1.Effect and Mechanisms of Bushen Tongluo Prescription on Pulmonary Fibrosis via Inhibiting Macrophage Polarization Through Wnt3a/β-catenin Signaling Pathway
Yanxia LIANG ; Xuelian YU ; Wenwen WANG ; Guangsen LI ; Hongfei XING ; Maorong FAN ; Bin YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(11):112-123
ObjectiveThis study aimed to investigate whether Bushen Tongluo prescription inhibits macrophage polarization by regulating the Wnt3a/β-catenin signaling pathway, thereby reducing epithelial-mesenchymal transition and excessive extracellular matrix deposition, in order to elucidate the anti-pulmonary fibrosis mechanisms of Bushen Tongluo prescription and provide a new theoretical basis for the clinical treatment of pulmonary fibrosis. MethodsFifty male Sprague-Dawley (SD) rats were randomly divided into a blank group, model group, pirfenidone group, and high- and low-dose Bushen Tongluo prescription groups. Except for the blank group, the pulmonary fibrosis model was established by intratracheal instillation of bleomycin. Intervention was initiated on day 28 after modeling. The high- and low-dose Bushen Tongluo prescription groups were administered Bushen Tongluo prescription at doses of 30.88, 15.44 g·kg-1, respectively, by intragastric gavage. The pirfenidone group was administered pirfenidone capsules at 110 mg·kg-1 by intragastric gavage. The blank and model groups were given an equal volume of normal saline by gavage, once daily for 90 days. After treatment, the level of transforming growth factor-β1 (TGF-β1) in bronchoalveolar lavage fluid (BALF) was detected by enzyme-linked immunosorbent assay (ELISA). Morphological changes in lung tissue and the collagen volume fraction were compared. The protein distribution and expression of E-cadherin, cytokeratin 19, α-smooth muscle actin (α-SMA), vimentin, collagen type Ⅰ (Col Ⅰ), and collagen type Ⅲ (Col Ⅲ) in lung tissue were detected by immunohistochemistry. The protein distribution and expression of CD68, arginase-1 (Arg-1), inducible nitric oxide synthase (iNOS), Wnt3a, and β-catenin in lung tissue were detected by immunofluorescence. The protein expression of Wnt3a and β-catenin in lung tissue was detected by Western blot, and the mRNA expression of Wnt3a and β-catenin was detected by Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR). ResultsCompared with the blank group, a large number of inflammatory cells infiltrated the airway walls, alveolar spaces, and interstitial tissue in the model group, with obvious fibrous tissue hyperplasia. The level of TGF-β1 in BALF was significantly increased. The protein expression of E-cadherin and cytokeratin 19 in lung tissue was decreased, whereas the protein expression of α-SMA, Vimentin, Wnt3a, β-catenin, Col Ⅰ, and Col Ⅲ was increased. The fluorescence-positive area ratios of CD68, Arg-1, iNOS, Wnt3a, and β-catenin in lung tissue were increased. The protein and mRNA expression levels of Wnt3a and β-catenin in lung tissue were significantly increased (P<0.01). Compared with the model group, all treatment groups showed varying degrees of improvement in inflammatory cell infiltration and fibrous tissue hyperplasia in the airway walls, alveolar spaces, and interstitial tissue, decreased TGF-β1 levels in BALF, increased protein expression of E-cadherin and cytokeratin 19 in lung tissue, decreased protein expression of α-SMA, Vimentin, Col Ⅰ, and Col Ⅲ, decreased fluorescence-positive area ratios of CD68, Arg-1, iNOS, Wnt3a, and β-catenin in lung tissue, and decreased protein and mRNA expression levels of Wnt3a and β-catenin in lung tissue (P<0.05, P<0.01). ConclusionBushen Tongluo prescription can improve bleomycin-induced pulmonary fibrosis in rats by inhibiting epithelial-mesenchymal transition and reducing excessive extracellular matrix deposition. The mechanism may be related to inhibition of the Wnt3a/β-catenin signaling pathway and the macrophage polarization mediated by this pathway.
2.Bioinformatics and Animal Experiments Reveal Mechanism of Shouhui Tongbian Capsules in Treating Constipation
Yong LIANG ; Qimeng ZHANG ; Bin GE ; Yang ZHANG ; Yu SHI ; Yue LU ; Hongxi ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):150-157
ObjectiveTo explore the mechanism of Shouhui Tongbian capsules in treating constipation based on the research foundation of its active components combined with network pharmacology and animal experiments. MethodsThe drug components were imported into SwissTargetPrediction to predict the targets of Shouhui Tongbian capsules, and constipation-related targets were collected from disease databases. A protein-protein interaction (PPI) network was constructed for the common targets shared by Shouhui Tongbian capsules and constipation to screen key targets, which was followed by gene ontology (GO) function and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analyses. A "bioactive component-target-pathway" network was constructed, and the core components of Shouhui Tongbian capsules in treating constipation were screened based on the topological parameters of this network. Molecular docking was employed to predict the binding affinity of core components to key targets. A mouse model of constipation was constructed to screen the key pathways and targets of the drug intervention in constipation. ResultsThe PPI network revealed six key constipation-related targets: protein kinase B (Akt1), B-cell lymphoma-2 (Bcl-2), glycogen synthase kinase-3β (GSK-3β), cyclooxygenase-2 (PTGS2), estrogen receptor 1 (ESR1), and epidermal growth factor receptor (EGFR). The KEGG pathway analysis showed that the phosphatidylinositol 3-kinase (PI3K)/Akt signaling pathway was the most enriched. The topological parameter analysis of the "bioactive component-target-pathway" network screened out the top 10 core components: auranetin, isosinensetin, naringin, diosmetin, quercetin, apigenin, luteolin, hesperidin, isorhapontigenin, and chrysophanol. Molecular docking results showed that the 10 core components had strong binding affinity with the 6 key targets. Animal experiments showed that after intervention with different doses of Shouhui Tongbian capsules, the time to the first black stool excretion was reduced and the fecal water content and small intestine charcoal propulsion rate of mice were improved. After treatment with Shouhui Tongbian capsules, the colonic mucosal injury and glandular arrangement were alleviated, and the muscle layer thickness was increased. Western blot results showed that Shouhui Tongbian capsules recovered the expression of apoptosis-related molecules mediated by the PI3K/Akt pathway in the colonic tissue of constipated mice. Terminal-deoxynucleotidyl transferase-mediated nick end labeling (TUNEL) results showed that the cell apoptosis rate of the colon significantly reduced after intervention with Shouhui Tongbian capsules. ConclusionThe results of network pharmacology and animal experiments confirmed that Shouhui Tongbian capsules can treat constipation through multiple targets and pathways. The capsules can effectively intervene in loperamide-induced constipation in mice by regulating the constipation indicators and reducing cell apoptosis in the colon tissue via activating the PI3K/Akt signaling pathway.
3.Carnosic acid inhibits osteoclast differentiation by inhibiting mitochondrial activity
Haishan LI ; Yuheng WU ; Zixuan LIANG ; Shiyin ZHANG ; Zhen ZHANG ; Bin MAI ; Wei DENG ; Yongxian LI ; Yongchao TANG ; Shuncong ZHANG ; Kai YUAN
Chinese Journal of Tissue Engineering Research 2025;29(2):245-253
BACKGROUND:Carnosic acid,a bioactive compound found in rosemary,has been shown to reduce inflammation and reactive oxygen species(ROS).However,its mechanism of action in osteoclast differentiation remains unclear. OBJECTIVE:To investigate the effects of carnosic acid on osteoclast activation,ROS production,and mitochondrial function. METHODS:Primary bone marrow-derived macrophages from mice were extracted and cultured in vitro.Different concentrations of carnosic acid(0,10,15,20,25 and 30 μmol/L)were tested for their effects on bone marrow-derived macrophage proliferation and toxicity using the cell counting kit-8 cell viability assay to determine a safe concentration.Bone marrow-derived macrophages were cultured in graded concentrations and induced by receptor activator of nuclear factor-κB ligand for osteoclast differentiation for 5-7 days.The effects of carnosic acid on osteoclast differentiation and function were then observed through tartrate-resistant acid phosphatase staining,F-actin staining,H2DCFDA probe and mitochondrial ROS,and Mito-Tracker fluorescence detection.Western blot and RT-PCR assays were subsequently conducted to examine the effects of carnosic acid on the upstream and downstream proteins of the receptor activator of nuclear factor-κB ligand-induced MAPK signaling pathway. RESULTS AND CONCLUSION:Tartrate-resistant acid phosphatase staining and F-actin staining showed that carnosic acid dose-dependently inhibited in vitro osteoclast differentiation and actin ring formation in the cell cytoskeleton,with the highest inhibitory effect observed in the high concentration group(30 μmol/L).Carnosic acid exhibited the most significant inhibitory effect during the early stages(days 1-3)of osteoclast differentiation compared to other intervention periods.Fluorescence imaging using the H2DCFDA probe,mitochondrial ROS,and Mito-Tracker demonstrated that carnosic acid inhibited cellular and mitochondrial ROS production while reducing mitochondrial membrane potential,thereby influencing mitochondrial function.The results of western blot and RT-PCR revealed that carnosic acid could suppress the expression of NFATc1,CTSK,MMP9,and C-fos proteins associated with osteoclast differentiation,and downregulate the expression of NFATc1,Atp6vod2,ACP5,CTSK,and C-fos genes related to osteoclast differentiation.Furthermore,carnosic acid enhanced the expression of antioxidant enzyme proteins and reduced the generation of ROS during the process of osteoclast differentiation.Overall,carnosic acid exerts its inhibitory effects on osteoclast differentiation by inhibiting the phosphorylation modification of the P38/ERK/JNK protein and activating the MAPK signaling pathway in bone marrow-derived macrophages.
4.Resveratrol activates extracellular-regulated protein kinase 5 signaling protein to promote proliferation of mouse MC3T3-E1 cells
Yongkang NIU ; Zhiwei FENG ; Yaobin WANG ; Zhongcheng LIU ; Dejian XIANG ; Xiaoyuan LIANG ; Zhi YI ; Hongwei ZHAN ; Bin GENG ; Yayi XIA
Chinese Journal of Tissue Engineering Research 2025;29(5):908-916
BACKGROUND:The extracellular-regulated protein kinase 5(ERK5)signaling protein is essential for the survival of organisms,and resveratrol can promote osteoblast proliferation through various pathways.However,whether resveratrol can regulate osteoblast function through the ERK5 signaling protein needs further verification. OBJECTIVE:To explore the regulatory effect of ERK5 on the proliferation of MC3T3-E1 cells and related secreted proteins,and to further verify whether resveratrol can complete the above process by activating ERK5. METHODS:Mouse MC3T3-E1 preosteoblasts were treated with complete culture medium,XMD8-92(an ERK5 inhibitor),epidermal growth factor(an ERK5 activator),resveratrol alone,XMD8-92+EGF,and resveratrol+XMD8-92,respectively.Western blot assay was used to detect the expression of ERK5 and p-ERK5 proteins,proliferation-related proteins Cyclin D1,CDK4 and PCNA,and osteoblast-secreted proteins osteoprotegerin and receptor activator of nuclear factor-κB ligand in MC3T3-E1 cells of each group.The fluorescence intensity of ERK5,osteoprotegerin and receptor activator of nuclear factor-κB ligand in each group was detected by cell immunofluorescence staining,and cell proliferation was detected by EdU staining,respectively.The appropriate concentration and time of resveratrol intervention in MC3T3-E1 cells were determined by cell morphology observation and cell counting kit-8 assay. RESULTS AND CONCLUSION:The activation of ERK5 signaling protein could effectively promote the proliferation of MC3T3-E1 cells,up-regulate the osteoprotegerin/receptor activator of nuclear factor-κB ligand ratio.The appropriate concentration and time for resveratrol intervention in MC3T3-E1 cells was 5 μmol/L and 24 hours,respectively.Resveratrol could activate ERK5 signaling protein,thereby promoting osteoblast proliferation and up-regulating the osteoprotegerin/RANKL ratio.All these results indicate that resveratrol can promote the proliferation of MC3T3-E1 cells and up-regulate the osteoprotegerin/RANKL ratio by activating the ERK5 signaling protein.
5.Mechanisms by which microgravity causes osteoporosis
Dejian XIANG ; Xiaoyuan LIANG ; Shenghong WANG ; Changshun CHEN ; Cong TIAN ; Zhenxing YAN ; Bin GENG ; Yayi XIA
Chinese Journal of Tissue Engineering Research 2025;29(10):2132-2140
BACKGROUND:The imbalance between bone resorption and bone formation in microgravity environments leads to significant bone loss in astronauts.Current research indicates that bone loss under microgravity conditions is the result of the combined effects of various cells,tissues,and systems. OBJECTIVE:To review different biological effects of microgravity on various cells,tissues,or systems,and summarize the mechanisms by which microgravity leads to the development of osteoporosis. METHODS:Databases such as PubMed,Web of Science,and the Cochrane Database were searched for relevant literature from 2000 to 2023.The inclusion criteria were all articles related to tissue engineering studies and basic research on osteoporosis caused by microgravity.Ultimately,85 articles were included for review. RESULTS AND CONCLUSION:(1)In microgravity environment,bone marrow mesenchymal stem cells tend to differentiate more into adipocytes rather than osteoblasts,and hematopoietic stem cells in this environment are more inclined to differentiate into osteoclasts,reducing differentiation into the erythroid lineage.At the same time,microgravity inhibits the proliferation and differentiation of osteoblasts,promotes apoptosis of osteoblasts,alters cell morphology,and reduces the mineralization capacity of osteoblasts.Microgravity significantly increases the number and activity of osteoclasts.Microgravity also hinders the differentiation of osteoblasts into osteocytes and promotes the apoptosis of osteocytes.(2)In a microgravity environment,the body experiences changes such as skeletal muscle atrophy,microvascular remodeling,bone microcirculation disorders,and endocrine disruption.These changes lead to mechanical unloading in the bone microenvironment,insufficient blood perfusion,and calcium cycle disorders,which significantly impact the development of osteoporosis.(3)At present,the mechanism by which microgravity causes osteoporosis is relatively complex.A deeper study of these physiological mechanisms is crucial to ensuring the health of astronauts during long-term space missions,and provides a theoretical basis for the prevention and treatment of osteoporosis.
6.Clinical features, diagnosis and treatment of esophageal fistula after radiofrequency catheter ablation for atrial fibrillation
Lin GUO ; Songlei QU ; Shaoyan ZHANG ; Dong LI ; Lin LIANG ; Bin YOU
Chinese Journal of Digestive Surgery 2025;24(10):1338-1344
Objective:To investigate the clinical features, diagnosis and treatment of eso-phageal fistula (EF) after radiofrequency catheter ablation (RFCA) for atrial fibrillation.Methods:The retrospective and descriptive study was conducted. The clinical data of 15 patients with EF after RFCA for atrial fibrillation who were admitted to Beijing Anzhen Hospital of Capital Medical University from January 2020 to December 2024 were collected. There were 11 males and 4 females, aged (64±7)years. All patients underwent surgical treatment. Observation indicators: (1) diagnosis and surgery; (2) postoperative situations; (3) follow-up. Measurement data with normal distribution were represented as Mean±SD, measurement data with skewed distribution were represented as M (range), and count data were represented as absolute numbers. Results:(1) Diagnodid and surgery. Of the 15 patients, radiofrequency catheter ablation included pulmonary vein isolation plus linear ablation in 13 cases and pulmonary vein isolation alone in 2 cases. The time to postoperative symptom onset of EF in 15 patients was (13±8)days. The main clinical manifestations included persistent chest pain in 14 cases, fever in 12 cases, dysphagia in 2 cases, and neurological symptoms in 2 cases (the same patient could have multiple symptoms). All patients presented with signs of infection of varying severity. Contrast-enhanced chest computed tomography (CT) or pulmonary vein CT angio-graphy revealed mediastinal emphysema, pneumopericardium with pericardial effusion, localized esophageal wall thickening with exudation, abnormalities in the posterior wall of the left atrium, or contrast extravasation in all patients. Cerebral imaging examination showed newly developed cerebral infarcts in 2 patients. The time from symptom onset to surgical intervention was 2(range, 1-10)days.All 15 patients underwent surgical treatment immediately after being diagnosed or highly suspected of EF via multidisciplinary collaboration. Among them, 11 patients with atrial-esophageal fistula (AEF) underwent left atrial defect repair plus left thoracic esophageal repair under cardio-pulmonary bypass through a median sternotomy, 3 patients with simple EF underwent left thoracic esophageal repair, 1 patient with AEF underwent atrial repair plus esophageal exclusion and drainage due to severe mediastinal infection. The diameter of the left atrial defect in the 15 patients was (12±5)mm, and the diameter of the esophageal defect was (11±4)mm. There was no patient cured with conservative treatment or converted to surgical treatment after failed conservative treatment.(2)Postoperative situations.Of the 15 patients, 3 cases developed pulmonary infection and were improved after anti-infective treatment. The duration of postoperative hospital stay was (21±5)days. (3) Follow-up. All 15 patients were followed up for 11(range, 3-18)months. Two of 15 patients died. One patient undergoing atrial repair plus esophageal diversion and drainage died postoperatively due to sepsis and multiple organ failure, and one patient undergoing left thoracic esophageal repair died of acute cardiac tamponade one week after surgery. The remaining 13 patients recovered well, without recurrence or new complications.Conclusions:The main clinical features of esophageal fistula after RFCA for atrial fibrillation include persistent chest pain, fever, accompanying signs of infection. Early contrast-enhanced chest CT or pulmonary vein CT angiography is helpful for diagnosis, and active surgical treatment after confirmation via multidisciplinary collaboration can improve patient prognosis.
7.Risk factors analysis of residual displacement after Kirschner wire internal fixation for unstable humeral supracondylar fracture in children
Xu-bin MA ; Jun-ke LI ; Liang LI
Journal of Regional Anatomy and Operative Surgery 2025;34(9):822-827
Objective To explore the risk factors of residual displacement after Kirschner wire internal fixation for unstable humeral supracondylar fracture in children.Methods A total of 128 children who underwent Kirschner wire internal fixation for humeral supracondylar fracture in our hospital from March 2019 to October 2023 were selected.According to the degree of humeral supracondylar displacement after recovery,the patients were divided into the normal group(n=63),grade Ⅰ group(n=29),grade Ⅱ group(n=22)and grade Ⅲgroup(n=14).The mechanical parameters before and after the operation and general data of patients in each group were compared.A LASSO regression model was established to screen the influencing factors of residual displacement.Multivariate Logistic regression analysis was used to analyze the risk factors of postoperative residual displacement in patients with grade Ⅲ.A risk factor model of postoperative residual displacement was constructed and evaluated.Results After treatment with Kirschner wire internal fixation,the humeral supracondylar mechanical parameters of the patients significantly improved compared to those before operation(P<0.05).There were statistically significant differences among the groups in terms of fracture healing time,fracture fixation time,Gartland classification,reduction method,postoperative complications,Flynn score,anterior inclination angle of the humeral head,Baumann angle,carrying angle,and distal humeral torsion angle(P<0.05).The LASSO regression model indicated that fracture healing time,Gartland classification,postoperative complications,Baumann angle,distal humeral torsion angle,and Flynn score were the relevant indicators of residual displacement.The Logistic regression analysis revealed that fracture healing time≥50 minutes,Gartland classification of grade Ⅲ,occurrence of postoperative complications,and Flynn score(average or poor)were independent risk factors for residual displacement after surgery in patients with grade Ⅲ.The receiver operating characteristic(ROC)curve showed that this risk factor model had good discrimination ability[area under the curve(AUC)=0.858,95%CI:0.823 to 0.897].Conclusion The internal fixation with Kirschner wire for treatment of humeral supracondylar fracture has a remarkable therapeutic effect,and it can significantly improve the humeral supracondylar mechanical parameters of the patients.The fracture healing time≥50 minutes,Gartland classification of grade Ⅲ,occurrence of postoperative complications,and Flynn score(average or poor)are risk factors for residual displacement after internal fixation with Kirschner wire in patients with humeral supracondylar fracture.
8.Efficacy of modified single-port thoracoscopic sympathectomy combined with disconnection ventilation in the treatment of primary palmar hyperhidrosis
Nengkang BIN ; Changze ZHENG ; Ansheng MO ; Yunxin LU ; Shiqi LIANG ; Gengwei LI
China Modern Doctor 2025;63(1):10-13,17
Objective To investigate the clinical efficacy and safety of modified single-port thoracoscopic sympathectomy combined with disconnection ventilation in the treatment of primary palmar hyperhidrosis(PPH).Methods The perioperative indexes,clinical efficacy and postoperative complications of 20 patients with PPH who underwent modified single-port thoracoscopic sympathectomy combined with disconnection ventilation in Wuming Hospital of Guangxi Medical University from June 2020 to July 2024 were retrospectively analyzed.Results All patients successfully completed the operation without serious complications and death.The average operation time was(56.15±16.00)min,and the average intraoperative blood loss was(3.35±1.39)ml.The treatment effective rate was 100%,the average postoperative hospitalization time was(2.15±0.86)days,and the average hospitalization cost was(9485.56±1601.77)yuan.During the follow-up period of 1 to 45 months,there were no recurrent cases and no obvious cases of compensatory hyperhidrosis.Conclusion The modified single-port thoracoscopic sympathectomy combined with disconnection ventilation has good efficacy and safety in the treatment of PPH.
9.Mechanism of rosmarinic acid regulating NF-κB/NLRP3 signaling pathway to alleviate acute gouty arthritis in rats
Lihuan WANG ; Yijie LI ; Huan YANG ; Jiarong LIANG ; Bin YE
Chinese Journal of Immunology 2025;41(1):25-31,38
Objective:To investigate the anti-inflammatory action and mechanism of action of rosmarinic acid(RA),a Chi-nese monomeric herbal compound based on the NF-κB/NLRP3 pathway in a rat model of acute gouty arthritis(AGA).Methods:Forty healthy male SD rats were randomly assigned to five groups,and the model and drug administration groups were established a rat model of AGA by injecting a suspension of sodium urate crystals(MSU)into the joint cavity of the right paw of the rats.The degree of ankle joint swelling was measured using vernier calipers and stained with hematoxylin-eosin(HE).The inflammatory infiltration of the ankle joint and chondrocyte shedding was observed by staining with Safranine O-fast green(SOFG)and Mankin's score.The levels of IL-6,IL-1β and TNF-α in the right ankle joint of rats were determined by ELISA and the expression of NF-κB/NLRP3 pathway-associated proteins in the ankle joint were measured by Western blot.Results:Injection of MSU suspension into the ankle successfully induced AGA in rats.Compared with control group,the rats in model group showed significantly increased ankle swelling(P<0.01),greater in-flammatory infiltration,significant chondrocyte detachment,significantly increased secretion of IL-1β,IL-6 and TNF-α(P<0.01)and increased expressions of NF-κB/NLRP3 pathway-related proteins.Compared with model group,RA showed greater anti-inflamma-tory effects,dose-dependently inhibiting the development of ankle swelling in rats(P<0.01,P<0.001)and inhibited inflammatory cy-tokine infiltration.RA inhibited the secretion of inflammatory cytokines IL-6,IL-1β,TNF-α(P<0.01)and inhibited the expressions of proteins associated with the NF-κB/NLRP3 pathway(P<0.01).Conclusion:RA shows potent anti-inflammatory effects in a mouse model of AGA,and the mechanism is associated with regulation of the NF-κB/NLRP3 pathway.
10.A review on the screening methods for the discovery of natural antimicrobial peptides
Bin YANG ; Hongyan YANG ; Jianlong LIANG ; Jiarou CHEN ; Chunhua WANG ; Yuanyuan WANG ; Jincai WANG ; Wenhui LUO ; Tao DENG ; Jialiang GUO
Journal of Pharmaceutical Analysis 2025;15(1):81-96
Natural antimicrobial peptides(AMPs)are promising candidates for the development of a new gener-ation of antimicrobials to combat antibiotic-resistant pathogens.They have found extensive applications in the fields of medicine,food,and agriculture.However,efficiently screening AMPs from natural sources poses several challenges,including low efficiency and high antibiotic resistance.This review focuses on the action mechanisms of AMPs,both through membrane and non-membrane routes.We thoroughly examine various highly efficient AMP screening methods,including whole-bacterial adsorption binding,cell membrane chromatography(CMC),phospholipid membrane chromatography binding,membrane-mediated capillary electrophoresis(CE),colorimetric assays,thin layer chromatography(TLC),fluorescence-based screening,genetic sequencing-based analysis,computational mining of AMP data-bases,and virtual screening methods.Additionally,we discuss potential developmental applications for enhancing the efficiency of AMP discovery.This review provides a comprehensive framework for identifying AMPs within complex natural product systems.

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