Abstract
Background
Buzhongyiqi decoction (BD), Sijunzi decoction (SD), and Shenlingbaizhu decoction (SHD) have been extensively used clinically for the treatment of diseases caused by spleen-Qi deficiency and microbial fermentation has historically been utilized in traditional Chinese medicine (TCM). This study aimed to investigate the mitigative effect of TCM and fermented TCM (FTCM) with Lactobacillus plantarum (LP) on antibiotic-associated diarrhea, and to select an optimal formula and then identify its compounds.
Methods
Dysbacteriosis in mice was induced by ceftriaxone sodium (CS). The mice were then treated with LP, BD, SD, SHD, fermented BD, fermented SD (FSD), and fermented SHD. Diarrhea indexes, the abundances of gut bacteria, intestinal morphometrics, and mRNA expressions of genes related to intestinal barrier function were assessed. Then, ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) were employed to identify and relatively quantify the compounds in the selected decoctions.
Results
CS significantly increased the fecal output weight, the total number of fecal output, and fecal water content, indicating the occurrence of diarrhea. Bacterial culture tests showed that the above symptoms were accompanied by the disruption of specific intestinal flora. TCM, LP, and FTCM alleviated the diarrhea index and recovered the intestinal microbiota. FTCM showed more advantageous than TCM or LP alone. The mRNA expressions of aquaporins (AQPs) and tight junctions (TJs) decreased by CS were enhanced by TCM, LP, and FTCM. In addition, through UHPLC-Q-TOF/MS, (S)-(-)-2-hydroxyisocaproic acid, L-methionine, 4-guanidinobutyric acid (4GBA), and phenyllactate (PLA) in SD and FSD were identified and relatively quantified.
Conclusions
TCM, LP, and TCM fermented with LP alleviated CS-induced diarrhea symptoms, and improved the intestinal flora and barrier function. Four compounds including (S)-(-)-2-hydroxyisocaproic acid, L-methionine, 4GBA, and PLA in FSD, which were identified by UHPLC-Q-TOF/MS, might function in modulating intestinal flora and improving villi structure.
Supplementary Information
The online version contains supplementary material available at 10.1186/s13020-022-00575-x.
Keywords: Fermented TCM, Diarrhea, Antibiotic, Sijunzi decoction
Background
Antibiotics have been used to prevent and treat of various bacterial infections. In recent years, however, numerous studies have revealed that the overuse of antibiotics results in undesirable consequences, such as antibiotic resistance, pathogen overgrowth, alteration in gut microbial composition, increase in bacterial susceptibility, and the risk of repeated infections [1]. In addition, nephrotoxicity, neurotoxicity [2], emesis, antibiotic-associated diarrhea (AAD), and allergy [3] are the most common side effects of antibiotics. Notably, antibiotics can alter the compositions of normal gut microbiota and disable the gastrointestinal function in human beings and animals, also known as dysbacteriosis [4]. Because the gut microbiota plays an important role in immunity, metabolism, and endocrinology, the negative impacts of antibiotics on the microbiota can lead to diverse further health complications as obesity, allergies, and autoimmunity [4, 5].
Probiotics have been demonstrated to regulate gut microbiota and produce flora metabolites that is of benefit to health via the following mechanisms: direct antimicrobial effects, enhancement of mucosal barrier integrity, and immune modulation [6]. In addition, traditional Chinese medicine (TCM), as one of the oldest medical practices in human history which has been widely applied to clinical diagnoses and treatments [7], can also adjust the balance of intestinal flora [8]. In TCM practice, tonic herbs and animal sourced medicines can strengthen the body and cure diseases caused by Qi deficiency. There are some typical herbs commonly used for tonifying Qi, including Astragali Radix, Ginseng Radix et Rhizoma (ginseng), yam, Codonopsis, Coix seed, Atractylodis Macrocephalae Rhizoma, Glycyrrhizae Radix et Rhizoma (licorice), and Schisandra Chinensis Fructus. Besides single herbs, there also have exemplary Qi-invigorating multi-ingredient decoctions (called Tang in Chinese) such as “Sijunzi Tang, Lizhong Tang, Buzhongyiqi Tang, and Shenlingbaizhu Tang” [7]. TCMs are mostly relevant to intestinal flora because they inevitably interact with the gut microbiota through oral administration [9, 10]. Investigations further demonstrated that TCM metabolites are of importance in pharmacological activities [8]. Furthermore, microorganisms have been employed in fermenting TCM. It is well known that probiotics are used to ferment Scutellaria Radix [11], Atractylodis Macrocephalae Rhizoma [12], red ginseng [13], and some Chinese prescriptions such as Danggui Buxue Tang [14], Sagunja-tang [15], Ge-Gen-Qin-Lian decoction [16].
In TCM, the single herbs were usually combined into the form of herbal formulas which were used to therapy various clinical diseases through a multi-component, multi-target and multi-pathway approach [17, 18]. Therefore, in this study, three classic prescriptions, Buzhongyiqi decoction (BD), and Sijunzi decoction (SD), and Shenlingbaizhu decoction (SHD), were selected to investigate their anti-diarrhea effects on AAD in mice. In addition, SD and fermented SD, owing to their better effects, were got further tests to identify and relatively quantify the compounds through untargeted ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS).
Materials and methods
Medicines and strain
All herbal constituents of BD, SD, and SHD were purchased from Beijing Tong Ren Tang Co., Ltd. (Beijing, China). Ceftriaxone sodium (CS) was purchased from Beijing Solarbio Science & Technology Co., Ltd. (Beijing, China), and Lactobacillus plantarum (LP) CICC 21,809 was obtained from the China Center of Industrial Culture Collection (CICC, Beijing, China).
Three decoctions were prepared according to the Pharmacopoeia of the People’s Republic of China. In briefly, the original composition of SD, namely, Radix Codonopsis (60 g), Atractylodis Macrocephalae Rhizoma (60 g), Poria (60 g) and Glycyrrhizae Radix et Rhizoma Praeparata (30 g), were soaked in distilled water at room temperature for 1 h, and then decocted twice in 2,100 mL of distilled water for 1 h per time [19], and finally concentrated to 1 g/mL by a rotary evaporation apparatus (RE3000-A, Shanghai Yarong Biochemical Instrument Factory, China). BD is composed of the following eight herbs: Radix Astragali (75 g), Codonopsis Radix (60 g), Atractylodes Macrocephala Koidz (60 g), Glycyrrhizae Radix et Rhizoma Praeparata (30 g), Angelicae Sinensis Radix (30 g), Citrus Reticulata (20 g), Cimicifugae Rhizoma (20 g), Radix Bupleuri (20 g). SHD is composed of 11 herbs: Codonopsis Radix (60 g), Poria (30 g), Atractylodes Macrocephala Koidz. (60 g), Rhizoma Dioscoreae (60 g), Glycyrrhizae Radix et Rhizoma Praeparata (30 g), Lablab Semen Album (60 g), Lotus Seed (30 g), Coicis Semen (30 g), Fructus Amomi (15 g), Platycodon Grandiforus (30 g), and Citrus Reticulata (30 g). These herbs for SD and SHD were decocted in 3150 mL or 4350 mL of distilled water, respectively, and concentrated as described above. The compositions of BD, SD, and SHD are shown in Table 1.
Table 1.
Name of TCM | Place of production |
---|---|
Radix Astragali | Gansu |
Codonopsis Radix | Shanxi |
Atractylodes Macrocephala Koidz. | Zhejiang |
Glycyrrhizae Radix et Rhizoma Praeparata | XinJiang |
Angelicae Sinensis Radix | Gansu |
Citrus Reticulata | Zhejiang |
Cimicifugae Rhizoma | Neimenggu |
Radix Bupleuri | Shanxi |
Poria | Hubei |
Lablab Semen Album | An’hui |
Rhizoma Dioscoreae | Henan |
Lotus Seed | Hubei |
Coicis Semen | Guizhou |
Platycodon Grandiforus | An’hui |
Fructus Amomi | Guangdong |
The LP strain was inoculated into sterile liquid MRS medium for 24 h at 37 °C, then, inoculum LP (3%, v/v) was inoculated into BD (100 mL), SD (100 mL), and SHD (100 mL), respectively, in which the pH was adjusted to 6.5 using food-grade Na2CO3. The fermented decoctions inoculated with LP were incubated at 37 °C for 24 h to reach concentration of 109 colony forming units (CFUs) mL−1. Non-fermented TCM decoctions were kept at 4 °C and heated to 37 °C before being administered to mice via gavage.
Animals and experimental design
72 healthy 3-week-old male ICR mice were obtained from the Experimental Animal Center of Shanxi Medical University (Taiyuan, Shanxi, China). All mice were maintained under specific pathogen-free conditions and fed with sufficient food and water, and the environment was maintained at 22 °C–25 °C, with a 12 h light/dark cycle. This animal study was approved by the Experimental Animal Ethics Committee of Shanxi Agricultural University (Taigu, Shanxi, China; Approval number: SXAU-EAW-2019M0613) and performed in accordance with their guidelines.
After 1-week of acclimatization, mice were randomly divided into nine groups (n = 8). In the blank control (BC) group, mice were treated with 0.3 mL of saline intragastrically twice per day at 09:00 and 13:00. In the CS group, mice were given 0.3 mL of CS at the dose of 4 g/kg per day for 7 days at 09:00 and saline at 13:00 by gavage, respectively. For the CS + LP group, the CS + BD group, the CS + SD group, the CS + SHD group, the CS + fermented BD (CS + FBD) group, the CS + fermented SD (CS + FSD) group, and the CS + fermented SHD (CS + FSHD) group, mice were given 0.3 mL of CS at 09:00 and 0.3 mL of corresponding decoctions at 13:00 by gavage for 7 days, respectively. On 1st day, 4th day, and 7th day, diarrhea symptoms were recorded and fresh stool samples from mice in each group were collected for live bacterial culture. On 8th day, the mice were euthanized. The intestinal tissues were collected and stored at −80 °C for quantitative real-time polymerase chain reaction (qRT-PCR). Three samples from each group were fixed in 4% paraformaldehyde solution for intestinal histopathology.
Diarrhea assessment and live bacterial culture
All mice were kept separately, with one mouse per cage. 2 h after gavage at 13:00, diarrhea symptoms were assessed by three indicators: fecal output weight [20], total number of fecal output [21], and fecal water content [20]. Fecal output was determined by measuring cumulative stool weight. Total number of fecal output in each group was obtained by counting the fecal numbers of mice. Fecal samples were weighed and dried, and then the dried solid weight and total fecal weight were measured. The fecal water content was calculated by the equation: fecal water content = 1 − (dried solid weight)/(total fecal weight).
Fresh feces were homogenized and serially diluted in saline solution. Aliquots with the dilutions of 10−2 to 10−7 were then spread onto different selective agar plates. Lactobacillus selective (LBS), tryptone-yeast extract (TPY), bile esculin azide (BEA), and eosin-methylene blue (EMB) agar medium (Solarbio, Beijing, China) were used to detect Lactobacillus, Bifidobacterium, Enterococcus and Colibacillus, respectively. The plates were incubated at 37°C in an anaerobic or aerobic atmosphere for 48 h.
Intestinal morphometrics
The fixed tissues of duodenum, jejunum, and ileum were cut into a tube of about 1 cm along the cross-section, then dehydrated across an ethanol gradient, cleared with xylene, embedded in paraffin wax, and sectioned at a thickness of 4 μm. The intestinal tissues were stained with hematoxylin and eosin (HE). Images were observed under an Olympus BX51 microscope equipped with CCD DP70 video camera (Olympus Optical, Tokyo, Japan). The villus height and crypt depth were measured using Image-Pro Plus (Version 5.1, Media Cybernetics, Silver Spring, MD, USA), and the ratio of the villus height to crypt depth (VH/CD) was calculated.
RNA extraction and qRT-PCR
After 0.5–1 cm duodenum and colon tissues were cut into pieces, the pieces were added to 1 mL of TRIzol (Takara, Dalian, China) for RNA extraction. The quality of RNA was examined by NanoDrop ND-2000 Spectrophotometer (Nano-Drop, USA). Afterward, total RNA was reversely transcribed at 37 °C for 15 min, 85 °C for 5 s and 4 °C for 10 min using a PrimeScript™ kit (Takara, Dalian, China). The primers of GAPDH, AQP1, AQP3, AQP4, ZO-1, and Occludin, designed by Primer 3.0 plus, are shown in Table 2. qRT-PCR was performed by Agilent Mx3000P QPCR (Stratagene, USA) using the SYBR® Premix Ex Taq™ II Kit (Takara, Dalian, China). The qRT-PCR cycling conditions were as follows: 95 ℃ for 30 s, 95 ℃ for 5 s, 60 ℃ for 30 s, 72 ℃ for 30 s, 95 ℃ for 15 s, 60 ℃ for 1 min, 95 ℃ for 15 s, and repeated for 40 cycles. GAPDH was utilized as internal control, and the expression levels of the target gene were assessed using the 2−ΔΔ Ct method.
Table 2.
Gene | Primer sequences (5′→3′) | Product (bp) | Accession no. |
---|---|---|---|
GAPDH |
Forward: TGTGGATCAGCAAGCAGGAG Reverse: ACGCAGCTCAGTAACAGTCC |
87 | NM_001289726.1 |
AQP1 |
Forward: TTCCTGGTCTCAGAGCTTCC Reverse: TGGGTCCCTCACTTTCACTC |
91 | NM_007472.2 |
AQP3 |
Forward: CTTGTGATGTTTGGCTGTGG Reverse: AAGCCAAGTTGATGGTGAGG |
85 | NM_016689.2 |
AQP4 |
Forward: GTGTCTGTGGCAGCGAGATA Reverse: GCATCTGCCTCAGAACATGA |
116 | NM_001308641.1 |
ZO-1 |
Forward: TTCAGCAGCAACAGAACCAG Reverse: CGATCGTCATGCAAATCAAG |
88 | XM_006540786.4 |
Occludin |
Forward: GAATGGCAAGCGATCATACC Reverse: CTGCCTGAAGTCATCCACAC |
106 | NM_001360536.1 |
Identification of compounds in SD and FSD
The freeze-dried samples (n = 6) were crushed using a mixer mill (MM400, Retsch, Laichi, Germany) for 1.5 min at 30 Hz. Approximately 100 mg of powder was extracted overnight at 4 ℃ with 0.6 mL of 70% aqueous methanol. Following centrifugation at 10,000g for 10 min, the extracts were collected and filtered before UPHLC-MS/MS analysis.
The sample extracts were analyzed using a 1290 UHPLC system (Agilent Technologies, La Jolla, CA, USA) combined with quadrupole time-of-flight mass spectrometer (QTOF) 6600 (AB Sciex, Redwood City, CA, USA). The chromatographic separations were performed on an Agilent Eclipse Plus C18 column (1.8 μm, 2.1 mm × 100 mm, Milford, MA, USA) with the column temperature at 40℃. The mobile phases were pure water with 0.04% acetic acid (A) and acetonitrile with 0.04% acetic acid (B). The gradient program was performed as follows: the starting conditions of 95% A, 5% B, a linear gradient to 5% A, 95% B within 10 min, a composition of 5% A, 95% B kept for 1 min, and subsequently, a composition of 95% A, 5% B was adjusted within 0.10 min and kept for 2.9 min. The injection volume was 4 µL.
As described by Yang et al. [22], QTOF was operated using an electron spray ionization (ESI) in positive and negative ion mode and controlled by Analyst 1.6.3 software (AB Sciex, Waltham, MA, USA) to evaluate the full scan survey MS data. The ESI source operation parameters were as follows: source temperature 550 ℃; ion spray voltage (IS) 5500 V (positive ion mode)/-4500 V (negative ion mode); ion source gas I, gas II, and curtain gas were set at 50, 60, and 30.0 psi, respectively.
Statistical analysis
All data were presented as means ± SEM. The significance between different groups was determined by analysis of variance (ANOVA) as implemented in Graph Pad Prism 6.0 (GraphPad Software Inc., San Diego, CA, USA), followed by Tukey’s test, with p < 0.05 being considered statistically significant.
Result
Disruption of intestinal flora by antibiotics-triggered diarrhea in mice and alleviation of treatments
To investigate the effects of TCM and fermented TCM (FTCM) on AAD, the related indexes were detected in BC, CS, CS + LP, CS + BD, CS + SD, CS + SHD, CS + FBD, CS + FSD, and CS + FSHD groups. Figure 1 presents the data on stool weight, total number of fecal output and fecal water content. Compared to the BC group, the CS group showed a significant increase in fecal water content on 1st day (p < 0.05) (Fig. 1A1). Notably, on 4th day and 7th day, the CS group exhibited a significant increase in stool weight, total number of fecal output, and fecal water content compared to the BC group (p < 0.05) (Fig. 1B and C), indicating the occurrence of diarrhea. Meanwhile, compared to the CS group, the total number of fecal output was significantly decreased in the seven treatment groups (p < 0.05), and the fecal water content significantly decreased in the CS + BD, CS + FBD, CS + FSD, and CS + FSHD groups (Fig. 1B2,3). As shown in Fig. 1C, the stool weight and fecal water content significantly decreased in the seven treatment groups (p < 0.05), indicating an alleviation of symptoms by TCM, LP, and FTCM. In the CS + FSD group, the stool weight, total number of fecal output, and fecal water content were remarkably decreased (p < 0.05) from 4th day to day 7th day compared to the CS group. However, this was not observed in the CS + SD and CS + LP groups (Fig. 1B and C), which suggests that FSD imparts a continuous therapeutic effect.
Then, a bacterial culture test was performed to examine whether the above symptoms were accompanied by a disruption in gut bacterial composition. The results of live bacterial counting are presented in Fig. 2. Compared to the BC group, the number of lactobacilli in the feces of the CS group significantly decreased from 1st day to 7th day (p < 0.05). Besides the CS + LP group, there was no significant increase compared to the CS group in the other six treatment groups on 7th day (Fig. 2A). On 1st day, 4th day, and 7th day, the number of bifidobacteria in the CS group was significantly lower than that in the BC group (p < 0.05). Compared to the CS group, it significantly increased in the CS + LP, CS + SD, CS + FSD, and CS + FSHD groups on 7th day (p < 0.05) (Fig. 2B). In addition, the number of enterococci in the CS group was significantly lower than the BC group on 4th day and 7th day (p < 0.05). Different from bifidobacteria, the number of enterococci significantly increased in the CS + LP, CS + SD, CS + FBD, and CS + FSD groups compared to the CS group on 4th day and 7th day (p < 0.05) (Fig. 2C). In the CS group, a marked decrease in the abundance of colibacilli was observed on 1st, 4th and 7th days (p < 0.05), and other than in the CS + BD and CS + SD groups, the colibacilli abundance has not recovered on 7th day in the other treatment groups.
Treatments improve gut barrier function in mice with CS-induced dysbacteriosis
The picture of gross anatomical features of the intestines is shown in Fig. 3. The murine intestinal tract is comprised of a central lumen (contains the digesta) and a tube wall (includes mucous membrane, submucosa, muscle layer, and serosa). The small intestine is divided into three segments: the duodenum, jejunum, and ileum. The most proximal part of the small intestine, beginning immediately distal to the pylorus of the stomach, is the duodenum, which is associated with the pancreas and forms a U-shaped loop to the level of the umbilicus. The duodenum then transitions to the jejunum which represents the majority of the small intestine. The jejunum is slightly thicker than the duodenum. The jejunum is followed by a shorter segment of ileum which represents the terminal portion of the small intestine which connects to the cecum. The defining feature of the small intestine is the finger-like villus projections which are tallest in the duodenum and gradually decrease in length distally towards the ileum [23]. The morphology of small intestines is shown in Figs. 4, 5 and 6. The structure of duodenal, jejunal, and ileal villi in the BC group was normal, arranged neatly and evenly, and the villi and crypt were well demarcated and basically intact without obvious pathological changes. In the CS group, the duodenum, jejunum, and ileum were damaged to different degrees, as manifested by villus atrophy, dissolution, damage, irregularly arranged epithelial cells, partially detached, intestinal gland injury, and enterocyte cytoplasmic vacuolation. The intestinal tissues of mice from different treatment groups exhibited alleviation. Compared to the CS group, the degree of damage to mucosal tissues in the duodenum, jejunum, and ileum was significantly reduced in the other treatment groups. Figure 4A and C show a reduction in villi height and VH/CD in the duodenum (p < 0.05) in the CS group, whereas the villus height was increased in the CS + LP, CS + BD, CS + SD, CS + FBD, and CS + FSD groups (p < 0.05). Interestingly, the VH/CD of the duodenum was markedly increased only in the CS + SD and CS + FSD groups (p < 0.05). Figure 5 shows that mice with CS exhibited lower villus height and VH/CD in the jejunum than mice in the BC group (p < 0.05), and crypt depth was enhanced in the CS + LP group compared to the CS group (p < 0.05). The VH/CD significantly increased in the CS + SD, CS + FBD, CS + FSD groups compared to the CS group (p < 0.05). Analogously, the mice treated with CS had shorter villus height and VH/CD in the ileum than mice in the BC group (p < 0.05) (Fig. 6C). In contrast within the jejunum, the villus height of the ileum was enhanced in the CS + SHD group, and VH/CD was markedly improved in the CS + SD, CS + SHD, and CS + FBD groups (p < 0.05).
The mRNA relative expression of aquaporins (AQP1, AQP3, and AQP4) and TJ proteins (ZO-1 and occludin) in the duodenum and colon are presented in Figs. 7 and 8. Compared to the BC group, the mRNA expression levels of AQP1 and ZO-1 were markedly reduced (p < 0.05) in the CS gavaged mice. However, AQP1 mRNA expression levels were enhanced in the CS + LP, CS + BD, and CS + FSD groups compared to the CS group (p < 0.05). In addition, ZO-1 expression was markedly increased in the CS + LP, CS + BD, and CS +SD groups compared to the CS group (p < 0.05). Furthermore, compared to the BC group, the mRNA expression levels of AQP4 did not significantly decrease in the CS group, compared to the CS group, but was enhanced in the CS + FSD group (p < 0.05) (Fig. 7).
As seen in Fig. 8, the mRNA expression levels of AQP1 and ZO-1 increased (p < 0.05) in the other treatment groups compared to the CS group. In addition, the occludin mRNA expression levels were significantly higher in the CS + BD, CS + SD, CS + SHD, and CS + FSD groups than in the CS group (p < 0.05). However, compared to the BC group, the changes in AQP3 and AQP4 mRNA expression were not significant in the other treatment groups.
Identification of compounds in SD and FSD
A principal component analysis (PCA) model was constructed (Fig. 9A). The aggregation trend of the two groups was separated in this model, and the spots were clustered. To reveal the significant compounds that are distinct between SD and FSD, an orthogonal partial least squares-discriminant analysis (OPLS-DA) model was established. An obvious separation trend between the two groups was observed (Fig. 9B), and the interpretation rates of the model to the X and Y matrix parameters were R2X = 0.809 and R2Y = 1, meanwhile, the prediction ability Q2Y = 0.997 indicated that the model had excellent reliability and prediction.
Heat map analysis (Fig. 10A) showed the distribution of differential compounds in the SD and FSD groups. Differential compounds were screened out (FC > 1.2, p < 0.05 and VIP > 1), and 121 significantly changed compounds were identified in a volcano plot (Fig. 10B). Among these, 30 compounds in the FSD group were significantly upregulated compared to the SD group such as pyrocatechol, nicotinic acid and (S)-(-)-2-hydroxyisocaproic acid, and 91 compounds were significantly downregulated, including maleic acid, nicotinamide, and poricoic acid. The details are shown in Additional file 1.
The results of functional annotation using Kyoto Encyclopedia of Genes and Genomes (KEGG) are shown in Fig. 11. Six pathways were annotated and determined to be related to more than four significantly different compounds, as follows: biosynthesis of secondary metabolites (11), metabolic pathways (26), 2-oxocarboxylic acid metabolism (4), biosynthesis of amino acids (4), pyrimidine metabolism (5), and purine metabolism (6). The details are shown in Additional file 2.
Discussion
The gut microbiota is a complex ecosystem that carries out several essential functions, including carbohydrate metabolism, interaction with the immune system, and prevention against pathogen invasion [24]. Intestinal flora is susceptible to dysbacteriosis caused by external and internal factors, and antibiotics are one of the major causes [25]. As such, to observe the alleviation of TCM, LP, and FTCM on dysbacteriosis, we established a mouse dysbacteriosis model by intragastric administration of CS. Ceftriaxone is a broad-spectrum, third-generation cephalosporin that is widely used to treat gastrointestinal infections. Repeated overuse of this antibiotic can disrupt the equilibrium of the intestinal flora and cause side effects like AAD [26]. In the present study, increases in stool weight, total number of fecal output, and fecal water content induced by CS indicated a successful establishment of the diarrhea model in mice. Moreover, bacterial culture tests revealed the destruction of specific intestinal flora in mice gavaged with antibiotics, which was similar to the findings of the previous study [27]. Taken together, the above results are consistent with our previous study that found ceftriaxone and ciprofloxacin can cause watery diarrhea and intestinal microbial disorders in animal models [28].
An increasing body of evidence has shown that probiotics inhibit the proliferation of harmful bacteria in the intestine, promote the proliferation of beneficial bacteria, and effectively restore and balance the intestinal flora, which helps in the prevention and treatment of AAD [29]. Notably, previous studies reported that the spleen deficiency type occupies a major proportion of AAD, in response various tonifying Qi-invigorating TCMs are used to cure bowel diseases, treat intestinal flora disorder, enhance immunity, relieve fatigue, and prolong lifespan either as clinical medications or daily diets [7]. Qiweibaizhu powder has been used to effectively treat dysbiosis diarrhea by improving intestinal flora and promoting the reproduction of beneficial bacteria like Bifidobacteria and Lactobacillius [27, 30]. Therefore, probiotics combined with TCM has attracted more attention to balance the gut microbiota to reduce dysbiosis [31].
In this study, the water content of the above animal feces was significantly reduced after continuous treatment with TCM, LP, and FTCM for 7 days, in particular, FSD significantly constantly relieved diarrhea symptoms from 4th day to 7th day, and on 7th day, compared to SD, the fecal water content of mice was markedly decreased in the FSD group. The number of Lactobacillus and Bifidobacterium in mice treated with LP, FSD, and FSHD was significantly increased compared to the CS group, and the number of Colibacillus was significantly decreased, therefore, LP, FSD, and FSHD supported the growth of beneficial flora and cleared intestinal pathogenic bacteria. These findings may be attributable to the altered pH in FSD and FSHD which is in agreement with results of an earlier report in which fermentation-induced low gut pH inhibited the proliferation of Colibacillus [32]. Although BD and SD increased the number of beneficial bacteria, both treatments also promoted the growth of harmful bacteria (Colibacillus), showing that fermentation had more favourable effects than non-fermentation.
The intestine is one of the most important visceral organs, not only for digestion and absorption of nutrients, but also for its innate barrier that protects the body from pathogenic microorganisms. Small intestinal tissue can be assessed by HE staining. The observed severe damage to the small intestine chorionic villi and histomorphological changes suggest that small intestine absorption and barrier function are severely damaged [33]. Studies have shown that TCM has obvious advantages in the treatment of intestinal mucosal barrier dysfunction [34]. He et al. treated broilers with probiotics (Bacillus subtilis, Bacillus licheniformis, and Saccharomyces cerevisiae), which increased the VH/CD in the duodenum [35]. In addition, piglets treated with LP 299v had a lower incidence of diarrhea than the control group, the VH/CD in their jejunum and ileum increased, and the structure of their gut microbiota was altered [36]. After developing diarrhea, the water content in mouse intestines increased, which promoted the softening of feces and stimulated the intestinal mucosa, thus causing mucosal damage. In the present study, the villus height of the duodenum increased after mice were fed with LP, BD, SD, FBD, and FSD; additionally, the VH/CD of the duodenum was markedly increased after the administration of SD and FSD via gavage, similar to the findings of the above studies. In this study, the VH/CD of the jejunum was enhanced in the CS + SD, CS + FBD, and CS + FSD groups, and SHD treatment improved both villus height and the VH/CD of the ileum. Overall, the above treatments promoted intestinal growth and reduced the impact of diarrhea on the intestinal mucosa and epithelial microvilli.
Furthermore, intestinal epithelial cells are connected through tight junctions (TJ), which regulate the intestinal barrier permeability and epithelial integrity. Therefore, TJ proteins are essential for the maintenance of human health [37]. Moreover, ZO-1 and occludins are the most critical components in the structural and functional organization of TJ [38]. Accordingly, the gut flora targets various intracellular pathways, alters the expression and distribution of TJ proteins, and regulates intestinal barrier function [39]. AQPs are water-channel membrane proteins that are expressed in various tissues. Reportedly, at least seven AQP subtypes (AQPs 1, 3, 4, 5, 7, 8, 9, and 11) are expressed in the gastrointestinal tract and play important roles in various physiological and pathological processes [40]. In particular, the distal small intestine and proximal colon are the major sites of expression of AQPs 1, 3, and 4 [41]. Zhang et al. [20] observed that rats with AAD exhibited defective gastrointestinal integrity and improper epithelial organization, with decreased expression of aquaporin-encoding genes, aberrant TJ proteins, as well as the reduced number of goblet cells compared to control animals. Likewise, we found that the AQP1 and ZO-1 mRNA expression levels in the duodenum and colon were significantly attenuated in mice with diarrhea. In addition, these two gene expressions were enhanced in mice after treatment with LP, BD, SD, or FSD. These results coincided with our morphological observations in intestine.
Because FSD was superior to other treatments in most indicators, compounds in SD and FSD were detected by UHPLC-Q-TOF/MS. The results revealed that 30 compounds in FSD were significantly upregulated compared to SD, of which, the four were noteworthy, including (S)-(-)-2-hydroxyisocaproic acid, L-methionine, 4-guanidinobutyric acid (4GBA), and phenyllactate (PLA). (S)-(-)-2-hydroxyisocaproic acid, also known as L-leucine, is a signaling amino acid (AA) in animal metabolism that can elevate villus height in the duodenum and the VH/CD of the duodenum and ileum [42]. Therefore, the upregulated (S)-(-)-2-hydroxyisocaproic acid in FSD might partly attribute to the alleviation of the villus height and VH/CD in the duodenum of diarrhea mice in this study. In addition, L-methionine is an essential AA in humans and other vertebrates. It cannot be synthesized by the body and must be obtained from the diet. Methionine absorption from the gastrointestinal tract is highly efficient [43]. Studies have shown that dietary supplementation of methionine is beneficial to intestinal development and antioxidant function in pigs [44]. Altogether, (S)-(-)-2-hydroxyisocaproic acid and L-methionine may play a significant role in improving the intestinal health of mice with diarrhea. 4GBA is an alkaloid included in guanidino compounds, which inhibits the growth of Helicobacter. pylori in a dose-dependent manner and may be useful in the treatment and/or protection of gastritis [45]. Possessing the same functional group, 4-methylguanidine butyric acid inhibits harmful bacteria and fungi, such as Staphylococcus aureus, Escherichia coli, Saccharomyces cerevisiae, and Aspergillus niger [46]. In the present study, the high 4GBA in FSD might also play a part role in inhibiting the growth of Colibacillus. Importantly, PLA is found in various foods, such as honey, pickles, sourdough, and a variety of fermented foods [47]. It has versatile antimicrobial activity against food-borne pathogenic bacteria [48] and spoilage mold [49]. Furthermore, PLA has great potential for application in food, feeds, and pharmaceuticals. Therefore, increased PLA in FSD could optimize the compositions of intestinal flora in mice with AAD. These four compounds can potentially be utilized to inhibit harmful bacteria and to improve intestinal development.
Conclusions
TCM, LP, and TCM fermented with LP alleviated diarrhea symptoms, regulated the gut flora, and maintained the integrity of the intestinal villi in mice exposed to 4 g/kg CS. Additionally, intestinal barrier function was also improved by TCM, LP, and FTCM through increased expressions of AQPs and TJs. Through UHPLC-Q-TOF/MS, four compounds including (S)-(-)-2-hydroxyisocaproic acid, L-methionine, 4GBA, and PLA in FSD were identified, which might play certain roles in modulating intestinal flora and improving villi structure. Collectively, these findings provide a theoretical basis for the further development and application of TCM, probiotics, and FTCM in clinical use with antibiotics.
Supplementary Information
Acknowledgements
Not applicable.
Abbreviations
- BD
Buzhongyiqi decoction
- SD
Sijunzi decoction
- SHD
Shenlingbaizhu decoction
- TCM
Traditional Chinese medicine
- FTCM
Fermented traditional Chinese medicine
- LP
Lactobacillus plantarum
- AAD
Antibiotic-associated diarrhea
- FSD
Fermented SD
- CS
Ceftriaxone sodium
- UHPLC-Q-TOF/MS
Ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry
- AQPs
Aquaporins
- TJ
Tight junction
- PCA
Principal component analysis
- OPLS-DA
Orthogonal partial least squares-discriminant analysis
- KEGG
Kyoto Encyclopedia of Genes and Genomes
- 4GBA
4-guanidinobutyric acid
- PLA
Phenyllactate
Author contributions
XG: methodology, formal analysis, investigation, writing-original draft preparation; ZY: data curation; JW: data curation; XF: project administration; JK: validation, methodology; RN: project administration; ZS: conceptualization, resources, writing-review & editing preparation, funding acquisition. All authors reviewed the manuscript. All authors read and approved the final manuscript.
Funding
This research was supported by the Program for Natural Science Foundation of Shanxi (Grant No. 201701D121102) and the Horizontal Cooperation Project of Shanxi Agricultural University (Grant No. 2018HX07).
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
Declarations
Ethics approval and consent to participate
All institutional and national guidelines for the care and use of laboratory animals were followed.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Kim S, Covington A, Pamer EG. The intestinal microbiota: antibiotics, colonization resistance, and enteric pathogens. Immunol Rev. 2017;279(1):90–105. doi: 10.1111/imr.12563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Loho T, Dharmayanti A. Colistin: an antibiotic and its role in multiresistant Gram-negative infections. Acta Med Indones. 2015;47(2):157–68. [PubMed] [Google Scholar]
- 3.Stahlmann R, Lode H. Safety considerations of fluoroquinolones in the elderly: an update. Drugs Aging. 2010;27(3):193–209. doi: 10.2165/11531490-000000000-00000. [DOI] [PubMed] [Google Scholar]
- 4.Neuman H, Forsythe P, Uzan A, Avni O, Koren O. Antibiotics in early life: dysbiosis and the damage done. FEMS Microbiol Rev. 2018;42(4):489–99. doi: 10.1093/femsre/fuy018. [DOI] [PubMed] [Google Scholar]
- 5.Jandhyala SM, Talukdar R, Subramanyam C, Vuyyuru H, Sasikala M, Reddy DN. Role of the normal gut microbiota. World J Gastroenterol. 2015;21(29):8787–803. doi: 10.3748/wjg.v21.i29.8787. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Patel R, DuPont HL. New approaches for bacteriotherapy: prebiotics, new-generation probiotics, and synbiotics. Clin Infect Dis. 2015;60(Suppl 2):108–21. doi: 10.1093/cid/civ177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Wang XM, Li XB, Peng Y. Impact of Qi-invigorating traditional Chinese medicines on intestinal flora: a basis for rational choice of prebiotics. Chin J Nat Med. 2017;15(4):241–54. doi: 10.1016/S1875-5364(17)30041-9. [DOI] [PubMed] [Google Scholar]
- 8.Feng WW, Ao H, Peng C, Yan D. Gut microbiota, a new frontier to understand traditional Chinese medicines. Pharmacol Res. 2019;142:176–91. doi: 10.1016/j.phrs.2019.02.024. [DOI] [PubMed] [Google Scholar]
- 9.Chen F, Wen Q, Jiang J, Li HL, Tan YF, Li YH, Zeng NK. Could the gut microbiota reconcile the oral bioavailability conundrum of traditional herbs? J Ethnopharmacol. 2016;179:253–64. doi: 10.1016/j.jep.2015.12.031. [DOI] [PubMed] [Google Scholar]
- 10.Zu XP, Nagle DG, Zhou YD, Zhang WD. Application of intestinal flora in the study of TCM formulae, In: Zhang, W.D, editor, Systems biology and its application in TCM formulas research, Academic Press, 2018, pp. 97-112. ISBN: 978-0-12-812744-5. 10.1016/B978-0-12-812744-5.00005-9.
- 11.Xu C, Ji GE. Bioconversion of flavones during fermentation in milk containing Scutellaria baicalensis extract by Lactobacillus brevis. J Microbiol Biotechnol. 2013;23(10):1422–7. doi: 10.4014/jmb.1305.05001. [DOI] [PubMed] [Google Scholar]
- 12.Wang J, Bose S, Kim H, Han K, Kim H. Fermented Rhizoma Atractylodis Macrocephalae alleviates high fat diet-induced obesity in association with regulation of intestinal permeability and microbiota in rats. Sci Rep. 2015;5:8391. doi: 10.1038/srep08391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Oh J, Jeon SB, Lee Y, Lee H, Kim J, Kwon BR, Yu KY, Cha JD, Hwang SM, Choi KM, Jeong YS. Fermented red ginseng extract inhibits cancer cell proliferation and viability. J Med Food. 2015;18(4):421–8. doi: 10.1089/jmf.2014.3248. [DOI] [PubMed] [Google Scholar]
- 14.Guo R, Guo S, Gao X, Wang H, Hu W, Duan R, Dong TTX, Tsim KWK. Fermentation of Danggui Buxue Tang, an ancient Chinese herbal mixture, together with Lactobacillus plantarum enhances the anti-diabetic functions of herbal product. Chin Med. 2020;15(1):98. doi: 10.1186/s13020-020-00379-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Yim NH, Gu MJ, Park HR, Hwang YH, Ma JY. Enhancement of neuroprotective activity of Sagunja-tang by fermentation with lactobacillus strains. BMC Complem Altern Med. 2018;18:312. doi: 10.1186/s12906-018-2361-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Yan Y, Du CH, Li ZY, Zhang M, Li J, Jia JP, Li AP, Qin XM, Qiang Song Comparing the antidiabetic effects and chemical profiles of raw and fermented Chinese Ge-Gen-Qin-Lian decoction by integrating untargeted metabolomics and targeted analysis. Chin Med. 2018;13:54. doi: 10.1186/s13020-018-0208-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Zhang D, Zhang Y, Gao Y, Chai X, Pi R, Chan G, Hu Y. Translating traditional herbal formulas into modern drugs: a network-based analysis of Xiaoyao decoction. Chin Med. 2020;15(1):25. doi: 10.1186/s13020-020-00302-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Zhang Y, Lu P, Qin H, Zhang Y, Sun X, Song X, Liu J, Peng H, Liu Y, Nwafor EO, Li J, Liu Z. Traditional Chinese medicine combined with pulmonary drug delivery system and idiopathic pulmonary fibrosis: rationale and therapeutic potential. Biomed Pharmacother. 2021;133:111072. doi: 10.1016/j.biopha.2020.111072. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Liu Y, Yang JS, Cai ZW. Chemical investigation on Sijunzi decoction and its two major herbs Panax ginseng and glycyrrhiza uralensis by LC/MS/MS. Pharmaceut Biomed Anal. 2006;41(5):1642–7. doi: 10.1016/j.jpba.2006.02.033. [DOI] [PubMed] [Google Scholar]
- 20.Zhang WD, Zhu B, Xu JH, Liu YY, Qiu EQ, Li ZJ, Li ZC, He Y, Zhou HW, Bai Y, Zhi FC. Bacteroides fragilis protects against antibiotic-associated diarrhea in rats by modulating intestinal defenses. Front Immunol. 2018;9:1040. doi: 10.3389/fimmu.2018.01040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Umer S, Tekewe A, Kebede N. Antidiarrhoeal and antimicrobial activity of Calpurnia aurea leaf extract. BMC Complem Altern Med. 2012;13:21. doi: 10.1186/1472-6882-13-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Yang W, Su Y, Dong GQ, Qian GT, Shi YH, Mi YL, Zhang YM, Xue JP, Du W, Shi TX, Chen SL, Zhang Y, Chen QF, Sun W. Liquid chromatography-mass spectrometry-based metabolomics analysis of flavonoids and anthraquinones in Fagopyrum tataricum L. Gaertn. (tartary buckwheat) seeds to trace morphological variations. Food Chem. 2020;331:127354. doi: 10.1016/j.foodchem.2020.127354. [DOI] [PubMed] [Google Scholar]
- 23.Williams JM, Duckworth CA, Vowell K, Burkitt MD, Pritchard DM. Intestinal preparation techniques for histological analysis in the mouse. Curr Protoc Mouse Biol. 2016;6(2):148–68. doi: 10.1002/cpmo.2. [DOI] [PubMed] [Google Scholar]
- 24.Marques TM, Holster S, Wall R, König J, Brummer RJ. Correlating the gut microbiome to health and disease, In: Hyland N, Stanton C, editors, The Gut-Brain Axis, Academic Press, 2016, p. 261–291. ISBN: 978-0-12-802304-4. 10.1016/B978-0-12-802304-4.00012-8.
- 25.Kabbani TA, Pallav K, Dowd SE, Galvez JV, Vanga RR, Castillo NE, Hansen J, Dennis M, Leffler DA, Kelly CP. Prospective randomized controlled study on the effects of Saccharomyces boulardii CNCM I-745 and amoxicillin-clavulanate or the combination on the gut microbiota of healthy volunteers. Gut Microbes. 2017;8(1):17–32. doi: 10.1080/19490976.2016.1267890. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Li M, Li WH, Wen S, Liu YH, Li T. Effects of ceftriaxone-induced intestinal dysbacteriosis on dendritic cells of small intestine in mice. Microbiol Immunol. 2013;57(8):561–8. doi: 10.1111/1348-0421.12068. [DOI] [PubMed] [Google Scholar]
- 27.Zeng A, Zhang HL, Tan ZJ, Cai Y, Cai GX, Zhou SN. The construction of mice diarrhea model due to dysbacteriosis and curative effect of ultra-micro Qiweibaizhusan. Microbiol China. 2012;39:1341–8. [Google Scholar]
- 28.Wang J, Guo X, Li R, Wang JX, Wang XW, Sun ZL. Effects of ceftriaxone sodium and ciprofloxacin on intestinal flora in mice. Prog Vet Med. 2020;41(1):66–70. [Google Scholar]
- 29.Tian P, Xu B, Sun HX, Li XY, Li Z, Wei PJ. Isolation and gut microbiota modulation of antibiotic-resistant probiotics from human feces. Diagn Microbiol Infect Dis. 2014;79(4):405–12. doi: 10.1016/j.diagmicrobio.2014.04.002. [DOI] [PubMed] [Google Scholar]
- 30.Guo KX, Tan ZJ, Xie MZ, She Y, Wang XH. The synergic effect of ultra-micro powder Qiweibaizhusan combined with yeast on dysbacteriotic diarrhea mice. Chin J Appl Environ Biol. 2015;21(1):61–7. [Google Scholar]
- 31.Qu QS, Yang F, Zhao CY, Liu X, Yang PS, Li ZX, Han L, Shi XY. Effects of fermented ginseng on the gut microbiota and immunity of rats with antibiotic-associated diarrhea. J Ethnopharmacol. 2021;267:113594. doi: 10.1016/j.jep.2020.113594. [DOI] [PubMed] [Google Scholar]
- 32.Che LQ, Xu Q, Wu C, Luo YH, Huang XB, Zhang B, Auclair E, Kiros T, Fang ZF, Lin Y, Xu SY, Feng B, Li J, Wu D. Effects of dietary live yeast supplementation on growth performance, diarrhoea severity, intestinal permeability and immunological parameters of weaned piglets challenged with enterotoxigenic Escherichia coli K88. Brit J Nutr. 2017;118(11):949–58. doi: 10.1017/S0007114517003051. [DOI] [PubMed] [Google Scholar]
- 33.Chen Z, Xie J, Hu MY, Tang J, Shao ZF, Li MH. Effect of γ-aminobutyric acid on digestive enzymes, absorption function, and immune function of intestinal mucosa in heat-stressed chicken. Poultry Sci. 2015;93(10):2490–500. doi: 10.3382/ps.2013-03398. [DOI] [PubMed] [Google Scholar]
- 34.Long CX, Shao HQ, Luo CY, Yu R, Tan ZJ. Bacterial diversity in the intestinal mucosa of dysbiosis diarrhea mice treated with Qiweibaizhu powder. Gastroent Res Pract. 2020;2020:9420129. doi: 10.1155/2020/9420129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.He TF, Long SF, Mahfuz S, Wu D, Wang X, Wei XM, Piao XS. Effects of probiotics as antibiotics substitutes on growth performance, serum biochemical parameters, intestinal morphology, and barrier function of broilers. Anim Basel. 2019;9(11):985. doi: 10.3390/ani9110985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Wang Q, Sun Q, Qi RL, Wang J, Qiu XY, Liu ZH, Huang JX. Effects of Lactobacillus plantarum on the intestinal morphology, intestinal barrier function and microbiota composition of suckling piglets. J Anim Physiol Anim Nutr. 2019;103(6):1908–18. doi: 10.1111/jpn.13198. [DOI] [PubMed] [Google Scholar]
- 37.Robinson K, Deng Z, Hou YQ, Zhang GL. Regulation of the intestinal barrier function by host defense peptides. Front Vet Sci. 2015;2(6):57. doi: 10.3389/fvets.2015.00057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Suzuki T. Regulation of intestinal epithelial permeability by tight junctions. Cell Mol Life Sci. 2013;70(4):631–59. doi: 10.1007/s00018-012-1070-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Ulluwishewa D, Anderson RC, McNabb WC, Moughan PJ, Wells JM, Roy NC. Regulation of tight junction permeability by intestinal bacteria and dietary components. J Nutr. 2011;141(5):769–76. doi: 10.3945/jn.110.135657. [DOI] [PubMed] [Google Scholar]
- 40.King LS, Kozono D, Agre P. From structure to disease: the evolving tale of aquaporin biology. Nat Rev Mol Cell Bio. 2004;5(9):687–98. doi: 10.1038/nrm1469. [DOI] [PubMed] [Google Scholar]
- 41.Cao MW, Yang M, Ou ZY, Li DY, Geng LL, Chen PY, Chen H, Gong ST. Involvement of aquaporins in a mouse model of rotavirus diarrhea. Virol Sin. 2014;29:211–7. doi: 10.1007/s12250-014-3469-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Sun YL, Wu ZL, Li W, Zhang C, Sun KJ, Ji Y, Wang B, Jiao N, He BB, Wang WW, Dai ZL, Wu GY. Dietary L-leucine supplementation enhances intestinal development in suckling piglets. Amino Acids. 2015;47(8):1517–25. doi: 10.1007/s00726-015-1985-2. [DOI] [PubMed] [Google Scholar]
- 43.Mastrototaro L, Sponder G, Saremi B, Aschenbach JR. Gastrointestinal methionine shuttle: priority handling of precious goods. IUBMB Life. 2016;68(12):924–34. doi: 10.1002/iub.1571. [DOI] [PubMed] [Google Scholar]
- 44.Su WP, Zhang H, Ying ZX, Li Y, Zhang LG, Zhang LL, Wang T. Effect of dietary methionine supplementation on intestinal development and antioxidant function in growing pigs with intrauterine growth retardation. Food Sci. 2018;39:132–8. [Google Scholar]
- 45.Hwang IY, Jeong CS. Inhibitory effects of 4-Guanidinobutyric acid against gastric lesions. Biomol Ther. 2012;20(2):239–44. doi: 10.4062/biomolther.2012.20.2.239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Guo R, Zhao YY, Wei P, Lai X, Sun J, Guo YX, Long XJ. Synthesis, characterization and bacterization and bacteriostatic activity of 4-methylguanidine butyric acid. Sci Technol Food Ind. 2011;32(1):87–9. [Google Scholar]
- 47.Sun DQ, Li HF, Song DW, Zhang LP, Zhao X, Xu XX. Genome, transcriptome and fermentation analyses of Lactobacillus plantarum LY-78 provide new insights into the mechanism of phenyllactate biosynthesis in lactic acid bacteria. Biochem Biophys Res Commun. 2019;519(2):351–7. doi: 10.1016/j.bbrc.2019.09.011. [DOI] [PubMed] [Google Scholar]
- 48.Ning YW, Yan AH, Yang K, Wang ZX, Li XF, Jia YM. Antibacterial activity of phenyllactic acid against Listeria monocytogenes and Escherichia coli by dual mechanisms. Food Chem. 2017;228:533–40. doi: 10.1016/j.foodchem.2017.01.112. [DOI] [PubMed] [Google Scholar]
- 49.Crowley S, Mahony J, Sinderen DV. Current perspectives on antifungal lactic acid bacteria as natural bio-preservatives. Trends Food Sci Tech. 2013;33(2):93–109. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.