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Frost KL, Jilek JL, Sinari S, Klein RR, Billheimer D, Wright SH, Cherrington NJ. Renal Transporter Alterations in Patients with Chronic Liver Diseases: Nonalcoholic Steatohepatitis, Alcohol-Associated, Viral Hepatitis, and Alcohol-Viral Combination. Drug Metab Dispos 2023; 51:155-164. [PMID: 36328481 PMCID: PMC9900843 DOI: 10.1124/dmd.122.001038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/17/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022] Open
Abstract
Alterations in hepatic transporters have been identified in precirrhotic chronic liver diseases (CLDs) that result in pharmacokinetic variations causing adverse drug reactions (ADRs). However, the effect of CLD on the expression of renal transporters is unknown despite the overwhelming evidence of kidney injury in CLD patients. This study determines the transcriptomic and proteomic expression profiles of renal drug transporters in patients with defined CLD etiology. Renal biopsies were obtained from patients with a history of CLD etiologies, including nonalcoholic fatty liver disease (NAFLD), nonalcoholic steatohepatitis (NASH), alcohol-associated liver disease (ALD), viral hepatitis C (HCV), and combination ALD/HCV. A significant decrease in organic anion transporter (OAT)-3 was identified in NASH, ALD, HCV, and ALD/HCV (1.56 ± 1.10; 1.01 ± 0.46; 1.03 ± 0.43; 0.86 ± 0.57 pmol/mg protein) relative to control (2.77 ± 1.39 pmol/mg protein). Additionally, a decrease was shown for OAT4 in NASH (24.9 ± 5.69 pmol/mg protein) relative to control (43.8 ± 19.9 pmol/mg protein) and in urate transporter 1 (URAT1) for ALD and HCV (1.56 ± 0.15 and 1.65 ± 0.69 pmol/mg protein) relative to control (4.69 ± 4.59 pmol/mg protein). These decreases in organic anion transporter expression could result in increased and prolonged systemic exposure to drugs and possible toxicity. Renal transporter changes, in addition to hepatic transporter alterations, should be considered in dose adjustments for CLD patients for a more accurate disposition profile. It is important to consider a multiorgan approach to altered pharmacokinetics of drugs prescribed to CLD patients to prevent ADRs and improve patient outcomes. SIGNIFICANCE STATEMENT: Chronic liver diseases are known to elicit alterations in hepatic transporters that result in a disrupted pharmacokinetic profile for various drugs. However, it is unknown if there are alterations in renal transporters during chronic liver disease, despite strong indications of renal dysfunction associated with chronic liver disease. Identifying renal transporter expression changes in patients with chronic liver disease facilitates essential investigations on the multifaceted relationship between liver dysfunction and kidney physiology to offer dose adjustments and prevent adverse drug reactions.
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Affiliation(s)
- Kayla L Frost
- College of Pharmacy, Department of Pharmacology and Toxicology, The University of Arizona, Tucson, Arizona
| | - Joseph L Jilek
- College of Pharmacy, Department of Pharmacology and Toxicology, The University of Arizona, Tucson, Arizona
| | - Shripad Sinari
- Center for Biomedical Informatics and Biostatistics, The University of Arizona, Tucson, Arizona
| | - Robert R Klein
- Department of Pathology, Banner University Medical Center, Tucson, Arizona
| | - Dean Billheimer
- Center for Biomedical Informatics and Biostatistics, The University of Arizona, Tucson, Arizona
| | - Stephen H Wright
- Department of Physiology, The University of Arizona, Tucson, Arizona
| | - Nathan J Cherrington
- College of Pharmacy, Department of Pharmacology and Toxicology, The University of Arizona, Tucson, Arizona;
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Chen L, Chen L, Li X, Qin L, Zhu Y, Zhang Q, Tan D, He Y, Wang YH. Transcriptomic profiling of hepatic tissues for drug metabolism genes in nonalcoholic fatty liver disease: A study of human and animals. Front Endocrinol (Lausanne) 2023; 13:1034494. [PMID: 36686439 PMCID: PMC9845619 DOI: 10.3389/fendo.2022.1034494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 12/08/2022] [Indexed: 01/05/2023] Open
Abstract
Background Drug metabolism genes are involved in the in vivo metabolic processing of drugs. In previous research, we found that a high-fat diet affected the transcript levels of mouse hepatic genes responsible for drug metabolism. Aims Our research intends to discover the drug metabolism genes that are dysregulated at the transcriptome level in nonalcoholic fatty liver disease (NAFLD). Methods We analyzed the transcriptome for drug metabolism genes of 35 human liver tissues obtained during laparoscopic cholecystectomy. Additionally, we imported transcriptome data from mice fed a high-fat diet in previous research and two open-access Gene Expression Omnibus (GEO) datasets (GSE63067 and GSE89632). Then, using quantitative real-time polymerase chain reaction (qRT-PCR), we cross-linked the differentially expressed genes (DEGs) in clinical and animal samples and validated the common genes. Results In this study, we identified 35 DEGs, of which 33 were up-regulated and two were down-regulated. Moreover, we found 71 DEGs (39 up- and 32 down-regulated), 276 DEGs (157 up- and 119 down-regulated), and 158 DEGs (117 up- and 41 down-regulated) in the GSE63067, GSE89632, and high-fat diet mice, respectively. Of the 35 DEGs, nine co-regulated DEGs were found in the Venn diagram (CYP20A1, CYP2U1, SLC9A6, SLC26A6, SLC31A1, SLC46A1, SLC46A3, SULT1B1, and UGT2A3). Conclusion Nine significant drug metabolism genes were identified in NAFLD. Future research should investigate the impacts of these genes on drug dose adjustment in patients with NAFLD. Clinical Trial Registration http://www.chictr.org.cn, identifier ChiCTR2100041714.
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Affiliation(s)
- Li Chen
- Department of Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Lu Chen
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Xu Li
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Lin Qin
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Yan Zhu
- Department of Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Qianru Zhang
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Daopeng Tan
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Yuqi He
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Yu-He Wang
- Department of Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- The Key Laboratory of the Ministry of Education of the Basic Pharmacology, School of Pharmacy, Zunyi Medical University, Zunyi, China
- The Joint International Research Laboratory of Ethnomedicine of the Ministry of Education, School of Pharmacy, Zunyi Medical University, Zunyi, China
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Hao S, Ming L, Li Y, Lv H, Li L, Jambal T, Ji R. Modulatory effect of camel milk on intestinal microbiota of mice with non-alcoholic fatty liver disease. Front Nutr 2022; 9:1072133. [PMID: 36532537 PMCID: PMC9751322 DOI: 10.3389/fnut.2022.1072133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/17/2022] [Indexed: 08/08/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a common metabolic disease of life, usually caused by unhealthy diet and lifestyle. Compared to normal individuals, the structure of the intestinal flora of NAFLD patients is altered accordingly. This study investigates the effect of camel milk on the regulation of intestinal flora structure in mice with high-fat diet-induced NAFLD. NAFLD model was established by feeding C57BL/6J mice a high-fat diet for 12 weeks, meanwhile camel milk (3.0 g/kg/d), cow milk (3.0 g/kg/d), and silymarin (200 mg/kg/d) were administered by gavage, respectively. Food intake and changes of physiological indexes in mice were observed and recorded. The 16S rRNA gene V3-V4 region was sequenced and the intestinal flora diversity and gene function were predicted in the colon contents of mice from different group. The results showed that camel milk enhanced glucolipid metabolism by downregulate the levels of blood glucose and triglyceride (TG) in serum, reduced lipid accumulation by downregulate the level of TG in the liver and improved liver tissue structure in NAFLD mice (p < 0.05). Meanwhile, camel milk had a positive modulatory effect on the intestinal flora of NAFLD mice, increasing the relative abundance of beneficial bacteria and decreasing the relative abundance of harmful bacteria in the intestinal flora of NAFLD mice, and silymarin had a similar modulatory effect. At the genus level, camel milk increased the relative abundance of Bacteroides, norank_f_Muribaculaceae and Alloprevotella and decreased the relative abundance of Dubosiella and Coriobacteriaceae_UCG-002 (p < 0.05). Camel milk also enhanced Carbohydrate metabolism, Amino acid metabolism, Energy metabolism, Metabolism of cofactors and vitamins and Lipid metabolism in NAFLD mice, thus reducing the degree of hepatic lipid accumulation in NAFLD mice and maintaining the normal structure of the liver. In conclusion, camel milk can improve the structure and diversity of intestinal flora and enhance the levels of substance and energy metabolism in NAFLD mice, which has a positive effect on alleviating NAFLD and improving the structure of intestinal flora.
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Affiliation(s)
- Shiqi Hao
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
| | - Liang Ming
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
| | - Yafei Li
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
| | - Haodi Lv
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
| | - Lin Li
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
| | - Tuyatsetseg Jambal
- China-Mongolia Joint Laboratory for Biomacromolecule Research, Ulaanbaatar, Mongolia
| | - Rimutu Ji
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot, China
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Chen Y, Lu S, Zhang Y, Chen B, Zhou H, Jiang H. Examination of the emerging role of transporters in the assessment of nephrotoxicity. Expert Opin Drug Metab Toxicol 2022; 18:787-804. [PMID: 36420583 DOI: 10.1080/17425255.2022.2151892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The kidney is vulnerable to various injuries based on its function in the elimination of many xenobiotics, endogenous substances and metabolites. Since transporters are critical for the renal elimination of those substances, it is urgent to understand the emerging role of transporters in nephrotoxicity. AREAS COVERED This review summarizes the contribution of major renal transporters to nephrotoxicity induced by some drugs or toxins; addresses the role of transporter-mediated endogenous metabolic disturbances in nephrotoxicity; and discusses the advantages and disadvantages of in vitro models based on transporter expression and function. EXPERT OPINION Due to the crucial role of transporters in the renal disposition of xenobiotics and endogenous substances, it is necessary to further elucidate their renal transport mechanisms and pay more attention to the underlying relationship between the transport of endogenous substances and nephrotoxicity. Considering the species differences in the expression and function of transporters, and the low expression of transporters in general cell models, in vitro humanized models, such as humanized 3D organoids, shows significant promise in nephrotoxicity prediction and mechanism study.
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Affiliation(s)
- Yujia Chen
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China
| | - Shuanghui Lu
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China
| | - Yingqiong Zhang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China.,Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Binxin Chen
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China
| | - Hui Zhou
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China.,Jinhua Institute of Zhejiang University, Jinhua, P.R. China
| | - Huidi Jiang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P.R. China.,Jinhua Institute of Zhejiang University, Jinhua, P.R. China
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Jilek JL, Frost KL, Marie S, Myers CM, Goedken M, Wright SH, Cherrington NJ. Attenuated Ochratoxin A Transporter Expression in a Mouse Model of Nonalcoholic Steatohepatitis Protects against Proximal Convoluted Tubule Toxicity. Drug Metab Dispos 2022; 50:1389-1395. [PMID: 34921099 PMCID: PMC9513848 DOI: 10.1124/dmd.121.000451] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 12/16/2021] [Indexed: 12/16/2022] Open
Abstract
Ochratoxin A (OTA) is an abundant mycotoxin, yet the toxicological impact of its disposition is not well studied. OTA is an organic anion transporter (OAT) substrate primarily excreted in urine despite a long half-life and extensive protein binding. Altered renal transporter expression during disease, including nonalcoholic steatohepatitis (NASH), may influence response to OTA exposure, but the impact of NASH on OTA toxicokinetics, tissue distribution, and associated nephrotoxicity is unknown. By inducing NASH in fast food-dieted/thioacetamide-exposed mice, we evaluated the effect of NASH on a bolus OTA exposure (12.5 mg/kg by mouth) after 3 days. NASH mice presented with less gross toxicity (44% less body weight loss), and kidney and liver weights of NASH mice were 11% and 24% higher, respectively, than healthy mice. Organ and body weight changes coincided with reduced renal proximal tubule cells vacuolation, degeneration, and necrosis, though no OTA-induced hepatic lesions were found. OTA systemic exposure in NASH mice increased modestly from 5.65 ± 1.10 to 7.95 ± 0.61 mg*h/ml per kg BW, and renal excretion increased robustly from 5.55% ± 0.37% to 13.11% ± 3.10%, relative to healthy mice. Total urinary excretion of OTA increased from 24.41 ± 1.74 to 40.07 ± 9.19 µg in NASH mice, and kidney-bound OTA decreased by ∼30%. Renal OAT isoform expression (OAT1-5) in NASH mice decreased by ∼50% with reduced OTA uptake by proximal convoluted cells. These data suggest that NASH-induced OAT transporter reductions attenuate renal secretion and reabsorption of OTA, increasing OTA urinary excretion and reducing renal exposure, thereby reducing nephrotoxicity in NASH. SIGNIFICANCE STATEMENT: These data suggest a disease-mediated transporter mechanism of altered tissue-specific toxicity after mycotoxin exposure, despite minimal systemic changes to ochratoxin A (OTA) concentrations. Further studies are warranted to evaluate the clinical relevance of this functional model and the potential effect of human nonalcoholic steatohepatitis on OTA and other organic anion substrate toxicity.
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Affiliation(s)
- Joseph L Jilek
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Kayla L Frost
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Solène Marie
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Cassandra M Myers
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Michael Goedken
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Stephen H Wright
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
| | - Nathan J Cherrington
- Department of Pharmacology and Toxicology, University of Arizona, College of Pharmacy, Tucson, Arizona (J.L.J., K.L.F., S.M., C.M.M., N.J.C.); Rutgers Translational Sciences, Rutgers University, Piscataway, New Jersey (M.G.); and Department of Physiology, University of Arizona, College of Medicine, Tucson, Arizona (S.H.W.)
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Frost KL, Jilek JL, Thompson AD, Klein RR, Sinari S, Torabzedehkorasani E, Billheimer DD, Schnellmann RG, Cherrington NJ. Increased Renal Expression of Complement Components in Patients With Liver Diseases: Nonalcoholic Steatohepatitis, Alcohol-Associated, Viral Hepatitis, and Alcohol-Viral Combination. Toxicol Sci 2022; 189:62-72. [PMID: 35789393 PMCID: PMC9801707 DOI: 10.1093/toxsci/kfac070] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Inflammatory liver diseases, including nonalcoholic steatohepatitis (NASH), alcohol-associated liver disease (ALD), hepatitis C virus (HCV), and ALD/HCV, account for nearly 2 million deaths annually. Despite increasing evidence that liver dysfunction impacts renal physiology, there is limited supportive clinical information, due to limited diagnosis of liver disease, complexity in liver disease etiology, and inadequacy of renal function tests. Human kidney biopsies with liver and renal pathology were obtained from patients with nonalcoholic fatty liver disease (NAFLD), NASH, ALD, HCV, and ALD/HCV (n = 5-7). Each liver disease showed renal pathology with at least 50% interstitial nephritis, 50% interstitial fibrosis, and renal dysfunction by estimated glomerular filtration rate (NAFLD 36.7 ± 21.4; NASH 32.7 ± 15.0; ALD 16.0 ± 11.0; HCV 27.6 ± 11.5; ALD/HCV 21.0 ± 11.2 ml/min/1.73 m2). Transcriptomic analysis identified 55 genes with expression changes in a conserved direction in response to liver disease. Considering association with immune regulation, protein levels of alpha-2-macroglobulin, clusterin, complement C1q C chain (C1QC), CD163, and joining chain of multimeric IgA and IgM (JCHAIN) were further quantified by LC-MS/MS. C1QC demonstrated an increase in NASH, ALD, HCV, and ALD/HCV (42.9 ± 16.6; 38.8 ± 18.4; 39.0 ± 13.5; 40.1 ± 20.1 pmol/mg protein) relative to control (19.2 ± 10.4 pmol/mg protein; p ≤ 0.08). Renal expression changes identified in inflammatory liver diseases with interstitial pathology suggest the pathogenesis of liver associated renal dysfunction. This unique cohort overcomes diagnostic discrepancies and sample availability to provide insight for mechanistic investigations on the impact of liver dysfunction on renal physiology.
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Affiliation(s)
- Kayla L Frost
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona 85721, USA
| | - Joseph L Jilek
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona 85721, USA
| | - Austin D Thompson
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona 85721, USA
| | - Robert R Klein
- Department of Pathology, Banner University Medical Center, Tucson, Arizona 85721, USA
| | - Shripad Sinari
- The University of Arizona Center for Biomedical Informatics & Biostatistics, University of Arizona, Tucson, Arizona 85721, USA
| | - Elmira Torabzedehkorasani
- The University of Arizona Center for Biomedical Informatics & Biostatistics, University of Arizona, Tucson, Arizona 85721, USA
| | - Dean D Billheimer
- The University of Arizona Center for Biomedical Informatics & Biostatistics, University of Arizona, Tucson, Arizona 85721, USA
| | - Rick G Schnellmann
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona 85721, USA
| | - Nathan J Cherrington
- To whom correspondence should be addressed at Department of Pharmacology & Toxicology, 1College of Pharmacy, Department of Pharmacology & Toxicology, University of Arizona, 1295 N Martin Avenue, Tucson, AZ 85721, USA. E-mail:
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