scholarly journals Cas-CLIP: a method for customizing pooled CRISPR libraries

2018 ◽  
Author(s):  
Jiyeon Kweon ◽  
Da-eun Kim ◽  
An-Hee Jang ◽  
Yongsub Kim

ABSCTRACTAlthough pooled CRISPR libraries are widely used in high-throughput screening to study various biological processes, library construction for researcher’s own study is a time-consuming, labor-intensive, and expensive process. In this study, we develop a simple, scalable method, called Cas-CLIP, to customize conventional pooled CRISPR libraries using the CRISPR/Cas9 system. We show that conventional pooled CRISPR libraries can be modified by eliminating gRNAs that target positive genes, enabling the identification of unknown target genes in CRISPR screening. Cas-CLIP is a precise method for customizing conventional pooled CRISPR libraries and will broaden the scope of high-throughput screening technology.


Author(s):  
Shuang Deng ◽  
Hongwan Zhang ◽  
Kaiyu Zhu ◽  
Xingyang Li ◽  
Ying Ye ◽  
...  

Abstract N6-methyladenosine (m6A) is the most abundant posttranscriptional modification in mammalian mRNA molecules and has a crucial function in the regulation of many fundamental biological processes. The m6A modification is a dynamic and reversible process regulated by a series of writers, erasers and readers (WERs). Different WERs might have different functions, and even the same WER might function differently in different conditions, which are mostly due to different downstream genes being targeted by the WERs. Therefore, identification of the targets of WERs is particularly important for elucidating this dynamic modification. However, there is still no public repository to host the known targets of WERs. Therefore, we developed the m6A WER target gene database (m6A2Target) to provide a comprehensive resource of the targets of m6A WERs. M6A2Target provides a user-friendly interface to present WER targets in two different modules: ‘Validated Targets’, referred to as WER targets identified from low-throughput studies, and ‘Potential Targets’, including WER targets analyzed from high-throughput studies. Compared to other existing m6A-associated databases, m6A2Target is the first specific resource for m6A WER target genes. M6A2Target is freely accessible at http://m6a2target.canceromics.org.



Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 4811-4811
Author(s):  
Joanna S. Yi ◽  
Alex Federation ◽  
Jun Qi ◽  
Sirano Dhe-Paganon ◽  
Michael Hadler ◽  
...  

Abstract Cooperation between several epigenetic modulators defines MLL-rearranged leukemia as an epigenomic-driven cancer. Wild type MLL catalyzes trimethylation of lysine 4 on histone 3 from the methyl donor S-adenosylmethionine (SAM) at homeobox and other genes important for hematopoiesis, promoting their expression during development. However, in MLL-rearrangements, its methyltransferase domain is ubiquitously lost and replaced with >70 known fusion partners. Many of these fusion partners recruit DOT1L, the only known SAM-dependent lysine methyltransferase responsible for the methylation of lysine 79 of histone 3 (H3K79)—a mark associated with most actively transcribed genes. Therefore, the recruitment of DOT1L by MLL fusion partners to MLL-target genes leads to aberrant H3K79 hypermethylation at these loci, resulting in inappropriate gene expression and leukemogenesis. DOT1L as a therapeutic target in MLL has been genetically validated by several groups, leading to the development of SAM-competitive small molecule inhibitors of DOT1L. These inhibitors exhibit excellent biochemical activity and selectivity, yet have delayed cellular activity and needing relatively high doses, with viability effects requiring 7-10 days and EC50s for H3K79 methylation depletion of 1-3 μM in cell lines. In animal studies, this translates to a modest survival benefit while requiring high doses through continuous osmotic subcutaneous infusion. Further optimization of DOT1L inhibitors is therefore needed. To date, development of DOT1L inhibitors has been slow, perhaps related to inadequacy of discovery chemistry assay technologies. All biochemical assays are radioactivity-based and are not miniaturizeable; low-throughput and delayed cellular effects of DOT1L inhibition all hamper the discovery of improved inhibitors. Therefore a pressing need towards improved DOT1L inhibitor discovery is a robust, accessible, and rapid profiling platform. Toward this goal, we synthesized both FITC- and biotin-tagged DOT1L probe ligands. We confirmed by structural studies that binding of the probes were similar to our previously published inhibitor, depleted H3K79 methylation, and had antiproliferative effects in MLL-rearranged cell lines. We then utilized the probes to devise two non-radioactive, orthogonal biochemical assays to competitively profile putative inhibitors: one employing bead-based, proxmity fluorescence technology and the second using fluorescence polarization technology. These assays are robust and adaptable to high-throughput screening. We also designed a miniaturizable high-content imaging, immunofluorescence-based assay to assess the effect of DOT1L inhibitors on H3K79 methylation, reporting cellular IC50s after just four days of treatment. These three assays were validated against three known DOT1L inhibitors of different potencies, accurately differentiating between the compounds. Together, these orthogonal assays define an accessible platform capability to discover and optimize DOT1L inhibitors. Our platform rank-ordered a library of SAM derivatives that we synthesized, indicating that large substituents off the SAM base does not affect DOT1L binding. We also explored other features of the SAM core structure, identifying several chlorinated probes that had increased cellular potency (IC50 values ~10nM) relative to the initial compounds published, without losing specificity for DOT1L. The inhibitory effect on MLL-target gene expression correlated to the H3K79me2 decrease reported in high content assay, validating that our high-content assay accurately reports on downstream biology seen later in treatment. And as expected, the high-content potencies of our chlorinated DOT1L probes also correlated to increased anti-proliferative effect in MLL cells. Overall, we utilized chemistry, biology, and chemical biology tools to develop this profiling platform capability for more rapid discovery and optimization of small molecule DOT1L inhibitors. These assays can additionally be used to screen for non-SAM competitive inhibitors in high-throughput fashion. Furthermore, the DOT1L inhibitors and probes synthesized here (available as open-source tools) are useful in deeper mechanistic studies of the DOT1L complex and its role in MLL. Disclosures Armstrong: Epizyme: Consultancy.



2014 ◽  
Vol 86 (11) ◽  
pp. 1941-1947 ◽  
Author(s):  
Andreas Sundermann ◽  
Olga Gerlach


2015 ◽  
Vol 7 (7) ◽  
pp. 792-800 ◽  
Author(s):  
Stephanie Lemmo Ham ◽  
Samila Nasrollahi ◽  
Kush N. Shah ◽  
Andrew Soltisz ◽  
Sailaja Paruchuri ◽  
...  

A high throughput screening technology enables identifying natural compounds, phytochemicals, that potently inhibit migration of metastatic breast cancer cells.



2004 ◽  
Vol 9 (4) ◽  
pp. 286-293 ◽  
Author(s):  
Hong Xin ◽  
Alejandro Bernal ◽  
Frank A. Amato ◽  
Albert Pinhasov ◽  
Jack Kauffman ◽  
...  

The drug discovery process pursued by major pharmaceutical companies for many years starts with target identification followed by high-throughput screening (HTS) with the goal of identifying lead compounds. To accomplish this goal, significant resources are invested into automation of the screening process or HTS. Robotic systems capable of handling thousands of data points per day are implemented across the pharmaceutical sector. Many of these systems are amenable to handling cell-based screening protocols as well. On the other hand, as companies strive to develop innovative products based on novel mechanisms of action(s), one of the current bottlenecks of the industry is the target validation process. Traditionally, bioinformatics and HTS groups operate separately at different stages of the drug discovery process. The authors describe the convergence and integration of HTS and bioinformatics to perform high-throughput target functional identification and validation. As an example of this approach, they initiated a project with a functional cell-based screen for a biological process of interest using libraries of small interfering RNA (siRNA) molecules. In this protocol, siRNAs function as potent gene-specific inhibitors. siRNA-mediated knockdown of the target genes is confirmed by TaqMan analysis, and genes with impacts on biological functions of interest are selected for further analysis. Once the genes are confirmed and further validated, they may be used for HTS to yield lead compounds.



2010 ◽  
Vol 36 (9) ◽  
pp. 1154-1164 ◽  
Author(s):  
Zhi-Yun GUO ◽  
Can-Quan MAO ◽  
Li-Li XIONG ◽  
Hong-Bo XIN


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