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A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression
Diabetes is a devastating disease that is ultimately caused by the malfunction or loss of insulin-producing pancreatic beta-cells. Drugs capable of inducing the development of new beta-cells or improving the function or survival of existing beta-cells could conceivably cure this disease. We report a...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2010
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2944895/ https://www.ncbi.nlm.nih.gov/pubmed/20886041 http://dx.doi.org/10.1371/journal.pone.0012958 |
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author | Hill, Jessica A. Szabat, Marta Hoesli, Corinne A. Gage, Blair K. Yang, Yu Hsuan C. Williams, David E. Riedel, Michael J. Luciani, Dan S. Kalynyak, Tatyana B. Tsai, Kevin Ao, Ziliang Andersen, Raymond J. Warnock, Garth L. Piret, James M. Kieffer, Timothy J. Johnson, James D. |
author_facet | Hill, Jessica A. Szabat, Marta Hoesli, Corinne A. Gage, Blair K. Yang, Yu Hsuan C. Williams, David E. Riedel, Michael J. Luciani, Dan S. Kalynyak, Tatyana B. Tsai, Kevin Ao, Ziliang Andersen, Raymond J. Warnock, Garth L. Piret, James M. Kieffer, Timothy J. Johnson, James D. |
author_sort | Hill, Jessica A. |
collection | PubMed |
description | Diabetes is a devastating disease that is ultimately caused by the malfunction or loss of insulin-producing pancreatic beta-cells. Drugs capable of inducing the development of new beta-cells or improving the function or survival of existing beta-cells could conceivably cure this disease. We report a novel high-throughput screening platform that exploits multi-parameter high-content analysis to determine the effect of compounds on beta-cell survival, as well as the promoter activity of two key beta-cell genes, insulin and pdx1. Dispersed human pancreatic islets and MIN6 beta-cells were infected with a dual reporter lentivirus containing both eGFP driven by the insulin promoter and mRFP driven by the pdx1 promoter. B-score statistical transformation was used to correct systemic row and column biases. Using this approach and 5 replicate screens, we identified 7 extracts that reproducibly changed insulin and/or pdx1 promoter activity from a library of 1319 marine invertebrate extracts. The ability of compounds purified from these extracts to significantly modulate insulin mRNA levels was confirmed with real-time PCR. Insulin secretion was analyzed by RIA. Follow-up studies focused on two lead compounds, one that stimulates insulin gene expression and one that inhibits insulin gene expression. Thus, we demonstrate that multi-parameter, high-content screening can identify novel regulators of beta-cell gene expression, such as bivittoside D. This work represents an important step towards the development of drugs to increase insulin expression in diabetes and during in vitro differentiation of beta-cell replacements. |
format | Text |
id | pubmed-2944895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-29448952010-09-30 A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression Hill, Jessica A. Szabat, Marta Hoesli, Corinne A. Gage, Blair K. Yang, Yu Hsuan C. Williams, David E. Riedel, Michael J. Luciani, Dan S. Kalynyak, Tatyana B. Tsai, Kevin Ao, Ziliang Andersen, Raymond J. Warnock, Garth L. Piret, James M. Kieffer, Timothy J. Johnson, James D. PLoS One Research Article Diabetes is a devastating disease that is ultimately caused by the malfunction or loss of insulin-producing pancreatic beta-cells. Drugs capable of inducing the development of new beta-cells or improving the function or survival of existing beta-cells could conceivably cure this disease. We report a novel high-throughput screening platform that exploits multi-parameter high-content analysis to determine the effect of compounds on beta-cell survival, as well as the promoter activity of two key beta-cell genes, insulin and pdx1. Dispersed human pancreatic islets and MIN6 beta-cells were infected with a dual reporter lentivirus containing both eGFP driven by the insulin promoter and mRFP driven by the pdx1 promoter. B-score statistical transformation was used to correct systemic row and column biases. Using this approach and 5 replicate screens, we identified 7 extracts that reproducibly changed insulin and/or pdx1 promoter activity from a library of 1319 marine invertebrate extracts. The ability of compounds purified from these extracts to significantly modulate insulin mRNA levels was confirmed with real-time PCR. Insulin secretion was analyzed by RIA. Follow-up studies focused on two lead compounds, one that stimulates insulin gene expression and one that inhibits insulin gene expression. Thus, we demonstrate that multi-parameter, high-content screening can identify novel regulators of beta-cell gene expression, such as bivittoside D. This work represents an important step towards the development of drugs to increase insulin expression in diabetes and during in vitro differentiation of beta-cell replacements. Public Library of Science 2010-09-23 /pmc/articles/PMC2944895/ /pubmed/20886041 http://dx.doi.org/10.1371/journal.pone.0012958 Text en Hill et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Hill, Jessica A. Szabat, Marta Hoesli, Corinne A. Gage, Blair K. Yang, Yu Hsuan C. Williams, David E. Riedel, Michael J. Luciani, Dan S. Kalynyak, Tatyana B. Tsai, Kevin Ao, Ziliang Andersen, Raymond J. Warnock, Garth L. Piret, James M. Kieffer, Timothy J. Johnson, James D. A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title | A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title_full | A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title_fullStr | A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title_full_unstemmed | A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title_short | A Multi-Parameter, High-Content, High-Throughput Screening Platform to Identify Natural Compounds that Modulate Insulin and Pdx1 Expression |
title_sort | multi-parameter, high-content, high-throughput screening platform to identify natural compounds that modulate insulin and pdx1 expression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2944895/ https://www.ncbi.nlm.nih.gov/pubmed/20886041 http://dx.doi.org/10.1371/journal.pone.0012958 |
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