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Sinha SK, Mellody M, Carpio MB, Damoiseaux R, Nicholas SB. Osteopontin as a Biomarker in Chronic Kidney Disease. Biomedicines 2023; 11:1356. [PMID: 37239027 PMCID: PMC10216241 DOI: 10.3390/biomedicines11051356] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/27/2023] [Accepted: 04/28/2023] [Indexed: 05/28/2023] Open
Abstract
Osteopontin (OPN) is a ubiquitously expressed protein with a wide range of physiological functions, including roles in bone mineralization, immune regulation, and wound healing. OPN has been implicated in the pathogenesis of several forms of chronic kidney disease (CKD) where it promotes inflammation and fibrosis and regulates calcium and phosphate metabolism. OPN expression is increased in the kidneys, blood, and urine of patients with CKD, particularly in those with diabetic kidney disease and glomerulonephritis. The full-length OPN protein is cleaved by various proteases, including thrombin, matrix metalloproteinase (MMP)-3, MMP-7, cathepsin-D, and plasmin, producing N-terminal OPN (ntOPN), which may have more detrimental effects in CKD. Studies suggest that OPN may serve as a biomarker in CKD, and while more research is needed to fully evaluate and validate OPN and ntOPN as CKD biomarkers, the available evidence suggests that they are promising candidates for further investigation. Targeting OPN may be a potential treatment strategy. Several studies show that inhibition of OPN expression or activity can attenuate kidney injury and improve kidney function. In addition to its effects on kidney function, OPN has been linked to cardiovascular disease, which is a major cause of morbidity and mortality in patients with CKD.
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Affiliation(s)
- Satyesh K. Sinha
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
- Division of Endocrinology, Molecular Medicine and Metabolism, Charles R. Drew University of Science and Medicine, Los Angeles, CA 90059, USA
| | - Michael Mellody
- Department of Bioengineering, Henry Samueli School of Engineering, University of California, Los Angeles, CA 90095, USA;
| | - Maria Beatriz Carpio
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
| | - Robert Damoiseaux
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
| | - Susanne B. Nicholas
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
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Adedeji AO, Sonee M, Chen Y, Lynch K, Peron K, King N, McDuffie JE, Vinken P. Evaluation of Novel Urinary Biomarkers in Beagle Dogs With Amphotericin B-Induced Kidney Injury. Int J Toxicol 2022; 42:146-155. [PMID: 36427267 PMCID: PMC9975886 DOI: 10.1177/10915818221142542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Next-generation urinary protein biomarkers have been qualified to enable monitoring for drug-induced kidney injury in toxicology studies conducted in rats. However, there is limited literature on the utility of these biomarkers in dogs. To add to the existing body of knowledge on the utility of the next-generation drug-induced kidney injury (DIKI) biomarkers, we evaluated the value of these biomarkers for the early detection of DIKI in Beagle dogs using a differentiated nephrotoxicant, Amphotericin B (AmpB). In dogs with AmpB-induced kidney injury, we monitored the response of urinary albumin, total protein, clusterin, kidney injury molecule 1, neutrophil gelatinase-associated lipocalin and N-acetyl-beta-D-glucosaminidase. We also measured blood urea nitrogen, serum creatinine and cystatin C. The results showed that urinary clusterin (up to ∼ 112x) was much more sensitive to AmpB-induced kidney injury relative to other biomarkers. Moreover, other than urinary clusterin and to a much lesser extent urinary albumin and total protein, none of the other biomarkers analyzed in this study were more sensitive than blood urea nitrogen and serum creatinine. The AmpB related tubular alterations were characterized by minimal to mild, multifocal necrosis, degeneration, regeneration, dilatation and mineralization. The mild nature of these histopathologic findings further attested to the sensitivity of urinary clusterin to AmpB-induced kidney injury in dogs. These results will help drug developers make informed decisions when selecting urinary biomarkers for monitoring DIKI in dogs for toxicology studies.
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Affiliation(s)
- Adeyemi O. Adedeji
- Genentech, A Member of the Roche Group, South San Francisco, CA, USA,Adeyemi O. Adedeji, Safety Assessment, Genentech, 1 DNA Way, South San Francisco, CA 94080, USA.
| | - Manisha Sonee
- Nonclinical Safety, Bristol Myers Squibb, New Brunswick, NJ, USA
| | - Yafei Chen
- Toxicology, Altasciences, Columbia, MO, USA
| | - Karen Lynch
- Nonclinical Safety, GlaxoSmithKline, CollegevilleUniversity, PA, USA
| | | | | | - James E. McDuffie
- Investigative Toxicology, Neurocrine Biosciences, Inc, San Diego, CA, USA
| | - Petra Vinken
- Preclinical Sciences and Translational Safety, Janssen Research & Development, a division of Janssen Pharmaceutica NV, Beerse, Belgium
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3
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Siska W, Schultze AE, Ennulat D, Biddle K, Logan M, Adedeji AO, Arndt T, Aulbach A. Scientific and Regulatory Policy Committee Points to Consider: Integration of Clinical Pathology Data With Anatomic Pathology Data in Nonclinical Toxicology Studies. Vet Clin Pathol 2022; 51:311-329. [PMID: 35975895 DOI: 10.1111/vcp.13167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 05/13/2022] [Indexed: 11/29/2022]
Abstract
Integrating clinical pathology data with anatomic pathology data is a common practice when reporting findings in the context of nonclinical toxicity studies and aids in understanding and communicating the nonclinical safety profile of test articles in development. Appropriate pathology data integration requires knowledge of analyte and tissue biology, species differences, methods of specimen acquisition and analysis, study procedures, and an understanding of the potential causes and effects of a variety of pathophysiologic processes. Neglecting these factors can lead to inappropriate data integration or a missed opportunity to enhance understanding and communication of observed changes. In such cases, nonclinical safety information relevant to human safety risk assessment may be misrepresented or misunderstood. This "Points to Consider" manuscript presents general concepts regarding pathology data integration in nonclinical studies, considerations for avoiding potential oversights and errors in data integration, and focused discussion on topics relevant to data integration for several key organ systems, including liver, kidney, and cardiovascular systems.
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Affiliation(s)
| | | | | | | | | | | | - Tara Arndt
- Labcorp Drug Development, Madison, Wisconsin, USA
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4
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Siska W, Schultze AE, Ennulat D, Biddle K, Logan M, Adedeji AO, Arndt T, Aulbach AD. Scientific and Regulatory Policy Committee Points to Consider: Integration of Clinical Pathology Data With Anatomic Pathology Data in Nonclinical Toxicology Studies. Toxicol Pathol 2022; 50:808-826. [DOI: 10.1177/01926233221108887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This article is temporarily under embargo.
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Affiliation(s)
| | | | | | | | | | | | - Tara Arndt
- Labcorp Drug Development, Madison, Wisconsin, USA
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5
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Pal S, Rendedula D, Kumar Nagendla N, Kaliyaperumal M, Krishna Reddy Mudiam M, Mahmood Ansari K. Serum and urine metabolomics analysis reveals the role of altered metabolites in patulin-induced nephrotoxicity. Food Res Int 2022; 156:111177. [DOI: 10.1016/j.foodres.2022.111177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 11/16/2022]
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Gray EA, Patel SN, Doris PA, Hussain T. Combining Neprilysin Inhibitor With AT2R Agonist Is Superior to Combination With AT1R Blocker in Providing Reno-Protection in Obese Rats. Front Pharmacol 2022; 12:778953. [PMID: 35197849 PMCID: PMC8859315 DOI: 10.3389/fphar.2021.778953] [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: 09/17/2021] [Accepted: 12/08/2021] [Indexed: 11/23/2022] Open
Abstract
Clinical use of the combination therapy of the neprilysin inhibitor sacubitril and angiotensin II type 1 receptor blocker valsartan is known to be associated with albuminuria. Albuminuria is both a risk factor for and an indicator of kidney injury. Earlier work from our laboratory reported that the agonist of angiotensin II type 2 receptor Compound 21 (C21) prevents proteinuria, albuminuria, and is reno-protective in obese Zucker rats fed high salt diet (HSD). Thus, we hypothesized that sacubitril/C21 combination provides superior reno-protection compared to sacubitril/valsartan. Male obese Zucker rats 10–11 weeks old were treated daily with vehicle, sacubitril + C21, or sacubitril + valsartan while fed HSD for 16 days. HSD-feeding caused kidney dysfunction, evident by significant increases in urinary protein, osteopontin, and cystatin C. HSD-feeding lowered plasma cystatin C and creatinine concentrations suggestive of hyperfiltration, which was not affected by either treatment. Unlike sacubitril/valsartan, sacubitril/C21 treatment significantly decreases proteinuria, albuminuria, the expression of nephrin, and kidney weight, independent of hyperfiltration, compared with HSD alone. Moreover, sacubitril/valsartan therapy increased plasma renin and did not prevent HSD-induced increases in renal angiotensin II, while sacubitril/C21 completely prevented these changes. Together, this study suggests that sacubitril/C21 afforded superior reno-protection compared to sacubitril/valsartan therapy in high salt-fed obese Zucker rats.
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Affiliation(s)
- Elizabeth Alana Gray
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
| | - Sanket N. Patel
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
| | - Peter A. Doris
- The Brown Foundation Institute of Molecular Medicine Center for Human Genetics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Tahir Hussain
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
- *Correspondence: Tahir Hussain,
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Yang Y, Kowalkowski K, Ciurlionis R, Buck WR, Glaser KB, Albert DH, Blomme EAG. Identification of VEGF Signaling Inhibition-Induced Glomerular Injury in Rats through Site-Specific Urinary Biomarkers. Int J Mol Sci 2021; 22:ijms222312629. [PMID: 34884436 PMCID: PMC8657489 DOI: 10.3390/ijms222312629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 12/05/2022] Open
Abstract
Cancer therapies targeting the vascular endothelial growth factor (VEGF) signaling pathway can lead to renal damage by disrupting the glomerular ultrafiltration apparatus. The objective of the current study was to identify sensitive biomarkers for VEGF inhibition-induced glomerular changes in rats. Male Sprague-Dawley rats were administered an experimental VEGF receptor (VEGFR) inhibitor, ABT-123, for seven days to investigate the correlation of several biomarkers with microscopic and ultrastructural changes. Glomeruli obtained by laser capture microdissection were also subjected to gene expression analysis to investigate the underlying molecular events of VEGFR inhibition in glomerulus. ABT-123 induced characteristic glomerular ultrastructural changes in rats, including fusion of podocyte foot processes, the presence of subendothelial electron-dense deposits, and swelling and loss of fenestrations in glomerular endothelium. The subtle morphological changes cannot be detected with light microscopy or by changes in standard clinical chemistry and urinalysis. However, urinary albumin increased 44-fold as early as Day three. Urinary β2-microglobulin levels were also increased. Other urinary biomarkers that are typically associated with tubular injury were not significantly impacted. Such patterns in urinary biomarkers can provide valuable diagnostic insight to VEGF inhibition therapy-induced glomeruli injuries.
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Affiliation(s)
- Yi Yang
- Correspondence: ; Tel.: +1-847-937-8893
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Harjen HJ, Nicolaysen TV, Negard T, Lund H, Sævik BK, Anfinsen KP, Moldal ER, Zimmer KE, Rørtveit R. Serial serum creatinine, SDMA and urinary acute kidney injury biomarker measurements in dogs envenomated by the European adder (Vipera berus). BMC Vet Res 2021; 17:154. [PMID: 33845861 PMCID: PMC8042969 DOI: 10.1186/s12917-021-02851-8] [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: 12/17/2020] [Accepted: 03/25/2021] [Indexed: 01/10/2023] Open
Abstract
Background Acute kidney injury (AKI) is associated with high morbidity and mortality in dogs, but diagnosis may be impaired due the insensitivity of routine renal function biomarkers to detect earlier or milder forms of injury. Snake envenomation is one of several causes of AKI in dogs and humans. Dogs are commonly envenomated by the European adder (Vipera berus) between April and October each year, but few studies exist examining serial serum creatinine (sCr) and symmetric dimethylarginine (SDMA) measurements and AKI biomarkers in these dogs. Novel urinary biomarkers could improve clinical outcome by allowing earlier diagnosis of and intervention in AKI. The aim of this study was to assess the presence of AKI in dogs envenomated by V. berus at 12, 24 and 36 h after bite, as well as 14 days later, using sCr, SDMA and a panel of urinary AKI biomarkers normalised to urine creatinine (uCr), compared to a group of healthy control dogs. Results Thirty-five envenomated dogs and 35 control dogs were included. Serum creatinine did not exceed the upper reference limit at any time point in any dog after envenomation. Serum SDMA did not exceed 0.89 μmol/L in any dog. Compared to controls, urinary albumin/uCr, neutrophil gelatinase-associated lipocalin/uCr and monocyte chemotactic protein-1/uCr were significantly elevated 12 h (P < 0.0001, P < 0.0001, P = 0.01), 24 h (P < 0.001, P < 0.001, P = 0.002) and 36 h (P < 0.001, P < 0.001, P = 0.0008) after bite. Osteopontin/uCr was higher 24 and 36 h after bite (P < 0.0001), kidney injury molecule-1/uCr, interleukin-8/uCr and γ- glutamyl transferase/uCr were significantly higher 36 h after bite (P = 0.003, P = 0.0005, P = 0.001). Urinary cystatin C/uCr was not significantly different to controls at any timepoint. Biomarker/uCr ratios were not significantly different 14 days after envenomation compared to controls. Conclusion Urinary biomarker/Cr ratios are indicative of mild transient, non-azotaemic AKI in dogs envenomated by V. berus. Supplementary Information The online version contains supplementary material available at 10.1186/s12917-021-02851-8.
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Affiliation(s)
- Hannah J Harjen
- Faculty of Veterinary Medicine, Department of Companion Animal Clinical Sciences, Norwegian University of Life Sciences, Oslo, Norway.
| | - Tove V Nicolaysen
- Faculty of Veterinary Medicine, Department of Preclinical sciences and Pathology, Norwegian University of Life Sciences, Oslo, Norway
| | | | - Hege Lund
- Faculty of Veterinary Medicine, Department of Preclinical sciences and Pathology, Norwegian University of Life Sciences, Oslo, Norway
| | | | - Kristin P Anfinsen
- Faculty of Veterinary Medicine, Department of Companion Animal Clinical Sciences, Norwegian University of Life Sciences, Oslo, Norway
| | - Elena R Moldal
- Faculty of Veterinary Medicine, Department of Companion Animal Clinical Sciences, Norwegian University of Life Sciences, Oslo, Norway
| | - Karin E Zimmer
- Faculty of Veterinary Medicine, Department of Preclinical sciences and Pathology, Norwegian University of Life Sciences, Oslo, Norway
| | - Runa Rørtveit
- Faculty of Veterinary Medicine, Department of Preclinical sciences and Pathology, Norwegian University of Life Sciences, Oslo, Norway
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Obert LA, Elmore SA, Ennulat D, Frazier KS. A Review of Specific Biomarkers of Chronic Renal Injury and Their Potential Application in Nonclinical Safety Assessment Studies. Toxicol Pathol 2021; 49:996-1023. [PMID: 33576319 DOI: 10.1177/0192623320985045] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A host of novel renal biomarkers have been developed over the past few decades which have enhanced monitoring of renal disease and drug-induced kidney injury in both preclinical studies and in humans. Since chronic kidney disease (CKD) and acute kidney injury (AKI) share similar underlying mechanisms and the tubulointerstitial compartment has a functional role in the progression of CKD, urinary biomarkers of AKI may provide predictive information in chronic renal disease. Numerous studies have explored whether the recent AKI biomarkers could improve upon the standard clinical biomarkers, estimated glomerular filtration rate (eGFR), and urinary albumin to creatinine ratio, for predicting outcomes in CKD patients. This review is an introduction to alternative assays that can be utilized in chronic (>3 months duration) nonclinical safety studies to provide information on renal dysfunction and to demonstrate specific situations where these assays could be utilized in nonclinical drug development. Novel biomarkers such as symmetrical dimethyl arginine, dickkopf homolog 3, and cystatin C predict chronic renal injury in animals, act as surrogates for GFR, and may predict changes in GFR in patients over time, ultimately providing a bridge from preclinical to clinical renal monitoring.
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Affiliation(s)
- Leslie A Obert
- 549350GlaxoSmithKline (GSK), Nonclinical Safety, Collegeville, PA, USA
| | - Susan A Elmore
- Cellular and Molecular Pathology Branch, National Toxicology Program (NTP), 6857National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Daniela Ennulat
- 549350GlaxoSmithKline (GSK), Nonclinical Safety, Collegeville, PA, USA
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Gu YZ, Vlasakova K, Darbes J, Wang E, Ferraro J, Glaab WE, Sistare FD. Urine kidney safety biomarkers improve understanding of indirect intra-renal injury potential in dogs with a drug-induced prerenal azotemia. Toxicology 2020; 439:152462. [PMID: 32348786 DOI: 10.1016/j.tox.2020.152462] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/17/2020] [Accepted: 04/02/2020] [Indexed: 10/24/2022]
Abstract
Drug-induced kidney injury (DIKI) is a frequent occurrence in nonclinical drug development. It is well established that novel urine kidney safety biomarkers will outperform urea nitrogen (BUN) and serum creatinine (sCr) for monitoring direct drug injury to the kidney across numerous compounds spanning diverse mechanisms and efforts are underway for a formal regulatory clinical qualification. However, it remains unclear how these novel biomarkers will perform under prerenal azotemia when BUN and sCr are elevated but no intra-renal injury is suspected. This lack of knowledge is largely due to the dearth of such nonclinical animal models. We report here that treatment of dogs with a potent antihypertensive compound MK-5478 at a suprapharmacologic dose for up to 9 days results in the development of prerenal azotemia and, in some dogs, kidney toxicity through the dual sustained effects of MK-5478 as a nitric oxide donor and an angiotensin II receptor blocker (ARB). While conventional serum biomarkers BUN, and often sCr as well, were highly elevated in these dogs with or without kidney damage, urine kidney biomarkers clusterin (CLU) and neutrophil gelatinase-associated lipocalin (NGAL) showed increases only in dogs with kidney histopathologic changes following the sustained period of prerenal azotemia. Urine albumin (ALB) and total protein also tracked with kidney lesions but with less sensitivity. Thus, we present evidence for the first time that urine kidney safety biomarkers used together with BUN and sCr can distinguish intra-renal injury among dogs with prerenal azotemia while the conventional serum biomarkers alone are ambiguous, either being interpreted as false positives of kidney injury, or dismissed under circumstances as benign without appreciation for a threshold of impending injury.
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Affiliation(s)
- Yi-Zhong Gu
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA.
| | - Katerina Vlasakova
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA
| | | | - Erjia Wang
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA
| | - Jude Ferraro
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA
| | - Warren E Glaab
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA
| | - Frank D Sistare
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, PA, 19486, USA
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Levitsky J, Asrani SK, Abecassis M, Ruiz R, Jennings LW, Klintmalm G. External Validation of a Pretransplant Biomarker Model (REVERSE) Predictive of Renal Recovery After Liver Transplantation. Hepatology 2019; 70:1349-1359. [PMID: 31002431 DOI: 10.1002/hep.30667] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 04/07/2019] [Indexed: 12/17/2022]
Abstract
In patients with end-stage liver disease, the ability to predict recovery of renal function following liver transplantation (LT) remains elusive. However, several important clinical decisions depend on whether renal dysfunction is recoverable after LT. We used a cohort of patients undergoing LT to independently validate a published pre-LT model predictive of post-transplant renal recovery (Renal Recovery Assessment at Liver Transplant [REVERSE]: high osteopontin [OPN] and tissue inhibitor of metalloproteinases-1 [TIMP-1] levels, age < 57, no diabetes). Serum samples pre-LT and 4-12 weeks post-LT (n = 117) were analyzed for kidney injury proteins from three groups of recipients: (1) estimated glomerular filtration rate (eGFR) < 30 mL/minute/1.73 m2 prior to and after LT (irreversible acute kidney injury [AKI]), (2) eGFR < 30 mL/minute/1.73 m2 prior to LT and >50 mL/minute/1.73 m2 after LT (reversible AKI [rAKI]) (3) eGFR > 50 mL/minute/1.73 m2 prior to and after LT (no AKI). In patients with elevated pre-LT serum levels of OPN and TIMP-1, recovery of renal function correlated with decreases in the level of both proteins. At 4 weeks post-LT (n = 77 subset), the largest decline in OPN and TIMP-1 was seen in the rAKI group. Validation of the REVERSE model in this independent data set had high area under the curve (0.78) in predicting full post-LT renal recovery (sensitivity 0.86, specificity 0.6, positive predictive value 0.81, negative predictive value 0.69). Our eGFR findings were confirmed using measured GFR. Conclusion: The REVERSE model, derived from an initial training set combining plasma biomarkers and clinical characteristics, demonstrated excellent external validation performance characteristics in an independent patient cohort using serum samples. Among patients with kidney injury pre-LT, the predictive ability of this model may prove beneficial in clinical decision-making both prior to and following transplantation.
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Affiliation(s)
- Josh Levitsky
- Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | | | - Michael Abecassis
- Division of Transplant Surgery, Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
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Barnett LMA, Cummings BS. Nephrotoxicity and Renal Pathophysiology: A Contemporary Perspective. Toxicol Sci 2019; 164:379-390. [PMID: 29939355 DOI: 10.1093/toxsci/kfy159] [Citation(s) in RCA: 110] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The kidney consists of numerous cell types organized into the nephron, which is the basic functional unit of the kidney. Any stimuli that induce loss of these cells can induce kidney damage and renal failure. The cause of renal failure can be intrinsic or extrinsic. Extrinsic causes include cardiovascular disease, obesity, diabetes, sepsis, and lung and liver failure. Intrinsic causes include glomerular nephritis, polycystic kidney disease, renal fibrosis, tubular cell death, and stones. The kidney plays a prominent role in mediating the toxicity of numerous drugs, environmental pollutants and natural substances. Drugs known to be nephrotoxic include several cancer therapeutics, drugs of abuse, antibiotics, and radiocontrast agents. Environmental pollutants known to target the kidney include cadmium, mercury, arsenic, lead, trichloroethylene, bromate, brominated-flame retardants, diglycolic acid, and ethylene glycol. Natural nephrotoxicants include aristolochic acids and mycotoxins such as ochratoxin, fumonisin B1, and citrinin. There are several common characteristics between mechanisms of renal failure induced by nephrotoxicants and extrinsic causes. This common ground exists primarily due to similarities in the molecular mechanisms mediating renal cell death. This review summarizes the current state of the field of nephrotoxicity. It emphasizes integrating our understanding of nephrotoxicity with pathological-induced renal failure. Such approaches are needed to address major questions in the field, which include the diagnosis, prognosis and treatment of both acute and chronic renal failure, and the progression of acute kidney injury to chronic kidney disease.
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Affiliation(s)
| | - Brian S Cummings
- Interdisciplinary Toxicology Program.,Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, Georgia 30602
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Metabolomic analysis reveals a protective effect of Fu-Fang-Jin-Qian-Chao herbal granules on oxalate-induced kidney injury. Biosci Rep 2019; 39:BSR20181833. [PMID: 30737304 PMCID: PMC6386768 DOI: 10.1042/bsr20181833] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 01/31/2019] [Accepted: 02/07/2019] [Indexed: 02/07/2023] Open
Abstract
Nephrolithiasis is one of the world’s major public health burdens with a high incidence and a risk of persistent renal dysfunction. Fu-Fang-Jin-Qian-Chao granules (FFJQC), a traditional Chinese herb formula, is commonly used in treatment of nephrolithiasis. However, the therapeutic mechanism of FFJQC on kidney stone has still been a mystery. The objective of the present study is to explore the therapeutic mechanism of FFJQC on kidney injury and identify unique metabolomics patterns using a mouse model of kidney stone induced by a calcium oxalate (CaOx) deposition. Von Kossa staining and immuno-histopathological staining of osteopontin (OPN), cluster of differentiation 44 (CD44) and calbindin-D28k were conducted on renal sections. Biochemical analysis was performed on serum, urine, and kidney tissues. A metabolomics approach based on ultra-HPLC coupled with quadrupole-TOF-MS (UHPLC-Q-TOF/MS) was used for serum metabolic profiling. The immunohistopathological and biochemical analysis showed the therapeutic benefits of FFJQC. The expression levels of OPN and CD44 were decreased while calbindin-D28k increased after the CaOx injured mice were treated with FFJQC. In addition, total of 81 serum metabolites were identified to be associated with protective effects of FFJQC on CaOx crystal injured mice. Most of these metabolites were involved in purine, amino acid, membrane lipid and energy metabolism. Potential metabolite biomarkers were found for CaOx crystal-induced renal damage. Potential metabolite biomarkers of CaOx crystal-induced renal damage were found. FFJQC shows therapeutic benefits on CaOx crystal injured mice via regulation of multiple metabolic pathways including amino acids, purine, pyrimidine, glycerolipid, arachidonic acid (AA), sphingolipid, glycerophospholipid, and fatty acid.
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14
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Tengstrand E, Zhang H, Liu N, Dunn K, Hsieh F. A multiplexed UPLC-MS/MS assay for the simultaneous measurement of urinary safety biomarkers of drug-induced kidney injury and phospholipidosis. Toxicol Appl Pharmacol 2019; 366:54-63. [PMID: 30653977 DOI: 10.1016/j.taap.2019.01.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 12/07/2018] [Accepted: 01/13/2019] [Indexed: 11/27/2022]
Abstract
Drug-induced kidney injury (DIKI) is a major concern in drug risk assessment given its clinical importance and the absence of a sensitive/specific method of diagnosis. Pharmaceutical regulatory agencies have qualified and issued letters of support for new biomarkers to better evaluate DIKI in nonclinical toxicity and clinical studies. Additional efforts have focused on drug-induced phospholipidosis (DIPL) and its potential link with collateral renal damage. The combined use of urinary biomarkers is an efficient way to evaluate renal safety in nonclinical and clinical studies. Eight FDA/EMA/PMDA qualified (or supported) urinary biomarkers, including kidney injury molecule-1 (KIM-1), β2-microglobulin (B2M), clusterin (CLU), cystatin C (CysC), trefoil factor 3 (TFF3), neutrophil gelatinase-associated lipocalin (NGAL), osteopontin (OPN), and alpha-glutathione S-transferase (α-GST), were quantified by multiplex UPLC-MS/MS in a repeat dose study of gentamicin in rats. Rats administered gentamicin at 100 mg/kg/day for 2 weeks developed renal lesions detected by histopathology. Biomarkers of tubular damage (CLU, KIM-1, OPN) increased 9.8, 34.7, and 35.6-fold (relative to concurrent controls), respectively, after 2 weeks of dosing. Biomarkers of glomerular damage and/or impairment of tubular reabsorption (CysC, B2M) increased 11.7 and 22.6-fold. NGAL and α-GST increased <3-fold after 2 weeks of dosing. TFF3 was comparable to concurrent controls. The elevated biomarker concentrations met PSTC threshold criteria and were consistent with mechanisms of gentamicin nephrotoxicity. Increased urinary di-22:6-BMP indicated concomitant DIPL as confirmed by TEM. This work provides evidence supporting the combined use of the DIKI biomarker panel and di-22:6-BMP as a biomarker of DIPL in drug risk assessment.
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Affiliation(s)
| | - Hannah Zhang
- Nextcea Inc., 500 West Cummings Park #4550, Woburn, MA 01801, USA
| | - Nanjun Liu
- Nextcea Inc., 500 West Cummings Park #4550, Woburn, MA 01801, USA
| | - Kelly Dunn
- Nextcea Inc., 500 West Cummings Park #4550, Woburn, MA 01801, USA
| | - Frank Hsieh
- Nextcea Inc., 500 West Cummings Park #4550, Woburn, MA 01801, USA.
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15
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Poitout F, Colangelo JL, Lavallée S, Aulbach AD, Piché MS, Ennulat D, Ameri M, Boone LI. Current Practices and Challenges in Method Validation. Toxicol Pathol 2018; 46:847-856. [PMID: 30253718 DOI: 10.1177/0192623318801571] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Method validation is a cornerstone on which biomarker development and utilization rest. However, given the abundance of biomarker candidates that are being identified and characterized, validation of these entities for the use in nonclinical studies can be complex. The objective of this continuing education course was to review current practices and challenges encountered during the validation of methods for the analysis of novel biomarkers. Additionally, the importance of biological validation and correlation with pathology end points for biomarker candidates was discussed. This article is a summary of the materials presented at the 36th Annual Symposium of the Society of Toxicologic Pathology for a continuing education course titled "Current Practices and Challenges in Method Validation." The speakers were subject-matter experts in the validation of quantitative mass spectrometry, multiplex binding assays, biological biomarkers, and immunophenotyping and anatomic and clinical pathology considerations in biomarker qualification.
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Affiliation(s)
- Florence Poitout
- 1 Preclinical Services, Charles River Laboratories, Senneville, Quebec, Canada
| | | | - Simon Lavallée
- 1 Preclinical Services, Charles River Laboratories, Senneville, Quebec, Canada
| | | | - Marie-Soleil Piché
- 1 Preclinical Services, Charles River Laboratories, Senneville, Quebec, Canada
| | | | - Mehrdad Ameri
- 4 GlaxoSmithKline, King of Prussia, Pennsylvania, USA
| | - Laura I Boone
- 5 Covance Laboratories, Inc., Greenfield, Indiana, USA
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16
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Neely BA, Prager KC, Bland AM, Fontaine C, Gulland FM, Janech MG. Proteomic Analysis of Urine from California Sea Lions ( Zalophus californianus): A Resource for Urinary Biomarker Discovery. J Proteome Res 2018; 17:3281-3291. [PMID: 30113852 DOI: 10.1021/acs.jproteome.8b00416] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Urinary markers for the assessment of kidney diseases in wild animals are limited, in part, due to the lack of urinary proteome data, especially for marine mammals. One of the most prevalent kidney diseases in marine mammals is caused by Leptospira interrogans, which is the second most common etiology linked to stranding of California sea lions ( Zalophus californianus). Urine proteins from 11 sea lions with leptospirosis kidney disease and eight sea lions without leptospirosis or kidney disease were analyzed using shotgun proteomics. In total, 2694 protein groups were identified, and 316 were differentially abundant between groups. Major urine proteins in sea lions were similar to major urine proteins in dogs and humans except for the preponderance of resistin, lysozyme C, and PDZ domain containing 1, which appear to be over-represented. Previously reported urine protein markers of kidney injury in humans and animals were also identified. Notably, neutrophil gelatinase-associated lipocalin, osteopontin, and epidermal fatty acid binding protein were elevated over 20-fold in the leptospirosis-infected sea lions. Consistent with leptospirosis infection in rodents, urinary proteins associated with the renin-angiotensin system were depressed, including neprilysin. This study represents a foundation from which to explore the clinical use of urinary protein markers in California sea lions.
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Affiliation(s)
- Benjamin A Neely
- Marine Biochemical Sciences Group , National Institute of Standards and Technology , NIST Charleston , Charleston , South Carolina 29412 , United States
| | - Katherine C Prager
- Department of Ecology and Evolutionary Biology , University of California Los Angeles , Los Angeles , California 90095 , United States
| | - Alison M Bland
- Hollings Marine Laboratory , College of Charleston , Charleston , South Carolina 29412 , United States
| | - Christine Fontaine
- The Marine Mammal Center , 2000 Bunker Road , Sausalito , California 94965 , United States
| | - Frances M Gulland
- The Marine Mammal Center , 2000 Bunker Road , Sausalito , California 94965 , United States
| | - Michael G Janech
- Hollings Marine Laboratory , College of Charleston , Charleston , South Carolina 29412 , United States
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17
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Ennulat D, Ringenberg M, Frazier KS. Toxicologic Pathology Forum Opinion Paper*: Recommendations for a Tiered Approach to Nonclinical Mechanistic Nephrotoxicity Evaluation. Toxicol Pathol 2018; 46:636-646. [DOI: 10.1177/0192623318788302] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Nephrotoxicity is one of the more common causes of attrition in nonclinical drug development. Like most tissues, the kidney has a limited number of ways of responding to toxicological insults from diverse mechanistic pathways, which can limit the ability to determine mechanisms of renal injury using the assays routinely performed in preclinical toxicologic studies. In situations where the renal injury is unusual in morphology or if a therapeutic margin is low, additional investigative techniques may be needed to identify a potential mechanism of toxicity in order to inform clinical risk assessment or establish human relevance and translatability of the toxicity. While routine microscopic evaluation can suggest a specific pathogenesis, understanding the mechanism of renal injury often requires additional hypothesis-driven investigations and specialized techniques to obtain the data necessary to identify a nephrotoxic mechanism. Nonclinical mechanistic investigations can be resource-intensive and often yield limited new information. Although there are multiple avenues to investigate renal toxicity, no single mechanistic study or prescriptive battery of tests will identify the pathophysiologic basis for every potential mechanism of renal injury. To aid the nonclinical investigator, we outline a tiered approach for prioritizing investigations to provide a rational and linear road map for the exploration of mechanisms of drug-induced kidney injury. [Box: see text]
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18
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Gu YZ, Vlasakova K, Troth SP, Peiffer RL, Tournade H, Pasello Dos Santos FR, Glaab WE, Sistare FD. Performance Assessment of New Urinary Translational Safety Biomarkers of Drug-induced Renal Tubular Injury in Tenofovir-treated Cynomolgus Monkeys and Beagle Dogs. Toxicol Pathol 2018; 46:553-563. [PMID: 29807506 DOI: 10.1177/0192623318775023] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Newer urinary protein kidney safety biomarkers can outperform the conventional kidney functional biomarkers blood urea nitrogen (BUN) and serum creatinine (SCr) in rats. However, there is far less experience with the relative performance of these biomarkers in dogs and nonhuman primates. Here, we report urine protein biomarker performance in tenofovir-treated cynomolgus monkeys and beagle dogs. Tenofovir intravenous daily dosing in monkeys for 2 or 4 weeks at 30 mg/kg/day resulted in minimal to moderate tubular degeneration and regeneration, and tenofovir disoproxil fumarate oral dosing in dogs for 10 days at 45 mg/kg/day resulted in mild to marked tubular degeneration, necrosis, and regeneration. Among biomarkers tested, kidney injury molecule 1 (Kim-1) and clusterin (CLU) clearly outperformed BUN and SCr and were the most reliable in detecting the onset and progression of tenofovir-induced tubular injury. Cystatin C, retinol binding protein 4, β2-microglobulin, neutrophil gelatinase-associated lipocalin, albumin, and total protein also performed better than BUN and SCr and added value when considered together with Kim-1 and CLU. These findings demonstrate the promising utility of these urinary safety biomarkers in monkeys and dogs and support their further evaluation in human to improve early detection of renal tubular injury.
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Affiliation(s)
- Yi-Zhong Gu
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Katerina Vlasakova
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Sean P Troth
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Robert L Peiffer
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
| | | | | | - Warren E Glaab
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Frank D Sistare
- 1 Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania, USA
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19
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Uchino H, Fujishima J, Fukuoka K, Iwakiri T, Kamikuri A, Maeda H, Nakama K. Usefulness of urinary biomarkers for nephrotoxicity in cynomolgus monkeys treated with gentamicin, cisplatin, and puromycin aminonucleoside. J Toxicol Sci 2018; 42:629-640. [PMID: 28904298 DOI: 10.2131/jts.42.629] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
The objective of this study was to investigate the availability of novel urinary biomarkers (BMs) such as total protein, albumin, β2-microglobulin, clusterin, cystatin C, neutrophil gelatinase-associated lipocalin (NGAL) for the detection of acute nephrotoxicity in cynomolgus monkeys. Animals (total 9 males/3 groups) were administered gentamicin (GM) subcutaneously at 40 mg/kg for 7 days, cisplatin (CDDP) intravenously at 3 mg/kg once and puromycin aminonucleoside (PAN) intravenously at 20 mg/kg for 7 days. Two-hr urine on Days 0, 3, and 6, and 16-hr urine and blood on Days 1, 4, and 7 were collected. Novel urinary BMs and conventional clinical pathology parameters were evaluated in parallel to histopathological and electron microscopic examinations on the kidneys at termination. Urinary BMs and enzymes increased earlier than serum creatinine and blood urea nitrogen, particularly in 2-hr urine after dosing on Day 0, urinary albumin was increased in all groups and urinary NGAL with the highest magnitude of change rate among urinary BMs was observed in the GM and CDDP groups. Degeneration/necrosis and hyaline droplet of renal tubule, cellular cast and dilatation of renal tubule, and hypertrophy of podocytes were observed in the GEN, CDDP, and PAN groups, respectively. These results showed that the increases of urinary BMs reflected the agent-specific renal damages and these urinary BMs could be useful for the detection of segment-specific nephrotoxicity. Urinary albumin and NGAL are the most useful BMs to estimate glomerular and distal tubular damages, respectively, as well as proximal tubular damage in cynomolgus monkeys.
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Affiliation(s)
- Hiroshi Uchino
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories.,SNBL USA, Ltd., USA
| | - Junko Fujishima
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
| | - Kaori Fukuoka
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
| | - Teppei Iwakiri
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
| | - Akira Kamikuri
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
| | - Hidenori Maeda
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
| | - Kazuhiro Nakama
- Shin Nippon Biomedical Laboratories, Ltd., Drug Safety Research Laboratories
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20
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Chen Y, Dale Thurman J, Kinter LB, Bialecki R, Eric McDuffie J. Perspectives on using a multiplex human kidney safety biomarker panel to detect cisplatin-induced tubular toxicity in male and female Cynomolgus monkeys. Toxicol Appl Pharmacol 2017; 336:66-74. [PMID: 29051111 DOI: 10.1016/j.taap.2017.10.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 10/11/2017] [Accepted: 10/14/2017] [Indexed: 01/02/2023]
Abstract
Multiplex biomarker panel assays would enable early de-risking of discovery compound related kidney safety liabilities. The objective of this study was to evaluate the usefulness of the Myriad RBM Human KidneyMAP (Multi-Analyte Profile)® v.1.0 panel to detect experimental nephrotoxicity in Cynomolgus monkeys following a single intravenous administration of cisplatin (2.5mg/kg). Urine samples were collected at baseline on day -2; at approximately 4hr post-dose on day 1; and on days 4, 9, 15 and/or 20. Blood samples were collected at predose on day -2; at 4hr post-dose on day 1; and on days 2, 5, 10 and/or 21. Changes in toxicokinetic and biochemistry parameters in plasma, qualitative/quantitative urinalysis parameters, and urinary kidney safety biomarkers were assessed. Kidney tissues were collected on days 2, 5, 10 and 21 for routine microscopy. Cisplatin-induced tubular alterations were characterized by acute and progressive cortical tubular degeneration/necrosis, regeneration, tubular dilation and proteinaceous cast in the absence of statistically significant changes in traditional plasma biochemistry and urinalysis parameters. When normalized to urinary creatinine, cisplatin-induced significant increases in urinary levels of kidney injury molecule 1 (females on day 4), increases in calbindin D28k (males and females on day 4), decreases in Tamm-Horsfall glycoprotein (males on days 1, 4 and 9), and increases in clusterin (females and males on days 15 and 20, respectively), when compared to concurrent controls. This study revealed the usefulness of the Human KidneyMAP® multiplex panel when measuring changes in urine-based biomarkers to reliably detect cisplatin-induced acute/progressive cortical tubular injury in male and female Cynomolgus monkeys.
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Affiliation(s)
- Yafei Chen
- Mechanistic & Investigative Toxicology, Preclinical Development & Safety, Janssen Research & Development, L.L.C., San Diego, CA 92121, USA; Global Safety Assessment, AstraZeneca Research & Development, Waltham, MA 02451, USA
| | - J Dale Thurman
- Global Safety Assessment, AstraZeneca Research & Development, Waltham, MA 02451, USA; Global Pathology Services, 140 Indian Hannah Road, West Chester, PA 19382, USA
| | - Lewis B Kinter
- Global Safety Assessment, AstraZeneca Research & Development, Waltham, MA 02451, USA; Green Lawn Professional Scientific Consulting, P.O. Box 765, Unionville, PA 19375, USA
| | - Russell Bialecki
- Global Safety Assessment, AstraZeneca Research & Development, Waltham, MA 02451, USA; Stine-Haskell Research Center, DuPont Crop Protection, Newark, DE 19711, USA
| | - J Eric McDuffie
- Mechanistic & Investigative Toxicology, Preclinical Development & Safety, Janssen Research & Development, L.L.C., San Diego, CA 92121, USA.
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21
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Catić-Đorđević A, Cvetković T, Stefanović N, Veličković-Radovanović R. Current Biochemical Monitoring and Risk Management of Immunosuppressive Therapy after Transplantation. J Med Biochem 2017; 36:1-7. [PMID: 28680343 PMCID: PMC5471653 DOI: 10.1515/jomb-2016-0029] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Accepted: 10/28/2016] [Indexed: 12/20/2022] Open
Abstract
Immunosuppressive drugs play a crucial role in the inhibition of immune reaction and prevention of graft rejection aswell as in the pharmacotherapy of autoimmune disorders. Effective immunosuppression should provide an adequate safety profile and improve treatment outcomes and the patients' quality of life. High-risk transplant recipients may be identified, but a definitive prediction model has still not been recognized. Therapeutic drug monitoring (TDM) for immunosuppressive drugs is an essential, but at the same time insufficient tool due to low predictability of drug exposition and marked pharmacokinetic variability. Parallel therapeutic, biochemical and clinical monitoring may successfully optimize and individualize therapy for transplanted recipients, providing optimal medical outcomes. Modern pharmacotherapy management should include new biomarkers with better sensitivity and specificity that can identify early cell damage. The aim of this study was to point out the importance of finding new biomarkers that would enable early detection of adverse drug events and cell damage in organ transplant recipients. We wanted to confirm the importance of routine biochemical monitoring in improving the safety of immunosuppressive treatment.
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Affiliation(s)
| | - Tatjana Cvetković
- Faculty of Medicine, University of Niš, and Clinic of Nephrology, Clinical Center Niš, Niš, Serbia
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22
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Weber EJ, Himmelfarb J, Kelly EJ. Concise Review: Current and Emerging Biomarkers of Nephrotoxicity. CURRENT OPINION IN TOXICOLOGY 2017; 4:16-21. [PMID: 29057384 PMCID: PMC5647884 DOI: 10.1016/j.cotox.2017.03.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The kidney is a primary organ for filtration of the blood and elimination of drugs and xenobiotics. These active reabsorptive and secretory processes can result in acute kidney injury as a result of these concentrative properties. Classic measures of acute kidney injury are hampered by their ability to accurately assess function before irreversible damage has occurred. This review will discuss efforts to refine the clinical utility of standard biomarkers as well as the development of novel biomarkers of nephrotoxicity.
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Affiliation(s)
- Elijah J Weber
- Department of Pharmaceutics, University of Washington, Seattle, WA, 98195
| | | | - Edward J Kelly
- Department of Pharmaceutics, University of Washington, Seattle, WA, 98195
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23
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Qualification of safety biomarkers for use in drug development: What has been achieved and what is the path forward? CURRENT OPINION IN TOXICOLOGY 2017. [DOI: 10.1016/j.cotox.2017.06.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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24
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An M, Ni Y, Li X, Gao Y. Effects of arginine vasopressin on the urine proteome in rats. PeerJ 2017; 5:e3350. [PMID: 28560103 PMCID: PMC5444365 DOI: 10.7717/peerj.3350] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 04/24/2017] [Indexed: 12/14/2022] Open
Abstract
Biomarkers are the measurable changes associated with a physiological or pathophysiological process. The content of urine frequently changes because it is not controlled by homeostatic mechanisms, and these alterations can be a source of biomarkers. However, urine is affected by many factors. In this study, vasoconstrictor and antidiuretic arginine vasopressin (AVP) were infused into rats using an osmotic pump. The rats’ urinary proteome after one week of infusion was analyzed by label-free LC-MS/MS. A total of 408 proteins were identified; among these proteins, eight and 10 proteins had significantly altered expression in the low and high dose groups, respectively, compared with the control group using the one-way ANOVA analysis followed by post hoc analysis with the least significant difference (LSD) test or Dunnett’s T3 test. Three differential proteins were described in prior studies as related to AVP physiological processes, and nine differential proteins are known disease biomarkers. Sixteen of the 17 differential proteins have human orthologs. These results suggest that we should consider the effects of AVP on urinary proteins in future urinary disease biomarker researches. The study data provide clues regarding underlying mechanisms associated with AVP for future physiological researches on AVP. This study provide a sensitive changes associated with AVP. However, the limitation of this result is that the candidate biomarkers should be further verified and filtered. Large clinical samples must be examined to verify the differential proteins identified in this study before these proteins are used as biomarkers for pathological AVP increased diseases, such as syndrome of inappropriate antidiuretic hormone secretion (SIADH).
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Affiliation(s)
- Manxia An
- Department of Pathophysiology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Yanying Ni
- Department of Pathophysiology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Xundou Li
- Department of Pathophysiology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Youhe Gao
- Department of Pathophysiology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.,Department of Biochemistry and Molecular Biology, Beijing Normal University, Gene Engineering and Biotechnology Beijing Key Laboratory, Beijing, China
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25
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Burch PM, Glaab WE, Holder DJ, Phillips JA, Sauer JM, Walker EG. Net Reclassification Index and Integrated Discrimination Index Are Not Appropriate for Testing Whether a Biomarker Improves Predictive Performance. Toxicol Sci 2017; 156:11-13. [PMID: 27815493 PMCID: PMC5837334 DOI: 10.1093/toxsci/kfw225] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
One of the goals of the Critical Path Institute's Predictive Safety Testing Consortium (PSTC) is to promote best practices for evaluating novel markers of drug induced injury. This includes the use of sound statistical methods. For rat studies, these practices have centered around comparing the area under the receiver-operator characteristic curve for each novel injury biomarker to those for the standard markers. In addition, the PSTC has previously used the net reclassification index (NRI) and integrated discrimination index (IDI) to assess the increased certainty provided by each novel injury biomarker when added to the information already provided by the standard markers. Due to their relatively simple interpretations, NRI and IDI have generally been popular measures of predictive performance. However recent literature suggests that significance tests for NRI and IDI can have inflated false positive rates and thus, tests based on these metrics should not be relied upon. Instead, when parametric models are employed to assess the added predictive value of a new marker, following (Pepe, M. S., Kerr, K. F., Longton, G., and Wang, Z. (2013). Testing for improvement in prediction model performance. Stat. Med. 32, 1467-1482), the PSTC recommends that likelihood based methods be used for significance testing.
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Affiliation(s)
- Peter M. Burch
- Pfizer Inc. Worldwide Research & Discovery, Groton, CT 06340
| | | | | | | | - John-Michael Sauer
- Predictive Safety Testing Consortium, Critical Path Institute, Tucson, AZ 85718
| | - Elizabeth G. Walker
- Predictive Safety Testing Consortium, Critical Path Institute, Tucson, AZ 85718
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26
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McDuffie JE, Chen Y, Ma JY, Lee S, Lynch KM, Hamlin DM, Nguyen L, Rizzolio M, Sonee M, Snook S. Cisplatin nephrotoxicity in male beagle dogs: next-generation protein kidney safety biomarker tissue expression and related changes in urine. Toxicol Res (Camb) 2016; 5:1202-1215. [PMID: 30090426 DOI: 10.1039/c5tx00497g] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Accepted: 05/19/2016] [Indexed: 11/21/2022] Open
Abstract
This 10-day (D) study was conducted to evaluate changes in traditional and newer kidney safety biomarker expression levels in dogs. Animals received cisplatin (CDDP, 0.75 mg per kg per day) or 0.9% Saline (vehicle) for 5 days. Serum/urine samples were collected at various time points. Cage-side observations included emesis (D1-2/D4-D5/D7-9), absence of stool (D5-9/D11), soft stool (D4-7/D12), excessive salivation (D1/D3/D5-6), decreased food consumption (D5-8), decreased activity (D7-8) and/or dehydration (D7). Animals were necropsied when serum creatinine (sCr) levels measured at ≥1.9 mg dL-1, indicating significant loss of renal function; or at the end of the study (D11). When compared to controls, increases in BUN/sCr were detected on D3, D5 and/or D8. Increases in urinary total protein (Ur TP) were noted on D6. The moribund dog that was euthanized early on D7 showed insignificant increases in urinary osteopontin (Ur OPN), urinary neutrophil gelatinase-associated lipocalin (Ur NGAL), urinary clusterin (Ur CLU), sCr, serum cystatin C (sCYS C) and urinary cystatin C (Ur CYS C) on D5 when compared to controls. Insignificant increases in urinary albumin (Ur ALB) were observed from an animal that was euthanized on D7 and 1 : 2 surviving animals on D8 relative to baseline. From three dogs that were euthanized on D9, increases in Ur CLU, and/or sCYS C were noted on D8 relative to baseline. The two surviving dogs showed elevated Ur CLU and 1 : 2 surviving dogs showed elevated Ur CYS C. Decreased urinary kidney injury molecule 1 (Ur KIM-1) on D3/D5 was evident (versus baseline and controls). CDDP-induced cortico-medullary lesions were characterized as minimal to mild tubule degeneration/necrosis, dilatation, regeneration, cell alteration, intratubular casts, interstitial inflammation and vacuolization. Increased Ur OPN and Ur CLU correlated with enhanced OPN and CLU immunopositive staining in damaged cortical epithelium in the proximal tubules. Enhanced KIM-1 staining in damaged cortico-medullary tubular epithelium appeared in the absence of rises in Ur KIM-1. This study showed changes in kidney safety protein biomarkers associated with CDDP nephrotoxicity in dogs and possibly in humans.
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Affiliation(s)
- J E McDuffie
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - Y Chen
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - J Y Ma
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - S Lee
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - K M Lynch
- Department of Safety Assessment , GlaxoSmithKline , King of Prussia , PA , USA
| | - D M Hamlin
- Investigative Toxicology , Eli Lilly & Co. , Indianapolis , IN , USA
| | - L Nguyen
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - M Rizzolio
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
| | - M Sonee
- Discovery Sciences , Janssen Research & Development , L.L.C. , Spring House , PA , USA
| | - S Snook
- Discovery Sciences , Janssen Research & Development , L.L.C. , San Diego , CA , USA .
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