Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Microbiol., 14 July 2025

Sec. Aquatic Microbiology

Volume 16 - 2025 | https://doi.org/10.3389/fmicb.2025.1615029

Antibacterial activity of baicalein against Aeromonas hydrophila: in vitro and in vivo evaluation


Reng QiuReng Qiu1Jun LiJun Li2Changjun JiangChangjun Jiang3Yang YuYang Yu3Dandan LiDandan Li3Xuehan XieXuehan Xie3Yang Lei
Yang Lei4*Lunguang Yao
Lunguang Yao5*
  • 1Henan Key Laboratory of Insect Biology in Funiu Mountain, Henan Field Observation and Research Station of Headwork Wetland Ecosystem of the Central Route of South-to-North Water Diversion Project, College of Water Resources and Modern Agriculture, Nanyang Normal University, Nanyang, China
  • 2School of Biological Sciences, Lake Superior State University, Sault Ste. Marie, MI, United States
  • 3Henan Key Laboratory of Insect Biology in Funiu Mountain, College of Life Science, Nanyang Normal University, Nanyang, China
  • 4Aquatic Life Epidemic Prevention Center of Huidong, Agriculture and Rural Bureau of Huidong, Huizhou, China
  • 5Henan Key Laboratory of Insect Biology in Funiu Mountain, Collaborative Innovation Center of Water Security for Water Source Region of Mid-route Project of South-North Water Diversion of Henan Province, Nanyang Normal University, Nanyang, Henan, China

Introduction: Aeromonas hydrophila (AH) is a pathogenic bacterium commonly found in aquatic organisms, particularly in fish products. Baicalein, a bioactive flavonoid derived from traditional Chinese herbal medicine, possesses a wide range of pharmacological properties, including anticancer, antibacterial, antiviral, antioxidant, hepatoprotective, and anti-inflammatory effects.

Methods: In vitro, the Oxford cup method was employed to assess the antibacterial activity of baicalein, while the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) were determined using the microtiter broth dilution technique. Biofilm formation and bacterial motility were evaluated through the crystal violet assay and swimming assay, respectively. The impact of baicalein on bacterial membrane permeability and morphology was observed using the Live/Dead BacLight kit and transmission electron microscopy. In vivo, grass carp were used as the model organism to evaluate the effect of baicalein on AH proliferation, while the expression of pro-inflammatory cytokines and antioxidant factors was quantified by qRT-PCR.

Results: This study demonstrated the antibacterial activity of baicalein against AH infection. Baicalein exhibited bacteriostatic effects in vitro, with an MIC of 40 μg/mL and an MBC of 80 μg/mL. Time-kill assays confirmed its bactericidal properties. Additionally, baicalein inhibited biofilm formation and reduced bacterial motility. The antibacterial mechanism of baicalein involved increased membrane permeability and structural disruption of AH cells. In vivo studies in grass carp revealed a dose-dependent reduction in AH burden following baicalein administration. Moreover, baicalein suppressed the expression of pro-inflammatory cytokines, including interleukin-1β (IL-1β), interleukin-8 (IL-8), and tumor necrosis factor-α (TNF-α), while enhancing the expression of antioxidant-related genes, such as catalase (CAT), glutathione reductase (GR), and superoxide dismutase (SOD). These findings indicate that the antibacterial and anti-inflammatory effects of baicalein contribute to its protective role against AH infection in vivo.

Discussion: Baicalein effectively inhibits the proliferation of AH both in vitro and in vivo, highlighting its potential as a promising pharmacotherapeutic agent for the prevention of AH infections in fish.

Introduction

Aeromonas hydrophila (AH) is a Gram-negative bacterium belonging to the Aeromonadaceae family, commonly found in natural water bodies and recognized as a primary pathogen of various aquatic animals. AH infections have significantly hindered the growth of China's aquaculture industry (Semwal et al., 2023). Traditional strategies for disease prevention and treatment in aquaculture primarily rely on medications and vaccinations. However, the high cost, limited efficacy, and narrow applicability of aquatic vaccines, combined with the rapid mutation of pathogens, have restricted their widespread use. Consequently, drug therapy remains the predominant approach for disease control in aquaculture. Antibiotics are widely used as the primary treatment in aquaculture. However, overuse has contributed to the emergence of antibiotic-resistant bacteria and the horizontal transfer of resistance genes to humans. Additionally, accumulation of antibiotic residuals in aquatic products has also posed significant threats to public health and the environment (Zheng et al., 2021; Zainab et al., 2020). In response, many countries have introduced regulations aimed at reducing or eliminating antibiotic resistance in aquaculture, emphasizing the need for alternative, non-resistant antimicrobial agents (Lulijwa et al., 2020).

Herbal remedies, rich in natural antibacterial compounds, offer promising alternatives to conventional antibiotics due to their efficacy and safety (Vaou et al., 2021; Woo et al., 2023). Various medicinal herbs used in aquaculture have demonstrated antibacterial properties (Zhang et al., 2022). These herbs contain bioactive compounds such as polysaccharides, essential oils, alkaloids, saponins, polyphenols, flavonoids, anthraquinones, and terpenoids, which effectively prevent and treat bacterial infections caused by Aeromonas spp., Streptococcus spp., Vibrio spp., and other pathogens (Zhu, 2020).

Baicalein, a flavonoid (Figure 1), is a major active component of Scutellaria baicalensis (commonly known as Baikal skullcap) (Semwal et al., 2023). It has been well known for its low toxicity and diverse pharmacological effects, including anticancer, antibacterial, antiviral, hepatoprotective, anti-inflammatory, hypoglycemic, antithrombotic, neurogenic, cardioprotective, and wound-healing properties (Paul et al., 2024). Baicalein has demonstrated broad-spectrum antibacterial activity against both Gram-positive and Gram-negative bacteria, including ESKAPE pathogens (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter spp.) (Morimoto et al., 2023), as well as cariogenic, periodontopathogenic bacteria (Jang et al., 2014), and Helicobacter pylori (Chen et al., 2018). As for the aquaculture disease aspects, the extract from aerial part of Scutellaria baicalensis can inhibite the growth of several common pathogenic bacteria in aquaculture that including Aeromonas hydrophila, Edwardsiella tarda, Vibrio alginolyticus and Vibrio harveyi (Xia et al., 2020). It can also serve as a replacement for antibiotics in fighting against pathogenic bacteria (Xia et al., 2023). Baicelein can improves growth performance, antioxidant activity, and intestinal flora of koi carp (Cyprinus carpio) (Du et al., 2022). However, no prior study has evaluated baicalein's efficacy against AH.

Figure 1
Chemical structure diagram of quercetin, a flavonoid with a three-ring system including two benzene rings and a central heterocyclic ring. Hydroxyl groups are attached at various positions on the rings.

Figure 1. Chemical structure of baicalein. The IUPAC name of baicalein is 5,6,7-Trihydroxy-2-phenylchromen-4-one, or also known as 5,6,7-trihydroxyflavone.

In this study, we investigated the antibacterial effects of baicalein on AH, focusing on its ability to inhibit bacterial growth and biofilm formation in vitro. Additionally, we explored its in vivo antibacterial, anti-inflammatory, and antioxidant effects in grass carp (Ctenopharyngodon idella). The findings suggest that baicalein holds potential as a plant-derived therapeutic agent for controlling AH infections in aquaculture species.

Materials and methods

Fish and bacterial preparation

Grass carp (Ctenopharyngodon idella) (81.6 g ± 8.9 g) were obtained from a local fish farm in Nanyang, Henan, China. The fish were acclimated in aerated freshwater at 23 ± 1°C for 2 weeks prior to experimentation. To confirm the absence of bacterial infections, blood, liver, and kidney samples were examined before the experiments according to previous report (Qiu et al., 2021). The fish were euthanized using 200mg/L MS-222 (Sigma, St. Louis, MO, USA) before the sacrifice or infection experiments (Qiu et al., 2021) and approved by the institutional Animal Care and Use Committee (Protocol NYNU-2022-016) to ensure animal welfare. The bacterial pathogen A. hydrophila (AH) was isolated from grass carp and cultivated at Nanyang Normal University, China. AH was cultured in Luria-Bertani (LB) broth at 28°C.

Antibacterial activity

The antibacterial activity of baicalein (Aladdin, Shanghai, China) against AH was evaluated using the Oxford cup diffusion method. Baicalein was dissolved in dimethyl sulfoxide (DMSO) (Kemiou, Tianjin, China) at concentrations of 5 mg/mL and 10 mg/mL. 10 mg/mL kanamycin was used as a positive control. AH was adjusted to 1 × 107 colony-forming units (CFU)/mL in phosphate-buffered saline (PBS) and spread onto LB agar plates. Sterile Oxford cups were used to create wells in the agar, into which 50 μL of baicalein solution was added. The plates were incubated at 28°C for 16–20 h, and antibacterial activity was assessed by measuring the diameter of the inhibition zones.

The minimum inhibitory concentration (MIC) was determined using the broth microdilution method. Baicalein concentrations ranging from 320 μg/mL to 1.25 μg/mL were prepared with 198 μL of AH suspension and 2 μL of the twofold serial dilutions of baicalein in 96-well plates. Wells were inoculated with AH at 1 × 106 CFU/mL and incubated at 28°C for 24 h. The control group was set up by adding the same volume of DMSO and LB medium. Three parallel experiments were conducted for each group. MIC was defined as the lowest concentration at which no turbidity was observed. The minimum bactericidal concentration (MBC) was determined by plating 100 μL from clear wells onto LB agar and incubating at 28°C for 24 h. MBC was defined as the lowest baicalein concentration that killed 99.9% of the bacterial population, following CLSI M07-A8 guidelines. All assays were conducted in triplicate in two independent experiments.

Time-kill assay

Time-kill kinetics of baicalein against AH were evaluated by culturing AH in LB broth at 1 × 106 CFU/mL and treating it with baicalein at concentrations of 10, 20, 40, and 80 μg/mL. Cultures were incubated at 28°C, and bacterial viability was assessed at 0, 2, 4, 6, 8, 12, and 24 h post-treatment by determining CFU/mL. Experiments were conducted in triplicate.

Biofilm formation assay

The effect of baicalein on biofilm formation was assessed using a crystal violet assay (Solarbio, Beijing, China) in a 96-well plate as previously described (Bhattacharyya et al., 2017). AH (2 × 105 CFU/mL) was incubated in LB broth with baicalein at 2.5, 5, 10, 20, and 40 μg/mL for 72 h at 28°C. Biofilms were fixed with 100% methanol for 15 min, air-dried, and stained with 0.1% crystal violet for 20 min. After washing, the bound dye was solubilized with 30% glacial acetic acid, and biofilm formation was quantified by measuring optical density at 570 nm (OD570). Biofilm formation was normalized using OD600 (bacterial concentration), calculated as: biofilm OD570 (relative value) = OD570 (measured value)/OD600 (bacterial concentration).

Motility assay

Bacterial motility was assessed using a modified method (Husain et al., 2017). Soft LB agar (0.3%) was autoclaved at 121°C for 30 min. After cooling to 55°C, baicalein was added to achieve final concentrations of 2.5, 5, 10, 20, and 40 μg/mL before plating. AH cultures were washed with PBS, adjusted to 1 × 107 CFU/mL, and inoculated (2 μL) onto the agar surface. Plates were incubated at 28°C for 24 h, and colony diameters were measured. Each assay was performed in triplicate.

Membrane permeability assay

A Live/Dead BacLight kit (Solarbio, Beijing, China) was used to assess membrane permeability. Log-phase AH cultures were treated with baicalein (2 × MIC) for 2 h, washed with 0.85% NaCl, and centrifuged at 3,000 × g for 5 min. Control samples were incubated without baicalein. Bacterial suspensions (1 × 108 CFU/mL) were stained with SYTO 9 and propidium iodide (PI) and incubated in the dark for 15 min. Fluorescence images were captured using a Zeiss Axio Observer 7 microscope (Zeiss, Jena, Germany).

Transmission electron microscopy

The structural effects of baicalein on AH were investigated by a Hitachi HT7700 Transmission Electron Microscope (Hitachi, Tokyo, Japan). Briefly, AH cultures were treated with baicalein (2 × MIC) for 6 h at 28°C, washed with PBS, and centrifuged at 3,000 × g for 5 min. Cells were fixed in 2.5% glutaraldehyde at 4°C overnight, washed, and air-dried before TEM analysis. DMSO- treated bacteria served as controls.

Bacterial burden assay

Grass carp were intraperitoneally injected with 0.1 mL of AH (1 × 106 CFU/mL). After 2 h, fish were randomly assigned to five groups (n = 5) and administered baicalein (10 mg/kg, 5 mg/kg, or 2.5 mg/kg), DMSO, or PBS via intraperitoneal injection. Fish were euthanized after 4 h, and liver and spleen samples were collected, weighed, and homogenized in PBS. Serial dilutions were plated on LB agar and incubated at 28°C for 24 h. Bacterial counts were expressed as CFU/g of tissue.

RNA extraction and qRT-PCR

The expression of inflammation-related genes (Table 1), including interleukin−1β (IL-1β), interleukin−8 (IL-8), and tumor necrosis factor-α (TNF-α) and antioxidant-related genes catalase (CAT), glutathion reductases (GR) and superoxide dismutase (SOD) in liver tissue was analyzed via qRT-PCR. Total RNA was extracted using the Trizol method and reverse-transcribed into cDNA with Superscript II reverse transcriptase (Takara, Dalian, China). qRT-PCR was performed using a SYBR Green Pro Taq qPCR Kit (Agbio, Changsha, China) with β-actin as the internal control. The PCR reaction system comprised 10 μL, with 5 μL of SYBR, 0.5 μL of each primer, 3.5 μL of DEPC water, and 1 μL of cDNA as the template. The PCR conditions were: 95°C for 5 min, and followed by 40 cycles of 95°C for 10 s, 60°C for 15 s, and 72°C for 15 s. The relative gene expression levels were calculated using the 2−ΔΔCt method.

Table 1
www.frontiersin.org

Table 1. Primers used in this study.

Statistical analysis

Data were analyzed using one-way ANOVA in SPSS 27.0. Statistical significance was set at P < 0.05 (* or #) and P < 0.01 (** or ##). Graphs were generated using GraphPad Prism 8.0 (GraphPad Software Inc., San Diego, CA, USA).

Results

Baicalein's anti-AH efficacy in vitro

Baicalein exhibited significant antibacterial activity against A. hydrophila (AH). At concentrations of 5 mg/mL and 10 mg/mL, the inhibition zones measured 18.47 ± 0.40 mm and 20.08 ± 0.18 mm, respectively, compared to 23.26 ± 0.39 mm for 10 mg/mL kanamycin (positive control; Figure 2). The MIC and MBC values were determined to be 40 μg/mL and 80 μg/mL, respectively. Notably, at concentrations ≥80 μg/mL, no bacterial colonies were observed, demonstrating a potent bactericidal effect.

Figure 2
Petri dish containing an agar medium with six holes labeled a, b, c, d, e, and f. Discs in holes b and c show zones of inhibition with light coloration, indicating microbial activity. Holes a, d, e, and f show no noticeable zones of inhibition.

Figure 2. Inhibition zone of baicalein against AH in vitro. (a), DMSO; (b), 5 mg/mL baicalein; (c), 10 mg/mL baicalein; (d), 10 mg/mL kanamycin; (e), PBS; (f), H2O.

Time-kill analysis

Baicalein inhibited AH growth in a dose- and time-dependent manner. The time-kill curves (Figure 3) showed a substantial decrease in viable bacterial counts with increasing baicalein concentration. At 80 μg/mL (MBC), AH was completely eradicated within 12 h. At 40 μg/mL (1 × MIC), a significant reduction in bacterial counts was observed within the first 12 h, though some bacterial cells survived and proliferated by 24 h. These findings suggest that baicalein's antibacterial efficacy is dependent on both concentration and exposure time.

Figure 3
Line graph showing the growth of a bacterial culture over 24 hours, measured in Log10 CFU/mL. The control group maintains higher CFU levels, while concentrations of 10, 20, 40, and 80 μg/mL show varying degrees of bacterial reduction, with the greatest decrease observed in higher concentrations over time.

Figure 3. Time-kill curves of AH vs. different concentrations of baicalein. The baicalein concentrations were 10, 20, 40, and 80 μg/mL (as 1/4, 1/2, 1, and 2 MIC). Samples were taken at 0, 2, 4, 6, 8, 12, and 24 h to determine viable bacterial numbers.

Effects of baicalein on biofilm formation and motility

The crystal violet assay demonstrated that baicalein significantly reduced biofilm formation in a concentration-dependent manner, as indicated by a lower OD570 (relative value) in baicalein-treated groups compared to the DMSO-treated group (Figure 4). Biofilm inhibition ranged from 20.9% to 32.7% at concentrations between 2.5 and 40 μg/mL. Additionally, baicalein significantly impaired AH motility on semi-solid agar, as evidenced by reduced colony diameters in treated groups compared to controls (Figure 5).

Figure 4
Bar graph showing the effect of Baicalein on OD570/OD600 levels. The y-axis represents OD570/OD600 ranging from zero to two, while the x-axis shows DMSO and Baicalein concentrations of 2.5, 5, 10, 20, and 40 μg/mL. OD levels decrease with increasing Baicalein concentration, with statistical significance indicated by asterisks.

Figure 4. Effect of baicalein on the formation of AH biofilms. Different concentrations of baicalein (2.5, 5, 10, 20, and 40 μg/mL) were incubated with AH for 72 h. The biofilm formation was tested by the crystal violet staining method. **P < 0.01 compared to the DMSO treated group.

Figure 5
Bar chart showing the effect of baicalein on colony diameter in millimeters, with concentrations ranging from 2.5 to 40 micrograms per milliliter. The diameter decreases with higher baicalein concentrations, from about 17 mm with DMSO to approximately 5 mm at 40 μg/mL. Each bar is marked with asterisks to denote statistical significance.

Figure 5. Effect of baicalein on the motility of AH. The assays were conducted on plates containing 0.3% agar in the presence of different concentrations of baicalein (2.5, 5, 10, 20, and 40 μg/mL) or DMSO as a control. The AH was incubated for 24 h. Colony diameters were measured using a caliper. **P < 0.01 compared to the DMSO treated group.

Baicalein disrupts the membrane structure of AH

Live/Dead BacLight bacterial viability assays indicated that baicalein increased membrane permeability, as evidenced by enhanced red fluorescence in treated AH cells (Figure 6). Transmission electron microscopy (TEM) analysis further revealed that baicalein treatment caused significant structural damage, including membrane distortion and cell wall folding (Figure 7), whereas control cells maintained their structural integrity. These findings suggest that baicalein may inhibits AH growth by compromising membrane integrity and inducing cellular damage.

Figure 6
Fluorescence microscopy images showing bacterial cells under different treatments. The top row represents DMSO-treated samples, while the bottom row shows Baicalein-treated samples. Each row includes Syto9 (green), PI (red), and merged images. Scale bars indicate 50 micrometers.

Figure 6. Fluorescence microscopy analysis of AH membrane permeability after treatment with baicalein. AH were incubated for 2 h with or without 2 MIC of baicalein and stained using a Live/Dead BacLight bacterial viability kit. Red and green immunofluorescence was observed under a fluorescence microscope.

Figure 7
Two electron microscope images show different bacteria morphologies. Image (a) displays two spherical bacteria side by side, while image (b) shows a single rod-shaped bacterium. Both have 1 micrometer scale bars.

Figure 7. TEM results of AH after treatment with baicalein. (a), DMSO treatment control; (b), baicalein treatment group.

In vivo antibacterial efficacy of baicalein

The antibacterial activity of baicalein was evaluated using an AH-infected grass carp model. Baicalein treatment significantly reduced bacterial counts in both liver and spleen tissues in a dose-dependent manner. In the liver, baicalein at 2.5, 5, and 10 mg/kg resulted in bacterial counts that were 3.9-, 2.3-, and 1.1 orders of magnitude lower than those in the DMSO -treated group, respectively (Figure 8a). In the spleen, bacterial counts were reduced by 6.5-, 6-, and 1.2 orders of magnitude lower at the corresponding baicalein doses (Figure 8b). These results demonstrate the potent in vivo bactericidal effect of baicalein against AH.

Figure 8
Bar graphs illustrating the effect of Baicalein on CFU/mg. Graph (a) shows a reduction in CFU with increased Baicalein concentration, from 2.5 to 10 mg/kg, compared to PBS and DMSO controls. Graph (b) displays a similar pattern with higher initial CFU levels for the controls. Annotations with asterisks indicate statistical significance.

Figure 8. The number of colonies in the liver (a) and spleen (b) of grass carp after challenged with AH. *P < 0.05 and **P < 0.01 indicate significantly different from the DMSO group.

Anti-inflammatory effects of baicalein in liver tissues

qRT-PCR analysis revealed that baicalein treatment led to a dose-dependent suppression of inflammatory cytokine expression (IL-1β, IL-8, and TNF-α) in liver tissues following AH infection. Compared to the AH-infected control group, IL-1β expression levels were 1.5-, 7.8-, and 6.8-fold lower in fish treated with 2.5, 5, and 10 mg/kg baicalein, respectively (Figure 9a). Similarly, IL-8 expression levels were reduced by 0.88-, 7.9-, and 8.2-fold (Figure 9b), and TNF-α expression was decreased by 0.95-, 2.6-, and 4.2-fold, respectively (Figure 9c). These results suggest that baicalein effectively modulates AH-induced inflammatory responses in the liver.

Figure 9
Bar graphs showing the effect of different doses of balcalein (2.5, 5, and 10 mg/kg) on mRNA expression of IL-1β, IL-8, and TNF-α, compared to DMSO and AH. Significant differences are indicated by asterisks and hash marks, demonstrating dose-dependent reduction in expression levels with balcalein.

Figure 9. The mRNA expression levels of inflammatory genes after treatment with baicalein. The mRNA expression levels of IL-1β (a), IL-8 (b), and TNF-α (c) were detected by qRT-PCR. Expression values are normalized against β-actin expression and data are expressed as the mean fold change from the control group or AH group. Three biological replicates were performed and the data are presented as mean ± SD (n = 3). *P < 0.05, **P < 0.01 indicate significantly different from the DMSO-treated group; #P < 0.05 and ##P < 0.01 indicate significantly different from the AH group.

Upregulation of antioxidant-related genes by baicalein

qRT-PCR analysis showed a significant increase in the mRNA expression of antioxidant-related genes (CAT, GR, and SOD) in baicalein-treated liver tissues compared to the AH-infected group. Specifically, CAT expression increased by 1.1-, 14.1-, and 29.1-fold in fish treated with 2.5, 5, and 10 mg/kg baicalein, respectively (Figure 10a). GR expression was elevated by 3.4-, 3.8-, and 8.1-fold (Figure 10b), and SOD expression increased by 6.4-, 8.4-, and 13.1-fold (Figure 10c). These findings indicate that baicalein enhances antioxidant responses in the liver, suggesting its potential role in oxidative stress regulation.

Figure 10
Bar graphs showing the relative expression of mRNA for CAT (a), GR (b), and SOD (c) compared to DMSO, AH, and varying doses of Baicalein at 2.5, 5, and 10 mg/kg. Baicalein significantly increases mRNA expression at higher doses compared to AH. Statistical significance is indicated by asterisks and hashes.

Figure 10. The expression of antioxidant-related genes after treatment with baicalein. The mRNA expression levels of CAT (a), GR (b), and SOD (c) were detected by qRT-PCR. Expression values are normalized against β-actin expression and data are expressed as the mean fold change from the control group or AH group. Three biological replicates were performed and the data are presented as mean ± SD (n = 3). *P < 0.05, **P < 0.01 indicate significantly different from the DMSO-treated group; #P < 0.05 and ##P < 0.01 indicate significantly different from the AH group.

Discussion

Baicalein, a major bioactive compound derived from Scutellaria baicalensis, has been widely studied for its pharmacological effects, particularly in infectious disease control. In our current study, baicalein exhibited significant antibacterial effects against AH, with MIC and MBC values of 40 μg/mL and 80 μg/mL, respectively. Previous studies reported MIC values of baicalein against S. aureus (64–256 μg/mL) (Chan et al., 2011; Chen et al., 2016) and P. aeruginosa (>1,024 μg/mL) (Luo et al., 2016). As some Chinese Herbal Medicine, the MIC and MBC of thymol to AH were 128μg/mL and 256μg/mL, respectively (Liang et al., 2022). The MIC of the water extract from gall, coptis, terminalia, rhubarb to AH were 7.81 mg/mL, 15.63mg/mL, 31.25 mg/mL, 62.50 mg/mL, respectively. The MBC were 15.63 mg/mL, 62.50 mg/mL, 62.50 mg/mL, 125.00 mg/mL, respectively (Su et al., 2012). The MIC values of antibiotics emodin and enrofloxacin against AH were found to be 100μg/mL and 9.375μg/mL respectively (Zhang et al., 2014). Baicalein demonstrated superior antibacterial activity against AH than other Chinese Herbal Medicine and closed to the antibiotics. The time-kill assay further confirmed its bactericidal properties at 80 μg/mL. Biofilm formation is a major contributor to antibiotic resistance (Rather et al., 2021). Using the crystal violet assay, our findings revealed that baicalein significantly inhibited AH biofilm formation and bacterial motility in a concentration-dependent manner, similar to previous reports on S. aureus (Chen et al., 2016) and Streptococcus mutans (Vijayakumar et al., 2021). While the crystal violet assay provides a useful quantitative assessment of biofilm formation by measuring total biomass and surface adhesion, it does not offer detailed structural insights. Future studies incorporating confocal microscopy or scanning electron microscopy (SEM) would allow for more comprehensive visualization of biofilm architecture and extracellular matrix components. Given that bacterial motility plays a critical role in biofilm development (Dressaire et al., 2015; Khong et al., 2021), the inhibition of AH motility by baicalein suggests a potential mechanism for biofilm disruption. Furthermore, baicalein was found to increase membrane permeability and disrupt AH cell membranes, consistent with prior studies on S. aureus (Wang et al., 2023; Paul et al., 2024). Many studies show that baicalein is a safe, low toxicity and few adverse effects (Paul et al., 2024). Studies have shown that the safe dosage is 500mg/kg in rat (Li et al., 2014). We use the dose of 10 mg/kg baicalein in the grass carp. The fish remains healthy with no adverse symptoms. In vivo, baicalein significantly reduced AH burden in grass carp, aligning with its reported efficacy against H. pylori (Chen et al., 2018) and S. suis infections in mice (Lu et al., 2021). Therefore, our findings indicated that baicalein could potentially be used as an antibiotic adjuvant drug for preventing aquatic animal infectious diseases caused by antibiotic-resistant bacteria (Güran et al., 2023; Liu et al., 2020; Wang et al., 2023). However, baicalein uses in aquaculture is limited by its poor water solubility, low bioavailability, and rapid breakdown in fish. It also degrades in alkaline water and is poorly absorbed when given orally. Direct water application is ineffective due to quick dilution. To improve its effectiveness, advanced delivery methods like nanoencapsulation are being explored to enhance stability, absorption, and targeting (Wang et al., 2024).

Microbial infections are regulated by host inflammatory responses, primarily driven by innate immunity. In aquaculture, A. hydrophila (AH)-induced sepsis poses a significant threat, as it triggers a systemic inflammatory response that can lead to severe tissue damage (Semwal et al., 2023). Pro-inflammatory cytokines play a crucial role in immune signaling cascades, with IL-1β, IL-8, and TNF-α being key mediators of inflammation (Megha et al., 2021). The liver is a central organ involved in immune regulation and systemic inflammation in fish (Wu et al., 2016). Moreover, previous studies have shown that baicalein exerts liver-protective effects (Yang et al., 2021), making it a relevant tissue for evaluating its anti-inflammatory potential. In this study, we analyzed inflammation levels in fish and found that AH infection significantly upregulated the expression of IL-1β, IL-8, and TNF-α. However, baicalein treatment markedly suppressed the AH-induced release of these cytokines in the liver. Previous research has demonstrated that baicalein reduces bacterial burden by inhibiting the expression of IL-1β, IL-8, TNF-α, and other inflammatory mediators, thereby mitigating excessive inflammatory responses in severe abdominal sepsis (Chen et al., 2022; Guo et al., 2019; Wang et al., 2023). These findings suggest that baicalein may exert a protective effect against AH-induced damage by attenuating inflammation.

Aquatic organisms produce various antioxidant enzymes and compounds in response to environmental stressors to counteract oxidative damage caused by reactive oxygen species (ROS) and other oxidants (Yang et al., 2022). Maintaining redox homeostasis is a critical component of the defense mechanisms that organisms have evolved to mitigate ROS-induced oxidative damage (Jiang et al., 2024). CAT and SOD are enzymatic antioxidants that play essential roles in neutralizing ROS (Rattanawong et al., 2021). Additionally, GR is involved in the glutathione redox cycle, facilitating the elimination of free radicals and peroxides while enhancing cellular resistance to oxidative stress (Chowdhury et al., 2020). Previous studies have shown that AH infection can induce excessive ROS production (Han et al., 2020), while baicalein exhibits antioxidative effects through its ROS-scavenging properties (Pan et al., 2021). In this study, we found that grass carp challenged with AH exhibited significantly reduced expression levels of SOD, CAT, and GR in liver tissues compared to the control group. However, baicalein treatment significantly upregulated the expression of these antioxidant-related genes, indicating its potential role in enhancing the antioxidant defense system in response to AH-induced oxidative stress.

It is important to note that while our study demonstrates transcriptional changes in inflammation- and antioxidant-related genes, it does not directly assess oxidative damage through biochemical markers such as malondialdehyde (MDA) (Rizzo, 2024). Future studies should incorporate such assays to more comprehensively evaluate the antioxidant efficacy of baicalein in vivo.

Conclusions

Baicalein demonstrated potent antibacterial activity against AH in vitro, inhibiting bacterial motility, preventing biofilm formation, and increasing membrane permeability, ultimately leading to bacterial cell death due to cell structural damage. In vivo, baicalein effectively reduced AH burden, suppressed inflammatory responses, and enhanced antioxidant capacity in grass carp. These findings highlight baicalein's potential as a natural antimicrobial agent for controlling AH infections in aquaculture species.

Data availability statement

The datasets presented in this study can be found in online repositories. The names of the repository and accession numbers can be found in the Table 1.

Ethics statement

The animal study was approved by the Animal Experiment Ethics Committee of Nanyang Normal University (Approval No. NYNU-2022-016). The study was conducted in accordance with the local legislation and institutional requirements.

Author contributions

RQ: Investigation, Conceptualization, Resources, Writing – review & editing, Funding acquisition, Project administration, Writing – original draft, Methodology, Visualization, Formal analysis, Software. JL: Writing – review & editing, Methodology, Visualization. CJ: Methodology, Writing – review & editing, Data curation, Validation. YY: Writing – review & editing, Validation. DL: Writing – review & editing, Data curation. XX: Formal analysis, Writing – review & editing. YL: Validation, Methodology, Data curation, Writing – review & editing. LY: Funding acquisition, Writing – review & editing, Conceptualization, Supervision.

Funding

The author(s) declare that financial support was received for the research and/or publication of this article. This work was partially supported by the Henan Province Central Leading Local Science and Technology Development Fund (Z20221343035), the Doctoral Research Project of Nanyang Normal University (2023QN009), and the Research and Practice Project on Research based Teaching Reform in Undergraduate Universities in Henan Province (2022SYJXLX079).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The author(s) declare that no Gen AI was used in the creation of this manuscript.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

Bhattacharyya, C., Bakshi, U., Mallick, I., Mukherji, S., Bera, B., and Ghosh, A. (2017). Genome guided insights into the plant growth promotion capabilities of the physiologically versatile Bacillus aryabhattai strain AB211. Front. Microbiol. 8:411. doi: 10.3389/fmicb.2017.00411

PubMed Abstract | Crossref Full Text | Google Scholar

Chan, B. C. L., Ip, M., Lau, C. B. S., Lui, S. L., Jolivalt, C., Ganem-Elbaz, C., et al. (2011). Synergistic effects of baicalein with ciprofloxacin against NorA over-expressed methicillin-resistant Staphylococcus aureus (MRSA) and inhibition of MRSA pyruvate kinase. J. Ethnopharmacol. 137, 767–773. doi: 10.1016/j.jep.2011.06.039

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, H. Y., Zhang, S., Li, J., Huang, N., Sun, J., Li, B. H., et al. (2022). Baicalein attenuates severe polymicrobial sepsis via alleviating immune dysfunction of T lymphocytes and inflammation. Chin. J. Integr. Med. 28, 711–718. doi: 10.1007/s11655-022-3510-7

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, M. E., Su, C. H., Yang, J. S., Lu, C. C., Hou, Y. C., Wu, J. B., et al. (2018). Baicalin, baicalein, and Lactobacillus rhamnosus JB3 alleviated Helicobacter pylori infections in vitro and in vivo. J. Food Sci. 83, 3118–3125. doi: 10.1111/1750-3841.14372

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Y., Liu, T., Wang, K., Hou, C., Cai, S., Huang, Y., et al. (2016). Baicalein inhibits Staphylococcus aureus biofilm formation and the quorum sensing system in vitro. PLoS ONE 11:e0153468. doi: 10.1371/journal.pone.0153468

PubMed Abstract | Crossref Full Text | Google Scholar

Chowdhury, A., Nabila, J., Adelusi Temitope, I., and Wang, S. (2020). Current etiological comprehension and therapeutic targets of acetaminophen-induced hepatotoxicity. Pharmacol. Res. 161:105102. doi: 10.1016/j.phrs.2020.105102

PubMed Abstract | Crossref Full Text | Google Scholar

Dressaire, C., Moreira, R. N., Barahona Silva, S., Alves de Matos, V., and Arraiano, C. M. (2015). BolA is a transcriptional regulator that turns off motility and induces biofilm development. mBio 6, e02352-02314. doi: 10.1128/mBio.02352-14

PubMed Abstract | Crossref Full Text | Google Scholar

Du, Y., Han, Y., Zhang, R., Zhang, Y., Bao, S., and Cao, L. (2022). Dietary baicalein improves growth performance, antioxidant activity: and intestinal flora of koi carp (Cyprinus carpio). Aquacult. Rep. 27:101421. doi: 10.1016/j.aqrep.2022.101421

Crossref Full Text | Google Scholar

Guo, Q., Liu, G., Liu, X., and Huang, Q. (2019). Baicalein exerts a protective role in pneumonia caused by Streptococcus pneumoniae. Front. Biosci. Landmark 24, 849–858. doi: 10.2741/4755

PubMed Abstract | Crossref Full Text | Google Scholar

Güran, M., Çakirali, K., Tirali, I., Kandemir, T., Sanlitürk, G., Öcal, M. M., et al. (2023). Meropenem in combination with baicalein exhibits synergism against extensively drug resistant and pan-drug-resistant Acinetobacter baumannii clinical isolates in vitro. Pathog. Dis. 81:ftad007. doi: 10.1093/femspd/ftad007

PubMed Abstract | Crossref Full Text | Google Scholar

Han, Z., Zhou, Y., Zhang, X., Yan, J., Xiao, J., Luo, Y., et al. (2020). Ghrelin modulates the immune response and increases resistance to Aeromonas hydrophila infection in hybrid tilapia. Fish Shellfish Immunol. 98, 100–108. doi: 10.1016/j.fsi.2020.01.006

PubMed Abstract | Crossref Full Text | Google Scholar

Husain, F. M., Ahmad, I., Al-Thubiani, A. S., Abulreesh, H. H., AlHazza, I. M., and Aqil, F. (2017). Leaf extracts of Mangifera indica L. inhibit quorum sensing: regulated production of virulence factors and biofilm in test bacteria. Front. Microbiol. 8:727. doi: 10.3389/fmicb.2017.00727

PubMed Abstract | Crossref Full Text | Google Scholar

Jang, E. J., Cha, S. M., Choi, S. M., and Cha, J. D. (2014). Combination effects of baicalein with antibiotics against oral pathogens. Arch. Oral Biol. 59, 1233–1241. doi: 10.1016/j.archoralbio.2014.07.008

PubMed Abstract | Crossref Full Text | Google Scholar

Jiang, Y. H., Liang, M., Yang, Y. H., Xue, J., and Suo, H. Y. (2024). Probiotic Lactobacillus plantarum SHY21-2 protected zebrafish against Aeromonas hydrophila infection by maintaining intestinal barrier integrity, inhibiting inflammatory and oxidative stress responses: and regulating intestinal microbiome. Aquaculture 582:740506. doi: 10.1016/j.aquaculture.2023.740506

Crossref Full Text | Google Scholar

Khong, N. Z. J., Zeng, Y., Lai, S. K., Koh, C. G., Liang, Z. X., Chiam, K. H., et al. (2021). Dynamic swimming pattern of Pseudomonas aeruginosa near a vertical wall during initial attachment stages of biofilm formation. Sci. Rep. 11:1952. doi: 10.1038/s41598-021-81621-w

PubMed Abstract | Crossref Full Text | Google Scholar

Li, M., Shi, A., Pang, H., Xue, W., Li, Y., Cao, G., et al. (2014). Safety, tolerability, and pharmacokinetics of a single ascending dose of baicalein chewable tablets in healthy subjects. J. Ethnopharmacol. 156, 210–215. doi: 10.1016/j.jep.2014.08.031

PubMed Abstract | Crossref Full Text | Google Scholar

Liang, C., Huang, S., Geng, Y., Huang, X., Chen, D., Lai, W., et al. (2022). A study on the antibacterial mechanism of thymol against Aeromonas hydrophila in vitro. Aquacult. Int. 30, 115–129. doi: 10.1007/s10499-021-00789-0

Crossref Full Text | Google Scholar

Liu, T., Luo, J., Bi, G., Du, Z., Kong, J., and Chen, Y. (2020). Antibacterial synergy between linezolid and baicalein against methicillin-resistant Staphylococcus aureus biofilm in vivo. Microb. Pathog. 147:104411. doi: 10.1016/j.micpath.2020.104411

PubMed Abstract | Crossref Full Text | Google Scholar

Lu, H., Li, X., Wang, G., Wang, C., Feng, J., Lu, W., et al. (2021). Baicalein ameliorates Streptococcus suis-induced infection in vitro and in vivo. Int. J. Mol. Sci. 22:5829. doi: 10.3390/ijms22115829

PubMed Abstract | Crossref Full Text | Google Scholar

Lulijwa, R., Rupia, E. J., and Alfaro, A. C. (2020). Antibiotic use in aquaculture, policies and regulation, health and environmental risks: a review of the top 15 major producers. Rev. Aquacult. 12, 640–663. doi: 10.1111/raq.12344

Crossref Full Text | Google Scholar

Luo, J., Kong, J. L., Dong, B. Y., Huang, H., Wang, K., Wu, L. H., et al. (2016). Baicalein attenuates the quorum sensing-controlled virulence factors of Pseudomonas aeruginosa and relieves the inflammatory response in P. aeruginosa-infected macrophages by downregulating the MAPK and NF-κB signal-transduction pathways. Drug Des. Devel. Ther. 10, 183–203. doi: 10.2147/DDDT.S97221

PubMed Abstract | Crossref Full Text | Google Scholar

Megha, K. B., Joseph, X., Akhil, V., and Mohanan, P. V. (2021). Cascade of immune mechanism and consequences of inflammatory disorders. Phytomedicine 91:153712. doi: 10.1016/j.phymed.2021.153712

PubMed Abstract | Crossref Full Text | Google Scholar

Morimoto, Y., Aiba, Y., Miyanaga, K., Hishinuma, T., Cui, L., Baba, T., et al. (2023). CID12261165, a flavonoid compound as antibacterial agents against quinolone-resistant Staphylococcus aureus. Sci. Rep. 13:1725. doi: 10.1038/s41598-023-28859-8

PubMed Abstract | Crossref Full Text | Google Scholar

Pan, L., Cho, K. S., Yi, I., To, C. H., Chen, D. F., and Do, C. W. (2021). Baicalein, baicalin, and wogonin: protective effects against ischemia-induced neurodegeneration in the brain and retina. Oxid. Med. Cell. Longev. 2021:8377362. doi: 10.1155/2021/8377362

PubMed Abstract | Crossref Full Text | Google Scholar

Paul, A., Das, P., Gogoi, M., Islam, M., Das, S., and Zaman, M. (2024). Baicalein: multiple pharmacological activities, pharmacokinetics: and clinical trials. Rev. Bras. Farmacogn. 34, 1233–1247. doi: 10.1007/s43450-024-00575-y

Crossref Full Text | Google Scholar

Qiu, R., Sun, Y. Y., Guan, C. C., Kan, Y. C., and Yao, L. G. (2021). Characterization of TCR+ and CD8+ head kidney leucocytes in Japanese flounder (Paralichthys olivaceus) with antisera against TCRα and CD8α. J. Fish Biol. 99, 345–353. doi: 10.1111/jfb.14722

PubMed Abstract | Crossref Full Text | Google Scholar

Rather, M. A., Gupta, K., and Mandal, M. (2021). Microbial biofilm: formation, architecture, antibiotic resistance: and control strategies. Braz. J. Microbiol. 52, 1701–1718. doi: 10.1007/s42770-021-00624-x

PubMed Abstract | Crossref Full Text | Google Scholar

Rattanawong, K., Koiso, N., Toda, E., Kinoshita, A., Tanaka, M., Tsuji, H., et al. (2021). Regulatory functions of ROS dynamics via glutathione metabolism and glutathione peroxidase activity in developing rice zygote. Plant J. 108, 1097–1115. doi: 10.1111/tpj.15497

PubMed Abstract | Crossref Full Text | Google Scholar

Rizzo, M. (2024). Measurement of malondialdehyde as a biomarker of lipid oxidation in fish. Am. J. Anal. Chem. 15, 303–332. doi: 10.4236/ajac.2024.159020

Crossref Full Text | Google Scholar

Semwal, A., Kumar, A., and Kumar, N. (2023). A review on pathogenicity of Aeromonas hydrophila and their mitigation through medicinal herbs in aquaculture. Heliyon 9:e14088. doi: 10.1016/j.heliyon.2023.e14088

PubMed Abstract | Crossref Full Text | Google Scholar

Su, Z., Xiao, H., and Chen, L. (2012). “In vitro antibacterial effect of Chinese herbal medicine against Aeromonas hydrophila,” in Information Technology and Agricultural Engineering (Berlin: Springer), 233–239.

Google Scholar

Vaou, N., Stavropoulou, E., Voidarou, C., Tsigalou, C., and Bezirtzoglou, E. (2021). Towards advances in medicinal plant antimicrobial activity: a review study on challenges and future perspectives. Microorganisms 9:2041. doi: 10.3390/microorganisms9102041

PubMed Abstract | Crossref Full Text | Google Scholar

Vijayakumar, A., Sarveswari, H. B., Vasudevan, S., Shanmugam, K., Solomon, A. P., and Neelakantan, P. (2021). Baicalein inhibits Streptococcus mutans biofilms and dental caries-related virulence phenotypes. Antibiotics 10:215. doi: 10.3390/antibiotics10020215

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, R., Wang, C., Lu, L., Yuan, F., and He, F. (2024). Baicalin and baicalein in modulating tumor microenvironment for cancer treatment: a comprehensive review with future perspectives. Pharmacol. Res. 199:107032. doi: 10.1016/j.phrs.2023.107032

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, Y., Su, J., Zhou, Z., Yang, J., Liu, W., Zhang, Y., et al. (2023). Baicalein resensitizes multidrug-resistant gram-negative pathogens to doxycycline. Microbiol. Spectr. 11:e0470222. doi: 10.1128/spectrum.04702-22

PubMed Abstract | Crossref Full Text | Google Scholar

Woo, S., Marquez, L., Crandall, W. J., Risener, C. J., and Quave, C. L. (2023). Recent advances in the discovery of plant-derived antimicrobial natural products to combat antimicrobial resistant pathogens: insights from 2018–2022. Nat. Prod. Rep. 40, 1271–1290. doi: 10.1039/D2NP00090C

PubMed Abstract | Crossref Full Text | Google Scholar

Wu, N., Song, Y. L., Wang, B., Zhang, X. Y., Zhang, X. J., Wang, Y. L., et al. (2016). Fish gut-liver immunity during homeostasis or inflammation revealed by integrative transcriptome and proteome studies. Sci. Rep. 6:36048. doi: 10.1038/srep36048

PubMed Abstract | Crossref Full Text | Google Scholar

Xia, Y. T., Chan, G. K. L., Wang, H. Y., Dong, T. T. X., Duan, R., Hu, W. H., et al. (2020). The anti-bacterial effects of aerial parts of Scutellaria baicalensis: potential application as an additive in aquaculture feedings. Aquaculture 526:735418. doi: 10.1016/j.aquaculture.2020.735418

Crossref Full Text | Google Scholar

Xia, Y. T., Cheng, H. C., Wang, H. Y., Zhang, L. Y., Lin, S., Dong, T., et al. (2023). The extract from aerial part of Scutellaria baicalensis regulates gut microbiota in rabbit fish: replacement of antibiotic fighting against pathogenic bacteria. Aquaculture 565:739140. doi: 10.1016/j.aquaculture.2022.739140

Crossref Full Text | Google Scholar

Yang, J. Y., Li, M., Zhang, C. L., and Liu, D. (2021). Pharmacological properties of baicalin on liver diseases: a narrative review. Pharmacol. Rep. 73, 1230–1239. doi: 10.1007/s43440-021-00227-1

PubMed Abstract | Crossref Full Text | Google Scholar

Yang, X., Lan, W., Zhao, X., Lang, A., and Xie, J. (2022). Inhibitory effects of chitosan grafted chlorogenic acid on antioxidase activity: and lipid and protein oxidation of sea bass (Lateolabrax japonicus) fillets stored at 4°C. J. Sci. Food Agric. 102, 6236–6245. doi: 10.1002/jsfa.11972

PubMed Abstract | Crossref Full Text | Google Scholar

Zainab, S. M., Junaid, M., Xu, N., and Malik, R. N. (2020). Antibiotics and antibiotic resistant genes (ARGs) in groundwater: a global review on dissemination, sources, interactions, environmental and human health risks. Water Res. 187:116455. doi: 10.1016/j.watres.2020.116455

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, W., Zhao, J., Ma, Y., Li, J., and Chen, X. (2022). The effective components of herbal medicines used for prevention and control of fish diseases. Fish Shellfish Immunol. 126, 73–83. doi: 10.1016/j.fsi.2022.05.036

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, Y., Liu, B., Ge, X., Liu, W., Xie, J., Ren, M., et al. (2014). Comparative study of antibacterial properties of emodin and enrofloxacin against Aeromonas hydrophila. Isr. J. Aquacult. Bamidgeh 66:20740. doi: 10.46989/001c.20740

Crossref Full Text | Google Scholar

Zheng, D., Yin, G., Liu, M., Chen, C., Jiang, Y., Hou, L., et al. (2021). A systematic review of antibiotics and antibiotic resistance genes in estuarine and coastal environments. Sci. Total Environ. 777:146009. doi: 10.1016/j.scitotenv.2021.146009

PubMed Abstract | Crossref Full Text | Google Scholar

Zhu, F. (2020). A review on the application of herbal medicines in the disease control of aquatic animals. Aquaculture 526:735422. doi: 10.1016/j.aquaculture.2020.735422

Crossref Full Text | Google Scholar

Keywords: baicalein, Aeromonas hydrophila, antibacterial, biofilm, grass carp

Citation: Qiu R, Li J, Jiang C, Yu Y, Li D, Xie X, Lei Y and Yao L (2025) Antibacterial activity of baicalein against Aeromonas hydrophila: in vitro and in vivo evaluation. Front. Microbiol. 16:1615029. doi: 10.3389/fmicb.2025.1615029

Received: 20 April 2025; Accepted: 23 June 2025;
Published: 14 July 2025.

Edited by:

Xiangming Tang, Nanjing Institute of Geography and Limnology, China

Reviewed by:

Anju V. T., St. Joseph's College, India
Zulhisyam Abdul Kari, Universiti Malaysia Kelantan, Malaysia

Copyright © 2025 Qiu, Li, Jiang, Yu, Li, Xie, Lei and Yao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Yang Lei, bGVpeWFuZ2dkQDE2My5jb20=; Lunguang Yao, bHVuZ3Vhbmd5YW9AMTYzLmNvbQ==

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.