Xuesanqi ameliorates DSS-induced colitis in mice by mediating gut microbiota dysbiosis and modulating MAPK/ERK/JNK pathway
Abstract
This study aimed to evaluate the therapeutic properties of the traditional Chinese medicine Xuesanqi (XSQ, from the rhizome of Polygonum amplexicaule D. Don) in treating ulcerative colitis. We hypothesized that its many active components can alleviate symptoms of colitis by regulating the gut microbiota, its metabolites, and various signaling pathways. To test our hypotheses, we designed a DSS- induced colitis model in C57BL/6 male mice. Apparent metrics were evaluated in each group of mice and performed histological analysis of relevant tissues. The gut microbial composition was analyzed by 16S rRNA sequencing of bacteria. Simultaneously, the SCFAs content was detected by gas chromatography, inflammatory factor secretion was evaluated by ELISA or western-blot, the expression of tight junction protein and key proteins of the MAPK signaling pathway were analyzed by western-blot. Our result showed that the treatment with XSQ alleviated significant various symptoms such as weight loss, blood in stool, and shortening of colon. In addition, XSQ treatment restored the dysregulated gut microbiota in colitis mice, increased short chain fatty acids (SCFAs) and normalized the MAPK/ERK/JNK signaling pathways, promoted expression of tight junction protein Occludin, Claudin-1, and E-cadherin proteins. Furthermore, we also observed a dose-dependent pattern in these treatment responses. These findings demonstrated the active components of XSQ is a promising new treatment platform for ulcerative colitis.Graphical Abstract
Keywords
Colitis Xuesanqi Gut microbiota Short chain fatty acids (SCFas) MAPK/ERK/JNK signaling pathway Tight junction (T.J.) protein1 Introduction
Colitis is a persistent and sometimes refractory inflammatory bowel disease (IBD) with untold etiology [1]. Current literature indicates environmental exposure, luminal factors, genetic heredity, and immune response as possible causes [1-5]. Symptoms of colitis include diarrhea, abdominal pain, and blood in stool. These quality-of-life-altering symptoms made rapid remission a priority in colitis treatment. Conventional treatment of colitis is the administration of 5-aminosalicylic acid drugs or corticosteroid injections in more advanced cases [5]. However, in many cases, these treatments have failed to prevent relapse or suppress negative symptoms altogether [6]. Colitis significantly elevates patients' risk of developing serious complications and colorectal cancer, while there is a lack of effective treatment with miniature side effects [7].
Lately, gut microbiota has been a focal point of colitis studies. Current literature reports that colitis patients' gut microbiota has impaired diversity and balance, and the dysregulated gut microbiota may play a significant role in colitis's manifestation. Veltkamp et al. found that a sterile environment prevents intestinal inflammation in genetically susceptible mice; conversely, implanting pathogenic bacteria or intestinal microbiota from colitis patients into healthy mice induced inflammation and leads to a strong immune response that exacerbates the inflammation [8]. Another study argued that probiotics found in breast milk, such as Lactococcus and Bifidobacterium, may help prevent colitis by regulating the gut microbiota and its metabolites as well as maintaining the integrity of the intestinal barrier [9]. In addition, short-chain fatty acids (SCFAs), metabolites from the gut microbiota, are thought to improve autoimmunity. Thus, modulating the imbalance of the gut microbiota and increasing the levels of SCFAs may play an important role in the treatment of colitis.
The root of the rhizome of Polygonum amplexicaule D. Don, locally known as Xuesanqi (XSQ), is a widely used herbal medicine in Enshi Ethnic Minority Area, Hubei Province, China. Traditional Chinese Medicine (TCM) texts recorded that XSQ has the properties of clearing away heat and detoxifying, activating blood circulation and removing blood stasis, and is traditionally used for treatment of gastroenteritis and dysentery [10]. Modern pharmacological studies have shown that XSQ has antibacterial, anti-inflammatory, and anti-atherosclerotic effects, but its therapeutic studies in colitis have not been reported, while the clinical symptoms of colitis are similar to those of diarrhea and gastroenteritis. Therefore, we hypothesize that XSQ can alleviate colitis's pathological symptoms by regulating intestinal flora imbalance and increasing the content of SCFAs, which are metabolites of flora. Moreover, SCFAs can inhibit the activation of intracellular inflammatory signaling pathway by activating cell membrane surface G-protein-coupled receptors, thus inhibiting the secretion of inflammatory factors suppressing the inflammatory response, and promoting the repair of intestinal homeostasis; moreover, the recovery of colitis is related to the expression of tight junction proteins, so can XSQ promote the expression of tight junction proteins? It is worth exploring.
To verify our hypothesis, we designed a mouse clinical trial that featured DSS-induced mice colitis models. The main outcome of interest is measurable colitis-related symptoms, such as changes in gut microbial composition, SCFA levels, inflammatory signaling pathways, and more. In this study, our result propounded that XSQ can induce remission of symptoms in colitis mice, including decreased disease activity index (DAI), and longer colon length in colitis mice. Besides the above metrics, XSQ restored the imbalance in gut microbiota populations, and increased metabolism of SCFAs, especially acetic acid and propionic acid. We further observed that XSQ can upregulate the expression of tight junction proteins, such as Occludin, Claudin-1, and E-cadherin, and improve the integrity of the intestinal barrier. Additionally, XSQ can relieve the inflammatory response by regulating the secretion of inflammatory cytokines IL-6, IL-1β, anti-inflammatory cytokine IL-10, and so on. These discoveries support our hypothesis that XSQ promotes the recovery of colitis. XSQ may offer a superior alternative to current colitis treatment in the future. Our research has highlighted the remarkable potential of repurposing TCM, while also establishing a robust framework for future translational medicine research.
2 Result
2.1 UPLC-Q-TOF–MS/MS analysis of XYKJP components
To elucidate the chemical profile of the XSQ extract, a comprehensive UPLC-Q-TOF–MS/MS analysis was performed following a stringent chromatographic cleanup process. The analysis of these components showed that they have a certain content, which indicates that they may be the material basis for pharmacological activity. The precise concentrations of quinic acid (4.02 mg/g), gallic acid (1.93 mg/g), ferulic acid (0.62 mg/g), (+)-catechin-5-O-glucoside (0.33 mg/g), rock cabbage (0.59 mg/g), epicatechins (0.81 mg/g), epicatechin gallate feruloylquinic acid (10.81 mg/g), epicatechin-3-O-(3-O-methyl) gallate (1.54 mg/g) underscore its importance as key biomarkers for the quality assessment of the botanical material in question (Fig. 1).
Analysis of active components in XSQ by UPLC-Q-TOF–MS/MS. Peak 1: Quinic acid; Peak 2: Gallic acid; Peak 3: Ferulic acid; Peak 4: (+)-catechin-5-O-glcolitisoside; Peak 5: Rock cabbage; Peak 6: Epicatechins; Peak 7: Epicatechin gallate Feruloylquinic acid; Peak 8: Epicatechin-3-O-(3-O-methyl) gallate
2.2 Response to treatment and dose–response study
The potential of XSQ to alleviate colitis symptoms was explored. As Fig. 2A, B shows, the weight in the DSS group had a significant decrease, and the DAI scores had a significant increase compared to the Ctrl group, which was significantly reversed in the XSQ treatment group in a clear dose-dependent difference (P < 0.05). In addition, as illustrated in Fig. 2C, there was a clear dose-dependent difference in blood in the stool, with mice treated at higher doses tending to have less severe symptoms.
XSQ alleviates DSS-induced colitis symptoms and is safe. A Each group's mice body weight changed daily within ten days. B The result of the DAI score was estimated daily. C The result of representative stool observations for each group of mice. D, E The result of each group's mice colon length was measured and then calculated. F, G The result of representative H & E images of the colon (scale bars = 200 μm) were captured to obtain the pathological evaluation. H-M The thymus, spleen, heart, liver, lung, and kidney indices were calculated. Data were expressed as ± SEM (n = 10), *P < 0.05, **P < 0.01, ***P < 0.001
When there is inflammation or ulceration in the colon tissue, the colon compensatorily contracts and becomes shorter. The severity of inflammation and ulceration may be reflected in the degree of colon shortening. We observed statistically significant shortening of the colon in the DSS group. Conversely, the shortening of the colon is significantly less severe in the XSQ group with dose-dependent differences (Fig. 2D, E). In addition, histological analysis revealed severe inflammatory cell infiltration in the colon as well as evident lesions of goblet cells in the DSS group; however, XSQ could significantly alleviate colon damage and inflammatory infiltrate (Fig. 2F, G). These observations, in combination, showed that XSQ treatment can improve symptoms in DSS-induced colitis, and there is a dose-dependent response in the degree of remission.
At the same time, we evaluated relevant organ indices to assess the safety of XSQ administration. As was shown in Fig. 2H, I, XSQ increases the thymus index while decreasing the spleen index. Moreover, XSQ does not affect heart, liver, lung and kidney indices. The above results indicate that XSQ is not only effective for colitis but also is safe.
2.3 XSQ modulates cytokine secretion in DSS-induced colitis mice
Dysregulated cytokines are strongly associated with the manifestation of colitis. To explain this association, the inflammatory mediators NO and MPO were examined first, and it was found that XSQ significantly reduced their levels (Fig. 3A, B). Next, we used the ELISA and the western blot methods to access the various cytokines in the colon tissues. The comparison of various pathways, including TNF-α, IL-1β, IFN-γ, IL-6, and IL-10 is visualized respectively in Fig. 3. In the DSS group, the results showed a significant increase in TNF-α, IL-1β, and IFN-γ, respectively. However, XSQ can suppress their secretion dose-dependently (Fig. 3C–E). In addition, we assessed the expression of inflammatory factors of IL-6 and IL-10 using western blot to confirm the anti-inflammatory effects of XSQ further. The results showed a significant decrease in IL-10 protein expression and an increase in IL-6 protein expression in the DSS group. In contrast, XSQ can significantly reverse these inflammatory factors' imbalance outcomes in a dose-dependent manner, indicating that XSQ treatment effectively suppresses the inflammatory reactions of DSS-induced colitis (Fig. 3F–H, P < 0.05 or P < 0.01). Therefore, based on these results, the anti-inflammatory efficacy of XSQ is exciting.
XSQ regulates the inflammatory cytokine expression in DSS-induced colitis mice. A, B The result of the MPO and NO activity of colon tissues; C–E The ELISA statistical results of TNF-α, IL-1β, and IFN-γ. F The representative images of western blotting of IL-6 and IL-10. F–H The expressional changes statistical results of IL-6 /β-Actin and IL-10 /β-Actin protein by Image J software. Data were expressed as ± SEM (n = 3), P < 0.05, **P < 0.01, ***P < 0.001
2.4 Result of 16s rRNA sequencing
The 16 s rRNA sequencing results yielded 1, 657, 766 high-quality tag sequences. After visualization, we observed parallel smooth curves with shallow slopes in the Shannon index plot. This result indicates that, between different groups, there are differences in species richness but a uniform distribution of species evenness (Fig. 4A, B). We plotted Venn diagrams to show results for operational taxonomic units (OTUs). The Ctrl group, DSS group, and XSQ group had 928, 804, and 913 unique OTUs, respectively, and shared 584 common OTUs (Fig. 4C). Next, we compared the α-diversity and β-diversity of gut microbiota between groups using QIIME 2™ (National Institutes of Health, U.S.) [11]. We found that the α- diversity in the XSQ group increased significantly in response to treatment, while β diversity remained unchanged (Fig. 4E–H). Principal Coordinates Analysis (PCoA) suggested that DSS-induced colitis significantly altered the diversity of bacterium in the DSS group, while the XSQ group and the Ctrl group had less difference. These results suggest that XSQ treatment can regulate the gut microbiota imbalance in DSS-induced colitis mice (Fig. 4D).
SXQ regulates gut microbiota imbalance DSS-induced colitis in mice. A Dilution Curve; B Shannon's index curve; C Venn diagrams; D The figure of PCoA based on binary_jaccard distance algorithm. E ACE index; F Chao index; G Simpson index; H Shannon index; I Changes in the relative abundance of intestinal flora at the genus level; J Differential bacterial abundance changes at the genus level. Data were expressed as ± SEM (n = 7), ##P < 0.01 vs Ctrl group; P < 0.05, **P < 0.01 vs DSS group
2.5 XSQ regulates gut microbiota in DSS-induced colitis mice
We carried out quantitative studies of species abundance to identify species with significant changes in abundance. Compared to the Ctrl group, the DSS group significantly decreased in abundance in 16 genera, including Helicobacter, Candidatus Saccharismonas, Lactobacillus, Dubosiella, Alloprevotella, Lachnospiraceae COLITISG-006, and more. Simultaneously, a significant increase in abundance in 16 genera, including Lachnospiraceae NK4A136-group, unclassified Desulfovibrionaceae, Parasutterella, Oscillibacter, GCA-900066575, Blautia, Acinetobacter, and more. Compared to the DSS group, the XSQ group significantly decreased in 18 genera, including unclassified Oscillospiraceae, Parasutterella, Oscillibacter, Odoribacter, unclassified Peptococcaceae, Bilophila, and more. Simultaneously, significant increase in 30 genera, including unclassified Muribaculaceae, Lactobacillus, Eubacterium Ruminatium Group, Parabacteroides, Alloprevotella, Dubosiella, and more. Overall, XSQ treatment can reverse 37.5% and 37.5% of genera increase and decrease in species abundance, respectively, indicating that XSQ can help regulate the imbalance in gut microbiota caused by DSS-induced colitis. We used a linear discriminant analysis effect size approach (LDA) to identify general changes associated with each group. We identified 6 genera associated with the XSQ group, 9 with the DSS group, and 11 with the Ctrl group using a score of more than 4 as a threshold [12] (Fig. 5A, B).
SXQ regulates gut microbiota imbalance DSS-induced colitis in mice. A Linear discriminant analysis (LDA) of taxa in three experimental groups; B Linear Discriminant Analysis (LDA) Scores
2.6 XSQ promoted the production of short-chain fatty acids and activated the G-protein-coupled receptors
Balanced secretion of SCFAs is a pivotal indicator of the heterogeneous relationship between the host and the gut microbiota. SCFAs are one of the metabolites of intestinal flora, and the above results show that XSQ promotes the abundance of short-chain fatty acid-producing beneficial bacteria (Fig. 6A). We used the G.C. method to measure the secretion of SCFAs in the cecum. As Fig. 6B–G shows, we observed a significant decrease in the levels of acetic acid, propionic acid, butyric acid, and valeric acid compared to the Ctrl group in the DSS group. However, XSQ markedly increased the levels of acetic acid (Fig. 6B) and propionic acid (Fig. 6C), at the same time increasing the trend in butyric and valeric acid content in the XSQ group (Fig. 6E, G) while the content of isovaleric acid was slightly reduced in the XSQ group (Fig. 6F). These results indicate that XSQ treatment restores the dysregulation of SCFAs levels in DSS-induced colitis.
XSQ promoted the secretion of SCFAs and the expression of the GPR41/43/109A gene. A Heatmap analysis of the correlation between differential Bacteria and SCFAs; B Acetic acid content; C Propionic acid content; D Isobutyric acid content; E Butyric acid content; F Isovaleric acid content; G Valeric acid content; H The mRNA level of GPR41; I The mRNA level of GPR43; J The mRNA level of GPR109A. Data were expressed as ± SEM (n = 3), ##P < 0.01 vs DSS group; P < 0.05, **P < 0.01 vs Ctrl group
SCFAs can activate G-protein receptors, such as GPR41/43/109A, on the membrane of intestinal epithelial cells, thus inducing a series of physiological activities in the intestinal epithelial cells, such as inhibition of the inflammatory response. Thus, the mRNA of GPR41/43/109A was detected. The results showed that the GPR41/43/109A mRNA significantly decreased in the DSS group, whereas XSQ can increase their mRNA expression (Fig. 6H–J). These results suggest that XSQ exerts a therapeutic effect on colitis by regulating the production of SCFAs and promoting the expression of the GPR41/43/109A mRNA.
2.7 XSQ suppressed activation of MAPK/ERK/JNK pathway
They were based on XSQ activating the GPR41/43/109A receptor and inhibiting the intracellular inflammatory response. Moreover, mitogen-activated protein kinase (MAPK) is a class of highly conserved signaling modules in eukaryotic cells. It is an essential member of the link between intra- and extracellular responses, mediating the transmission of extracellular signaling stimuli into the cell and regulating cellular processes such as growth, differentiation, migration, and inflammation [13]. In mammals, the family of MAPKs is divided into three main classes: extracellular signal-regulated kinases (ERK), c-Jun amino-terminal kinases (JNK), and p38 MAPK kinases. Various extracellular stimuli, including inflammatory cytokines, growth factors, cellular stress, etc., can activate the MAPK pathway. To explore how XSQ interacts with these pathways, we measure critical proteins in the MAPK/ERK/JNK pathway signaling. In the DSS group, we observed a significant increase in protein expression p-p38, p-JNK, and p-ERK compared to the Ctrl group. However, XSQ significantly inhibited the expression of p-P38, p-P38, and p-ERK protein (Fig. 7). The results showed that XSQ treatment inhibited MAPK/ERK/JNK pathway activation and alleviated colitis-related symptoms.
XSQ suppressed activation of MAPK pathway. A The representative images of western blotting of p-p38, p38, p-JNK, JNK, p-ERK, and ERK protein. B–D The expressional changes statistical results of p-P38/ P38, p-JNK/ JNK, p-ERK/ ERK protein by Image J software. Data were expressed as ± SEM (n = 3), ##P < 0.01 vs DSS group; P < 0.05, **P < 0.01 vs Ctrl group
2.8 XSQ regulates tight junction proteins to protect the epithelial barrier
Tight junction proteins are a vital component of the epithelial barrier. The barrier filters, determining which ions and proteins can pass through. A disruption to the expression of the junction proteins would compromise the barrier's integrity, allowing unwanted antigens to infiltrate the colon. In the DSS group, we observed significantly decreased Occludin, Claudin, and E-cadherin expression compared to the Ctrl group. This phenomenon was significantly reversed in the XSQ treatment group (Fig. 8A–D).
XSQ improved the gut barrier disruption in colon tissues. A–D The representative images of E-cadherin, Occludin, and Claudin-1 protein and the corresponding expression measured by image J software. Data were expressed as ± SEM (n = 3), ##P < 0.01 vs DSS group; P < 0.05, **P < 0.01 vs Ctrl group
2.9 Correlation analysis between physical and chemical indicators and intestinal microbiota
Spearman's correlation analysis was performed to investigate the relationship between changes in the gut microbiota and related physicochemical indicators in mice with colitis. As shown in Fig. 9, the abundance of bacteria with the greatest change at the genus level was positive (P < 0.05 or P < 0.01) or negative (P < 0.05 or P < 0.01) in relation to the physicochemical indicators associated with colitis.
Correlation analysis of intestinal bacterial changes at genus level with colitis-related physicochemical indicators. P < 0.05, **P < 0.01 and ***P < 0.001 vs Ctrl group
3 Discussion
Colitis is an inflammatory bowel disease with rising global prevalence, characterized by symptoms such as abdominal pain, diarrhea, blood in stool, and weight loss [14-17]. This condition's economic and healthcare implications are substantial, necessitating effective treatment strategies. Current treatment regimens consist of administering 5-aminosalicylic acid drugs, corticosteroid injections, and long-term maintenance treatments. While temporary remission of conditions is possible, it is challenging to prevent a relapse. The persistent and refractory nature of colitis necessitates alternative effective treatment strategies.
Traditional Chinese Medicine (TCM), especially folk herbal recipes, has enormous untapped potential to serve as the basis for developing new drugs. Documented in the Hubei Herbal Records, minority groups in Enshi Tujia and Miao Autonomous Prefecture use XSQ in detoxification, anti-inflammatory, and analgesic recipes [18]. Modern pharmacological studies have expanded on these traditional recipes, and XSQ was found to have antibacterial, anti-inflammatory, antioxidant, and anti-atherosclerotic effects [19-24]. However, its specific application in inflammatory bowel diseases like colitis has been scarcely explored.
We found that the main active components in XSQ are quinic acid, gallic acid, and ferulic acid, among others, according to UPLC-Q-TOF–MS/MS analysis. Quinic and gallic acid are potent antioxidants that may help reduce oxidative stress in inflamed colon tissue damage [25, 26]. Ferulic acid, a known anti-inflammatory agent, may help modulate the gut microbiota and suppress the release of inflammatory cytokines such as TNF-α, IL-1β, and IL-6 [27, 28]. Current literature found the presence of (+)-Catechin-5-O-glcolitisoside, flavonoids, and epicatechins in XSQ, and they have potent antioxidant and anti-inflammatory properties and may support the growth of probiotics and strengthen the intestinal epithelial barrier [29, 30]. In addition, Zhu et al. found that epicatechin derivatives such as epicatechin gallate and epicatechin 3-O-(3-O-methyl) gallate may contribute to the overall anti-inflammatory and antioxidant effects of XSQ, possibly by inhibiting MAPK signaling and upregulating tight junction proteins such as Occludin and Claudin-1 [31].
The significant alleviation of pathological symptoms in DSS-induced colitis mice following XSQ treatment underscores its therapeutic potential. The dose-dependent reduction in the DAI and the improvement in colon length suggest that XSQ effectively mitigates the severity of colitis [32]. The attenuation of MPO activity and histopathological improvements [33], such as reduced inflammatory cell infiltration and enhanced colonic mucosal integrity [34], further support XSQ's anti-inflammatory and protective effects on the colonic mucosal. These findings collectively demonstrate that XSQ positively impacts the resolution of acute colitis symptoms and the restoration of typical colon structure and function.
The anti-inflammatory effects of XSQ are further highlighted by its ability to reverse the upregulation of pro-inflammatory cytokines (including TNF-α, IL-1β, and IL-6) and the downregulation of the anti-inflammatory cytokine IL-10 [35]. This cytokine modulation is essential for curtailing inflammation and promoting tissue repair [36].
The role of gut microbiota dysbiosis in the pathogenesis of ulcerative colitis is well-documented, with a decrease in beneficial bacteria and an increase in pathogenic bacteria as its main features [37, 38]. Our sequencing result revealed the distinct gut microbiota structure among the trial groups. XSQ treatment brings the microbial community closer to that of the healthy controls, which aligns with previous findings that DSS-induced leads to alterations in the gut microbiota of mice. The restoration of the population of Firmicutes and Bacteroidota following XSQ treatment suggests a beneficial shift towards a balanced gut microbiota; this shift may be integral to intestinal homeostasis.
XSQ can influence the levels of the downstream metabolism SCFAs by regulating gut microbiota. For example, Yang et al. and Yi et al. found that active components of XSQ enriched the growth of probiotics such as Lactobacillus and the Christensenellaceae_R_7_group [39, 40]. These probiotics are known for producing butyrate acid and acetate acid and are critical for maintaining the intestinal epithelial barrier [41, 42]. Our sequencing study reached a similar conclusion, and our cecal SCFAs assay result showed that XSQ treatment increased colon-friendly acids such as acetic acid, propionic acid, butyric acid, and valeric acid content. These short-chain fatty acids can activate G-protein-coupled receptors, such as GPR41/43/109A, on the membrane of intestinal epithelial cells and inhibit the activation of intracellular inflammatory pathway proteins and thus inhibit the inflammatory response, which helps to alleviate the symptoms of colitis. Our experimental results show that XSQ does increase GPR41/43/109A mRNA gene expression. The MAPK pathway is closely associated with the inflammatory response in colitis. In particular, the phosphorylation of MAPK proteins such as p-p38, p-ERK, and p-JNK exacerbates the inflammatory response. These proteins are heavily involved with the inflammatory cascade before the onset of colitis, so finding a solution to circumvent this molecular mechanism may negate inflammatory response in colitis patients. Our W.B. assay result showed that XSQ treatment suppressed the signaling of the MAPK pathway and showed potential for developing targeted therapy for colitis-related inflammatory response. In combination, XSQ treatment increased the relative abundance of pro-biotics and regulated their metabolites to mitigate DSS-induced colitis damage in mice.
Symptoms of colitis, such as diarrhea, blood in the stool, or colitis stem from a compromised intestinal epithelial barrier. Dysregulation of the intestinal epithelial barrier is a critical pathogenetic factor of colitis [43, 44]. Our western blot assay result showed that XSQ treatment could significantly upregulate the tight junction proteins such as Occludin, Claudin-1, and E-cadherin. These proteins are essential to the intestinal epithelial barrier and help regulate ions and particles passing through the barrier. Strengthening the barrier prevents infectious insults and other irritants from entering the colon and may help prevent the onset of colitis or aid in healing.
While our study provided exciting insights into our original hypothesis that XSQ promotes recovery from colitis, it has left a few questions unanswered. For example, the intervention phase of our trial was only 10 days. It is very short in comparison to the popular treatment regimens in practice. Therefore, we cannot explain the long-term outcome of XSQ treatment. In addition, one can argue that our sample size needs to be more significant to provide adequate statistical power in our results. While these are all valid causes for concern, we believe we have met all goals within the ambit of our original study design. We observed that XSQ treatment provided evident remission of symptoms in DSS-induced colitis in mice, and we observed improvement in multiple indirect metrics such as gut microbiota equilibrium, SCFAs content, cytokine, and protein expressions.
4 Conclusion
In conclusion, our study demonstrated that XSQ could remodel gut microbiota imbalances and promote short-chain fatty acid production and the expression of GPR41/43/109A mRNA gene, regulate the secretion of inflammatory factors such as TNF-α, IL-1β, IFN-γ, IL-6, and IL-10, inhibit the activation of MAPK/ERK/JNK pathway, and increase the expression of tight junction proteins E-cadherin, Occludin, and Claudin-1, thereby restores the intestinal barrier function to alleviate the symptoms of colitis. Together, these properties suggest that XSQ could be an effective therapeutic agent for colitis and warrants further exploration for its application in treating inflammatory bowel disease.
5 Method
5.1 Materials and reagents
The plant raw material (XSQ) was collected (Enshi Tujia and Miao Autonomous Prefecture, Hubei, China) and identified by the laboratory of Dr. Dingrong Wan, School of Pharmaceutical Sciences, South Central Minzu University. Dextran sulfate sodium salt (DSS, MW: 36–50 kDa) and metaphosphoric acid were purchased from Aladdin Bio-Chem Technology Co., Ltd. (Shanghai, China). The Bicinchoninic Acid (BCA) protein assay kit and myeloperoxidase (MPO) assay kit were purchased from Beyotime Biotechnology (Shanghai, China). Mice tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), and interferon-γ (IFN-γ) ELISA kits were purchased from NeoBioscience Technology Co., Ltd. (Shenzhen, China). Universal tissue fixative was purchased from Sevier Biotechnology Co., Ltd. (Wuhan, China). RNA extraction and PCR test kits were purchased from Nanjing Vazyme Biotech Co. (Nanjing, China). E-cadherin, Occludin, and Claudin-1 protein, P38 mitogen-activated protein kinase (P38), Phosphorylation (p)- P38, Jun N-terminal kinase (JNK), p-JNK, Extracellular regulated protein kinases (ERK), p- ERK and β-actin were purchased from ABclonal Technology Co., Ltd. (Wuhan, China). The cDNA transcription kit was purchased from ABclonal Technology (Wuhan, China).
5.2 Preparation of XSQ and UPLC-Q-TOF–MS/MS analysis
The crude powder of XSQ was weighed and extracted twice, using a 6-times-volume of and 5-times-volume of pure water for 1 h each time. Then, the extract was filtered to obtain a filtrate. The filtrate was concentrated at relative density and then dried to obtain the extract powder for the sample.
The samples were analyzed using an Agilent ZORBAX RRHD Eclipse XDB-C18 column (2.1 × 100 mm, 1.8 μm) on the Waters H-Class ultra-high performance Liquid Chromatograph (Waters, USA). The mobile phase consisted of A (0.1% aqueous formic acid) and B (methanol) with the following elution gradient: 0–1 min, 5% to 18% B; 1–4 min, 18% to 24% B; 4–7 min, isocratic at 24% B; 7–12 min, 24% to 46% B; 12–15 min, 46% to 64% B; 15–19 min, 64% to 95% B. The column temperature was maintained at 30 ℃, with a flow rate of 0.4 mL/min and an injection volume of 5 μL. Detection was performed at a wavelength of 280 nm.
Mass spectrometry was performed on AB Sciex Triple TOF 4600 high-resolution Mass spectrometer (SCIEX), and a heated electrospray ionization source (ESI) was used by negative ion detection mode. The sheath gas flow was set at 60 mL/min, and the auxiliary gas flow at 20 mL/min. The spray voltage was set to 3.5 kV. The capillary and auxiliary heater temperatures were both maintained at 380 ℃. The scan mode was set to full M.S./dd-MS2, with full M.S. resolution at 70, 000 and dd-MS2 resolution at 17, 500. The scan range was m/z 100 to 1200, and the collision energy was 30 eV.
5.3 Animal experiment
All experimental procedures were reviewed, approved, and supervised by the ethical board at South-central Minzu University (License No. SYXK (E) 2021-0089). All procedures were performed by the guidelines in the Guide for the Care and Use of Laboratory Animals [45].
C57BL/6 male mice (6–8 weeks old, 22 ± 2 g) were supplied by Liaoning Provincial Laboratory Animal Resource Center (License No. SCXK (Liao) 2020-0001). All mice underwent acclimatization with adequate food and sterile drinking water for 1 week before randomization.
On the 8th day, 42 mice were randomized into 6 groups (n = 7 each): control group (Ctrl), dextran sulfate sodium (DSS) group, positive group (SASP, 0.02 g/kg), low-dose XSQ group (L-XSQ, 0.04 g/kg), medium-dose XSQ group (M-XSQ, 0.08 g/kg), and high-dose XSQ group (H-XSQ, 0.16 g/kg). Interventions for each group were orally administered, all mice received assigned interventions, and mice from different groups were kept in different cages to avoid cross-contamination.
All groups other than the Ctrl group were provided a 3% DSS solution for 7 days. In addition, all groups simultaneously received allocated interventions for 10 days.
Data on body weight, stool consistency, and stool color were collected daily to calculate the disease activity index (DAI) [46]. After the intervention period, all mice were ether-euthanatized, and their experiment-related tissues were extracted. Immediately following euthanasia, their organs were weighed, and colon length was measured. 0.5 cm of distal colon tissue samples from each mouse were fixed for histological analysis. The remaining colon and other extracted tissue samples were stored at − 80 ℃ for subsequent analysis.
5.4 Histological analysis
The colon tissues were fixed with 4% paraformaldehyde for at least 24 h. First, an appropriate amount of colonic tissue was taken, dehydrated, deparaffinized, and performed microtomy (4 µm). Next, the samples were then stained for H & E [47]. The pathological morphology of the colon tissues was examined and photographed with an optical microscope (Table 1).
Anti-body used for western blot experiment
The pathology score was calculated with the following formula: Pathological score = (Tissue structural integrity + Epithelial cell loss + Inflammatory cell infiltration + Degree of edema) / 4. The specific criteria of the scoring standards are provided in Table 2.
Pathological scoring criteria
5.5 Myeloperoxidase (MPO) activity assay
First, prepare a 5% colon tissue homogenate with reagent 2. Then, 40 µL of reagent 3 was added to 360 µL of homogenate, mixed, and incubated in a 37 ℃ water bath for 15 min. 40 µL of Reagent 4 and 600 µL of dye were added to a new tube, followed by 40 µL of the above solution. Afterward, the reagents are mixed well and incubated in a 37 ℃ water bath for 30 min. After incubation, 10 µL Reagent 7 was added, mixed well, and incubated in a 60 ℃ water bath for 30 min. Finally, the O.D. value was measured at the excitation wavelength of 460 nm, and MPO activity was calculated with the following formula:
![]() |
5.6 Cytokine assay
First, 10% colon tissue homogenates were prepared with phosphate buffer solution (PBS) and centrifuged with 12, 000 g at 4 ℃ for 10 min; the supernatant was collected and stored in − 80 ℃ storage for subsequent analysis. Testing was completed according to the instructions provided by the kit vendor.
5.7 16s rRNA sequencing
The test kits and sequencing platform are purchased from Beijing Bemac Biotechnology Co., Ltd. (Beijing, China) in this experiment segment. First, total DNA was extracted with the TGuide S96 Magnetic Soil/Stool DNA Kit. Next, 50 ng of DNA sample was prepared for V3-V4 region amplification; the primers used are 338F (5′-ACTCCTACGGGAGGCAGCA-3′) and 806 R (5′-GGACTACHVGGGTWTCTAAT-3′). Samples of the PCR amplification experiment are purified with an OMEGA DNA kit. Finally, the samples were sequenced on the Illumina Novaseq 6000 platform.
The raw sequencing output (stitch, quality control, remove chimera) was cleaned to obtain the high-quality tags sequence. Then, the USEARCH tool (version 10.0, https://www.drive5.com/usearch) was used to cluster tag sequences with 97% or more agreement, and a 0.005% threshold was used to filter OTUs. Next, QIIME 2™ (National Institutes of Health, U.S.) assessed α and β diversity. Finally, the Metastats® tool (Center of Bioinformatics and Computational Biology, University of Maryland) was used to analyze species abundance [48, 49].
5.8 Detection of SCFAs in cecum contents
First, 100 mg cecum contents were suspended in 100 µL methanol, vortexed, and centrifuged with 12000 g at 4 ℃ for 10 min. 80 µL supernatant was collected and mixed well with 16 µL 25% metaphosphoric acid and let set overnight at 4 ℃. Then, the supernatant was centrifuged with 12000 g at 4 ℃ for 10 min and collected for subsequent gas chromatography.
Use TRACE 1300 GC and TR-FAME GC columns to perform gas chromatography; the specification of the columns was 60 m × 0.25 mm ID × 0.25 µm. The temperature program we designed was: start at 75 ℃, increase steadily by 2 ℃/min until 180 ℃, and maintain at this level for 2 min [50, 51].
5.9 Western blotting (W.B.) protein assay
First, the enzymatic digestion method was used to extract protein, and protein concentration was measured with a BCA test kit [52]. Next, proteins were separated using the SDS-PAGE method and transferred to the PVDF membrane [53]. Blocked with 5% nonfat dry milk diluted in TBST buffer, antibody 1 was incubated at 4 ℃ overnight. The next day, the membrane was washed with TBST buffer, and the appropriate amount of diluted antibody 2 was incubated for 1 h at room temperature. Afterward, The membranes were washed 3 more times with TBST buffer and then blotted by ECL [54]. Finally, the results were analyzed using the Image J® software (National Institutes of Health, U.S.).
5.10 Statistical analysis
We used ANOVA to compare the difference between trial groups on the GraphPad Prism software (version 8.0.2, La Jolla, CA, USA). The test significance threshold was set to P = 0.05 and **P = 0.01. All data was reported as mean ± standard error of the mean (SEM).
Notes
Acknowledgements
Thanks to Meixian Xiang from the School of Pharmaceutical Sciences, South-Central Minzu University, for modifying and beautifying the figure. Thanks to the support of the School of Pharmaceutical Sciences, South-central Minzu University.
Author contributions
Qiyuan Su Writing–review & editing, Data Curation, Visualization; Qian Hu: Funding acquisition; Songtao Wu Methodology, Investigation, Funding acquisition; Suqin Yang Investigation, Methodology; Hanwen Su: Funding acquisition, Project administration. Zhengjun Zhang Methodology, Writing–review & editing; Chengxiu Ling: Conceptualization, Writing–review & editing.
Funding
This work was supported by the Natural Science Foundation of Hubei Province (2024AFD252); the Fundamental Research Funds for the Central Universities South-Central Minzu University (Grant Numbers: CZZ24017); and the Fundamental Research Funds for Health Commission of Hubei Province (ZY2023M022).
Availability of data and materials
Data will be made available on request.
Declarations
Ethics approval and consent to participate
All animal treatments were approved by the Animal Ethics Committee of South-Central Minzu University (2023-scuec-036). All institutional and national guidelines for the care and use of laboratory animals were followed.
Competing interests
The authors declare no competing interest.
References
-
1.Le Berre C, Honap S, Peyrin-Biroulet L. Ulcerative colitis. Lancet 2023;402(10401): 571-84. CrossRef PubMed Google Scholar
-
2.Gros B, Kaplan GG. Ulcerative colitis in adults: a review. JAMA 2023;330(10): 951-65. CrossRef PubMed Google Scholar
-
3.Kobayashi T, Siegmund B, Le Berre C, Wei SC, Ferrante M, Shen B, et al. Ulcerative colitis. Nat Rev Dis Primers 2020;6(1): 74. CrossRef PubMed Google Scholar
-
4.Maaser C, Langholz E, Gordon H, Burisch J, Ellul P, Ramirez VH, et al. European Crohn's and colitis organisation topical review on environmental factors in IBD. J Crohns Colitis 2017;11(8): 905-20. CrossRef PubMed Google Scholar
-
5.Park JH, Peyrin-Biroulet L, Eisenhut M, Shin JI. IBD immunopathogenesis: a comprehensive review of inflammatory molecules. Autoimmun Rev 2017;16(4): 416-26. CrossRef PubMed Google Scholar
-
6.Feuerstein JD, Cheifetz AS. Ulcerative colitis: epidemiology, diagnosis, and management. Mayo Clin Proc 2014;89(11): 1553-63. CrossRef PubMed Google Scholar
-
7.Magro F, Gionchetti P, Eliakim R, Ardizzone S, Armuzzi A, Barreiro-de Acosta M, et al. Third European Evidence-based Consensus on Diagnosis and Management of Ulcerative Colitis. Part 1: Definitions, Diagnosis, Extra-intestinal Manifestations, Pregnancy, Cancer Surveillance, Surgery, and Ileo-anal Pouch Disorders. J Crohns Colitis 2017;11(6): 649-70. CrossRef PubMed Google Scholar
-
8.Veltkamp C, Tonkonogy SL, de Jong YP, Albright C, Grenther WB, Balish E, et al. Continuous stimulation by normal luminal bacteria is essential for the development and perpetuation of colitis in Tgϵ26 mice. Gastroenterology 2001;120(4): 900-13. CrossRef PubMed Google Scholar
-
9.Kim KJ, Kyung S, Jin H, Im M, Kim JW, Kim HS, et al. Lactic acid bacteria isolated from human breast milk improve colitis induced by 2, 4, 6-trinitrobenzene sulfonic acid by inhibiting NF-κB signaling in mice. J Microbiol Biotechnol 2023;33(8): 1057-65. CrossRef PubMed Google Scholar
-
10.Huang G. 中医单方应用大全(Encyclopedia of Traditional Chinese Medicine Application Case Studies). China Medico Pharmaceutical Science & Technology Publishing House; 2019. PubMed Google Scholar
-
11.Estaki M, Jiang L, Bokulich NA, McDonald D, Gonzalez A, Kosciolek T, et al. QIIME 2 enables comprehensive end-to-end analysis of diverse microbiome data and comparative studies with publicly available data. Curr Protoc Bioinformatics 2020;70(1): e100. CrossRef PubMed Google Scholar
-
12.Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, et al. Metagenomic biomarker discovery and explanation. Genome Biol 2011;12(6): R60. CrossRef PubMed Google Scholar
-
13.Ma Y, Nicolet J. Specificity models in MAPK cascade signaling. FEBS Open Bio 2023;13(7): 1177-92. CrossRef PubMed Google Scholar
-
14.Luitel P, Paudel S, Thapaliya I, Dev B, Dev S. Emergency surgery for acute rectal bleeding in a newly diagnosed case of fulminant ulcerative colitis. Int J Surg Case Rep 2024;121: 109901. CrossRef PubMed Google Scholar
-
15.Azadbakht S, Seighali M, Azadbakht S, Azadbakht M. Effectiveness of adalimumab in severe ulcerative colitis: a systematic review and a meta-analysis. Health Sci Rep 2024;7(7): e2210. CrossRef PubMed Google Scholar
-
16.Wang Y, Hao Y, Yuan L, Tian H, Sun X, Zhang Y. Ferroptosis: a new mechanism of traditional Chinese medicine for treating ulcerative colitis. Front Pharmacol 2024;15: 1379058. CrossRef PubMed Google Scholar
-
17.Zeng X, Tang S, Dong X, Dong M, Shao R, Liu R, et al. Analysis of metagenome and metabolome disclosed the mechanisms of Dendrobium officinale polysaccharide on DSS-induced ulcerative colitis-affected mice. Int J Biol Macromol 2024;277(Pt 2): 134229. CrossRef PubMed Google Scholar
-
18.Wang T, Guo R, Zhou G, Zhou X, Kou Z, Sui F, et al. Traditional uses, botany, phytochemistry, pharmacology and toxicology of Panax notoginseng (Burk.) F. H. Chen: a review. J Ethnopharmacol 2016;188: 234-58. CrossRef PubMed Google Scholar
-
19.Hu Y, Fan Q, Qiao B, Xu O, Lv B, Han N, et al. Alleviatory role of panax notoginseng saponins in modulating inflammation and pulmonary vascular remodeling in chronic obstructive pulmonary disease: mechanisms and Implications. COPD 2024;21(1): 2329282. CrossRef PubMed Google Scholar
-
20.Gao J, Yao M, Zhang W, Yang B, Yuan G, Liu JX, et al. Panax notoginseng saponins alleviates inflammation induced by microglial activation and protects against ischemic brain injury via inhibiting HIF-1alpha/PKM2/STAT3 signaling. Biomed Pharmacother 2022;155: 113479. CrossRef PubMed Google Scholar
-
21.Liang ZW, Guan YH, Lv Z, Yang SC, Zhang GH, Zhao YH, et al. Optimization of saponin extraction from the leaves of Panax notoginseng and Panax quinquefolium and evaluation of their antioxidant, antihypertensive, hypoglycemic and anti-inflammatory activities. Food Chem X 2024;23: 101642. CrossRef PubMed Google Scholar
-
22.Yan X, Zhang A, Guan Y, Jiao J, Ghanim M, Zhang Y, et al. Comparative metabolome and transcriptome analyses reveal differential enrichment of metabolites with age in panax notoginseng roots. Plants (Basel) 2024. CrossRef PubMed Google Scholar
-
23.Wu Y, Wang W, Kou N, Wang M, Yang L, Miao Y, et al. Panax notoginseng saponins combined with dual antiplatelet drugs potentiates anti-thrombotic effect with alleviated gastric injury in A carotid artery thrombosis rat model. J Stroke Cerebrovasc Dis 2022;31(8): 106597. CrossRef PubMed Google Scholar
-
24.Xu L, Liu JT, Liu N, Lu PP, Pang XM. Effects of Panax notoginseng saponins on proliferation and apoptosis of vascular smooth muscle cells. J Ethnopharmacol 2011;137(1): 226-30. CrossRef PubMed Google Scholar
-
25.Gherboudj O, Boutaghane N, Kabouche Z, Djeblia L, Zerrougui L, Bekrar M. Phytochemical profiles and evaluation of the biological potential of ethyl acetate and n-butanol fractions of the aerial parts of Cistus albidus L. Nat Prod Res 2024. CrossRef PubMed Google Scholar
-
26.Nxumalo KA, Aremu AO, Fawole OA. Metabolite profiling, antioxidant and antibacterial properties of four medicinal plants from Eswatini and their relevance in food preservation. S Afr J Bot 2023;162: 719-29. CrossRef PubMed Google Scholar
-
27.Zdunska K, Dana A, Kolodziejczak A, Rotsztejn H. Antioxidant properties of ferulic acid and its possible application. Skin Pharmacol Physiol 2018;31(6): 332-6. CrossRef PubMed Google Scholar
-
28.Li D, Chen L, Qiu X. Rapid synthesis of ferulic acid-derived lignin coated silver nanoparticles with low cytotoxicity and high antibacterial activity. Int J Biol Macromol 2024;277(Pt 3): 134471. CrossRef PubMed Google Scholar
-
29.Yang Y, Zhao Y, Lai R, Xian L, Lei Q, Xu J, et al. An emerging role of proanthocyanidins on psoriasis: evidence from a psoriasis-like mouse model. Oxid Med Cell Longev 2022;2022: 5800586. CrossRef PubMed Google Scholar
-
30.Paiva L, Lima E, Motta M, Marcone M, Baptista J. Influence of seasonal and yearly variation on phenolic profiles, caffeine, and antioxidant activities of green tea ((L.) Kuntze) from Azores. Appl Sci-Basel 2021. CrossRef PubMed Google Scholar
-
31.Zhu W, Xiong L, Oteiza PI. Structure-dependent capacity of procyanidin dimers to inhibit inflammation-induced barrier dysfunction in a cell model of intestinal epithelium. Redox Biol 2024. CrossRef PubMed Google Scholar
-
32.Wen XD, Wang CZ, Yu CH, Zhao L, Zhang ZY, Matin A, et al. Panax notoginseng attenuates experimental colitis in the azoxymethane/dextran sulfate sodium mouse model. Phytother Res 2014;28(6): 892-8. CrossRef PubMed Google Scholar
-
33.He W, Pan HF, Tao P, Lin J, Zhang BP, Wang SY. Panax notoginseng attenuates hypoxia-induced glycolysis in colonic mucosal epithelial cells in DSS-induced colitis. Ann Transl Med 2022. CrossRef PubMed Google Scholar
-
34.Luo B, Yang F, Chen P, Zuo HY, Liang YF, Xian MH, et al. A novel polysaccharide separated from residue ameliorates restraint stress- and lipopolysaccharide-induced enteritis in mice. Chem Biodivers 2023. CrossRef PubMed Google Scholar
-
35.Luo H, Vong CT, Tan DC, Zhang JM, Yu H, Yang L, et al. Saponins modulate the inflammatory response and improve IBD-like symptoms via TLR/NF-κB and MAPK signaling pathways. Am J Chin Med 2021;49(04): 925-39. CrossRef PubMed Google Scholar
-
36.Jiang XL, Ma GF, Zhao BB, Meng Y, Chen LL. Structural characterization and immunomodulatory activity of a novel polysaccharide from. Front Pharmacol 2023. CrossRef PubMed Google Scholar
-
37.Ambat A, Antony L, Maji A, Ghimire S, Mattiello S, Kashyap PC, et al. Enhancing recovery from gut microbiome dysbiosis and alleviating DSS-induced colitis in mice with a consortium of rare short-chain fatty acid-producing bacteria. Gut Microbes 2024. CrossRef PubMed Google Scholar
-
38.Larabi A, Barnich N, Nguyen HTT. New insights into the interplay between autophagy, gut microbiota and inflammatory responses in IBD. Autophagy 2020;16(1): 38-51. CrossRef PubMed Google Scholar
-
39.Yang HR, Li X, Liu H, Zhao DR, Zeng YJ. Novel polysaccharide from with immunoregulation and prebiotic effects. Food Biosci 2023. CrossRef PubMed Google Scholar
-
40.Yi LL, Zhu JH, Li QY, Guan XC, Cheng WJ, Xie YX, et al. Panax notoginseng stems and leaves affect microbial community and function in cecum of duzang pigs. Transl Anim Sci 2024. CrossRef PubMed Google Scholar
-
41.Yu X, Ou JZ, Wang LZ, Li ZY, Ren YX, Xie L, et al. Gut microbiota modulate CD8+T cell immunity in gastric cancer through Butyrate/GPR109A/HOPX. Gut Microbes 2024. CrossRef PubMed Google Scholar
-
42.Singh N, Gurav A, Sivaprakasam S, Brady E, Padia R, Shi HD, et al. Activation of Gpr109a, receptor for niacin and the commensal metabolite butyrate, suppresses colonic inflammation and carcinogenesis. Immunity 2014;40(1): 128-39. CrossRef PubMed Google Scholar
-
43.Xu Y, Ou JY, Zhang CH, Chen JY, Chen JS, Li AM, et al. Rapamycin promotes the intestinal barrier repair in ulcerative colitis via the mTOR/PBLD/AMOT signaling pathway. Bba-Mol Basis Dis 2024. CrossRef PubMed Google Scholar
-
44.Liu HY, Yan RR, Li YZ, Wang JP, Deng YL, Li YJ. Dragon's blood attenuates LPS-induced intestinal epithelial barrier dysfunction via upregulation of FAK-DOCK180-Rac1-WAVE2-Arp3 and downregulation of TLR4/NF-κB signaling pathways. J Nat Med-Tokyo 2024. CrossRef PubMed Google Scholar
-
45.Jones-Bolin S. Guidelines for the care and use of laboratory animals in biomedical research. Curr Protoc Pharmacol 2012. CrossRef PubMed Google Scholar
-
46.Hidalgo Cantabrana C, Algieri F, Nogales A, Vezza T, Martínez-Camblor P, Margolles A, et al. Effect of a ropy exopolysaccharide-producing Bifidobacterium animalis subsp. lactis strain orally administered on DSS-induced colitis mice model. Front Microbiol 2016. CrossRef PubMed Google Scholar
-
47.Erben U, Loddenkemper C, Doerfel K, Spieckermann S, Haller D, Heimesaat MM, et al. A guide to histomorphological evaluation of intestinal inflammation in mouse models. Int J Clin Exp Pathol 2014;7(8): 4557-76. PubMed Google Scholar
-
48.Arjun OK, Sethi M, Parida D, Dash J, Kumar Das S, Prakash T, et al. Comprehensive physiological and genomic characterization of a potential probiotic strain, Lactiplantibacillus plantarum ILSF15, isolated from the gut of tribes of Odisha, India. Gene 2024;931: 148882. CrossRef PubMed Google Scholar
-
49.Li J, Jiang N, Zheng H, Zheng X, Xu Y, Weng Y, et al. Investigation of gut microbiota disorders in norovirus infected children patients based on 16s rRNA sequencing. Ann Med 2024;56(1): 2412834. CrossRef PubMed Google Scholar
-
50.Feng X, Liu N, Yang Y, Feng S, Wang J, Meng Q. Isotope-coded chemical derivatization method for highly accurately and sensitively quantifying short-chain fatty acids. J Agric Food Chem 2022;70(20): 6253-63. CrossRef PubMed Google Scholar
-
51.Wu F, Ji P, Hu Y, Li C, He J. Study on the hepatoprotective effect mechanism of polysaccharides from charred Angelica sinensis on the layer chickens based on the detection of the intestinal floras and short-chain fatty acids of cecal contents and association analysis. Vet Sci 2023. CrossRef PubMed Google Scholar
-
52.Gundry RL, White MY, Murray CI, Kane LA, Fu Q, Stanley BA, et al. Preparation of proteins and peptides for mass spectrometry analysis in a bottom-up proteomics workflow. Curr Protoc Mol Biol 2009. CrossRef PubMed Google Scholar
-
53.Nowakowski AB, Wobig WJ, Petering DH. Native SDS-PAGE: high resolution electrophoretic separation of proteins with retention of native properties including bound metal ions. Metallomics 2014;6(5): 1068-78. CrossRef PubMed Google Scholar
-
54.Mruk DD, Cheng CY. Enhanced chemiluminescence (ECL) for routine immunoblotting: an inexpensive alternative to commercially available kits. Spermatogenesis 2011;1(2): 121-2. CrossRef PubMed Google Scholar
Copyright information
© The Author(s) 2024
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.