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Growth of Bifidobacterium species is inhibited by free fatty acids and bile salts but not by glycerides

  • Received: 01 December 2022 Revised: 25 February 2022 Accepted: 06 March 2022 Published: 10 March 2022
  • High-fat diets have been associated with lower gut and fecal abundances of genus Bifidobacterium. Here, we investigated whether commonly consumed dietary free fatty acids have any detrimental effect on the growth of B. adolescentis, B. bifidum, and B. longum. We found that the presence of free fatty acids in the medium inhibits the growth of Bifidobacterium species to a varying degree, with capric (C10:0), oleic (C18:1), and linoleic (C18:2) acids displaying the largest effect. In comparison, free fatty acids did not affect the growth of Escherichia coli. When fats were added as a mixture of mono- and diacylglycerols, the inhibitory effect on Bifidobacterium growth was abolished.

    Citation: Sergio Perez-Burillo, Sumudu Rajakaruna, Oleg Paliy. Growth of Bifidobacterium species is inhibited by free fatty acids and bile salts but not by glycerides[J]. AIMS Microbiology, 2022, 8(1): 53-60. doi: 10.3934/microbiol.2022005

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  • High-fat diets have been associated with lower gut and fecal abundances of genus Bifidobacterium. Here, we investigated whether commonly consumed dietary free fatty acids have any detrimental effect on the growth of B. adolescentis, B. bifidum, and B. longum. We found that the presence of free fatty acids in the medium inhibits the growth of Bifidobacterium species to a varying degree, with capric (C10:0), oleic (C18:1), and linoleic (C18:2) acids displaying the largest effect. In comparison, free fatty acids did not affect the growth of Escherichia coli. When fats were added as a mixture of mono- and diacylglycerols, the inhibitory effect on Bifidobacterium growth was abolished.



    Dietary fats comprise a major part of human diet. Nutrient recommendations call for fats accounting for 20–35% of the daily calories [1]. The actual consumption of fats in western countries is significantly higher, providing around 40% of caloric intake [2]. While dietary fats are efficiently absorbed in the small intestine [3], increased dietary intake of fats likely saturates its absorption capacity [4], and so substantial amounts of lipids reach the colon along with some bile salts. In the colon, these compounds interact with resident gut microbiota [5],[6]. Recently, using an in vitro Human Gut Simulator system, we showed that human gut microbiota can efficiently utilize dietary free fatty acids for growth, and we identified specific “lipidophilic” and “lipidophobic” members [7]. Surprisingly, Bifidobacterium members were found in unexpectedly low numbers in all samples, even in the balanced medium that contained abundant carbohydrate and protein nutrients in addition to free fatty acids. Abundance of this genus was also reported to be low in several studies of high-fat diets, both in humans [8],[9] and in animal models [10].

    The goal of this study was to determine if fatty acids, commonly consumed as part of human diet, and/or bile salts could have an inhibitory effect on the growth of several Bifidobacterium species. The most abundant colonic species of free fatty acids [7] were selected for testing and included capric (C10:0), palmitic (C16:0), stearic (C18:0), oleic (C18:1), and linoleic (18:2) acids. Three Bifidobacterium species with well-established prevalence in human gut (Bifidobacterium longum subsp. longum DSM-20219, Bifidobacterium bifidum DSM-20456, Bifidobacterium adolescentis L2-32) were grown in either DSMZ Medium 58 (“Bifidobacterium medium”, BM) as recommended by the German Collection of Microorganisms and Cell Cultures, or in the balanced Western diet medium (WM), which we used previously to mimic food bolus contents reaching colon in subjects consuming a typical Western diet [7]. Escherichia coli K12 NCM3722 [11], which was previously found to tolerate well the presence of fats in the growth medium [12], was used as a control, and was cultured in the Western diet medium.

    The experimental design was as follows: each Bifidobacterium strain was cultured in both BM and WM media with or without fatty acids and/or bile salts. Control medium contained no fatty acids or bile salts. Fatty acids were tested individually as well as in mixture in concentrations matching the contents of the Western diet medium, which in turn was developed to match bolus contents reaching the colon [7]. Medium composition is detailed in Table 1. A commercially available mixture of mono- and diacylglycerols (Modernist Pantry, LLC) was also used. All cultures were grown in Hungate tubes at 37 °C under fully anaerobic conditions. Atmosphere was 85% of N2, 10% of CO2, and 5% of H2. All Hungate tubes were inoculated to the same starting density from a single pre-culture tube. All experiments were performed in triplicates. After 24 hours of growth, cell densities of each culture were obtained via phase contrast microscopy with a Spencer hemocytometer as we did previously [13]. Statistical significance of culture density differences between samples was assessed with Student's t-test at a confidence level of 95%. Raw p-values were adjusted for multiple hypothesis testing according to Benjamini and Hochberg method [14].

    Table 1.  Medium composition, g l−1.
    Medium component BM BM with added fats WM control WM
    Carbohydrates
    Arabinogalactan - - 1.8 1.8
    Guar gum - - 0.9 0.9
    Inulin - - 0.9 0.9
    Pectin - - 1.8 1.8
    Starch - - 4.4 4.4
    Xylan - - 0.9 0.9
    Cellobiose - - 0.9 0.9
    Glucose 10 10 0.5 0.5
    Fructose - - 0.5 0.5
    Proteins
    Peptone 10 10 3.3 3.3
    Casein - - 2.0 2.0
    Lipids
    Capric acid (C10:0) - 0.3 - 0.3
    Palmitic acid (C16:0) - 1.5 - 1.5
    Stearic acid (C18:0) - 0.7 - 0.7
    Oleic acid (C18:1) - 1.8 - 1.8
    Linoleic acid (C18:2) - 1.2 - 1.2
    Mucin - - 4.0 4.0
    Yeast extract 5.0 5.0 3.0 3.0
    Meat extract 5.0 5.0 - -
    Soy extract 5.0 5.0 - -
    Salts, other components 22.5 22.5 14.9 14.9
    Bile salts - 1.0 - 1.0

    BM–Bifidobacterium medium; standard medium contained no fatty acids or bile salts.

    WM–Western diet medium; control medium contained no fatty acids or bile salts.

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    All three tested Bifidobacterium species reached stationary phase after 24 hours of incubation. While there was some variability in the final cell densities reached, the values were consistent for each species across replicate cultures. All three species experienced inhibition by fatty acid pool (containing five different free fatty acids), and B. bifidum and B. longum were also significantly inhibited by bile salts (Figure 1). Overall, B. longum and B. bifidum were similarly affected across tested conditions. The presence of capric acid (C10:0), oleic acid (C18:1), and linoleic acid (18:2) had statistically significant negative effect on culture growth, whereas palmitic (C16:0) and stearic (C18:0) acids had no effect. On the other hand, B. adolescentis was not inhibited by bile salts but was significantly affected by each of the five tested free fatty acids. Oleic and linoleic acids have been previously observed to be inhibitory towards Gram-positive but not Gram-negative bacteria [12] including inhibition of B. breve [15]. Exposure to linoleic acid was found to alter B. breve metabolism triggering an increased oxidative stress that resulted in the lower growth rate [15]. Generally, free fatty acids possess membrane-destabilizing activity due to their amphipathic structure [16], and unsaturated fatty acids can also elicit bacteriostatic properties through the inhibition of fatty acid synthesis [12]. However, no inhibitory effect on Bifidobacterium was found in another investigation that tested the antimicrobial effect of different oils, all containing oleic and linoleic acids [17].

    In our experiments, it was capric acid that showed the largest inhibitory effect across all three Bifidobacterium strains (Figure 1). To the best of our knowledge, capric acid's inhibitory effects on Bifidobacterium have not been tested previously, though it was shown to be inhibitory to other bacteria, possibly due to the disruption of ion transport through the membrane [18]. Interestingly, the concentration of capric acid in breast milk and breastfeeding formula was negatively correlated with the total relative abundance of Bifidobacterium in infants' fecal microbiota [19]. On the other hand, palmitic and stearic acid did not affect the growth of either B. longum or B. bifidum, which is consistent with other studies that found no harmful effects of saturated long-chain fatty acids on certain Gram-positive bacteria [12]. Surprisingly, our observations show that both of these fatty acids are able to hinder the growth of B. adolescentis, which had not been described previously.

    Figure 1.  Cell densities of Bifidobacterium stationary phase cultures grown in Bifidobacterium medium. “Fats” denote a mixture of five tested fatty acids. Statistical significance was obtained via Student's one-tail t-test with α = 0.05 and multiple hypothesis testing adjustment. Statistical comparisons were made using the control as reference group. Significance labels: *: q < 0.05; **: q < 0.01; ***: q < 0.001; ns: not significant.

    Bile salts are also known to possess antimicrobial properties due to their ability to alter cell membrane and to cause DNA damage [20], and the amount of bile salts released into the intestinal lumen correlates with the total fat content in consumed foods [21]. Thus, we also tested whether bile salts (a mixture of sodium glycocholate and sodium taurocholate) can have similar inhibitory effect on the Bifidobacterium growth. Tested Bifidobacterium species differed in their response to bile salts presence in the BM: bile had the largest inhibitory effect on the growth of B. longum, statistically significant inhibition of B. bifidum, and no statistically significant effect on the growth of B. adolescentis. Bifidobacterium strains that inhabit the gut may have developed various mechanisms to overcome the inhibition by bile acids. These adaptations include efflux of bile salts from cells, bile salt hydrolysis, and structural and compositional changes of bacterial cell membranes [20],[22]. All three tested Bifidobacterium species indeed encode bile salt hydrolase (EC:3.5.1.24, KEGG orthology: K01442) in their genomes.

    In human gastrointestinal tract, majority of fatty acids reach the colon as partially hydrolyzed mono- or diacylglycerols. Therefore, we also tested an ability of a commercial mixture of mono and diacylglycerols (“glycerides”) to promote or inhibit Bifidobacterium growth. According to the manufacturer, this mixture can contain esterified caprylic (C8:0), capric (C10:0), lauric (C12:0), myristic (C14:0), palmitic (C16:0), stearic (C18:0), and oleic (C18:1) acids, with linoleic (C18:2) and linolenic (C18:3) acids being present in lesser amounts. This glyceride mixture did not exert any significant effect on any of the Bifidobacterium strains when they were cultured in BM. Because free hydroxyl groups of glycerol lower overall hydrophobicity of partially esterified acylglycerols and increase their polarity, this might lower their inhibitory effect on Bifidobacterium growth via decreased interactions with bacterial cell membranes.

    Next, we carried out the same set of experiments using Western diet medium that has been developed to maintain complex human gut microbiota in the in vitro Human Gut Simulator system [7]. The results of this set of experiments generally matched those observed for the BM (Supplementary Figure S1). Specifically, all three Bifidobacterium species were significantly inhibited by capric, oleic, and linoleic acids. Bile salts were only inhibitory to B. longum. The mono- and diacylglycerol mixture had no detrimental effect. Comparing the three Bifidobacterium species, B. bifidum was the most resistant to growth inhibition across different testing conditions.

    Because Escherichia and total Gammaproteobacteria were found to increase on fats-only medium in our recent study [7], we used this genus of Gram-negative bacteria as a resistant control. E. coli was cultured in WM under the same experimental setup. Free fatty acids and their mixtures had no significant inhibitory effect on E. coli growth (Table 2), which is congruent with our previous observations [7] and those of other studies [12]. The observed resistance can likely be attributed to the outer membrane of Gram-negative bacteria being a barrier to hydrophobic compounds [23].

    Table 2.  Cell densities of E. coli stationary phase cultures.
    Medium composition Cells ml−1
    WM control 1.10 x 109 ± 1.83 x 108
    WM + fatty acids and bile salts 1.07 x 109 ± 7.64 x 107
    WM + fatty acids 0.97 x 109 ± 5.91 x 107
    WM + bile salts 1.12 x 109 ± 8.13 x 107

    WM-Western diet medium

    Data are shown as arithmetic mean (n = 3) ± standard deviation

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    In conclusion, our results indicate that the presence of some free fatty acids in the environment, specifically capric, oleic, and linoleic acids, can hinder Bifidobacterium growth. Bile salts also inhibited Bifidobacterium growth but to a lesser degree. The mixture of mono- and diacylglycerols had no detrimental growth effect. We propose that when dietary fats are provided to gut microbiota community as part of growth medium, the free fatty acids are substituted with acylglycerols to mitigate any inhibitory effects on specific microbiota members.


    Acknowledgments



    S.P.B. was supported by the University of Granada grant “Perfeccionamiento de Doctores”.

    Conflict of interest



    All authors declare no conflicts of interest in this paper.

    Author contributions



    O.P. designed the study; S.P.B. and S.R. carried out the experiments; S.P.B., S.R., and O.P. wrote the manuscript.

    [1] Trumbo P, Schlicker S, Yates AA, et al. (2002) Dietary reference intakes for energy, carbohydrate, fiber, fat, fatty acids, cholesterol, protein and amino acids. J Am Diet Assoc 102: 1621-1630. https://doi.org/10.1016/S0002-8223(02)90346-9
    [2] Wang TY, Liu M, Portincasa P, et al. (2013) New insights into the molecular mechanism of intestinal fatty acid absorption. Eur J Clin Invest 43: 1203-1223. https://doi.org/10.1111/eci.12161
    [3] Mu H, Hoy CE (2004) The digestion of dietary triacylglycerols. Prog Lipid Res 43: 105-133. https://doi.org/10.1016/S0163-7827(03)00050-X
    [4] Iqbal J, Hussain MM (2009) Intestinal lipid absorption. Am J Physiol Endocrinol Metab 296: E1183-1194. https://doi.org/10.1152/ajpendo.90899.2008
    [5] Hoyles L, Wallace RJ (2010) Gastrointestinal Tract: Fat Metabolism in the Colon. Handbook of Hydrocarbon and Lipid Microbiology . Berlin: Heidelberg: Springer. https://doi.org/10.1007/978-3-540-77587-4_233
    [6] Shortt C, Hasselwander O, Meynier A, et al. (2018) Systematic review of the effects of the intestinal microbiota on selected nutrients and non-nutrients. Eur J Nutr 57: 25-49. https://doi.org/10.1007/s00394-017-1546-4
    [7] Agans R, Gordon A, Kramer DL, et al. (2018) Dietary Fatty Acids Sustain the Growth of the Human Gut Microbiota. Appl Environ Microbiol 84: e01525-01518. https://doi.org/10.1128/AEM.01525-18
    [8] Lindefeldt M, Eng A, Darban H, et al. (2019) The ketogenic diet influences taxonomic and functional composition of the gut microbiota in children with severe epilepsy. NPJ Biofilms Microbiomes 5: 5. https://doi.org/10.1038/s41522-018-0073-2
    [9] Brinkworth GD, Noakes M, Clifton PM, et al. (2009) Comparative effects of very low-carbohydrate, high-fat and high-carbohydrate, low-fat weight-loss diets on bowel habit and faecal short-chain fatty acids and bacterial populations. Br J Nutr 101: 1493-1502. https://doi.org/10.1017/S0007114508094658
    [10] Cani PD, Neyrinck AM, Fava F, et al. (2007) Selective increases of bifidobacteria in gut microflora improve high-fat-diet-induced diabetes in mice through a mechanism associated with endotoxaemia. Diabetologia 50: 2374-2383. https://doi.org/10.1007/s00125-007-0791-0
    [11] Gunasekera TS, Csonka LN, Paliy O (2008) Genome-wide transcriptional responses of Escherichia coli k-12 to continuous osmotic and heat stresses. J Bacteriol 190: 3712-3720. https://doi.org/10.1128/JB.01990-07
    [12] Zheng CJ, Yoo JS, Lee TG, et al. (2005) Fatty acid synthesis is a target for antibacterial activity of unsaturated fatty acids. FEBS Lett 579: 5157-5162. https://doi.org/10.1016/j.febslet.2005.08.028
    [13] Agans RT, Gordon A, Hussain S, et al. (2019) Titanium Dioxide Nanoparticles Elicit Lower Direct Inhibitory Effect on Human Gut Microbiota Than Silver Nanoparticles. Toxicol Sci 172: 411-416. https://doi.org/10.1093/toxsci/kfz183
    [14] Benjamini Y, Hochberg Y (1995) Controlling the False Discovery Rate-a practical and powerful approach to multiple testing. J Roy Stat Soc B Met 57: 289-300. https://doi.org/10.1111/j.2517-6161.1995.tb02031.x
    [15] Senizza A, Rocchetti G, Callegari ML, et al. (2020) Linoleic acid induces metabolic stress in the intestinal microorganism Bifidobacterium breve DSM 20213. Sci Rep 10: 5997. https://doi.org/10.1038/s41598-020-62897-w
    [16] Yoon BK, Jackman JA, Valle-González ER, et al. (2018) Antibacterial Free Fatty Acids and Monoglycerides: Biological Activities, Experimental Testing, and Therapeutic Applications. Int J Mol Sci 19. https://doi.org/10.3390/ijms19041114
    [17] Hovorková P, Laloučková K, Skřivanová E (2018) Determination of in vitro antibacterial activity of plant oils containing medium-chain fatty acids against Gram-positive pathogenic and gut commensal bacteria. Czech J Anim Sci 63: 119-125. https://doi.org/10.17221/70/2017-CJAS
    [18] Thormar H, Hilmarsson H, Bergsson G (2006) Stable concentrated emulsions of the 1-monoglyceride of capric acid (monocaprin) with microbicidal activities against the food-borne bacteria Campylobacter jejuni, Salmonella spp., and Escherichia coli. Appl Environ Microbiol 72: 522-526. https://doi.org/10.1128/AEM.72.1.522-526.2006
    [19] Li N, Yan F, Wang N, et al. (2020) Distinct Gut Microbiota and Metabolite Profiles Induced by Different Feeding Methods in Healthy Chinese Infants. Front Microbiol 11: 714. https://doi.org/10.3389/fmicb.2020.00714
    [20] Ruiz L, Margolles A, Sánchez B (2013) Bile resistance mechanisms in Lactobacillus and Bifidobacterium. Front Microbiol 4: 396. https://doi.org/10.3389/fmicb.2013.00396
    [21] Hildebrand P, Beglinger C, Gyr K, et al. (1990) Effects of a cholecystokinin receptor antagonist on intestinal phase of pancreatic and biliary responses in man. J Clin Invest 85: 640-646. https://doi.org/10.1172/JCI114486
    [22] Kim GB, Yi SH, Lee BH (2004) Purification and characterization of three different types of bile salt hydrolases from Bifidobacterium strains. J Dairy Sci 87: 258-266. https://doi.org/10.3168/jds.S0022-0302(04)73164-1
    [23] Sheu CW, Freese E (1973) Lipopolysaccharide layer protection of gram-negative bacteria against inhibition by long-chain fatty acids. J Bacteriol 115: 869-875. https://doi.org/10.1128/jb.115.3.869-875.1973
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