Uremia-Induced Gut Barrier Defect in Five-sixths Nephrectomized Mice Is Worsened By Candida Administration Through A Synergy Of Uremic Toxin, Lipopolysaccharide, And (1→3)-β-D-Glucan, But Is Attenuated By Lacticaseibacillus Rhamnosus L34

May 18, 2023

Abstract

Chronic kidney disease (CKD) causes uremic toxin accumulation and gut dysbiosis, which further induces gut leakage and worsening CKD. Lipopolysaccharides (LPS) of Gram-negative bacteria and (1→3)-β-D-glucan (BG) of fungi are the two most abundant gut microbial molecules. Due to limited data on the impact of intestinal fungi in CKD mouse models, the influences of gut fungi and Lacticaseibacillus rhamnosus L34 (L34) on CKD was investigated using oral C. albicans-administered 5/6 nephrectomy (5/6Nx) mice. At 16 weeks post-5/6Nx, Candida-5/6Nx mice demonstrated an increase in proteinuria, serum BG, serum cytokines (tumor necrotic factor-α; TNF-α and interleukin-6), alanine transaminase (ALT), and level of fecal dysbiosis (Proteobacteria on fecal microbiome) when compared to non-Candida-5/6Nx. However, serum creatinine, renal fibrosis, or gut barrier defect (FITC-dextran assay and endotoxemia) remained comparable between Candida- versus non-Candida-5/6Nx. The probiotics L34 attenuated several parameters in Candida-5/6Nx mice, including fecal dysbiosis (Proteobacteria and Bacteroides), gut leakage (fluorescein isothiocyanate (FITC)-dextran), gut-derived uremic toxin (trimethylamine-N-oxide; TMAO) and indoxyl sulfate; IS), cytokines, and ALT. In vitro, IS combined with LPS with or without BG enhanced the injury on Caco-2 enterocytes (transepithelial electrical resistance and FITC-dextran permeability) and bone marrow-derived macrophages (supernatant cytokines (TNF-α and interleukin-1 β; IL-1β) and inflammatory genes (TNF-α, IL-1β, aryl hydrocarbon receptor, and nuclear factor-κB)), compared with non-IS activation. The probiotics condition media attenuated these injuries. In conclusion, Candida administration worsens kidney damage in 5/6Nx mice through systemic inflammation, partly from gut dysbiosis-induced uremic toxins, which were attenuated by the probiotics. The additive effects on cell injury from uremic poison (IS) and microbial molecules (LPS and BG) on enterocytes and macrophages might be an important underlying mechanism.

Keywords

Lacticaseibacillus rhamnosus; Candida; gut-derived uremic toxins; gut leakage; 5/6 nephrectomy mice; chronic kidney disease.

Cistanche benefits

Click here to know the effects of Cistanche

Introduction

Chronic kidney disease (CKD) has been recognized as an extensive worldwide burden for decades [1], causing an accumulation of various metabolic chemicals known as “uremic toxins”. Such toxins mainly derived from food components or metabolic activities in the body can contribute to various complications, such as cardiovascular diseases, pulmonary problems, and CKD progression [2]. Some circulating uremic toxins are formed in the GI tract, known as gut-derived uremic toxins [3], including trimethylamine-N-oxide (TMAO), indoxyl sulfate, p-cresol sulfate, hippuric acid, and phenylacetic acid [4]. Because of the defect of toxin elimination through kidneys in advanced CKD, the accumulated toxins are compensatorily excreted into the intestinal tract and selectively promote the overgrowth of pathogenic intestinal bacteria, so-called gut dysbiosis [5]. Dysbiosis enhances the production of gut-derived uremic toxins. The toxins (gut and non-gut derivatives) can impair intestinal epithelial tight junctions, which lead to the translocation of microbial molecules from the gut into blood circulation, so-called gut leakage or gut translocation [6]. Although the intestine is a source of gut-derived uremic toxins, the toxins distribute throughout the body (including the intestine) induce damage to several cells, including enterocytes and renal tubules [7–9]. The vicious cycle in that CKD causes uremic toxin accumulation and gut dysbiosis, which further induces gut leakage and worsens CKD, is referred to as the gut–kidney axis [10]. Gut translocation of microbial molecules and uremic toxins facilitates the inflammatory reaction and accelerates CKD progression [11].

Among microbial molecules in the gut, lipopolysaccharide (LPS) of Gram-negative bacteria and (1→3)-β-D-glucan (BG) of fungi are the two most abundant molecules in the gut [10]. However, the impact of intestinal fungi in mouse models is underappreciated, as Candida albicans are less abundant in the mouse gut than in the human intestine [12]. The amount of Candida spp. in mouse feces is insufficient to be detectable in stool culture [12], which differs from that of human feces [13]. Although gut fungi do not directly cause illness, they affect the gut microbiota and supply BG in the gut [14], contributing to the worsening of systemic inflammation following gut barrier defect (gut leakage). Candida administration in bilateral nephrectomy (acute kidney injury) mice induces more severe gut leakage and inflammatory responses [11]. However, there are still very few investigations on the impact of gut fungi on uremic disorders, and a CKD model with C. albicans presentation has never been explored. Because gut microbiota plays a major role in regulating the production of gut-derived uremic toxins and the toxins as well as endotoxemia worsen CKD progression [15,16], the use of probiotics might prevent gut dysbiosis, reduce the poison, and delay CKD progression [17–19]. Lacticaseibacillus rhamnosus L34 (L34), a strain of intestinal flora isolated from the Asian population [20], improves gut permeability integrity in several animal models of acute illnesses [21]. Due to (i) the worsening renal fibrosis and CKD progression by systemic inflammation [22], (ii) systemic inflammation-induced gut leakage in acute uremia model [11], and (iii) the anti-inflammatory properties of probiotics [21,23,24], L34 administration might also help delay the CKD progression in the Candida-administered CKD mice.

Here, we explored the impact of C. albicans and L34 on renal histopathology, CKD progression, inflammatory markers, and gut leakage in the Candida-administered 5/6 nephrectomy (5/6Nx) mouse model. To understand the pathophysiologic effects of fungi on CKD, BG (the main fungal cell wall component) was used in vitro with LPS (a major component of Gram-negative bacterial cell wall) and indoxyl sulfate (a representative gut-derived uremic toxin) on enterocytes (Caco-2 cells) and macrophages (bone marrow-derived cells).

Cistanche benefits

the benefits of Cistanche

Discussion

1. Gut Candida Altered Chronic Kidney Disease (CKD) in 5/6Nx Mice through Gut Dysbiosis, Intestinal Barrier Defect, and Systemic Inflammation

C. albicans in mouse feces is detectable only by PCR [52], not by culture [12], which differs from human conditions [13], Candida was orally administered in 5/6Nx mice to examine the impact of gut fungi in CKD. Candida-5/6Nx mice had more severe gut leakage (FITC-dextran at 8 weeks post-surgery) with higher serum BG (glycemia) that possibly worsened proteinuria and liver damage (alanine transaminase (ALT)), and increased serum cytokines compared to 5/6Nx mice. Although Candida did not alter CKD severity determined by serum creatinine and kidney fibrosis, higher serum BG in Candida-5/6Nx mice enhanced responses against endotoxemia [7,53] that induced proteinuria and high ALT [26,27]. Although fungi were nondetectable in the feces of non-Candida 5/6Nx mice (data not shown), the detectable serum BG in these mice supported the role of BG from mouse chow in gut contents [54]. While Candida gavage in acute kidney injury (AKI) enhances gut leakage-induced inflammation and mortality [11], systemic inflammation from gut-Candida in CKD is not severe enough to increase the mortality partly due to the different compensation in acute versus chronic uremia [55]. The impact of acute uremia on enterocytes might be more potent than chronic uremia with a better adaptation to the cell micro-environments [55].

Uremia-induced gut dysbiosis is a result of an increase in intestinal excretion of the accumulated uremic toxins that promote the growth of gut pathogenic bacteria, increase gut-derived uremic toxins, and enhance systemic inflammation. These effects exert injury on renal vascular endothelium [56,57] and parenchymal cells [58,59] that causes a vicious cycle of uremic toxins induced gut dysbiosis, and the dysbiosis further enhanced CKD progression through the higher toxin accumulation. Then, this vicious cycle is possibly facilitated by gut fungi due to the enhanced serum BG with the presence of Candida in the gut. Interestingly, spontaneous glycemia and endotoxemia (without systemic infection) in patients with CKD support the CKD-induced gut barrier defect [60] that might be correlated with gut dysbiosis. Indeed, gut fungi in 5/6Nx mice facilitated pathogenic Proteobacteria without alteration on Bacteroides and Firmicutes compared with non-Candida 5/6Nx. The gavage of Candida (live or heat-killed) in other mouse models facilitates fecal pathogenic bacteria [30,31,61], perhaps due to the BG fermentation properties of some bacteria [62]. Here, Candida also enhanced the growth of Helicobacter spp. and Allobaculum spp. which might be associated with uremic gastritis and mucus degradation [32,33]. Therefore, further exploration of gut fungi in CKD is interesting.

Cistanche benefits

Cistanche supplements and Cistanche pills

2. Lacticaseibacillus rhamnosus L34 (L34) Attenuated Candida-Administered 5/6Nx Mice through the Anti-Inflammatory Effect on Enterocytes and Macrophages

The attenuation of uremic enteropathy (gut dysbiosis and gut leakage) and gut-derived uremic toxins by L34 has been demonstrated [11]. However, the effect of L34 on the CKD model with Candida administration has never been explored. Despite a more profound inflammation in Candida-5/6Nx than non-Candida 5/6Nx, L34 attenuated disease severity in these mice, as indicated by renal injury (improve renal fibrosis and proteinuria, but not serum creatinine), gut barrier defect (FITC-dextran, but not LPS and BG), gut-derived uremic toxins (TMAO and IS), systemic inflammation (serum cytokines), and liver damage (ALT). Notably, serum creatinine has a limitation as a CKD biomarker [63] and has a higher molecular weight (MW) than 4.4 kDa of FITC-dextran. The MW of pathogen molecules (LPS and BG) [10] also varies. Therefore, after probiotic treatment, serum creatinine, LPS, and BG might be unchanged. In parallel, L34 improved gut dysbiosis as demonstrated by a reduction of the possible pathogenic bacteria (Bacteroides, Proteobacteria, and Helicobacter spp.) [11,32] with an increase in Clostridium spp. (the possible beneficial Fermenters) [64]. However, L34 increased Cyanobacteria (toxin-producing bacteria) [41] and Allobaculum spp. (bacteria with both advantageous and disadvantageous properties [32,33]). Although L34 did not alter Firmicutes (the highly abundant bacteria in healthy conditions) in the microbiome analysis, LEfSe indicated several bacteria in the Firmicutes group in L34-treated mice. As gut dysbiosis [5], gut leakage [6,7], gut-derived uremic toxins [6,65], and inflammatory cytokines are enhanced in advanced CKD, attenuation of these mechanisms might retard the CKD progression [11]. Our findings support such effects of probiotics on the retardation of CKD progression.

In addition, the impact of indoxyl sulfate (IS), a representative gut-derived uremic toxin, on enterocytes and macrophages was evaluated in vitro using the extract of L34 in culture media. Indoxyl sulfate is a water-soluble form of indoxyl, a molecule converted from tryptophan amino acid by gut bacteria in the luminal side of the intestines [47] and is metabolized into IS by the liver and contacts the basolateral part of the enterocytes through blood circulation [9]. IS promotes the production of reactive oxygen species that directly induce cell damage and cell death in several organs [66,67]. Despite the resistance of Caco-2 against IS (reduced cell viability at 10 mM of IS), IS a low concentration of 0.5–1 mM could induce intestinal cell death [9] and enterocyte permeability (TEER and FITC-dextran assay) when combined with LPS or BG. These results imply an impact of IS on enterocytes during CKD-induced uremic intestine [68]. In parallel, macrophages were more susceptible to IS as the cell viability was reduced in IS at 2 mM, but the combination of IS with LPS or BG did not decrease the IS concentration. Without IS, BG alone did not induce macrophage responses, and BG with LPS demonstrated the tendency of the additive proinflammatory effect but was not different from LPS activation alone. With IS, the additive proinflammatory effect was increased as IS + LPS + BG induced a higher level of inflammatory cytokines than IS + LPS. The additive effect is possibly due to the similar downstream signaling through the NFκB transcription factor of TLR-4 and Dectin-1, the pattern recognition receptors of LPS and BG, respectively, and aryl hydrocarbon receptor (the cytosolic receptor of IS) [69] as demonstrated in the working hypothesis figure (Figure 8). Despite the profound inflammation from combined IS with LPS and BG, LCM attenuated both enterocyte permeability defect and macrophage inflammation. These findings support the benefits of probiotics on CKD [70], possibly through anti-inflammatory exopolysaccharides [71]. Although the MW of IS, at 0.23 kDa, is small enough to pass through the normal intestinal tight junction (MW lower than 0.6 kDa) [10,72], several probiotics decrease serum IS [73,74], implying a decrease in bacteria with IS production property during advanced CKD. Probiotic tests on other CKD models might be interesting because of the possible difference in the interference of gut dysbiosis and inflammatory responses in individual CKD models. For example, gut dysbiosis might be more prominent in the oral adenine-induced CKD model due to its direct effect on intestinal microbiota with inflammasome-related inflammatory mechanisms (crystal-mediated inflammation) [75–78]. With gut dysbiosis attenuation and the anti-inflammatory properties of the probiotics, further exploration in other CKD models and clinical studies for a potential application in CKD are warranted.

Cistanche benefits

Standardized Cistanche

Conclusions

Candida administration enhanced leaky gut and inflammatory responses in 5/6Nx CKD mice through the additive inflammatory activation of IS with LPS and BG. L. rhamnosus L34 attenuated the severity of Candida-5/6Nx mice, partly through the improved enterocyte integrity and the induced anti-inflammatory macrophages. Some probiotics would be an important adjuvant therapy in patients with CKD shortly.


References

1. GBD Chronic Kidney Disease Collaboration. Global, regional, and national burden of chronic kidney disease, 1990–2017: A systematic analysis for the Global Burden of Disease Study 2017. Lancet 2020, 395, 709–733.

2. Tang, W.H.; Wang, Z.; Levison, B.S.; Koeth, R.A.; Britt, E.B.; Fu, X.; Wu, Y.; Hazen, S.L. Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk. N. Engl. J. Med. 2013, 368, 1575–1584.

3. Aronov, P.A.; Luo, F.J.; Plummer, N.S.; Quan, Z.; Holmes, S.; Hostetter, T.H.; Meyer, T.W. Colonic contribution to uremic solutes. J. Am. Soc. Nephrol. 2011, 22, 1769–1776.

4. Graboski, A.L.; Redinbo, M.R. Gut-Derived Protein-Bound Uremic Toxins. Toxins 2020, 12, 590.

5. Vaziri, N.D.; Wong, J.; Pahl, M.; Piceno, Y.M.; Yuan, J.; DeSantis, T.Z.; Ni, Z.; Nguyen, T.H.; Andersen, G.L. Chronic kidney disease alters intestinal microbial flora. Kidney Int. 2013, 83, 308–315.

6. Meijers, B.; Farre, R.; Dejongh, S.; Vicario, M.; Evenepoel, P. Intestinal Barrier Function in Chronic Kidney Disease. Toxins 2018, 10, 298.

7. McIntyre, C.W.; Harrison, L.E.; Eldehni, M.T.; Jefferies, H.J.; Szeto, C.C.; John, S.G.; Sigrist, M.K.; Burton, J.O.; Hothi, D.; Korsheed, S.; et al. Circulating endotoxemia: A novel factor in systemic inflammation and cardiovascular disease in chronic kidney disease. Clin. J. Am. Soc. Nephrol. 2011, 6, 133–141.

8. Ellis, R.J.; Small, D.M.; Ng, K.L.; Vesey, D.A.; Vitetta, L.; Francis, R.S.; Gobe, G.C.; Morais, C. Indoxyl Sulfate Induces Apoptosis and Hypertrophy in Human Kidney Proximal Tubular Cells. Toxicol. Pathol. 2018, 46, 449–459.

9. Huang, Y.; Zhou, J.; Wang, S.; Xiong, J.; Chen, Y.; Liu, Y.; Xiao, T.; Li, Y.; He, T.; Li, Y.; et al. Indoxyl sulfate induces intestinal barrier injury through IRF1-DRP1 axis-mediated mitophagy impairment. Theranostics 2020, 10, 7384–7400.

10. Amornphimoltham, P.; Yuen, P.S.T.; Star, R.A.; Leelahavanichkul, A. Gut Leakage of Fungal-Derived Inflammatory Mediators: Part of a Gut-Liver-Kidney Axis in Bacterial Sepsis. Dig. Dis. Sci. 2019, 64, 2416–2428.

11. Panpetch, W.; Kullapanich, C.; Dang, C.P.; Visitchanakun, P.; Saisorn, W.; Wongphoom, J.; Wannigama, D.L.; Thim-Uam, A.; Patarakul, K.; Somboonna, N.; et al. Candida Administration Worsens Uremia-Induced Gut Leakage in Bilateral Nephrectomy Mice, an Impact of Gut Fungi and Organismal Molecules in Uremia. mSystems 2021, 6, e01187-20.

12. Koh, A.Y. Murine models of Candida gastrointestinal colonization and dissemination. Eukaryot. Cell 2013, 12, 1416–1422.

13. Borges, F.M.; de Paula, T.O.; Sarmiento, M.R.A.; de Oliveira, M.G.; Pereira, M.L.M.; Toledo, I.V.; Nascimento, T.C.; Ferreira-Machado, A.B.; Silva, V.L.; Diniz, C.G. Fungal Diversity of Human Gut Microbiota among Eutrophic, Overweight, and Obese Individuals Based on Aerobic Culture-Dependent Approach. Curr. Microbiol. 2018, 75, 726–735.

14. Iliev, I.D.; Leonardi, I. Fungal dysbiosis: Immunity and interactions at mucosal barriers. Nat. Rev. Immunol. 2017, 17, 635–646.

15. Vanholder, R.; Schepers, E.; Pletinck, A.; Nagler, E.V.; Glorieux, G. The uremic toxicity of indoxyl sulfate and p-cresyl sulfate: A systematic review. J. Am. Soc. Nephrol. 2014, 25, 1897–1907.

16. Wu, I.W.; Hsu, K.H.; Lee, C.C.; Sun, C.Y.; Hsu, H.J.; Tsai, C.J.; Tzen, C.Y.; Wang, Y.C.; Lin, C.Y.; Wu, M.S. p-Cresyl sulfate and indoxyl sulfate predict progression of chronic kidney disease. Nephrol. Dial. Transplant. 2011, 26, 938–947.

17. Rossi, M.; Johnson, D.W.; Morrison, M.; Pascoe, E.M.; Coombes, J.S.; Forbes, J.M.; Szeto, C.C.; McWhinney, B.C.; Ungerer, J.P.; Campbell, K.L. Synbiotics Easing Renal Failure by Improving Gut Microbiology (SYNERGY): A Randomized Trial. Clin. J. Am. Soc. Nephrol. 2016, 11, 223–231.

18. Guida, B.; Germano, R.; Trio, R.; Russo, D.; Memoli, B.; Grumetto, L.; Barbato, F.; Cataldi, M. Effect of short-term synbiotic treatment on plasma p-cresol levels in patients with chronic renal failure: A randomized clinical trial. Nutr. Metab. Cardiovasc. Dis. 2014, 24, 1043–1049.

19. Pavan, M. Influence of prebiotic and probiotic supplementation on the progression of chronic kidney disease. Minerva Urol. Nefrol. 2016, 68, 222–226.

20. Boonma, P.; Spinler, J.K.; Qin, X.; Jittaprasatsin, C.; Muzny, D.M.; Doddapaneni, H.; Gibbs, R.; Petrosino, J.; Tumwasorn, S.; Versalovic, J. Draft genome sequences and description of Lactobacillus rhamnosus strains L31, L34, and L35. Stand. Genom. Sci. 2014, 9, 744–754.

21. Panpetch, W.; Chancharoenthana, W.; Bootdee, K.; Nilgate, S.; Finkelman, M.; Tumwasorn, S.; Leelahavanichkul, A. Lactobacillus rhamnosus L34 Attenuates Gut Translocation-Induced Bacterial Sepsis in Murine Models of Leaky Gut. Infect. Immun. 2018, 86, e00700-17.

22. Chancharoenthana, W.; Leelahavanichkul, A.; Taratummarat, S.; Wongphom, J.; Tiranathanagul, K.; Eiam-Ong, S. Cilostazol attenuates intimal hyperplasia in a mouse model of chronic kidney disease. PLoS ONE 2017, 12, e0187872.

23. Panpetch, W.; Sawaswong, V.; Chanchaem, P.; Ondee, T.; Dang, C.P.; Payungporn, S.; Tumwasorn, S.; Leelahavanichkul, A. Corrigendum: Candida Administration Worsens Cecal Ligation and Puncture-Induced Sepsis in Obese Mice through Gut Dysbiosis Enhanced Systemic Inflammation, Impact of Pathogen-Associated Molecules from Gut Translocation and Saturated Fatty Acid. Front. Immunol. 2020, 11, 613095.

24. Panpetch, W.; Somboonna, N.; Palasuk, M.; Heinrich, P.; Finkelman, M.; Tumwasorn, S.; Leelahavanichkul, A. Oral Candida administration in a Clostridium difficile mouse model worsens disease severity but is attenuated by Bifidobacterium. PLoS ONE 2019, 14, e0210798.

25. Leelahavanichkul, A.; Yan, Q.; Hu, X.; Eisner, C.; Huang, Y.; Chen, R.; Mizel, D.; Zhou, H.; Wright, E.C.; Kopp, J.B.; et al. Angiotensin II overcomes strain-dependent resistance of rapid CKD progression in a new remnant kidney mouse model. Kidney Int. 2010, 78, 1136–1153.

26. Effenberger, M.; Grander, C.; Grabherr, F.; Griesmacher, A.; Ploner, T.; Hartig, F.; Bellmann-Weiler, R.; Joannidis, M.; Zoller, H.; Weiss, G.; et al. Systemic inflammation as fuel for acute liver injury in COVID-19. Dig. Liver Dis. 2021, 53, 158–165.

27. Trimarchi, H.; Muryan, A.; Dicugno, M.; Young, P.; Forrester, M.; Lombi, F.; Pomeranz, V.; Iriarte, R.; Rana, M.S.; Alonso, M. Proteinuria: An ignored marker of inflammation and cardiovascular disease in chronic hemodialysis. Int. J. Nephrol. Renovasc. Dis. 2012, 5, 1–7.

28. Issara-Amphorn, J.; Dang, C.P.; Saisorn, W.; Limbutara, K.; Leelahavanichkul, A. Candida Administration in Bilateral Nephrectomy Mice Elevates Serum (1→3)-beta-D-glucan That Enhances Systemic Inflammation Through Energy Augmentation in Macrophages. Int. J. Mol. Sci. 2021, 22, 5031.

29. Panpetch, W.; Hiengrach, P.; Nilgate, S.; Tumwasorn, S.; Somboonna, N.; Wilantho, A.; Chatthanathon, P.; Prueksapanich, P.; Leelahavanichkul, A. Additional Candida albicans administration enhances the severity of dextran sulfate solution induced colitis mouse model through leaky gut-enhanced systemic inflammation and gut-dysbiosis but attenuated by Lactobacillus rhamnosus L34. Gut Microbes 2020, 11, 465–480.

30. Hiengrach, P.; Panpetch, W.; Worasilchai, N.; Chindamporn, A.; Tumwasorn, S.; Jaroonwitchawan, T.; Wilantho, A.; Chatthanathon, P.; Somboonna, N.; Leelahavanichkul, A. Administration of Candida albicans to Dextran Sulfate Solution Treated Mice Causes Intestinal Dysbiosis, Emergence and Dissemination of Intestinal Pseudomonas Aeruginosa and Lethal Sepsis. Shock 2020, 53, 189–198.

31. Panpetch, W.; Somboonna, N.; Bulan, D.E.; Issara-Amphorn, J.; Finkelman, M.; Worasilchai, N.; Chindamporn, A.; Palaga, T.; Tumwasorn, S.; Leelahavanichkul, A. Oral administration of life- or heat-killed Candida albicans worsened cecal ligation and puncture sepsis in a murine model possibly due to an increased serum (1→3)-beta-D-glucan. PLoS ONE 2017, 12, e0181439.

32. Moustafa, F.E.; Khalil, A.; Abdel Wahab, M.; Sobh, M.A. Helicobacter pylori and uremic gastritis: A histopathologic study and a correlation with endoscopic and bacteriologic findings. Am. J. Nephrol. 1997, 17, 165–171.

33. van Muijlwijk, G.H.; van Mierlo, G.; Jansen, P.; Vermeulen, M.; Bleumink-Pluym, N.M.C.; Palm, N.W.; van Putten, J.P.M.; de Zoete, M.R. Identification of Allobaculum mucolytic as a novel human intestinal mucin degrader. Gut Microbes 2021, 13, 1966278.

34. Zhou, L.; Xiao, X.; Zhang, Q.; Zheng, J.; Li, M.; Wang, X.; Deng, M.; Zhai, X.; Liu, J. Gut microbiota might be a crucial factor in deciphering the metabolic benefits of perinatal genistein consumption in dams and adult female offspring. Food Funct. 2019, 10, 4505–4521.

35. Segata, N.; Izard, J.; Waldron, L.; Gevers, D.; Miropolsky, L.; Garrett, W.S.; Huttenhower, C. Metagenomic biomarker discovery and explanation. Genome Biol. 2011, 12, R60.

36. Vitetta, L.; Llewellyn, H.; Oldfield, D. Gut Dysbiosis and the Intestinal Microbiome: Streptococcus thermophilus a Key Probiotic for Reducing Uremia. Microorganisms 2019, 7, 228.

37. Lau, S.K.P.; Teng, J.L.L.; Chiu, T.H.; Chan, E.; Tsang, A.K.L.; Panagiotou, G.; Zhai, S.L.; Woo, P.C.Y. Differential Microbial Communities of Omnivorous and Herbivorous Cattle in Southern China. Comput. Struct. Biotechnol. J. 2018, 16, 54–60.

38. Ondee, T.; Pongpirul, K.; Janchot, K.; Kanacharoen, S.; Lertmongkolaksorn, T.; Wongsaroj, L.; Somboonna, N.; Ngamwongsatit, N.; Leelahavanichkul, A. Lactiplantibacillus plantarum dfa1 Outperforms Enterococcus faecium dfa1 on Anti-Obesity in High FatInduced Obesity Mice Possibly through the Differences in Gut Dysbiosis Attenuation, despite the Similar Anti-Inflammatory Properties. Nutrients 2021, 14, 80.

39. Ondee, T.; Pongpirul, K.; Visitchanakun, P.; Saisorn, W.; Kanacharoen, S.; Wongsaroj, L.; Kullapanich, C.; Ngamwongsatit, N.; Settachaimongkon, S.; Somboonna, N.; et al. Lactobacillus acidophilus LA5 improves saturated fat-induced obesity mouse model through the enhanced intestinal Akkermansia muciniphila. Sci. Rep. 2021, 11, 6367.

40. Panpetch, W.; Phuengmaung, P.; Cheibchalard, T.; Somboonna, N.; Leelahavanichkul, A.; Tumwasorn, S. Lacticaseibacillus casei Strain T21 Attenuates Clostridioides difficile Infection in a Murine Model Through Reduction of Inflammation and Gut Dysbiosis with Decreased Toxin Lethality and Enhanced Mucin Production. Front. Microbiol. 2021, 12, 745299.

41. McDougall, R.J.; Tandy, M.W. Coccidian/cyanobacterium-like bodies as a cause of diarrhea in Australia. Pathology 1993, 25, 375–378.

42. Rinninella, E.; Raoul, P.; Cintoni, M.; Franceschi, F.; Miggiano, G.A.D.; Gasbarrini, A.; Mele, M.C. What is the Healthy Gut Microbiota Composition? A Changing Ecosystem across Age, Environment, Diet, and Diseases. Microorganisms 2019, 7, 14.

43. Yang, J.Y.; Lee, Y.S.; Kim, Y.; Lee, S.H.; Ryu, S.; Fukuda, S.; Hase, K.; Yang, C.S.; Lim, H.S.; Kim, M.S.; et al. Gut commensal Bacteroides acidifies prevents obesity and improves insulin sensitivity in mice. Mucosal Immunol. 2017, 10, 104–116.

44. Hu, Y.; Le Leu, R.K.; Christophersen, C.T.; Somashekar, R.; Conlon, M.A.; Meng, X.Q.; Winter, J.M.; Woodman, R.J.; McKinnon, R.; Young, G.P. Manipulation of the gut microbiota using resistant starch is associated with protection against colitis-associated colorectal cancer in rats. Carcinogenesis 2016, 37, 366–375.

45. Gomez-Arango, L.F.; Barrett, H.L.; McIntyre, H.D.; Callaway, L.K.; Morrison, M.; Dekker Nitert, M.; Group, S.T. Increased Systolic and Diastolic Blood Pressure Is Associated With Altered Gut Microbiota Composition and Butyrate Production in Early Pregnancy. Hypertension 2016, 68, 974–981.

46. Jia, L.; Jia, Q.; Yang, J.; Jia, R.; Zhang, H. Efficacy of Probiotics Supplementation On Chronic Kidney Disease: A Systematic Review and Meta-Analysis. Kidney Blood Press. Res. 2018, 43, 1623–1635.

47. Leong, S.C.; Sirich, T.L. Indoxyl Sulfate-Review of Toxicity and Therapeutic Strategies. Toxins 2016, 8, 358.

48. Glorieux, G.; Gryp, T.; Perna, A. Gut-Derived Metabolites and Their Role in Immune Dysfunction in Chronic Kidney Disease. Toxins 2020, 12, 245.

49. Andrade-Oliveira, V.; Foresto-Neto, O.; Watanabe, I.K.M.; Zatz, R.; Camara, N.O.S. Inflammation in Renal Diseases: New and Old Players. Front. Pharmacol. 2019, 10, 1192.

50. Visitchanakun, P.; Kaewduangduen, W.; Chareonsappakit, A.; Susantitaphong, P.; Pisitkun, P.; Ritprajak, P.; Townamchai, N.; Leelahavanichkul, A. Interference on Cytosolic DNA Activation Attenuates Sepsis Severity: Experiments on Cyclic GMP-AMP Synthase (cGAS) Deficient Mice. Int. J. Mol. Sci. 2021, 22, 11450.

51. Phuengmaung, P.; Panpetch, W.; Singkham-In, U.; Chatsuwan, T.; Chirathaworn, C.; Leelahavanichkul, A. Presence of Candida tropicalis on Staphylococcus epidermidis Biofilms Facilitated Biofilm Production and Candida Dissemination: An Impact of Fungi on Bacterial Biofilms. Front. Cell. Infect. Microbiol. 2021, 11, 763239.

52. Heisel, T.; Montassier, E.; Johnson, A.; Al-Ghalith, G.; Lin, Y.W.; Wei, L.N.; Knights, D.; Gale, C.A. High-Fat Diet Changes Fungal Microbiomes and Interkingdom Relationships in the Murine Gut. mSphere 2017, 2, e00351-17.

53. Szeto, C.C.; Kwan, B.C.; Chow, K.M.; Lai, K.B.; Chung, K.Y.; Leung, C.B.; Li, P.K.T. Endotoxemia is related to systemic inflammation and atherosclerosis in peritoneal dialysis patients. Clin. J. Am. Soc. Nephrol. 2008, 3, 431–436.

54. Leelahavanichkul, A.; Worasilchai, N.; Wannalerdsakun, S.; Jutivorakool, K.; Somparn, P.; Issara-Amphorn, J.; Tachaboon, S.; Srisawat, N.; Finkelman, M.; Chindamporn, A. Gastrointestinal Leakage Detected by Serum (1→3)-beta-D-Glucan in Mouse Models and a Pilot Study in Patients with Sepsis. Shock 2016, 46, 506–518.

55. Sukkummee, W.; Jittisak, P.; Wonganan, P.; Wittayalertpanya, S.; Chariyavilaskul, P.; Leelahavanichkul, A. The prominent impairment of liver/intestinal cytochrome P450 and intestinal drug transporters in sepsis-induced acute kidney injury over acute and chronic renal ischemia, a mouse model comparison. Ren. Fail. 2019, 41, 314–325.

56. Jovanovich, A.; Isakova, T.; Stubbs, J. Microbiome and Cardiovascular Disease in CKD. Clin. J. Am. Soc. Nephrol. 2018, 13, 1598–1604.

57. Dou, L.; Bertrand, E.; Cerini, C.; Faure, V.; Sampol, J.; Vanholder, R.; Berland, Y.; Brunet, P. The uremic solutes p-cresol and indoxyl sulfate inhibit endothelial proliferation and wound repair. Kidney Int. 2004, 65, 442–451.

58. Sun, C.Y.; Chang, S.C.; Wu, M.S. Uremic toxins induce kidney fibrosis by activating intrarenal renin-angiotensin-aldosterone system associated epithelial-to-mesenchymal transition. PLoS ONE 2012, 7, e34026.

59. Watanabe, H.; Miyamoto, Y.; Honda, D.; Tanaka, H.; Wu, Q.; Endo, M.; Noguchi, T.; Kadowaki, D.; Ishima, Y.; Kotani, S.; et al. p-Cresyl sulfate causes renal tubular cell damage by inducing oxidative stress by activation of NADPH oxidase. Kidney Int. 2013, 83, 582–592.

60. Wong, J.; Zhang, Y.; Swift, O.; Finkelman, M.; Patidar, A.; Ramanarayanan, S.; Vilar, E.; Farrington, K. Beta-glucans in advanced CKD: Role in endotoxemia and inflammation. BMC Nephrol. 2020, 21, 118.

61. Panpetch, W.; Somboonna, N.; Bulan, D.E.; Issara-Amphorn, J.; Worasilchai, N.; Finkelman, M.; Chindamporn, A.; Palaga, T.; Tumwasorn, S.; Leelahavanichkul, A. Gastrointestinal Colonization of Candida albicans Increases Serum (1→3)- beta-D-Glucan, without Candidemia, and Worsens Cecal Ligation and Puncture Sepsis in Murine Model. Shock 2018, 49, 62–70.

62. Honma, K.; Ruscitto, A.; Sharma, A. β-Glucanase Activity of the Oral Bacterium Tannerella forsythia Contributes to the Growth of a Partner Species, Fusobacterium nucleatum, in Cobiofilms. Appl. Environ. Microbiol. 2018, 84, e01759-17.

63. Delanaye, P.; Cavalier, E.; Pottel, H. Serum Creatinine: Not So Simple! Nephron 2017, 136, 302–308. [CrossRef] [PubMed]

64. Du, J.M.A.; Lorenz, N.; Beitle, R.R.; Clausen, E.C.; Hestekin, J.A. Continuous Fermentation of Clostridium tyrobutyricum with Partial Cell Recycle as a Long-Term Strategy for Butyric Acid Production. Energies 2012, 5, 2835–2848.

65. Tang, W.H.; Wang, Z.; Kennedy, D.J.; Wu, Y.; Buffa, J.A.; Agatisa-Boyle, B.; Li, X.S.; Levison, B.S.; Hazen, S.L. Gut microbiota dependent trimethylamine N-oxide (TMAO) pathway contributes to both developments of renal insufficiency and mortality risk in chronic kidney disease. Circ. Res. 2015, 116, 448–455.

66. Mutsaers, H.A.; Stribos, E.G.; Glorieux, G.; Vanholder, R.; Olinga, P. Chronic Kidney Disease, and Fibrosis: The Role of Uremic Retention Solutes. Front. Med. 2015, 2, 60.

67. Lin, Y.T.; Wu, P.H.; Tsai, Y.C.; Hsu, Y.L.; Wang, H.Y.; Kuo, M.C.; Kuo, P.L.; Hwang, S.J. Indoxyl Sulfate Induces Apoptosis Through Oxidative Stress and Mitogen-Activated Protein Kinase Signaling Pathway Inhibition in Human Astrocytes. J. Clin. Med. 2019, 8, 191.

68. Rysz, J.; Franczyk, B.; Lawinski, J.; Olszewski, R.; Cialkowska-Rysz, A.; Gluba-Brzozka, A. The Impact of CKD on Uremic Toxins and Gut Microbiota. Toxins 2021, 13, 252.

69. Schroeder, J.C.; Dinatale, B.C.; Murray, I.A.; Flaveny, C.A.; Liu, Q.; Laurenzana, E.M.; Lin, J.M.; Strom, S.C.; Omiecinski, C.J.; Amin, S.; et al. The uremic toxin 3-indoxyl sulfate is a potent endogenous agonist for the human aryl hydrocarbon receptor. Biochemistry 2010, 49, 393–400.

70. Tao, S.; Tao, S.; Cheng, Y.; Liu, J.; Ma, L.; Fu, P. Effects of pr. probiotic supplements on the progression of chronic kidney disease: A meta-analysis. Nephrology 2019, 24, 1122–1130.

71. Kwon, M.; Lee, J.; Park, S.; Kwon, O.H.; Seo, J.; Roh, S. Exopolysaccharide Isolated from Lactobacillus plantarum L-14 Has Anti-Inflammatory Effects via the Toll-Like Receptor 4 Pathway in LPS-Induced RAW 264.7 Cells. Int. J. Mol. Sci. 2020, 21, 9283.

72. Watson, C.J.; Rowland, M.; Warhurst, G. Functional modeling of tight junctions in intestinal cell monolayers using polyethylene glycol oligomers. Am. J. Physiol. Cell Physiol. 2001, 281, C388–C397.

73. Jerez-Morales, A.; Merino, J.S.; Diaz-Castillo, S.T.; Smith, C.T.; Fuentealba, J.; Bernasconi, H.; Echeverria, G.; Garcia-Cancino, A. The Administration of the Synbiotic Lactobacillus Bulgaricus 6c3 Strain, Inulin and Fructooligosaccharide Decreases the Concentrations of Indoxyl Sulfate and Kidney Damage in a Rat Model. Toxins 2021, 13, 192.

74. Wang, I.K.; Yen, T.H.; Hsieh, P.S.; Ho, H.H.; Kuo, Y.W.; Huang, Y.Y.; Kuo, Y.L.; Li, C.Y.; Lin, H.C.; Wang, J.Y. Effect of a Probiotic Combination in an Experimental Mouse Model and Clinical Patients With Chronic Kidney Disease: A Pilot Study. Front. Nutr. 2021, 8, 661794.

75. Aranda-Rivera, A.K.; Srivastava, A.; Cruz-Gregorio, A.; Pedraza-Chaverri, J.; Mulay, S.R.; Scholze, A. Involvement of Inflammasome Components in Kidney Disease. Antioxidants 2022, 11, 246.

76. Vilaysane, A.; Chun, J.; Seamone, M.E.; Wang, W.; Chin, R.; Hirota, S.; Li, Y.; Clark, S.A.; Tschopp, J.; Trpkov, K.; et al. The NLRP3 inflammasome promotes renal inflammation and contributes to CKD. J. Am. Soc. Nephrol. 2010, 21, 1732–1744.

77. Hutton, H.L.; Ooi, J.D.; Holdsworth, S.R.; Kitching, A.R. The NLRP3 inflammasome in kidney disease and autoimmunity. Nephrology 2016, 21, 736–744.

78. Rahman, A.; Yamazaki, D.; Sufiun, A.; Kitada, K.; Hitomi, H.; Nakano, D.; Nishiyama, A. A novel approach to adenine-induced chronic kidney disease associated anemia in rodents. PLoS ONE 2018, 13, e0192531.


Somkanya Tungsanga 1,2 , Wimonrat Panpetch 3 , Thansita Bhunyakarnjanarat 3 , Kanyarat Udompornpitak 3 , Pisut Katavetin 1 , Wiwat Chancharoenthana 4,5 , Piraya Chatthanathon 6 , Naraporn Somboonna 6,7 , Kriang Tungsanga 1 , Somying Tumwasorn 3 and Asada Leelahavanichkul 1,3,

1. Department of Medicine, Division of Nephrology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; s.tungsanga@gmail.com (S.T.); pkatavetin@yahoo.com (P.K.); kriangtungsanga@hotmail.com (K.T.)

2. Department of Medicine, Division of General Internal Medicine-Nephrology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand

3. Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; mon-med@hotmail.com (W.P.); thansitadew@gmail.com (T.B.); jubjiibb@hotmail.com (K.U.); somying.tumwasorn@gmail.com (S.T.)

4. Tropical Nephrology Research Unit, Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; wiwat.cha@mahidol.ac.th

5. Tropical Immunology and Translational Research Unit, Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand

6. Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; memind01@gmail.com (P.C.); naraporn.s@chula.ac.th (N.S.)

7. Microbiome Research Unit for Probiotics in Food and Cosmetics, Chulalongkorn University, Bangkok 10330, Thailand

You Might Also Like