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1.
Mol Cell ; 82(16): 2982-2999.e14, 2022 08 18.
Article in English | MEDLINE | ID: mdl-35914530

ABSTRACT

Alternative splicing (AS) is a critical regulatory layer; yet, factors controlling functionally coordinated splicing programs during developmental transitions are poorly understood. Here, we employ a screening strategy to identify factors controlling dynamic splicing events important for mammalian neurogenesis. Among previously unknown regulators, Rbm38 acts widely to negatively control neural AS, in part through interactions mediated by the established repressor of splicing, Ptbp1. Puf60, a ubiquitous factor, is surprisingly found to promote neural splicing patterns. This activity requires a conserved, neural-differential exon that remodels Puf60 co-factor interactions. Ablation of this exon rewires distinct AS networks in embryonic stem cells and at different stages of mouse neurogenesis. Single-cell transcriptome analyses further reveal distinct roles for Rbm38 and Puf60 isoforms in establishing neuronal identity. Our results describe important roles for previously unknown regulators of neurogenesis and establish how an alternative exon in a widely expressed splicing factor orchestrates temporal control over cell differentiation.


Subject(s)
Neurogenesis , RNA Splicing , Alternative Splicing , Animals , Exons/genetics , Mammals , Mice , Neurogenesis/genetics , Neurons , RNA-Binding Proteins/genetics
2.
EMBO J ; 41(4): e106825, 2022 02 15.
Article in English | MEDLINE | ID: mdl-35023164

ABSTRACT

Despite extensive analysis of pRB phosphorylation in vitro, how this modification influences development and homeostasis in vivo is unclear. Here, we show that homozygous Rb∆K4 and Rb∆K7 knock-in mice, in which either four or all seven phosphorylation sites in the C-terminal region of pRb, respectively, have been abolished by Ser/Thr-to-Ala substitutions, undergo normal embryogenesis and early development, notwithstanding suppressed phosphorylation of additional upstream sites. Whereas Rb∆K4 mice exhibit telomere attrition but no other abnormalities, Rb∆K7 mice are smaller and display additional hallmarks of premature aging including infertility, kyphosis, and diabetes, indicating an accumulative effect of blocking pRb phosphorylation. Diabetes in Rb∆K7 mice is insulin-sensitive and associated with failure of quiescent pancreatic ß-cells to re-enter the cell cycle in response to mitogens, resulting in induction of DNA damage response (DDR), senescence-associated secretory phenotype (SASP), and reduced pancreatic islet mass and circulating insulin level. Pre-treatment with the epigenetic regulator vitamin C reduces DDR, increases cell cycle re-entry, improves islet morphology, and attenuates diabetes. These results have direct implications for cell cycle regulation, CDK-inhibitor therapeutics, diabetes, and longevity.


Subject(s)
Aging/physiology , Ascorbic Acid/pharmacology , Diabetes Mellitus, Experimental/prevention & control , Retinoblastoma Protein/metabolism , Animals , Cellular Senescence/drug effects , Cyclin-Dependent Kinase 2/antagonists & inhibitors , Diabetes Mellitus, Experimental/genetics , Diabetes Mellitus, Experimental/pathology , E2F1 Transcription Factor/metabolism , Embryonic Development/genetics , Female , Fibroblasts/drug effects , Gene Knock-In Techniques , Insulin-Secreting Cells/pathology , Mice , Phosphorylation , Pregnancy , Retinoblastoma Protein/genetics , Telomere/genetics
3.
Mol Cell ; 65(3): 539-553.e7, 2017 Feb 02.
Article in English | MEDLINE | ID: mdl-28157508

ABSTRACT

Networks of coordinated alternative splicing (AS) events play critical roles in development and disease. However, a comprehensive knowledge of the factors that regulate these networks is lacking. We describe a high-throughput system for systematically linking trans-acting factors to endogenous RNA regulatory events. Using this system, we identify hundreds of factors associated with diverse regulatory layers that positively or negatively control AS events linked to cell fate. Remarkably, more than one-third of the regulators are transcription factors. Further analyses of the zinc finger protein Zfp871 and BTB/POZ domain transcription factor Nacc1, which regulate neural and stem cell AS programs, respectively, reveal roles in controlling the expression of specific splicing regulators. Surprisingly, these proteins also appear to regulate target AS programs via binding RNA. Our results thus uncover a large "missing cache" of splicing regulators among annotated transcription factors, some of which dually regulate AS through direct and indirect mechanisms.


Subject(s)
Alternative Splicing , Gene Regulatory Networks , Sequence Analysis, RNA/methods , Transcription Factors/metabolism , Animals , Cell Line , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , HEK293 Cells , Humans , Mice , Neurons/cytology , Neurons/metabolism , RNA, Messenger/genetics
4.
Genes Dev ; 29(8): 803-16, 2015 Apr 15.
Article in English | MEDLINE | ID: mdl-25877919

ABSTRACT

Embryonic stem cells are maintained in a self-renewing and pluripotent state by multiple regulatory pathways. Pluripotent-specific transcriptional networks are sequentially reactivated as somatic cells reprogram to achieve pluripotency. How epigenetic regulators modulate this process and contribute to somatic cell reprogramming is not clear. Here we performed a functional RNAi screen to identify the earliest epigenetic regulators required for reprogramming. We identified components of the SAGA histone acetyltransferase complex, in particular Gcn5, as critical regulators of reprogramming initiation. Furthermore, we showed in mouse pluripotent stem cells that Gcn5 strongly associates with Myc and that, upon initiation of somatic reprogramming, Gcn5 and Myc form a positive feed-forward loop that activates a distinct alternative splicing network and the early acquisition of pluripotency-associated splicing events. These studies expose a Myc-SAGA pathway that drives expression of an essential alternative splicing regulatory network during somatic cell reprogramming.


Subject(s)
Alternative Splicing , Cellular Reprogramming/genetics , Epigenomics , Histone Acetyltransferases/metabolism , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Animals , Cell Differentiation , Cell Movement/genetics , Cells, Cultured , Embryonic Stem Cells , Gene Expression Regulation, Developmental , Histone Acetyltransferases/genetics , Mice , Pluripotent Stem Cells , RNA Interference , RNA Processing, Post-Transcriptional/genetics
5.
Int J Mol Sci ; 24(14)2023 Jul 17.
Article in English | MEDLINE | ID: mdl-37511307

ABSTRACT

BACKGROUND: S100B and Tau are implicated with both brain growth and injury. Their urinary levels in 30-to-40-day-old full-term, preterm, IUGR, and preterm-IUGR subjects were measured to investigate their possible relationship with future delayed neurodevelopment. METHODS: Values were related to the neuro-behavioral outcome at two years of age, as well as to brain volumes and urinary NGF assessed at the same postnatal time point. RESULTS: Using the Griffiths III test, cognitive and motor performances were determined to establish subgroups characterized by either normal or impaired neuro-behavior. The latter included preterm, IUGR, and preterm-IUGR individuals who exhibited significantly higher and lower S100B and Tau levels, respectively, along with markedly reduced cerebral volumes and urinary NGF, as previously demonstrated. Contrary to NGF, however, Tau and S100B displayed a weak correlation with brain volumes. CONCLUSIONS: Delayed cognitive and motor performances observed in two-year-old preterm and IUGR-born individuals were also found to be associated with anomalous urinary levels of S100B and Tau, assessed at 30-40 days of the postnatal period, and their changes did not correlate with brain growth. Thus, our data suggests that, in addition to cerebral volumes and NGF, urinary S100B and Tau can also be considered as valuable parameters for the early detection of future neurodevelopmental abnormalities.


Subject(s)
Brain , Fetal Growth Retardation , Infant, Newborn , Female , Humans , Child, Preschool , Fetal Growth Retardation/diagnosis
6.
J Biol Chem ; 296: 100118, 2021.
Article in English | MEDLINE | ID: mdl-33234594

ABSTRACT

Astrocytes can support neuronal survival through a range of secreted signals that protect against neurotoxicity, oxidative stress, and apoptotic cascades. Thus, analyzing the effects of the astrocyte secretome may provide valuable insight into these neuroprotective mechanisms. Previously, we characterized a potent neuroprotective activity mediated by retinal astrocyte conditioned media (ACM) on retinal and cortical neurons in metabolic stress models. However, the molecular mechanism underlying this complex activity in neuronal cells has remained unclear. Here, a chemical genetics screen of kinase inhibitors revealed phosphoinositide 3-kinase (PI3K) as a central player transducing ACM-mediated neuroprotection. To identify additional proteins contributing to the protective cascade, endogenous PI3K was immunoprecipitated from neuronal cells exposed to ACM or control media, followed by MS/MS proteomic analyses. These data pointed toward a relatively small number of proteins that coimmunoprecipitated with PI3K, and surprisingly only five were regulated by the ACM signal. These hits included expected PI3K interactors, such as the platelet-derived growth factor receptor A (PDGFRA), as well as novel RNA-binding protein interactors ZC3H14 (zinc finger CCCH-type containing 14) and THOC1 (THO complex protein 1). In particular, ZC3H14 has recently emerged as an important RNA-binding protein with multiple roles in posttranscriptional regulation. In validation studies, we show that PI3K recruitment of ZC3H14 is necessary for PDGF-induced neuroprotection and that this interaction is present in primary retinal ganglion cells. Thus, we identified a novel non-cell autonomous neuroprotective signaling cascade mediated through PI3K that requires recruitment of ZC3H14 and may present a promising strategy to promote astrocyte-secreted prosurvival signals.


Subject(s)
Astrocytes/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Poly(A)-Binding Proteins/metabolism , RNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Immunoprecipitation , Neuroprotection/physiology , Phosphatidylinositol 3-Kinases/chemistry , Poly(A)-Binding Proteins/genetics , RNA-Binding Proteins/genetics , Tandem Mass Spectrometry
7.
Nat Chem Biol ; 16(5): 577-586, 2020 05.
Article in English | MEDLINE | ID: mdl-32094923

ABSTRACT

Receptor tyrosine kinases (RTKs) are transmembrane receptors of great clinical interest due to their role in disease. Historically, therapeutics targeting RTKs have been identified using in vitro kinase assays. Due to frequent development of drug resistance, however, there is a need to identify more diverse compounds that inhibit mutated but not wild-type RTKs. Here, we describe MaMTH-DS (mammalian membrane two-hybrid drug screening), a live-cell platform for high-throughput identification of small molecules targeting functional protein-protein interactions of RTKs. We applied MaMTH-DS to an oncogenic epidermal growth factor receptor (EGFR) mutant resistant to the latest generation of clinically approved tyrosine kinase inhibitors (TKIs). We identified four mutant-specific compounds, including two that would not have been detected by conventional in vitro kinase assays. One of these targets mutant EGFR via a new mechanism of action, distinct from classical TKI inhibition. Our results demonstrate how MaMTH-DS is a powerful complement to traditional drug screening approaches.


Subject(s)
High-Throughput Screening Assays/methods , Protein Kinase Inhibitors/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Cell Line , Cell Line, Tumor , DNA Nucleotidyltransferases/genetics , Drug Discovery , Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/genetics , Genes, Reporter , Humans , Luciferases/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutation , Phosphorylation/drug effects , Reproducibility of Results , Small Molecule Libraries/pharmacology , Staurosporine/analogs & derivatives , Staurosporine/pharmacology
8.
J Cell Mol Med ; 23(3): 1784-1797, 2019 03.
Article in English | MEDLINE | ID: mdl-30548903

ABSTRACT

Aberrant regulation of programmed cell death (PCD) has been tied to an array of human pathologies ranging from cancers to autoimmune disorders to diverse forms of neurodegeneration. Pharmacologic modulation of PCD signalling is therefore of central interest to a number of clinical and biomedical applications. A key component of PCD signalling involves the modulation of pro- and anti-apoptotic Bcl-2 family members. Among these, Bax translocation represents a critical regulatory phase in PCD. In the present study, we have employed a high-content high-throughput screen to identify small molecules which inhibit the cellular process of Bax re-distribution to the mitochondria following commitment of the cell to die. Screening of 6246 Generally Recognized As Safe compounds from four chemical libraries post-induction of cisplatin-mediated PCD resulted in the identification of 18 compounds which significantly reduced levels of Bax translocation. Further examination revealed protective effects via reduction of executioner caspase activity and enhanced mitochondrial function. Consistent with their effects on Bax translocation, these compounds exhibited significant rescue against in vitro and in vivo cisplatin-induced apoptosis. Altogether, our findings identify a new set of clinically useful small molecules PCD inhibitors and highlight the role which cAMP plays in regulating Bax-mediated PCD.


Subject(s)
Cell Proliferation/drug effects , Green Fluorescent Proteins/antagonists & inhibitors , High-Throughput Screening Assays/methods , Protein Transport/drug effects , Small Molecule Libraries/pharmacology , bcl-2-Associated X Protein/antagonists & inhibitors , Animals , CHO Cells , Cricetulus , Green Fluorescent Proteins/metabolism , Humans , bcl-2-Associated X Protein/metabolism
9.
J Cell Sci ; 129(18): 3396-411, 2016 09 15.
Article in English | MEDLINE | ID: mdl-27521426

ABSTRACT

The Crumbs complex is an important determinant of epithelial apical-basal polarity that functions in regulation of tight junctions, resistance to epithelial-to-mesenchymal transitions and as a tumour suppressor. Although the functional role of the Crumbs complex is being elucidated, its regulation is poorly understood. Here, we show that suppression of RNF146, an E3 ubiquitin ligase that recognizes ADP-ribosylated substrates, and tankyrase, a poly(ADP-ribose) polymerase, disrupts the junctional Crumbs complex and disturbs the function of tight junctions. We show that RNF146 binds a number of polarity-associated proteins, in particular members of the angiomotin (AMOT) family. Accordingly, AMOT proteins are ADP-ribosylated by TNKS2, which drives ubiquitylation by RNF146 and subsequent degradation. Ablation of RNF146 or tankyrase, as well as overexpression of AMOT, led to the relocation of PALS1 (a Crumbs complex component) from the apical membrane to internal puncta, a phenotype that is rescued by AMOTL2 knockdown. We thus reveal a new function of RNF146 and tankyrase in stabilizing the Crumbs complex through downregulation of AMOT proteins at the apical membrane.


Subject(s)
Intercellular Signaling Peptides and Proteins/metabolism , Microfilament Proteins/metabolism , Nerve Tissue Proteins/metabolism , Tankyrases/metabolism , Tight Junctions/metabolism , Ubiquitin-Protein Ligases/metabolism , Angiomotins , Animals , Gene Knockdown Techniques , HEK293 Cells , Heterocyclic Compounds, 3-Ring/pharmacology , Humans , Membrane Proteins/metabolism , Mice , Mutation/genetics , Nucleoside-Phosphate Kinase/metabolism , Protein Stability/drug effects , Protein Transport/drug effects , RNA, Small Interfering/metabolism , Tight Junctions/drug effects , Ubiquitination/drug effects , Zonula Occludens-1 Protein/metabolism
10.
Mol Cell ; 40(4): 619-31, 2010 Nov 24.
Article in English | MEDLINE | ID: mdl-21055983

ABSTRACT

Genome integrity is jeopardized each time DNA replication forks stall or collapse. Here we report the identification of a complex composed of MMS22L (C6ORF167) and TONSL (NFKBIL2) that participates in the recovery from replication stress. MMS22L and TONSL are homologous to yeast Mms22 and plant Tonsoku/Brushy1, respectively. MMS22L-TONSL accumulates at regions of ssDNA associated with distressed replication forks or at processed DNA breaks, and its depletion results in high levels of endogenous DNA double-strand breaks caused by an inability to complete DNA synthesis after replication fork collapse. Moreover, cells depleted of MMS22L are highly sensitive to camptothecin, a topoisomerase I poison that impairs DNA replication progression. Finally, MMS22L and TONSL are necessary for the efficient formation of RAD51 foci after DNA damage, and their depletion impairs homologous recombination. These results indicate that MMS22L and TONSL are genome caretakers that stimulate the recombination-dependent repair of stalled or collapsed replication forks.


Subject(s)
DNA Replication , DNA-Binding Proteins/metabolism , Multiprotein Complexes/metabolism , NF-kappa B/metabolism , Nuclear Proteins/metabolism , Recombination, Genetic , Stress, Physiological , Cell Survival , DNA Breaks, Double-Stranded , HeLa Cells , Humans , NF-kappa B/chemistry , Protein Binding , S Phase , Templates, Genetic
12.
Breast Cancer Res ; 18(1): 9, 2016 Jan 19.
Article in English | MEDLINE | ID: mdl-26781438

ABSTRACT

BACKGROUND: Triple-negative breast cancer (TNBC), an aggressive disease comprising several subtypes including basal-like and claudin-low, involves frequent deletions or point mutations in TP53, as well as loss of PTEN. We previously showed that combined deletion of both tumor suppressors in the mouse mammary epithelium invariably induced claudin-low-like TNBC. The effect of p53 mutation plus Pten deletion on mammary tumorigenesis and whether this combination can induce basal-like TNBC in the mouse are unknown. METHODS: WAP-Cre:Pten(f/f):p53(lox.stop.lox_R270H) composite mice were generated in which Pten is deleted and a p53-R270H mutation in the DNA-binding domain is induced upon expression of Cre-recombinase in pregnancy-identified alveolar progenitors. Tumors were characterized by histology, marker analysis, transcriptional profiling [GEO-GSE75989], bioinformatics, high-throughput (HTP) FDA drug screen as well as orthotopic injection to quantify tumor-initiating cells (TICs) and tail vein injection to identify lung metastasis. RESULTS: Combined Pten deletion plus induction of p53-R270H mutation accelerated formation of four distinct mammary tumors including poorly differentiated adenocarcinoma (PDA) and spindle/mesenchymal-like lesions. Transplantation assays revealed highest frequency of TICs in PDA and spindle tumors compared with other subtypes. Hierarchical clustering demonstrated that the PDA and spindle tumors grouped closely with human as well as mouse models of basal and claudin-low subtypes, respectively. HTP screens of primary Pten(∆):p53(∆) vs. Pten(∆):p53(R270H) spindle tumor cells with 1120 FDA-approved drugs identified 8-azaguanine as most potent for both tumor types, but found no allele-specific inhibitor. A gene set enrichment analysis revealed increased expression of a metastasis pathway in Pten(∆):p53(R270H) vs. Pten(∆):p53(∆) spindle tumors. Accordingly, following tail vein injection, both Pten(∆):p53(R270H) spindle and PDA tumor cells induced lung metastases and morbidity significantly faster than Pten(∆):p53(∆) double-deletion cells, and this was associated with the ability of Pten(∆):p53(R270H) tumor cells to upregulate E-cadherin expression in lung metastases. CONCLUSIONS: Our results demonstrate that WAP-Cre:Pten(f/f):p53(lox.stop.lox_R270H) mice represent a tractable model to study basal-like breast cancer because unlike p53 deletion, p53(R270H) mutation in the mouse does not skew tumors toward the claudin-low subtype. The WAP-Cre:Pten(f/f):p53(lox.stop.lox_R270H) mice develop basal-like breast cancer that is enriched in TICs, can readily form lung metastasis, and provides a preclinical model to study both basal-like and claudin-low TNBC in immune-competent mice.


Subject(s)
Mammary Neoplasms, Animal/genetics , Neoplasms, Basal Cell/genetics , PTEN Phosphohydrolase/genetics , Triple Negative Breast Neoplasms/genetics , Tumor Suppressor Protein p53/genetics , Animals , Cadherins/genetics , Claudins/genetics , Epithelium/metabolism , Epithelium/pathology , Female , Gene Expression Regulation, Neoplastic , Humans , Mammary Glands, Animal/metabolism , Mammary Glands, Animal/pathology , Mammary Glands, Human/metabolism , Mammary Glands, Human/pathology , Mammary Neoplasms, Animal/pathology , Mice , Neoplasms, Basal Cell/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , PTEN Phosphohydrolase/metabolism , Pregnancy , Sequence Deletion/genetics , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/pathology , Tumor Suppressor Protein p53/metabolism
13.
J Transl Med ; 14: 67, 2016 Mar 08.
Article in English | MEDLINE | ID: mdl-26952093

ABSTRACT

BACKGROUND: Leiomyosarcoma (LMS) is a common type of soft tissue sarcoma that responds poorly to standard chemotherapy. Thus the goal of this study was to identify novel selective therapies that may be effective in leiomyosarcoma by screening cell lines with a small molecule library comprised of 480 kinase inhibitors to functionally determine which signalling pathways may be critical for LMS growth. METHODS: LMS cell lines were screened with the OICR kinase library and a cell viability assay was used to identify potentially effective compounds. The top 10 % of hits underwent secondary validation to determine their EC50 and immunoblots were performed to confirm selective drug action. The efficacy of combination drug therapy with doxorubicin (Dox) in vitro was analyzed using the Calcusyn program after treatment with one of three dosing schedules: concurrent treatment, initial treatment with a selective compound followed by Dox, or initial treatment with Dox followed by the selective compound. Single and combination drug therapy were then validated in vivo using LMS xenografts. RESULTS: Compounds that targeted PI3K/AKT/mTOR pathways (52 %) were most effective. EC50s were determined to validate these initial hits, and of the 11 confirmed hits, 10 targeted PI3K and/or mTOR pathways with EC50 values <1 µM. We therefore examined if BEZ235 and BKM120, two selective compounds in these pathways, would inhibit leiomyosarcoma growth in vitro. Immunoblots confirmed on-target effects of these compounds in the PI3K and/or mTOR pathways. We next investigated if there was synergy with these agents and first line chemotherapy doxorubicin (Dox), which would allow for earlier introduction into patient care. Only combined treatment of BEZ235 and Dox was synergistic in vitro. To validate these findings in pre-clinical models, leiomyosarcoma xenografts were treated with single agent and combination therapy. BEZ235 treated xenografts (n = 8) demonstrated a decrease in tumor volume of 42 % whereas combining BEZ235 with Dox (n = 8) decreased tumor volume 68 % compared to vehicle alone. CONCLUSIONS: In summary, this study supports further investigation into the use of PI3K and mTOR inhibitors alone and in combination with standard treatment in leiomyosarcoma patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Doxorubicin/therapeutic use , Leiomyosarcoma/drug therapy , Phosphoinositide-3 Kinase Inhibitors , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , TOR Serine-Threonine Kinases/antagonists & inhibitors , Aminopyridines/pharmacology , Aminopyridines/therapeutic use , Animals , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Apoptosis/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Doxorubicin/pharmacology , Drug Evaluation, Preclinical , Drug Synergism , Female , Humans , Imidazoles/pharmacology , Imidazoles/therapeutic use , Leiomyosarcoma/pathology , Mice, Inbred NOD , Morpholines/pharmacology , Morpholines/therapeutic use , Phosphatidylinositol 3-Kinases/metabolism , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-akt/metabolism , Quinolines/pharmacology , Quinolines/therapeutic use , Reproducibility of Results , TOR Serine-Threonine Kinases/metabolism
14.
Proc Natl Acad Sci U S A ; 110(5): 1714-9, 2013 Jan 29.
Article in English | MEDLINE | ID: mdl-23319603

ABSTRACT

Expression of the Notch ligand Jagged 1 (JAG1) and Notch activation promote poor-prognosis in breast cancer. We used high throughput screens to identify elements responsible for Notch activation in this context. Chemical kinase inhibitor and kinase-specific small interfering RNA libraries were screened in a breast cancer cell line engineered to report Notch. Pathway analyses revealed MAPK-ERK signaling to be the predominant JAG1/Notch regulator and this was supported by gene set enrichment analyses in 51 breast cancer cell lines. In accordance with the chemical screen, kinome small interfering RNA high throughput screens identified Tribbles homolog 3 (TRB3), a known regulator of MAPK-ERK, among the most significant hits. We demonstrate that TRB3 is a master regulator of Notch through the MAPK-ERK and TGFß pathways. Complementary in vitro and in vivo studies underscore the importance of TRB3 for tumor growth. These data demonstrate a dominant role for TRB3 and MAPK-ERK/TGFß pathways as Notch regulators in breast cancer, establishing TRB3 as a potential therapeutic target.


Subject(s)
Cell Cycle Proteins/metabolism , MAP Kinase Signaling System , Protein Serine-Threonine Kinases/antagonists & inhibitors , Receptor, Notch1/metabolism , Repressor Proteins/metabolism , Transforming Growth Factor beta/metabolism , Animals , Blotting, Western , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Calcium-Binding Proteins/genetics , Calcium-Binding Proteins/metabolism , Cell Cycle Proteins/genetics , Cell Line , Cell Line, Tumor , Female , Hep G2 Cells , Humans , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Interleukin Receptor Common gamma Subunit/deficiency , Interleukin Receptor Common gamma Subunit/genetics , Jagged-1 Protein , Membrane Proteins/genetics , Membrane Proteins/metabolism , Mice , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Protein Kinase Inhibitors/isolation & purification , Protein Kinase Inhibitors/pharmacology , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , RNA Interference , Receptor, Notch1/genetics , Repressor Proteins/genetics , Reverse Transcriptase Polymerase Chain Reaction , Serrate-Jagged Proteins , Signal Transduction/drug effects , Transforming Growth Factor beta/genetics , Xenograft Model Antitumor Assays
15.
Apoptosis ; 20(7): 948-59, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25832785

ABSTRACT

To identify new biological vulnerabilities in acute myeloid leukemia, we screened a library of natural products for compounds cytotoxic to TEX leukemia cells. This screen identified the novel small molecule Deoxysappanone B 7,4' dimethyl ether (Deox B 7,4), which possessed nanomolar anti-leukemic activity. To determine the anti-leukemic mechanism of action of Deox B 7,4, we conducted a genome-wide screen in Saccharomyces cerevisiae and identified enrichment of genes related to mitotic cell cycle as well as vacuolar acidification, therefore pointing to microtubules and vacuolar (V)-ATPase as potential drug targets. Further investigations into the mechanisms of action of Deox B 7,4 and a related analogue revealed that these compounds were reversible microtubule inhibitors that bound near the colchicine site. In addition, Deox B 7,4 and its analogue increased lysosomal V-ATPase activity and lysosome acidity. The effects on microtubules and lysosomes were functionally important for the anti-leukemic effects of these drugs. The lysosomal effects were characteristic of select microtubule inhibitors as only the Deox compounds and nocodazole, but not colchicine, vinca alkaloids or paclitaxel, altered lysosome acidity and induced lysosomal disruption. Thus, our data highlight a new mechanism of action of select microtubule inhibitors on lysosomal function.


Subject(s)
Chromones/pharmacology , Guaiacol/analogs & derivatives , Leukemia, Myeloid, Acute/metabolism , Lysosomes/drug effects , Tubulin Modulators/pharmacology , Animals , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Guaiacol/pharmacology , Humans , Leukemia, Myeloid, Acute/pathology , Lysosomes/chemistry , Lysosomes/metabolism , Mice , Saccharomyces cerevisiae , Vacuolar Proton-Translocating ATPases/metabolism
16.
Mol Syst Biol ; 9: 696, 2013 Oct 08.
Article in English | MEDLINE | ID: mdl-24104479

ABSTRACT

Improved efforts are necessary to define the functional product of cancer mutations currently being revealed through large-scale sequencing efforts. Using genome-scale pooled shRNA screening technology, we mapped negative genetic interactions across a set of isogenic cancer cell lines and confirmed hundreds of these interactions in orthogonal co-culture competition assays to generate a high-confidence genetic interaction network of differentially essential or differential essentiality (DiE) genes. The network uncovered examples of conserved genetic interactions, densely connected functional modules derived from comparative genomics with model systems data, functions for uncharacterized genes in the human genome and targetable vulnerabilities. Finally, we demonstrate a general applicability of DiE gene signatures in determining genetic dependencies of other non-isogenic cancer cell lines. For example, the PTEN(-/-) DiE genes reveal a signature that can preferentially classify PTEN-dependent genotypes across a series of non-isogenic cell lines derived from the breast, pancreas and ovarian cancers. Our reference network suggests that many cancer vulnerabilities remain to be discovered through systematic derivation of a network of differentially essential genes in an isogenic cancer cell model.


Subject(s)
Breast Neoplasms/genetics , Epistasis, Genetic , Genes, Essential , Neoplasm Proteins/genetics , Ovarian Neoplasms/genetics , PTEN Phosphohydrolase/genetics , Pancreatic Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Coculture Techniques , Female , Gene Regulatory Networks , Genome, Human , Humans , Mutation , Neoplasm Proteins/metabolism , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , PTEN Phosphohydrolase/deficiency , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism
17.
Blood ; 119(5): 1200-7, 2012 Feb 02.
Article in English | MEDLINE | ID: mdl-22160482

ABSTRACT

Gene regulatory networks that govern hematopoietic stem cells (HSCs) and leukemia-initiating cells (L-ICs) are deeply entangled. Thus, the discovery of compounds that target L-ICs while sparing HSC is an attractive but difficult endeavor. Presently, most screening approaches fail to counter-screen compounds against normal hematopoietic stem/progenitor cells (HSPCs). Here, we present a multistep in vitro and in vivo approach to identify compounds that can target L-ICs in acute myeloid leukemia (AML). A high-throughput screen of 4000 compounds on novel leukemia cell lines derived from human experimental leukemogenesis models yielded 80 hits, of which 10 were less toxic to HSPC. We characterized a single compound, kinetin riboside (KR), on AML L-ICs and HSPCs. KR demonstrated comparable efficacy to standard therapies against blast cells in 63 primary leukemias. In vitro, KR targeted the L-IC-enriched CD34(+)CD38(-) AML fraction, while sparing HSPC-enriched fractions, although these effects were mitigated on HSC assayed in vivo. KR eliminated L-ICs in 2 of 4 primary AML samples when assayed in vivo and highlights the importance of in vivo L-IC and HSC assays to measure function. Overall, we provide a novel approach to screen large drug libraries for the discovery of anti-L-IC compounds for human leukemias.


Subject(s)
Adenosine/therapeutic use , High-Throughput Screening Assays/methods , Kinetin/therapeutic use , Leukemia/drug therapy , Leukemia/pathology , Neoplastic Stem Cells/drug effects , Small Molecule Libraries/analysis , Adenosine/analysis , Adenosine/isolation & purification , Adenosine/pharmacology , Animals , Antineoplastic Agents/analysis , Antineoplastic Agents/isolation & purification , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Humans , Kinetin/analysis , Kinetin/isolation & purification , Kinetin/pharmacology , Mice , Mice, Inbred NOD , Mice, Nude , Mice, SCID , Neoplastic Stem Cells/pathology , Treatment Outcome , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
18.
Nucleic Acids Res ; 40(Database issue): D687-94, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22009677

ABSTRACT

About one-fifth of the genes in the budding yeast are essential for haploid viability and cannot be functionally assessed using standard genetic approaches such as gene deletion. To facilitate genetic analysis of essential genes, we and others have assembled collections of yeast strains expressing temperature-sensitive (ts) alleles of essential genes. To explore the phenotypes caused by essential gene mutation we used a panel of genetically engineered fluorescent markers to explore the morphology of cells in the ts strain collection using high-throughput microscopy. Here, we describe the design and implementation of an online database, PhenoM (Phenomics of yeast Mutants), for storing, retrieving, visualizing and data mining the quantitative single-cell measurements extracted from micrographs of the ts mutant cells. PhenoM allows users to rapidly search and retrieve raw images and their quantified morphological data for genes of interest. The database also provides several data-mining tools, including a PhenoBlast module for phenotypic comparison between mutant strains and a Gene Ontology module for functional enrichment analysis of gene sets showing similar morphological alterations. The current PhenoM version 1.0 contains 78,194 morphological images and 1,909,914 cells covering six subcellular compartments or structures for 775 ts alleles spanning 491 essential genes. PhenoM is freely available at http://phenom.ccbr.utoronto.ca/.


Subject(s)
Databases, Genetic , Genes, Essential , Genes, Fungal , Mutation , Phenotype , Saccharomyces cerevisiae/genetics , Data Mining , Saccharomyces cerevisiae/cytology
19.
Nat Commun ; 15(1): 6328, 2024 Jul 27.
Article in English | MEDLINE | ID: mdl-39068192

ABSTRACT

Disruption of alternative splicing frequently causes or contributes to human diseases and disorders. Consequently, there is a need for efficient and sensitive reporter assays capable of screening chemical libraries for compounds with efficacy in modulating important splicing events. Here, we describe a screening workflow employing dual Nano and Firefly luciferase alternative splicing reporters that affords efficient, sensitive, and linear detection of small molecule responses. Applying this system to a screen of ~95,000 small molecules identified compounds that stimulate or repress the splicing of neuronal microexons, a class of alternative exons often disrupted in autism and activated in neuroendocrine cancers. One of these compounds rescues the splicing of several analyzed microexons in the cerebral cortex of an autism mouse model haploinsufficient for Srrm4, a major activator of brain microexons. We thus describe a broadly applicable high-throughput screening system for identifying candidate splicing therapeutics, and a resource of small molecule modulators of microexons with potential for further development in correcting aberrant splicing patterns linked to human disorders and disease.


Subject(s)
Alternative Splicing , Exons , Genes, Reporter , High-Throughput Screening Assays , Luciferases, Firefly , Small Molecule Libraries , Animals , Alternative Splicing/drug effects , Humans , High-Throughput Screening Assays/methods , Mice , Exons/genetics , Small Molecule Libraries/pharmacology , Luciferases, Firefly/genetics , Luciferases, Firefly/metabolism , HEK293 Cells , Cerebral Cortex/metabolism , Cerebral Cortex/drug effects , Neurons/metabolism , Neurons/drug effects
20.
Cell Rep ; 43(3): 113826, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38412093

ABSTRACT

Anaplastic thyroid carcinoma is arguably the most lethal human malignancy. It often co-occurs with differentiated thyroid cancers, yet the molecular origins of its aggressivity are unknown. We sequenced tumor DNA from 329 regions of thyroid cancer, including 213 from patients with primary anaplastic thyroid carcinomas. We also whole genome sequenced 9 patients using multi-region sequencing of both differentiated and anaplastic thyroid cancer components. Using these data, we demonstrate thatanaplastic thyroid carcinomas have a higher burden of mutations than other thyroid cancers, with distinct mutational signatures and molecular subtypes. Further, different cancer driver genes are mutated in anaplastic and differentiated thyroid carcinomas, even those arising in a single patient. Finally, we unambiguously demonstrate that anaplastic thyroid carcinomas share a genomic origin with co-occurring differentiated carcinomas and emerge from a common malignant field through acquisition of characteristic clonal driver mutations.


Subject(s)
Adenocarcinoma , Thyroid Carcinoma, Anaplastic , Thyroid Neoplasms , Humans , Thyroid Carcinoma, Anaplastic/genetics , Thyroid Carcinoma, Anaplastic/pathology , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology , Mutation/genetics , Genomics
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