Christina Ramirez - Academia.edu (original) (raw)
Papers by Christina Ramirez
The Journal of Nutritional Biochemistry, 2015
Ursolic acid (UA), a well-known natural triterpenoid found in abundance in blueberries, cranberri... more Ursolic acid (UA), a well-known natural triterpenoid found in abundance in blueberries, cranberries and apple peels, has been reported to possess many beneficial health effects. These effects include anti-cancer activity in various cancers, such as skin cancer. Skin cancer is the most common cancer in the world. Nuclear factor E2-related factor 2 (Nrf2) is a master regulator of anti-oxidative stress response with anti-carcinogenic activity against UV-and chemical-induced tumor formation in the skin. Recent studies show that epigenetic modifications of Nrf2 play an important role in cancer prevention. However the epigenetic impact of UA on Nrf2 signaling remains poorly understood in skin cancer. In this study, we investigated the epigenetic effects of UA on mouse epidermal JB6 P+ cells. UA inhibited cellular transformation by 12-Otetradecanoylphorbol-13-acetate (TPA) at a concentration at which the cytotoxicity was no more than 25%. Under this condition, UA induced the expression of the Nrf2-mediated detoxifying/ antioxidant enzymes heme oxygenase-1 (HO-1), NAD(P)H:quinone oxidoreductase 1 (NQO1), and UDP-glucuronosyltransferase 1A1 (UGT1A1). DNA methylation analysis revealed that UA demethylated the first 15 CpG sites of the Nrf2 promoter region, which correlated with the reexpression of Nrf2. Furthermore, UA reduced the expression of epigenetic modifying enzymes, including the DNA methyltransferases (DNMTs) DNMT1 and DNMT3a and the histone deacetylases (HDACs) HDAC1, 2, 3, and 8 (Class I) and HDAC6 and 7 (Class II), and HDAC *
Life Sciences, 2014
Ultraviolet irradiation and carcinogens have been reported to induce epigenetic alterations, whic... more Ultraviolet irradiation and carcinogens have been reported to induce epigenetic alterations, which potentially contribute to the development of skin cancer. We aimed to study the genome-wide DNA methylation profiles of skin cancers induced by ultraviolet B (UVB) irradiation and 7,12-dimethylbenz(a)anthracene (DMBA)/12-O-tetradecanoylphorbol-1,3-acetate (TPA). Methylated DNA immunoprecipitation (MeDIP) followed by next-generation sequencing was utilized to ascertain the DNA methylation profiles in the following common mouse skin cancer models: SKH-1 mice treated with UVB irradiation and CD-1 mice treated with DMBA/TPA. Ingenuity® Pathway Analysis (IPA) software was utilized to analyze the data and to identify gene interactions among the different pathways. 6003 genes in the UVB group and 5424 genes in the DMBA/TPA group exhibited a greater than 2-fold change in CpG methylation as mapped by the IPA software. The top canonical pathways identified by IPA after the two treatments were ranked were pathways related to cancer development, cAMP-mediated signaling, G protein-coupled receptor signaling and PTEN signaling associated with UVB treatment, whereas protein kinase A signaling and xenobiotic metabolism signaling were associated with DMBA/TPA treatment. In addition, the mapped IL-6-related inflammatory pathways displayed alterations in the methylation profiles of inflammation-related genes linked to UVB treatment. Genes with altered methylation were ranked in the UVB and DMBA/TPA models, and the molecular interaction networks of those genes were identified by the IPA software. The genome-wide DNA methylation profiles of skin cancers induced by UV irradiation or by DMBA/TPA will be useful for future studies on epigenetic gene regulation in skin carcinogenesis.
Food and Chemical Toxicology, 2014
Quercetin, kaempferol, and pterostilbene are abundant in berries. The anti-oxidative properties o... more Quercetin, kaempferol, and pterostilbene are abundant in berries. The anti-oxidative properties of these constituents may contribute to cancer chemoprevention. However, their precise mechanisms of action and their combinatorial effects are not completely understood. Nuclear factor (erythroid-derived 2)-like 2 (Nrf2) regulates anti-oxidative stress enzymes and Phase II drug metabolizing/detoxifying enzymes by binding to antioxidant response element (ARE). This study aimed to investigate the anti-oxidative stress activities of quercetin, kaempferol, and pterostilbene individually and in combination, as well as the involvement of the Nrf2-ARE signaling pathway. Quercetin, kaempferol, and pterostilbene all exhibited strong free-radical scavenging activity in the DPPH assay. The MTS assay revealed that low concentration combinations we tested were relatively non-toxic to HepG2-C8 cells. The results of the DCFH-DA assay and combination index (CI) indicated that quercetin, kaempferol, and pterostilbene attenuated intracellular reactive oxygen species (ROS) levels when pretreated individually and had synergistic effects when used in combination. In addition, the combination treatment significantly induced ARE and increased the mRNA and protein expression of Nrf2-regulated genes. Collectively, our study demonstrated that the berry constituents quercetin, kaempferol, and pterostilbene activated the Nrf2-ARE signaling pathway and exhibited synergistic anti-oxidative stress activity at appropriate concentrations.
Expert Opinion on Drug Discovery, 2010
Importance of the field-Monitoring cell viability in vitro is critical in many areas of biomedica... more Importance of the field-Monitoring cell viability in vitro is critical in many areas of biomedical research, and the ultimate goal in drug discovery is the ability to predict the in vivo toxicology of drug candidates based on their toxicity profile in vitro. Over the last decade, the contribution of high-throughput screening (HTS) toward this goal has been tremendous, providing the ability to screen compounds in parallel against multiple cell types. However, the toxic effects of drug candidates uncovered during clinical trials are by far the main reason for their failure. Over the same period, our understanding of programmed cell death has evolved dramatically with the identification of critical control points in the cell death pathways. As a result, cell viability should no longer be characterized solely on the basis of discrete endpoint measurements such as membrane permeability.
Drug Discovery World
Stem Cells E mbryonic stem cells were first introduced into the scientific community in 1981 when... more Stem Cells E mbryonic stem cells were first introduced into the scientific community in 1981 when they were isolated from mice 1 , set-ting forth a cascade of paradigm shifting scientific events. More than a decade afterwards, in the late 1990s, human embryonic stem cells were isolated 2 and for the first time, their potential seemed to be 'limitless'. The ability of stem cells to become any cell type in the body offered great promise in regenerative medicine. Particularly, in devastating diseases such as diabetes and neurological disor-ders, which are among and remain the hardest dis-eases to treat today. Stem cells also held the prem-ise in drug discovery providing valuable informa-tion on toxicity and disease profiling. Still, after nearly two decades of experimentation, much remains unknown about stem cell fate and its future in personalised medicine. During embryonic development, after the fertili-sation process, meiosis occurs and results in a series of cleavage steps ...
Nature Biotechnology, 2012
Patient-specific induced pluripotent stem cells (iPSCs) represent a novel system for modeling hum... more Patient-specific induced pluripotent stem cells (iPSCs) represent a novel system for modeling human genetic disease and could provide a source of cells for large-scale drug-discovery screens. Here we demonstrate the feasibility of performing a primary screen in neural crest precursors derived from iPSCs that were generated from individuals with familial dysautonomia (FD), a rare, fatal genetic disorder affecting neural crest lineages. We tested 6,912 small-molecule compounds and characterized eight that rescued expression of IKBKAP, the gene responsible for FD. One of the hits, SKF-86466, was found to induce IKBKAP transcription through modulation of intracellular cAMP levels and PKA-dependent CREB phosphorylation. SKF-86466 also rescued IKAP protein expression and the disease-specific loss of autonomic neuronal marker expression. Our data implicate alpha-2 adrenergic receptor activity in regulating IKBKAP expression and demonstrate that small-molecule discovery using an iPSC-based disease model can identify candidate drugs for potential therapeutic intervention.
Journal of Biomolecular Screening, 2009
Caspases are central to the execution of programmed cell death and their activation constitutes t... more Caspases are central to the execution of programmed cell death and their activation constitutes the biochemical hallmark of apoptosis. In this article, we report the successful adaptation of a high content assay method utilizing the DEVD-NucView488™ fluorogenic substrate, and for the first time, we show caspase activation in live cells induced either by drugs or siRNA. The fluorogenic substrate was found to be non-toxic over an exposure period of several days; during which we demonstrate automated imaging and quantification of caspase activation of the same cell population as a function of time. Overexpression of the anti-apoptotic protein Bcl-XL, alone or in combination with the inhibitor Z-VAD-FMK, attenuated caspase activation in HeLa cells exposed to Doxorubicin, Etoposide or cell death siRNA. Our method was further validated against two well characterized NSCLC cell lines reported to be sensitive (H3255) or refractory (H2030) to Erlotinib; where we show a differential time dependent activation was observed for H3255 and no significant changes in H2030, consistent with their respective chemosensitivity profile. In summary, our results demonstrate the feasibility of using this newly adapted and validated high content assay to screen chemical or RNAi libraries for the identification of previously uncovered enhancers and suppressors of the apoptotic machinery in live cells.
Combinatorial Chemistry & High Throughput Screening, 2012
microRNAs (miRNAs) are evolutionary conserved, small endogenous non-coding, RNA molecules. Althou... more microRNAs (miRNAs) are evolutionary conserved, small endogenous non-coding, RNA molecules. Although their mode of action has been extensively studied, little is known about their biogenesis. As their altered expression has been implicated in many diseases, small molecules that would modulate their expression are sought after. They are generated through the concerted action of several complexes which promote their transcription, maturation, export, trafficking, and loading of mature miRNA into silencing complexes. An increasing number of studies have suggested that each of these steps serves as a regulatory junction in the process, and therefore provides an intervention point. For this purpose, we have developed a simple image-based assay strategy to screen for such modulators. Here, we describe its successful implementation which combines the use of a microRNA 21 (miR-21) synthetic mimic together with an EGFP based reporter cell line, where its expression is under the control of miR-21, to monitor EGFP expression in a format suitable for HTS. The strategy was further validated using a small panel of known gene modulators of the miRNA pathway. A screen was performed in duplicate against a library of 6,912 compounds and identified 48 initial positives exhibiting enhanced EGFP fluorescence intensity. 42 compounds were found to be inherently fluorescent in the green channel leaving the remaining 6 as potential inhibitors and with a positive rate of 0.09%. Taken together, this validated strategy offers the opportunity to discover novel and specific inhibitors of the pathway through the screening of diverse chemical libraries.
![Research paper thumbnail of Structure–activity relationships of 6-(2,6-dichlorophenyl)-8-methyl-2-(phenylamino)pyrido[2,3-d]pyrimidin-7-ones: Toward selective Abl inhibitors](https://attachments.academia-assets.com/59974494/thumbnails/1.jpg)
](Bioorganic & Medicinal Chemistry Letters, 2009
We report the design, synthesis and structure-activity relationship (SAR) of a series of novel py... more We report the design, synthesis and structure-activity relationship (SAR) of a series of novel pyrido[2,3-d]pyrimidin-7-one compounds as potent Abl kinase inhibitors. We evaluate their specificity profile against a panel of human recombinant kinases, as well as their biological profile toward a panel of well characterized cancer cell lines. Our study reveals that substitutions in the -3 and -4 positions of the phenylamino moiety lead to improved potency and improved selectivity both in target-based and cell based assays. Altogether, our results provide an insight into the SAR of pyrido[2,3-d]pyrimidin-7-ones for the development of drug candidates with improved potency and selectivity for the targeted treatment of CML.
ASSAY and Drug Development Technologies, 2013
RNA interference technology is becoming an integral tool for target discovery and validation.; Wi... more RNA interference technology is becoming an integral tool for target discovery and validation.; With perhaps the exception of only few studies published using arrayed short hairpin RNA (shRNA) libraries, most of the reports have been either against pooled siRNA or shRNA, or arrayed siRNA libraries. For this purpose, we have developed a workflow and performed an arrayed genome-scale shRNA lethality screen against the TRC1 library in HeLa cells. The resulting targets would be a valuable resource of candidates toward a better understanding of cellular homeostasis. Using a high-stringency hit nomination method encompassing criteria of at least three active hairpins per gene and filtered for potential off-target effects (OTEs), referred to as the Bhinder-Djaballah analysis method, we identified 1,252 lethal and 6 rescuer gene candidates, knockdown of which resulted in severe cell death or enhanced growth, respectively. Cross referencing individual hairpins with the TRC1 validated clone database, 239 of the 1,252 candidates were deemed independently validated with at least three validated clones. Through our systematic OTE analysis, we have identified 31 microRNAs (miR-NAs) in lethal and 2 in rescuer genes; all having a seed heptamer mimic in the corresponding shRNA hairpins and likely cause of the OTE observed in our screen, perhaps unraveling a previously unknown plausible essentiality of these miRNAs in cellular viability. Taken together, we report on a methodology for performing large-scale arrayed shRNA screens, a comprehensive analysis method to nominate high-confidence hits, and a performance assessment of the TRC1 library highlighting the intracellular inefficiencies of shRNA processing in general. Hoechst-stained nuclei count per well, a cytotoxicity index used for quantification of remaining cells; OTE, off-target effect; RNAi, RNA interference; shRNA, short hairpin RNA; siRNA, small interfering RNA; S/B ratio, signal-to-background ratio; TRC, The RNAi Consortium.
ASSAY and Drug Development Technologies, 2011
Automated microscopy was introduced two decades ago and has become an integral part of the discov... more Automated microscopy was introduced two decades ago and has become an integral part of the discovery process as a high-content screening platform with noticeable challenges in executing cell-based assays. It would be of interest to use it to screen for reversers of a transformed cell phenotype. In this report, we present data obtained from an optimized assay that identifies compounds that reverse a transformed phenotype induced in NIH-3T3 cells by expressing a novel oncogene, KP, resulting from fusion between platelet derived growth factor receptor alpha (PDGFRα) and kinase insert domain receptor (KDR), that was identified in human glioblastoma. Initial image acquisitions using multiple tiles per well were found to be insufficient as to accurately image and quantify the clusters; whole-well imaging, performed on the IN Cell Analyzer 2000, while still two-dimensional imaging, was found to accurately image and quantify clusters, due largely to the inherent variability of their size and well location. The resulting assay exhibited a Z' value of 0.79 and a signal-to-noise ratio of 15, and it was validated against known effectors and shown to identify only PDGFRα inhibitors, and then tested in a pilot screen against a library of 58 known inhibitors identifying mostly PDGFRα inhibitors as reversers of the KP induced transformed phenotype. In conclusion, our optimized and validated assay using whole-well imaging is robust and sensitive in identifying compounds that reverse the transformed phenotype induced by KP with a broader applicability to other cell-based assays that are challenging in HTS against chemical and RNAi libraries.
ASSAY and Drug Development Technologies, 2013
MicroRNAs (miRNAs) are evolutionary conserved noncoding molecules that regulate gene expression. ... more MicroRNAs (miRNAs) are evolutionary conserved noncoding molecules that regulate gene expression. They influence a number of diverse biological functions, such as development and differentiation. However, their dysregulation has been shown to be associated with disease states, such as cancer. Genes and pathways regulating their biogenesis remain unknown and are highly sought after. For this purpose, we have validated a multiplexed high-content assay strategy to screen for such modulators. Here, we describe its implementation that makes use of a cell-based gain-of-function reporter assay monitoring enhanced green fluorescent protein expression under the control of miRNA 21 (miR-21); combined with measures of both cell metabolic activities through the use of Alamar Blue and cell death through imaged Hoechst-stained nuclei. The strategy was validated using a panel of known genes and enabled us to successfully progress to and complete an arrayed genomewide short interfering RNA (siRNA) screen against the Ambion Silencer Select v4.0 library containing 64,755 siRNA duplexes covering 21,565 genes. We applied a high-stringency hit analysis method, referred to as the Bhinder-Djaballah analysis method, leading to the nomination of 1,273 genes as candidate inhibitors of the miR-21 biogenesis pathway; after several iterations eliminating those genes with only one active duplex and those enriched in seed sequence mediated off-target effects. Biological classifications revealed four major control junctions among them vesicular transport via clathrin-mediated endocytosis. Altogether, our screen has uncovered a number of novel candidate regulators that are potentially good druggable targets allowing for the discovery and development of small molecules for regulating miRNA function.
The Journal of Nutritional Biochemistry, 2015
Ursolic acid (UA), a well-known natural triterpenoid found in abundance in blueberries, cranberri... more Ursolic acid (UA), a well-known natural triterpenoid found in abundance in blueberries, cranberries and apple peels, has been reported to possess many beneficial health effects. These effects include anti-cancer activity in various cancers, such as skin cancer. Skin cancer is the most common cancer in the world. Nuclear factor E2-related factor 2 (Nrf2) is a master regulator of anti-oxidative stress response with anti-carcinogenic activity against UV-and chemical-induced tumor formation in the skin. Recent studies show that epigenetic modifications of Nrf2 play an important role in cancer prevention. However the epigenetic impact of UA on Nrf2 signaling remains poorly understood in skin cancer. In this study, we investigated the epigenetic effects of UA on mouse epidermal JB6 P+ cells. UA inhibited cellular transformation by 12-Otetradecanoylphorbol-13-acetate (TPA) at a concentration at which the cytotoxicity was no more than 25%. Under this condition, UA induced the expression of the Nrf2-mediated detoxifying/ antioxidant enzymes heme oxygenase-1 (HO-1), NAD(P)H:quinone oxidoreductase 1 (NQO1), and UDP-glucuronosyltransferase 1A1 (UGT1A1). DNA methylation analysis revealed that UA demethylated the first 15 CpG sites of the Nrf2 promoter region, which correlated with the reexpression of Nrf2. Furthermore, UA reduced the expression of epigenetic modifying enzymes, including the DNA methyltransferases (DNMTs) DNMT1 and DNMT3a and the histone deacetylases (HDACs) HDAC1, 2, 3, and 8 (Class I) and HDAC6 and 7 (Class II), and HDAC *
Life Sciences, 2014
Ultraviolet irradiation and carcinogens have been reported to induce epigenetic alterations, whic... more Ultraviolet irradiation and carcinogens have been reported to induce epigenetic alterations, which potentially contribute to the development of skin cancer. We aimed to study the genome-wide DNA methylation profiles of skin cancers induced by ultraviolet B (UVB) irradiation and 7,12-dimethylbenz(a)anthracene (DMBA)/12-O-tetradecanoylphorbol-1,3-acetate (TPA). Methylated DNA immunoprecipitation (MeDIP) followed by next-generation sequencing was utilized to ascertain the DNA methylation profiles in the following common mouse skin cancer models: SKH-1 mice treated with UVB irradiation and CD-1 mice treated with DMBA/TPA. Ingenuity® Pathway Analysis (IPA) software was utilized to analyze the data and to identify gene interactions among the different pathways. 6003 genes in the UVB group and 5424 genes in the DMBA/TPA group exhibited a greater than 2-fold change in CpG methylation as mapped by the IPA software. The top canonical pathways identified by IPA after the two treatments were ranked were pathways related to cancer development, cAMP-mediated signaling, G protein-coupled receptor signaling and PTEN signaling associated with UVB treatment, whereas protein kinase A signaling and xenobiotic metabolism signaling were associated with DMBA/TPA treatment. In addition, the mapped IL-6-related inflammatory pathways displayed alterations in the methylation profiles of inflammation-related genes linked to UVB treatment. Genes with altered methylation were ranked in the UVB and DMBA/TPA models, and the molecular interaction networks of those genes were identified by the IPA software. The genome-wide DNA methylation profiles of skin cancers induced by UV irradiation or by DMBA/TPA will be useful for future studies on epigenetic gene regulation in skin carcinogenesis.
Food and Chemical Toxicology, 2014
Quercetin, kaempferol, and pterostilbene are abundant in berries. The anti-oxidative properties o... more Quercetin, kaempferol, and pterostilbene are abundant in berries. The anti-oxidative properties of these constituents may contribute to cancer chemoprevention. However, their precise mechanisms of action and their combinatorial effects are not completely understood. Nuclear factor (erythroid-derived 2)-like 2 (Nrf2) regulates anti-oxidative stress enzymes and Phase II drug metabolizing/detoxifying enzymes by binding to antioxidant response element (ARE). This study aimed to investigate the anti-oxidative stress activities of quercetin, kaempferol, and pterostilbene individually and in combination, as well as the involvement of the Nrf2-ARE signaling pathway. Quercetin, kaempferol, and pterostilbene all exhibited strong free-radical scavenging activity in the DPPH assay. The MTS assay revealed that low concentration combinations we tested were relatively non-toxic to HepG2-C8 cells. The results of the DCFH-DA assay and combination index (CI) indicated that quercetin, kaempferol, and pterostilbene attenuated intracellular reactive oxygen species (ROS) levels when pretreated individually and had synergistic effects when used in combination. In addition, the combination treatment significantly induced ARE and increased the mRNA and protein expression of Nrf2-regulated genes. Collectively, our study demonstrated that the berry constituents quercetin, kaempferol, and pterostilbene activated the Nrf2-ARE signaling pathway and exhibited synergistic anti-oxidative stress activity at appropriate concentrations.
Expert Opinion on Drug Discovery, 2010
Importance of the field-Monitoring cell viability in vitro is critical in many areas of biomedica... more Importance of the field-Monitoring cell viability in vitro is critical in many areas of biomedical research, and the ultimate goal in drug discovery is the ability to predict the in vivo toxicology of drug candidates based on their toxicity profile in vitro. Over the last decade, the contribution of high-throughput screening (HTS) toward this goal has been tremendous, providing the ability to screen compounds in parallel against multiple cell types. However, the toxic effects of drug candidates uncovered during clinical trials are by far the main reason for their failure. Over the same period, our understanding of programmed cell death has evolved dramatically with the identification of critical control points in the cell death pathways. As a result, cell viability should no longer be characterized solely on the basis of discrete endpoint measurements such as membrane permeability.
Drug Discovery World
Stem Cells E mbryonic stem cells were first introduced into the scientific community in 1981 when... more Stem Cells E mbryonic stem cells were first introduced into the scientific community in 1981 when they were isolated from mice 1 , set-ting forth a cascade of paradigm shifting scientific events. More than a decade afterwards, in the late 1990s, human embryonic stem cells were isolated 2 and for the first time, their potential seemed to be 'limitless'. The ability of stem cells to become any cell type in the body offered great promise in regenerative medicine. Particularly, in devastating diseases such as diabetes and neurological disor-ders, which are among and remain the hardest dis-eases to treat today. Stem cells also held the prem-ise in drug discovery providing valuable informa-tion on toxicity and disease profiling. Still, after nearly two decades of experimentation, much remains unknown about stem cell fate and its future in personalised medicine. During embryonic development, after the fertili-sation process, meiosis occurs and results in a series of cleavage steps ...
Nature Biotechnology, 2012
Patient-specific induced pluripotent stem cells (iPSCs) represent a novel system for modeling hum... more Patient-specific induced pluripotent stem cells (iPSCs) represent a novel system for modeling human genetic disease and could provide a source of cells for large-scale drug-discovery screens. Here we demonstrate the feasibility of performing a primary screen in neural crest precursors derived from iPSCs that were generated from individuals with familial dysautonomia (FD), a rare, fatal genetic disorder affecting neural crest lineages. We tested 6,912 small-molecule compounds and characterized eight that rescued expression of IKBKAP, the gene responsible for FD. One of the hits, SKF-86466, was found to induce IKBKAP transcription through modulation of intracellular cAMP levels and PKA-dependent CREB phosphorylation. SKF-86466 also rescued IKAP protein expression and the disease-specific loss of autonomic neuronal marker expression. Our data implicate alpha-2 adrenergic receptor activity in regulating IKBKAP expression and demonstrate that small-molecule discovery using an iPSC-based disease model can identify candidate drugs for potential therapeutic intervention.
Journal of Biomolecular Screening, 2009
Caspases are central to the execution of programmed cell death and their activation constitutes t... more Caspases are central to the execution of programmed cell death and their activation constitutes the biochemical hallmark of apoptosis. In this article, we report the successful adaptation of a high content assay method utilizing the DEVD-NucView488™ fluorogenic substrate, and for the first time, we show caspase activation in live cells induced either by drugs or siRNA. The fluorogenic substrate was found to be non-toxic over an exposure period of several days; during which we demonstrate automated imaging and quantification of caspase activation of the same cell population as a function of time. Overexpression of the anti-apoptotic protein Bcl-XL, alone or in combination with the inhibitor Z-VAD-FMK, attenuated caspase activation in HeLa cells exposed to Doxorubicin, Etoposide or cell death siRNA. Our method was further validated against two well characterized NSCLC cell lines reported to be sensitive (H3255) or refractory (H2030) to Erlotinib; where we show a differential time dependent activation was observed for H3255 and no significant changes in H2030, consistent with their respective chemosensitivity profile. In summary, our results demonstrate the feasibility of using this newly adapted and validated high content assay to screen chemical or RNAi libraries for the identification of previously uncovered enhancers and suppressors of the apoptotic machinery in live cells.
Combinatorial Chemistry & High Throughput Screening, 2012
microRNAs (miRNAs) are evolutionary conserved, small endogenous non-coding, RNA molecules. Althou... more microRNAs (miRNAs) are evolutionary conserved, small endogenous non-coding, RNA molecules. Although their mode of action has been extensively studied, little is known about their biogenesis. As their altered expression has been implicated in many diseases, small molecules that would modulate their expression are sought after. They are generated through the concerted action of several complexes which promote their transcription, maturation, export, trafficking, and loading of mature miRNA into silencing complexes. An increasing number of studies have suggested that each of these steps serves as a regulatory junction in the process, and therefore provides an intervention point. For this purpose, we have developed a simple image-based assay strategy to screen for such modulators. Here, we describe its successful implementation which combines the use of a microRNA 21 (miR-21) synthetic mimic together with an EGFP based reporter cell line, where its expression is under the control of miR-21, to monitor EGFP expression in a format suitable for HTS. The strategy was further validated using a small panel of known gene modulators of the miRNA pathway. A screen was performed in duplicate against a library of 6,912 compounds and identified 48 initial positives exhibiting enhanced EGFP fluorescence intensity. 42 compounds were found to be inherently fluorescent in the green channel leaving the remaining 6 as potential inhibitors and with a positive rate of 0.09%. Taken together, this validated strategy offers the opportunity to discover novel and specific inhibitors of the pathway through the screening of diverse chemical libraries.
Bioorganic & Medicinal Chemistry Letters, 2009
We report the design, synthesis and structure-activity relationship (SAR) of a series of novel py... more We report the design, synthesis and structure-activity relationship (SAR) of a series of novel pyrido[2,3-d]pyrimidin-7-one compounds as potent Abl kinase inhibitors. We evaluate their specificity profile against a panel of human recombinant kinases, as well as their biological profile toward a panel of well characterized cancer cell lines. Our study reveals that substitutions in the -3 and -4 positions of the phenylamino moiety lead to improved potency and improved selectivity both in target-based and cell based assays. Altogether, our results provide an insight into the SAR of pyrido[2,3-d]pyrimidin-7-ones for the development of drug candidates with improved potency and selectivity for the targeted treatment of CML.
ASSAY and Drug Development Technologies, 2013
RNA interference technology is becoming an integral tool for target discovery and validation.; Wi... more RNA interference technology is becoming an integral tool for target discovery and validation.; With perhaps the exception of only few studies published using arrayed short hairpin RNA (shRNA) libraries, most of the reports have been either against pooled siRNA or shRNA, or arrayed siRNA libraries. For this purpose, we have developed a workflow and performed an arrayed genome-scale shRNA lethality screen against the TRC1 library in HeLa cells. The resulting targets would be a valuable resource of candidates toward a better understanding of cellular homeostasis. Using a high-stringency hit nomination method encompassing criteria of at least three active hairpins per gene and filtered for potential off-target effects (OTEs), referred to as the Bhinder-Djaballah analysis method, we identified 1,252 lethal and 6 rescuer gene candidates, knockdown of which resulted in severe cell death or enhanced growth, respectively. Cross referencing individual hairpins with the TRC1 validated clone database, 239 of the 1,252 candidates were deemed independently validated with at least three validated clones. Through our systematic OTE analysis, we have identified 31 microRNAs (miR-NAs) in lethal and 2 in rescuer genes; all having a seed heptamer mimic in the corresponding shRNA hairpins and likely cause of the OTE observed in our screen, perhaps unraveling a previously unknown plausible essentiality of these miRNAs in cellular viability. Taken together, we report on a methodology for performing large-scale arrayed shRNA screens, a comprehensive analysis method to nominate high-confidence hits, and a performance assessment of the TRC1 library highlighting the intracellular inefficiencies of shRNA processing in general. Hoechst-stained nuclei count per well, a cytotoxicity index used for quantification of remaining cells; OTE, off-target effect; RNAi, RNA interference; shRNA, short hairpin RNA; siRNA, small interfering RNA; S/B ratio, signal-to-background ratio; TRC, The RNAi Consortium.
ASSAY and Drug Development Technologies, 2011
Automated microscopy was introduced two decades ago and has become an integral part of the discov... more Automated microscopy was introduced two decades ago and has become an integral part of the discovery process as a high-content screening platform with noticeable challenges in executing cell-based assays. It would be of interest to use it to screen for reversers of a transformed cell phenotype. In this report, we present data obtained from an optimized assay that identifies compounds that reverse a transformed phenotype induced in NIH-3T3 cells by expressing a novel oncogene, KP, resulting from fusion between platelet derived growth factor receptor alpha (PDGFRα) and kinase insert domain receptor (KDR), that was identified in human glioblastoma. Initial image acquisitions using multiple tiles per well were found to be insufficient as to accurately image and quantify the clusters; whole-well imaging, performed on the IN Cell Analyzer 2000, while still two-dimensional imaging, was found to accurately image and quantify clusters, due largely to the inherent variability of their size and well location. The resulting assay exhibited a Z' value of 0.79 and a signal-to-noise ratio of 15, and it was validated against known effectors and shown to identify only PDGFRα inhibitors, and then tested in a pilot screen against a library of 58 known inhibitors identifying mostly PDGFRα inhibitors as reversers of the KP induced transformed phenotype. In conclusion, our optimized and validated assay using whole-well imaging is robust and sensitive in identifying compounds that reverse the transformed phenotype induced by KP with a broader applicability to other cell-based assays that are challenging in HTS against chemical and RNAi libraries.
ASSAY and Drug Development Technologies, 2013
MicroRNAs (miRNAs) are evolutionary conserved noncoding molecules that regulate gene expression. ... more MicroRNAs (miRNAs) are evolutionary conserved noncoding molecules that regulate gene expression. They influence a number of diverse biological functions, such as development and differentiation. However, their dysregulation has been shown to be associated with disease states, such as cancer. Genes and pathways regulating their biogenesis remain unknown and are highly sought after. For this purpose, we have validated a multiplexed high-content assay strategy to screen for such modulators. Here, we describe its implementation that makes use of a cell-based gain-of-function reporter assay monitoring enhanced green fluorescent protein expression under the control of miRNA 21 (miR-21); combined with measures of both cell metabolic activities through the use of Alamar Blue and cell death through imaged Hoechst-stained nuclei. The strategy was validated using a panel of known genes and enabled us to successfully progress to and complete an arrayed genomewide short interfering RNA (siRNA) screen against the Ambion Silencer Select v4.0 library containing 64,755 siRNA duplexes covering 21,565 genes. We applied a high-stringency hit analysis method, referred to as the Bhinder-Djaballah analysis method, leading to the nomination of 1,273 genes as candidate inhibitors of the miR-21 biogenesis pathway; after several iterations eliminating those genes with only one active duplex and those enriched in seed sequence mediated off-target effects. Biological classifications revealed four major control junctions among them vesicular transport via clathrin-mediated endocytosis. Altogether, our screen has uncovered a number of novel candidate regulators that are potentially good druggable targets allowing for the discovery and development of small molecules for regulating miRNA function.