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1.
Nat Biotechnol ; 28(5): 446-54, 2010 May.
Article in English | MEDLINE | ID: mdl-20458314

ABSTRACT

Application of any new biomarker to support safety-related decisions during regulated phases of drug development requires provision of a substantial data set that critically assesses analytical and biological performance of that biomarker. Such an approach enables stakeholders from industry and regulatory bodies to objectively evaluate whether superior standards of performance have been met and whether specific claims of fit-for-purpose use are supported. It is therefore important during the biomarker evaluation process that stakeholders seek agreement on which critical experiments are needed to test that a biomarker meets specific performance claims, how new biomarker and traditional comparators will be measured and how the resulting data will be merged, analyzed and interpreted.


Subject(s)
Biomarkers , Drug Discovery , Pharmaceutical Preparations , Animals , Drug Discovery/legislation & jurisprudence , Drug Discovery/methods , Drug-Related Side Effects and Adverse Reactions , Humans , Pharmaceutical Preparations/standards
2.
Nat Biotechnol ; 28(5): 455-62, 2010 May.
Article in English | MEDLINE | ID: mdl-20458315

ABSTRACT

The first formal qualification of safety biomarkers for regulatory decision making marks a milestone in the application of biomarkers to drug development. Following submission of drug toxicity studies and analyses of biomarker performance to the Food and Drug Administration (FDA) and European Medicines Agency (EMEA) by the Predictive Safety Testing Consortium's (PSTC) Nephrotoxicity Working Group, seven renal safety biomarkers have been qualified for limited use in nonclinical and clinical drug development to help guide safety assessments. This was a pilot process, and the experience gained will both facilitate better understanding of how the qualification process will probably evolve and clarify the minimal requirements necessary to evaluate the performance of biomarkers of organ injury within specific contexts.


Subject(s)
Biomarkers, Pharmacological , Drug Approval/legislation & jurisprudence , Kidney , Animals , Drug-Related Side Effects and Adverse Reactions , Europe , Humans , Kidney/drug effects , Kidney/injuries , Pharmaceutical Preparations/standards , United States , United States Food and Drug Administration
3.
Nat Biotechnol ; 28(5): 463-9, 2010 May.
Article in English | MEDLINE | ID: mdl-20458316

ABSTRACT

Earlier and more reliable detection of drug-induced kidney injury would improve clinical care and help to streamline drug-development. As the current standards to monitor renal function, such as blood urea nitrogen (BUN) or serum creatinine (SCr), are late indicators of kidney injury, we conducted ten nonclinical studies to rigorously assess the potential of four previously described nephrotoxicity markers to detect drug-induced kidney and liver injury. Whereas urinary clusterin outperformed BUN and SCr for detecting proximal tubular injury, urinary total protein, cystatin C and beta2-microglobulin showed a better diagnostic performance than BUN and SCr for detecting glomerular injury. Gene and protein expression analysis, in-situ hybridization and immunohistochemistry provide mechanistic evidence to support the use of these four markers for detecting kidney injury to guide regulatory decision making in drug development. The recognition of the qualification of these biomarkers by the EMEA and FDA will significantly enhance renal safety monitoring.


Subject(s)
Biomarkers, Pharmacological/urine , Clusterin/urine , Cystatin C/urine , Kidney Function Tests/methods , beta 2-Microglobulin/urine , Animals , Biomarkers, Pharmacological/metabolism , Chi-Square Distribution , Clusterin/genetics , Clusterin/metabolism , Creatinine/blood , Creatinine/metabolism , Cystatin C/genetics , Cystatin C/metabolism , Gene Expression Profiling , Histocytochemistry , Kidney/chemistry , Kidney/drug effects , Kidney/injuries , Kidney/pathology , Kidney Diseases/diagnosis , Kidney Diseases/pathology , Kidney Glomerulus/pathology , Kidney Tubules, Proximal/pathology , Male , Prognosis , Proteinuria/urine , ROC Curve , Rats , Rats, Wistar , Reproducibility of Results , beta 2-Microglobulin/genetics , beta 2-Microglobulin/metabolism
4.
Nat Biotechnol ; 28(5): 478-85, 2010 May.
Article in English | MEDLINE | ID: mdl-20458318

ABSTRACT

Kidney toxicity accounts both for the failure of many drug candidates as well as considerable patient morbidity. Whereas histopathology remains the gold standard for nephrotoxicity in animal systems, serum creatinine (SCr) and blood urea nitrogen (BUN) are the primary options for monitoring kidney dysfunction in humans. The transmembrane tubular protein kidney injury molecule-1 (Kim-1) was previously reported to be markedly induced in response to renal injury. Owing to the poor sensitivity and specificity of SCr and BUN, we used rat toxicology studies to compare the diagnostic performance of urinary Kim-1 to BUN, SCr and urinary N-acetyl-beta-D-glucosaminidase (NAG) as predictors of kidney tubular damage scored by histopathology. Kim-1 outperforms SCr, BUN and urinary NAG in multiple rat models of kidney injury. Urinary Kim-1 measurements may facilitate sensitive, specific and accurate prediction of human nephrotoxicity in preclinical drug screens. This should enable early identification and elimination of compounds that are potentially nephrotoxic.


Subject(s)
Biomarkers, Pharmacological/urine , Cell Adhesion Molecules/urine , Kidney Function Tests/methods , Kidney , Acetylglucosaminidase/urine , Animals , Biomarkers, Pharmacological/metabolism , Blood Urea Nitrogen , Cell Adhesion Molecules/genetics , Cell Adhesion Molecules/metabolism , Cisplatin/toxicity , Creatinine/blood , Cyclosporine/toxicity , Drug Evaluation, Preclinical , Drug-Related Side Effects and Adverse Reactions , Gentamicins/toxicity , Histocytochemistry , Kidney/drug effects , Kidney/injuries , Kidney Function Tests/standards , Male , Oligonucleotide Array Sequence Analysis , ROC Curve , Rats , Rats, Sprague-Dawley , Rats, Wistar , Reperfusion Injury , Thioacetamide/toxicity
5.
Nat Biotechnol ; 28(5): 486-94, 2010 May.
Article in English | MEDLINE | ID: mdl-20458319

ABSTRACT

The Predictive Safety Testing Consortium's first regulatory submission to qualify kidney safety biomarkers revealed two deficiencies. To address the need for biomarkers that monitor recovery from agent-induced renal damage, we scored changes in the levels of urinary biomarkers in rats during recovery from renal injury induced by exposure to carbapenem A or gentamicin. All biomarkers responded to histologic tubular toxicities to varied degrees and with different kinetics. After a recovery period, all biomarkers returned to levels approaching those observed in uninjured animals. We next addressed the need for a serum biomarker that reflects general kidney function regardless of the exact site of renal injury. Our assay for serum cystatin C is more sensitive and specific than serum creatinine (SCr) or blood urea nitrogen (BUN) in monitoring generalized renal function after exposure of rats to eight nephrotoxicants and two hepatotoxicants. This sensitive serum biomarker will enable testing of renal function in animal studies that do not involve urine collection.


Subject(s)
Biomarkers, Pharmacological , Cystatin C/blood , Kidney Diseases/diagnosis , Kidney Function Tests/methods , Animals , Biomarkers, Pharmacological/blood , Biomarkers, Pharmacological/metabolism , Biomarkers, Pharmacological/urine , Blood Urea Nitrogen , Carbapenems/toxicity , Creatinine/blood , Drug-Related Side Effects and Adverse Reactions , Female , Gentamicins/toxicity , Kidney/drug effects , Kidney/metabolism , Male , ROC Curve , Rats , Rats, Sprague-Dawley , Rats, Wistar
6.
Pharm Res ; 22(10): 1597-613, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16086225

ABSTRACT

PURPOSE: The aim of this study is to test the predictive power of in vivo multiorgan RNA expression profiling in identifying the biologic activity of molecules. METHODS: Animals were treated with compound A or B. At the end of the treatment period, in vivo multiorgan microarray-based gene expression data were collected. Investigators masked to the identity of the compounds analyzed the transcriptome signatures to define the molecular pathways affected by treatment and to hypothesize the biologic activity and potential therapeutic indications of the blinded compounds. RESULTS: For compound A, G-protein-coupled receptors and factors associated with cell growth were affected-growth hormone/insulin-like growth factor-1, glucagon/insulin axes, and general somatomedin-like activity. Deblinding showed the compound to be a somatostatin analog, SOM230, confirming the accuracy of the predicted biologic activity. For compound B, components of the inflammatory cascade potentially mediated by lipopolysaccharide, tumor necrosis factor, or proinflammatory cytokines were affected. The gene expression signatures were most consistent with an interleukin-6 family activity. Deblinding revealed that compound B was leukemia inhibitory factor. CONCLUSIONS: VeloceGenomics is a strategy of coupling in vivo compound testing with genomic technologies. The process enables prediction of the mechanism of action and, coupled with other relevant data, prediction of the suitability of compounds for advancement in the drug development process.


Subject(s)
Drug Design , Pharmacogenetics/methods , Proteins/physiology , Animals , Female , Gene Expression/drug effects , Interleukin-6/pharmacology , Leukemia Inhibitory Factor , Macaca fascicularis , Male , Predictive Value of Tests , Protein Array Analysis , Proteins/genetics , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Somatostatin/analogs & derivatives , Somatostatin/pharmacology , Structure-Activity Relationship
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