1
|
Zhou X, Guo YL, Xu C, Wang J. Macrophages: Key players in diabetic wound healing. World J Diabetes 2024; 15:2177-2181. [PMID: 39582557 PMCID: PMC11580577 DOI: 10.4239/wjd.v15.i11.2177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Revised: 09/03/2024] [Accepted: 09/18/2024] [Indexed: 10/16/2024] Open
Abstract
In this editorial, we discuss the article by Wen et al published. Diabetic foot ulcers are prevalent and serious complications of diabetes, significantly impacting patients' quality of life and often leading to disability or death, thereby placing a heavy burden on society. Effective diabetic wound healing is hindered by an imbalance in macrophage polarization; many macrophages fail to transition from the pro-inflammatory M1 phenotype to the anti-inflammatory M2 phenotype, which is crucial for tissue remodelling and repair. The wound healing process is both dynamic and complex. Healthy M1 macrophages, which have strong phagocytic abilities, are vital during the inflammatory phase of diabetic wound healing. However, the failure to transition to M2 macrophages during the proliferative phase hinders wound healing. We anticipate the development of new therapies that can repair damaged M1 macrophages during the inflammatory phase and promote M2 macrophage polarization during the proliferative phase, thereby enhancing the overall healing process.
Collapse
Affiliation(s)
- Xin Zhou
- Department of Science and Education, Huzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Huzhou 313000, Zhejiang Province, China
| | - Yan-Ling Guo
- Department of Ulcers and Peripheral Vascular Surgery, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, National Clinical Research Center for Chinese Medicine Acupuncture Moxibustion, Tianjin 300381, China
| | - Chuan Xu
- Department of Pharmacy, Huzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Huzhou 313000, Zhejiang Province, China
| | - Jun Wang
- Department of Ulcers and Peripheral Vascular Surgery, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, National Clinical Research Center for Chinese Medicine Acupuncture Moxibustion, Tianjin 300381, China
| |
Collapse
|
2
|
Limido E, Weinzierl A, Ampofo E, Harder Y, Menger MD, Laschke MW. Short-term cryoprotectant-free cryopreservation at -20°C does not affect the viability and regenerative capacity of nanofat. Front Bioeng Biotechnol 2024; 12:1427232. [PMID: 39011155 PMCID: PMC11246958 DOI: 10.3389/fbioe.2024.1427232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 06/14/2024] [Indexed: 07/17/2024] Open
Abstract
Nanofat is an autologous fat derivative with high regenerative activity, which is usually administered immediately after its generation by mechanical emulsification of adipose tissue. For its potential repeated use over longer time, we herein tested whether cryopreservation of nanofat is feasible. For this purpose, the inguinal fat pads of donor mice were processed to nanofat, which was i) frozen and stored in a freezer at -20°C, ii) shock frozen in liquid nitrogen with subsequent storage at -80°C or iii) gradually frozen and stored at -80°C. After 7 days, the cryopreserved nanofat samples were thawed and immunohistochemically compared with freshly generated nanofat (control). Nanofat frozen and stored at -20°C exhibited the lowest apoptotic rate and highest densities of blood and lymph vessels, which were comparable to those of control. Accordingly, nanofat cryopreserved at -20°C or control nanofat were subsequently fixed with platelet-rich plasma in full-thickness skin defects within dorsal skinfold chambers of recipient mice to assess vascularization, formation of granulation tissue and wound closure by means of stereomicroscopy, intravital fluorescence microscopy, histology and immunohistochemistry over 14 days. These analyses revealed no marked differences between the healing capacity of wounds filled with cryopreserved or control nanofat. Therefore, it can be concluded that cryopreservation of nanofat is simply feasible without affecting its viability and regenerative potential. This may broaden the range of future nanofat applications, which would particularly benefit from repeated administration of this autologous biological product.
Collapse
Affiliation(s)
- Ettore Limido
- Institute for Clinical and Experimental Surgery, Saarland University, Homburg, Germany
| | - Andrea Weinzierl
- Institute for Clinical and Experimental Surgery, Saarland University, Homburg, Germany
- Department of Plastic Surgery and Hand Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Emmanuel Ampofo
- Institute for Clinical and Experimental Surgery, Saarland University, Homburg, Germany
| | - Yves Harder
- Department of Plastic, Reconstructive and Aesthetic Surgery, Ospedale Regionale di Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Michael D. Menger
- Institute for Clinical and Experimental Surgery, Saarland University, Homburg, Germany
| | - Matthias W. Laschke
- Institute for Clinical and Experimental Surgery, Saarland University, Homburg, Germany
| |
Collapse
|
3
|
He Z, Zhu Y, Ma H, Shen Q, Chen X, Wang X, Shao H, Wang Y, Yang S. Hydrogen sulfide regulates macrophage polarization and necroptosis to accelerate diabetic skin wound healing. Int Immunopharmacol 2024; 132:111990. [PMID: 38574702 DOI: 10.1016/j.intimp.2024.111990] [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: 09/25/2023] [Revised: 03/28/2024] [Accepted: 03/29/2024] [Indexed: 04/06/2024]
Abstract
Hydrogen sulfide (H2S), recognized as the third gasotransmitter, plays a pivotal role in the pathophysiological processes of various diseases. Cystathionine γ-lyase (CSE) is the main enzyme for H2S production in the skin. However, effects and mechanisms of H2S in diabetic skin wound healing remain unclear. Our findings revealed a decrease in plasma H2S content in diabetic patients with skin wounds. CSE knockout (KO) diabetic mice resulted in delayed wound healing, reduced blood perfusion, and CD31 expression around the wounds. It also led to increased infiltration of inflammatory cells and M1-type macrophages, decreased collagen levels, α-smooth muscle actin (α-SMA), and proliferating cell nuclear antigen (PCNA) expression. Additionally, there were enhanced expressions of necroptosis related proteins, including receptor interacting protein kinase 1 (RIPK1), RIPK3 and mixed lineage kinase domain like protein (MLKL). In comparison, sodium hydrosulfide (NaHS), H2S donor, accelerated skin wound healing in leptin receptor deficiency (db/db) mice. This acceleration was accompanied by increased blood perfusion and CD31 expression, reduced infiltration of inflammatory cells and M1-type macrophages, elevated collagen levels, α-SMA, and PCNA expressions, and decreased necroptosis-related protein expressions together with nuclear factor-κB (NF-κB) p65 phosphorylation. In conclusion, H2S regulates macrophage polarization and necroptosis, contributing to the acceleration of diabetic skin wound healing. These findings offer a novel strategy for the treatment of diabetic skin wounds.
Collapse
Affiliation(s)
- Ziying He
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Yue Zhu
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Haojie Ma
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Qiyan Shen
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Xudong Chen
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Xin Wang
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Hongmei Shao
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Yuqin Wang
- Department of Pharmacology, School of Pharmacy, Nantong University, Nantong 226001, Jiangsu Province, China
| | - Shengju Yang
- Department of Dermatology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China.
| |
Collapse
|
4
|
Xu C, Hu L, Zeng J, Wu A, Deng S, Zhao Z, Geng K, Luo J, Wang L, Zhou X, Huang W, Long Y, Song J, Zheng S, Wu J, Chen Q. Gynura divaricata (L.) DC. promotes diabetic wound healing by activating Nrf2 signaling in diabetic rats. JOURNAL OF ETHNOPHARMACOLOGY 2024; 323:117638. [PMID: 38135237 DOI: 10.1016/j.jep.2023.117638] [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: 08/08/2023] [Revised: 12/08/2023] [Accepted: 12/19/2023] [Indexed: 12/24/2023]
Abstract
THE ETHNOPHARMACOLOGICAL SIGNIFICANCE Diabetic chronic foot ulcers pose a significant therapeutic challenge as a result of the oxidative stress caused by hyperglycemia. Which impairs angiogenesis and delays wound healing, potentially leading to amputation. Gynura divaricata (L.) DC. (GD), a traditional Chinese herbal medicine with hypoglycemic effects, has been proposed as a potential therapeutic agent for diabetic wound healing. However, the underlying mechanisms of its effects remain unclear. AIM OF THE STUDY In this study, we aimed to reveal the effect and potential mechanisms of GD on accelerating diabetic wound healing in vitro and in vivo. MATERIALS AND METHODS The effects of GD on cell proliferation, apoptosis, reactive oxygen species (ROS) production, migration, mitochondrial membrane potential (MMP), and potential molecular mechanisms were investigated in high glucose (HG) stimulated human umbilical vein endothelial cells (HUVECs) using CCK-8, flow cytometry assay, wound healing assay, immunofluorescence, DCFH-DA staining, JC-1 staining, and Western blot. Full-thickness skin defects were created in STZ-induced diabetic rats, and wound healing rate was tracked by photographing them every day. HE staining, immunohistochemistry, and Western blot were employed to investigate the effect and molecular mechanism of GD on wound healing in diabetic rats. RESULTS GD significantly improved HUVEC survival, decreased apoptosis, lowered ROS production, restored MMP, improved migration ability, and raised VEGF expression. The use of Nrf2-siRNA completely abrogated these effects. Topical application of GD promoted angiogenesis and granulation tissue growth, resulting in faster healing of diabetic wounds. The expression of VEGF, CD31, and VEGFR was elevated in the skin tissue of diabetic rats after GD treatment, which upregulated HO-1, NQO-1, and Bcl-2 expression while downregulating Bax expression via activation of the Nrf2 signaling pathway. CONCLUSION The findings of this study indicate that GD has the potential to serve as a viable alternative treatment for diabetic wounds. This potential arises from its ability to mitigate the negative effects of oxidative stress on angiogenesis, which is regulated by the Nrf2 signaling pathway. The results of our study offer valuable insights into the therapeutic efficacy of GD in the treatment of diabetic wounds, emphasizing the significance of directing interventions towards the Nrf2 signaling pathway to mitigate oxidative stress and facilitate the process of angiogenesis.
Collapse
Affiliation(s)
- Caimin Xu
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; School of Nursing, Southwest Medical University, Luzhou, China; Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Southwest Medical University
| | - Lixin Hu
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; School of Nursing, Southwest Medical University, Luzhou, China
| | - Jing Zeng
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Anguo Wu
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Shilong Deng
- Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China; Wound Healing Basic Research and Clinical Application Key Laboratory, School of Nursing, Southwest Medical University, LuZhou, China
| | - Zijuan Zhao
- Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China; Wound Healing Basic Research and Clinical Application Key Laboratory, School of Nursing, Southwest Medical University, LuZhou, China
| | - Kang Geng
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Jiesi Luo
- School of Basic Medicine Sciences, Southwest Medical University, Luzhou, China
| | - Long Wang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Xiaogang Zhou
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Wei Huang
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Southwest Medical University
| | - Yang Long
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Southwest Medical University
| | - Jianying Song
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; School of Nursing, Southwest Medical University, Luzhou, China
| | - Silin Zheng
- Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Jianming Wu
- School of Basic Medicine Sciences, Southwest Medical University, Luzhou, China.
| | - Qi Chen
- Department of Endocrinology and Metabolism, The Affiliated Hospital, Southwest Medical University, Luzhou, China; School of Nursing, Southwest Medical University, Luzhou, China; Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China; Wound Healing Basic Research and Clinical Application Key Laboratory, School of Nursing, Southwest Medical University, LuZhou, China; Metabolic Vascular Diseases Key Laboratory of Sichuan Province, Southwest Medical University.
| |
Collapse
|
5
|
Guo Q, Li W, Xie R, Wang Y, Xie Y, Cheng K, Sun Z. Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis. Int Wound J 2024; 21:e14597. [PMID: 38124467 PMCID: PMC10961877 DOI: 10.1111/iwj.14597] [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: 11/22/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023] Open
Abstract
Macrophages play a crucial role in aiding all phases of the wound-healing process and has garnered increasing attention recently. Although a substantial body of related studies has been published, there remains a lack of comprehensive bibliometric analysis. In this study, we collected 4296 papers from the Web of Science Core Collection database. Three tools including CiteSpace, VOSviewer and one online analytical platform were employed to conduct bibliometric analysis and data visualization. Our results revealed that the annual number of publications related to macrophage and wound healing has increased exponentially with the year. The United States and China stand as the primary driving forces within this field, collectively constituting 58.2% of the total publication output. The application of biomaterials was one of the most concerned research areas in this field. According to references analysis, the current research focus has shifted to diabetic wound healing and regulating macrophage polarization. Based on the keywords analysis, we identified the following research frontiers in the future: exosomes and other extracellular vesicles; bio-derived materials and drug delivery methods such as nanoparticles, scaffolds and hydrogels; immunomodulation and macrophage polarization in the M2-state; chronic wounds, particularly those associated with diabetes; antimicrobial peptides; and antioxidant. Additionally, TNF, IL-6, IL-10, TGF-β1 and VEGF ranked as the five genes that have garnered the most research attention in the intersection of macrophage and wound healing. All in all, our findings offered researchers a holistic view of the ongoing progress in the field of macrophages and wound healing, serving as a valuable reference for scholars and policymakers in this domain.
Collapse
Affiliation(s)
- Qiang Guo
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
- Department of Orthopaedic SurgeryTianjin Baodi HospitalTianjinChina
| | - Wanqing Li
- Department of Operating RoomXiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and ScienceXiangyangChina
| | - Ruijie Xie
- Department of MicrosurgeryThe Affiliated Nanhua Hospital, Hengyang Medical school, University of South ChinaHengyangChina
- Division of Clinical Epidemiology and Aging ResearchGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Yulin Wang
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
| | - Yuchen Xie
- Department of Clinical MedicineXiangya Medical College, Central South UniversityChangshaHunanChina
| | - Kunming Cheng
- Department of Intensive Care UnitThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Zhiming Sun
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
- Department of The Third Central Clinical CollegeTianjin Medical UniversityTianjinChina
| |
Collapse
|
6
|
Al Mamun A, Shao C, Geng P, Wang S, Xiao J. The Mechanism of Pyroptosis and Its Application Prospect in Diabetic Wound Healing. J Inflamm Res 2024; 17:1481-1501. [PMID: 38463193 PMCID: PMC10924950 DOI: 10.2147/jir.s448693] [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: 11/17/2023] [Accepted: 02/13/2024] [Indexed: 03/12/2024] Open
Abstract
Pyroptosis defines a form of pro-inflammatory-dependent programmed cell death triggered by gasdermin proteins, which creates cytoplasmic pores and promotes the activation and accumulation of immune cells by releasing several pro-inflammatory mediators and immunogenic substances upon cell rupture. Pyroptosis comprises canonical (mediated by Caspase-1) and non-canonical (mediated by Caspase-4/5/11) molecular signaling pathways. Numerous studies have explored the contributory roles of inflammasome and pyroptosis in the progression of multiple pathological conditions such as tumors, nerve injury, inflammatory diseases and metabolic disorders. Accumulating evidence indicates that the activation of the NOD-like receptor thermal protein domain associated protein 3 (NLRP3) inflammasome results in the activation of pyroptosis and inflammation. Current evidence suggests that pyroptosis-dependent cell death plays a progressive role in the development of diabetic complications including diabetic wound healing (DWH) and diabetic foot ulcers (DFUs). This review presents a brief overview of the molecular mechanisms underlying pyroptosis and addresses the current research on pyroptosis-dependent signaling pathways in the context of DWH. In this review, we also present some prospective therapeutic compounds/agents that can target pyroptotic signaling pathways, which may serve as new strategies for the effective treatment and management of diabetic wounds.
Collapse
Affiliation(s)
- Abdullah Al Mamun
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
- Molecular Pharmacology Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
| | - Chuxiao Shao
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Peiwu Geng
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Shuanghu Wang
- Central Laboratory of the Sixth Affiliated Hospital of Wenzhou Medical University, Lishui People's Hospital, Lishui City, Zhejiang, 323000, People's Republic of China
| | - Jian Xiao
- Molecular Pharmacology Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
- Department of Wound Healing, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, People's Republic of China
| |
Collapse
|
7
|
Shen X, Wang Z, Li W, Mei S, Ma S, Wang X, Wen C, Chen F, Zheng G. Pharmacokinetics of Ziyuglycoside I and Ziyuglycoside II in Rat Plasma by UPLC-MS/MS. Int J Anal Chem 2024; 2024:7971021. [PMID: 38463657 PMCID: PMC10923622 DOI: 10.1155/2024/7971021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/21/2024] [Accepted: 02/23/2024] [Indexed: 03/12/2024] Open
Abstract
Ziyuglycoside I and ziyuglycoside II are important active components of Sanguisorba officinalis L., which have excellent pharmacological effects, such as antioxidant and anticancer effects. However, the bioavailability of ziyuglycoside I and ziyuglycoside II has not been reported. This work aims to establish a UPLC-MS/MS method to study the pharmacokinetics of ziyuglycoside I and ziyuglycoside II in rats under different administration routes (intragastric and intravenous administration) and to calculate the bioavailability. The concentration of ziyuglycoside I and ziyuglycoside II in rat plasma in the range of 2-2000 ng/mL showed a good linear relationship (r > 0.99). The intra-day accuracies of ziyuglycoside I and ziyuglycoside II ranged from 87% to 110%, and the inter-day accuracies ranged from 97% to 109%. The intra-day precision was less than 15% and the inter-day precision was less than 14%. The matrix effects ranged from 88% to 113%. The recoveries were all above 84%. The developed UPLC-MS/MS method for the determination of ziyuglycoside I and ziyuglycoside II in rat plasma was applied to pharmacokinetics. The bioavailability of ziyuglycoside I and ziyuglycoside II was measured at 2.6% and 4.6%, respectively.
Collapse
Affiliation(s)
- Xiuwei Shen
- Ruian People's Hospital, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ziyue Wang
- Laboratory Animal Centre, Wenzhou Medical University, Wenzhou, China
| | - Wenting Li
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China
| | - Shenshen Mei
- Laboratory Animal Centre, Wenzhou Medical University, Wenzhou, China
| | - Shunjun Ma
- Laboratory Animal Centre, Wenzhou Medical University, Wenzhou, China
| | - Xianqin Wang
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China
| | - Congcong Wen
- Laboratory Animal Centre, Wenzhou Medical University, Wenzhou, China
| | - Fan Chen
- Ruian People's Hospital, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guojun Zheng
- Ruian People's Hospital, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
8
|
Shi H, Yuan X, Yang X, Huang R, Fan W, Liu G. A novel diabetic foot ulcer diagnostic model: identification and analysis of genes related to glutamine metabolism and immune infiltration. BMC Genomics 2024; 25:125. [PMID: 38287255 PMCID: PMC10826017 DOI: 10.1186/s12864-024-10038-2] [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: 11/07/2023] [Accepted: 01/22/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Diabetic foot ulcer (DFU) is one of the most common and severe complications of diabetes, with vascular changes, neuropathy, and infections being the primary pathological mechanisms. Glutamine (Gln) metabolism has been found to play a crucial role in diabetes complications. This study aims to identify and validate potential Gln metabolism biomarkers associated with DFU through bioinformatics and machine learning analysis. METHODS We downloaded two microarray datasets related to DFU patients from the Gene Expression Omnibus (GEO) database, namely GSE134431, GSE68183, and GSE80178. From the GSE134431 dataset, we obtained differentially expressed Gln-metabolism related genes (deGlnMRGs) between DFU and normal controls. We analyzed the correlation between deGlnMRGs and immune cell infiltration status. We also explored the relationship between GlnMRGs molecular clusters and immune cell infiltration status. Notably, WGCNA to identify differentially expressed genes (DEGs) within specific clusters. Additionally, we conducted GSVA to annotate enriched genes. Subsequently, we constructed and screened the best machine learning model. Finally, we validated the predictions' accuracy using a nomogram, calibration curves, decision curve analysis (DCA), and the GSE134431, GSE68183, and GSE80178 dataset. RESULTS In both the DFU and normal control groups, we confirmed the presence of deGlnMRGs and an activated immune response. From the GSE134431 dataset, we obtained 20 deGlnMRGs, including CTPS1, NAGS, SLC7A11, GGT1, GCLM, RIMKLA, ARG2, ASL, ASNS, ASNSD1, PPAT, GLS2, GLUD1, MECP2, ASS1, PRODH, CTPS2, ALDH5A1, DGLUCY, and SLC25A12. Furthermore, two clusters were identified in DFU. Immune infiltration analysis indicated the presence of immune heterogeneity in these two clusters. Additionally, we established a Support Vector Machine (SVM) model based on 5 genes (R3HCC1, ZNF562, MFN1, DRAM1, and PTGDS), which exhibited excellent performance on the external validation datasetGSE134431, GSE68183, and GSE80178 (AUC = 0.929). CONCLUSION This study has identified five Gln metabolism genes associated with DFU, revealing potential novel biomarkers and therapeutic targets for DFU. Additionally, the infiltration of immune-inflammatory cells plays a crucial role in the progression of DFU.
Collapse
Affiliation(s)
- Hongshuo Shi
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xin Yuan
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiao Yang
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Renyan Huang
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Weijing Fan
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Guobin Liu
- Department of Peripheral Vascular Surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China.
- Guangming Traditional Chinese Medicine Hospital Pudong New Area, Shanghai, China.
| |
Collapse
|
9
|
Vámos E, Kálmán N, Sturm EM, Nayak BB, Teppan J, Vántus VB, Kovács D, Makszin L, Loránd T, Gallyas F, Radnai B. Highly Selective MIF Ketonase Inhibitor KRP-6 Diminishes M1 Macrophage Polarization and Metabolic Reprogramming. Antioxidants (Basel) 2023; 12:1790. [PMID: 37891870 PMCID: PMC10604361 DOI: 10.3390/antiox12101790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/14/2023] [Accepted: 09/21/2023] [Indexed: 10/29/2023] Open
Abstract
Macrophage polarization is highly involved in autoimmunity. M1 polarized macrophages drive inflammation and undergo metabolic reprogramming, involving downregulation of mitochondrial energy production and acceleration of glycolysis. Macrophage migration inhibitory factor (MIF), an enigmatic tautomerase (ketonase and enolase), was discovered to regulate M1 polarization. Here, we reveal that KRP-6, a potent and highly selective MIF ketonase inhibitor, reduces MIF-induced human blood eosinophil and neutrophil migration similarly to ISO-1, the most investigated tautomerase inhibitor. We equally discovered that KRP-6 prevents M1 macrophage polarization and reduces ROS production in IFN-γ-treated cells. During metabolic reprogramming, KRP-6 improved mitochondrial bioenergetics by ameliorating basal respiration, ATP production, coupling efficiency and maximal respiration in LPS+IFN-γ-treated cells. KRP-6 also reduced glycolytic flux in M1 macrophages. Moreover, the selective MIF ketonase inhibitor attenuated LPS+IFN-γ-induced downregulation of PARP-1 and PARP-2 mRNA expression. We conclude that KRP-6 represents a promising novel therapeutic compound for autoimmune diseases, which strongly involves M1 macrophage polarization.
Collapse
Affiliation(s)
- Eszter Vámos
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Nikoletta Kálmán
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Eva Maria Sturm
- Otto-Loewi Research Center for Vascular Biology, Immunology and Inflammation, Division of Pharmacology, Medical University of Graz, Neue Stiftingtalstraße 6, 8010 Graz, Austria; (E.M.S.); (B.B.N.); (J.T.)
| | - Barsha Baisakhi Nayak
- Otto-Loewi Research Center for Vascular Biology, Immunology and Inflammation, Division of Pharmacology, Medical University of Graz, Neue Stiftingtalstraße 6, 8010 Graz, Austria; (E.M.S.); (B.B.N.); (J.T.)
| | - Julia Teppan
- Otto-Loewi Research Center for Vascular Biology, Immunology and Inflammation, Division of Pharmacology, Medical University of Graz, Neue Stiftingtalstraße 6, 8010 Graz, Austria; (E.M.S.); (B.B.N.); (J.T.)
| | - Viola Bagóné Vántus
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Dominika Kovács
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Lilla Makszin
- Institute of Bioanalysis, Medical School, Szentágothai Research Center, University of Pécs, 7622 Pécs, Hungary;
| | - Tamás Loránd
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Ferenc Gallyas
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| | - Balázs Radnai
- Department of Biochemistry and Medical Chemistry, Medical School, University of Pécs, 12 Szigeti Str., 7624 Pécs, Hungary; (E.V.); (N.K.); (V.B.V.); (D.K.); (T.L.)
| |
Collapse
|