scholarly journals CRISPR/Cas9 screen for functional MYC binding sites reveals MYC-dependent vulnerabilities in K562 cells

2021 ◽  
Author(s):  
Marta Kazimierska ◽  
Marta Podralska ◽  
Magdalena Zurawek ◽  
Tomasz Wozniak ◽  
Marta Elzbieta Kasprzyk ◽  
...  

The transcription factor MYC is a proto-oncogene with a well-documented essential role in the pathogenesis and maintenance of several types of cancer. MYC binds to specific E-box sequences in the genome to regulate expression of adjacent genes in a cell type- and developmental stage-specific manner. To date, a comprehensive analysis of direct MYC targets with essential roles in different types of cancer is missing. To enable identification of functional MYC binding sites and corresponding target genes, we designed a CRISPR/Cas9 library to destroy E-box sequences in a genome-wide fashion. As a proof of principle, using this library we identified several known and novel MYC targets critical for K562 chronic myelogenous leukemia cells and uncovered specific features of essential E-boxes. Our unique, well-validated tool opens new possibilities to gain novel insights into MYC-dependent vulnerabilities in any cancer type.

Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 1456-1456
Author(s):  
Laurie A Steiner ◽  
Vincent Schulz ◽  
Yelena Maksimova ◽  
David Tuck ◽  
Patrick G. Gallagher

Abstract Abstract 1456 Poster Board I-479 USF1 and USF2 are ubiquitously expressed basic helix-loop-helix leucine zipper proteins that participate in a large number of biologic processes. USF1 and USF2 bind DNA as homodimers or heterodimers, typically binding E box consensus motifs. One role of USF proteins is functioning as transcription factors. Although ubiquitously expressed, they regulate expression of many cell-type and developmental-stage specific genes, such as hepcidin in hepatocytes and surfactant protein A in fetal lung cells. Another role of USF proteins is in the maintenance of chromatin architecture in barrier insulator elements, such as the well characterized 5'HS4 insulator element in the chicken beta-globin locus. In mammalian erythroid cells, USF1 and USF2 participate in the regulation of beta-globin transcription, interacting both at hypersensitive site 2 (HS2) of the beta-globin locus control region (LCR) and at the beta-globin promoter. Depletion of USF proteins leads to decreased beta-globin production. We hypothesize that in addition to beta-globin, USF proteins are important for regulation of many erythroid expressed genes. To address this hypothesis, chromatin immunoprecipitation with antibodies against USF1 and USF2 was coupled with ultra high throughput, massively parallel sequencing (Illumina Solexa sequencing, ChIP-seq) to generate a genome-wide map of USF1 and USF2 occupancy in primary erythroid cells. To generate cells for ChIP and mRNA expression profiling, human CD34+ cells isolated from peripheral blood were cultured in serum free media with erythropoietin to induce erythroid differentiation. After 14 days in culture, FACS analysis was used to confirm cells were positive for both CD 71 and glycophorin A (the R3/R4 stage of erythroid development). mRNA transcript analyses were performed using Illumina human V6-2 expression arrays and quantitative real time RT-PCR. ChIP-seq experiments for USF1 and USF2 were done in duplicate and only binding sites present in both ChIP-seq replicates were included in data analyses. A total of 20450 USF1 and 21128 USF2 sites of occupancy were identified. Co-localization of USF1 and USF2 was common, with 16739 sites binding both USF1 and USF2 (81.9% of USF1 sites and 79.2% of USF2 sites). In an analysis of a subset of erythroid expressed focus genes, USF binding was associated with active transcription. In agreement with previous studies, there was binding of USF proteins in the beta-globin LCR, and beta-globin promoter. USF binding most commonly occurred close to annotated genes, with 48.5% of USF1 sites, 44.6% of USF 2 sites and 53.0% of sites of USF1-USF2 co-localization located within 1 kb of a transcription start site (TSS), supporting the role of USF proteins as a transcription factor in these locations. A small, but significant, number of USF binding sites were located in intergenic regions > 100 kb from any annotated TSS. (1206 USF1, 1408 USF2, and 776 USF1-USF2). Interestingly, at sites of intergenic binding, USF1 and USF2 were much less likely to co-localize, (64% of USF1 and 55% of USF2 sites), implying that the USF proteins serve a different function at these remote binding sites than at sites of binding in close proximity to a TSS. USF proteins can bind DNA in an E-box dependent or independent manner. The Weeder Algorithm (Pavesi, Bioinformatics, 2001) was used to determine the most common binding motifs for USF1 and USF2. Over-represented motifs at sites of USF1 and USF2 binding were similar, with the most common sequences being a canonical E-box, CACGTG, as well as the related sequences ACGTGA and TCACGT. This genome-wide map of USF binding correlated with mRNA expression data indicates that USF proteins serve several different, important functions throughout the human genome and support the hypothesis that USF proteins participate in the regulation of many erythroid-expressed genes. Disclosures No relevant conflicts of interest to declare.


eLife ◽  
2013 ◽  
Vol 2 ◽  
Author(s):  
Kazuhiro Shimomura ◽  
Vivek Kumar ◽  
Nobuya Koike ◽  
Tae-Kyung Kim ◽  
Jason Chong ◽  
...  

Genetic and molecular approaches have been critical for elucidating the mechanism of the mammalian circadian clock. Here, we demonstrate that the ClockΔ19 mutant behavioral phenotype is significantly modified by mouse strain genetic background. We map a suppressor of the ClockΔ19 mutation to a ∼900 kb interval on mouse chromosome 1 and identify the transcription factor, Usf1, as the responsible gene. A SNP in the promoter of Usf1 causes elevation of its transcript and protein in strains that suppress the Clock mutant phenotype. USF1 competes with the CLOCK:BMAL1 complex for binding to E-box sites in target genes. Saturation binding experiments demonstrate reduced affinity of the CLOCKΔ19:BMAL1 complex for E-box sites, thereby permitting increased USF1 occupancy on a genome-wide basis. We propose that USF1 is an important modulator of molecular and behavioral circadian rhythms in mammals.


2021 ◽  
Vol 9 (8) ◽  
pp. 1570
Author(s):  
Chien-Hsun Huang ◽  
Chih-Chieh Chen ◽  
Yu-Chun Lin ◽  
Chia-Hsuan Chen ◽  
Ai-Yun Lee ◽  
...  

The current taxonomy of the Lactiplantibacillus plantarum group comprises of 17 closely related species that are indistinguishable from each other by using commonly used 16S rRNA gene sequencing. In this study, a whole-genome-based analysis was carried out for exploring the highly distinguished target genes whose interspecific sequence identity is significantly less than those of 16S rRNA or conventional housekeeping genes. In silico analyses of 774 core genes by the cano-wgMLST_BacCompare analytics platform indicated that csbB, morA, murI, mutL, ntpJ, rutB, trmK, ydaF, and yhhX genes were the most promising candidates. Subsequently, the mutL gene was selected, and the discrimination power was further evaluated using Sanger sequencing. Among the type strains, mutL exhibited a clearly superior sequence identity (61.6–85.6%; average: 66.6%) to the 16S rRNA gene (96.7–100%; average: 98.4%) and the conventional phylogenetic marker genes (e.g., dnaJ, dnaK, pheS, recA, and rpoA), respectively, which could be used to separat tested strains into various species clusters. Consequently, species-specific primers were developed for fast and accurate identification of L. pentosus, L. argentoratensis, L. plantarum, and L. paraplantarum. During this study, one strain (BCRC 06B0048, L. pentosus) exhibited not only relatively low mutL sequence identities (97.0%) but also a low digital DNA–DNA hybridization value (78.1%) with the type strain DSM 20314T, signifying that it exhibits potential for reclassification as a novel subspecies. Our data demonstrate that mutL can be a genome-wide target for identifying and classifying the L. plantarum group species and for differentiating novel taxa from known species.


Genetics ◽  
2003 ◽  
Vol 164 (1) ◽  
pp. 247-258 ◽  
Author(s):  
Jinghong Li ◽  
Willis X Li

Abstract Overactivation of receptor tyrosine kinases (RTKs) has been linked to tumorigenesis. To understand how a hyperactivated RTK functions differently from wild-type RTK, we conducted a genome-wide systematic survey for genes that are required for signaling by a gain-of-function mutant Drosophila RTK Torso (Tor). We screened chromosomal deficiencies for suppression of a gain-of-function mutation tor (torGOF), which led to the identification of 26 genomic regions that, when in half dosage, suppressed the defects caused by torGOF. Testing of candidate genes in these regions revealed many genes known to be involved in Tor signaling (such as those encoding the Ras-MAPK cassette, adaptor and structural molecules of RTK signaling, and downstream target genes of Tor), confirming the specificity of this genetic screen. Importantly, this screen also identified components of the TGFβ (Dpp) and JAK/STAT pathways as being required for TorGOF signaling. Specifically, we found that reducing the dosage of thickveins (tkv), Mothers against dpp (Mad), or STAT92E (aka marelle), respectively, suppressed torGOF phenotypes. Furthermore, we demonstrate that in torGOF embryos, dpp is ectopically expressed and thus may contribute to the patterning defects. These results demonstrate an essential requirement of noncanonical signaling pathways for a persistently activated RTK to cause pathological defects in an organism.


2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Sebastian Carrasco Pro ◽  
Katia Bulekova ◽  
Brian Gregor ◽  
Adam Labadorf ◽  
Juan Ignacio Fuxman Bass

Abstract Single nucleotide variants (SNVs) located in transcriptional regulatory regions can result in gene expression changes that lead to adaptive or detrimental phenotypic outcomes. Here, we predict gain or loss of binding sites for 741 transcription factors (TFs) across the human genome. We calculated ‘gainability’ and ‘disruptability’ scores for each TF that represent the likelihood of binding sites being created or disrupted, respectively. We found that functional cis-eQTL SNVs are more likely to alter TF binding sites than rare SNVs in the human population. In addition, we show that cancer somatic mutations have different effects on TF binding sites from different TF families on a cancer-type basis. Finally, we discuss the relationship between these results and cancer mutational signatures. Altogether, we provide a blueprint to study the impact of SNVs derived from genetic variation or disease association on TF binding to gene regulatory regions.


Endocrinology ◽  
2018 ◽  
Vol 160 (1) ◽  
pp. 38-54 ◽  
Author(s):  
Keiichi Itoi ◽  
Ikuko Motoike ◽  
Ying Liu ◽  
Sam Clokie ◽  
Yasumasa Iwasaki ◽  
...  

Abstract Glucocorticoids (GCs) are essential for stress adaptation, acting centrally and in the periphery. Corticotropin-releasing factor (CRF), a major regulator of adrenal GC synthesis, is produced in the paraventricular nucleus of the hypothalamus (PVH), which contains multiple neuroendocrine and preautonomic neurons. GCs may be involved in diverse regulatory mechanisms in the PVH, but the target genes of GCs are largely unexplored except for the CRF gene (Crh), a well-known target for GC negative feedback. Using a genome-wide RNA-sequencing analysis, we identified transcripts that changed in response to either high-dose corticosterone (Cort) exposure for 12 days (12-day high Cort), corticoid deprivation for 7 days (7-day ADX), or acute Cort administration. Among others, canonical GC target genes were upregulated prominently by 12-day high Cort. Crh was upregulated or downregulated most prominently by either 7-day ADX or 12-day high Cort, emphasizing the recognized feedback effects of GC on the hypothalamic-pituitary-adrenal (HPA) axis. Concomitant changes in vasopressin and apelin receptor gene expression are likely to contribute to HPA repression. In keeping with the pleotropic cellular actions of GCs, 7-day ADX downregulated numerous genes of a broad functional spectrum. The transcriptome response signature differed markedly between acute Cort injection and 12-day high Cort. Remarkably, six immediate early genes were upregulated 1 hour after Cort injection, which was confirmed by quantitative reverse transcription PCR and semiquantitative in situ hybridization. This study may provide a useful database for studying the regulatory mechanisms of GC-dependent gene expression and repression in the PVH.


eLife ◽  
2016 ◽  
Vol 5 ◽  
Author(s):  
Rowena DeJesus ◽  
Francesca Moretti ◽  
Gregory McAllister ◽  
Zuncai Wang ◽  
Phil Bergman ◽  
...  

SQSTM1 is an adaptor protein that integrates multiple cellular signaling pathways and whose expression is tightly regulated at the transcriptional and post-translational level. Here, we describe a forward genetic screening paradigm exploiting CRISPR-mediated genome editing coupled to a cell selection step by FACS to identify regulators of SQSTM1. Through systematic comparison of pooled libraries, we show that CRISPR is superior to RNAi in identifying known SQSTM1 modulators. A genome-wide CRISPR screen exposed MTOR signalling and the entire macroautophagy machinery as key regulators of SQSTM1 and identified several novel modulators including HNRNPM, SLC39A14, SRRD, PGK1 and the ufmylation cascade. We show that ufmylation regulates SQSTM1 by eliciting a cell type-specific ER stress response which induces SQSTM1 expression and results in its accumulation in the cytosol. This study validates pooled CRISPR screening as a powerful method to map the repertoire of cellular pathways that regulate the fate of an individual target protein.


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