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Jiang X, Luo Y, Li Z, Zhang H, Xu Z, Wang D. Identification of diagnostic biomarkers and immune cell infiltration in coronary artery disease by machine learning, nomogram, and molecular docking. Front Immunol 2024; 15:1368904. [PMID: 38629070 PMCID: PMC11018948 DOI: 10.3389/fimmu.2024.1368904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/14/2024] [Indexed: 04/19/2024] Open
Abstract
Background Coronary artery disease (CAD) is still a lethal disease worldwide. This study aims to identify clinically relevant diagnostic biomarker in CAD and explore the potential medications on CAD. Methods GSE42148, GSE180081, and GSE12288 were downloaded as the training and validation cohorts to identify the candidate genes by constructing the weighted gene co-expression network analysis. Functional enrichment analysis was utilized to determine the functional roles of these genes. Machine learning algorithms determined the candidate biomarkers. Hub genes were then selected and validated by nomogram and the receiver operating curve. Using CIBERSORTx, the hub genes were further discovered in relation to immune cell infiltrability, and molecules associated with immune active families were analyzed by correlation analysis. Drug screening and molecular docking were used to determine medications that target the four genes. Results There were 191 and 230 key genes respectively identified by the weighted gene co-expression network analysis in two modules. A total of 421 key genes found enriched pathways by functional enrichment analysis. Candidate immune-related genes were then screened and identified by the random forest model and the eXtreme Gradient Boosting algorithm. Finally, four hub genes, namely, CSF3R, EED, HSPA1B, and IL17RA, were obtained and used to establish the nomogram model. The receiver operating curve, the area under curve, and the calibration curve were all used to validate the accuracy and usefulness of the diagnostic model. Immune cell infiltrating was examined, and CAD patients were then divided into high- and low-expression groups for further gene set enrichment analysis. Through targeting the hub genes, we also found potential drugs for anti-CAD treatment by using the molecular docking method. Conclusions CSF3R, EED, HSPA1B, and IL17RA are potential diagnostic biomarkers for CAD. CAD pathogenesis is greatly influenced by patterns of immune cell infiltration. Promising drugs offers new prospects for the development of CAD therapy.
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Affiliation(s)
- Xinyi Jiang
- Department of Cardio-Thoracic surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Peking Union Medical College Graduate School, Nanjing, China
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Yuanxi Luo
- Department of Cardio-Thoracic surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Peking Union Medical College Graduate School, Nanjing, China
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zeshi Li
- Department of Cardio-Thoracic surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Peking Union Medical College Graduate School, Nanjing, China
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - He Zhang
- Department of Cardio-Thoracic surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Peking Union Medical College Graduate School, Nanjing, China
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhenjun Xu
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Dongjin Wang
- Department of Cardio-Thoracic surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Peking Union Medical College Graduate School, Nanjing, China
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
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Ding B, Sun G, Liu S, Peng E, Wan M, Chen L, Jackson J, Atala A. Three-Dimensional Renal Organoids from Whole Kidney Cells: Generation, Optimization, and Potential Application in Nephrotoxicology In Vitro. Cell Transplant 2021; 29:963689719897066. [PMID: 32166969 PMCID: PMC7504083 DOI: 10.1177/0963689719897066] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The kidney function of patients with chronic kidney disease (CKD) is impaired
irreversibly. Organ transplantation is the only treatment to restore kidney function in
CKD patients. The assessment of new potential therapeutic procedures relies heavily on
experimental animal models, but it is limited by its human predictive capacity. In
addition, the frequently used two-dimensional in vitro human renal cell
models cannot replicate all the features of the in vivo situation. In this study, we
developed a three-dimensional (3D) in vitro human renal organoid model
from whole kidney cells as a promising drug screening tool. At present, the renal tissue
generated from human pluripotent stem cells (hPSCs) exhibits intrinsic tumorigenicity
properties. Here we first developed a 3D renal organoid culture system that originated
from adult differentiated cells without gene modification. Renal organoids composed of
multiple cell types were created under optimal experimental conditions and evaluated for
morphology, viability and erythropoietin production. As a novel screening tool for renal
toxicity, 3D organoids were exposed to three widely used drugs: aspirin, penicillin G and
cisplatin. The study results showed this 3D renal organoid model can be used as a drug
screening tool, a new in vitro 3D human kidney model, and provide hope
for potential regenerative therapies for CKD.
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Affiliation(s)
- Beichen Ding
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, HB, China.,Department of Urinary Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, HLJ, China
| | - Guoliang Sun
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, HB, China
| | - Shiliang Liu
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, HB, China
| | - Ejun Peng
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, HB, China
| | - Meimei Wan
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston-Salem, NC, USA
| | - Liang Chen
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, HB, China.,Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston-Salem, NC, USA
| | - John Jackson
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston-Salem, NC, USA
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston-Salem, NC, USA
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Sun G, Ding B, Wan M, Chen L, Jackson J, Atala A. Formation and optimization of three-dimensional organoids generated from urine-derived stem cells for renal function in vitro. Stem Cell Res Ther 2020; 11:309. [PMID: 32698872 PMCID: PMC7374873 DOI: 10.1186/s13287-020-01822-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 06/25/2020] [Accepted: 07/10/2020] [Indexed: 02/06/2023] Open
Abstract
Background Organoids play an important role in basic research, drug screening, and regenerative medicine. Here, we aimed to develop a novel kind of three-dimensional (3D) organoids generated from urine-derived stem cells (USCs) and to explore whether kidney-specific extracellular matrix (kECM) could enable such organoids for renal function in vitro. Methods USCs were isolated from human urine samples and cultured with kECM extraction to generate 3D organoids in vitro. Eight densities from 1000 to 8000 cells per organoids were prepared, and both ATP assay and Live/Dead staining were used to determine the optimal USC density in forming organoids and kECM additive concentration. The morphology and histology of as-made organoids were evaluated by hematoxylin and eosin (H.E.) staining, immunofluorescence staining and whole mount staining. Additionally, RT-qPCR was implemented to detect renal-related gene expression. Drug toxicity test was conducted to evaluate the potential application for drug screening. The renal organoids generated from whole adult kidney cells were used as a positive control in multiple assessments. Results The optimized cell density to generate ideal USC-derived organoids (USC-organoids) was 5000 cells/well, which was set as applying density in the following experiments. Besides, the optimal concentration of kECM was revealed to be 10%. On this condition, Live/Dead staining showed that USC-organoids were well self-organized without significant cell death. Moreover, H.E. staining showed that compact and viable organoids were generated without obvious necrosis inside organoids, which were very close to renal organoids morphologically. Furthermore, specific proximal tubule marker Aquaporin-1 (AQP1), kidney endocrine product erythropoietin (EPO), kidney glomerular markers Podocin and Synaptopodin were detected positively in USC-organoids with kECM. Nephrotoxicity testing showed that aspirin, penicillin G, and cisplatin could exert drug-induced toxicity on USC-organoids with kECM. Conclusions USC-organoids could be developed from USCs via an optimal procedure. Combining culture with kECM, USC-organoid properties including morphology, histology, and specific gene expression were identified to be similar with real renal organoids. Additionally, USC-organoids posed kECM in vitro showed the potential to be a drug screening tool which might take the place of renal organoids to some extent in the future.
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Affiliation(s)
- Guoliang Sun
- Department of Urology, Tongji Hospital, Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Qiaokou, Wuhan, 430030, HB, China
| | - Beichen Ding
- Department of Urology, First Affiliated Hospital of Harbin Medical University, Harbin, HLJ, China
| | - Meimei Wan
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston Salem, NC, USA
| | - Liang Chen
- Department of Urology, Tongji Hospital, Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Qiaokou, Wuhan, 430030, HB, China. .,Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston Salem, NC, USA.
| | - John Jackson
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston Salem, NC, USA
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston Salem, NC, USA
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Abstract
Chronic kidney disease (CKD) is a progressive process leading to end stage renal disease and either dialysis or transplantation. Patients with CKD often have numerous comorbid conditions such as diabetes, hypertension, and acid-base and electrolyte disorders that can lead to alterations in homeostasis. Changes in drug disposition including hepatic metabolism via phase 1 (ie, cytochrome P-450 enzymes) and phase 2 (ie, conjugation) pathways have been reported. Biotransformation of drugs and endogenous substances within the kidney itself may also be compromised in the presence of CKD. Reduced hepatic and renal clearance leads to systemic accumulation of the parent drug as well as active and toxic metabolites. Characterization of specific hepatic cytochrome (CYP) enzyme pathways in patients with CKD is an area of current research and will lead to an understanding of phenotypic and genotypic expression patterns of several key drug-metabolizing enzymes. The evolving knowledge of CYP enzymes and the alterations that can occur in CKD should allow clinicians to predict adverse consequences of drug therapy and thus prevent these events from occurring. The pharmacy practitioner can also provide important pharmacotherapy interventions in this special patient population, including dose individualization, therapeutic drug monitoring, and evaluation of therapeutic outcomes.
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Affiliation(s)
- Thomas C. Dowling
- Department of Pharmacy Practice and Science, University of Maryland School of Pharmacy, Baltimore,
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5
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Nigam SK, Wu W, Bush KT, Hoenig MP, Blantz RC, Bhatnagar V. Handling of Drugs, Metabolites, and Uremic Toxins by Kidney Proximal Tubule Drug Transporters. Clin J Am Soc Nephrol 2015; 10:2039-49. [PMID: 26490509 DOI: 10.2215/cjn.02440314] [Citation(s) in RCA: 176] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 09/28/2014] [Indexed: 01/22/2023]
Abstract
The proximal tubule of the kidney plays a crucial role in the renal handling of drugs (e.g., diuretics), uremic toxins (e.g., indoxyl sulfate), environmental toxins (e.g., mercury, aristolochic acid), metabolites (e.g., uric acid), dietary compounds, and signaling molecules. This process is dependent on many multispecific transporters of the solute carrier (SLC) superfamily, including organic anion transporter (OAT) and organic cation transporter (OCT) subfamilies, and the ATP-binding cassette (ABC) superfamily. We review the basic physiology of these SLC and ABC transporters, many of which are often called drug transporters. With an emphasis on OAT1 (SLC22A6), the closely related OAT3 (SLC22A8), and OCT2 (SLC22A2), we explore the implications of recent in vitro, in vivo, and clinical data pertinent to the kidney. The analysis of murine knockouts has revealed a key role for these transporters in the renal handling not only of drugs and toxins but also of gut microbiome products, as well as liver-derived phase 1 and phase 2 metabolites, including putative uremic toxins (among other molecules of metabolic and clinical importance). Functional activity of these transporters (and polymorphisms affecting it) plays a key role in drug handling and nephrotoxicity. These transporters may also play a role in remote sensing and signaling, as part of a versatile small molecule communication network operative throughout the body in normal and diseased states, such as AKI and CKD.
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Affiliation(s)
- Sanjay K Nigam
- Department of Medicine, Department of Pediatrics, Department of Cell & Molecular Medicine,
| | | | | | - Melanie P Hoenig
- Division of Nephrology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Roland C Blantz
- Division of Nephrology-Hypertension, and Veterans Affairs San Diego Healthcare System, San Diego, California; and
| | - Vibha Bhatnagar
- Division of Family & Preventative Medicine, University of California-San Diego, La Jolla, California
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Elsayed MGA, Elkomy AAA, Gaballah MS, Elbadawy M. Nephrotoxicity of cefepime: A new cephalosporin antibiotic in rats. J Pharmacol Pharmacother 2014; 5:33-8. [PMID: 24554908 PMCID: PMC3917163 DOI: 10.4103/0976-500x.124419] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Objectives: To investigate the nephrotoxic effect and biochemical alterations induced by cefepime in rats. Materials and Methods: Cefepime was administered intramuscularly at doses of 45, 90 and 180 mg/kg b.wt. once daily for 5 consecutive days. The serum and urine samples were used for quantitative determination of urea, creatinine, glucose, total protein, calcium, sodium and potassium. The histopathological examination of kidney tissues was performed 1, 4 and 8 days after the last dose of cefepime administration. Results: Cefepime induced a significant increase in the total amount of urine per day, urea and creatinine concentration in the serum and urine and significant decrease in their clearance. Cefepime also caused a significant gluocosuria and proteinuria and significant decrease in their serum concentrations. The effect of cefepime on serum and urine concentrations of calcium, sodium and potassium were also determined. Cefepime injection in the three tested doses caused renal tubular, glomerular and vascular changes. The severity of these changes was dose dependent. In conclusion, these results suggest a possible contribution of cefepime in the nephrotoxicity and biochemical alterations, especially at high doses. Therefore, the renal functions should be monitored during the cefepime therapy.
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Affiliation(s)
| | | | | | - Mohamed Elbadawy
- Department of Pharmacology, Faculty of Veterinary Medicine, Benha University, Egypt
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7
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Guitton J, Conjard A, Eid A, Martin M, Boghossian M, Delage H, Baverel G, Ferrier B. Identification of novel targets of cephaloridine in rabbit renal proximal tubules synthesizing glutamine from alanine. Arch Toxicol 2005; 79:587-94. [PMID: 15991025 DOI: 10.1007/s00204-005-0673-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2005] [Accepted: 03/31/2005] [Indexed: 10/25/2022]
Abstract
Cephaloridine, which accumulates in the renal proximal tubule, is a model compound used for studying the toxicity of antibiotics towards this nephron segment. Several studies have demonstrated that cephaloridine alters renal intermediary and energy metabolism, but the mechanism by which this compound interferes with renal metabolic pathways remains incompletely understood. In an attempt to improve our knowledge in this field, we have studied the influence of cephaloridine on the synthesis of glutamine, which represents a key metabolic process involving several important enzymatic steps in the rabbit kidney. For this, suspensions of rabbit renal proximal tubules were incubated for 90 and 180 min in the presence of 5 mM alanine, an important glutamine precursor, both in the absence and the presence of 10 mM cephaloridine. Glutamate accumulation and glutamine synthesis were found to be inhibited by cephaloridine after 90 and 180 min of incubation, and cephaloridine accumulation in the renal proximal cells occurred in a time-dependent manner. The renal proximal tubule activities of alanine aminotransferase and glutamate dehydrogenase, which initiates alanine removal and releases the ammonia needed for glutamine synthesis, respectively, were inhibited to a significant degree and in a concentration-dependent manner by cephaloridine concentrations in the range found to accumulate in the renal proximal cells. Citrate synthase and glutamine synthetase activities were also inhibited by cephaloridine, but to a much lesser extent. The above enzymatic activities were not found to be inhibited when they were measured after successive dilutions of renal proximal tubules incubated for 180 min in the presence of 5 mM alanine and 10 mM cephaloridine. When microdissected segments (S1-S3) of rabbit renal proximal tubules were incubated for 180 min with 5 mM alanine with and without 5 and 10 mM cephaloridine, glutamate accumulation and glutamine synthesis were also inhibited in the three renal proximal segments studied; the latter cephaloridine-induced inhibitions observed were concentration-dependent except for glutamine in the S3 segment. These results are consistent with the view that cephaloridine accumulates and is toxic along the entire rabbit renal proximal tubule. They also demonstrate that cephaloridine interferes in a concentration-dependent and reversible manner mainly with alanine aminotransferase and glutamate dehydrogenase, which are therefore newly-identified targets of the toxic effects of cephaloridine in the rabbit renal proximal tubule.
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Affiliation(s)
- Jérôme Guitton
- Laboratoire de Physiopathologie Métabolique et Rénale, Faculté de Médecine Laennec, INSERM and Université Claude Bernard-Lyon 1, UMR No 499, rue G. Paradin, 69372 Lyon Cedex 08, France.
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Loots DT, Mienie LJ, Bergh JJ, Van der Schyf CJ. Acetyl-L-carnitine prevents total body hydroxyl free radical and uric acid production induced by 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) in the rat. Life Sci 2004; 75:1243-53. [PMID: 15219812 DOI: 10.1016/j.lfs.2004.03.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2003] [Accepted: 03/11/2004] [Indexed: 12/17/2022]
Abstract
Acetyl-L-carnitine (ALCAR) is intimately involved in the transport of long chain fatty acids across the inner mitochondrial membrane during oxidative phosphorylation. ALCAR also has been reported to attenuate the occurrence of parkinsonian symptoms associated with 1-methyl-1,2,3,6-tetrahydropyridine (MPTP) in vivo, and protects in vitro against the toxicity of the neurotoxic 1-methyl-4-phenylpyridinium (MPP+) metabolite of MPTP. The mechanism for these protective effects remains unclear. ALCAR may attenuate hydroxyl (HO*) free radical production in the MPTP/MPP+ neurotoxic pathway through several mechanisms. Most studies on MPTP/MPP+ toxicity and protection by ALCAR have focused on in vivo brain chemistry and in vitro neuronal culture studies. The present study investigates the attenuative effects of ALCAR on whole body oxidative stress markers in the urine of rats treated with MPTP. In a first study, ALCAR totally prevented the MPTP-induced formation of HO* measured by salicylate radical trapping. In a second study, the production of uric acid after MPTP administration-a measure of oxidative stress mediated through xanthine oxidase-was also prevented by ALCAR. Because ALCAR is unlikely to be a potent radical scavenger, these studies suggest that ALCAR protects against MPTP/MPP+-mediated oxidative stress through other mechanisms. We speculate that ALCAR may operate through interference with organic cation transporters such as OCTN2 and/or carnitine-acylcarnitine translocase (CACT), based partly on the above findings and on semi-empirical electronic similarity calculations on ALCAR, MPP+, and two other substrates for these transporters.
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Affiliation(s)
- Du Toit Loots
- Department of Biochemistry, North West University, Potchefstroom 2520, South Africa
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9
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Jung KY, Takeda M, Shimoda M, Narikawa S, Tojo A, Kim DK, Chairoungdua A, Choi BK, Kusuhara H, Sugiyama Y, Sekine T, Endou H. Involvement of rat organic anion transporter 3 (rOAT3) in cephaloridine-induced nephrotoxicity: in comparison with rOAT1. Life Sci 2002; 70:1861-74. [PMID: 12005172 DOI: 10.1016/s0024-3205(02)01500-x] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
This study was performed to elucidate the possible involvement of organic anion transporter 3 (OAT3) in cephaloridine (CER)-induced nephrotoxicity and compare the substrate specificity between rOAT3 and rat OAT1 (rOAT1) for various cephalosporin antibiotics, using proximal tubule cells stably expressing rOAT3 (S2 rOAT3) and rOAT1 (S2 rOAT1). S2 rOAT3 exhibited a CER uptake and a higher susceptibility to CER cytotoxicity than did mock, which was recovered by probenecid. Various cephalosporin antibiotics significantly inhibited both estrone sulfate uptake in S2 rOAT3 and para-aminohippuric acid uptake in S2 rOAT1. The Ki values of CER, cefoperazone, cephalothin and cefazolin for rOAT3- and rOAT1-mediated organic anion transport ranged from 0.048 to 1.14 mM and from 0.48 to 1.32 mM, respectively. These results suggest that rOAT3, at least in part, mediates CER uptake and CER-induced nephrotoxicity as rOAT1. There was some difference of affinity between rOAT3 and rOAT1 for cephalosporin antibiotics.
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Affiliation(s)
- Kyu Yong Jung
- Department of Pharmacology and Toxicology, Kyorin University School of Medicine, Mitaka-shi, Tokyo, Japan.
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Nix DE, Thomas JK, Symonds WT, Spivey JM, Wilton JH, Gagliardi NC, Schentag JJ. Assessment of the enzymuria resulting from gentamicin alone and combinations of gentamicin with various beta-lactam antibiotics. Ann Pharmacother 1997; 31:696-703. [PMID: 9184707 DOI: 10.1177/106002809703100605] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE To determine the propensity of beta-lactam antimicrobials to ameliorate or potentiate aminoglycoside-induced renal enzymuria. DESIGN Two open, randomized, double-blind, parallel-group studies were conducted in young, healthy, male volunteer subjects. Using a common protocol, 24-hour urine collections were analyzed for the renal tubular enzymes alanine aminopeptidase (AAP) and N-acetyl-beta-D-glucosaminidase (NAG), as well as for creatinine. Antimicrobial combinations studied included gentamicin plus placebo and gentamicin plus ticarcillin/clavulanate (protocol 1); and gentamicin plus placebo, gentamicin plus piperacillin, and gentamicin plus ceftazidime (protocol 2). The antimicrobial regimens were administered for 7 days. Eight subjects completed each treatment group. RESULTS There were no significant differences between treatment groups with regard to urine creatinine excretion or serum gentamicin concentrations in either protocol. Enzymuria (AAP [p = 0.039] and NAG [p = 0.337]) was decreased in the gentamicin plus ticarcillin/clavulanate treatment compared with that in the gentamicin plus placebo treatment. Increased enzymuria, as indicated by increased urine concentrations of AAP and NAG, was observed in the gentamicin plus ceftazidime treatment (p < 0.05) compared with the other two treatments. CONCLUSIONS Based on relative enzymuria, ticarcillin/clavulanate may be renal protective. Piperacillin neither potentiated nor ameliorated aminoglycoside-induced enzymuria. Since acute elevations in AAP and NAG reflect insults to the kidney, these studies suggest that ceftazidime may enhance aminoglycoside-induced renal injury. Piperacillin had no effect on enzymuria and would appear not to enhance or protect against aminoglycoside-induced renal injury.
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Affiliation(s)
- D E Nix
- Clinical Pharmacokinetics Laboratory, Millard Fillmore Health System, State University of New York at Buffalo, USA
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11
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Abstract
The kidney is a frequent target organ for toxic effects of xenobiotics. In recent years, the molecular mechanisms responsible for the selective renal toxicity of many nephrotoxic xenobiotics have been elucidated. Accumulation by renal transport mechanisms, and thus aspects of renal physiology, plays an important role in the renal toxicity of some antibiotics, metals, and agents binding to low molecular weight proteins such as alpha(2u)-globulin. The accumulation by active transport of metabolites formed in other organs is involved in the kidney-specific toxicity of certain polyhaloalkanes, polyhaloalkenes, hydroquinones, and aminophenols. Other xenobiotics are selectively metabolized to reactive electrophiles by enzymes expressed in the kidney. This review summarizes the present knowledge on the mechanistic basis of target organ selectivity of these compounds.
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Affiliation(s)
- W Dekant
- Institut für Toxikologie, Universität Würzburg, FRG
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12
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McLaren J, Whiting P, Simpson J, Hawksworth G. Isolation and characterisation of human proximal tubular cells derived from kidney cortical segments. Hum Exp Toxicol 1995; 14:916-22. [PMID: 8588954 DOI: 10.1177/096032719501401110] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
1. Human renal proximal tubular cells (HPTC) were isolated by collagenase digestion and purified following filtration and isopycnic Percoll density centrifugation. This method used cortical tissue obtained from surgical nephrectomies and was both rapid and simple, providing a preparation of cells with high viability (> 93 +/- 3%) and recovery (16 +/- 7 x 10(6) cells g-1 of cortical tissue). 2. Characterisation of the isolated cells showed that, in terms of morphology, enzyme profile, transport systems and hormonal responsiveness, they were > 95% proximal tubular. The transport systems obeyed Michaelis-Menten kinetics, with the kinetic parameters of the glucose transport system (Km = 2.5mM, Vmax = 7.7 nmol min-1 mg-1 protein) suggesting a higher proportion of PT cells originating from the S1-S2 segment of the nephron. Isolated HPTC also maintained levels of reduced glutathione (GSH) (11.9 +/- 3.2 nmol mg-1 protein) and exhibited cytochrome P450-dependent activity, levels of spectrally determined P450 being 0.22 +/- 0.07 nmol mg-1 protein. 3. These results demonstrate the isolation of a viable and functioning homogeneous preparation of HPTC from cortical tissue, with potential for use in short term pharmacological, physiological and toxicological studies.
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Affiliation(s)
- J McLaren
- Department of Medicine, University of Aberdeen, Foresterhill, UK
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Abstract
Previous studies have indicated that cephaloridine nephrotoxicity was reduced in diabetic rats. This study determined whether the reduction in toxicity was due to streptozotocin or the diabetic state. Male Fischer-344 rats were injected intraperitoneally with 35 mg/kg streptozotocin to induce diabetes. Insulin (5 U/day, subcutaneously) was begun within 72 h and continued for 10 days. Toxicity was quantitated 48 h after injection of cephaloridine (1500 mg/kg, i.p.) in normoglycemic (NC), diabetic (DC) and diabetic animals treated with insulin (DIC). Cephaloridine produced diuresis, glucosuria, proteinuria, elevated kidney weight and decreased renal cortical slice accumulation of organic ions in the NC group. Cephaloridine toxicity was reduced in the DC group since kidney weight, BUN level and renal cortical slice accumulation of organic anions were similar between treated and control animals. Cephaloridine treatment of the DIC group was associated with increased BUN levels, proteinuria and diminished renal cortical slice accumulation of organic cations. These results indicated that the diabetic state, and not streptozotocin, reduced cephaloridine nephrotoxicity.
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Affiliation(s)
- M A Valentovic
- Department of Pharmacology, Marshall University School of Medicine, Huntington, WV 25704-9388, USA
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Steinmassl D, Pfaller W, Gstraunthaler G, Hoffmann W. LLC-PK1 epithelia as a model for in vitro assessment of proximal tubular nephrotoxicity. In Vitro Cell Dev Biol Anim 1995; 31:94-106. [PMID: 7735573 DOI: 10.1007/bf02633969] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
LLC-PK1 cells, an established epithelial cell line derived from pig kidney, were used as a model system for assessment of nephrotoxic side effects of three cephalosporin antibiotics: cephaloridine, ceftazidime, and cefotaxime. Toxic effects of these xenobiotics were monitored on confluent monolayers by light and electron microscopy and by the release of cellular marker enzyme activities into the culture medium. In addition, LLC-PK1 cells were grown on microporous supports, and cephalosporin-induced alteration of epithelial functional integrity was monitored by a novel electrophysiologic approach. For this purpose, an Ussing chamberlike experimental setup was used. The dose-dependent effects on transepithelial ionic permselectivity were monitored under conditions in which defined fractions of the apical culture medium NaCl contents were replaced iso-osmotically by mannitol. This method of determining the functional intactness of the epithelial barrier by measuring dilution potentials was found to be far more sensitive than monitoring cell injury by means of morphology or measurement of enzyme release. As expected from animal experimental data, a dose-dependent disruption of monolayer integrity was detected with all three methodologies applied. Cephaloridine was found the most toxic compound followed by ceftazidime, where a 3-fold, and cefotaxime, where a 10-fold dose of that of cephaloridine was needed to produce cell injury. Measurement of transepithelial dilution potentials was more sensitive as compared to the release of the apical plasma membrane marker enzyme activities alkaline phosphatase and gamma-glutamyltranspeptidase, the cytosolic lactate dehydrogenase, or the mitochondrial glutamate dehydrogenase. The data were compared to the effects of the aminoglycoside antibiotic gentamicin, which at least with respect to its effects on LLC-PK1 morphology and enzyme release, but not transepithelial electrical properties, was already investigated.
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Affiliation(s)
- D Steinmassl
- Institute of Physiology, University of Innsbruck, Australia
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15
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Hawksworth GM. Advantages and disadvantages of using human cells for pharmacological and toxicological studies. Hum Exp Toxicol 1994; 13:568-73. [PMID: 7946513 DOI: 10.1177/096032719401300811] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
1. Marked species differences in the distribution and affinity of drug receptors, and in the patterns of biotransformation and susceptibility to the toxicity of xenobiotics, provide the impetus for using human tissues for pharmacological and toxicological studies. 2. Studies with intact cells facilitate the correlation of xenobiotic metabolism with cellular indices of toxicity, which can provide the mechanistic basis for understanding species differences in toxicity. 3. Human cells in suspension or primary culture reflect the variability in susceptibility to toxicity in a population. 4. The current limitation to these studies is scarcity of human material, the need for improved (cryo)preservation techniques for human hepatocytes/precision-cut slices and difficulties in predicting in vivo exposure-risk relationships from in vitro dose-response relationships.
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Affiliation(s)
- G M Hawksworth
- Clinical Pharmacology Unit, Department of Medicine and Therapeutics, Foresterhill, Aberdeen, UK
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Avissar N, Ornt DB, Yagil Y, Horowitz S, Watkins RH, Kerl EA, Takahashi K, Palmer IS, Cohen HJ. Human kidney proximal tubules are the main source of plasma glutathione peroxidase. THE AMERICAN JOURNAL OF PHYSIOLOGY 1994; 266:C367-75. [PMID: 8141250 DOI: 10.1152/ajpcell.1994.266.2.c367] [Citation(s) in RCA: 233] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The sites of synthesis of extracellular (E) glutathione peroxidase (GPX), a unique selenoglycoprotein present in plasma, are not known. To investigate the possibility that the kidney is the main source for the plasma GPX, we examined GPX activities and selenium concentrations in the plasma of patients with renal failure on dialysis and nephrectomized patients before and after kidney transplantation. Plasma GPX activities in these patients were 42, 22, and 180% of normal EGPX activity, respectively, whereas plasma Se levels were within the normal range. Twenty-four hours after nephrectomy of anesthetized rats, plasma GPX activity was 30.0 +/- 6.4% of the activity at zero time. Northern hybridization analysis of eight human tissues probed with EGPX and cellular glutathione peroxidase (CGPX) cDNA revealed that the ratio of EGPX to CGPX was highest in the kidney. cRNA in situ hybridization studies on kidney slices showed that only proximal tubular epithelial cells and parietal epithelial cells of Bowman's capsule contained EGPX transcripts. Caki-2, a proximal tubular renal carcinoma cell line, makes and actively secretes EGPX. Taken together, these results strongly suggest that kidney proximal tubular cells are the main source for GPX activity in the plasma.
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Affiliation(s)
- N Avissar
- Department of Pediatrics, Strong Children's Research Center, Rochester
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17
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Miller DM, Woods JS. Urinary porphyrins as biological indicators of oxidative stress in the kidney. Interaction of mercury and cephaloridine. Biochem Pharmacol 1993; 46:2235-41. [PMID: 8274157 DOI: 10.1016/0006-2952(93)90614-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Reduced porphyrins (hexahydroporphyrins, porphyrinogens) are readily oxidized in vitro by free radicals which are known to mediate oxidative stress in tissue cells. To determine if increased urinary porphyrin concentrations may reflect oxidative stress to the kidney in vivo, we measured the urinary porphyrin content of rats treated with mercury as methyl mercury hydroxide (MMH) or cephaloridine, both nephrotoxic, oxidative stress-inducing agents. Rats exposed to MMH at 5 ppm in the drinking water for 4 weeks showed a 4-fold increase in 24-hr total urinary porphyrin content and a 1.3-fold increase in urinary malondialdehyde (MDA), an established measure of oxidative stress in vivo. Treatment with cephaloridine alone (10-500 mg/kg, i.p.) produced a dose-related increase in urinary MDA and total porphyrin levels up to 1.6 and 7 times control values, respectively. Injection of MMH-treated rats with cephaloridine (500 mg/kg) caused a synergistic (20-fold) increase in urinary porphyrin levels, but an additive (1.9-fold) increase in the MDA concentration. Studies in vitro demonstrated that cephaloridine stimulated the iron-catalyzed H2O2-dependent oxidation of porphyrinogens to porphyrins in the absence of either microsomes or mitochondria. Additionally, porphyrinogens were oxidized to porphyrins in an iron-dependent microsomal lipid peroxidation system. Moreover, porphyrinogens served as an effective antioxidant (EC50 approximately 1-2 microM) to lipid peroxidation. These results demonstrate that MMH and cephaloridine synergistically, as well as individually, promote increased oxidation of reduced porphyrins in the kidney and that this action may be mechanistically linked to oxidative stress elicited by these chemicals. Increased urinary porphyrin levels may, therefore, represent a sensitive indicator of oxidative stress in the kidney in vivo.
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Affiliation(s)
- D M Miller
- Department of Environmental Health, University of Washington, Seattle 98195
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18
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Kaloyanides GJ. Metabolic interactions between drugs and renal tubulointerstitial cells: role in nephrotoxicity. Kidney Int 1991; 39:531-40. [PMID: 1676431 DOI: 10.1038/ki.1991.61] [Citation(s) in RCA: 31] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- G J Kaloyanides
- Department of Medicine, State University of New York, Stony Brook
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19
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Gstraunthaler G, Steinmassl D, Pfaller W. Renal cell cultures: a tool for studying tubular function and nephrotoxicity. Toxicol Lett 1990; 53:1-7. [PMID: 2219147 DOI: 10.1016/0378-4274(90)90085-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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20
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Kovacic P, Ames JR, Ryan MD. Minimum essential structural requirements for lactam antibiotic action. FREE RADICAL RESEARCH COMMUNICATIONS 1989; 7:19-26. [PMID: 2806952 DOI: 10.3109/10715768909088157] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A mechanism of action encompassing mono- and bicyclic beta-lactams has been proposed previously, which stresses the importance of formation of an electron transfer (ET) entity (conjugated iminium) as a requirement for antibiotic activity, in association with enzyme inactivation. Additional evidence in support of this contention is now provided. Reduction potentials for several cephalosporins and pyrazolidinones, all of which contain an oximino functionality in the side chain, were observed in the range of -0.6 to -0.7 V. Comparison is made with related compounds lacking imine. Agents containing side chain hydrazone, oxamazins (mono beta-lactams), and lactivicin are discussed based on the ET approach.
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Affiliation(s)
- P Kovacic
- Department of Chemistry, University of Wisconsin, Milwaukee 53201
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