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Lin J, Weng M, Zheng J, Nie K, Rao S, Zhuo Y, Wan J. Identification and validation of voltage-dependent anion channel 1-related genes and immune cell infiltration in diabetic nephropathy. J Diabetes Investig 2024; 15:87-105. [PMID: 37737517 PMCID: PMC10759719 DOI: 10.1111/jdi.14087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/21/2023] [Accepted: 09/03/2023] [Indexed: 09/23/2023] Open
Abstract
AIMS/INTRODUCTION This study investigated the roles of voltage-dependent anion channel 1-related differentially expressed genes (VRDEGs) in diabetic nephropathy (DN). MATERIALS AND METHODS We downloaded two datasets from patients with DN, namely, GSE30122 and GSE30529, from the Gene Expression Omnibus database. VRDEGs associated with DN were obtained from the intersection of voltage-dependent anion channel 1-related genes from the GeneCards database, and differentially expressed genes were screened according to group (DN/healthy) in the two datasets. The enriched pathways of the VRDEGs were analyzed. Hub genes were selected using a protein-protein interaction network, and their predictive value was verified through receiver operating characteristic curve analysis. The CIBERSORTx software examined hub genes and immune cell infiltration associations. The protein expression of hub genes was verified through immunohistochemistry in 16-week-old db/db mice for experimentation as a model of type 2 DN. Finally, potential drugs targeting hub genes that inhibit DN development were identified. RESULTS A total of 57 VRDEGs were identified. The two datasets showed high expression of the PI3K, Notch, transforming growth factor-β, interleukin-10 and interleukin-17 pathways in DN. Five hub genes (ITGAM, B2M, LYZ, C3 and CASP1) associated with DN were identified and verified. Immunohistochemistry showed that the five hub genes were highly expressed in db/db mice, compared with db/m mice. The infiltration of immune cells was significantly correlated with the five hub genes. CONCLUSIONS Five hub genes were significantly correlated with immune cell infiltration and might be crucial to DN development. This study provides insight into the mechanisms involved in the pathogenesis of DN.
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Affiliation(s)
- Jiaqun Lin
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Department of Nephrology, National Regional Medical Center, Binhai Campus of the First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Mengjie Weng
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Department of Nephrology, National Regional Medical Center, Binhai Campus of the First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Jing Zheng
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Department of Nephrology, National Regional Medical Center, Binhai Campus of the First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Kun Nie
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Siyi Rao
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Yongjie Zhuo
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
| | - Jianxin Wan
- Department of Nephrology, Blood Purification Research Center, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Fujian Clinical Research Center for Metabolic Chronic Kidney Disease, The First Affiliated HospitalFujian Medical UniversityFuzhouChina
- Department of Nephrology, National Regional Medical Center, Binhai Campus of the First Affiliated HospitalFujian Medical UniversityFuzhouChina
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Dong Z, Chen F, Peng S, Liu X, Liu X, Guo L, Wang E, Chen X. Identification of the key immune-related genes and immune cell infiltration changes in renal interstitial fibrosis. Front Endocrinol (Lausanne) 2023; 14:1207444. [PMID: 38027143 PMCID: PMC10663291 DOI: 10.3389/fendo.2023.1207444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 10/25/2023] [Indexed: 12/01/2023] Open
Abstract
Background Chronic kidney disease (CKD) is the third-leading cause of premature mortality worldwide. It is characterized by rapid deterioration due to renal interstitial fibrosis (RIF) via excessive inflammatory infiltration. The aim of this study was to discover key immune-related genes (IRGs) to provide valuable insights and therapeutic targets for RIF in CKD. Materials and methods We screened differentially expressed genes (DEGs) between RIF samples from CKD patients and healthy controls from a public database. Least absolute shrinkage and selection operator regression analysis and receiver operating characteristic curve analysis were applied to identify significant key biomarkers. The single-sample Gene Set Enrichment Analysis (ssGSEA) algorithm was used to analyze the infiltration of immune cells between the RIF and control samples. The correlation between biomarkers and immune cell composition was assessed. Results A total of 928 DEGs between CKD and control samples from six microarray datasets were found, 17 overlapping immune-correlated DEGs were identified by integration with the ImmPort database, and six IRGs were finally identified in the model: apolipoprotein H (APOH), epidermal growth factor (EGF), lactotransferrin (LTF), lysozyme (LYZ), phospholipid transfer protein (PLTP), and secretory leukocyte peptidase inhibitor (SLPI). Two additional datasets and in vivo experiments indicated that the expression levels of APOH and EGF in the fibrosis group were significantly lower than those in the control group, while the expression levels of LTF, LYZ, PLTP, and SLPI were higher (all P < 0.05). These IRGs also showed a significant correlation with renal function impairment. Moreover, four upregulated IRGs were positively associated with various T cell populations, which were enriched in RIF tissues, whereas two downregulated IRGs had opposite results. Several signaling pathways, such as the "T cell receptor signaling pathway" and "positive regulation of NF-κB signaling pathway", were discovered to be associated not only with immune cell infiltration, but also with the expression levels of six IRGs. Conclusion In summary, six IRGs were identified as key biomarkers for RIF, and exhibited a strong correlation with various T cells and with the NF-κB signaling pathway. All these IRGs and their signaling pathways may evolve as valuable therapeutic targets for RIF in CKD.
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Affiliation(s)
- Zhitao Dong
- Department of Urology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Fangzhi Chen
- Department of Urology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shuang Peng
- Department of Urology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiongfei Liu
- Department of Urology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xingyang Liu
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lizhe Guo
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - E. Wang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, Hunan, China
| | - Xiang Chen
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, Hunan, China
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Lluch A, Latorre J, Fernández-Real JM, Moreno-Navarrete JM. Lysozyme Gene Expression in 3T3-L1 Cells Sustains Expression of Adipogenic Genes and Adipocyte Differentiation. Front Cell Dev Biol 2022; 10:914788. [PMID: 35784480 PMCID: PMC9240784 DOI: 10.3389/fcell.2022.914788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 05/31/2022] [Indexed: 11/13/2022] Open
Abstract
Substantial levels of lysozyme in adipose tissue in association to obesity have been recently demonstrated in mice and humans. In addition, experiments in mice suggest that lysozyme might impact on adipose tissue adipogenesis. To further investigate the relationship between lysozyme and adipogenesis, in the present study, we aimed to study lysozyme (Lyz2) during 3T3-L1 adipocyte differentiation and its possible role in adipogenesis. Time course experiment during 3T3-L1 adipocyte differentiation indicated that Lyz2 gene expression decreased at day 4, which was caused by isobutylmethylxanthine administration, and recovered at the end of the process (day 8). Importantly, the impact of isobutylmethylxanthine-induced downregulation of Lyz2 gene expression on adipogenesis was not comparable to that observed in the full cocktail, questioning whether the reduction in lysozyme at early stage of adipocyte differentiation is relevant to this process. In fact, the depletion in Lyz2 expression had a negative impact on adipogenesis, and rosiglitazone administration failed to compensate for the anti-adipogenic effect observed in Lyz2 gene knockdown cells. Otherwise, when Lyz2 gene knockdown cells were co-cultured with control cells, these cells had higher expression of adipogenic genes than those co-cultured with themselves at the end of adipocyte differentiation. In conclusion, this study suggests that lysozyme expression in 3T3-L1 cells sustains expression of adipogenic genes and adipocyte differentiation.
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Affiliation(s)
- Aina Lluch
- Department of Diabetes, Endocrinology and Nutrition, Institut D’Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/ 03/010), Instituto de Salud Carlos III, Girona, Spain
| | - Jessica Latorre
- Department of Diabetes, Endocrinology and Nutrition, Institut D’Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/ 03/010), Instituto de Salud Carlos III, Girona, Spain
| | - José Manuel Fernández-Real
- Department of Diabetes, Endocrinology and Nutrition, Institut D’Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- Department of Medicine, Universitat de Girona, Girona, Spain
| | - José María Moreno-Navarrete
- Department of Diabetes, Endocrinology and Nutrition, Institut D’Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/ 03/010), Instituto de Salud Carlos III, Girona, Spain
- *Correspondence: José María Moreno-Navarrete,
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Haruhara K, Suzuki T, Wakui H, Azushima K, Kurotaki D, Kawase W, Uneda K, Kobayashi R, Ohki K, Kinguchi S, Yamaji T, Kato I, Ohashi K, Yamashita A, Tamura T, Tsuboi N, Yokoo T, Tamura K. Deficiency of the kidney tubular angiotensin II type1 receptor-associated protein ATRAP exacerbates streptozotocin-induced diabetic glomerular injury via reducing protective macrophage polarization. Kidney Int 2022; 101:912-928. [PMID: 35240129 DOI: 10.1016/j.kint.2022.01.031] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 12/22/2021] [Accepted: 01/11/2022] [Indexed: 12/13/2022]
Abstract
Although activation of the renin-angiotensin system and of its glomerular components is implicated in the pathogenesis of diabetic nephropathy, the functional roles of the tubular renin-angiotensin system with AT1 receptor signaling in diabetic nephropathy are unclear. Tissue hyperactivity of the renin-angiotensin system is inhibited by the angiotensin II type 1 receptor-associated protein ATRAP, which negatively regulates receptor signaling. The highest expression of endogenous ATRAP occurs in the kidney, where it is mainly expressed by tubules but rarely in glomeruli. Here, we found that hyperactivation of angiotensin II type 1 receptor signaling in kidney tubules exacerbated diabetic glomerular injury in a mouse model of streptozotocin-induced diabetic nephropathy. These phenomena were accompanied by decreased expression of CD206, a marker of alternatively activated and tissue-reparative M2 macrophages, in the kidney tubulointerstitium. Additionally, adoptive transfer of M2- polarized macrophages into diabetic ATRAP-knockout mice ameliorated the glomerular injury. As a possible mechanism, the glomerular mRNA levels of tumor necrosis factor-α and oxidative stress components were increased in diabetic knockout mice compared to non-diabetic knockout mice, but these increases were ameliorated by adoptive transfer. Furthermore, proximal tubule-specific ATRAP downregulation reduced tubulointerstitial expression of CD206, the marker of M2 macrophages in diabetic mice. Thus, our findings indicate that tubular ATRAP-mediated functional modulation of angiotensin II type 1 receptor signaling modulates the accumulation of tubulointerstitial M2 macrophages, thus affecting glomerular manifestations of diabetic nephropathy via tubule-glomerular crosstalk.
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Affiliation(s)
- Kotaro Haruhara
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Toru Suzuki
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiromichi Wakui
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
| | - Kengo Azushima
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
| | - Daisuke Kurotaki
- Department of Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Wataru Kawase
- Department of Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kazushi Uneda
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ryu Kobayashi
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kohji Ohki
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Sho Kinguchi
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takahiro Yamaji
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Cardiovascular and Metabolic Disorders Program, Duke-NUS Medical School, Singapore
| | - Ikuma Kato
- Department of Molecular Pathology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kenichi Ohashi
- Department of Pathology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Akio Yamashita
- Department of Molecular Biology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Tomohiko Tamura
- Department of Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Advanced Medical Research Center, Yokohama City University, Yokohama, Japan
| | - Nobuo Tsuboi
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Takashi Yokoo
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Kouichi Tamura
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
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Differential Capability of Clinically Employed Dermal Regeneration Scaffolds to Support Vascularization for Tissue Bioengineering. Biomedicines 2021; 9:biomedicines9101458. [PMID: 34680575 PMCID: PMC8533449 DOI: 10.3390/biomedicines9101458] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 09/27/2021] [Accepted: 10/11/2021] [Indexed: 01/05/2023] Open
Abstract
The loss of skin integrity has always represented a major challenge for clinicians dealing with dermal defects, such as ulcers (diabetic, vascular and chronic), postoncologic resections (i.e., radical vulvectomy) or dermatologic disorders. The introduction in recent decades of acellular dermal matrices (ADMs) supporting the repair and restoration of skin functionality represented a significant step toward achieving clean wound repair before performing skin grafts. Hard-to-heal ulcers generally depend on local ischemia and nonadequate vascularization. In this context, one possible innovative approach could be the prevascularization of matrices with vessel-forming cells (inosculation). This paper presents a comparative analysis of the most widely used dermal templates, i.e., Integra® Bilayer Matrix Wound Dressing, PELNAC®, PriMatrix® Dermal Repair Scaffold, Endoform® Natural Dermal Template, and Myriad Matrix®, testing their ability to be colonized by human adult dermal microvascular endothelial cells (ADMECs) and to induce and support angiogenesis in vitro and in vivo. By in vitro studies, we demonstrated that Integra® and PELNAC® possess superior pro-adhesive and pro-angiogenetic properties. Animal models allowed us to demonstrate the ability of preseeded ADMECs on Integra® to promote the engraftment, integration and vascularization of ADMs at the site of application.
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Yao X, Shen H, Cao F, He H, Li B, Zhang H, Zhang X, Li Z. Bioinformatics Analysis Reveals Crosstalk Among Platelets, Immune Cells, and the Glomerulus That May Play an Important Role in the Development of Diabetic Nephropathy. Front Med (Lausanne) 2021; 8:657918. [PMID: 34249963 PMCID: PMC8264258 DOI: 10.3389/fmed.2021.657918] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 04/28/2021] [Indexed: 01/15/2023] Open
Abstract
Diabetic nephropathy (DN) is the main cause of end stage renal disease (ESRD). Glomerulus damage is one of the primary pathological changes in DN. To reveal the gene expression alteration in the glomerulus involved in DN development, we screened the Gene Expression Omnibus (GEO) database up to December 2020. Eleven gene expression datasets about gene expression of the human DN glomerulus and its control were downloaded for further bioinformatics analysis. By using R language, all expression data were extracted and were further cross-platform normalized by Shambhala. Differentially expressed genes (DEGs) were identified by Student's t-test coupled with false discovery rate (FDR) (P < 0.05) and fold change (FC) ≥1.5. DEGs were further analyzed by the Database for Annotation, Visualization, and Integrated Discovery (DAVID) to enrich the Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. We further constructed a protein-protein interaction (PPI) network of DEGs to identify the core genes. We used digital cytometry software CIBERSORTx to analyze the infiltration of immune cells in DN. A total of 578 genes were identified as DEGs in this study. Thirteen were identified as core genes, in which LYZ, LUM, and THBS2 were seldom linked with DN. Based on the result of GO, KEGG enrichment, and CIBERSORTx immune cells infiltration analysis, we hypothesize that positive feedback may form among the glomerulus, platelets, and immune cells. This vicious cycle may damage the glomerulus persistently even after the initial high glucose damage was removed. Studying the genes and pathway reported in this study may shed light on new knowledge of DN pathogenesis.
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Affiliation(s)
- Xinyue Yao
- The Hebei Key Lab for Organ Fibrosis, The Hebei Key Lab for Chronic Disease, School of Public Health, International Science and Technology Cooperation Base of Geriatric Medicine, North China University of Science and Technology, Tangshan, China
| | - Hong Shen
- Department of Modern Technology and Education Center, North China University of Science and Technology, Tangshan, China
| | - Fukai Cao
- Department of Jitang College, North China University of Science and Technology, Tangshan, China
| | - Hailan He
- The Hebei Key Lab for Organ Fibrosis, The Hebei Key Lab for Chronic Disease, School of Public Health, International Science and Technology Cooperation Base of Geriatric Medicine, North China University of Science and Technology, Tangshan, China
| | - Boyu Li
- The Hebei Key Lab for Organ Fibrosis, The Hebei Key Lab for Chronic Disease, School of Public Health, International Science and Technology Cooperation Base of Geriatric Medicine, North China University of Science and Technology, Tangshan, China
| | - Haojun Zhang
- Beijing Key Lab for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Xinduo Zhang
- The Hebei Key Lab for Organ Fibrosis, The Hebei Key Lab for Chronic Disease, School of Public Health, International Science and Technology Cooperation Base of Geriatric Medicine, North China University of Science and Technology, Tangshan, China
| | - Zhiguo Li
- The Hebei Key Lab for Organ Fibrosis, The Hebei Key Lab for Chronic Disease, School of Public Health, International Science and Technology Cooperation Base of Geriatric Medicine, North China University of Science and Technology, Tangshan, China
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Moreno-Navarrete JM, Latorre J, Lluch A, Ortega FJ, Comas F, Arnoriaga-Rodríguez M, Ricart W, Fernández-Real JM. Lysozyme is a component of the innate immune system linked to obesity associated-chronic low-grade inflammation and altered glucose tolerance. Clin Nutr 2020; 40:1420-1429. [PMID: 32943240 DOI: 10.1016/j.clnu.2020.08.036] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 08/03/2020] [Accepted: 08/28/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS Several proteins of the innate immune system are known to be deregulated with insulin resistance. We here aimed to investigate the relationship among circulating lysozyme (both plasma concentration and activity) and obesity-associated metabolic disturbances. METHODS Plasma lysozyme concentration was determined cross-sectionally in a discovery (Cohort 1, n = 137) and in a replication cohort (Cohort 2, n = 181), in which plasma lysozyme activity was also analyzed. Plasma lysozyme was also evaluated longitudinally in participants from the replication cohort (n = 93). Leukocyte lysozyme expression (LYZ mRNA) were also investigated in an independent cohort (Cohort 3, n = 76), and adipose tissue (AT) LYZ mRNA (n = 25) and plasma peptidoglycan levels (n = 61) in subcohorts from discovery cohort. RESULTS Translocation of peptidoglycan (as inferred from its increased circulating levels) was linked to plasma lysozyme, hyperinsulinemia and dyslipidemia in obese subjects. In both discovery and replication cohorts, plasma lysozyme levels and activity were significantly increased in obesity in direct association with obesity-associated metabolic disturbances and inflammatory parameters, being circulating lysozyme negatively correlated with fasting glucose, HbA1c and insulin resistance (HOMA-IR) in obese subjects. Of note, total cholesterol (p < 0.0001) and LDL cholesterol (p = 0.003) contributed independently to age-, gender- and BMI adjusted plasma lysozyme activity. Longitudinally, changes in HbA1c levels and serum LDL cholesterol were negatively associated with circulating lysozyme antimicrobial activity. On the contrary, the change in glucose infusion rate during the clamp (insulin sensitivity) was positively associated with lysozyme concentration. CONCLUSIONS Increased plasma lysozyme levels and activity are found in obese subjects. The longitudinal findings suggest that plasma lysozyme might be protective on the development of obesity-associated metabolic disturbances.
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Affiliation(s)
- José María Moreno-Navarrete
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain.
| | - Jèssica Latorre
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain
| | - Aina Lluch
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain
| | - Francisco J Ortega
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain
| | - Ferran Comas
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain
| | - María Arnoriaga-Rodríguez
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain
| | - Wifredo Ricart
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain
| | - José Manuel Fernández-Real
- Department of Diabetes, Endocrinology and Nutrition (UDEN), Hospital of Girona "Dr Josep Trueta", Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain; CIBER de la Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain.
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Increased serum levels of advanced glycation end products due to induced molting in hen layers trigger a proinflammatory response by peripheral blood leukocytes. Poult Sci 2020; 99:3452-3462. [PMID: 32616239 PMCID: PMC7597842 DOI: 10.1016/j.psj.2020.04.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 04/01/2020] [Accepted: 04/03/2020] [Indexed: 12/17/2022] Open
Abstract
Induced molting (IM), a severe detriment to animal welfare, is still used in the poultry industry in some countries to increase or rejuvenate egg production and is responsible for several physiological perturbations, possibly including reactive oxidative stress, a form of metabolic stress. Because metabolic stress has been shown to induce a proinflammatory response involved in attempts to restore homeostasis, we hypothesized that similar responses followed IM. To confirm this hypothesis, we initially confirmed the establishment of oxidative stress during IM in 75-wk-old layers by demonstrating increased production of advanced glycation end products (AGE). Concomitant with increased oxidative metabolites, cellular stress was demonstrated in peripheral blood leukocytes (PBL) by increased levels of stress gene products (the glucocorticoid receptor, sirtuin-1, and heat shock protein 70 mRNA). Increased expression of stress proteins in PBL was followed by a proinflammatory response as demonstrated by increased levels of proinflammatory gene products (IL-6 and IL-1β mRNA); increased expression of these gene products was also demonstrated in direct response to AGE in vitro, thus establishing a direct link between oxidative and cellular stress. To establish a possible pathway for inducing a proinflammatory response by PBL, we showed that AGE increased a time dependent expression of galactin-3, Toll-like receptor-4, and nuclear factor - κB, all involved in the proinflammatory activation pathway. In vivo, AGE formed complexes with increased levels of circulating acute phase proteins (lysozyme and transferrin), products of a proinflammatory immune response, thereby demonstrating an effector response to cope with the consequences of oxidative stress. Thus, the harmful consequences of IM for animal welfare are extended here by demonstrating the activation of a resource-demanding proinflammatory response.
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Glamočlija U, Mehić M, Šukalo A, Tanović Avdić A, Džananović Jaganjac J. Lysozyme in the treatment of non-infectious sore throat. Bosn J Basic Med Sci 2020; 20:281-282. [PMID: 31999941 PMCID: PMC7202184 DOI: 10.17305/bjbms.2019.4619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 01/24/2020] [Indexed: 11/16/2022] Open
Abstract
Sore throat is a common reason for seeking medical help [1]. It can have infectious and non-infectious aetiology [2]. The term “sore throat” is usually associated with an infectious agent (bacteria, viruses, and less commonly fungi) [1,3,4]. The terms “throat discomfort“,“throat irritation“ or “functional dysphonia due to the occupational diseases“ (which represents voice disorder) are often used in the same sense as a non-infectious sore throat [2,3]. It is identified by the exclusion of infectious aetiology symptoms accompanied by persistent sore throat symptoms (tingling and scratching sensation in the throat, hoarseness or muffled voice, foreign body sensation in the throat, coughing, difficulty in swallowing accompanied by pain) [2,5].
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Affiliation(s)
- Una Glamočlija
- Scientific Research Unit, Bosnalijek d.d., Sarajevo, Bosnia and Herzegovina; Department for Biochemistry and Clinical Analysis, Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Meliha Mehić
- Medical Support Unit, Bosnalijek d.d., Sarajevo, Bosnia and Herzegovina
| | - Aziz Šukalo
- Strategic Marketing and Market Support Department, Bosnalijek d.d., Sarajevo, Bosnia and Herzegovina
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Makridakis M, Kontostathi G, Petra E, Stroggilos R, Lygirou V, Filip S, Duranton F, Mischak H, Argiles A, Zoidakis J, Vlahou A. Multiplexed MRM-based protein quantification of putative prognostic biomarkers for chronic kidney disease progression in plasma. Sci Rep 2020; 10:4815. [PMID: 32179759 PMCID: PMC7076027 DOI: 10.1038/s41598-020-61496-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 01/29/2020] [Indexed: 12/28/2022] Open
Abstract
Current diagnostic measures for Chronic Kidney Disease (CKD) include detection of reduced estimated glomerular filtration rate (eGFR) and albuminuria, which have suboptimal accuracies in predicting disease progression. The disease complexity and heterogeneity underscore the need for multiplex quantification of different markers. The goal of this study was to determine the association of six previously reported CKD-associated plasma proteins [B2M (Beta-2-microglobulin), SERPINF1 (Pigment epithelium-derived factor), AMBP (Protein AMBP), LYZ (Lysozyme C), HBB (Hemoglobin subunit beta) and IGHA1 (Immunoglobulin heavy constant alpha 1)], as measured in a multiplex format, with kidney function, and outcome. Antibody-free, multiple reaction monitoring mass spectrometry (MRM) assays were developed, characterized for their analytical performance, and used for the analysis of 72 plasma samples from a patient cohort with longitudinal follow-up. The MRM significantly correlated (Rho = 0.5–0.9) with results from respective ELISA. Five proteins [AMBP, B2M, LYZ, HBB and SERPINF1] were significantly associated with eGFR, with the three former also associated with unfavorable outcome. The combination of these markers provided stronger associations with outcome (p < 0.0001) compared to individual markers. Collectively, our study describes a multiplex assay for absolute quantification and verification analysis of previously described putative CKD prognostic markers, laying the groundwork for further use in prospective validation studies.
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Affiliation(s)
- Manousos Makridakis
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Georgia Kontostathi
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Eleni Petra
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Rafael Stroggilos
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Vasiliki Lygirou
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Szymon Filip
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | | | | | | | - Jerome Zoidakis
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Antonia Vlahou
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece.
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11
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Lysozyme-Induced Transcriptional Regulation of TNF-α Pathway Genes in Cells of the Monocyte Lineage. Int J Mol Sci 2019; 20:ijms20215502. [PMID: 31694163 PMCID: PMC6862675 DOI: 10.3390/ijms20215502] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 10/31/2019] [Accepted: 11/02/2019] [Indexed: 12/14/2022] Open
Abstract
Lysozyme is one of the most important anti-bacterial effectors in the innate immune system of animals. Besides its direct antibacterial enzymatic activity, lysozyme displays other biological properties, pointing toward a significant anti-inflammatory effect, many aspects of which are still elusive. Here we investigate the perturbation of gene expression profiles induced by lysozyme in a monocyte cell line in vitro considering a perspective as broad as the whole transcriptome profiling. The results of the RNA-seq experiment show that lysozyme induces transcriptional modulation of the TNF-α/IL-1β pathway genes in U937 monocytes. The analysis of transcriptomic profiles with IPA® identified a simple but robust molecular network of genes, in which the regulation trends are fully consistent with the anti-inflammatory activity of lysozyme. This study provides the first evidence in support of the anti-inflammatory action of lysozyme on the basis of transcriptomic regulation data resulting from the broad perspective of a whole-transcriptome profiling. Such important effects can be achieved with the supplementation of relatively low concentrations of lysozyme, for a short time of exposure. These new insights allow the potential of lysozyme in pharmacological applications to be better exploited.
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12
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Kaifu K, Ueda S, Nakamura N, Matsui T, Yamada-Obara N, Ando R, Kaida Y, Nakata M, Matsukuma-Toyonaga M, Higashimoto Y, Fukami K, Suzuki Y, Okuda S, Yamagishi SI. Advanced glycation end products evoke inflammatory reactions in proximal tubular cells via autocrine production of dipeptidyl peptidase-4. Microvasc Res 2018; 120:90-93. [DOI: 10.1016/j.mvr.2018.07.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 07/25/2018] [Accepted: 07/26/2018] [Indexed: 11/16/2022]
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13
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Fu Y, Wang C, Zhang D, Xin Y, Li J, Zhang Y, Chu X. Increased TRPC6 expression is associated with tubular epithelial cell proliferation and inflammation in diabetic nephropathy. Mol Immunol 2018; 94:75-81. [DOI: 10.1016/j.molimm.2017.12.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 12/12/2017] [Accepted: 12/15/2017] [Indexed: 01/09/2023]
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14
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Zheng S, Pan Y, Wang C, Liu Y, Shi M, Ding G. HMGB1 Turns Renal Tubular Epithelial Cells into Inflammatory Promoters by Interacting with TLR4 During Sepsis. J Interferon Cytokine Res 2015; 36:9-19. [PMID: 26312770 DOI: 10.1089/jir.2015.0067] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Our study was undertaken to investigate whether the inflammatory mediator high-mobility group box 1 (HMGB1) can enter the renal tissue and urine and what is the functional change of renal tubular epithelial cells (TECs) interacting with HMGB1 during sepsis. We found that the transcription levels of interleukin 1 (IL-1) and interleukin 6 (IL-6) mRNA in TECs increased significantly during sepsis and these processes can be blocked by splenectomy. We also found out HMGB1 accumulated in the renal tissue and entered urine during sepsis and toll-like receptor 4 (TLR4) was expressed by TECs. In vitro, we demonstrated that HMGB1 induced MAPK and NF-κB activation and G1 cell cycle arrest in TECs. We also found that the mRNA transcription levels of IL-1, IL-6, and tissue inhibitor of metalloproteinases 2 (TIMP2) increased significantly and the IL-1, IL-6, and TIMP2 can be secreted by TECs stimulated by HMGB1. In contrast, LPS RS can block all of the processes above in vitro. In vivo, the increase of the mRNA transcription level of TIMP2 was also observed. These data indicate that HMGB1 accumulates in renal tissue and enters the urine and the interaction between HMGB1 and TLR4 turns TECs into inflammatory promoters during sepsis.
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Affiliation(s)
- Shixiang Zheng
- 1 Division of Nephrology, Renmin Hospital of Wuhan University , Wuhan, Hubei, China
| | - Yangbin Pan
- 1 Division of Nephrology, Renmin Hospital of Wuhan University , Wuhan, Hubei, China .,2 Department of OB/GYN and Women's Health, School of Medicine, University of Louisville , Louisville, Kentucky
| | - Cairong Wang
- 3 Division of Critical Care Medicine, Union Hospital of Fujian Medical University , Fuzhou, Fujian, China
| | - Yipeng Liu
- 4 Department of Nephrology, Qianfoshan Hospital, Shandong University , Jinan, Shangdong, China
| | - Ming Shi
- 1 Division of Nephrology, Renmin Hospital of Wuhan University , Wuhan, Hubei, China
| | - Guohua Ding
- 1 Division of Nephrology, Renmin Hospital of Wuhan University , Wuhan, Hubei, China
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Stinghen AEM, Massy ZA, Vlassara H, Striker GE, Boullier A. Uremic Toxicity of Advanced Glycation End Products in CKD. J Am Soc Nephrol 2015; 27:354-70. [PMID: 26311460 DOI: 10.1681/asn.2014101047] [Citation(s) in RCA: 156] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Advanced glycation end products (AGEs), a heterogeneous group of compounds formed by nonenzymatic glycation reactions between reducing sugars and amino acids, lipids, or DNA, are formed not only in the presence of hyperglycemia, but also in diseases associated with high levels of oxidative stress, such as CKD. In chronic renal failure, higher circulating AGE levels result from increased formation and decreased renal clearance. Interactions between AGEs and their receptors, including advanced glycation end product-specific receptor (RAGE), trigger various intracellular events, such as oxidative stress and inflammation, leading to cardiovascular complications. Although patients with CKD have a higher burden of cardiovascular disease, the relationship between AGEs and cardiovascular disease in patients with CKD is not fully characterized. In this paper, we review the various deleterious effects of AGEs in CKD that lead to cardiovascular complications and the role of these AGEs in diabetic nephropathy. We also discuss potential pharmacologic approaches to circumvent these deleterious effects by reducing exogenous and endogenous sources of AGEs, increasing the breakdown of existing AGEs, or inhibiting AGE-induced inflammation. Finally, we speculate on preventive and therapeutic strategies that focus on the AGE-RAGE axis to prevent vascular complications in patients with CKD.
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Affiliation(s)
- Andréa E M Stinghen
- Institut National de la Santé et de la Recherche Médicale (INSERM) U-1088, Jules Verne University of Picardie, Amiens, France
| | - Ziad A Massy
- Institut National de la Santé et de la Recherche Médicale (INSERM) U-1088, Jules Verne University of Picardie, Amiens, France; Division of Nephrology, Ambroise Paré University Medical Center, Assistance Publique-Hôpitaux de Paris (APHP), University of Paris Ouest, University Versailles-Saint Quentin, Boulogne Billancourt/Paris, France
| | - Helen Vlassara
- Division of Experimental Diabetes and Aging, Departments of Geriatrics and Palliative Care and Medicine and Division of Experimental Diabetes and Aging, Department of Geriatrics and Aging and Division of Nephrology, Department of Medicine, Icahn School of Medicine, New York, New York; and
| | - Gary E Striker
- Division of Experimental Diabetes and Aging, Departments of Geriatrics and Palliative Care and Medicine and Division of Experimental Diabetes and Aging, Department of Geriatrics and Aging and Division of Nephrology, Department of Medicine, Icahn School of Medicine, New York, New York; and
| | - Agnès Boullier
- Institut National de la Santé et de la Recherche Médicale (INSERM) U-1088, Jules Verne University of Picardie, Amiens, France; Biochemistry Laboratory, Amiens University Medical Center, Amiens, France
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