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Gene–environment interactions impact the adverse health effects of environmental exposure to toxicants. Identification of genetic factors modulating organismal and cellular response to environmental toxicants can inform risk assessment. Genome-wide clustered regularly interspaced short palindromic repeats (CRISPR)–based genetic perturbation screening has recently emerged as a powerful approach to illuminate complex cellular processes including mechanisms modulating chemical toxicity. Here, we review key studies that demonstrate the utility of CRISPR screens in deciphering the molecular determinants of sensitivity and tolerance to toxic substances. We reflect on key considerations for implementing a CRISPR screen in toxicology. We also discuss computational methods used for analyzing CRISPR screens and strategies for validating screening results. Finally, we highlight potential future directions to address limitations in CRISPR screening approaches as applied to toxicology.

The COVID-19 pandemic has resulted in 153 million infections and 3.2 million deaths as of May 2021. While effective vaccines are being administered globally, there is still a great need for antiviral therapies as potentially antigenically distinct SARS-CoV-2 variants continue to emerge across the globe. Viruses require host factors at every step in their life cycle, representing a rich pool of candidate targets for antiviral drug design. To identify host factors that promote SARS-CoV-2 infection with potential for broad-spectrum activity across the coronavirus family, we performed genome-scale CRISPR knockout screens in two cell lines (Vero E6 and HEK293T ectopically expressing ACE2) with SARS-CoV-2 and the common cold-causing human coronavirus OC43. While we identified multiple genes and functional pathways that have been previously reported to promote human coronavirus replication, we also identified a substantial number of novel genes and pathways. Of note, host factors involved in cell cycle regulation were enriched in our screens as were several key components of the programmed mRNA decay pathway. Finally, we identified novel candidate antiviral compounds targeting a number of factors revealed by our screens. Overall, our studies substantiate and expand the growing body of literature focused on understanding key human coronavirus-host cell interactions and exploit that knowledge for rational antiviral drug development.One Sentence SummaryGenome-wide CRISPR screens identified host factors that promote human coronavirus infection, revealing novel antiviral drug targets.

The use of genome editing tools is expanding our understanding of various human diseases by providing insight into gene-disease interactions. Despite the recognized role of toxicants in the development of human health issues and conditions, there is currently limited characterization of their mechanisms of action, and the application of CRISPR-based genome editing to the study of toxicants could help in the identification of novel gene-environment interactions. CRISPR-based functional screens enable identification of cellular mechanisms fundamental for response and susceptibility to a given toxicant. The aim of this review is to inform future directions in the application of CRISPR technologies in toxicological studies. We review and compare different types of CRISPR-based methods including pooled, anchored, combinatorial, and perturb-sequencing screens in vitro, in addition to pooled screenings in model organisms. © 2021 Wiley Periodicals LLC.

Formaldehyde (FA), a ubiquitous environmental pollutant, is classified as a Group I human carcinogen by the International Agency for Research on Cancer. Previously, we reported that FA induced hematotoxicity and chromosomal aneuploidy in exposed workers and toxicity in bone marrow and hematopoietic stem cells of experimental animals. Using functional toxicogenomic profiling in yeast, we identified genes and cellular processes modulating eukaryotic FA cytotoxicity. Although we validated some of these findings in yeast, many specific genes, pathways and mechanisms of action of FA in human cells are not known. In the current study, we applied genome-wide, loss-of-function CRISPR screening to identify modulators of FA toxicity in the human hematopoietic K562 cell line. We assessed the cellular genetic determinants of susceptibility and resistance to FA at 40, 100 and 150 μM (IC10, IC20 and IC60, respectively) at two time points, day 8 and day 20. We identified multiple candidate genes that increase sensitivity (e.g. ADH5, ESD and FANC family) or resistance (e.g. FASN and KDM6A) to FA when disrupted. Pathway analysis revealed a major role for the FA metabolism and Fanconi anemia pathway in FA tolerance, consistent with findings from previous studies. Additional network analyses revealed potential new roles for one-carbon metabolism, fatty acid synthesis and mTOR signaling in modulating FA toxicity. Validation of these novel findings will further enhance our understanding of FA toxicity in human cells. Our findings support the utility of CRISPR-based functional genomics screening of environmental chemicals.

Organochlorine pesticides, once widely used, are extremely persistent and bio-accumulative in the environment. Epidemiological studies have implicated that environmental exposure to organochlorine pesticides including dieldrin is a risk factor for the development of Parkinson’s disease. However, the pertinent mechanisms of action remain poorly understood. In this study, we carried out a genome-wide (Brunello library, 19 114 genes, 76 411 sgRNAs) CRISPR/Cas9 screen in human dopaminergic SH-SY5Y neuronal cells exposed to a chronic treatment (30 days) with dieldrin to identify cellular pathways that are functionally related to the chronic cellular toxicity. Our results indicate that dieldrin toxicity was enhanced by gene disruption of specific components of the ubiquitin proteasome system as well as, surprisingly, the protein degradation pathways previously implicated in inherited forms of Parkinson’s disease, centered on Parkin. In addition, disruption of regulatory components of the mTOR pathway which integrates cellular responses to both intra- and extracellular signals and is a central regulator for cell metabolism, growth, proliferation, and survival, led to increased sensitivity to dieldrin-induced cellular toxicity. This study is one of the first to apply a genome-wide CRISPR/Cas9-based functional gene disruption screening approach in an adherent neuronal cell line to globally decipher cellular mechanisms that contribute to environmental toxicant-induced neurotoxicity and provides novel insight into the dopaminergic neurotoxicity associated with chronic exposure to dieldrin.

Melanoma that strikes the uveal cells of the eye represents about 5% of all melanoma cases. Uveal melanoma is a highly aggressive form of cancer that exhibits a propensity to metastasize to the liver. At this time there are no effective treatments for metastatic uveal melanoma and new therapeutic strategies are urgently needed. The majority of uveal melanomas are derived from early activating mutations in the G-proteins GNA11 or GNAQ. In order to further explore and identify molecular mechanisms that uveal melanoma cell lines rely upon for proliferation and survival, we will perform CRISPR/Cas9 mediated synthetic lethality screening. To accomplish this, we will generate a uveal melanoma cell line 92.1 that expresses the endonuclease Cas9 and introduce a guide RNA library into it that targets the functional domains of epigenetic regulator proteins. Thus, we will be able to determine which epigenetic regulator genes are required for the survival and proliferation of these cells by measuring which guide RNAs "drop out" over time. The guide RNAs that drop out likely disrupt essential genes that the cell relies on for growth. Cells carrying these gRNAs are consequently depleted from the culture. This will indicate that Cas9 mediated disruption of the gene targeted by that guide RNA causes cell death and will therefore identify the key dependencies of the uveal melanoma cells. We expect that the results of these experiments will reveal novel genetic mechanisms characteristic of GNAQ mutant uveal melanoma cells which could be therapeutically targeted in the future.

Background: Acute Lymphoblastic Leukemia (ALL) is the most common childhood cancer and frequently infiltrates the central nervous system (CNS). CNS-directed therapy is currently limited to intrathecal and systemic high-dose methotrexate, or less commonly craniospinal irradiation, both of which are associated with substantial neurotoxicity. A lack of mechanistic understanding of the mechanisms of CNS infiltration presents an obstacle for the development of more specific and less toxic therapeutic approaches. We previously showed that ALL cells with a specific mutation (E1099K) in the histone methyltransferase NSD2 have aggressive CNS tropism by not only infiltrating the leptomeninges but also the brain parenchyma in murine xenografts models. Analysis of cBioPortal data shows that NSD2-E1099K is associated with a higher rate of testicular involvement in ALL also suggesting more aggressive infiltration behavior of the tumor. Accordingly, using gene editing to revert mutant NSD2 back to wild-type, we also showed that NSD2-E1099K cells have an enhanced ability to migrate and adhere in vitro. RNA-seq data on four NSD2-E1099K cell lines revealed genes that may play a role in ALL brain infiltration. However, it remains unknown which of those upregulated genes could be potential therapeutic targets against CNS leukemia. Aim: This study aims to Identify therapeutically targetable genes that are important for migration of NSD2-E1099K ALL cells Methods: Using a focused CRISPR-gene-knockout library of 5600 sgRNAs directed against 500 genes upregulated in NSD2-E1099K cells, we ascertained the necessity of the selected genes for migration in the RCH-ACV cell line. Candidate genes were evaluated for cellular dependency using a CRISPR-loss of function screen and the cancer dependency map portal. Overexpression of the candidate genes in NSD2-E1099K cell lines was confirmed with qPCR analysis. Candidate genes were validated by individual shRNA knockdown followed by migration and adhesion assays. Results: Our study identified genes whose knockout led to enhancement of migration and others whose knockout resulted in inhibition of migration. Protein Tyrosine Phosphatase Receptor Type G (PTPRG) was one of the top candidate genes whose knockout resulted in inhibition of migration. Dependency map analysis showed that PTPRG is not a commonly essential gene and a CRISPR-based-loss-of function screen performed in parallel to the migration screen confirmed that ALL cell survival is not dependent on PTPRG. We also found that PTPRG is overexpressed in multiple NSD2-E1099K ALL cell lines. Individual Knockdown of PTPRG in NSD2-E1099K ALL cell lines not only inhibited migration, but also led to a loss of adhesion ability to endothelial cells of the Blood Brain Barrier. Conclusions: Our findings implicate PTPRG as an important modulator of migration and adhesion in ALL cells and a potential therapeutic target for preventing ALL brain infiltration, especially in NSD2-E1099K ALL. Disclosures Licht: Epizyme: Research Funding.

CCCTC-binding factor (CTCF)-mediated stable topologically associating domains (TADs) play a critical role in constraining interactions of DNA elements that are located in neighboring TADs. CTCF plays an important role in regulating the spatial and temporal expression of HOX genes that control embryonic development, body patterning, hematopoiesis, and leukemogenesis. However, it remains largely unknown whether and how HOX loci associated CTCF boundaries regulate chromatin organization and HOX gene expression. In the current protocol, a specific sgRNA pooled library targeting all CTCF binding sites in the HOXA/B/C/D loci has been generated to examine the effects of disrupting CTCF-associated chromatin boundaries on TAD formation and HOX gene expression. Through CRISPR-Cas9 genetic screening, the CTCF binding site located between HOXA7/HOXA9 genes (CBS7/9) has been identified as a critical regulator of oncogenic chromatin domain, as well as being important for maintaining ectopic HOX gene expression patterns in MLL-rearranged acute myeloid leukemia (AML). Thus, this sgRNA library screening approach provides novel insights into CTCF mediated genome organization in specific gene loci and also provides a basis for the functional characterization of the annotated genetic regulatory elements, both coding and noncoding, during normal biological processes in the post-human genome project era.

Acetaldehyde, a metabolite of ethanol, is a cellular toxicant and a human carcinogen. A genome-wide CRISPR-based loss-of-function screen in erythroleukemic K562 cells revealed candidate genetic contributors affecting acetaldehyde cytotoxicity. Secondary screening exposing cells to a lower acetaldehyde dose simultaneously validated multiple candidate genes whose loss results in increased sensitivity to acetaldehyde. Disruption of genes encoding components of various DNA repair pathways increased cellular sensitivity to acetaldehyde. Unexpectedly, the tumor suppressor gene OVCA2, whose function is unknown, was identified in our screen as a determinant of acetaldehyde tolerance. Disruption of the OVCA2 gene resulted in increased acetaldehyde sensitivity and higher accumulation of the acetaldehyde-derived DNA adduct N2-ethylidene-dG. Together these results are consistent with a role for OVCA2 in adduct removal and/or DNA repair.

Despite the use of intensive chemotherapeutic regimens containing ara-C, daunorubicin and etoposide (ADE), in combination with stem cell transplantation for high-risk group patients, approximately significant patients experience relapse. Resistant and relapsed disease remains the most prevalent forms of clinical failure in treating this disease. The current scientific challenge is to identify candidate genes that are truly essential to drug resistance and thus may be pharmacologically targeted in a clinically effective manner. The development of the CRISPR/cas9 genome editing tool has dramatically improved the capabilities for functional screening in multiple systems including AML where genome-wide drop-out screens in AML cancer cell lines identified AML-essential genes. None of the studies have unfortunately integrated the CRISPR/cas9 screening tool with patient outcome data. In this study, we have successfully performed Genome scale Crispr knock out GeCKO -CRISPR/cas9 screening using Brunello library (targeting 19,114 genes) in K562 cell lines followed by treatments with etoposide, dauno and cytarabine. We performed a large-scale transduction into ~30 x 106 cells at a low multiplicity of infection (0.3). After puromycin selection the mutant cell library was exposed in triplicate to IC30 concentration of chemotherapeutic agents for up to 18 days with collection of samples at day 4 (ara-C, dauno, etoposide) days 12 and 18 (dauno and etoposide). A vehicle-only exposure was similarly carried out for 18 days. Direct sequencing of PCR amplified sgRNA guides from the pooled cells by short read sequencing (Illumina) was used to quantify the representation of each knockout clone in the pooled population (schema shown in Fig 1). The relative enrichment/depletion of each knockout clone was determined by ratio of the abundance of each clone between two samples. The FASTX-Toolkit, was used to extract the unique sgRNA sequences which were assembled into a Burrows-Wheeler index using the Bowtie build-index function and number of uniquely aligned reads for each sgRNA were calculated. The MaGeCK algorithms was used to analyze the read count data and perform statistical comparisons. The results for the etoposide screening are shown in Fig 2, overall 17 genes showed significant association with responsiveness to etoposide at all the three different time points (4, 12 and 18 days). Further investigation of these candidate genes in AML patients treated on AML02 trial demonstrated consistent and significant association between expression levels of several genes identified in CRISPR screening and clinical outcome. Fig 3 shows a representative result for 2 of the genes identified in etoposide screening, ABCC1and RAD54L2 both were associated with etoposide resistance in CRISPR screening and concordantly high expression was associated with greater induction 1 MRD, inferior event free survival (EFS, Fig 3) and overall survival (OS) in the AML02 cohort. ABCC1 is a drug efflux transporter that has been implicated in resistance to etoposide and daunorubicin as well as has been associated with poor prognosis in AML consistent with our results. RAD54L2, is a helicase involved in DNA damage repair response pathway. Other genes of interest identified in etoposide screening with significant association with clinical endpoints as MRD, EFS and OS included TKT, involved in pentose phosphate pathway and implicated in regulation of metabolic switch in cancer. A nucleotide excision repair gene, RAD23B, implicated in breast cancer progression as well as in CML and ALL. Similarly, for daunorubicin and cytarabine CRISPR/cas9 synthetic lethal screening identified target genes of clinical relevance that will be discussed in the presentation. Our approach shows that using CRISPR/cas9 targeted synthetic lethal screening as a reliable approach to not only identify and establish genes predictive of drug resistance and poor outcome but also potential targets for novel drug development that could be used in combination with currently approved agents. Disclosures No relevant conflicts of interest to declare.