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Zhang S, Lu G, Wang W, Li Q, Wang R, Zhang Z, Wu X, Liang C, Liu Y, Li P, Wen Q, Cui B, Zhang F. A predictive machine-learning model for clinical decision-making in washed microbiota transplantation on ulcerative colitis. Comput Struct Biotechnol J 2024; 24:583-592. [PMID: 39281978 PMCID: PMC11399476 DOI: 10.1016/j.csbj.2024.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 08/21/2024] [Accepted: 08/21/2024] [Indexed: 09/18/2024] Open
Abstract
Machine learning based on clinical data and treatment protocols for better clinical decision-making is a current research hotspot. This study aimed to build a machine learning model on washed microbiota transplantation (WMT) for ulcerative colitis (UC), providing patients and clinicians with a new evaluation system to optimize clinical decision-making. Methods Patients with UC who underwent WMT via mid-gut or colonic delivery route at an affiliated hospital of Nanjing Medical University from April 2013 to June 2022 were recruited. Model ensembles based on the clinical indicators were constructed by machine-learning to predict the clinical response of WMT after one month. Results A total of 366 patients were enrolled in this study, with 210 patients allocated for training and internal validation, and 156 patients for external validation. The low level of indirect bilirubin, activated antithrombin III, defecation frequency and cholinesterase and the elderly and high level of creatine kinase, HCO3 - and thrombin time were related to the clinical response of WMT at one month. Besides, the voting ensembles exhibited an area under curve (AUC) of 0.769 ± 0.019 [accuracy, 0.754; F1-score, 0.845] in the internal validation; the AUC of the external validation was 0.614 ± 0.017 [accuracy, 0.801; F1-score, 0.887]. Additionally, the model was available at https://wmtpredict.streamlit.app. Conclusions This study pioneered the development of a machine learning model to predict the one-month clinical response of WMT on UC. The findings demonstrate the potential value of machine learning applications in the field of WMT, opening new avenues for personalized treatment strategies in gastrointestinal disorders. Trial registration clinical trials, NCT01790061. Registered 09 February 2013 - Retrospectively registered, https://clinicaltrials.gov/study/NCT01790061.
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Affiliation(s)
- Sheng Zhang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Gaochen Lu
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Weihong Wang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qianqian Li
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Rui Wang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zulun Zhang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xia Wu
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chenchen Liang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yujie Liu
- Department of Medicine & Therapeutics, the Chinese University of Hong Kong, Hong Kong, China
| | - Pan Li
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Quan Wen
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Bota Cui
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Faming Zhang
- Department of Microbiota Medicine & Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Engineering Research Center for Advanced Microbiota Medicine, Key Lab of Holistic Integrative Enterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
- National Clinical Research Center for Digestive Diseases, Xi'an, China
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Deng B, Lin S, Wang Y, Zhang M, Shen Y, Zhou P, Shen A, Wang L, Ding F, Liu J. Hyaluronic Acid-Nanocoated Bacteria Generate an Anti-Inflammatory Tissue-Repair Effect in Impaired Gut and Extraintestinal Organs. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024:e2412783. [PMID: 39568244 DOI: 10.1002/adma.202412783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 10/23/2024] [Indexed: 11/22/2024]
Abstract
Diverse extraintestinal diseases are characterized by localized inflammatory responses and tissue damage, accompanied with intestinal inflammation and injury. Here, a dual-functionality and dual-location intervention strategy is reported, which is the use of hyaluronic acid-nanocoated Clostridium butyricum to generate an anti-inflammatory tissue-repair effect in the impaired gut and extraintestinal organs. Nanocoated bacteria attenuate intestinal mucosal inflammation and recover gut barrier integrity by leveraging the immunosuppressive nature of hyaluronic acid and the butyrate-producing ability of Clostridium butyricum. Nanocoated bacteria also alleviate the interstitial inflammation and pathological damage of extraintestinal organs via remodeling microbial metabolites and decreasing microbial translocation. In murine models of acute kidney injury and chronic kidney disease, oral delivery of nanocoated bacteria demonstrates the potency to restore renal function and eliminate renal fibrosis. This work proposes a type of next-generation living therapeutics for treating extraintestinal diseases.
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Affiliation(s)
- Bo Deng
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Sisi Lin
- Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Institute of Molecular Medicine, State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Yu Wang
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Mengmeng Zhang
- Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Institute of Molecular Medicine, State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Yuqi Shen
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Peihui Zhou
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Aiwen Shen
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Lu Wang
- Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Institute of Molecular Medicine, State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Feng Ding
- Division of Nephrology, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200011, China
| | - Jinyao Liu
- Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Institute of Molecular Medicine, State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
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Feng YL, Xu XR, Zhu QM, Chang J, Zhang HL, Wang N, Sun JB, Liu J, Zhang J, Sun CP. Aucklandiae radix targeted PKM2 to alleviate ulcerative colitis: Insights from the photocrosslinking target fishing technique. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 134:155973. [PMID: 39241384 DOI: 10.1016/j.phymed.2024.155973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 07/19/2024] [Accepted: 08/19/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) is a chronic and relapsing disease marked by chronic tissue inflammation that alters the integrity and function of the gut, seriously impacting patient health and quality of life. Aucklandiae Radix (AR), known as Mu Xiang in Chinese, is a traditional Chinese medicine documented in Chinese Pharmacopoeia with effects of strengthening the intestine and stopping diarrhea. However, the potential of AR in treating intestinal inflammation and its underlying mechanism have yet to be further elucidated. PURPOSE The objective of this study was to explore the protective effect and the potential mechanism attributable to AR for treating ulcerative colitis (UC). STUDY DESIGN AND METHODS A murine model of UC was constructed using dextran sulfate sodium (DSS) to examine the therapeutic potential of AR in alleviating inflammation and modulating the immune response. Advanced techniques such as photocrosslinking target fishing technique, click chemistry, Western blot analysis, real-time quantitative PCR, flow cytometry, immunofluorescence, and immunohistochemistry were employed to unveil the therapeutic mechanism of AR for treating IBD. RESULTS AR decreased disease activity index (DAI) score to alleviate the course of IBD through ameliorating intestinal barrier function in DSS-induced mice. Furthermore, AR suppressed NF-κB and NLRP3 pathways to reduce the release of pro-inflammatory factors interleukin-6 and 1β (IL-6 and IL-1β) and tumor necrosis factor α (TNF-α), allowing to alleviate the inflammatory response. Flow cytometry revealed that AR could reduce the accumulation of intestinal macrophages and neutrophils, maintaining intestinal immune balance by regulating the ratio of Treg to Th17 cells. It was worth noting that pyruvate kinase isozyme type M2 (PKM2) served as a potential target of AR using the photocrosslinking target fishing technology, which was further supported by cellular thermal shift assay (CETSA), drug affinity target stability (DARTS), and PKM2 knockdown experiments. CONCLUSION AR targeted PKM2 to inhibit NF-κB and NLRP3 pathways, thereby modulating the inflammatory response and immunity to alleviate DSS-induced UC. These findings suggested the potential of AR in the treatment of UC and AR as a candidate for developing PKM2 regulators.
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Affiliation(s)
- Yan-Li Feng
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China
| | - Xin-Rong Xu
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China
| | - Qi-Meng Zhu
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China
| | - Jing Chang
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China
| | - Hui-Lin Zhang
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China; College of Pharmacy, Dalian Medical University, Dalian 116044, PR China
| | - Na Wang
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China
| | - Jian-Bo Sun
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China; College of Pharmacy, Dalian Medical University, Dalian 116044, PR China
| | - Jing Liu
- College of Pharmacy, Dalian Medical University, Dalian 116044, PR China.
| | - Juan Zhang
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China; School of Medical Technology, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China.
| | - Cheng-Peng Sun
- School of Chinese Materia Medica, Tianjin Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, PR China.
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Liang W, Zhang W, Tian J, Zhang X, Lv X, Qu A, Chen J, Wu Z. Advances in carbohydrate-based nanoparticles for targeted therapy of inflammatory bowel diseases: A review. Int J Biol Macromol 2024; 281:136392. [PMID: 39423983 DOI: 10.1016/j.ijbiomac.2024.136392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 09/13/2024] [Accepted: 10/05/2024] [Indexed: 10/21/2024]
Abstract
The incidence of inflammatory bowel disease (IBD), a chronic gastrointestinal disorder, is rapidly increasing worldwide. Unfortunately, the current therapies for IBD are often hindered by premature drug release and undesirable side effects. With the advancement of nanotechnology, the innovative targeted nanotherapeutics are explored to ensure the accurate delivery of drugs to specific sites in the colon, thereby reducing side effects and improving the efficacy of oral administration. The emphasis of this review is to summarize the potential pathogenesis of IBD and highlight recent breakthroughs in carbohydrate-based nanoparticles for IBD treatment, including their construction, release mechanism, potential targeting ability, and their therapeutic efficacy. Specifically, we summarize the latest knowledge regarding environmental-responsive nano-systems and active targeted nanoparticles. The environmental-responsive drug delivery systems crafted with carbohydrates or other biological macromolecules like chitosan and sodium alginate, exhibit a remarkable capacity to enhance the accumulation of therapeutic drugs in the inflamed regions of the digestive tract. Active targeting strategies improve the specificity and accuracy of oral drug delivery to the colon by modifying carbohydrates such as hyaluronic acid and mannose onto nanocarriers. Finally, we discuss the challenges and provide insight into the future perspectives of colon-targeted delivery systems for IBD treatment.
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Affiliation(s)
- Wenjing Liang
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Wen Zhang
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China; Key Laboratory of Low Carbon Cold Chain for Agricultural Products, Ministry of Agriculture and Rural Affairs, China.
| | - Jiayi Tian
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Xinping Zhang
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Xinyi Lv
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Ao Qu
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
| | - Jinyu Chen
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China; Key Laboratory of Low Carbon Cold Chain for Agricultural Products, Ministry of Agriculture and Rural Affairs, China
| | - Zijian Wu
- Tianjin Key Laboratory of Food Science and Biotechnology, School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China; Key Laboratory of Low Carbon Cold Chain for Agricultural Products, Ministry of Agriculture and Rural Affairs, China.
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5
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Wen G, Xue L, Qiu M, Qiu J, Zhu X, Ren H. Biohybrid hydrogel inhibiting β-klotho/HDAC3 axis for hepatocellular carcinoma treatment. Int J Biol Macromol 2024; 277:134369. [PMID: 39098678 DOI: 10.1016/j.ijbiomac.2024.134369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/16/2024] [Accepted: 07/30/2024] [Indexed: 08/06/2024]
Abstract
Hepatocellular carcinoma (HCC), ranking as the fourth most prevalent cancer globally, has garnered significant attention due to its high invasiveness and mortality rates. However, drug therapies face challenges of inadequate efficacy and unclear mechanisms. Here, we propose a novel biohybrid hydrogel that targets β-klotho (KLB) for HCC treatment. As a dual-network hydrogel, this gel combines gelatin methacryloyl (GelMA) and polyvinyl alcohol (PVA) to ensure biocompatibility while enhancing controlled drug release. Notably, it exhibits good storage stability, high drug load capacity, and efficient water absorption. By introducing the HDAC3 inhibitor RGFP966, we can selectively inhibit the activation of KLB. This deactivation effectively blocks the FGF21-KLB signaling pathway and inhibits the progression of HCC. Importantly, we have successfully validated this unique phenomenon both in vivo and in vitro, providing substantial evidence for the efficacy of this hydrogel-based anti-tumor drug delivery system as a promising strategy for HCC treatment. This innovative research outcome brings new hope to the field of tumor therapy, providing a reliable theoretical foundation for future clinical applications.
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Affiliation(s)
- Gaolin Wen
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China
| | - Lingling Xue
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China
| | - Mengdi Qiu
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China
| | - Junlan Qiu
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China.
| | - Xinhua Zhu
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China.
| | - Haozhen Ren
- Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing University of Chinese Medicine, Nanjing 210008, China; Division of Hepatobiliary and Transplantation Surgery, Department of General Surgery, Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing 210008, China.
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Kong C, Yang M, Yue N, Zhang Y, Tian C, Wei D, Shi R, Yao J, Wang L, Li D. Restore Intestinal Barrier Integrity: An Approach for Inflammatory Bowel Disease Therapy. J Inflamm Res 2024; 17:5389-5413. [PMID: 39161679 PMCID: PMC11330754 DOI: 10.2147/jir.s470520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 07/02/2024] [Indexed: 08/21/2024] Open
Abstract
The intestinal barrier maintained by various types of columnar epithelial cells, plays a crucial role in regulating the interactions between the intestinal contents (such as the intestinal microbiota), the immune system, and other components. Dysfunction of the intestinal mucosa is a significant pathophysiological mechanism and clinical manifestation of inflammatory bowel disease (IBD). However, current therapies for IBD primarily focus on suppressing inflammation, and no disease-modifying treatments specifically target the epithelial barrier. Given the side effects associated with chronic immunotherapy, effective alternative therapies that promote mucosal healing are highly attractive. In this review, we examined the function of intestinal epithelial barrier function and the mechanisms of behind its disruption in IBD. We illustrated the complex process of intestinal mucosal healing and proposed therapeutic approaches to promote mucosal healing strategies in IBD. These included the application of stem cell transplantation and organ-like tissue engineering approaches to generate new intestinal tissue. Finally, we discussed potential strategies to restore the function of the intestinal barrier as a treatment for IBD.
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Affiliation(s)
- Chen Kong
- The Second Clinical Medical College, Jinan University; Shenzhen, Guangdong, People’s Republic of China
| | - Meifeng Yang
- Department of Hematology, Yantian District People’s Hospital, Shenzhen, Guangdong, People’s Republic of China
| | - Ningning Yue
- Department of Gastroenterology, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
| | - Yuan Zhang
- Department of Medical Administration, Huizhou Institute of Occupational Diseases Control and Prevention, Huizhou, Guangdong, People’s Republic of China
| | - Chengmei Tian
- Department of Emergency, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, People’s Republic of China
| | - Daoru Wei
- Department of Rehabilitation, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, People’s Republic of China
| | - Ruiyue Shi
- The Second Clinical Medical College, Jinan University; Shenzhen, Guangdong, People’s Republic of China
| | - Jun Yao
- The Second Clinical Medical College, Jinan University; Shenzhen, Guangdong, People’s Republic of China
| | - Lisheng Wang
- The Second Clinical Medical College, Jinan University; Shenzhen, Guangdong, People’s Republic of China
| | - Defeng Li
- The Second Clinical Medical College, Jinan University; Shenzhen, Guangdong, People’s Republic of China
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Li H, Cheng Y, Cui L, Yang Z, Wang J, Zhang Z, Chen K, Zhao C, He N, Li S. Combining Gut Microbiota Modulation and Enzymatic-Triggered Colonic Delivery by Prebiotic Nanoparticles Improves Mouse Colitis Therapy. Biomater Res 2024; 28:0062. [PMID: 39140035 PMCID: PMC11321063 DOI: 10.34133/bmr.0062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 07/02/2024] [Indexed: 08/15/2024] Open
Abstract
The efficacy of ulcerative colitis (UC) therapy is closely connected to the composition of gut microbiota in the gastrointestinal tract. Prebiotic-based nanoparticles (NPs) provide a more precise approach to alleviate UC via modulating gut microbiota dysbiosis. The present study develops an efficient prebiotic-based colon-targeted drug delivery system (PCDDS) by using prebiotic pectin (Pcn) and chitosan (Csn) polysaccharides as a prebiotic shell, with the anti-inflammatory drug sulfasalazine (SAS) loaded into a poly(lactic-co-glycolic acid) (PLGA) core to construct SAS@PLGA-Csn-Pcn NPs. Then, we examine its characterization, cellular uptake, and in vivo therapeutic efficacy. The results of our study indicate that the Pcn/Csn shell confers efficient pH-sensitivity properties. The gut microbiota-secreted pectinase serves as the trigger agent for Pcn/Csn shell degradation, and the resulting Pcn oligosaccharides possess a substantial prebiotic property. Meanwhile, the formed PCDDSs exhibit robust biodistribution and accumulation in the colon tissue, rapid cellular uptake, efficient in vivo therapeutic efficacy, and modulation of gut microbiota dysbiosis in a mouse colitis model. Collectively, our synthetic PCDDSs demonstrate a promising and synergistic strategy for UC therapy.
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Affiliation(s)
- Hui Li
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Yu Cheng
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Luwen Cui
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Zizhen Yang
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Jingyi Wang
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Zixuan Zhang
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Kaiwei Chen
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Cheng Zhao
- Department of Abdominal Ultrasound,
The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ningning He
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
| | - Shangyong Li
- School of Basic Medicine, Qingdao Medical College,
Qingdao University, Qingdao, China
- Department of Abdominal Ultrasound,
The Affiliated Hospital of Qingdao University, Qingdao, China
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8
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Zhang D, Wan H, Zhao R, Zhang Y, Chen H. Eudragit S100 coated iron oxide-chitosan nanocomposites for colon targeting of 5-aminosalicylic acid ameliorate ulcerative colitis by improving intestinal barrier function and inhibiting NLRP3 inflammasome. Int Immunopharmacol 2024; 139:112661. [PMID: 39008936 DOI: 10.1016/j.intimp.2024.112661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 06/18/2024] [Accepted: 07/08/2024] [Indexed: 07/17/2024]
Abstract
The therapeutic effect of 5-amino salicylic acid (5-ASA), a first-line therapeutic agent for the treatment of ulcerative colitis (UC), is limited by the modest bioavailability afforded by its oral administration. In this study, a 5-ASA oral delivery system was developed using Eudragit S100-coated iron oxide-chitosan nanocomposites (ES-IOCS/5-ASA) to address this issue. According to drug release studies in vitro, ES-IOCS/5-ASA only released a small amount of drug in simulated gastric fluid with a pH of 1.2. However, in a medium with a pH of 7.5, a relatively rapid and complete release was noted. 5-ASA-loaded iron oxide-chitosan nanocomposites (IOCS/5-ASA) could be effectively taken up by NCM460 cells and performed better anti-inflammatory effects than free 5-ASA. At the same time, IOCS/5-ASA improved barrier damage in DSS-induced NCM460 cells. In vivo models of dextran sulphate sodium (DSS)-induced colitis were used to assess the therapeutic efficacy of oral administration of ES-IOCS/5-ASA. ES-IOCS/5-ASA significantly relieved DSS-induced colitis and enhanced the integrity of the intestinal epithelial barrier. ES-IOCS/5-ASA also reduced the expression of NLRP3, ASC and IL-1β. Additionally, iron oxide nanoparticles used as nanozymes could alleviate inflammation. In summary, this study indicates that ES-IOCS/5-ASA exert anti-inflammatory effects on DSS-induced colitis by improving intestinal barrier function and inhibiting NLRP3 inflammasome expression, presenting a viable therapeutic choice for the treatment of UC.
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Affiliation(s)
- Dandan Zhang
- Nanjing Medical University, Nanjing, 211166, Jiangsu, People's Republic of China; Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, People's Republic of China
| | - Hao Wan
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China
| | - Ran Zhao
- Nanjing Medical University, Nanjing, 211166, Jiangsu, People's Republic of China; Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, People's Republic of China
| | - Yu Zhang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China.
| | - Hong Chen
- Nanjing Medical University, Nanjing, 211166, Jiangsu, People's Republic of China; Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, People's Republic of China.
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Zhang S, Wang Q, Tan DEL, Sikka V, Ng CH, Xian Y, Li D, Muthiah M, Chew NWS, Storm G, Tong L, Wang J. Gut-liver axis: Potential mechanisms of action of food-derived extracellular vesicles. J Extracell Vesicles 2024; 13:e12466. [PMID: 38887165 PMCID: PMC11183959 DOI: 10.1002/jev2.12466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 05/03/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
Abstract
Food-derived extracellular vesicles (FEVs) are nanoscale membrane vesicles obtained from dietary materials such as breast milk, plants and probiotics. Distinct from other EVs, FEVs can survive the harsh degrading conditions in the gastrointestinal tract and reach the intestines. This unique feature allows FEVs to be promising prebiotics in health and oral nanomedicine for gut disorders, such as inflammatory bowel disease. Interestingly, therapeutic effects of FEVs have recently also been observed in non-gastrointestinal diseases. However, the mechanisms remain unclear or even mysterious. It is speculated that orally administered FEVs could enter the bloodstream, reach remote organs, and thus exert therapeutic effects therein. However, emerging evidence suggests that the amount of FEVs reaching organs beyond the gastrointestinal tract is marginal and may be insufficient to account for the significant therapeutic effects achieved regarding diseases involving remote organs such as the liver. Thus, we herein propose that FEVs primarily act locally in the intestine by modulating intestinal microenvironments such as barrier integrity and microbiota, thereby eliciting therapeutic impact remotely on the liver in non-gastrointestinal diseases via the gut-liver axis. Likewise, drugs delivered to the gastrointestinal system through FEVs may act via the gut-liver axis. As the liver is the main metabolic hub, the intestinal microenvironment may be implicated in other metabolic diseases. In fact, many patients with non-alcoholic fatty liver disease, obesity, diabetes and cardiovascular disease suffer from a leaky gut and dysbiosis. In this review, we provide an overview of the recent progress in FEVs and discuss their biomedical applications as therapeutic agents and drug delivery systems, highlighting the pivotal role of the gut-liver axis in the mechanisms of action of FEVs for the treatment of gut disorders and metabolic diseases.
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Affiliation(s)
- Sitong Zhang
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Nanomedicine Translational Research Programme, Centre for NanoMedicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Qiyue Wang
- Jinan Central HospitalShandong First Medical University & Shandong Academy of Medical SciencesJinanChina
- Medical Science and Technology Innovation CenterShandong First Medical University & Shandong Academy of Medical SciencesJinanChina
| | - Daniel En Liang Tan
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Nanomedicine Translational Research Programme, Centre for NanoMedicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Vritika Sikka
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Nanomedicine Translational Research Programme, Centre for NanoMedicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Cheng Han Ng
- Division of Gastroenterology and Hepatology, Department of MedicineNational University HospitalSingaporeSingapore
| | - Yan Xian
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Nanomedicine Translational Research Programme, Centre for NanoMedicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Dan Li
- Department of Food Science and Technology, Faculty of ScienceNational University of SingaporeSingaporeSingapore
| | - Mark Muthiah
- Division of Gastroenterology and Hepatology, Department of MedicineNational University HospitalSingaporeSingapore
- National University Centre for Organ TransplantationNational University Health SystemSingaporeSingapore
| | - Nicholas W. S. Chew
- Department of CardiologyNational University Heart CentreNational University Health SystemSingaporeSingapore
| | - Gert Storm
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Lingjun Tong
- Jinan Central HospitalShandong First Medical University & Shandong Academy of Medical SciencesJinanChina
- Medical Science and Technology Innovation CenterShandong First Medical University & Shandong Academy of Medical SciencesJinanChina
| | - Jiong‐Wei Wang
- Department of Surgery, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Nanomedicine Translational Research Programme, Centre for NanoMedicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
- Cardiovascular Research Institute (CVRI)National University Heart Centre Singapore (NUHCS)SingaporeSingapore
- Department of Physiology, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
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Zhao Y, Dong H, Xia Q, Wang Y, Zhu L, Hu Z, Xia J, Mao Q, Weng Z, Yi J, Feng S, Jiang Y, Liao W, Xin Z. A new strategy for intervertebral disc regeneration: The synergistic potential of mesenchymal stem cells and their extracellular vesicles with hydrogel scaffolds. Biomed Pharmacother 2024; 172:116238. [PMID: 38308965 DOI: 10.1016/j.biopha.2024.116238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 01/28/2024] [Accepted: 01/30/2024] [Indexed: 02/05/2024] Open
Abstract
Intervertebral disc degeneration (IDD) is a disease that severely affects spinal health and is prevalent worldwide. Mesenchymal stem cells (MSCs) and their derived extracellular vesicles (EVs) have regenerative potential and have emerged as promising therapeutic tools for treating degenerative discs. However, challenges such as the harsh microenvironment of degenerated intervertebral discs and EVs' limited stability and efficacy have hindered their clinical application. In recent years, hydrogels have attracted much attention in the field of IDD therapy because they can mimic the physiologic microenvironment of the disc and provide a potential solution by providing a suitable growth environment for MSCs and EVs. This review introduced the biological properties of MSCs and their derived EVs, summarized the research on the application of MSCs and EVs in IDD, summarized the current clinical trial studies of MSCs and EVs, and also explored the mechanism of action of MSCs and EVs in intervertebral discs. In addition, plenty of research elaborated on the mechanism of action of different classified hydrogels in tissue engineering, the synergistic effect of MSCs and EVs in promoting intervertebral disc regeneration, and their wide application in treating IDD. Finally, the challenges and problems still faced by hydrogel-loaded MSCs and EVs in the treatment of IDD are summarized, and potential solutions are proposed. This paper outlines the synergistic effects of MSCs and EVs in treating IDD in combination with hydrogels and aims to provide theoretical references for future related studies.
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Affiliation(s)
- Yan Zhao
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Huaize Dong
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Qiuqiu Xia
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Yanyang Wang
- Department of Cell Engineering Laboratory, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Lu Zhu
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Zongyue Hu
- Department of Pain Rehabilitation, Affiliated Sinopharm Gezhouba Central Hospital, Third Clinical Medical College of Three Gorges University, Yichang 443003, Hubei, China
| | - Jiyue Xia
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Qiming Mao
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Zijing Weng
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Jiangbi Yi
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Shuai Feng
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Youhong Jiang
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Wenbo Liao
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China
| | - Zhijun Xin
- Department of Orthopedic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, Guizhou, China; Institut Curie, PSL Research University, CNRS UMR3244, Dynamics of Genetic Information, Sorbonne Université, 75005 Paris, France.
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