Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 31
Filter
1.
Cancer Discov ; 13(3): 766-795, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36576405

ABSTRACT

Systematic identification of signaling pathways required for the fitness of cancer cells will facilitate the development of new cancer therapies. We used gene essentiality measurements in 1,086 cancer cell lines to identify selective coessentiality modules and found that a ubiquitin ligase complex composed of UBA6, BIRC6, KCMF1, and UBR4 is required for the survival of a subset of epithelial tumors that exhibit a high degree of aneuploidy. Suppressing BIRC6 in cell lines that are dependent on this complex led to a substantial reduction in cell fitness in vitro and potent tumor regression in vivo. Mechanistically, BIRC6 suppression resulted in selective activation of the integrated stress response (ISR) by stabilization of the heme-regulated inhibitor, a direct ubiquitination target of the UBA6/BIRC6/KCMF1/UBR4 complex. These observations uncover a novel ubiquitination cascade that regulates ISR and highlight the potential of ISR activation as a new therapeutic strategy. SIGNIFICANCE: We describe the identification of a heretofore unrecognized ubiquitin ligase complex that prevents the aberrant activation of the ISR in a subset of cancer cells. This provides a novel insight on the regulation of ISR and exposes a therapeutic opportunity to selectively eliminate these cancer cells. See related commentary Leli and Koumenis, p. 535. This article is highlighted in the In This Issue feature, p. 517.


Subject(s)
Carcinoma , Humans , Ubiquitination , Cell Line , Signal Transduction , Ubiquitins
2.
Clin Cancer Res ; 28(21): 4689-4701, 2022 11 01.
Article in English | MEDLINE | ID: mdl-35776130

ABSTRACT

PURPOSE: Advanced/metastatic forms of clear-cell renal cell carcinomas (ccRCC) have limited therapeutic options. Genome-wide genetic screens have identified cellular dependencies in many cancers. Using the Broad Institute/Novartis combined short hairpin RNA (shRNA) dataset, and cross-validation with the CRISPR/Cas9 DepMap (21Q3) dataset, we sought therapeutically actionable dependencies in kidney lineage cancers. EXPERIMENTAL DESIGN: We identified preferential genetic dependencies in kidney cancer cells versus other lineages. BCL2L1, which encodes the BCL-XL antiapoptotic protein, scored as the top actionable dependency. We validated this finding using genetic and pharmacologic tools in a panel of ccRCC cell lines. Select BCL-XL-dependent (versus independent) cell lines were then transcriptionally profiled to identify biomarkers and mechanistic drivers of BCL-XL dependence. Cell-based studies (in vitro and in vivo) and clinical validations were used to address physiologic relevance. RESULTS: Inactivation of BCL-XL, but not BCL-2, led to fitness defects in renal cancer cells, and sensitized them to chemotherapeutics. Transcriptomic profiling identified a "BCL-XL dependency" signature, including an elevated mesenchymal gene signature. A mesenchymal state was both necessary and sufficient to confer increased BCL-XL dependence. The "BCL-XL dependency" signature was observed in approximately 30% of human ccRCCs, which were also associated with worse clinical outcomes. Finally, an orally bioavailable BCL-XL inhibitor, A-1331852, showed antitumor efficacy in vivo. CONCLUSIONS: Our studies uncovered an unexpected link between cell state and BCL-XL dependence in ccRCC. Therapeutic agents that specifically target BCL-XL are available. Our work justifies testing the utility of BCL-XL blockade to target, likely, a clinically aggressive subset of human kidney cancers. See related commentary by Wang et al., p. 4600.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/genetics , Cell Line, Tumor , bcl-X Protein/genetics , bcl-X Protein/metabolism , Proto-Oncogene Proteins c-bcl-2/genetics , Proto-Oncogene Proteins c-bcl-2/metabolism , Apoptosis/genetics , Kidney Neoplasms/drug therapy , Kidney Neoplasms/genetics , RNA, Small Interfering
3.
Nat Cancer ; 3(6): 681-695, 2022 06.
Article in English | MEDLINE | ID: mdl-35437317

ABSTRACT

Despite advances in precision medicine, the clinical prospects for patients with ovarian and uterine cancers have not substantially improved. Here, we analyzed genome-scale CRISPR-Cas9 loss-of-function screens across 851 human cancer cell lines and found that frequent overexpression of SLC34A2-encoding a phosphate importer-is correlated with sensitivity to loss of the phosphate exporter XPR1, both in vitro and in vivo. In patient-derived tumor samples, we observed frequent PAX8-dependent overexpression of SLC34A2, XPR1 copy number amplifications and XPR1 messenger RNA overexpression. Mechanistically, in SLC34A2-high cancer cell lines, genetic or pharmacologic inhibition of XPR1-dependent phosphate efflux leads to the toxic accumulation of intracellular phosphate. Finally, we show that XPR1 requires the novel partner protein KIDINS220 for proper cellular localization and activity, and that disruption of this protein complex results in acidic "vacuolar" structures preceding cell death. These data point to the XPR1-KIDINS220 complex and phosphate dysregulation as a therapeutic vulnerability in ovarian cancer.


Subject(s)
Membrane Proteins , Nerve Tissue Proteins , Ovarian Neoplasms , Female , Humans , Membrane Proteins/genetics , Membrane Proteins/metabolism , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Phosphates/pharmacology , Receptors, G-Protein-Coupled/genetics , Receptors, Virus/genetics , Xenotropic and Polytropic Retrovirus Receptor/genetics , Xenotropic and Polytropic Retrovirus Receptor/metabolism
4.
Case Rep Neurol ; 14(1): 58-67, 2022.
Article in English | MEDLINE | ID: mdl-35350287

ABSTRACT

Parsonage-Turner syndrome (PTS) following COVID-19 infection or vaccination is rare. The pathophysiology may involve an immune-mediated inflammatory reaction against brachial plexus nerve fibers in a genetically predisposed individual. We describe the clinical and electromyographic features of 6 patients presenting with the clinical picture of PTS following COVID-19 vaccination. All patients were referred for electromyographic studies to evaluate the acute onset of pain in the shoulder girdle/upper limb accompanied by muscle weakness in the distribution of one or more branches of the brachial plexus. Each patient had received the COVID-19 vaccine within a few weeks prior to the onset of symptoms. Patients underwent detailed neurological examinations followed by nerve conduction and EMG studies. The patients developed symptoms after a mean duration of 17 days (5 days-8 weeks) after receiving the COVID-19 vaccine. The initial symptom was pain in the shoulder girdle/upper limb, followed within days by muscle weakness. Physical examinations and EMG studies showed upper trunk brachial plexopathy in 2 patients, lower trunk plexopathy in 1 patient, posterior cord brachial plexopathy in 1 patient, and anterior/posterior interosseous nerve involvement in 2 patients. All patients either improved or attained complete resolution of the arm pain at follow-up. Three (50%) patients did not have any improvement in the arm/hand weakness, while 3 (50%) patients had some recovery in strength. PTS may occur after the COVID-19 vaccine and should be suspected in patients with symptoms and signs suggestive of acute brachial plexopathy. Studies of a larger series may provide insight into predisposing factors.

5.
Clin Transplant ; 36(3): e14558, 2022 03.
Article in English | MEDLINE | ID: mdl-34923658

ABSTRACT

INTRODUCTION: Management of immunosuppression in a kidney transplant recipient with a failed allograft is complex; continuation carries infectious and metabolic risks, and discontinuation can lead to sensitization. METHODS: We evaluated risk factors for sensitization in 89 kidney or simultaneous kidney-pancreas recipients, whose kidney transplant failed after January, 2013 and who were subsequently re-evaluated for kidney transplantation. RESULTS: Among recipients with pre graft failure cPRA < 50%, calcineurin inhibitor (CNI) continuation (OR .11, P = .003) and steroid continuation (OR .17, P = .04) were associated with significantly lower odds of developing an absolute increase in cPRA of ≥50%. Each additional HLA mismatch was associated with OR of 2.16 (P = .02). CNI use was associated with OR of .09 (P = .001) for increase in cPRA to ≥80% if pre graft failure cPRA was <50%, and OR of .08 (P = .02) for increase in cPRA to ≥98% if pre graft cPRA was <80%. Anti-metabolites were continued more often among recipients who had a <50% increase (P = .006); however, the association was lost on multivariate analyses. Weaning off immunosuppression and higher number of HLA mismatches are associated with greater likelihood of sensitization. CONCLUSION: While both CNI and steroid continuation conferred some protection against increase in cPRA, CNI continuation was the only factor protecting against becoming highly sensitized.


Subject(s)
Graft Rejection , Renal Insufficiency , Allografts , Calcineurin Inhibitors , Female , Graft Rejection/etiology , Graft Survival , HLA Antigens , Histocompatibility Testing , Humans , Immunosuppressive Agents/adverse effects , Kidney , Male
6.
Nat Genet ; 53(12): 1664-1672, 2021 12.
Article in English | MEDLINE | ID: mdl-34857952

ABSTRACT

Although single-gene perturbation screens have revealed a number of new targets, vulnerabilities specific to frequently altered drivers have not been uncovered. An important question is whether the compensatory relationship between functionally redundant genes masks potential therapeutic targets in single-gene perturbation studies. To identify digenic dependencies, we developed a CRISPR paralog targeting library to investigate the viability effects of disrupting 3,284 genes, 5,065 paralog pairs and 815 paralog families. We identified that dual inactivation of DUSP4 and DUSP6 selectively impairs growth in NRAS and BRAF mutant cells through the hyperactivation of MAPK signaling. Furthermore, cells resistant to MAPK pathway therapeutics become cross-sensitized to DUSP4 and DUSP6 perturbations such that the mechanisms of resistance to the inhibitors reinforce this mechanism of vulnerability. Together, multigene perturbation technologies unveil previously unrecognized digenic vulnerabilities that may be leveraged as new therapeutic targets in cancer.


Subject(s)
Dual Specificity Phosphatase 6/genetics , Dual-Specificity Phosphatases/genetics , MAP Kinase Signaling System , Mitogen-Activated Protein Kinase Phosphatases/genetics , Neoplasms/genetics , Cell Line, Tumor , Clustered Regularly Interspaced Short Palindromic Repeats , Enzyme Activation , GTP Phosphohydrolases/genetics , Gene Knockout Techniques , Humans , Melanoma, Experimental/genetics , Melanoma, Experimental/therapy , Membrane Proteins/genetics , Neoplasms/enzymology , Neoplasms/metabolism , Neoplasms/therapy , Proto-Oncogene Proteins B-raf/genetics
8.
Cancer Cell ; 39(6): 827-844.e10, 2021 06 14.
Article in English | MEDLINE | ID: mdl-34129824

ABSTRACT

The core cohesin subunit STAG2 is recurrently mutated in Ewing sarcoma but its biological role is less clear. Here, we demonstrate that cohesin complexes containing STAG2 occupy enhancer and polycomb repressive complex (PRC2)-marked regulatory regions. Genetic suppression of STAG2 leads to a compensatory increase in cohesin-STAG1 complexes, but not in enhancer-rich regions, and results in reprogramming of cis-chromatin interactions. Strikingly, in STAG2 knockout cells the oncogenic genetic program driven by the fusion transcription factor EWS/FLI1 was highly perturbed, in part due to altered enhancer-promoter contacts. Moreover, loss of STAG2 also disrupted PRC2-mediated regulation of gene expression. Combined, these transcriptional changes converged to modulate EWS/FLI1, migratory, and neurodevelopmental programs. Finally, consistent with clinical observations, functional studies revealed that loss of STAG2 enhances the metastatic potential of Ewing sarcoma xenografts. Our findings demonstrate that STAG2 mutations can alter chromatin architecture and transcriptional programs to promote an aggressive cancer phenotype.


Subject(s)
Bone Neoplasms/genetics , Bone Neoplasms/pathology , Cell Cycle Proteins/genetics , Sarcoma, Ewing/genetics , Sarcoma, Ewing/pathology , Animals , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Movement/genetics , Chromosomal Proteins, Non-Histone/metabolism , Enhancer Elements, Genetic , Female , Gene Expression Regulation, Neoplastic , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Mice, Inbred NOD , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Oncogene Proteins, Fusion/genetics , POU Domain Factors/genetics , POU Domain Factors/metabolism , Polycomb Repressive Complex 2/genetics , Polycomb Repressive Complex 2/metabolism , Promoter Regions, Genetic , Proto-Oncogene Protein c-fli-1/genetics , RNA-Binding Protein EWS/genetics , Xenograft Model Antitumor Assays , Zebrafish/genetics , Cohesins
9.
Nat Genet ; 53(4): 529-538, 2021 04.
Article in English | MEDLINE | ID: mdl-33753930

ABSTRACT

Exciting therapeutic targets are emerging from CRISPR-based screens of high mutational-burden adult cancers. A key question, however, is whether functional genomic approaches will yield new targets in pediatric cancers, known for remarkably few mutations, which often encode proteins considered challenging drug targets. To address this, we created a first-generation pediatric cancer dependency map representing 13 pediatric solid and brain tumor types. Eighty-two pediatric cancer cell lines were subjected to genome-scale CRISPR-Cas9 loss-of-function screening to identify genes required for cell survival. In contrast to the finding that pediatric cancers harbor fewer somatic mutations, we found a similar complexity of genetic dependencies in pediatric cancer cell lines compared to that in adult models. Findings from the pediatric cancer dependency map provide preclinical support for ongoing precision medicine clinical trials. The vulnerabilities observed in pediatric cancers were often distinct from those in adult cancer, indicating that repurposing adult oncology drugs will be insufficient to address childhood cancers.


Subject(s)
Chromosome Mapping/methods , Gene Expression Regulation, Neoplastic , Genome, Human , Mutation , Neoplasm Proteins/genetics , Neoplasms/genetics , Adult , CRISPR-Associated Protein 9/genetics , CRISPR-Associated Protein 9/metabolism , CRISPR-Cas Systems , Cell Line, Tumor , Child , Clustered Regularly Interspaced Short Palindromic Repeats , Gene Editing , Gene Expression Profiling , Genetic Predisposition to Disease , Humans , Neoplasm Proteins/classification , Neoplasm Proteins/metabolism , Neoplasms/metabolism , Neoplasms/pathology , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/metabolism
10.
JCI Insight ; 6(3)2021 02 08.
Article in English | MEDLINE | ID: mdl-33351783

ABSTRACT

The cohesin complex plays an essential role in chromosome maintenance and transcriptional regulation. Recurrent somatic mutations in the cohesin complex are frequent genetic drivers in cancer, including myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML). Here, using genetic dependency screens of stromal antigen 2-mutant (STAG2-mutant) AML, we identified DNA damage repair and replication as genetic dependencies in cohesin-mutant cells. We demonstrated increased levels of DNA damage and sensitivity of cohesin-mutant cells to poly(ADP-ribose) polymerase (PARP) inhibition. We developed a mouse model of MDS in which Stag2 mutations arose as clonal secondary lesions in the background of clonal hematopoiesis driven by tet methylcytosine dioxygenase 2 (Tet2) mutations and demonstrated selective depletion of cohesin-mutant cells with PARP inhibition in vivo. Finally, we demonstrated a shift from STAG2- to STAG1-containing cohesin complexes in cohesin-mutant cells, which was associated with longer DNA loop extrusion, more intermixing of chromatin compartments, and increased interaction with PARP and replication protein A complex. Our findings inform the biology and therapeutic opportunities for cohesin-mutant malignancies.


Subject(s)
Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , DNA Repair/genetics , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Mutation , Myelodysplastic Syndromes/genetics , Myelodysplastic Syndromes/metabolism , Animals , Cell Line, Tumor , Chromatin/genetics , Chromatin/metabolism , DNA Damage , Disease Models, Animal , Female , Humans , K562 Cells , Leukemia, Myeloid, Acute/drug therapy , Male , Mice , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, Mutant Strains , Mice, SCID , Mice, Transgenic , Myelodysplastic Syndromes/drug therapy , Nuclear Proteins/genetics , Phthalazines/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , U937 Cells , Xenograft Model Antitumor Assays , Cohesins
11.
Cell Rep ; 33(11): 108493, 2020 12 15.
Article in English | MEDLINE | ID: mdl-33326793

ABSTRACT

Few therapies target the loss of tumor suppressor genes in cancer. We examine CRISPR-SpCas9 and RNA-interference loss-of-function screens to identify new therapeutic targets associated with genomic loss of tumor suppressor genes. The endosomal sorting complexes required for transport (ESCRT) ATPases VPS4A and VPS4B score as strong synthetic lethal dependencies. VPS4A is essential in cancers harboring loss of VPS4B adjacent to SMAD4 on chromosome 18q and VPS4B is required in tumors with co-deletion of VPS4A and CDH1 (E-cadherin) on chromosome 16q. We demonstrate that more than 30% of cancers selectively require VPS4A or VPS4B. VPS4A suppression in VPS4B-deficient cells selectively leads to ESCRT-III filament accumulation, cytokinesis defects, nuclear deformation, G2/M arrest, apoptosis, and potent tumor regression. CRISPR-SpCas9 screening and integrative genomic analysis reveal other ESCRT members, regulators of abscission, and interferon signaling as modifiers of VPS4A dependency. We describe a compendium of synthetic lethal vulnerabilities and nominate VPS4A and VPS4B as high-priority therapeutic targets for cancers with 18q or 16q loss.


Subject(s)
ATPases Associated with Diverse Cellular Activities/metabolism , Endosomal Sorting Complexes Required for Transport/metabolism , Neoplasms/genetics , Vacuolar Proton-Translocating ATPases/metabolism , Cell Line, Tumor , Humans
12.
Nat Commun ; 10(1): 5817, 2019 12 20.
Article in English | MEDLINE | ID: mdl-31862961

ABSTRACT

Genome-scale CRISPR-Cas9 viability screens performed in cancer cell lines provide a systematic approach to identify cancer dependencies and new therapeutic targets. As multiple large-scale screens become available, a formal assessment of the reproducibility of these experiments becomes necessary. We analyze data from recently published pan-cancer CRISPR-Cas9 screens performed at the Broad and Sanger Institutes. Despite significant differences in experimental protocols and reagents, we find that the screen results are highly concordant across multiple metrics with both common and specific dependencies jointly identified across the two studies. Furthermore, robust biomarkers of gene dependency found in one data set are recovered in the other. Through further analysis and replication experiments at each institute, we show that batch effects are driven principally by two key experimental parameters: the reagent library and the assay length. These results indicate that the Broad and Sanger CRISPR-Cas9 viability screens yield robust and reproducible findings.


Subject(s)
Biomarkers, Tumor/genetics , CRISPR-Cas Systems/genetics , Drug Screening Assays, Antitumor/methods , Genomics/methods , Neoplasms/genetics , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/antagonists & inhibitors , Cell Line, Tumor , Datasets as Topic , Gene Expression Profiling , Genes, Essential/drug effects , Genes, Essential/genetics , Humans , Molecular Targeted Therapy/methods , Neoplasms/drug therapy , Oncogenes/drug effects , Oncogenes/genetics , Precision Medicine/methods , Reproducibility of Results , Small Molecule Libraries/pharmacology
13.
Cell Rep ; 28(9): 2331-2344.e8, 2019 08 27.
Article in English | MEDLINE | ID: mdl-31461650

ABSTRACT

Cancer is often seen as a disease of mutations and chromosomal abnormalities. However, some cancers, including pediatric rhabdoid tumors (RTs), lack recurrent alterations targetable by current drugs and need alternative, informed therapeutic options. To nominate potential targets, we performed a high-throughput small-molecule screen complemented by a genome-scale CRISPR-Cas9 gene-knockout screen in a large number of RT and control cell lines. These approaches converged to reveal several receptor tyrosine kinases (RTKs) as therapeutic targets, with RTK inhibition effective in suppressing RT cell growth in vitro and against a xenograft model in vivo. RT cell lines highly express and activate (phosphorylate) different RTKs, creating dependency without mutation or amplification. Downstream of RTK signaling, we identified PTPN11, encoding the pro-growth signaling protein SHP2, as a shared dependency across all RT cell lines. This study demonstrates that large-scale perturbational screening can uncover vulnerabilities in cancers with "quiet" genomes.


Subject(s)
Antineoplastic Agents/pharmacology , Protein Kinase Inhibitors/pharmacology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/antagonists & inhibitors , Rhabdoid Tumor/genetics , Animals , Antineoplastic Agents/therapeutic use , CRISPR-Cas Systems , Cell Line, Tumor , Female , HEK293 Cells , Humans , Mice , Mice, Nude , Mutation , Protein Kinase Inhibitors/therapeutic use , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Rhabdoid Tumor/drug therapy , Small Molecule Libraries/pharmacology
14.
Cancer Res ; 79(9): 2404-2414, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30755442

ABSTRACT

Malignant rhabdoid tumors (MRT) are highly aggressive pediatric cancers that respond poorly to current therapies. In this study, we screened several MRT cell lines with large-scale RNAi, CRISPR-Cas9, and small-molecule libraries to identify potential drug targets specific for these cancers. We discovered MDM2 and MDM4, the canonical negative regulators of p53, as significant vulnerabilities. Using two compounds currently in clinical development, idasanutlin (MDM2-specific) and ATSP-7041 (MDM2/4-dual), we show that MRT cells were more sensitive than other p53 wild-type cancer cell lines to inhibition of MDM2 alone as well as dual inhibition of MDM2/4. These compounds caused significant upregulation of the p53 pathway in MRT cells, and sensitivity was ablated by CRISPR-Cas9-mediated inactivation of TP53. We show that loss of SMARCB1, a subunit of the SWI/SNF (BAF) complex mutated in nearly all MRTs, sensitized cells to MDM2 and MDM2/4 inhibition by enhancing p53-mediated apoptosis. Both MDM2 and MDM2/4 inhibition slowed MRT xenograft growth in vivo, with a 5-day idasanutlin pulse causing marked regression of all xenografts, including durable complete responses in 50% of mice. Together, these studies identify a genetic connection between mutations in the SWI/SNF chromatin-remodeling complex and the tumor suppressor gene TP53 and provide preclinical evidence to support the targeting of MDM2 and MDM4 in this often-fatal pediatric cancer. SIGNIFICANCE: This study identifies two targets, MDM2 and MDM4, as vulnerabilities in a deadly pediatric cancer and provides preclinical evidence that compounds inhibiting these proteins have therapeutic potential.


Subject(s)
Cell Cycle Proteins/antagonists & inhibitors , Gene Expression Regulation, Neoplastic/drug effects , Proto-Oncogene Proteins c-mdm2/antagonists & inhibitors , Proto-Oncogene Proteins/antagonists & inhibitors , Rhabdoid Tumor/drug therapy , Animals , Antineoplastic Agents/pharmacology , Apoptosis , CRISPR-Cas Systems , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Proliferation , Female , Humans , Mice , Mice, Nude , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins c-mdm2/genetics , Proto-Oncogene Proteins c-mdm2/metabolism , Rhabdoid Tumor/genetics , Rhabdoid Tumor/metabolism , Rhabdoid Tumor/pathology , SMARCB1 Protein/genetics , SMARCB1 Protein/metabolism , Tumor Cells, Cultured , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Xenograft Model Antitumor Assays
15.
Nat Commun ; 9(1): 4610, 2018 11 02.
Article in English | MEDLINE | ID: mdl-30389920

ABSTRACT

The availability of multiple datasets comprising genome-scale RNAi viability screens in hundreds of diverse cancer cell lines presents new opportunities for understanding cancer vulnerabilities. Integrated analyses of these data to assess differential dependency across genes and cell lines are challenging due to confounding factors such as batch effects and variable screen quality, as well as difficulty assessing gene dependency on an absolute scale. To address these issues, we incorporated cell line screen-quality parameters and hierarchical Bayesian inference into DEMETER2, an analytical framework for analyzing RNAi screens ( https://depmap.org/R2-D2 ). This model substantially improves estimates of gene dependency across a range of performance measures, including identification of gold-standard essential genes and agreement with CRISPR/Cas9-based viability screens. It also allows us to integrate information across three large RNAi screening datasets, providing a unified resource representing the most extensive compilation of cancer cell line genetic dependencies to date.


Subject(s)
Genetic Testing , Models, Genetic , Neoplasms/genetics , RNA Interference , Genes, Essential , Humans , Software
16.
Commun Biol ; 1: 21, 2018.
Article in English | MEDLINE | ID: mdl-30271908

ABSTRACT

Estimations of tropical insect diversity generally suffer from lack of known groups or faunas against which extrapolations can be made, and have seriously underestimated the diversity of some taxa. Here we report the intensive inventory of a four-hectare tropical cloud forest in Costa Rica for one year, which yielded 4332 species of Diptera, providing the first verifiable basis for diversity of a major group of insects at a single site in the tropics. In total 73 families were present, all of which were studied to the species level, providing potentially complete coverage of all families of the order likely to be present at the site. Even so, extrapolations based on our data indicate that with further sampling, the actual total for the site could be closer to 8000 species. Efforts to completely sample a site, although resource-intensive and time-consuming, are needed to better ground estimations of world biodiversity based on limited sampling.

17.
Nat Genet ; 50(9): 1240-1246, 2018 09.
Article in English | MEDLINE | ID: mdl-30127528

ABSTRACT

Childhood high-risk neuroblastomas with MYCN gene amplification are difficult to treat effectively1. This has focused attention on tumor-specific gene dependencies that underlie tumorigenesis and thus provide valuable targets for the development of novel therapeutics. Using unbiased genome-scale CRISPR-Cas9 approaches to detect genes involved in tumor cell growth and survival2-6, we identified 147 candidate gene dependencies selective for MYCN-amplified neuroblastoma cell lines, compared to over 300 other human cancer cell lines. We then used genome-wide chromatin-immunoprecipitation coupled to high-throughput sequencing analysis to demonstrate that a small number of essential transcription factors-MYCN, HAND2, ISL1, PHOX2B, GATA3, and TBX2-are members of the transcriptional core regulatory circuitry (CRC) that maintains cell state in MYCN-amplified neuroblastoma. To disable the CRC, we tested a combination of BRD4 and CDK7 inhibitors, which act synergistically, in vitro and in vivo, with rapid downregulation of CRC transcription factor gene expression. This study defines a set of critical dependency genes in MYCN-amplified neuroblastoma that are essential for cell state and survival in this tumor.


Subject(s)
Gene Expression Regulation, Neoplastic , N-Myc Proto-Oncogene Protein/genetics , Neuroblastoma/genetics , Transcription, Genetic , Animals , CRISPR-Cas Systems , Cell Line, Tumor , Disease Models, Animal , Down-Regulation , Female , Gene Amplification , Humans , Mice , Mice, Nude , Transcription Factors/genetics
18.
Nat Genet ; 50(7): 937-943, 2018 07.
Article in English | MEDLINE | ID: mdl-29955178

ABSTRACT

Functional redundancy shared by paralog genes may afford protection against genetic perturbations, but it can also result in genetic vulnerabilities due to mutual interdependency1-5. Here, we surveyed genome-scale short hairpin RNA and CRISPR screening data on hundreds of cancer cell lines and identified MAGOH and MAGOHB, core members of the splicing-dependent exon junction complex, as top-ranked paralog dependencies6-8. MAGOHB is the top gene dependency in cells with hemizygous MAGOH deletion, a pervasive genetic event that frequently occurs due to chromosome 1p loss. Inhibition of MAGOHB in a MAGOH-deleted context compromises viability by globally perturbing alternative splicing and RNA surveillance. Dependency on IPO13, an importin-ß receptor that mediates nuclear import of the MAGOH/B-Y14 heterodimer9, is highly correlated with dependency on both MAGOH and MAGOHB. Both MAGOHB and IPO13 represent dependencies in murine xenografts with hemizygous MAGOH deletion. Our results identify MAGOH and MAGOHB as reciprocal paralog dependencies across cancer types and suggest a rationale for targeting the MAGOHB-IPO13 axis in cancers with chromosome 1p deletion.


Subject(s)
Chromosomes, Human, Pair 1 , Neoplasms/genetics , Animals , Cell Line, Tumor , Cell Nucleus/genetics , Exons/genetics , Female , Gene Deletion , HEK293 Cells , Humans , Karyopherins/genetics , Mice , Mice, Nude , Nuclear Proteins/genetics , RNA Splicing/genetics , RNA, Small Interfering/genetics
19.
Zootaxa ; 4402(1): 53-90, 2018 Mar 27.
Article in English | MEDLINE | ID: mdl-29690278

ABSTRACT

Study of all flies (Diptera) collected for one year from a four-hectare (150 x 266 meter) patch of cloud forest at 1,600 meters above sea level at Zurquí de Moravia, San José Province, Costa Rica (hereafter referred to as Zurquí), revealed an astounding 4,332 species. This amounts to more than half the number of named species of flies for all of Central America. Specimens were collected with two Malaise traps running continuously and with a wide array of supplementary collecting methods for three days of each month. All morphospecies from all 73 families recorded were fully curated by technicians before submission to an international team of 59 taxonomic experts for identification.        Overall, a Malaise trap on the forest edge captured 1,988 species or 51% of all collected dipteran taxa (other than of Phoridae, subsampled only from this and one other Malaise trap). A Malaise trap in the forest sampled 906 species. Of other sampling methods, the combination of four other Malaise traps and an intercept trap, aerial/hand collecting, 10 emergence traps, and four CDC light traps added the greatest number of species to our inventory. This complement of sampling methods was an effective combination for retrieving substantial numbers of species of Diptera. Comparison of select sampling methods (considering 3,487 species of non-phorid Diptera) provided further details regarding how many species were sampled by various methods.        Comparison of species numbers from each of two permanent Malaise traps from Zurquí with those of single Malaise traps at each of Tapantí and Las Alturas, 40 and 180 km distant from Zurquí respectively, suggested significant species turnover. Comparison of the greater number of species collected in all traps from Zurquí did not markedly change the degree of similarity between the three sites, although the actual number of species shared did increase.        Comparisons of the total number of named and unnamed species of Diptera from four hectares at Zurquí is equivalent to 51% of all flies named from Central America, greater than all the named fly fauna of Colombia, equivalent to 14% of named Neotropical species and equal to about 2.7% of all named Diptera worldwide. Clearly the number of species of Diptera in tropical regions has been severely underestimated and the actual number may surpass the number of species of Coleoptera.        Various published extrapolations from limited data to estimate total numbers of species of larger taxonomic categories (e.g., Hexapoda, Arthropoda, Eukaryota, etc.) are highly questionable, and certainly will remain uncertain until we have more exhaustive surveys of all and diverse taxa (like Diptera) from multiple tropical sites.        Morphological characterization of species in inventories provides identifications placed in the context of taxonomy, phylogeny, form, and ecology. DNA barcoding species is a valuable tool to estimate species numbers but used alone fails to provide a broader context for the species identified.


Subject(s)
Diptera , Animals , Biodiversity , Central America , Colombia , Costa Rica , Forests
20.
J Arthroplasty ; 33(7S): S213-S218, 2018 07.
Article in English | MEDLINE | ID: mdl-29656981

ABSTRACT

BACKGROUND: We performed this study to compare prosthetic joint infection (PJI) and renal toxicity rates following hip and knee total joint arthroplasty (TJA) when a first-generation cephalosporin was administered either alone or in combination with a single preoperative vancomycin dose, whether vancomycin administration timing potentially influenced dual-antibiotic PJI prophylaxis approach effectiveness, and whether single-dose vancomycin use increased risk of renal impairment. METHODS: This was a retrospective study of 1997 consecutive primary TJAs (1871 patients) treated with cefazolin alone (1044 TJAs) or cefazolin with single-dose vancomycin (953 TJAs). The vancomycin group included 476 TJAs (450 patients) with infusion started at least 45 minutes before the skin incision and 477 TJAs (464 patients) with infusion started less than 45 minutes before the skin incision. RESULTS: The addition of a single dose of vancomycin did not significantly reduce PJI rates when compared with cefazolin alone (1.6% vs 2.1%, P = .32). However, the PJI rate was significantly lower following primary TJA when vancomycin administration was initiated at least 45 minutes before incision (0.2%) when compared with other TJA procedures performed using cefazolin and vancomycin (2.9%, P < .01) or cefazolin alone (2.1%, P < .01). We observed no difference in renal toxicity between treatment groups. CONCLUSION: In our institution, the addition of vancomycin to cefazolin at least 45 minutes before incision reduced PJI infection rates in primary hip and knee TJA with a low risk of renal impairment.


Subject(s)
Anti-Bacterial Agents/administration & dosage , Antibiotic Prophylaxis/methods , Arthritis, Infectious/prevention & control , Prosthesis-Related Infections/prevention & control , Vancomycin/administration & dosage , Aged , Arthritis, Infectious/etiology , Arthroplasty, Replacement, Hip/adverse effects , Arthroplasty, Replacement, Knee/adverse effects , Cefazolin/administration & dosage , Female , Humans , Kidney/drug effects , Male , Middle Aged , Prosthesis-Related Infections/etiology , Retrospective Studies
SELECTION OF CITATIONS
SEARCH DETAIL
...