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Acetyl-CoA Counteracts the Inhibitory Effect of Antiandrogens on Androgen Receptor Signaling in Prostate Cancer Cells. Cancers (Basel) 2022; 14:cancers14235900. [PMID: 36497382 PMCID: PMC9738902 DOI: 10.3390/cancers14235900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 11/24/2022] [Accepted: 11/27/2022] [Indexed: 12/02/2022] Open
Abstract
The commonly used therapeutic management of PC involves androgen deprivation therapy (ADT) followed by treatment with AR signaling inhibitors (ARSI). However, nearly all patients develop drug-resistant disease, with a median progression-free survival of less than 2 years in chemotherapy-naïve men. Acetyl-coenzyme A (acetyl-CoA) is a central metabolic signaling molecule with key roles in biosynthetic processes and cancer signaling. In signaling, acetyl-CoA serves as the acetyl donor for acetylation, a critical post-translational modification. Acetylation affects the androgen receptor (AR) both directly and indirectly increasing expression of AR dependent genes. Our studies reveal that PC cells respond to the treatment with ARSI by increasing expression of ATP-citrate lyase (ACLY), a major enzyme responsible for cytosolic acetyl-CoA synthesis, and up-regulation of acetyl-CoA intracellular levels. Inhibition of ACLY results in a significant suppression of ligand-dependent and -independent routes of AR activation. Accordingly, the addition of exogenous acetyl-CoA, or its precursor acetate, augments AR transcriptional activity and diminishes the anti-AR activity of ARSI. Taken together, our findings suggest that PC cells respond to antiandrogens by increasing activity of the acetyl-coA pathway in order to reinstate AR signaling.
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Efficient Hit-to-Lead Searching of Kinase Inhibitor Chemical Space via Computational Fragment Merging. J Chem Inf Model 2021; 61:5967-5987. [PMID: 34762402 PMCID: PMC8865965 DOI: 10.1021/acs.jcim.1c00630] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
In early-stage drug discovery, the hit-to-lead optimization (or "hit expansion") stage entails starting from a newly identified active compound and improving its potency or other properties. Traditionally, this process relies on synthesizing and evaluating a series of analogues to build up structure-activity relationships. Here, we describe a computational strategy focused on kinase inhibitors, intended to expedite the process of identifying analogues with improved potency. Our protocol begins from an inhibitor of the target kinase and generalizes the synthetic route used to access it. By searching for commercially available replacements for the individual building blocks used to make the parent inhibitor, we compile an enumerated library of compounds that can be accessed using the same chemical transformations; these huge libraries can exceed many millions─or billions─of compounds. Because the resulting libraries are much too large for explicit virtual screening, we instead consider alternate approaches to identify the top-scoring compounds. We find that contributions from individual substituents are well described by a pairwise additivity approximation, provided that the corresponding fragments position their shared core in precisely the same way relative to the binding site. This key insight allows us to determine which fragments are suitable for merging into single new compounds and which are not. Further, the use of pairwise approximation allows interaction energies to be assigned to each compound in the library without the need for any further structure-based modeling: interaction energies instead can be reliably estimated from the energies of the component fragments, and the reduced computational requirements allow for flexible energy minimizations that allow the kinase to respond to each substitution. We demonstrate this protocol using libraries built from six representative kinase inhibitors drawn from the literature, which target five different kinases: CDK9, CHK1, CDK2, EGFRT790M, and ACK1. In each example, the enumerated library includes additional analogues reported by the original study to have activity, and these analogues are successfully prioritized within the library. We envision that the insights from this work can facilitate the rapid assembly and screening of increasingly large libraries for focused hit-to-lead optimization. To enable adoption of these methods and to encourage further analyses, we disseminate the computational tools needed to deploy this protocol.
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Evaluating the impact of age on immune checkpoint therapy biomarkers. Cell Rep 2021; 36:109599. [PMID: 34433020 PMCID: PMC8757482 DOI: 10.1016/j.celrep.2021.109599] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 07/01/2021] [Accepted: 08/03/2021] [Indexed: 12/19/2022] Open
Abstract
Both tumors and aging alter the immune landscape of tissues. These interactions may play an important role in tumor progression among elderly patients and may suggest considerations for patient care. We leverage large-scale genomic and clinical databases to perform comprehensive comparative analysis of molecular and cellular markers of immune checkpoint blockade (ICB) response with patient age. These analyses demonstrate that aging is associated with increased tumor mutational burden, increased expression and decreased promoter methylation of immune checkpoint genes, and increased interferon gamma signaling in older patients in many cancer types studied, all of which are expected to promote ICB efficacy. Concurrently, we observe age-related alterations that might be expected to reduce ICB efficacy, such as decreases in T cell receptor diversity. Altogether, these changes suggest the capacity for robust ICB response in many older patients, which may warrant large-scale prospective study on ICB therapies among patients of advanced age.
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Abstract 2937: Nedd9 controls autophagy to limit non-small cell lung cancer (NSCLC) growth. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The goal of this study is to define the role of NEDD9 in formation of progression of non-small cell lung cancer (NSCLC). NSCLC has a low survival rate, with metastasis contributing to the vast majority of deaths. NEDD9 expression has been shown to be repressed by LKB1, and upregulated in LKB1-mutated NSCLC; in these tumors, elevated NEDD9 promotes metastasis, serving as a scaffolding intermediate in the integrin and receptor tyrosine kinase signaling cascades, promoting pro-invasive signaling. In this study, we for the first time assessed the consequences for cancer formation after introduction of a constitutive null allele of Nedd9 (KPN mice) in the Krastm4Tyj/J/Trp53tm1Brn/J (KP mice) Adeno-cre inducible murine model of NSCLC, in the context of intact Lkb1. Unexpectedly, KPN mice presented with significantly accelerated NSCLC tumorigenesis and enhanced tumor invasion. Orthotopic re-implantation of KP and KPN tumor into syngeneic mice with wt and null Nedd9 genotypes demonstrated that the effect of Nedd9 loss on promoting tumor growth is cell-autonomous. Proteomic analysis of KPN versus KP tumors revealed that more aggressive phenotypes occurred in spite of depressed activity of the pro-proliferative, pro-invasive Nedd9 partner proteins Src and Fak. Treatment of mice with the Src inhibitor dasatinib significantly reduced, but did not eliminate, tumor growth in KP and KPN mice. As an alternative hypothesis, we considered that Ras-dependent NSCLC tumors require active autophagy, a process dependent on activation of the kinases Lkb1 and Ampk; given Lkb1 represses Nedd9, we investigated whether Nedd9 reciprocally regulates Lkb1. We found that KPN tumors specifically and significantly upregulated active Lkb1 based on a mechanism of post-transcriptional activation, causing increased expression of the Lkb1 substrate Ampk and downstream effectors of autophagy, including elevated appearance of LC3-positive autophagosomes in KPN NSCLC tumor tissue. NEDD9 depletion in human NSCLC cell lines similarly elevated LKB1 activation. In vivo treatment of KPN and KP mice with the autophagy inhibitor chloroquine completely eliminated the growth advantage of KPN tumors, emphasizing the importance of autophagy for the growth differential. In sum, these data for the first time identify and define a previously unknown role for the pro-metastatic protein NEDD9 in control of autophagy, based on a role as a negative regulator of the Lkb1-Ampk signaling axis in NSCLC.
Citation Format: Alexander Y. Deneka, Meghan Kopp, Anna S. Nikonova, Anna Gaponova, Anna Kiseleva, Douglas Flieder, Ilya Serebriiskii, Harvey Hensley, Erica Golemis. Nedd9 controls autophagy to limit non-small cell lung cancer (NSCLC) growth [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2937.
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Correlation of tumor mutational burden (TMB) with CDKN2A and TP53 mutation in HPV-negative head and neck squamous cell carcinoma (HNSCC). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.6552] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6552 Background: The tumor suppressors TP53 and CDKN2A are commonly mutated or lost in HNSCC, impairing G1 checkpoints. This reduces ability to repair DNA damage arising from hypoxia, replication stress, and mutagen exposure, thus increasing TMB, a potential predictive biomarker for immunotherapy benefit. TP53 mutations can be classified as loss-of-function (LOF) with or without dominant negative (DNE) activity, gain-of-function (GOF) and benign. We investigated whether specific categories of TP53 mutation were associated with increased TMB, and whether these cooperated with CDKN2A mutation to elevate TMB. Methods: We analyzed 1010 HPV- HNSCC tumor samples (246 female) profiled with a 592-gene panel by Caris Life Sciences from 2015 to 2019. Predominant subsites were oral cavity (285), oropharynx (225) and larynx (153). TMB reflected all somatic nonsynonymous missense mutations detected. We report mean TMB per megabase (MB). Pathogenicity of TP53 and CDKN2A mutations was determined according to American College of Medical Genetics (ACMG) guidelines. We also used four alternative methods of characterizing TP53 mutations based on analysis of protein structure, public databases (IARC, ClinVar, InterVar), and publications (PMID: 25108461 and others) assessing structure-function relations. Results: 60% of cases had TP53 mutations ( TP53mut) designated pathogenic by ACMG guidelines. Estimates of frequency of LOF/DNE mutations ranged from 30-42.8% of cases among the alternative classification methods. Damaging CDKN2A mutations were present in 20%. Average TMB per MB varied from 8.2/8.6 (females/males) in oral cavity cancers to 26.5/27.7 (females/males) in cancer of the lip. Mean TMB was typically higher in the presence of damaging LOF/DNE TP53 mutations or CDKN2A mutations, but not TP53 GOF mutations. Based on ACMG, for tumors with TP53 and CDKN2A wild type (WT) TMB was 8.03, for those with CDKN2Amut-only 9.82, for TP53mut-only 10.56, and TP53 mut/CDKN2A mut 17.6 (p < 0.001). For disruptive TP53mut (Poeta algorithm), mean TMB for WT/WT was 8.67, for TP53mut 11.31, CDKN2Amut 17.9 and TP53mut/CDKN2A mut 15.83 (p < 0.001). Conclusions: Mutation of TP53 and/or CDKN2A is associated with increased mean TMB relative to WT; mean TMB was highest for tumors bearing damaging mutations in both genes. GOF TP53 mutation was not clearly associated with increased TMB. As TMB is evaluated as a predictive biomarker in the immunotherapy of HNSCC, specific TP53/CDKN2A mutational status should also be evaluated.
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Abstract 3459: PKD1 regulates susceptibility to ulcerative colitis and colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-3459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Compromised integrity of the epithelial barrier function of colon tissue associated with inflammatory bowel diseases (IBDs) or arising from tumor-elicited inflammation (TEI) are associated with and support formation of colorectal cancer (CRC). Apical tight junction (TJ) proteins, including multiple specific claudins, are critical in regulating TJ barrier function and paracellular permeability. Changes in TJ composition in the kidney are strongly linked to the etiology of autosomal dominant polycystic kidney disease (ADPKD), with ADPKD-inducing mutations in PKD1 causing non-leaky barriers that can withstand high hydrostatic pressure within renal cysts a hallmark of this common (1 in 500) inherited disease. Intriguingly, a large population study has found a decreased incidence of CRC in ADPKD patients. Based on these and other suggestive data, we hypothesized that loss of PKD1 would hinder development of ulcerative colitis and initiation of colitis associated cancer, based on reorganizing TJs and TEI in the colon. To evaluate the impact of Pkd1 loss on colon barrier function, we treated 10-12 week old wt or Pkd1fl/fl mice with tamoxifen-induced, Cre expression from the CreERT2 cassette for 5 days with 2.5% DSS in drinking water to induce acute colitis, compared to a no-DSS control group. For the wtcohort, treatment with DSS increased orally gavaged FITC-dextran detectable in serum versus controls. In contrast, no Pkd1-/- mice showed a similar DSS-dependent response to FITC-dextran, suggesting reinforced colon barrier function; further, histopathological assessment confirmed less DSS-induced damage in Pkd1fl/fl mice. Further, based on immunofluorescence (IF) analysis of tissue sections, claudins 4 and 7 associated with increased barrier function) strongly elevated in the colonic epithelium of Pkd1fl/fl versus wt mice, with the expressed proteins having consistently greater localization to cell junctions in Pkd1fl/fl versus wt mice. We also investigated the formation of CRC tumors, using a CDX2-ERT2/Cre model for tamoxifen-induced loss of Apc and/or Pkd1 in the colon to compare tumorigenesis in the Apcfl/fl, Apcfl/fl Pkd1fl/fl, and Apcfl/flPkd1fl/+ genotypes. We observed a highly significant progressive increase in the number and size of Apc mutation-induced tumors based on retention of the Pkd1 gene. Preliminary qRT-PCR analysis of these tumors shows that a Pkd1fl/fl genotype substantially increases CLDN4 in normal and tumor tissue, and decreases TNFα expression in tumors, suggesting reduced inflammation. This work and extended mechanistic characterization identifies PKD1 as a vital regulator of signaling systems already associated with colitis and CRC. Understanding the role of PKD1 and its effectors may provide useful information to genetic counselors assessing risk of IBD and CRC, and suggest therapeutic strategies.
Citation Format: Anna S. Nikonova, Anna Kiseleva, Ilya Serebriiskii, Sergei Grivennikov, Erica A. Golemis. PKD1 regulates susceptibility to ulcerative colitis and colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 3459.
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Circulating tumor cell and cell-free RNA capture and expression analysis identify platelet-associated genes in metastatic lung cancer. BMC Cancer 2019; 19:603. [PMID: 31215484 PMCID: PMC6582501 DOI: 10.1186/s12885-019-5795-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 06/05/2019] [Indexed: 12/25/2022] Open
Abstract
Background Circulating tumor cells (CTC) and plasma cell-free RNA (cfRNA) can serve as biomarkers for prognosis and treatment response in lung cancer. One barrier to the selected or routine use of CTCs and plasma cfRNA in precision oncology is the limited quantity of both, and CTCs are only seen in metastatic disease. As capture of CTCs and plasma cfRNA presents an opportunity to monitor and assess malignancies without invasive procedures, we compared two methods for CTC capture and identification, and profiled mRNA from CTCs and plasma cfRNA to identify potential tumor-associated biomarkers. Methods Peripheral blood was collected from ten patients with small cell lung cancer (SCLC), ten patients with non-small cell lung cancer (NSCLC) and four healthy volunteers. Two methods were used for CTC capture: the standard epithelial cell adhesion molecule (EpCam) CellSearch kit (unicapture) and EpCAM plus HER2, EGFR and MUC-1 specific combined ferrofluid capture (quadcapture). For the quadcapture, anti-cytokeratin 7 (CK7) was additionally used to assist in CTC identification. NanoString analysis was performed on plasma cfRNA and on mRNA from combined ferrofluid isolated CTCs. Expression data was analyzed using STRING and Reactome. Results Unicapture detected CTCs in 40% of NSCLC and 60% of SCLC; whereas, quadcapture/CK7 identified CTCs in 20% of NSCLC and 80% of SCLC. Bioinformatic analysis of NanoString data identified high expression of a platelet factor 4 (PF4)-related group of transcripts. Conclusions Quadcapture ferrofluid reagent did not significantly improve CTC capture efficacy. NanoString analysis based on CTC and plasma cfRNA data highlighted an intriguing PF-4-centric network in patients with metastatic lung cancer. Electronic supplementary material The online version of this article (10.1186/s12885-019-5795-x) contains supplementary material, which is available to authorized users.
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Grainyhead-like-2 confers NK-sensitivity through interactions with epigenetic modifiers. Mol Immunol 2018; 105:137-149. [PMID: 30508726 DOI: 10.1016/j.molimm.2018.11.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 11/08/2018] [Indexed: 02/07/2023]
Abstract
Natural Killer (NK) cells suppress tumor initiation and metastasis. Most carcinomas are heterogeneous mixtures of epithelial, mesenchymal and hybrid tumor cells, but the relationships of these phenotypes to NK susceptibility are understood incompletely. Grainyhead-like-2 (GRHL2) is a master programmer of the epithelial phenotype, that is obligatorily down-regulated during experimentally induced Epithelial-Mesenchymal Transition (EMT). Here, we utilize GRHL2 re-expression to discover unifying molecular mechanisms that link the epithelial phenotype with NK-sensitivity. GRHL2 enhanced the expression of ICAM-1, augmenting NK-target cell synaptogenesis and NK killing of target cells. The expression of multiple interferon response genes, including ICAM1, anti-correlated with EMT. We identified two novel GRHL2-interacting proteins, the histone methyltransferases KMT2C and KMT2D. Mesenchymal-epithelial transition, NK-sensitization and ICAM-1 expression were promoted by GRHL2-KMT2C/D interactions and by GRHL2 inhibition of p300, revealing novel and potentially targetable epigenetic mechanisms connecting the epithelial phenotype with target cell susceptibility to NK killing.
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Application of CRISPR/Cas9 system for identification of genes involved in the regulation of pancreatic cancer cells platinum sensitivity. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy269.145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Abstract 1124: Assessment of HRD score as predictor of chemosensitivity of PDAC PDX xenograft models to DNA-damaging chemotherapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a devastating malignancy that affects 44,000 individuals annually in the US, with almost 90% lethality even when diagnosed prior to metastasis. There is an urgent unmet medical need both for new therapies as well as better matching of existing therapies to patients. To address this emergency, we are assessing the feasibility of implementing a strategy of using HRD (Homologous Recombination Deficiency) scores for better therapy matching in PDAC patients. Using a panel of 77 patient-derived xenograft (PDX) models that were developed from fresh surgical PDAC tumor samples, HRD scores were generated based on analysis of three biomarkers (LOH, TAI and LST) and mutational data for 45 genes. All 77 samples met inclusion criteria, 75 FFPE specimens generated mutation data. HRD analysis was successful for 71 specimens (range= 1 - 63 (median=22)), with the primary cause of failure identified as high non-tumor content. 53 PDX models had mutations in KRAS gene and 45 in TP53. We have also identified 4 PDX models with mutations in BRCA2, 3 models with mutations in ATM, 4 models with mutations in RAD51. We have also found frequent mutations in several other DNA repair genes (ATR, PALB2, MLH1, MSH2, MSH3, MSH6, FANCM), but most of these models retained one functional allele and were not associated with a high HRD score. Using this genomic analysis, all 71 PDX models were stratified into three clusters with high, medium and low HRD scores. Three PDX models with the highest and lowest HRD scores each were selected for an in vivo study with DNA-damaging platinum-based chemotherapeutic agents Cisplatin and Carboplatin, as well as with a clinically relevant PARP inhibitor Niraparib. The results of the PDX study will be reported and compared with responses to chemotherapy using RECIST V1.1 in patients.
Note: This abstract was not presented at the meeting.
Citation Format: Vladimir Khazak, Natalia Skobeleva, Anastasiia Vetkina, Ilya Serebriiskii, Kirsten M. Timms, Angela Davies, Igor Astsaturov. Assessment of HRD score as predictor of chemosensitivity of PDAC PDX xenograft models to DNA-damaging chemotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1124. doi:10.1158/1538-7445.AM2017-1124
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CRISPR/Cas9 Technique for Identification of Genes Regulating Oxaliplatin Resistance of Pancreatic Cancer Cell Line. BIONANOSCIENCE 2017. [DOI: 10.1007/s12668-016-0272-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Abstract A77: Screening of conditionally reprogrammed patient-derived carcinoma cells identifies ERCC3-MYC interactions as a target in pancreatic cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.panca16-a77] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Methods: Pancreatic ductal adenocarcinoma (PDAC) is a devastating malignancy that affects 44,000 individuals yearly in the US. The list of agents active against PDAC is limited. We explored in an unbiased fashion the clinically available drugs to identify novel cytotoxics using new physiological models for PDAC including cells rapidly expanded in vitro from surgical or xenografted tumors (PDX).
Results: Not unexpectedly, only a small minority of agents showed activity against pancreatic carcinoma cells in vitro. Among these, transcriptional repressors and drugs interfering with protein folding and biosynthesis ranked as most cytotoxic. Triptolide, a covalent inhibitor of the ERCC3, a bifunctional regulator of transcription and DNA repair, was most consistently effective in vitro and highly effective in vivo, causing prolonged complete regression in multiple PDX models. Importantly, triptolide showed superior activity in MYC-amplified PDX models, suggesting a critical role for ERCC3 in this subset. Triptolide elicited rapid and profound depletion of MYC oncoprotein, a transcriptional co-factor for ERCC3. Expression of ERCC3 was MYC-dependent, while resistance to triptolide was associated with elevated ERCC3 and MYC expression. Furthermore, high ERCC3 mRNA level was associated with decreased survival of PDAC patients.
Conclusions: These findings provide preclinical evidences for transcriptional vulnerability in PDAC via ERCC3 targeting and a new mechanistic approach for disruption of MYC-dependent pancreatic cancers.
Citation Format: Igor Astsaturov, Sandra A. Jablonski, Yan Zhou, Ilya Serebriiskii, Paz Keren, Louis M. Weiner, Erica Golemis, Vladimir Khazak.{Authors}. Screening of conditionally reprogrammed patient-derived carcinoma cells identifies ERCC3-MYC interactions as a target in pancreatic cancer. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2016 May 12-15; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2016;76(24 Suppl):Abstract nr A77.
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Abstract 1584: Musashi-2 (MSI2) drives TGFBR1/SMAD3 dependent partial EMT and supports VEGFR2 expression and metastasis of human and mouse NSCLC cells. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-1584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
About 221,200 new patients will be diagnosed with lung cancer and ∼158,040 will succumb to this disease in the United States in 2015. Non-small cell lung cancer (NSCLC) has a 17.4% overall 5-year survival, with metastasis contributing to the vast majority of deaths. Analyzing NSCLC tumors spontaneously arising in KrasLA1/+; P53R172HG/+ (KP) mice, we identified Musashi-2 (MSI2) protein, a stem cell-associated factor that is regulates mRNA translation, as upregulated in the metastasis-competent mouse cell lines. Importantly, MSI2 shRNA depletion in either mouse or human NSCLC cells decreased invasion in Matrigel in vitro and decreased metastasis upon orthotopic injection 129Sv immunocompetent mice in vivo. Mechanistically, by both overexpressing Msi2 cDNA in 393p murine NSCLC and shRNA depleting MSI2 in four independent mouse and human NSCLC cell lines, we defined MSI2 as a driver of a partial epithelial-mesenchymal transition (EMT) program in NSCLC cells. In support of EMT, MSI2 increases the expression of the Snail and Slug pro-EMT transcription factors, as well as the mesenchymal protein vimentin (VMN). MSI2 also downregulates expression of the extracellular matrix component fibronectin (FN1) and tight junction proteins Claudin-3, 5 and 7. However, MSI2 also inhibits protein expression of Zeb-1 and Zeb-2, while sustaining expression of E-cadherin (E-Cad), associated with epithelial identity. Moreover, MSI2 represses NOTCH-1 and upregulates VEGFR2 at the mRNA and protein levels. This is of interest, as NOTCH-1 has been shown to regulate VEGFR2 in angiogenic signaling. We found that knockdown of NOTCH-1 in MSI2-depleted mouse and human NSCLC cells rescued the loss of VEGFR2 expression, suggesting MSI2 increases VEGFR2 expression in a NOTCH-1 dependent manner. Additionally, siRNA of VEGFR2 in the highly metastatic NSCLC cell line 344sq significantly decreased Matrigel invasion, but had only a limited effect in 344sq derivative lines with stable depletion of MSI2, and human NSCLC experiments are ongoing. Together, these results indicate a possible role of MSI2/NOTCH-1/VEGFR2 axis in NSCLC, and suggest that MSI2 connects cancer cell stemness, EMT, and angiogenesis in lung cancer metastasis.
Citation Format: Alexander Kudinov, Alexander Deneka, Anna Nikonova, Ilya Serebriiskii, Tim N. Beck, Qi Cai, Brian L. Egleston, Emmanuelle Nicolas, Hossein Borghaei, Don Gibbons, Jonathan Kurie, Erica A. Golemis, Yanis Boumber. Musashi-2 (MSI2) drives TGFBR1/SMAD3 dependent partial EMT and supports VEGFR2 expression and metastasis of human and mouse NSCLC cells. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1584.
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Genomic distinctions between colon and rectal cancer in young patients. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.3574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Emerging genomic landscape and therapeutic targets in young patients with colorectal cancer (CRC). J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.3589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Ancestral-derived effects on the mutational landscape of laryngeal cancer. Genomics 2015; 107:76-82. [PMID: 26721311 DOI: 10.1016/j.ygeno.2015.12.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 11/26/2015] [Accepted: 12/21/2015] [Indexed: 10/22/2022]
Abstract
Laryngeal cancer disproportionately affects more African-Americans than European-Americans. Here, we analyze the genome-wide somatic point mutations from the tumors of 13 African-Americans and 57 European-Americans from TCGA to differentiate between environmental and ancestrally-inherited factors. The mean number of mutations was different between African-Americans (151.31) and European-Americans (277.63). Other differences in the overall mutational landscape between African-American and European-American were also found. The frequency of C>A, and C>G were significantly different between the two populations (p-value<0.05). Context nucleotide signatures for some mutation types significantly differ between these two populations. Thus, the context nucleotide signatures along with other factors could be related to the observed mutational landscape differences between two races. Finally, we show that mutated genes associated with these mutational differences differ between the two populations. Thus, at the molecular level, race appears to be a factor in the progression of laryngeal cancer with ancestral genomic signatures best explaining these differences.
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Genetic Variants That Predispose to DNA Double-Strand Breaks in Lymphocytes From a Subset of Patients With Familial Colorectal Carcinomas. Gastroenterology 2015; 149:1872-1883.e9. [PMID: 26344056 PMCID: PMC4663158 DOI: 10.1053/j.gastro.2015.08.052] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 07/29/2015] [Accepted: 08/20/2015] [Indexed: 12/25/2022]
Abstract
BACKGROUND & AIMS DNA structural lesions are prevalent in sporadic colorectal cancer. Therefore, we proposed that gene variants that predispose to DNA double-strand breaks (DSBs) would be found in patients with familial colorectal carcinomas of an undefined genetic basis (UFCRC). METHODS We collected primary T cells from 25 patients with UFCRC and matched patients without colorectal cancer (controls) and assayed for DSBs. We performed exome sequence analyses of germline DNA from 20 patients with UFCRC and 5 undiagnosed patients with polyposis. The prevalence of identified variants in genes linked to DNA integrity was compared with that of individuals without a family history of cancer. The effects of representative variants found to be associated with UFCRC was confirmed in functional assays with HCT116 cells. RESULTS Primary T cells from most patients with UFCRC had increased levels of the DSB marker γ(phosphorylated)histone2AX (γH2AX) after treatment with DNA damaging agents, compared with T cells from controls (P < .001). Exome sequence analysis identified a mean 1.4 rare variants per patient that were predicted to disrupt functions of genes relevant to DSBs. Controls (from public databases) had a much lower frequency of variants in the same genes (P < .001). Knockdown of representative variant genes in HCT116 CRC cells increased γH2AX. A detailed analysis of immortalized patient-derived B cells that contained variants in the Werner syndrome, RecQ helicase-like gene (WRN, encoding T705I), and excision repair cross-complementation group 6 (ERCC6, encoding N180Y) showed reduced levels of these proteins and increased DSBs, compared with B cells from controls. This phenotype was rescued by exogenous expression of WRN or ERCC6. Direct analysis of the recombinant variant proteins confirmed defective enzymatic activities. CONCLUSIONS These results provide evidence that defects in suppression of DSBs underlie some cases of UFCRC; these can be identified by assays of circulating lymphocytes. We specifically associated UFCRC with variants in WRN and ERCC6 that reduce the capacity for repair of DNA DSBs. These observations could lead to a simple screening strategy for UFCRC, and provide insight into the pathogenic mechanisms of colorectal carcinogenesis.
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Abstract 34: AMH and AMHR2 regulate survival signaling, epithelial-mesenchymal transition (EMT) and resistance to HSP90 inhibition in non-small cell lung cancer (NSCLC). Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-34] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
In spite of encouraging advances in the treatment of lung cancer, the five-year survival rate has remained below 20 percent. Much of the mortality is associated with uncontrolled metastasis. Members of the TGF-ß/BMP superfamily have long been known to regulate progression and metastasis in NSCLC. In this study, we identify unexpected inputs into TGF-ß/BMP superfamily signaling that significantly modulate intrinsic tumor properties and drug response in NSCLC.
Anti-Mullerian Hormone (AMH) and its specific type II receptor, AMHR2, share common type I receptors with BMP, and regulate overlapping signaling outputs. AMH and AMHR2 have thus far predominantly been studied in the context of gonadal development, in regulation of the female reproductive cycle and in gynecological malignancies. However, using a focused RNAi library designed to detect genes associated with resistance to the HSP90 inhibitor ganetespib, siRNAs against AMH and AMHR2 sensitized 4 out of 5 and 3 out of 5 NSCLC cell lines to ganetespib, respectively. We for the first time confirmed autocrine expression of AMH and AMHR2 in this non-gonadal tumor environment.
TGF-ß and BMP signaling is important for the regulation of epithelial-mesenchymal transition (EMT). Strikingly, depletion of AMH/AMHR2 induced EMT-like features, including downregulation of cadherins, assumption of a mesenchymal morphology, and expression of mesenchymal markers, which are generally associated with resistance to chemotherapy. In contrast, inhibition of HSP90 selected for a more epithelial-like population of cells, as evident by increased E-Cadherin or P-Cadherin, and down regulation of mesenchymal markers such as vimentin and α-smooth muscle actin. To confirm that mesenchymal-like cells are indeed more responsive to HSP90 inhibition, we depleted E-cadherin or P-cadherin and again observed sensitization to ganetespib. We further found that AMH and AMHR2 did not confer sensitization to cisplatin.
These data suggested an unusual relationship between ganetespib control of cell growth and differentiation status. We further established that inhibition of HSP90 increased expression of AMH and AMHR2 as well as several of the type 1 receptors (ALK2, ALK3, ALK6) that are necessary for signaling by BMP. Mechanistically, AMH and AMHR2 depletion increased phosphorylation of SMAD proteins, but depressed activity of NF-kB and AKT, both critical regulators of EMT and survival. These results for the first time indicate the presence of an AMH-AMHR2-NFkB-AKT signaling axis of therapeutic relevance in NSCLC. Importantly, our results also suggest that AMH and AMHR2 may serve as biomarkers to predict resistance to HSP90 inhibitors, and that it may be beneficial to prime lung tumors with HSP90 inhibitors, to reverse EMT and decrease survival signaling, prior to treatment with chemotherapy.
Citation Format: Tim Beck, Emmanuelle Nicolas, Yan Zhou, Ilya Serebriiskii, Erica Golemis. AMH and AMHR2 regulate survival signaling, epithelial-mesenchymal transition (EMT) and resistance to HSP90 inhibition in non-small cell lung cancer (NSCLC). [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 34. doi:10.1158/1538-7445.AM2015-34
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Abstract 4298: Defects in DNA repair genes and sensitivity to cisplatin based neoadjuvant chemotherapy (NAC) for bladder cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Cisplatin based NAC prior to cystectomy is standard of care for MIBC, with 40-50% expected to respond with ≤pT1N0M0. Biomarkers predictive of response are lacking.
Methods: MIBC pts who received 3 cycles of cisplatin based NAC on 1 of 2 prospective multicenter clinical trials were included. Pts treated with accelerated methotrexate, vinblastine, doxorubicin + cisplatin (AMVAC) provided the discovery set [n = 34, 15/34 (44%) ≤pT1N0M0]. Pts treated with dose dense gemcitabine + cisplatin (DDGC) provided the validation set [n = 24, 11/24 (46%) ≤pT1N0M0]. DNA from pre-treatment tumor tissue underwent sequencing for all coding exons of 287 cancer related genes and was analyzed for presence of base substitutions, indels, copy number alterations, and selected re-arrangements. The mean number of variants and variant status for each gene were correlated with response using two-sample t-test and Fisher's exact tests. Variant data were used to create a classification tree to discriminate responders vs. non-responders in the AMVAC discovery cohort. The resulting decision rule was then tested in the independent DDGC validation set. Overall survival analysis was performed using Kaplan-Meier.
Results: Pts with pT0 had significantly more alterations than those with residual tumor in both the AMVAC discovery (p = .024) and DDGC validation (p = 0.018) set. In the AMVAC discovery set, alteration in ≥1 of the three DNA repair genes ATM, RB1 or FANCC predicted for ≤pT1N0M0 (p<0.001, 87% sensitivity, 100% specificity) and improved overall survival (OS) (p = 0.007). This test remained predictive for ≤pT1N0M0 in the DDGC validation set (p = 0.033), with a trend towards improved OS (p = 0.07) at short median follow up of 14.3 mo.
Conclusions: Alterations in ≥1 of ATM, RB1 and FANCC predict response to cisplatin based chemotherapy defined as ≤pT1N0M0 in both our AMVAC discovery and DDGC validation sets. We hypothesize that defects in these genes, which are important for maintenance of chromatin structure and DNA repair, confer sensitivity to DNA damaging chemotherapy and explain the accumulation of alterations seen among pts with pT0. External validation in collaboration with the cooperative groups is planned.
Citation Format: Elizabeth R. Plimack, Roland L. Dunbrack, Timothy A. Brennan, Mark D. Andrake, Yan Zhou, Ilya Serebriiskii, Essel Dulaimi Al-Saleem, Jean Hoffman-Censits, Marijo Bilusic, Yu-Ning Wong, Alexander Kutikov, Rosalia Viterbo, Richard Greenberg, David Chen, Costas D. Lallas, Edouard J. Trabulsi, Roman Yelensky, Vincent A. Miller, Erica Golemis, Eric Ross. Defects in DNA repair genes and sensitivity to cisplatin based neoadjuvant chemotherapy (NAC) for bladder cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4298. doi:10.1158/1538-7445.AM2015-4298
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Abstract 4098: Musashi-2 (MSI2) activates TGF-β signaling and inhibits CLDN7 to promote non-small cell lung cancer (NSCLC) metastasis. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Approximately 220,000 new patients were diagnosed with lung cancer and ∼160,000 died from this disease in the United States in 2014. Non-small cell lung cancer (NSCLC) has a 5 year survival rate of approximately 16%, with most deaths associated with distant metastasis. To gain a better insight into the regulation of metastasis, we studied metastasis-competent versus low metastasis-potential cell lines derived from NSCLC tumors of KrasLA1/+; P53R172HG/+ (KP) mice. Initial screening showed consistent and statistically significant upregulation of Musashi-2 (MSI2) in highly metastatic cells on both mRNA and protein level. Furthermore, we established statistically significant elevation of MSI2 protein expression in 123 human NSCLC tumor specimens versus normal lung tissue (p<0.0001).
MSI2 is an RNA binding protein that regulates mRNA translation and is upregulated and functionally important in hematologic malignancies including CML and AML. MSI2 knockdown in four independent metastatic murine and human NSCLC cell lines very significantly decreased invasion in vitro but did not significantly change cell proliferation or survival. In orthotropic lung injection of mouse NSCLC cells into the lungs of immunocompetent 129Sv mice, MSI2 depletion dramatically decreased invasion of mediastinal lymph nodes and abrogated metastasis. Reverse-phase protein array (RPPA) screening indicated that Msi2 depletion significantly affected the expression of multiple proteins associated with epithelial-mesenchymal transition (EMT) and control of cell-cell attachments, including the extracellular matrix component fibronectin (FN1) and the tight junction protein claudin-7 (CLDN7). These and additional targets were validated in all four NSCLC model systems. MSI2 dependent control of FN1 expression was mediated at the level of mRNA induction, while CLDN7 expression was strikingly upregulated (10-fold) at the protein but not mRNA level, nominating CLDN7 as a putative direct MSI2 target. Parallel evaluation of a series of candidate direct MSI2 translational targets indicated MSI2 depletion downregulated translation of TGF-β receptor (TGF-βRI) and SMAD3. Morphologically, MSI2 depleted cells were marked by a greater degree of cell-cell attachment, potentially explaining their decreased invasive capacity. Based on this work, we propose that MSI2 supports TGF-βRI dependent EMT signaling and downregulates tight junction controls in a subset of metastatic NSCLC, and may influence tumor response to inhibitors targeting the TGF-β pathway.
Citation Format: Alexander Kudinov, Alexander Deneka Deneka, Anna Nikonova, Young-Ho Ahn, Xin Liu Liu, Ilya Serebriiskii, Andrey Efimov, Dong-Hua Yang, Mark Andrake Andrake, Emmanuelle Nicolas, Brian Egleston, Hossein Borghaei, Don Gibbons, Jonathan Kurie, Erica Golemis, Yanis Boumber. Musashi-2 (MSI2) activates TGF-β signaling and inhibits CLDN7 to promote non-small cell lung cancer (NSCLC) metastasis. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4098. doi:10.1158/1538-7445.AM2015-4098
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Abstract 1465: Development of patient-derived platform to assess activity of anticancer agents in pancreatic cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-1465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Pancreatic cancer (PDAC) affects 44,000 individuals yearly in the US. This cancer is almost universally lethal, with a very limited efficacy of approved chemotherapy (gemcitabine, nab-paclitaxel, platinum, 5FU). Clinical trials seeking to expand the portfolio of anti-cancer agents active in PDAC have been largely unsuccessful. PDAC is almost always characterized by activating mutations in the KRAS oncogene, which is difficult to directly inhibit, focusing therapeutic strategies on inhibiting downstream KRAS effectors in the RAF-MEK-ERK signaling cascade. However, disruption of these effectors has been complicated by the existence of extensive redundancies in signaling leading to rapid reversal of inhibition. Thus, there is a clear and urgent need for the development of new anti-PDAC agents as well as reliable models of PDAC that better recapitulate biological properties of pancreatic cancer.
Here, we report on the development of a new drug screening platform to evaluate the activity of existing and emerging chemotherapeutics against pancreatic cancer. Surgically resected pancreatic tumors were implanted in immunocompromised mice to develop direct patient-derived xenografts (PDX). Cell lines derived from the PDX models were subsequently screened for proliferation and viability following exposure to 867 clinical grade or FDA approved drugs. Top hits were then validated in mice bearing the PDX tumors as well as in a genetically modified KRAS/p53 mutant mouse model of pancreatic cancer (KPC).
Triptolide, a natural product compound from Chinese medicinal plant Tripterygium wilfordii, was found to be the most active agent in the screen. In vivo, triptolide produced complete tumor regressions for up to 6 weeks in c-Myc amplified PDX models. Molecular analysis revealed the specific ability of triptolide to quickly deplete c-Myc protein in Myc-amplified cancers by binding and inactivating ERCC3 protein. Finally, we used our PDX platform to evaluate the activity of a novel anticancer agent STA-12-8666 (Synta Pharmaceuticals), a small molecule drug conjugate consisting of a tumor selective delivery moiety (HSP90 inhibitor) attached via a cleavable linker to SN38, the active metabolite of the topoisomerase I inhibitor irinotecan. HSP90 inhibitors and irinotecan, members of the screening library, showed only modest activity when tested individually in the primary pancreatic cell lines and PDAC PDX models suggesting that the potent antitumor activity of STA-12-8666 is due in part to its tumor targeted delivery and prolonged SN38 exposure. Thus, STA-12-8666, that provides targeted delivery to the tumor with activated HSP90, was significantly more effective than irinotecan in all pancreatic PDX models tested, and providing complete, durable responses in a subset. In conclusion, our patient-derived platform provides a valuable tool for preclinical analysis of promising therapeutic agents for treatment of pancreatic cancer.
Citation Format: Vladimir Khazak, Natalia Skobeleva, Natalia Beglyarova, Eugenia Banina, Elena Lysenko, Igor Astsaturov, Sandra A. Jablonski, Louis M. Weiner, Ilya Serebriiskii, David A. Proia. Development of patient-derived platform to assess activity of anticancer agents in pancreatic cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1465. doi:10.1158/1538-7445.AM2015-1465
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Abstract 4739: Genetic predisposition to DNA double strand break repair defect defines a new class of familial colon cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Colorectal cancer (CRC) is the second most common fatal cancer in the U.S., with ∼ 30% cases familial (FCRC). Genetic predispositions have only been defined for 25% of FCRC (including Lynch syndrome, Familial Adenomatous Polyposis (FAP), and MutYH polyposis). For the genetically undefined group (uFCRC), understanding of disease pathogenesis is limited, and the absence of defined defects in relevant pathways that could support molecular diagnosis results in under- and over-screening. We hypothesized that uFCRC would arise distinctly from moderately penetrant germline defects in repair of DNA double-strand breaks (DSBs). Such defects in DSB repair would lead to a moderate level of constitutional genomic instability (CGI) that could be assayed from patient peripheral blood lymphocytes (PBLs). We further hypothesized that such DNA lesions would often be heterozygous, associated with haploinsufficiency or dominant-negative effects, and would impair protein interactions important for DNA repair.
We combined exome sequencing with biological assays to screen a rich resource of uFCRC clinical samples from the Fox Chase Cancer Center Risk Assessment Program. Exome sequencing of PBLs from patients (N = 25) identified a mean of 1.4 rare variants/patient that were 1) strongly predicted to damage protein function using multiple functional predictors (SIFT, Polyphen-2, Provean, and MutationAssessor), 2) involved in pathways that suppress DSBs, and 3) have not been previously implicated in CRC. Further, many of the variant genes were commonly mutated in CRCs and other cancers in TCGA database. Comparison of PBLs from patients and age- and sex- matched controls revealed increased DSB levels (basal and with DNA damaging agents) in 18/25 patients vs. 1/25 normal controls (P = 0.001, AUC = 0.85). Next, knockdown of variant genes in HCT116 CRC cells increased DSB formation with or without damaging agents.
As a proof-of-concept, we studied one patient in detail who had candidate disease-causing variants in 2 DNA repair genes, ERCC6 and WRN. Both variants were dysfunctional in biochemical tests. We established patient-derived EBV-lines and observed, at baseline and with several DNA damaging agents, elevated levels of γH2AX foci and larger nuclear comets, indicative of DSBs. This phenotype could be rescued by expression of wild type WRN or ERCC6 and conversely induced by knockdown in CRC cells. Further, the patient derived lines exhibited reduced expression of WRN and ERCC6, implicating haploinsufficiency of these genes in the phenotype observed.
Our data support the hypothesis that defects in DSB repair genes cause moderate-level CGI that commonly presents as uFCRC. Our studies identify novel genetic subsets of FCRC, and could potentially predict familial risk and improve screening and diagnosis.
Citation Format: sanjeevani arora, Hong Yan, Iltaeg Cho, Hua-Ying Fan, Biao Luo, xiaowu gai, dale bodian, joe vockley, yan zhou, elizabeth handorf, mark andrake, emmanuelle nicolas, Ilya Serebriiskii, tim yen, michael hall, greg enders, erica golemis. Genetic predisposition to DNA double strand break repair defect defines a new class of familial colon cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4739. doi:10.1158/1538-7445.AM2015-4739
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Defects in DNA repair genes and sensitivity to cisplatin based neoadjuvant chemotherapy (NAC) for bladder cancer. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.4514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Defects in DNA repair genes and sensitivity to cisplatin based neoadjuvant chemotherapy (NAC) for bladder cancer. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.7_suppl.320] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
320 Background: Cisplatin based NAC prior to cystectomy is standard of care for MIBC, with 40-50% expected to respond with ≤pT1N0M0. Biomarkers predictive of response are lacking. Methods: MIBC pts who received 3 cycles of cisplatin based NAC on 1 of 2 prospective multicenter clinical trials were included. Pts treated with accelerated methotrexate, vinblastine, doxorubicin + cisplatin (AMVAC) provided the discovery set [n=34, 15/34 (44%) ≤pT1N0M0]. Pts treated with dose dense gemcitabine + cisplatin (DDGC) provided the validation set [n=24, 11/24 (46%) ≤pT1N0M0]. DNA from pre-treatment tumor tissue underwent sequencing for all coding exons of 287 cancer related genes and was analyzed for presence of base substitutions, indels, copy number alterations, and selected re-arrangements. The mean number of variants and variant status for each gene were correlated with response using two-sample t-test and Fisher’s exact tests. Variant data were used to create a classification tree to discriminate responders vs. non-responders in the AMVAC discovery cohort. The resulting decision rule was then tested in the independent DDGC validation set. Overall survival analysis was performed using Kaplan-Meier. Results: Pts with pT0 had significantly more alterations than those with residual tumor in both the AMVAC discovery (p=.024) and DDGC validation (p=0.018) set. In the AMVAC discovery set, alteration in ≥1 of the three DNA repair genes ATM, RB1 or FANCC predicted for ≤pT1N0M0 (p<0.001, 87% sensitivity, 100% specificity) and improved overall survival (OS) (p=0.007). This test remained predictive for ≤pT1N0M0 in the DDGC validation set (p=0.033), with a trend towards improved OS (p=0.07) at short median follow up of 14.3 mo. Conclusions: Alterations in ≥1 of ATM, RB1 and FANCC predict response to cisplatin based chemotherapy defined as ≤pT1N0M0 in both our AMVAC discovery and DDGC validation sets. We hypothesize that defects in these genes, which are important for maintenance of chromatin structure and DNA repair, confer sensitivity to DNA damaging chemotherapy and explain the accumulation of alterations seen among pts with pT0. External validation in collaboration with the cooperative groups is planned.
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Abstract 4743: Analysis of a protein expression biomarkers in HPV negative SCCHN. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-4743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Human papillomavirus negative (HPV) (-) squamous cell head and neck cancer (SCCHN) is associated with a poor prognosis and decreased response to treatment. We sought to study the correlation between protein-based biomarkers related to DNA repair, mitotic regulators and apoptosis in a tissue microarray (TMA) of HPV(-) SCCHN.
Methods: TMAs were constructed with SCCHN samples from patients treated at Fox Chase Cancer Center from 1990-2002. The TMA contained 85 p16 -surgical specimens from predominantly oral cavity tumors; 72 received adjuvant radiation. Slides were stained by a modified indirect immunofluorescence method. Sections were incubated with antibodies against ERCC1 (HPA029773, Sigma), Aurora A, (Bethyl Laboratory, IHC-00062), pAuroraA ( Bethyl Laboratory, IHC-00067), survivin (Novus Biological, NB100-56168) and a wide-spectrum screening mouse cytokeratin ab (Dako M3515). Prolong Gold mounting medium (P36931; Molecular Probes) containing 4,6-Diamidino-2-phenylindole (DAPI) defined nuclei. A tumor mask (TM) image was created from the cytokeratin stain of each histospot. ERCC1 levels were measured using fluorescent IHC on the HistoRx PM-2000 image analysis platform and data analyzed using AQUA algorithms. We assessed relationships between markers using Spearman's correlation, explored associations between markers and overall survival using Kaplan-Meier curves, and tested significance using the t-statistic. Parallel analysis of The Cancer Genome Atlas (TCGA) resources was used to establish whether correlative relationships observed at the protein level reflected commensurate changes in mRNA expression, in an independent study cohort. For this purpose, mRNA expression values were imported from the (provisional) TCGA data set encompassing 295 SCCHN samples, and Spearman's correlation coefficients were calculated.
Results: Correlation coefficients indicated a significant positive association between nuclear expression of the following markers: ERCC1 and AuroraA (p<0.0001); ERCC1 and pAurora (p=0.0027); Aurora A and pAurora (p<0.0001); survivin and Aurora A (p=0.0064); and survivin and ERCC1 (p=0.0084). Review of mRNA levels of Aurora A and survivin in the TCGA database indicated a highly significant correlation between these two markers (r=0.59, p=0.0002). This striking correlation did not represent common amplification of a chromosomal locus, given distinct chromosomal locations of Aurora A (20q13), and survivin (17q25). The relation of elevated expression of the biomarkers to prognosis was analyzed, considering biomarkers alone and in combination. A particularly important role for survivin was established, independent of other variables.
Conclusions: ERCC1, Aurora A, and survivin displayed significantly correlated expression in HPV (-) SCCHN, supporting linked function in SCCHN. This works suggests a cluster of biomarkers worthy of future study.
Citation Format: Ranee Mehra, Donghua Yang, Elizabeth Handorf, Ilya Serebriiskii, Eric Ross, Miriram Lango, John A. Ridge, Erica Golemis, Barbara Burtness. Analysis of a protein expression biomarkers in HPV negative SCCHN. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 4743. doi:10.1158/1538-7445.AM2014-4743
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The ap-2 clathrin adaptor mediates endocytosis of an inhibitory killer cell Ig-like receptor in human NK cells. THE JOURNAL OF IMMUNOLOGY 2014; 193:4675-83. [PMID: 25238755 DOI: 10.4049/jimmunol.1303406] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Stable surface expression of human inhibitory killer cell Ig-like receptors (KIRs) is critical for controlling NK cell function and maintaining NK cell tolerance toward normal MHC class I(+) cells. Our recent experiments, however, have found that Ab-bound KIR3DL1 (3DL1) readily leaves the cell surface and undergoes endocytosis to early/recycling endosomes and subsequently to late endosomes. We found that 3DL1 internalization is at least partially mediated by an interaction between the μ2 subunit of the AP-2 clathrin adaptor complex and ITIM tyrosine residues in the cytoplasmic domain of 3DL1. Disruption of the 3DL1/μ2 interaction, either by mutation of the ITIM tyrosines in 3DL1 or mutation of μ2, significantly diminished endocytosis and increased surface expression of 3DL1 in human primary NK cells and cell lines. Furthermore, we found that the 3DL1/AP-2 interaction is diminished upon Ab engagement with the receptor, as compared with untreated cells. Thus, we have identified AP-2-mediated endocytosis as a mechanism regulating the surface levels of inhibitory KIRs through their ITIM domains. Based on our results, we propose a model in which nonengaged KIRs are internalized by this mechanism, whereas engagement with MHC class I ligand would diminish AP-2 binding, thereby prolonging stable receptor surface expression and promoting inhibitory function. Furthermore, this ITIM-mediated mechanism may similarly regulate the surface expression of other inhibitory immune receptors.
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Next-generation sequencing to identify molecular alterations in DNA repair and chromatin maintenance genes associated with pathologic complete response (pT0) to neoadjuvant accelerated methotrexate, vinblastine, doxorubicin, and cisplatin (AMVAC) in muscle-invasive bladder cancer (MIBC). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.4538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Interaction trap/two-hybrid system to identify interacting proteins. ACTA ACUST UNITED AC 2012; Chapter 17:17.3.1-17.3.35. [PMID: 22161546 DOI: 10.1002/0471143030.cb1703s53] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The yeast two-hybrid method (or interaction trap) is a powerful technique for detecting protein interactions. The procedure is performed using transcriptional activation of a dual reporter system in yeast to identify interactions between a protein of interest (the bait protein) and the candidate proteins for interaction. The method can be used to screen a protein library for interactions with a bait protein or to test for association between proteins that are expected to interact based on prior evidence. Interaction mating facilitates the screening of a library with multiple bait proteins.
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Abstract
The yeast two-hybrid method (or interaction trap) is a powerful technique for detecting protein interactions. The procedure is performed using transcriptional activation of a dual reporter system in yeast to identify interactions between a protein of interest (the bait protein) and the candidate proteins for interaction. The method can be used to screen a protein library for interactions with a bait protein or to test for association between proteins that are expected to interact based on prior evidence. Interaction mating facilitates the screening of a library with multiple bait proteins.
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Yeast two-hybrid system for studying protein-protein interactions--stage 2: Transforming and characterizing the library. Cold Spring Harb Protoc 2010; 2010:pdb.prot5430. [PMID: 20439417 DOI: 10.1101/pdb.prot5430] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
An important element in the characterization of the function of a protein is the identification of other proteins with which it interacts. A powerful genetic strategy for this purpose, termed the "yeast two-hybrid system," uses transcriptional reporters in yeast to indirectly reflect the interaction between two proteins. The term "two-hybrid" derives from the two classes of chimeric, or "hybrid," proteins used in each screen. The first, commonly referred to as the "bait," is a fusion of a protein of interest "x" with a DNA-binding domain (DBD-x). The second, sometimes called the "prey," is a fusion of a cDNA library "y" to a transcriptional activation domain (AD-y). Together, DBD-x and AD-y provide the basis of the detection system. The two-hybrid approach has gained wide popularity because of the relative ease and speed with which it can be used to identify novel protein-protein interactions and to analyze known interactions. The second stage of the method, described in this protocol, includes the transformation of yeast with a cDNA library, followed by library characterization. It can be performed in parallel with construction of a bait protein (stage 1).
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Yeast two-hybrid system for studying protein-protein interactions--stage 4: Isolation of library plasmid insert and second confirmation of positive interactions. Cold Spring Harb Protoc 2010; 2010:pdb.prot5432. [PMID: 20439419 DOI: 10.1101/pdb.prot5432] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
An important element in the characterization of the function of a protein is the identification of other proteins with which it interacts. A powerful genetic strategy for this purpose, termed the "yeast two-hybrid system," uses transcriptional reporters in yeast to indirectly reflect the interaction between two proteins. The term "two-hybrid" derives from the two classes of chimeric, or "hybrid," proteins used in each screen. The first, commonly referred to as the "bait," is a fusion of a protein of interest "x" with a DNA-binding domain (DBD-x). The second, sometimes called the "prey," is a fusion of a cDNA library "y" to a transcriptional activation domain (AD-y). Together, DBD-x and AD-y provide the basis of the detection system. The two-hybrid approach has gained wide popularity because of the relative ease and speed with which it can be used to identify novel protein-protein interactions and to analyze known interactions. Stage 4, described here, outlines a series of first-order and subsequent control experiments designed to establish whether an interacting protein is likely to be biologically significant. The number of positive interactions obtained will vary drastically from bait to bait. Subsequent processing methods will depend on the number initially obtained and on the preference of the individual investigator.
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Yeast two-hybrid system for studying protein-protein interactions--stage 3: Screen for interacting proteins. Cold Spring Harb Protoc 2010; 2010:pdb.prot5431. [PMID: 20439418 DOI: 10.1101/pdb.prot5431] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
An important element in the characterization of the function of a protein is the identification of other proteins with which it interacts. A powerful genetic strategy for this purpose, termed the "yeast two-hybrid system," uses transcriptional reporters in yeast to indirectly reflect the interaction between two proteins. The term "two-hybrid" derives from the two classes of chimeric, or "hybrid," proteins used in each screen. The first, commonly referred to as the "bait," is a fusion of a protein of interest "x" with a DNA-binding domain (DBD-x). The second, sometimes called the "prey," is a fusion of a cDNA library "y" to a transcriptional activation domain (AD-y). Together, DBD-x and AD-y provide the basis of the detection system. The two-hybrid approach has gained wide popularity because of the relative ease and speed with which it can be used to identify novel protein-protein interactions and to analyze known interactions. Once the bait strain has been made and characterized (stage 1) and the library strain has been transformed and frozen in aliquots (stage 2), the next step is to mate the two strains. Stage 3 of the method, described here, details the mating and screening of the cDNA library for positive interactors.
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Yeast two-hybrid system for studying protein-protein interactions--stage 1: Construction and characterization of a bait protein. Cold Spring Harb Protoc 2010; 2010:pdb.prot5429. [PMID: 20439416 DOI: 10.1101/pdb.prot5429] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
An important element in the characterization of the function of a protein is the identification of other proteins with which it interacts. A powerful genetic strategy for this purpose, termed the yeast two-hybrid system, uses transcriptional reporters in yeast to indirectly reflect the interaction between two proteins. The term two-hybrid derives from the two classes of chimeric, or "hybrid," proteins used in each screen. The first, commonly referred to as the "bait," is a fusion of a protein of interest "x" with a DNA-binding domain (DBD-x). The second, sometimes called the "prey," is a fusion of a cDNA library "y" to a transcriptional activation domain (AD-y). Together, DBD-x and AD-y provide the basis of the detection system. The two-hybrid approach has gained wide popularity because of the relative ease and speed with which it can be used to identify novel protein-protein interactions and to analyze known interactions. In stage 1 of the method, detailed in this protocol, characterization of a novel bait is described, with attention to controls that increase the chance of the bait functioning in a two-hybrid screen.
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Numb independently antagonizes Sanpodo membrane targeting and Notch signaling in Drosophila sensory organ precursor cells. Mol Biol Cell 2010; 21:802-10. [PMID: 20053677 PMCID: PMC2828966 DOI: 10.1091/mbc.e09-09-0831] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
How Numb regulates Notch signaling following asymmetric cell division is unclear. Numb directly binds and blocks membrane localization of Sanpodo, a protein essential for Notch signaling in Drosophila. Uncoupling Sanpodo from Numb results in accumulation of Sanpodo at the membrane, but this surprisingly does not appear to promote Notch signaling. In Drosophila, mitotic neural progenitor cells asymmetrically segregate the cell fate determinant Numb in order to block Notch signaling in only one of the two daughter cells. Sanpodo, a membrane protein required for Notch signaling in asymmetrically dividing cells, is sequestered from the plasma membrane to intracellular vesicles in a Numb-dependent way after neural progenitor cell mitosis. However, the significance of Numb-dependent Sanpodo regulation is unclear. In this study, we conducted a structure–function analysis to identify the determinants of Sanpodo targeting in vivo. We identified an NPAF motif in the amino-terminal cytoplasmic tail of Sanpodo, which is conserved among insect Sanpodo homologues. The Sanpodo NPAF motif is predicted to bind directly to the Numb phosphotyrosine-binding domain and is critical for Numb binding in vitro. Deletion or mutation of the NPAF motif results in accumulation of Sanpodo at the plasma membrane in Numb-positive cells in vivo. Genetic analysis of Sanpodo NPAF mutants shows that Numb-dependent Sanpodo endocytic targeting can be uncoupled from Notch signaling regulation. Our findings demonstrate that Sanpodo contains an evolutionarily conserved motif that has been linked to Numb-dependent regulation in vertebrates and further support the model that Numb regulates Notch signaling independently of Sanpodo membrane trafficking in neural progenitor cells.
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Interaction trap/two-hybrid system to identify interacting proteins. ACTA ACUST UNITED AC 2009; Chapter 19:19.2.1-19.2.35. [PMID: 19688737 DOI: 10.1002/0471140864.ps1902s57] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The yeast two-hybrid method (or interaction trap) is a powerful technique for detecting protein interactions. The procedure is performed using transcriptional activation of a dual reporter system in yeast to identify interactions between a protein of interest (the bait protein) and the candidate proteins for interaction. The method can be used to screen a protein library for interactions with a bait protein or to test for association between proteins that are expected to interact based on prior evidence. Interaction mating facilitates the screening of a library with multiple bait proteins.
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The Sanpodo NPAF motif is required for Numb-mediated endocytosis but not Notch signaling regulation in Drosophila. Dev Biol 2009. [DOI: 10.1016/j.ydbio.2009.05.356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Abstract
The yeast two-hybrid method (or interaction trap) is a powerful technique for detecting protein interactions. The procedure is performed using transcriptional activation of a dual reporter system in yeast to identify interactions between a protein of interest (the bait protein) and the candidate proteins for interaction. The method can be used to screen a protein library for interactions with a bait protein or to test for association between proteins that are expected to interact based on prior evidence. Interaction mating facilitates the screening of a library with multiple bait proteins.
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Fibroblast-derived 3D matrix differentially regulates the growth and drug-responsiveness of human cancer cells. Matrix Biol 2008; 27:573-585. [PMID: 18411046 DOI: 10.1016/j.matbio.2008.02.008] [Citation(s) in RCA: 133] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2007] [Revised: 02/22/2008] [Accepted: 02/25/2008] [Indexed: 12/26/2022]
Abstract
Recent studies have emphasized the importance of cellular microenvironment in modulating cell growth and signaling. In vitro, collagen matrices, Matrigel, and other synthetic support systems have been used to simulate in vivo microenvironments, and epithelial cells grown in these matrices manifest significant differences in proliferation, differentiation, response to drugs, and other parameters. However, these substrates do not closely resemble the mesenchymal microenvironment that is typically associated with advanced carcinomas in vivo, which is produced to a large extent by fibroblasts. In this study, we have evaluated the ability of a fibroblast-derived three-dimensional matrix to regulate the growth of a panel of 11 human tumor epithelial cell lines. Although proliferative and morphological responses to three-dimensional cues segregated independently, general responsiveness to the matrix correlated with the ability of matrix to influence drug responses. Fibroblast-derived three-dimensional matrix increased beta1-integrin-dependent survival of a subset of human cancer cell lines during taxol treatment, while it sensitized or minimally influenced survival of other cells. beta1-integrin-dependent changes in cell resistance to taxol did not correlate with the degree of modulation of FAK and Akt, implying that additional signaling factors are involved. Based on these results, we propose that these matrices potentially have value as in vitro drug screening platforms.
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A two-step two-hybrid system to identify functionally significant protein-protein interactions. Methods 2005; 32:371-80. [PMID: 15003599 DOI: 10.1016/j.ymeth.2003.10.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2003] [Indexed: 11/19/2022] Open
Abstract
The two-step two-hybrid approach described here is an adaptation of the classic two-hybrid system. Its purpose is to identify proteins that interact with a relatively small, defined, functionally significant domain of a protein of interest. In this method, a first round of screening is performed to identify proteins that interact with bait comprised of the wild type protein. Next, each of the prey identified in this first round is tested for its ability to interact with functionally impaired, mutant bait. Any proteins that interact with the wild type bait, but not the mutant bait, are candidate effectors or regulators of the protein of interest.
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Inhibitors of Ras/Raf-1 interaction identified by two-hybrid screening revert Ras-dependent transformation phenotypes in human cancer cells. Proc Natl Acad Sci U S A 2002; 99:14398-403. [PMID: 12391290 PMCID: PMC137895 DOI: 10.1073/pnas.222222699] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The interaction of activated Ras with Raf initiates signaling cascades that contribute to a significant percentage of human tumors, suggesting that agents that specifically disrupt this interaction might have desirable chemotherapeutic properties. We used a subtractive forward two-hybrid approach to identify small molecule compounds that block the interaction of Ras with Raf. These compounds (MCP1 and its derivatives, 53 and 110) reduced serum-induced transcriptional activation of serum response element as well as Ras-induced transcription by way of the AP-1 site. They also inhibited Ras-induced Raf-1 activation in human embryonic kidney 293 cells, Raf-1 and mitogen-activated protein kinase kinase 1 activities in HT1080 fibrosarcoma cells, and epidermal growth factor-induced Raf-1 activation in A549 lung carcinoma cells. The MCP compounds caused reversion of ras-transformed phenotypes including morphology, in vitro invasiveness, and anchorage-independent growth of HT1080 cells. Decreased level of matrix metalloproteinases was also observed. Further characterization showed that MCP compounds restore actin stress fibers and cause flat reversion in NIH 3T3 cells transformed with H-Ras (V12) but not in NIH 3T3 cells transformed with constitutively active Raf-1 (RafDeltaN). Finally, we show that MCP compounds inhibit anchorage-independent growth of A549 and PANC-1 cells harboring K-ras mutation. Furthermore, MCP110 caused G(1) enrichment of A549 cells with the decrease of cyclin D level. These results highlight potent and specific effects of MCP compounds on cancer cells with intrinsic Ras activation.
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The yeast two-hybrid system: criteria for detecting physiologically significant protein-protein interactions. Curr Issues Mol Biol 2001; 1:31-45. [PMID: 11475699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023] Open
Abstract
In vivo transcription-based assays for protein-protein interactions such as the two-hybrid system are powerful methods for identifying novel proteins based on their physical association with known proteins of biological interest, or for characterizing the degree and nature of interactions between sets of proteins. Because of the complexity inherent in assays taking place within a living organism, a key issue for the effective use of two-hybrid approaches is the ability to determine whether apparent interactions are likely to be physiologically relevant. In this article, a number of the different two-hybrid systems currently available for use will be reviewed. Then, taking as a model one such system, the Interaction Trap, examples of different reagents for use in varying the affinity range of detectable interactions will be outlined. Also set forth are a number of protocols to establish an appropriate set of conditions for either screening a library or analysing the interaction phenotype between protein sets. Finally, a number of general guidelines are suggested for trouble-shooting two-hybrid results, and for eliminating falsely positive interactions.
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Interaction Trap/Two‐Hybrid System to Identify Interacting Proteins. ACTA ACUST UNITED AC 2001; Chapter 4:Unit 4.4. [DOI: 10.1002/0471142301.ns0404s00] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Interaction Trap/Two‐Hybrid System to Identify Interacting Proteins. ACTA ACUST UNITED AC 2001; Chapter 19:Unit19.2. [DOI: 10.1002/0471140864.ps1902s14] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Interaction Trap/Two‐Hybrid System to Identify Interacting Proteins. ACTA ACUST UNITED AC 2001; Chapter 20:Unit 20.1. [DOI: 10.1002/0471142727.mb2001s46] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Interaction trap/two-hybrid system to identify interacting proteins. CURRENT PROTOCOLS IN CELL BIOLOGY 2001; Chapter 17:Unit 17.3. [PMID: 18228339 PMCID: PMC4095973 DOI: 10.1002/0471143030.cb1703s08] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
This unit presents protocols designed to detect interacting proteins. Using yeast as a "test tube" and transcriptional activation of a reporter system, interacting proteins can be identified. The system can also be used to test complex formation for proteins for which there exists a reason to expect interaction.
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The continued evolution of two-hybrid screening approaches in yeast: how to outwit different preys with different baits. Gene 2000; 250:1-14. [PMID: 10854774 DOI: 10.1016/s0378-1119(00)00182-7] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The original two-hybrid system, an experimental approach designed to detect protein interactions, exploited the modular nature of many transcription factors. It has provided the intellectual and technical seed for the evolution of an array of innovative approaches, the application of which broadens the scope of experimentally feasible questions to include the interaction of proteins with diverse binding partners. The available array of modified and alternative approaches facilitates the analysis of complex cellular machinery and signaling networks that rely on multiple protein interactions. Such advances have facilitated the functional analysis of proteins on the genome level, a feat considered untenable a decade ago.
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Abstract
While many novel associations predicted by two-hybrid library screens reflect actual biological associations of two proteins in vivo, at times the functional co-relevance of two proteins scored as interacting in the two-hybrid system is unlikely. The reason for this positive score remains obscure, which leads to designating such clones as false positives. After investigating the effect of over-expressing a series of putative false positives in yeast, we determined that expression of some of these clones induces an array of biological effects in yeast, including altered growth rate and cell permeability, that bias perceived activity of LacZ reporters. Based on these observations, we identify four simple strategies that can assist in determining whether a protein is likely to have been selected in a two-hybrid screen because of indirect metabolic effects.
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