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Karlsson C, Greasley PJ, Gustafsson D, Wåhlander K. Development of Human Target Validation Classification that Predicts Future Clinical Efficacy. J Pharmacol Exp Ther 2018; 368:255-261. [PMID: 30482795 DOI: 10.1124/jpet.118.250894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 11/13/2018] [Indexed: 11/22/2022] Open
Abstract
Fewer new medicines have become available to patients during the last decades. Clinical efficacy failures in late-phase development have been identified as a common cause of this decline. Improved ways to ensure early selection of the right drug targets when it comes to efficacy is therefore a highly desirable goal. The aim of this work was to develop a strategy to facilitate selection of novel targets already in the discovery phase that later on in clinical development would demonstrate efficacy. A cross-functional team at AstraZeneca with extensive experience in drug discovery and development participated in several workshops to identify the critical elements that contribute to building human target validation [(HTV); the relevance of the target from a human perspective]. The elements were consolidated into a 10-point HTV classification system that was ranked from lowest to highest in terms of perceived impact on future clinical efficacy. Using 50 years of legacy research and development data, the ability of the 10-point HTV classification to predict future clinical efficacy was evaluated. Drug targets were classified as having low, medium, or high HTV at the time of candidate drug selection. Comparing this HTV classification with later clinical development efficacy data showed that HTV classification was highly predictive of future clinical efficacy success. This new strategy for HTV assessment provides a novel approach to early prediction of clinical efficacy and a better understanding of portfolio risk.
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Affiliation(s)
- Cecilia Karlsson
- Cardiovascular, Renal and Metabolism Translational Medicine Unit, Early Clinical Development, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden (C.K., P.J.G.); Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden (C.K.); Emeriti Pharma, AZ Bioventure Hub, Gothenburg, Sweden (D.G.); and KW Translational Medicine AB, Västra Frölunda, Sweden (K.W.)
| | - Peter J Greasley
- Cardiovascular, Renal and Metabolism Translational Medicine Unit, Early Clinical Development, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden (C.K., P.J.G.); Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden (C.K.); Emeriti Pharma, AZ Bioventure Hub, Gothenburg, Sweden (D.G.); and KW Translational Medicine AB, Västra Frölunda, Sweden (K.W.)
| | - David Gustafsson
- Cardiovascular, Renal and Metabolism Translational Medicine Unit, Early Clinical Development, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden (C.K., P.J.G.); Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden (C.K.); Emeriti Pharma, AZ Bioventure Hub, Gothenburg, Sweden (D.G.); and KW Translational Medicine AB, Västra Frölunda, Sweden (K.W.)
| | - Karin Wåhlander
- Cardiovascular, Renal and Metabolism Translational Medicine Unit, Early Clinical Development, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden (C.K., P.J.G.); Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden (C.K.); Emeriti Pharma, AZ Bioventure Hub, Gothenburg, Sweden (D.G.); and KW Translational Medicine AB, Västra Frölunda, Sweden (K.W.)
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Abstract
In the year 2003 there was a 17% increase in the number of publications citing work performed using optical biosensor technology compared with the previous year. We collated the 962 total papers for 2003, identified the geographical regions where the work was performed, highlighted the instrument types on which it was carried out, and segregated the papers by biological system. In this overview, we spotlight 13 papers that should be on everyone's 'must read' list for 2003 and provide examples of how to identify and interpret high-quality biosensor data. Although we still find that the literature is replete with poorly performed experiments, over-interpreted results and a general lack of understanding of data analysis, we are optimistic that these shortcomings will be addressed as biosensor technology continues to mature.
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Affiliation(s)
- Rebecca L Rich
- Center for Biomolecular Interaction Analysis, University of Utah, Salt Lake City, UT 84132, USA
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Goulter AB, Goddard MJ, Allen JC, Clark KL. ACE2 gene expression is up-regulated in the human failing heart. BMC Med 2004; 2:19. [PMID: 15151696 PMCID: PMC425604 DOI: 10.1186/1741-7015-2-19] [Citation(s) in RCA: 180] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2003] [Accepted: 05/19/2004] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND ACE2 is a novel homologue of angiotensin converting enzyme (ACE). ACE2 is highly expressed in human heart and animal data suggest that ACE2 is an essential regulator of cardiac function in vivo. Since overactivity of the renin-angiotensin system contributes to the progression of heart failure, this investigation assessed changes in gene expression of ACE2, ACE, AT1 receptor and renin in the human failing heart. METHODS The sensitive technique of quantitative reverse transcriptase polymerase chain reaction was used to determine the level of mRNA expression of ACE and ACE2 in human ventricular myocardium from donors with non-diseased hearts (n = 9), idiopathic dilated cardiomyopathy (IDC, n = 11) and ischemic cardiomyopathy (ICM, n = 12). Following logarithmic transformation of the data, a one-way analysis of variance was performed for each target gene followed by a Dunnett's test to compare the two disease groups IDC and ICM versus control. RESULTS As anticipated, ACE mRNA was found to be significantly increased in the failing heart with a 3.1 and 2.4-fold up-regulation found in IDC and ICM relative to non-diseased myocardium. Expression of ACE2 mRNA was also significantly up-regulated in IDC (2.4-fold increase) and ICM (1.8-fold increase) versus non-diseased myocardium. No change in angiotensin AT1 receptor mRNA expression was found in failing myocardium and renin mRNA was not detected. CONCLUSIONS These data suggest that ACE2 is up-regulated in human IDC and ICM and are consistent with the hypothesis that differential regulation of this enzyme may have important functional consequences in heart failure. This strengthens the hypothesis that ACE2 may be a relevant target for the treatment of heart failure and will hopefully spur further studies to clarify the functional effects in human myocardium of ACE2 derived peptides.
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Affiliation(s)
- Andrew B Goulter
- Pharmagene Laboratories, 2 Orchard Road, Royston, Hertfordshire, UK, SG8 5HD
| | - Martin J Goddard
- Papworth Hospital, NHS Trust, Papworth Everard, Cambridge, UK, CB3 8RE
| | - Jennifer C Allen
- Pharmagene Laboratories, 2 Orchard Road, Royston, Hertfordshire, UK, SG8 5HD
| | - Kenneth L Clark
- Pharmagene Laboratories, 2 Orchard Road, Royston, Hertfordshire, UK, SG8 5HD
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Suzuki I, Motokawa T. In Situ Hybridization: An Informative Technique for Pigment Cell Researchers. ACTA ACUST UNITED AC 2004; 17:10-4. [PMID: 14717840 DOI: 10.1046/j.1600-0749.2003.00112.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Many cellular events are regulated at the transcriptional level. Recent technical advances such as DNA microarray have made it possible to determine mRNA profiles of cultured cells or tissues. However, since it is still impossible to completely simulate the in vivo environment in culture conditions, mRNA profiles of cultured cells are not perfect representatives of original cells. Furthermore, for cells that exist at lower densities, mRNA profiling using tissue samples would be difficult. By using tissue in situ hybridization, mRNA levels of genes in tissues can be determined at cellular resolution. Although throughput of tissue in situ hybridization is not high enough for mRNA profiling, it may be sufficient to investigate temporal/spatial expression profiles of genes that are known to be important or found to be interesting in high-throughput transcriptome/proteome analyses. Recent technical advances have made it easier for everybody to perform tissue in situ hybridization using normal experimental instruments with sufficient sensitivity to detect most genes. Although this technique has been utilized mainly in developmental biology, it will be fully advantageous when combined with high-throughput comprehensive transcriptome/proteome analyses.
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Affiliation(s)
- Itaru Suzuki
- POLA Chemical Industries, Inc., Totsuka-ku, Yokohama, Japan.
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