 15 min for the release of barium sulfate. The sulfate content was determined by measuring at 360 nm using a microplate reader (EPOCH2; BioTek, Winooski, VT, USA), and calculated by substituting the standard curve using potassium sulfate [71].

Major Bioactive Compound Analysis
The major bioactive compounds were analyzed using the Waters Acquity UPLC-Q-TOF/MS system. The compounds were separated using an Acquity UPLC BEH C18 column (2.1 × 100 mm, 1.7 µm pore, Waters Corp, Milford, MA, USA) in positive ion mode. The following solvent gradients (mobile phase A: distilled water contained 0.1% formic acid and B: acetonitrile) were added as follows: 0 to 12.0 min, 0% to 80% B. The conditions for MS analyses were: drying gas (N 2 ) temperature 120 • C, drying gas flow 30 L/h, nebulizer pressure 40 psi, fragmented voltage 175 V, capillary voltage 3 kV, and mass range from m/z 100 to 1500.

Gut Microbiome Analysis
The gut microbiota in feces was analyzed using next-generation sequencing (NGS) 16S rRNA sequencing analysis. Genomic DNA preparation and purification was experimented with a QIAamp DNA stool mini kit (Qiagen Canada, Mississauga, ON, Canada), and extracted DNA was used as template DNA for NGS analysis (MiSeq System, Illumina Inc., San Diego, CA, USA).

Measurement of SCFAs Contents
The feces were homogenated with NaOH (5 mM), and centrifugated (12,000× g, 10 min, 4 • C). The supernatant was added to propanol/pyridine (3:2, v/v) and propyl chloroformate, and the mixture was vortexed and sonicated. SCFAs were then extracted from the mixtures using n-hexane, and the n-hexane fraction was analyzed using a GC-MS-TQ 8030 triple quadrupole mass spectrometer (Shimadzu, Kyoto, Japan) and GC/MS-QP 2010 Plus (Shimadzu, Kyoto, Japan). The SCFAs were separated using a DB-5MS column (30 m × 0.25 mm, thickness 0.25 µm) with a flow rate of 1.0 mL/min, and the following GC analysis conditions: the initial temperature was 40 • C, which was maintained for 5 min, and was then allowed to reach 310 • C at a rate of 10 • C /min (split ratio 60:1, injection temp 200 • C, and column oven temp 60 • C) [19].

Statistical Analysis
All results were expressed as the mean ± standard deviation. The significant differences were analyzed by one-way analysis of variance with Duncan's new multiple-range test (p < 0.05) of SAS ver. 9.4 (SAS Institute Inc., Cary, NC, USA).

Conclusions
The administration of P. tenera ameliorated PM 2.5 -induced learning and memory impairments, and alleviated PM 2.5 -induced oxidative stress and inflammation in the brain by regulating mitochondrial activation and the NF-κB/inflammasome mechanism. In addition, P. tenera attenuated Aβ production/tau phosphorylation through the regulation of JNK signaling. Furthermore, in the gut-brain axis, intake of P. tenera containing sulfated galactan, MAAs and chlorophyll derivatives as bioactive compounds attenuated damage to intestinal permeability and inflammation through changes in the gut microbiota, tight junction-related protein expression and SCFAs production in PM 2.5 -induced gut dysfunction. Therefore, P. tenera including sulfated galactan as prebiotics and MAAs as materials that pass the BBB is suggested as a potential material for cognitive function through the inhibition of inflammation and oxidative damage by PM 2.5 .