Abstract
The broad beneficial effects of dietary polyphenols on human health have been confirmed. Current studies have shown that dietary polyphenols are important for maintaining the homeostasis of the intestinal microenvironment. Moreover, the corresponding metabolites of dietary polyphenols can effectively regulate intestinal micro-ecology and promote human health. Although the pathogenesis of depression has not been fully studied, it has been demonstrated that dysfunction of the microbiota-gut-brain axis may be its main pathological basis. This review discusses the interaction between dietary polyphenols and intestinal microbiota to allow us to better assess the potential preventive effects of dietary polyphenols on depression by modulating the host gut microbiota.
Keywords: dietary polyphenols, intestinal microbiota, depression
1. Introduction
Polyphenols are the most abundant natural compounds in plants and can be found in fruits, vegetables, tea, coffee, cocoa, and wine, among other things [1]. Polyphenols are classified as flavonoids or non-flavonoids based on the presence of one or more hydroxyl groups attached to their benzene ring. Flavonoids share a carbon skeleton with diphenyl propane, which has two benzene rings joined by a three-carbon chain. The middle three-carbon chain joins the A-benzene ring to form a closed pyran ring. Flavonoids involve the common carbon skeleton of diphenylpropane, in which two benzene rings are connected by a linear three-carbon chain. The central three-carbon chain forms a closed pyran ring with the A-benzene ring. Flavonoids are classified as flavones, flavonoids, anthocyanins, flavanones, flavonols, and isoflavones based on the oxidation state of the core pyran ring. The main types of nonflavonoids are phenolic acids, which can be subdivided into benzoic acid derivatives, such as gallic acid and protocatechuic acid, and cinnamic acid derivatives, including coumaric acid, caffeic acid, and ferulic acid. Dietary polyphenols refer to phenolic substances obtained from natural sources [2]. Not only do dietary polyphenols have antioxidant properties, but they are emerging as compounds with antidepressant efficacy [3]. As a flavonoid, hesperidin is found to have a high content in citrus fruits [4]. Studies have shown that hesperidin can inhibit apoptosis and protect neuronal degeneration by increasing the levels of PI3K, Akt, and mTOR [5]. Apigenin is widely distributed in warm tropical vegetables and fruits, especially in celery. By inhibiting p38 and JNK, apigenin can pass the blood-brain barrier (BBB) and have an anti-inflammatory impact on BV-2 and primary microglia [6].
Trillions of bacteria engage in complicated interactions with the host system in the human gut microbiota [7] and human genetic and metabolic diversity have also been found in the gut microbiota [8]. In addition, important homeostasis consequences result from the stability of the gut microflora. The host’s immune system and general health are maintained by the gut microbiota, which is also engaged in the management of nutrients and several metabolic pathways (such as bile acid metabolism, choline metabolism, and tryptophan metabolism for different homeostatic regulation) [9]. Regarding its low bioavailability, curcumin directly absorbed by the small intestine represents only a small part, the majority remains in the intestinal tract [10]. Several strategies aiming to improve its oral bioavailability have been considered [11]. In the gut, curcumin is biologically converted to metabolites by the microbiota, those metabolites can in turn regulate the composition and function of intestinal microbiota [12]. Reduced immune function can arise from intestinal mucosal barrier injury caused by intestinal microflora homeostasis disruption [13]. Numerous illnesses, including depression, multiple sclerosis, diabetes, autism, and cancer are linked to disturbed gut flora [14]. Through the neurological, endocrine, immunological, and metabolic systems, the brain’s interactions with the gut microbiota mostly have an indirect impact on cognition [15], sleep [16], and mood [17]. The gut microbiota not only mediates the physiological processes of host metabolism and immunity but also plays a significant role in the bidirectional response of the gastrointestinal tract and the central nervous system [18], according to numerous animal and clinical studies conducted over the past ten years [19].
Depression is one of the most common mental illnesses, with continuous and long-term depression as the main clinical feature, and is the most important type of preventable mental illness [20]. Depression currently affects 4.4% (322 million people) of the population [21]. In fact, according to the World Health Organization (WHO), depression will overtake physical infirmity as the second-leading cause of mental disease in the future [22]. It is quite difficult to understand how depression develops. The monoamine theory, one of the most widely recognized theories, contends that depression is brought on by lower levels of monoamines, such as gamma-aminobutyric acid (GABA), norepinephrine (NE), and serotonin (5-HT) in the cranial nervous system [23].
Increased oxidative stress and elevated inflammatory markers can trigger depressive symptoms [24]. According to randomized controlled research, antioxidant supplementation for 6 weeks significantly raised plasma antioxidant levels in depressed individuals and was linked to a considerable decrease in depressive symptoms [25]. Dietary polyphenols are a class of antioxidants that appear in a variety of antioxidant supplements and offer a range of physiological advantages that aid in the treatment of mental diseases. The most typical form of depression, major depressive disorder (MDD), is a serious and incapacitating mental condition [26]. MDD poses a serious challenge to health systems because it frequently recurs and is difficult to treat [27]. The pathophysiology of MDD has not yet been determined, but an increasing number of animal and clinical research have demonstrated that the “microbiota-gut-brain” axis’ malfunction is the primary pathogenic cause of depression and that it may also have potential influencing variables [28]. Through the gut-brain axis (GBA), bidirectional interactions between the central nervous system (CNS) and the gastrointestinal tract have been known to affect mood. Studies have shown that gastrointestinal diseases often accompany MDD, and the behavior and diet of MDD patients can change the composition of gut microbiota and have an impact on the pathogenesis of MDD [29].
Polyphenols can regulate intestinal flora and maintain intestinal stability [30]. Naturally derived polyphenols, such as quercetin, can reduce depressive and anxious behaviors in rats [31]. By modulating the short-chain fatty acids (SCFAs) produced by the gut microbiota, dietary polyphenols affect the levels of neurotransmitters in the brain, the development of the central nervous system, and immune barriers. They also treat depression by lowering the stress-induced increases in brain cortisol through the vagus nerve [32]. Although it has been suggested that dietary polyphenols have a role in controlling gut flora, nothing is known about how these two organisms interact. To offer fresh perspectives on the prevention and treatment of depression with dietary polyphenols, this review will discuss the interaction between dietary polyphenols and intestinal microflora, with a focus on how dietary polyphenols regulate intestinal flora through GBA and affect the development of depression.
2. The Metabolism of Dietary Polyphenols in the Gut
When dietary polyphenols are ingested, they undergo a long journey through the gastrointestinal tract (Figure 1). Biotransformation of polyphenols occurs in the enterocytes of the small and large intestines [33]. By brush border or microbial enzymes, many polyphenols are hydrolyzed in the small intestine, and the resulting aglycone compounds are typically absorbed by enterocytes by passive diffusion. Unabsorbed polyphenols are broken down into smaller phenolic compounds in the large intestine, and the microbiota breaks down glycosidic linkages and disassembles polyphenols’ biphenylpropane structure [34]. Aglycones and oligomers are mostly released by microbial esterases and glycosidases during the degradation of polyphenols [35]. For example, the hydrolysis products of ester bonds of catechin gallates, such as allocated polyphenols (-)-epigallocatechin-3-gallate (EGCG) and (-)-epicatechin-3-gallate (ECG), in the gut undergo phase II biotransformation in the gut and liver and interact with the gut microbiota to release free catechins, glucaldehyde acidified/sulfated/methylated conjugates, phenolic acids, and other catabolites [36]. Anthocyanins are deglycosylated and converted to phenolic acids such as protocatechuic acid, syringic acid, and gallic acid by colonic bacteria [37]. Protocatechuic acid, the primary metabolite of anthocyanins, is a physiologically active chemical with significant promise in treating a variety of chronic diseases [38]. Overall, this extensive microbial metabolism ultimately breaks down dietary polyphenols into a limited number of simple aromatic metabolites.
3. Effects of Dietary Polyphenols on the Intestinal Microbial Environment
3.1. The Effect of Dietary Polyphenols on the Enzymatic Activity of Gut Microbiota
Intestinal enzyme activity is critical for the digestion and absorption of animal nutrients, as well as for body growth and development. The intestinal microbiota has a diverse spectrum of enzyme systems that are engaged in a variety of physiological activities, such as the movement of energy, materials, and genetic information of the host [39], and mostly contains hydrolases, oxidoreductases, lyases, and transferases. Enzymatic mechanisms in the gut microbiota digest and absorb 90–95% of polyphenols, which are then transformed into low molecular weight bioactive metabolites [40]. According to research, inhibiting the activities of α-amylase, α-glucosidase, and β-glucosidase decreases oxidative stress and inflammation-related hyperglycemia while also modifying the gut microbiota to lower blood sugar levels [41]. Anthocyanins derived from blueberries and blue honeysuckle can be developed as possible α-glucosidase inhibitors [42], delaying carbohydrate digestion and extending digestion time, resulting in a decreased rate of glucose absorption, and therefore slowing the digestion of the meal [43]. Currently, dipeptidyl peptidase IV inhibition has been recognized as an effective strategy for the management of type 2 diabetes by enhancing the incretin system, thereby promoting beta-cell efficiency and insulin release in a glucose-dependent manner [44]. The quercetin contained in mugwort extract has a strong inhibitory effect on dipeptidyl peptidase IV, and the maximum inhibition rate of dipeptidyl peptidase IV is 90% when the extract concentration is 4000 μg/mL [45]. Tea polyphenols, one of the most common dietary polyphenols, have been found to influence the enzymatic activity of the gut microbiota [46]. Tea polyphenols were shown to significantly reduce α-glucosidase levels in rats fed high-fat diets, and they also helped to ameliorate hyperglycemia symptoms in obese rats [47]. Tea polyphenols can directly affect some intestinal microbial enzymes, primarily by interacting with enzyme protein molecules [48]. According to the study, catechin can bind to the ATP-binding site on the gyrase B subunit, blocking the Escherichia coli DNA gyrase from activating [49].
3.2. Effects of Dietary Polyphenols on Gut Microflora
While polyphenols undergo a series of metabolisms in the gut, polyphenols also shape the microbiota and have a positive impact on health [50]. Dietary polyphenols can change the variety and composition of the gut microbiota and can also modify the quantities of intestinal metabolites, such SCFAs and bile acids [51]. Polyphenols are not only beneficial in improving local damage in the intestine, such as intestinal inflammation and permeability, but also in preventing or treating some systemic metabolic diseases, such as diabetes and obesity [52]. After entering the circulation, dietary polyphenols and their metabolites may have some local biological effects in the gut, such as protecting the gut barrier, as well as some systemic effects [53]. Specific bacterial populations in the gut are impacted by a diet high in polyphenols. By encouraging the development of lactic acid bacteria, such as Lactobacillus and Bifidobacterium, polyphenols have prebiotic effects (Figure 1). These prebiotics can also effectively control the microorganisms Faecalibacterium prausnitzii and Akkermansia muciniphila, which have anti-obesity characteristics [54]. Theanine and flavonoid glycosides and catechins found in black tea increase the formation of bifidobacterial. Polyphenols not only encourage the growth of helpful bacteria in the gut, but they also prevent the growth of potentially harmful bacteria [55]. Anthocyanins have been shown to limit the development of Gram-positive bacteria (Bacillus subtilis, and Enterococcus faecalis) and Gram-negative bacteria (Escherichia coli, Citrobacter freundii, Pseudomonas aeruginosa) [56]. Citrus fruits include flavonoids (such as hesperidin and naringenin) that can inhibit Escherichia coli, Staphylococcus aureus, and Salmonella typhimurium [57]. As a flavonoid, quercetin has antioxidant, anticancer, and neuroprotective effects [58]. In a rat in vivo dietary intervention study, gavage of rats with quercetin reduced the Firmicutes/Bacteroidetes ratio and inhibited the growth of Erysipelas and Bacillus. Studies of dietary intervention experiments and metagenomic sequencing in mice have shown that changes in Firmicutes/Bacteroidetes ratios are strongly associated with diseases such as obesity. A different animal study found that mice’s intestinal microbiota was altered by fermented green tea extract high in tea polyphenols, affecting the phyla Firmicutes and Bacteroidetes and the ratio of Bacteroidetes to Prevotella [59].
4. The Effect of Gut Microbiota on Depression
4.1. Gut Microbiota and GBA
Depression is a significant mental condition that has been linked to GBA and gut microbiota. This indicates that alterations in gut microbiota and GBA are significant pathways for elucidating the pathophysiology of depression and foretelling potential depression treatments [60]. In fact, the number of bacteria in the gut is many times greater than that of human cells, and the number of related genes is 100 times greater than that of the human genome [61]. As a result, the microbiota in the gut is the most diverse and abundant in the human body. In addition to preventing pathogen invasion, increasing digestion and metabolism, boosting nutrient absorption, and controlling the development and operation of the host immune system, the gut microbiota is crucial to many physiological processes in the human body [62]. As a result, the hypothalamic-pituitary-adrenal (HPA) axis, immunity, and neurotransmitters between the gastrointestinal system and the brain are all integrated by the gastrointestinal-brain axis (GBA) [63]. Its malfunction or imbalance is linked to a number of immunological, mental, and neurological illnesses [64] (Figure 2).
The CNS can influence the gut microbiota both directly and indirectly [65]. For example, the brain’s HPA axis and autonomic nervous system have a direct influence on gut physiology. Similarly, the CNS influences the composition and function of gut microorganisms indirectly by producing signaling molecules such as cytokines and antimicrobial peptides. The gut flora also has an impact on CNS function. Through interactions with the vagus nerve and enteric nervous system, gut bacteria can influence CNS development and regulation. The immune system is one of the primary physiological systems that the gut microbiota regulates in depressive-related pathways. Changes in gut flora boost peripheral immunity, resulting in an inflammatory response [66]. When diverse inflammatory chemicals reach the CNS via various pathways, the activation of microglia, a prominent source of pro-inflammatory molecules in the brain, increases the likelihood of depression [67]. To control the bacterial population in the gut, the gut environment, the central nervous system, and the immune system all collaborate [68]. For example, it has been shown that the mucosal antimicrobial peptide Reg gene family member 3γ (RegIIIγ), which is secreted by intestinal epithelial cells, binds to the peptidoglycan on the surface of Gram-positive bacteria and directly kills them [69].
GBA regulation is influenced by neurotransmitters and neurotrophic factors [70]. The gut microbiota has been demonstrated in studies to be involved in the creation of numerous neuroactive chemicals such as melatonin, GABA, catecholamines, acetylcholine, and histamine [71]. Disruptions in the gut microbiota can induce decreased neurotransmitter and other neurotrophic factor syntheses, which can change mood and body movement and increase the risk of depression. For example, GABA signaling dysregulation has been associated with depression [72]. GABA is generated by a variety of bacteria, including Bifidobacterium and Lactobacillus [73]. Lactobacillus rhamnosus JB-1 (a common Lactobacillus species) was also reported to reduce anxiety and depressive behavior in mice in a vagus-dependent manner and to produce GABA. GABA is produced by Bifidobacterium by enzymatic dehydration of rat glutamate.
4.2. Changes in Gut Microbiota in Depressed Patients
The research of genetic, neurochemical, and environmental factors is critical for depression therapy [74]. Bidirectional interactions between neurotransmitters in the brain and the central nervous system, enteric nervous system, and gastrointestinal tract demonstrate the effects of these systems on emotion, pain and stress regulation, and brain function [75]. This shows that the composition and changes in the gut microbiota might affect and interfere with the mental health of depressed persons [76]. Animal studies have revealed that the gut microbiota may greatly influence host behavior [77], primarily via neurotransmission, the HPA axis, and inflammation. Furthermore, the presence or exposure to pathogenic bacteria in the stomach increases depressive-like behaviors [78]. Because of their ability to produce exotoxins and generate settings conducive to inflammation, this species’ overgrowth may exacerbate depressive symptoms. According to clinical investigations, the incidence of gastrointestinal illnesses in persons with depression is around 29.6% [79]. Additional research has revealed that depressed people have drastically altered gut microbiota [80]. For instance, a study comparing the gut microbiota of 46 depressed patients with that of 30 in the control group revealed that the abundance of Bacteroidetes, Proteobacteria, and Actinobacteria was significantly higher in the depressed patients than it was in the control group, while the abundance of Firmicutes decreased quickly [81]. Prevotella and Klebsiella were found in significantly higher numbers in people with major depressive disorder, according to a different study [82]. When rats with low levels of microbiota received fecal microbiota from depressed people, the transplanted rats began to exhibit depressive symptoms.
4.3. The Interactions of SCFAs and Gut Microbiota on Depression
Specifically, through direct changes in critical metabolite levels and indirect impacts of circulating serum metabolite changes, metabolism is a primary avenue by which the gut microbiota affects depression through the GBA. These effects further affect alterations in the CNS that control depressive behavior. The important metabolites created by the typical microbiota play a direct or indirect role in maintaining healthy bodily functions as well as controlling mental and emotional processes. The gut microbiota’s “hidden weapons” are SCFAs. They not only take part in energy metabolism but also control how the gut produces hormones and how different nutrients are absorbed [83]. Butyric acid is one of the most important SCFAs, it is a major fuel source for colon cells and plays a non-negligible role in gut health [84]. Butyric acid is the main nutrient of human intestinal epithelial cells; more than 95% of the butyric acid in the human body is produced and absorbed in the colon [85], and a certain level of butyric acid can keep colon cells stable, thereby preventing or inhibiting cancer, regulating intestinal flora imbalance and treating irritable bowel syndrome, antibiotic-associated enteritis, acute and chronic diarrhea, and other diseases [86]. SCFAs (e.g., acetate, propionate, and butyrate) also have potential therapeutic effects on depression [87]. Multiple SCFA-producing bacteria, including those from the genera Subdoligranulum, Dialister, Fuscatenibacter, Ruminococcus, and Dorea, were lost in stool samples from patients with pediatric depression, according to a study that compared the distal gut microbiota composition of 70 healthy and 101 depressed children [88]. Due to their role in maintaining the homeostasis of colonic regulatory T-cell populations, SCFAs primarily have immunomodulatory and anti-inflammatory actions [89]. A lack of SCFAs in the gut weakens the gut wall, allowing gut bacteria to pass through the leaky gut and causing abnormal host behavior by activating the immune system [90,91].
4.4. The Effect of the Antioxidant Properties of Probiotics on Depression
Antioxidant supplements have been shown to ease mood disorders. In fact, some antidepressants (e.g., escitalopram and olanzapine) are protective against oxidative stress. Probiotics exhibit antioxidant properties, and probiotics can improve depression and anxiolytic behaviors caused by associated comorbidities [92]. Probiotics’ antioxidant benefits have been related to studies on aging, diabetes, brain injury, neurodegenerative illnesses, and other disease models that all contribute to MDD and the decline of cognitive function [93]. According to research on animals, the hippocampus, cortex, and striatum of mice treated with Enterococcus faecalis CFR3003 displayed increased activity in antioxidant enzymes such as catalase and lowered levels of oxidative stress (ROS) indicators in brain tissue [94]. Rats’ behavioral cognition and depression symptoms were improved by a probiotic supplement including Lactobacillus rhamnosus, Lactobacillus reuteri, and Bifidobacterium [95]. Researchers have also supplied individuals with type 2 diabetes with fructooligosaccharides (a prebiotic substance), Lactobacillus acidophilus, Lactobacillus casei, Lactobacillus rhamnosus, Lactobacillus bulgaricus, Bifidobacterium breve, Bifidobacterium longum, and Streptococcus thermophilus. This probiotic mixture lowered the quantities of superoxide and hydroxyl radicals, improved diabetes, and strengthened antioxidant defenses, including plasma glutathione levels [96]. Type 2 diabetes is intimately linked to depression and cognitive decline, despite the fact that it is not a neurodegenerative disease in and of itself. Anxiety, depression, and other mental diseases can be brought on by type 2 diabetes.
Although there are various communication pathways between the stomach and the brain, the role of gut bacteria in the development of brain illnesses is as yet unknown. We still need to learn more about the GBA and how it is impacted by gut microbiota in order to uncover new targets for the prevention and treatment of brain diseases.
5. Preventive and Therapeutic Effects of Dietary Polyphenols on Depression by Regulating Intestinal Microbiota
5.1. Dietary Polyphenols Exert Anti-Depressant Effects by Modulating Intestinal Microbiota
Oriental medicine uses Licgusticum. L., a plant that reduces inflammation and is high in ferulic acid, and a hydroxycinnamic acid that boosts Bifidobacterium relative abundance [97]. Free FA may be one of Bifidobacterium’s fermentation substrates, according to in vitro experiments that showed the bacteria can change it [98].
On the one hand, Bifidobacterium exhibits antidepressant potential through a 5-hydroxytryptophan (5-HTP)-dependent mechanism, which acts as a precursor of 5-HT in humans [99]. Several double-blind studies have shown that 5-HTP can increase the concentration of serotonin in the brain and improve depression [100]. On the other hand, after treating mice with Bifidobacterium, it was found that another pathway associated with depression is the glutamatergic synapse. Glutamate is an excitatory neurotransmitter in the CNS [24], glutamate transport provides a new therapeutic site for depression by activating N- The methyl-d-aspartate receptor (NMDAR) involved in the regulation of synaptic activity, brain plasticity, and energy reserve, thereby exerting an antidepressant effect [101].
5.2. Dietary Polyphenols Improve Depression by Modulating Tryptophan through Intestinal Microbiota
An essential amino acid called tryptophan is converted along the kynurenine pathway to produce a number of metabolites that are crucial to understanding the pathophysiology of depression. According to research conducted on animals, tryptophan metabolism is impacted by the modulation of polyphenol signaling and their metabolites through the kynurenine pathway [102]. Resveratrol, a natural polyphenol, was found to significantly reduce tryptophan levels and increase the ratio of kynurenine to tryptophan by 1.30 times after injecting resveratrol into healthy volunteers [103]. Black tea catechins, in particular, raised kynurenine levels in healthy volunteers, leading to a greater kynurenine-to-tryptophan ratio [104]. Researchers have also transplanted fecal microbiota from depressed patients into germ-free rats and found that they caused changes in tryptophan metabolism, anhedonia, and anxiety-like behaviors [105]. At the same time, tryptophan is utilized by the gut flora to synthesize serotonin locally, and the production of serotonin directly links the gut with nerve signaling [106].
One of the most potent blood indicators of serious depression is the depletion of serotonin, a crucial neurotransmitter in the GBA [107]. Serotonin is neuroactive and is generated peripherally, which is important for neuropsychiatric diseases such as depression [108].
5.3. Microbial-Derived Polyphenol Metabolites Treat Depression by Inhibiting Microglial Activation
Microglia are important immunological mediators in the CNS, and their activation is linked to clinical psychiatric symptoms and neuroinflammation [109]. Clinical investigations have demonstrated that the majority of depressed individuals exhibit an overactivation of microglia, and depression has been defined as a disorder linked to microglia [110]. Researchers have also found that gut microbiota can influence microglia dynamics, with clear differences in the microglia transcriptome between germ-free and specific pathogen-free mice [111]. Many genes involved in cell activation were down-regulated in the microglia of germ-free animals which points to the relevance of the microbiota in influencing microglial responses [112]. Dietary polyphenols used to modulate microglial activation require gut microbiota activity to produce appropriate bioactive metabolites for the treatment of depressive symptoms. The ellagitannin-like polyphenols in pomegranate extract are poorly absorbed in the small intestine and have low bioavailability [113], and, upon reaching the colon, are biotransformed by the gut microbiota to produce the bioactive compound urolithin (6H-dibenzo[b, d]pyran-6-one derivatives). Urolithin reduces microgliosis and amyloid-beta plaque deposition [114], reduces anxiety-like behaviors, and improves memory [115]. In primary cultures of neuronal glia, the physiologically active microbial-derived metabolite EGCG was found to prevent LPS-induced microglial activation [116].
5.4. Gut Microbiota and Related Polyphenol Metabolites Modulate Inflammasome Activation in the Treatment of Depression
The gut microbiota reduces the integrity of the BBB by inducing peripheral inflammation, leading to inflammasome activation which leads to a range of depressive symptoms while disrupting the composition of the gut microbiota. This is known as the microbiota-inflammasome hypothesis of major depressive disorder [117]. Inflammation is the main sign of cancer development and progression [118]. It has been found that there is a close relationship between inflammation and tumorigenesis, including proliferation, invasion, and metastasis [119]. The NLRP3 inflammasome is a key component of the innate immune system [120] and mediates caspase-1 activation and secretion of the proinflammatory cytokine IL-1β/IL-18 [121] in response to microbial infection and cell damage [122]. Therefore, NLRP3 inflammatory corpuscles play a major role in regulating inflammatory response and tumors by interfering with other cell compartments [123]. Animal experiments have proved that during high-fat diet feeding, the activation of NLRP3 inflammatory bodies may produce a low-grade systemic inflammation, thus promoting the development of colorectal cancer (CAC) [124]. This is related to NLRP3’s ability to sense the danger signals caused by a high-fat diet and promote obesity and insulin resistance caused by inflammation [125]. Various microbial pathogens that can activate the NLRP3 inflammasome have been identified, including Salmonella typhimurium, Escherichia coli, etc. [126]. Currently, the activation of this mechanism remains to be studied. Gut bacteria can activate the inflammasome directly or indirectly. In one study, Enterobacteriaceae were shown to stimulate IL-1β release via inflammasome signaling after spinal cord injury [127]. These selective members of the gut microbiota can stimulate newly recruited monocytes to induce NLRP3-dependent IL-1β release, promoting intestinal inflammation [128]. NLRP3 gene expression was elevated in human peripheral blood mononuclear cells (PBMCs) in patients with depression and serum IL-1β and IL-18 levels were also elevated [129]. Dietary polyphenol intake can reduce inflammasome activation [130] and alleviate depressive symptoms. The components in lychee seed are mostly polyphenols [131], such as rutin, quercetin, catechin, and procyanidins [132]. The latest research shows that lychee seed polyphenol (LSP) can induce autophagy through the LRP1/AMPK pathway and significantly inhibit NLRP3 inflammatory bodies [133]. EGCG has been shown to affect inflammasome signaling in multiple models [134]. Compared with an induced renal failure model, EGCG down-regulates NLPR3 gene expression through a pathway involved in the inflammatory regulator heme oxygenase-1 [135], and NLRP3 gene knockout can reduce depression-like behavior in mice due to chronic stress.
6. Conclusions
The GBA functions as a bidirectional neuroendocrine system, linking the intestinal microbiota and the brain. The dysbiosis of the gut microbiota has an impact on the emergence of a variety of chronic disorders. Dietary polyphenols are promising compounds for the treatment of depression. They can maintain the intestinal microenvironment’s homeostasis, and their metabolites can effectively regulate intestinal micro-ecology. However, more clinical studies are required to determine the intervening effects of dietary polyphenols and their metabolites on depression.
Author Contributions
Conceptualization, writing-original draft, supervision, X.W.; writing-review and editing, J.Y.; supervision and writing—review and editing, X.Z. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Conflicts of Interest
The authors have declared no conflict of interest.
Funding Statement
This research was funded by [the Ningbo Natural Science Foundation] grant number [2021J107].
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Serra D., Almeida L.M., Dinis T.C.P. Dietary polyphenols: A novel strategy to modulate microbiota-gut-brain axis. Trends Food Sci. Technol. 2018;78:224–233. doi: 10.1016/j.tifs.2018.06.007. [DOI] [Google Scholar]
- 2.Sun Y., Cheng L., Zeng X., Zhang X., Liu Y., Wu Z., Weng P. The intervention of unique plant polysaccharides—Dietary fiber on depression from the gut-brain axis. Int. J. Biol. Macromol. 2021;170:336–342. doi: 10.1016/j.ijbiomac.2020.12.164. [DOI] [PubMed] [Google Scholar]
- 3.Wang X., Cheng L., Liu Y., Zhang R., Wu Z., Weng P., Zhang P., Zhang X. Polysaccharide regulation of intestinal flora: A viable approach to maintaining normal cognitive performance and treating depression. Front. Microbiol. 2022;13:807076. doi: 10.3389/fmicb.2022.807076. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Caglayan C., Demir Y., Kucukler S., Taslimi P., Kandemir F.M., Gulçin İ. The effects of hesperidin on sodium arsenite-induced different organ toxicity in rats on metabolic enzymes as antidiabetic and anticholinergics potentials: A biochemical approach. J. Food Biochem. 2019;43:e12720. doi: 10.1111/jfbc.12720. [DOI] [PubMed] [Google Scholar]
- 5.Yıldız M.O., Çelik H., Caglayan C., Kandemir F.M., Gür C., Bayav İ., Genç A., Kandemir Ö. Neuromodulatory effects of hesperidin against sodium fluoride-induced neurotoxicity in rats: Involvement of neuroinflammation, endoplasmic reticulum stress, apoptosis and autophagy. Neurotoxicology. 2022;90:197–204. doi: 10.1016/j.neuro.2022.04.002. [DOI] [PubMed] [Google Scholar]
- 6.Ginwala R., Bhavsar R., Chigbu D.I., Jain P., Khan Z.K. Potential role of flavonoids in treating chronic inflammatory diseases with a special focus on the anti-inflammatory activity of apigenin. Antioxidants. 2019;8:35. doi: 10.3390/antiox8020035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Mithul Aravind S., Wichienchot S., Tsao R., Ramakrishnan S., Chakkaravarthi S. Role of dietary polyphenols on gut microbiota, their metabolites and health benefits. Food Res. Int. 2021;142:110189. doi: 10.1016/j.foodres.2021.110189. [DOI] [PubMed] [Google Scholar]
- 8.Yatsunenko T., Rey F.E., Manary M.J., Trehan I., Dominguez-Bello M.G., Contreras M., Magris M., Hidalgo G., Baldassano R.N., Anokhin A.P., et al. Human gut microbiome viewed across age and geography. Nature. 2012;486:222–227. doi: 10.1038/nature11053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Ashaolu T.J. Immune boosting functional foods and their mechanisms: A critical evaluation of probiotics and prebiotics. Biomed. Pharmacother. 2020;130:110625. doi: 10.1016/j.biopha.2020.110625. [DOI] [PubMed] [Google Scholar]
- 10.Zhang J., Ou C., Chen M. Curcumin attenuates cadmium-induced atherosclerosis by regulating trimethylamine-N-oxide synthesis and macrophage polarization through remodeling the gut microbiota. Ecotox. Environ. Safe. 2022;244:114057. doi: 10.1016/j.ecoenv.2022.114057. [DOI] [PubMed] [Google Scholar]
- 11.Yucel C., Quagliariello V., Iaffaioli R.V., Ferrari G., Donsì F. Submicron complex lipid carriers for curcumin delivery to intestinal epithelial cells: Effect of different emulsifiers on bioaccessibility and cell uptake. Int. J. Pharmaceut. 2015;494:357–369. doi: 10.1016/j.ijpharm.2015.08.039. [DOI] [PubMed] [Google Scholar]
- 12.Wu J., Lai C., Badmaev V., Nagabhushanam K., Ho C., Pan M. Tetrahydrocurcumin, a major metabolite of curcumin, induced autophagic cell death through coordinative modulation of PI3K/Akt-mTOR and MAPK signaling pathways in human leukemia HL-60 cells. Mol. Nutr. Food Res. 2011;55:1646–1654. doi: 10.1002/mnfr.201100454. [DOI] [PubMed] [Google Scholar]
- 13.Cryan J.F., O’Riordan K.J., Cowan C.S.M., Sandhu K.V., Bastiaanssen T.F.S., Boehme M., Codagnone M.G., Cussotto S., Fulling C., Golubeva A.V., et al. The microbiota-gut-brain axis. Physiol. Rev. 2019;99:1877–2013. doi: 10.1152/physrev.00018.2018. [DOI] [PubMed] [Google Scholar]
- 14.Ozdal T., Sela D.A., Xiao J., Boyacioglu D., Chen F., Capanoglu E. The reciprocal interactions between polyphenols and gut microbiota and effects on bioaccessibility. Nutrients. 2016;8:78. doi: 10.3390/nu8020078. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Wu L., Shen F., Wang W., Qi C., Wang C., Shang A., Xuan S. The effect of multispecies probiotics on cognitive reactivity to sad mood in patients with Crohn’s disease. J. Funct. Foods. 2021;82:104431. doi: 10.1016/j.jff.2021.104431. [DOI] [Google Scholar]
- 16.Neroni B., Evangelisti M., Radocchia G., Di Nardo G., Pantanella F., Villa M.P., Schippa S. Relationship between sleep disorders and gut dysbiosis: What affects what? Sleep Med. 2021;87:1–7. doi: 10.1016/j.sleep.2021.08.003. [DOI] [PubMed] [Google Scholar]
- 17.Chunchai T., Thunapong W., Yasom S., Wanchai K., Eaimworawuthikul S., Metzler G., Lungkaphin A., Pongchaidecha A., Sirilun S., Chaiyasut C., et al. Decreased microglial activation through gut-brain axis by prebiotics, probiotics, or synbiotics effectively restored cognitive function in obese-insulin resistant rats. J. Neuroinflamm. 2018;15:11. doi: 10.1186/s12974-018-1055-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Everett B.A., Tran P., Prindle A. Toward manipulating serotonin signaling via the microbiota–gut–brain axis. Curr. Opin. Biotechol. 2022;78:102826. doi: 10.1016/j.copbio.2022.102826. [DOI] [PubMed] [Google Scholar]
- 19.Song D., Yang C.S., Zhang X., Wang Y. The relationship between host circadian rhythms and intestinal microbiota: A new cue to improve health by tea polyphenols. Crit. Rev. Food Sci. 2021;61:139–148. doi: 10.1080/10408398.2020.1719473. [DOI] [PubMed] [Google Scholar]
- 20.Sabedra Sousa F.S., Birmann P.T., Bampi S.R., Fronza M.G., Balaguez R., Alves D., Leite M.R., Nogueira C.W., Brüning C.A., Savegnago L. Lipopolysaccharide-induced depressive-like, anxiogenic-like and hyperalgesic behavior is attenuated by acute administration of α-(phenylselanyl) acetophenone in mice. Neuropharmacology. 2019;146:128–137. doi: 10.1016/j.neuropharm.2018.11.028. [DOI] [PubMed] [Google Scholar]
- 21.Li T., Zheng L., Han X. Fenretinide attenuates lipopolysaccharide (LPS)-induced blood-brain barrier (BBB) and depressive-like behavior in mice by targeting Nrf-2 signaling. Biomed. Pharmacother. 2020;125:109680. doi: 10.1016/j.biopha.2019.109680. [DOI] [PubMed] [Google Scholar]
- 22.Johnston K.M., Powell L.C., Anderson I.M., Szabo S., Cline S. The burden of treatment-resistant depression: A systematic review of the economic and quality of life literature. J. Affect. Disorders. 2019;242:195–210. doi: 10.1016/j.jad.2018.06.045. [DOI] [PubMed] [Google Scholar]
- 23.Meng F., Liu J., Dai J., Wu M., Wang W., Liu C., Zhao D., Wang H., Zhang J., Li M., et al. Brain-derived neurotrophic factor in 5-HT neurons regulates susceptibility to depression-related behaviors induced by subchronic unpredictable stress. J. Psychiatr. Res. 2020;126:55–66. doi: 10.1016/j.jpsychires.2020.05.003. [DOI] [PubMed] [Google Scholar]
- 24.Duman R.S., Sanacora G., Krystal J.H. Altered connectivity in depression: GABA and glutamate neurotransmitter deficits and reversal by novel treatments. Neuron. 2019;102:75–90. doi: 10.1016/j.neuron.2019.03.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Lin K., Li Y., Toit E.D., Wendt L., Sun J. Effects of polyphenol supplementations on improving depression, anxiety, and quality of life in patients with depression. Front. Psychiatry. 2021;12:765485. doi: 10.3389/fpsyt.2021.765485. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Kopschina Feltes P., Doorduin J., Klein H.C., Juárez-Orozco L.E., Dierckx R.A., Moriguchi-Jeckel C.M., de Vries E.F. Anti-inflammatory treatment for major depressive disorder: Implications for patients with an elevated immune profile and non-responders to standard antidepressant therapy. J. Psychopharmacol. 2017;31:1149–1165. doi: 10.1177/0269881117711708. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Neufeld K.B., Foster J.A.P. Effects of gut microbiota on the brain: Implications for psychiatry. J. Psychiatr. Neurosci. 2009;34:230–231. [PMC free article] [PubMed] [Google Scholar]
- 28.Fisk J., Khalid S., Reynolds S.A., Williams C.M. Effect of 4 weeks daily wild blueberry supplementation on symptoms of depression in adolescents. Brit. J. Nutr. 2020;124:181–188. doi: 10.1017/S0007114520000926. [DOI] [PubMed] [Google Scholar]
- 29.Gadad B.S., Jha M.K., Czysz A., Furman J.L., Mayes T.L., Emslie M.P., Trivedi M.H. Peripheral biomarkers of major depression and antidepressant treatment response: Current knowledge and future outlooks. J. Affect. Disorders. 2018;233:3–14. doi: 10.1016/j.jad.2017.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Hirose A., Terauchi M., Akiyoshi M., Owa Y., Kato K., Kubota T. Low-dose isoflavone aglycone alleviates psychological symptoms of menopause in Japanese women: A randomized, double-blind, placebo-controlled study. Arch. Gynecol. Obstet. 2016;293:609–615. doi: 10.1007/s00404-015-3849-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Chang S., Cassidy A., Willett W.C., Rimm E.B., O Reilly E.J., Okereke O.I. Dietary flavonoid intake and risk of incident depression in midlife and older women. Am. J. Clin. Nutr. 2016;104:704–714. doi: 10.3945/ajcn.115.124545. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Bayes J., Schloss J., Sibbritt D. Effects of polyphenols in a mediterranean diet on symptoms of depression: A systematic literature review. Adv. Nutr. 2020;11:602–615. doi: 10.1093/advances/nmz117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Espín J.C., González-Sarrías A., Tomás-Barberán F.A. The gut microbiota: A key factor in the therapeutic effects of (poly)phenols. Biochem. Pharmacol. 2017;139:82–93. doi: 10.1016/j.bcp.2017.04.033. [DOI] [PubMed] [Google Scholar]
- 34.Van Duynhoven J., Vaughan E.E., Jacobs D.M., Kemperman R.A., van Velzen E.J.J., Gross G., Roger L.C., Possemiers S., Smilde A.K., Doré J., et al. Metabolic fate of polyphenols in the human superorganism. Proc. Natl. Acad. Sci. USA. 2011;108:4531–4538. doi: 10.1073/pnas.1000098107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kemperman R.A., Bolca S., Roger L.C., Vaughan E.E. Novel approaches for analysing gut microbes and dietary polyphenols: Challenges and opportunities. Microbiology. 2010;156:3224–3231. doi: 10.1099/mic.0.042127-0. [DOI] [PubMed] [Google Scholar]
- 36.Wang M., Li J., Hu T., Zhao H. Metabolic fate of tea polyphenols and their crosstalk with gut microbiota. Food Sci. Hum. Well. 2022;11:455–466. doi: 10.1016/j.fshw.2021.12.003. [DOI] [Google Scholar]
- 37.Faria A., Fernandes I., Norberto S., Mateus N., Calhau C. Interplay between anthocyanins and gut microbiota. J. Agric. Food Chem. 2014;62:6898–6902. doi: 10.1021/jf501808a. [DOI] [PubMed] [Google Scholar]
- 38.Wang Y., Zhou J., Fu S., Wang C., Zhou B. Preventive effects of protocatechuic acid on LPS-induced inflammatory response in human gingival fibroblasts via activating PPAR-γ. Inflammation. 2015;38:1080–1084. doi: 10.1007/s10753-014-0073-1. [DOI] [PubMed] [Google Scholar]
- 39.Iorga R., Bratu O., Bacalbasa N., Gaman M., Diaconu C. Intestinal microbiota—A possible contributor to cardiovascular diseases? J. Mind Med. Sci. 2020;7:168–172. doi: 10.22543/7674.72.P168172. [DOI] [Google Scholar]
- 40.Selma M.V., González-Sarrías A., Salas-Salvadó J., Andrés-Lacueva C., Alasalvar C., Örem A., Tomás-Barberán F.A., Espín J.C. The gut microbiota metabolism of pomegranate or walnut ellagitannins yields two urolithin-metabotypes that correlate with cardiometabolic risk biomarkers: Comparison between normoweight, overweight-obesity and metabolic syndrome. Clin. Nutr. 2018;37:897–905. doi: 10.1016/j.clnu.2017.03.012. [DOI] [PubMed] [Google Scholar]
- 41.Catalkaya G., Venema K., Lucini L., Rocchetti G., Delmas D., Daglia M., De Filippis A., Xiao H., Quiles J.L., Xiao J., et al. Interaction of dietary polyphenols and gut microbiota: Microbial metabolism of polyphenols, influence on the gut microbiota, and implications on host health. Food Front. 2020;1:109–133. doi: 10.1002/fft2.25. [DOI] [Google Scholar]
- 42.Zhang J., Sun L., Dong Y., Fang Z., Nisar T., Zhao T., Wang Z., Guo Y. Chemical compositions and α-glucosidase inhibitory effects of anthocyanidins from blueberry, blackcurrant and blue honeysuckle fruits. Food Chem. 2019;299:125102. doi: 10.1016/j.foodchem.2019.125102. [DOI] [PubMed] [Google Scholar]
- 43.Oboh G.F.U.O., Akinyemi A.J.F.U., Ademiluyi A.O.F.U., Adefegha S.A.F.U. Inhibitory effects of aqueous extract of two varieties of ginger on some key enzymes linked to type-2 diabetes in vitro. J. Food Nutr. Res. 2010;49:14–20. [Google Scholar]
- 44.Gupta V., Kalra S. Choosing a Gliptin. Indian J. Endocrinol. Metab. 2011;15:298. doi: 10.4103/2230-8210.85583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Bhat S.H., Ullah M.F., Abu-Duhier F.M. Bioactive extract of Artemisia judaica causes in vitro inhibition of dipeptidyl peptidase IV and pancreatic/intestinal enzymes of the carbohydrate absorption cascade: Implication for anti-diabetic new molecular entities (NMEs) Orient Pharm. Exp. Med. 2019;19:71–80. doi: 10.1007/s13596-018-0347-5. [DOI] [Google Scholar]
- 46.Khan N., Mukhtar H. Tea polyphenols in promotion of human health. Nutrients. 2019;11:39. doi: 10.3390/nu11010039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Kan L., Capuano E., Fogliano V., Verkerk R., Mes J.J., Tomassen M.M.M., Oliviero T. Inhibition of α-glucosidases by tea polyphenols in rat intestinal extract and Caco-2 cells grown on Transwell. Food Chem. 2021;361:130047. doi: 10.1016/j.foodchem.2021.130047. [DOI] [PubMed] [Google Scholar]
- 48.Selma M.V., Espín J.C., Tomás-Barberán F.A. Interaction between phenolics and gut microbiota: Role in human health. J. Agric. Food Chem. 2009;57:6485–6501. doi: 10.1021/jf902107d. [DOI] [PubMed] [Google Scholar]
- 49.Gradišar H., Pristovšek P., Plaper A., Jerala R. Green tea catechins inhibit bacterial DNA gyrase by interaction with its ATP binding site. J. Med. Chem. 2007;50:264–271. doi: 10.1021/jm060817o. [DOI] [PubMed] [Google Scholar]
- 50.Takagaki A., Nanjo F. Catabolism of (+)-catechin and (−)-epicatechin by rat intestinal microbiota. J. Agric. Food Chem. 2013;61:4927–4935. doi: 10.1021/jf304431v. [DOI] [PubMed] [Google Scholar]
- 51.Chen T., Yang C.S. Biological fates of tea polyphenols and their interactions with microbiota in the gastrointestinal tract: Implications on health effects. Crit. Rev. Food Sci. 2020;60:2691–2709. doi: 10.1080/10408398.2019.1654430. [DOI] [PubMed] [Google Scholar]
- 52.Henning S.M., Yang J., Hsu M., Lee R., Grojean E.M., Ly A., Tseng C., Heber D., Li Z. Decaffeinated green and black tea polyphenols decrease weight gain and alter microbiome populations and function in diet-induced obese mice. Eur. J. Nutr. 2018;57:2759–2769. doi: 10.1007/s00394-017-1542-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Fraga C.G., Galleano M., Verstraeten S.V., Oteiza P.I. Basic biochemical mechanisms behind the health benefits of polyphenols. Mol. Aspects Med. 2010;31:435–445. doi: 10.1016/j.mam.2010.09.006. [DOI] [PubMed] [Google Scholar]
- 54.Zhou K. Strategies to promote abundance of Akkermansia muciniphila, an emerging probiotics in the gut, evidence from dietary intervention studies. J. Funct. Foods. 2017;33:194–201. doi: 10.1016/j.jff.2017.03.045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Liso M., De Santis S., Scarano A., Verna G., Dicarlo M., Galleggiante V., Campiglia P., Mastronardi M., Lippolis A., Vacca M., et al. A bronze-tomato enriched diet affects the intestinal microbiome under homeostatic and inflammatory conditions. Nutrient. 2018;10:1862. doi: 10.3390/nu10121862. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Cardona F., Andrés-Lacueva C., Tulipani S., Tinahones F.J., Queipo-Ortuño M.I. Benefits of polyphenols on gut microbiota and implications in human health. J. Nutr. Biochem. 2013;24:1415–1422. doi: 10.1016/j.jnutbio.2013.05.001. [DOI] [PubMed] [Google Scholar]
- 57.Hao W., Li X., Zhang P., Chen J. A review of antibiotics, depression, and the gut microbiome. Psychiat. Res. 2020;284:112691. doi: 10.1016/j.psychres.2019.112691. [DOI] [PubMed] [Google Scholar]
- 58.Parkar S.G., Stevenson D.E., Skinner M.A. The potential influence of fruit polyphenols on colonic microflora and human gut health. Int. J. Food Microbiol. 2008;124:295–298. doi: 10.1016/j.ijfoodmicro.2008.03.017. [DOI] [PubMed] [Google Scholar]
- 59.Cheng M., Zhang X., Zhu J., Cheng L., Cao J., Wu Z., Weng P., Zheng X. A metagenomics approach to the intestinal microbiome structure and function in high fat diet-induced obesity mice fed with oolong tea polyphenols. Food Funct. 2018;9:1079–1087. doi: 10.1039/C7FO01570D. [DOI] [PubMed] [Google Scholar]
- 60.Gong X., Li X., Bo A., Shi R., Li Q., Lei L., Zhang L., Li M. The interactions between gut microbiota and bioactive ingredients of traditional Chinese medicines: A review. Pharmacol. Res. 2020;157:104824. doi: 10.1016/j.phrs.2020.104824. [DOI] [PubMed] [Google Scholar]
- 61.Stilling R.M., Dinan T.G., Cryan J.F. Microbial genes, brain & behaviour—Epigenetic regulation of the gut-brain axis. Genes Brain Behav. 2014;13:69–86. doi: 10.1111/gbb.12109. [DOI] [PubMed] [Google Scholar]
- 62.Wang Y., Kasper L.H. The role of microbiome in central nervous system disorders. Brain Behav. Immun. 2014;38:1–12. doi: 10.1016/j.bbi.2013.12.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Liu X., Cao S., Zhang X. Modulation of gut microbiota–brain axis by probiotics, prebiotics, and diet. J. Agric. Food Chem. 2015;63:7885–7895. doi: 10.1021/acs.jafc.5b02404. [DOI] [PubMed] [Google Scholar]
- 64.Huo R., Zeng B., Zeng L., Cheng K., Li B., Luo Y., Wang H., Zhou C., Fang L., Li W., et al. Microbiota modulate anxiety-like behavior and endocrine abnormalities in hypothalamic-pituitary-adrenal axis. Front. Cell. Infect. Microbiol. 2017;7:489. doi: 10.3389/fcimb.2017.00489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Wong M.L., Inserra A., Lewis M.D., Mastronardi C.A., Leong L., Choo J., Kentish S., Xie P., Morrison M., Wesselingh S.L., et al. Inflammasome signaling affects anxiety- and depressive-like behavior and gut microbiome composition. Mol. Psychiatry. 2016;21:797–805. doi: 10.1038/mp.2016.46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Capuron L., Miller A.H. Immune system to brain signaling: Neuropsychopharmacological implications. Pharmacol. Therapeut. 2011;130:226–238. doi: 10.1016/j.pharmthera.2011.01.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Milenkovic V.M., Stanton E.H., Nothdurfter C., Rupprecht R., Wetzel C.H. The role of chemokines in the pathophysiology of major depressive disorder. Int. J. Mol. Sci. 2019;20:2283. doi: 10.3390/ijms20092283. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Bengmark S. Gut microbiota, immune development and function. Pharmacol. Res. 2013;69:87–113. doi: 10.1016/j.phrs.2012.09.002. [DOI] [PubMed] [Google Scholar]
- 69.Dornan D., Shimizu H., Mah A., Dudhela T., Eby M., O’Rourke K., Seshagiri S., Dixit V.M. ATM engages autodegradation of the E3 ubiquitin ligase COP1 after DNA damage. Science. 2006;313:1122–1126. doi: 10.1126/science.1127335. [DOI] [PubMed] [Google Scholar]
- 70.Moulton C.D., Pavlidis P., Norton C., Norton S., Pariante C., Hayee B., Powell N. Depressive symptoms in inflammatory bowel disease: An extraintestinal manifestation of inflammation? Clin. Exp. Immunol. 2019;197:308–318. doi: 10.1111/cei.13276. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Heym N., Heasman B.C., Hunter K., Blanco S.R., Wang G.Y., Siegert R., Cleare A., Gibson G.R., Kumari V., Sumich A.L. The role of microbiota and inflammation in self-judgement and empathy: Implications for understanding the brain-gut-microbiome axis in depression. Psychopharmacology. 2019;236:1459–1470. doi: 10.1007/s00213-019-05230-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Olivier J.D.A., Vinkers C.H., Olivier B. The role of the serotonergic and GABA system in translational approaches in drug discovery for anxiety disorders. Front. Pharmacol. 2013;4:74. doi: 10.3389/fphar.2013.00074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Yunes R.A., Poluektova E.U., Vasileva E.V., Odorskaya M.V., Marsova M.V., Kovalev G.I., Danilenko V.N. A Multi-strain potential probiotic formulation of GABA-producing Lactobacillus plantarum 90sk and Bifidobacterium adolescentis 150 with antidepressant effects. Probiotics Antimicrob. Proteins. 2020;12:973–979. doi: 10.1007/s12602-019-09601-1. [DOI] [PubMed] [Google Scholar]
- 74.Wang H., Quirion R., Little P.J., Cheng Y., Feng Z., Sun H., Xu J., Zheng W. Forkhead box O transcription factors as possible mediators in the development of major depression. Neuropharmacology. 2015;99:527–537. doi: 10.1016/j.neuropharm.2015.08.020. [DOI] [PubMed] [Google Scholar]
- 75.Carabotti M., Scirocco A., Maselli M.A., Severi C. The gut-brain axis: Interactions between enteric microbiota, central and enteric nervous systems. Ann. Gastroenterol. 2015;28:203–209. [PMC free article] [PubMed] [Google Scholar]
- 76.Mayer E.A., Tillisch K., Gupta A. Gut/brain axis and the microbiota. J. Clin. Investig. 2015;125:926–938. doi: 10.1172/JCI76304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Vandeputte D., Falony G., Vieira-Silva S., Tito R.Y., Joossens M., Raes J. Stool consistency is strongly associated with gut microbiota richness and composition, enterotypes and bacterial growth rates. Gut. 2015;65:57–62. doi: 10.1136/gutjnl-2015-309618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Defaye M., Nourrisson C., Baudu E., Lashermes A., Meynier M., Meleine M., Wawrzyniak I., Bonnin V., Barbier J., Chassaing B., et al. Fecal dysbiosis associated with colonic hypersensitivity and behavioral alterations in chronically blastocystis-infected rats. Sci. Rep. 2020;10:9146. doi: 10.1038/s41598-020-66156-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Hillila M.T., Hamalainen J., Heikkinen M.E., Farkkila M.A. Gastrointestinal complaints among subjects with depressive symptoms in the general population. Aliment. Pharm. Ther. 2008;28:648–654. doi: 10.1111/j.1365-2036.2008.03771.x. [DOI] [PubMed] [Google Scholar]
- 80.Borghi E., Vignoli A. Rett syndrome and other neurodevelopmental disorders share common changes in gut microbial community: A descriptive review. Int. J. Mol. Sci. 2019;20:4160. doi: 10.3390/ijms20174160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Jiang H., Ling Z., Zhang Y., Mao H., Ma Z., Yin Y., Wang W., Tang W., Tan Z., Shi J., et al. Altered fecal microbiota composition in patients with major depressive disorder. Brain Behav. Immun. 2015;48:186–194. doi: 10.1016/j.bbi.2015.03.016. [DOI] [PubMed] [Google Scholar]
- 82.Lin P., Ding B., Feng C., Yin S., Zhang T., Qi X., Lv H., Guo X., Dong K., Zhu Y., et al. Prevotella and Klebsiella proportions in fecal microbial communities are potential characteristic parameters for patients with major depressive disorder. J. Affect. Disord. 2017;207:300–304. doi: 10.1016/j.jad.2016.09.051. [DOI] [PubMed] [Google Scholar]
- 83.Hu J., Lin S., Zheng B., Cheung P.C.K. Short-chain fatty acids in control of energy metabolism. Crit. Rev. Food Sci. 2018;58:1243–1249. doi: 10.1080/10408398.2016.1245650. [DOI] [PubMed] [Google Scholar]
- 84.Sizmaz O., Barrett N.W., Lewis J., Yakout H., Persia M.E. Effect of various concentration of butyric acid on growth performance, intestinal lesion scores, and body composition of broilers raised on used litter. J. Appl. Poult. Res. 2022;31:100296. doi: 10.1016/j.japr.2022.100296. [DOI] [Google Scholar]
- 85.Zhang B., Zhang Y., Xing X., Wang S. Health benefits of dietary polyphenols: Insight into interindividual variability in absorption and metabolism. Curr. Opin. Food Sci. 2022;48:100941. doi: 10.1016/j.cofs.2022.100941. [DOI] [Google Scholar]
- 86.Alice C., Eirini D., Estella H., Mark S., Christopher P., Sarah B., Kevin W. Almonds and their impact on gastrointestinal physiology, luminal microbiology and gastrointestinal function: A randomized controlled trial. Curr. Dev. Nutr. 2022;1:1002. [Google Scholar]
- 87.Bangsgaard Bendtsen K.M., Krych L., Sørensen D.B., Pang W., Nielsen D.S., Josefsen K., Hansen L.H., Sørensen S.J., Hansen A.K., Aziz R.K. Gut microbiota composition is correlated to grid floor induced stress and behavior in the BALB/c mouse. PLoS ONE. 2012;7:e46231. doi: 10.1371/journal.pone.0046231. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Zhou Y., Zhang X., Pan L., Zhang W., Chen F., Hu S., Jiang H. Fecal microbiota in pediatric depression and its relation to bowel habits. J. Psychiatr. Res. 2022;150:113–121. doi: 10.1016/j.jpsychires.2022.03.037. [DOI] [PubMed] [Google Scholar]
- 89.Hao F., Tian M., Zhang X., Jin X., Jiang Y., Sun X., Wang Y., Peng P., Liu J., Xia C., et al. Butyrate enhances CPT1A activity to promote fatty acid oxidation and iTreg differentiation. Proc. Natl. Acad. Sci. USA. 2021;118:e2014681118. doi: 10.1073/pnas.2014681118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Rook G.A.W., Lowry C.A. The hygiene hypothesis and psychiatric disorders. Trends Immunol. 2008;29:150–158. doi: 10.1016/j.it.2008.01.002. [DOI] [PubMed] [Google Scholar]
- 91.Tyagi P., Tasleem M., Prakash S., Chouhan G. Intermingling of gut microbiota with brain: Exploring the role of probiotics in battle against depressive disorders. Food Res. Int. 2020;137:109489. doi: 10.1016/j.foodres.2020.109489. [DOI] [PubMed] [Google Scholar]
- 92.Pandey S., Singh A., Chaudhari N., Nampoothiri L.P., Kumar G.N. Protection against 1,2-Di-methylhydrazine-induced systemic oxidative stress and altered brain neurotransmitter status by probiotic Escherichia coli CFR 16 secreting pyrroloquinoline quinone. Curr. Microbiol. 2015;70:690–697. doi: 10.1007/s00284-014-0763-9. [DOI] [PubMed] [Google Scholar]
- 93.Divyashri G., Krishna G., Muralidhara, Prapulla S.G. Probiotic attributes, antioxidant, anti-inflammatory and neuromodulatory effects of Enterococcus faecium CFR 3003: In vitro and in vivo evidence. J. Med. Microbiol. 2015;64:1527. doi: 10.1099/jmm.0.000184. [DOI] [PubMed] [Google Scholar]
- 94.Bagheri S., Heydari A., Alinaghipour A., Salami M. Effect of probiotic supplementation on seizure activity and cognitive performance in PTZ-induced chemical kindling. Epilepsy Behav. 2019;95:43–50. doi: 10.1016/j.yebeh.2019.03.038. [DOI] [PubMed] [Google Scholar]
- 95.Asemi Z., Zare Z., Shakeri H., Sabihi S.S., Esmaillzadeh A. Effect of multispecies probiotic supplements on metabolic profiles, hs-CRP, and oxidative stress in patients with type 2 diabetes. Ann. Nutr. Metab. 2013;63:1–9. doi: 10.1159/000349922. [DOI] [PubMed] [Google Scholar]
- 96.Maes M., Kubera M., Leunis J.C., Berk M., Geffard M., Bosmans E. In depression, bacterial translocation may drive inflammatory responses, oxidative and nitrosative stress (O&NS), and autoimmune responses directed against O&NS-damaged neoepitopes. Acta Psychiat. Scand. 2013;127:344–354. doi: 10.1111/j.1600-0447.2012.01908.x. [DOI] [PubMed] [Google Scholar]
- 97.Fritsch C., Jänsch A., Ehrmann M.A., Toelstede S., Vogel R.F. Characterization of cinnamoyl esterases from different Lactobacilli and Bifidobacteria. Curr. Microbiol. 2017;74:247–256. doi: 10.1007/s00284-016-1182-x. [DOI] [PubMed] [Google Scholar]
- 98.Dominik S., Anna J. Biotransformation of ferulic acid by Lactobacillus acidophilus KI and selected Bifidobacterium strains. Acta Sci. Pol. Technol. Aliment. 2010;9:45–59. [Google Scholar]
- 99.Tian P., Wang G., Zhao J., Zhang H., Chen W. Bifidobacterium with the role of 5-hydroxytryptophan synthesis regulation alleviates the symptom of depression and related microbiota dysbiosis. J. Nutr. Biochem. 2019;66:43–51. doi: 10.1016/j.jnutbio.2019.01.007. [DOI] [PubMed] [Google Scholar]
- 100.Jacobsen J.P., Rudder M.L., Roberts W., Royer E.L., Robinson T.J., Oh A., Spasojevic I., Sachs B.D., Caron M.G. SSRI Augmentation by 5-hydroxytryptophan slow release: Mouse pharmacodynamic proof of concept. Neuropsychopharmacology. 2016;41:2324–2334. doi: 10.1038/npp.2016.35. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Pal B. Involvement of extrasynaptic glutamate in physiological and pathophysiological changes of neuronal excitability. Cell. Mol. Life Sci. 2018;75:2917–2949. doi: 10.1007/s00018-018-2837-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Cervenka I., Agudelo L.Z., Ruas J.L. Kynurenines: Tryptophan’s metabolites in exercise, inflammation, and mental health. Science. 2017;357:369. doi: 10.1126/science.aaf9794. [DOI] [PubMed] [Google Scholar]
- 103.Gualdoni G.A., Fuchs D., Zlabinger G.J., Gostner J.M. Resveratrol intake enhances indoleamine-2,3-dioxygenase activity in humans. Pharmacol. Rep. 2016;68:1065–1068. doi: 10.1016/j.pharep.2016.06.008. [DOI] [PubMed] [Google Scholar]
- 104.Gostner J.M., Becker K., Croft K.D., Woodman R.J., Puddey I.B., Fuchs D., Hodgson J.M. Regular consumption of black tea increases circulating kynurenine concentrations: A randomized controlled trial. BBA Clin. 2015;3:31–35. doi: 10.1016/j.bbacli.2014.11.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Kelly J.R., Borre Y., O’ Brien C., Patterson E., El Aidy S., Deane J., Kennedy P.J., Beers S., Scott K., Moloney G., et al. Transferring the blues: Depression-associated gut microbiota induces neurobehavioural changes in the rat. J. Psychiatr. Res. 2016;82:109–118. doi: 10.1016/j.jpsychires.2016.07.019. [DOI] [PubMed] [Google Scholar]
- 106.Serra D., Almeida L.M., Dinis T.C.P. The impact of chronic intestinal inflammation on brain disorders: The microbiota-gut-brain axis. Mol. Neurobiol. 2019;56:6941–6951. doi: 10.1007/s12035-019-1572-8. [DOI] [PubMed] [Google Scholar]
- 107.Foong A., Grindrod K.A., Patel T., Kellar J. Demystifying serotonin syndrome (or serotonin toxicity) Can. Fam. Physician. 2018;64:720–727. [PMC free article] [PubMed] [Google Scholar]
- 108.O’Mahony S.M., Clarke G., Borre Y.E., Dinan T.G., Cryan J.F. Serotonin, tryptophan metabolism and the brain-gut-microbiome axis. Behav. Brain Res. 2015;277:32–48. doi: 10.1016/j.bbr.2014.07.027. [DOI] [PubMed] [Google Scholar]
- 109.Zhang Y., Liu L., Liu Y.Z., Shen X.L., Wu T.Y., Zhang T., Wang W., Wang Y.X., Jiang C.L. NLRP3 inflammasome mediates chronic mild stress-induced depression in mice via neuroinflammation. Int. J. Neuropsychoph. 2015;18:6. doi: 10.1093/ijnp/pyv006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.Yirmiya R., Rimmerman N., Reshef R. Depression as a microglial disease. Trends Neurosci. 2015;38:637–658. doi: 10.1016/j.tins.2015.08.001. [DOI] [PubMed] [Google Scholar]
- 111.Wang J., Hodes G.E., Zhang H., Zhang S., Zhao W., Golden S.A., Bi W., Menard C., Kana V., Leboeuf M., et al. Epigenetic modulation of inflammation and synaptic plasticity promotes resilience against stress in mice. Nat. Commun. 2018;9:14. doi: 10.1038/s41467-017-02794-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Erny D., de Angelis A.L.H., Jaitin D., Wieghofer P., Staszewski O., David E., Keren-Shaul H., Mahlakoiv T., Jakobshagen K., Buch T., et al. Host microbiota constantly control maturation and function of microglia in the CNS. Nat. Neurosci. 2015;18:965–977. doi: 10.1038/nn.4030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113.Orabi M.A.A., Orabi E.A., Taniguchi S., Sakagami H., Yoshimura M., Amakura Y., Hatano T. Structures, NMR spectroscopic features, and cytotoxic properties of oligomeric hellinoyl (m-GO-m-GOG)-type ellagitannins from the galls of tamarix aphylla. J. Nat. Prod. 2019;82:2682–2695. doi: 10.1021/acs.jnatprod.9b00073. [DOI] [PubMed] [Google Scholar]
- 114.Espín J.C., Larrosa M., García-Conesa M.T., Tomás-Barberán F. Biological significance of urolithins, the gut microbial ellagic acid-derived metabolites: The evidence so far. Evid. Based Complement Alternat. Med. 2013;2013:270418. doi: 10.1155/2013/270418. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Yuan T., Ma H., Liu W., Niesen D.B., Shah N., Crews R., Rose K.N., Vattem D.A., Seeram N.P. Pomegranate’s neuroprotective effects against Alzheimer’s disease are mediated by urolithins, its ellagitannin-gut microbial derived metabolites. ACS Chem. Neurosci. 2016;7:26–33. doi: 10.1021/acschemneuro.5b00260. [DOI] [PubMed] [Google Scholar]
- 116.Kim S., Seong K., Kim W., Jung J. Epigallocatechin gallate protects against hypoxia-induced inflammation in microglia via NF-κB suppression and Nrf-2/HO-1 activation. Int. J. Mol. Sci. 2022;23:4004. doi: 10.3390/ijms23074004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Inserra A., Rogers G.B., Licinio J., Wong M. The microbiota-inflammasome hypothesis of major depression. Bioessays. 2018;40:1800027. doi: 10.1002/bies.201800027. [DOI] [PubMed] [Google Scholar]
- 118.Kumar P., Sharma R., Garg N. Withania somnifera—A magic plant targeting multiple pathways in cancer related inflammation. Phytomedicine. 2022;101:154137. doi: 10.1016/j.phymed.2022.154137. [DOI] [PubMed] [Google Scholar]
- 119.Picca A., Lezza A.M.S., Leeuwenburgh C., Pesce V., Calvani R., Landi F., Bernabei R., Marzetti E. Fueling inflamm-aging through mitochondrial dysfunction: Mechanisms and molecular targets. Int. J. Mol. Sci. 2017;18:933. doi: 10.3390/ijms18050933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Kim S., Kim Y.G., Kim D., Park S.H., Jeong K., Lee Y.H., Lim S.J., Lee S., Moon J. Inflammasome-independent role of NLRP3 mediates mitochondrial regulation in renal injury. Front Immunol. 2018;9:2563. doi: 10.3389/fimmu.2018.02563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Shao B., Xu Z., Han B., Su D., Liu C. NLRP3 inflammasome and its inhibitors: A review. Front Pharmacol. 2015;6:378. doi: 10.3389/fphar.2015.00262. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Mangan M., Olhava E.J., Roush W.R., Martin S.H., Glick G.D., Eicke L. Targeting the NLRP3 inflammasome in inflammatory diseases. Nat. Rev. Drug Discov. 2018;17:588–606. doi: 10.1038/nrd.2018.97. [DOI] [PubMed] [Google Scholar]
- 123.Quagliariello V., De Laurentiis M., Cocco S., Rea G., Bonelli A., Caronna A., Lombari M.C., Conforti G., Berretta M., Botti G., et al. NLRP3 as putative marker of ipilimumab-induced cardiotoxicity in the presence of hyperglycemia in estrogen-responsive and triple-negative breast cancer cells. Int. J. Mol. Sci. 2020;21:7802. doi: 10.3390/ijms21207802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Shao X., Sun S., Zhou Y., Wang H., Yu Y., Hu T., Yao Y., Zhou C. Bacteroides fragilis restricts colitis-associated cancer via negative regulation of the NLRP3 axis. Cancer Lett. 2021;523:170–181. doi: 10.1016/j.canlet.2021.10.002. [DOI] [PubMed] [Google Scholar]
- 125.Zhang Z., He W., Deng S., Xu S., Zeng X., Qian Z., Chen Z., Wang S., Tang D. Trilobatin alleviates non-alcoholic fatty liver disease in high-fat diet plus streptozotocin-induced diabetic mice by suppressing NLRP3 inflammasome activation. Eur. J. Pharmacol. 2022;933:175291. doi: 10.1016/j.ejphar.2022.175291. [DOI] [PubMed] [Google Scholar]
- 126.Brodsky I.E., Monack D. NLR-mediated control of inflammasome assembly in the host response against bacterial pathogens. Semin. Immunol. 2009;21:199–207. doi: 10.1016/j.smim.2009.05.007. [DOI] [PubMed] [Google Scholar]
- 127.Storek K.M., Monack D.M. Bacterial recognition pathways that lead to inflammasome activation. Immunol. Rev. 2015;265:112–129. doi: 10.1111/imr.12289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Li Y., Song W., Tong Y., Zhang X., Zhao J., Gao X., Yong J., Wang H. Isoliquiritin ameliorates depression by suppressing NLRP3-mediated pyroptosis via miRNA-27a/SYK/NF-κB axis. J. Neuroinflamm. 2021;18:1. doi: 10.1186/s12974-020-02040-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.Xu Y., Sheng H., Bao Q., Wang Y., Lu J., Ni X. NLRP3 inflammasome activation mediates estrogen deficiency-induced depression- and anxiety-like behavior and hippocampal inflammation in mice. Brain Behav. Immunity. 2016;10:175–186. doi: 10.1016/j.bbi.2016.02.022. [DOI] [PubMed] [Google Scholar]
- 130.Seo S., Kamada N., Muñoz-Planillo R., Kim Y., Kim D., Koizumi Y., Hasegawa M., Himpsl S.D., Browne H.P., Lawley T.D., et al. Distinct commensals induce interleukin-1β via NLRP3 inflammasome in inflammatory monocytes to promote intestinal inflammation in response to injury. Immunity. 2015;42:744–755. doi: 10.1016/j.immuni.2015.03.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Qi S., Huang H., Huang J., Wang Q., Wei Q. Lychee (Litchi chinensis Sonn.) seed water extract as potential antioxidant and anti-obese natural additive in meat products. Food Control. 2015;50:195–201. doi: 10.1016/j.foodcont.2014.08.047. [DOI] [Google Scholar]
- 132.Zhao Y., Wang X., Liang F., Zhang W., Song X. Hyalinizing clear cell carcinoma of salivary glands: A retrospective study focused on uncommon morphology, immunohistochemistry, and detection of gene fusion using fluorescence in situ hybridization. Pathol. Res. Pract. 2018;214:380–384. doi: 10.1016/j.prp.2017.12.021. [DOI] [PubMed] [Google Scholar]
- 133.Qiu W., Pan R., Tang Y., Zhou X., Wu J., Yu L., Law B.Y., Ai W., Yu C., Qin D., et al. Lychee seed polyphenol inhibits Aβ-induced activation of NLRP3 inflammasome via the LRP1/AMPK mediated autophagy induction. Biomed. Pharmacother. 2020;130:110575. doi: 10.1016/j.biopha.2020.110575. [DOI] [PubMed] [Google Scholar]
- 134.Domiciano T.P., Wakita D., Jones H.D., Crother T.R., Verri W.A., Arditi M., Shimada K. Quercetin inhibits inflammasome activation by interfering with ASC oligomerization and prevents interleukin-1 mediated mouse vasculitis. Sci. Rep. 2017;7:41539. doi: 10.1038/srep41539. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 135.Zhao G., Yu H., Hu Y., Wu X., Wang Y., Zhang X., Fu J., Xue Z., Zhang J., Chen X. Targeting HO-1 by epigallocatechin-3-gallate reduces contrast-induced renal injury via anti-oxidative stress and anti-inflammation pathways. PLoS ONE. 2015;11:e149032. doi: 10.1371/journal.pone.0149032. [DOI] [PMC free article] [PubMed] [Google Scholar]