Project description:We developed a general approach to small molecule library screening called GE-HTS (Gene Expression-Based High Throughput Screening) in which a gene expression signature is used as a surrogate for cellular states and applied it to the identification of compounds inducing the differentiation of acute myeloid leukemia cells. In screening 1,739 compounds, we identified 8 that reliably induced the differentiation signature, and furthermore yielded functional evidence of bona fide differentiation. We tested several of these in duplicate replicates in blasts from a patient with APL. Also included in this data set are a collection of 6 primary patient AML cells, 3 normal neutrophils samples, and 3 normal monocyte samples. This data was used to evaluate whole genome effects of the compounds on APL cells in relation to AML versus normal neutrophils and monocytes. Keywords = Leukemia Keywords = APL Keywords = AML Keywords = chemical genomics Keywords: repeat sample
Project description:The complete pool of barcoded essential heterozygous diploid deletion strains of S. cerevisiae were screened with 20 compounds from the Chembridge NOVACore chemical library to identify gene deletions that confer sensitivity to each compound.
Project description:Loss of H3K27me3 repressive chromatin histone marks, maintained by the histone methyltransferase (HKMT) EZH2, may lead to reversal of epigenetic silencing in tumor cells and have therapeutic potential. Using a cell-based assay, we have identified three compounds from a HKMT inhibitor chemical library which re-express H3K27me3 mediated, silenced genes. Chromatin immunoprecipitation verified a decrease in silencing marks (H3K27me3, H3K9me3) and importantly an increase in active marks (H3K4me2/3, H3K27ac) at the promoter of re-expressed genes. Compound treated breast tumor cells induced enrichment for genome-wide changes in expression of known target genes for EZH2 and induced cell growth inhibition: with most sensitive breast tumor cell lines having low EZH2 protein expression, while a normal epithelial breast line was least sensitive. Agilent SurePrint G3 Human 8x60k two-colour microarrays were used to profile gene expression changes induced by treatment with drug compounds in MDA MB-231 cells, both at 24h and 48h. 4 replicates were used for each drug, time combination. A separate untreated control sample was used for comparison with each replicate.
Project description:Loss of H3K27me3 repressive chromatin histone marks, maintained by the histone methyltransferase (HKMT) EZH2, may lead to reversal of epigenetic silencing in tumor cells and have therapeutic potential. Using a cell-based assay, we have identified three compounds from a HKMT inhibitor chemical library which re-express H3K27me3 mediated, silenced genes. Chromatin immunoprecipitation verified a decrease in silencing marks (H3K27me3, H3K9me3) and importantly an increase in active marks (H3K4me2/3, H3K27ac) at the promoter of re-expressed genes. Compound treated breast tumor cells induced enrichment for genome-wide changes in expression of known target genes for EZH2 and induced cell growth inhibition: with most sensitive breast tumor cell lines having low EZH2 protein expression, while a normal epithelial breast line was least sensitive.
Project description:The overall aroma is an important factor of the sensory quality of fruit wines, which attributed to hundreds of volatile compounds. However, the qualitative determination of trace volatile compounds is considered to be very challenging work. GC-Orbitrap-MS with high resolution and high sensitivity provided more possibilities for the determination of volatile compounds, but without the high-resolution mass spectral library. For accuracy of qualitative determination in fruit wines by GC-Orbitrap-MS, a high-resolution mass spectral library, including 22 esters, 11 carbonyl compounds, 10 high alcohols, 7 lactones, 6 acids, 6 furans, 5 pyrazines, 5 terpenes, 4 benzenes, 4 volatile phenols and 1 sulfide, was developed in this study. Not only the HRMS spectrum but also the exact ion fragment, relative abundance, retention indices (RI), CAS number, chemical structure diagram, aroma description and aroma threshold were provided and were shown in a database website (Food Flavor Laboratory, http://foodflavorlab.cn/). HRMS library was used to successfully identify the volatile compounds mentioned above in 16 fruit wines (5 blueberry wines, 6 goji berry wines and 5 hawthorn wines). The library was developed as an important basis for further understanding of trace volatile compounds in fruit wines.
Project description:We developed a general approach to small molecule library screening called GE-HTS (Gene Expression-Based High Throughput Screening) in which a gene expression signature is used as a surrogate for cellular states and applied it to the identification of compounds inducing the differentiation of acute myeloid leukemia cells. In screening 1,739 compounds, we prioritized 15 candidate compounds (2 were already confirmed in the literature). We next evaluated the 13 remaining compounds. Eight reliably induced the differentiation signature, and furthermore yielded functional evidence of bona fide differentiation. This data set contains HL-60 cells treated in replicates of 3 with the original 13 selected candidates. It also contains 6 untreated, 6 DMSO treated, 3 ATRA treated, 3 PMA treated, and 3 1,25-dihydroxyvitamin D3 treated HL-60 controls. In addition, it contains 3 neutrophil and 3 monocyte samples from distinct normal human donors and 9 primary patient AML samples. This data set was used to evaluate the whole genome effects of the candidate compounds on HL-60 cells. Keywords = AML Keywords = leukemia Keywords = HL-60 Keywords = chemical genomics Keywords: repeat sample
Project description:Cellular conversion can be induced by perturbing a handful of key transcription factors (TFs). Replacement of direct manipulation of key TFs with chemical compounds offers a less laborious and safer strategy to drive cellular conversion for regenerative medicine. Nevertheless, identifying optimal chemical compounds currently requires large-scale screening of chemical libraries, which is resource-intensive. Existing computational methods aim at predicting cell conversion TFs, however there are no methods for identifying chemical compounds targeting these TFs. Here, we develop a single cell-based platform (SiPer) to systematically prioritize chemical compounds targeting desired TFs to guide cellular conversions. SiPer integrates a large compendium of chemical perturbations on non-cancer cells with a network model, and predicted known and novel chemical compounds in diverse cell conversion examples. Importantly, we applied SiPer to develop a highly efficient protocol for human hepatic maturation. Overall, SiPer provides a valuable resource to efficiently identify chemical compounds for cell conversion.
Project description:Heterochromatin plays a key role in gene repression, maintaining genome integrity and chromosome segregation. Fission yeast, Schizosaccharomyces pombe, utilizes conserved components to direct heterochromatin formation using siRNA generated by RNA interference (RNAi) to guide a histone H3 lysine 9 methyltransferase to cognate chromatin. To identify compounds that inhibit heterochromatin formation, an in vivo phenotypic screen for loss of silencing was performed. A tester strain harbouring a silent dominant selectable kanMX reporter gene within fission yeast centromeric heterochromatin was used to screen a diverse library of chemicals. HMS-I1 and HMS-I2 were identified as compounds that reproducibly increased G418 resistance due to loss of kanMX silencing, and decreased the level of repressive H3K9 methylation on centromeric repeats. The pattern of changes induced by HMS-I1 and HMS-I2 were consistent with inhibition of the histone deacetylases (HDACs) Clr3 and/or Sir2. Chemical-genetic interactions and expression profiling indicated that both HMS-I1 and HMS-I2 affect the activity of the Clr3-containing Snf2/HDAC repressor complex (SHREC). Exposure to HMS-I1 was also found to alleviate silencing of reporter genes in an Arabidopsis transgenic plant line and a mouse cell line. HMS-I2 also disrupted reporter gene silencing in Arabidopsis. In vitro assays indicate that HMS-I1 impairs the activity of human HDAC6 and HDAC10. As HMS-I1 and HMS-I2 bear no resemblance to known inhibitors of chromatin-based activities they represent potentially novel and valuable reagents for experimental and therapeutic purposes. Our findings highlight the use of in vivo chemical screening conducted in fission yeast to identify compounds that disrupt heterochromatin across plant, fungi and animal kingdoms.
Project description:Conversion of cellular identity can be achieved safely, without genetic manipulation, by inducing signalling perturbations with chemical compounds to target cell fate-governing transcription factors (TFs). However, chemical-induced cellular conversion currently requires large-scale screening of small compounds, which is time- and labour-intensive. There are no existing computational approaches that facilitate chemical conversion of cell fate. Here, we develop a computational framework (SiPer) to systematically predict chemical compounds specifically targeting desired sets of TFs to direct cellular conversion. This framework integrates a large compendium of chemical perturbation datasets with a network model. We show that SiPer is generally applicable to diverse cellular conversion examples, recapitulating the known chemical compounds and their corresponding protein targets. Furthermore, using chemical compounds predicted by SiPer, we develop a highly efficient protocol for the generation of functional human induced hepatocytes (hiHeps). These results demonstrate that SiPer provides a valuable resource to efficiently identify chemical compounds for cellular conversion.