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Li Y, Wang B, Wang L, Shi K, Zhao W, Gao S, Chen J, Ding C, Du J, Gao W. Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation. Front Med (Lausanne) 2022; 9:863962. [PMID: 36035383 PMCID: PMC9411520 DOI: 10.3389/fmed.2022.863962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 07/28/2022] [Indexed: 11/16/2022] Open
Abstract
Background Delayed graft function (DGF) commonly occurs after kidney transplantation, but no clinical predictors for guiding post-transplant management are available. Materials and methods Data including demographics, surgery, anesthesia, postoperative day 1 serum cystatin C (S-CysC) level, kidney functions, and postoperative complications in 603 kidney transplant recipients who met the enrollment criteria from January 2017 to December 2018 were collected and analyzed to form the Intention-To-Treat (ITT) set. All perioperative data were screened using the least absolute shrinkage and selection operator. The discrimination, calibration, and clinical effectiveness of the predictor were verified with area under curve (AUC), calibration plot, clinical decision curve, and impact curve. The predictor was trained in Per-Protocol set, validated in the ITT set, and its stability was further tested in the bootstrap resample data. Result Patients with DGF had significantly higher postoperative day 1 S-CysC level (4.2 ± 1.2 vs. 2.8 ± 0.9 mg/L; P < 0.001), serum creatinine level (821.1 ± 301.7 vs. 554.3 ± 223.2 μmol/L; P < 0.001) and dialysis postoperative (74 [82.2%] vs. 25 [5.9%]; P < 0.001) compared with patients without DGF. Among 41 potential predictors, S-CysC was the most effective in the parsimonious model, and its diagnostic cut-off value was 3.80 mg/L with the risk score (OR, 13.45; 95% CI, 8.02–22.57; P < 0.001). Its specificity and sensitivity indicated by AUC was 0.832 (95% CI, 0.779–0.884; P < 0.001) with well fit calibration. S-CysC yielded up to 50% of clinical benefit rate with 1:4 of cost/benefit ratio. Conclusion The postoperative day 1 S-CysC level predicts DGF and may be used as a predictor of DGF but warrants further study.
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Affiliation(s)
- Yajuan Li
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- Department of Anesthesiology, 521 Hospital of Norinco Group, Xi’an, China
| | - Bo Wang
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Le Wang
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Kewei Shi
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Wangcheng Zhao
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Sai Gao
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jiayu Chen
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Chenguang Ding
- Department of Renal Transplantation, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Junkai Du
- Department of Emergency, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- *Correspondence: Wei Gao,
| | - Wei Gao
- Department of Anesthesiology and Center for Brain Science and Center for Translational Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- Junkai Du,
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Zhou DY, Mou X, Liu K, Liu WH, Xu YQ, Zhou D. In silico prediction and validation of potential therapeutic genes in pancreatic β-cells associated with type 2 diabetes. Exp Ther Med 2020; 20:60. [PMID: 32952650 PMCID: PMC7485321 DOI: 10.3892/etm.2020.9188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 03/24/2020] [Indexed: 02/07/2023] Open
Abstract
Diabetes mellitus is becoming a major health burden worldwide. Pancreatic β-cell death is a characteristic of type 2 diabetes (T2D), but the underlying mechanisms of pancreatic β-cell death remain unknown. Therefore, the aim of the present study was to identify potential targets in the pancreatic islet of T2D. The GSE20966 dataset was obtained from the Gene Expression Omnibus (GEO) database, and differentially expressed genes (DEGs) were identified by using the GEO2R tool. The Gene Ontology terms and Kyoto Encyclopedia of Genes and Genomes Pathway enrichment analysis of DEGs were further assessed using the Database for Annotation, Visualization and Integrated Discovery. Furthermore, protein-protein interaction (PPI) networks were constructed for the up- and downregulated genes using STRING databases and were then visualized with Cytoscape. The body weight, fasting blood glucose (FBG), pancreatic index and biochemistry parameters were measured in db/db mice. Moreover, the morphology of the pancreas was detected by hematoxylin and eosin staining, and hub genes were assessed using reverse transcription-quantitative PCR (RT-qPCR) and western blot analysis. In total, 570 DEGs were screened, including 376 upregulated and 194 downregulated genes, which were associated with 'complement activation, classical pathway', 'proteolysis', 'complement activation' and 'pancreatic secretion pathway'. It was found that the body weight, FBG, alanine aminotransferase, aspartate aminotransferase, total cholesterol, triglycerides, blood urea nitrogen, creatinine, fasting serum insulin, glucagon and low-density lipoprotein cholesterol levels were significantly higher in db/db mice, while high-density lipoprotein cholesterol levels and the pancreatic index were significantly decreased. Furthermore, albumin, interleukin-8, CD44, C-C motif chemokine ligand 2, hepatocyte growth factor, cystic fibrosis transmembrane conductance regulator, histone cluster 1 H2B family member n, mitogen-activated protein kinase 11 and neurotrophic receptor tyrosine kinase 2 were identified as hub genes in PPI network. RT-qPCR and western blotting results demonstrated the same expression trend in hub genes as found by the bioinformatics analysis. Therefore, the present study identified a series of hub genes involved in the progression of pancreatic β-cell, which may help to develop effective therapeutic strategy for T2D.
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Affiliation(s)
- Di Yi Zhou
- Department of Endocrinology, Zhejiang Integrated Traditional and Western Medicine Hospital, Hangzhou, Zhejiang 310003, P.R. China
| | - Xin Mou
- Department of Endocrinology, Zhejiang Integrated Traditional and Western Medicine Hospital, Hangzhou, Zhejiang 310003, P.R. China
| | - Kaiyuan Liu
- Department of Endocrinology, Zhejiang Integrated Traditional and Western Medicine Hospital, Hangzhou, Zhejiang 310003, P.R. China
| | - Wen Hong Liu
- College of The Second Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310000, P.R. China
| | - Ya Qing Xu
- Department of Endocrinology, Zhejiang Integrated Traditional and Western Medicine Hospital, Hangzhou, Zhejiang 310003, P.R. China
| | - Danyang Zhou
- Department of Endocrinology, Zhejiang Integrated Traditional and Western Medicine Hospital, Hangzhou, Zhejiang 310003, P.R. China
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Trichur Khabeer S, Prashant A, Haravey Krishnan M. Dietary fatty acids from pomegranate seeds (Punica granatum) inhibit adipogenesis and impact the expression of the obesity-associated mRNA transcripts in human adipose-derived mesenchymal stem cells. J Food Biochem 2018; 43:e12739. [PMID: 31353555 DOI: 10.1111/jfbc.12739] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 10/10/2018] [Accepted: 11/04/2018] [Indexed: 11/30/2022]
Abstract
Obesity is a metabolic disorder that manifests into various forms. Recent studies have indicated that the pomegranate (Punica granatum) seed oil (PSO) has many biologically active components that help in controlling diet-induced obesity and insulin resistance. However, its impact on the adipogenic differentiation of human adipose-derived mesenchymal stem cells (HADMSC) remains unclear. Here we have attempted to study the anti-obesity potential of SHAMstat3pg, a fatty acid composite extracted from PSO. It is composed of three dietary fatty acids: punicic acid [(9Z,11E,13Z)-9,11,13-Octadecatrienoic acid], oleic acid [Cis-9-Octadecenoic acid], and linoleic acid [(9Z,12Z)-octadeca-9,12-dienoic acid]. In this study, we discuss the impact of the fatty acids on adipogenesis, inflammation, glucose uptake, and mitochondrial ATP production. The impact of SHAMstat3pg on the expression of various obesity-associated protein and mRNA transcripts in HADMSC was also analyzed. The results indicate that exposure to 10 µg/ml of SHAMstat3pg (24 hr) inhibited adipogenesis of HADMSC, ameliorated inflammation, attenuated ATP production, and glucose uptake. Also, the extract favorably regulated the mRNA expression of the studied obesity-associated gene transcripts. PRACTICAL APPLICATIONS: SHAMstat3pg has the potential to serve as a multi-targeted therapy for the management of obesity. This study demonstrated that the dietary fatty acids inhibited the differentiation of preadipocytes to adipocytes. SHAMstat3pg has also shown to have a favorable impact on the expression of the obesity-linked proteins and genes in HADMSC that are associated with adipogenesis, inflammation, satiety, energy intake/expenditure (central and peripheral signaling molecules). The study gives an overview of the vast number of genes impacted by the treatment with SHAMstat3pg paving the way for future studies to demonstrate the exact mode of action of how dietary fatty acids can help manage obesity, insulin resistance, and type 2 diabetes.
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Affiliation(s)
- Shamsiya Trichur Khabeer
- Department of Food Protectants & Infestation Control, Central Food Technological Research Institute (CSIR - CFTRI), Mysore, India.,Academy of Scientific and Innovative Research (AcSIR), New Delhi, India
| | - Akila Prashant
- Centre of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Manonmani Haravey Krishnan
- Department of Food Protectants & Infestation Control, Central Food Technological Research Institute (CSIR - CFTRI), Mysore, India
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Bontha SV, Maluf DG, Archer KJ, Dumur CI, Dozmorov M, King A, Akalin E, Mueller TF, Gallon L, Mas VR. Effects of DNA Methylation on Progression to Interstitial Fibrosis and Tubular Atrophy in Renal Allograft Biopsies: A Multi-Omics Approach. Am J Transplant 2017; 17:3060-3075. [PMID: 28556588 PMCID: PMC5734859 DOI: 10.1111/ajt.14372] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 05/01/2017] [Accepted: 05/20/2017] [Indexed: 01/25/2023]
Abstract
Progressive fibrosis of the interstitium is the dominant final pathway in renal destruction in native and transplanted kidneys. Over time, the continuum of molecular events following immunological and nonimmunological insults lead to interstitial fibrosis and tubular atrophy and culminate in kidney failure. We hypothesize that these insults trigger changes in DNA methylation (DNAm) patterns, which in turn could exacerbate injury and slow down the regeneration processes, leading to fibrosis development and graft dysfunction. Herein, we analyzed biopsy samples from kidney allografts collected 24 months posttransplantation and used an integrative multi-omics approach to understand the underlying molecular mechanisms. The role of DNAm and microRNAs on the graft gene expression was evaluated. Enrichment analyses of differentially methylated CpG sites were performed using GenomeRunner. CpGs were strongly enriched in regions that were variably methylated among tissues, implying high tissue specificity in their regulatory impact. Corresponding to this methylation pattern, gene expression data were related to immune response (activated state) and nephrogenesis (inhibited state). Preimplantation biopsies showed similar DNAm patterns to normal allograft biopsies at 2 years posttransplantation. Our findings demonstrate for the first time a relationship among epigenetic modifications and development of interstitial fibrosis, graft function, and inter-individual variation on long-term outcomes.
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Affiliation(s)
- Sai Vineela Bontha
- Translational Genomics Transplant Laboratory, Transplant Division, University of Virginia, Department of Surgery, PO Box 800625. 409 Lane Rd, Charlottesville, VA, 22908- 0625, USA
| | - Daniel G. Maluf
- Translational Genomics Transplant Laboratory, Transplant Division, University of Virginia, Department of Surgery, PO Box 800625. 409 Lane Rd, Charlottesville, VA, 22908- 0625, USA
| | - Kellie J. Archer
- Division of Biostatistics, The Ohio State University, 1841 Neil Avenue, 240 Cunz Hall, Columbus, OH 43210
| | - Catherine I. Dumur
- Department of Pathology, Virginia Commonwealth University, PO Box 980662, 1101 E. Marshall Street, Richmond, VA 23298-0662
| | - Mikhail Dozmorov
- Department of Biostatistics, Virginia Commonwealth University, One Capitol Square, room 730, 830 East Main Street, Richmond, Virginia 23298
| | - Anne King
- Division of Nephrology, Internal Medicine. Virginia commonwealth University, VA, 1101 E. Marshall Street, Richmond, VA 23298-0662
| | - Enver Akalin
- Departments of Clinical Medicine and Surgery, Albert Einstein College of Medicine Montefiore Medical Center, 11 E 210th St, Bronx, NY 10467
| | - Thomas F. Mueller
- Division of Nephorology, Internal Medicine, University Hospital Zurich, Ramistrasse 100, Zurich-8091
| | - Lorenzo Gallon
- Department of Medicine-Nephrology, Northwestern University676 N St Clair St # 100, Chicago, IL 60611
| | - Valeria R. Mas
- Translational Genomics Transplant Laboratory, Transplant Division, University of Virginia, Department of Surgery, PO Box 800625. 409 Lane Rd, Charlottesville, VA, 22908- 0625, USA
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