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Ricci F, Subramanian A, Wade M. Open Access to High-Content Clonogenic Analysis. ACTA ACUST UNITED AC 2014; 20:391-401. [DOI: 10.1177/1087057114557775] [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
Image-processing programs are used to identify and classify eukaryotic cell colonies as spots following seeding at low density on dishes or in multiwell plates. The output from such approaches, however, is generally limited to 1–2 parameters, and there is no ability to extract phenotypic information at the single colony level. Furthermore, there is a lack of user-friendly pipelines for analysis of clonogenicity in the context of high-content analysis. This article describes an experimental and multiparametric image analysis workflow for clonogenic assays in multiwell format, named the Colony Assay Toolbox (CAT). CAT incorporates a cellular-level resolution of individual colonies and facilitates the extraction of phenotypic information, including the number and size of colonies and nuclei, as well as morphological parameters associated with each structure. Furthermore, the pipeline is capable of discriminating between colonies composed of senescent and nonsenescent cells. We demonstrate the accuracy and flexibility of CAT by interrogating the effects of 2 preclinical compounds, Nutlin-3a and ABT-737, on the growth of human osteosarcoma cells. CAT is accessible to virtually all laboratories because it uses common wide-field fluorescent microscopes, the open-source CellProfiler program for colony image analysis, and a single fluorescent dye for all the segmentation steps.
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Affiliation(s)
- Fernanda Ricci
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - Aishwarya Subramanian
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
| | - Mark Wade
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia (IIT), Milan, Italy
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Guzmán C, Bagga M, Kaur A, Westermarck J, Abankwa D. ColonyArea: an ImageJ plugin to automatically quantify colony formation in clonogenic assays. PLoS One 2014; 9:e92444. [PMID: 24647355 PMCID: PMC3960247 DOI: 10.1371/journal.pone.0092444] [Citation(s) in RCA: 442] [Impact Index Per Article: 44.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Accepted: 02/21/2014] [Indexed: 11/18/2022] Open
Abstract
The clonogenic or colony formation assay is a widely used method to study the number and size of cancer cell colonies that remain after irradiation or cytotoxic agent administration and serves as a measure for the anti-proliferative effect of these treatments. Alternatively, this assay is used to quantitate the transforming potential of cancer associated genes and chemical agents. Therefore, there is a need for a simplified and standardized analysis of colony formation assays for both routine laboratory use and for parallelized automated analysis. Here we describe the freely available ImageJ-plugin "ColonyArea", which is optimized for rapid and quantitative analysis of focus formation assays conducted in 6- to 24-well dishes. ColonyArea processes image data of multi-well dishes, by separating, concentrically cropping and background correcting well images individually, before colony formation is quantitated. Instead of counting the number of colonies, ColonyArea determines the percentage of area covered by crystal violet stained cell colonies, also taking the intensity of the staining and therefore cell density into account. We demonstrate that these parameters alone or in combination allow for robust quantification of IC50 values of the cytotoxic effect of two staurosporines, UCN-01 and staurosporine (STS) on human glioblastoma cells (T98G). The relation between the potencies of the two compounds compared very well with that obtained from an absorbance based method to quantify colony growth and to published data. The ColonyArea ImageJ plugin provides a simple and efficient analysis routine to quantitate assay data of one of the most commonly used cellular assays. The bundle is freely available for download as supporting information. We expect that ColonyArea will be of broad utility for cancer biologists, as well as clinical radiation scientists.
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Affiliation(s)
- Camilo Guzmán
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Manish Bagga
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Amanpreet Kaur
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
- Department of Pathology, University of Turku, Turku, Finland
- Turku Doctoral Program of Biomedical Sciences, University of Turku and Åbo Akademi University, Turku, Finland
| | - Jukka Westermarck
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
- Department of Pathology, University of Turku, Turku, Finland
| | - Daniel Abankwa
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
- * E-mail:
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Singh B, Coffey RJ. From wavy hair to naked proteins: the role of transforming growth factor alpha in health and disease. Semin Cell Dev Biol 2014; 28:12-21. [PMID: 24631356 DOI: 10.1016/j.semcdb.2014.03.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Revised: 02/28/2014] [Accepted: 03/04/2014] [Indexed: 02/07/2023]
Abstract
Since its discovery in 1978 and cloning in 1984, transforming growth factor-alpha (TGF-α, TGFA) has been one of the most extensively studied EGF receptor (EGFR) ligands. In this review, we provide a historical perspective on TGFA-related studies, highlighting what we consider important advances related to its function in normal and disease states.
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Affiliation(s)
- Bhuminder Singh
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
| | - Robert J Coffey
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Veteran Affairs Medical Center, Nashville, TN 37232, USA.
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Liu J, Luo S, Zhao H, Liao J, Li J, Yang C, Xu B, Stern DF, Xu X, Ye K. Structural mechanism of the phosphorylation-dependent dimerization of the MDC1 forkhead-associated domain. Nucleic Acids Res 2012; 40:3898-912. [PMID: 22234877 PMCID: PMC3351156 DOI: 10.1093/nar/gkr1296] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
MDC1 is a key mediator of the DNA-damage response in mammals with several phosphorylation-dependent protein interaction domains. The function of its N-terminal forkhead-associated (FHA) domain remains elusive. Here, we show with structural, biochemical and cellular data that the FHA domain mediates phosphorylation-dependent dimerization of MDC1 in response to DNA damage. Crystal structures of the FHA domain reveal a face-to-face dimer with pseudo-dyad symmetry. We found that the FHA domain recognizes phosphothreonine 4 (pT4) at the N-terminus of MDC1 and determined its crystal structure in complex with a pT4 peptide. Biochemical analysis further revealed that in the dimer, the FHA domain binds in trans to pT4 from the other subunit, which greatly stabilizes the otherwise unstable dimer. We show that T4 is phosphorylated primarily by ATM upon DNA damage. MDC1 mutants with the FHA domain deleted or impaired in its ability to dimerize formed fewer foci at DNA-damage sites, but the localization defect was largely rescued by an artificial dimerization module, suggesting that dimerization is the primary function of the MDC1 FHA domain. Our results suggest a novel mechanism for the regulation of MDC1 function through T4 phosphorylation and FHA-mediated dimerization.
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Affiliation(s)
- Jinping Liu
- Beijing Key Laboratory of DNA Damage Response and College of Life Science, Capital Normal University, Beijing 100048, China
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Surena AL, de Faria GP, Studler JM, Peiretti F, Pidoux M, Camonis J, Chneiweiss H, Formstecher E, Junier MP. DLG1/SAP97 modulates transforming growth factor alpha bioavailability. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2008; 1793:264-72. [PMID: 18930083 DOI: 10.1016/j.bbamcr.2008.09.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2008] [Revised: 08/06/2008] [Accepted: 09/11/2008] [Indexed: 11/27/2022]
Abstract
TGFalpha and its receptor EGFR participate in the development of a wide range of tumors including gliomas, the main adult primary brain tumors. TGFalpha soluble form results from the cleavage by the metalloprotease TACE/ADAM17 of the extracellular part of its transmembrane precursor, pro-TGFalpha. To gain insights into the mechanisms underlying TGFalpha bioavailability, a yeast two-hybrid screen was performed to identify proteins interacting with pro-TGFalpha intracellular domain (ICD). DLG1/SAP97 (Discs Large Gene 1 or Synapse Associated Protein 97) was found to interact with both pro-TGFalpha and TACE ICDs through distinct PDZ domains. An in vivo pro-TGFalpha-DLG1-TACE complex was detected in U251 glioma cells and in gliomas-derived tumor initiating cells. Interaction between DLG1 and TACE diminished in response to stimulations promoting pro-TGFalpha shedding. Manipulation of DLG1 levels revealed dual actions of DLG1 on pro-TGFalpha shedding, favoring approximation of pro-TGFalpha and TACE, while limiting TACE full shedding activity. These results show that DLG1 participates in the control of TGFalpha bioavailability through its dynamic interaction with the growth factor precursor and TACE.
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Weigle B, Kiessling A, Ebner R, Fuessel S, Temme A, Meye A, Schmitz M, Rieger MA, Ockert D, Wirth MP, Rieber EP. D-PCa-2: a novel transcript highly overexpressed in human prostate and prostate cancer. Int J Cancer 2004; 109:882-92. [PMID: 15027122 DOI: 10.1002/ijc.20049] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Identification of genes selectively expressed in tumors or individual tissues is a crucial prerequisite for molecular diagnosis and treatment of cancer by addressing molecular targets. By screening an expression database, we identified the novel gene D-PCa-2 (Dresden prostate carcinoma 2), which is highly overexpressed in normal prostate tissue and prostate carcinoma (PCa). The corresponding transcript contained an open reading frame of 453 nucleotides encoding a putative protein of 150 amino acids. A large part of exon 8 of the D-PCa-2 gene shows strong similarity to the high-mobility-group nucleosomal binding protein 2 (HMGN2) cDNA. The highly specific transcription of the D-PCa-2 gene in normal and malignant prostate tissues and in a few additional tumors was demonstrated by using multiple tissue dot blot, cancer profiling dot blot and real-time PCR analyses. Examination of 18 pairs of tumorous and nontumorous prostate tissues from PCa patients by quantitative RT-PCR revealed D-PCa-2 transcripts in all specimens. The potential usefulness of D-PCa-2 as a sensitive marker for metastatic prostate carcinoma cells in lymph nodes was demonstrated by the detection of one LNCaP cell in 1 x 10(5) normal lymph node cells using real-time RT-PCR. Examination of 22 lymph nodes from PCa patients either containing metastatic prostate cancer cells or diagnosed as cancer-free was in full concordance with histopathologic diagnoses. These results validate D-PCa-2 as a transcript with high tissue specificity and with a potential application in the diagnosis of PCa.
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Affiliation(s)
- Bernd Weigle
- Institute of Immunology, Medical Faculty, Technical University Dresden, Dresden, Germany.
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Xu X, Stern DF. NFBD1/MDC1 regulates ionizing radiation‐induced focus formation by DNA checkpoint signaling and repair factors. FASEB J 2003; 17:1842-8. [PMID: 14519663 DOI: 10.1096/fj.03-0310com] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
NFBD1/MDC1 (mediator of DNA damage checkpoint 1) is a nuclear factor with an amino-terminal FHA (forkhead-associated) domain and a tandem repeat of BRCT (breast cancer susceptibility gene-1 carboxyl terminus) domains. We have previously shown that NFBD1 is an early participant in DNA damage signaling pathways and that ionizing radiation-induced nuclear foci (IRIF) of NFBD1 colocalize with several DNA checkpoint signaling and repair factors. We report here that NFBD1 physically associates with ATM, p53, components of the MRE11-RAD50-NBS1 (MRN) complex, and gamma-H2AX. An overexpressed FHA domain-containing fragment of NFBD1 binds to endogenous NFBD1 and components of the MRN complex, but not to gamma-H2AX. This fragment interferes with IRIF formation by endogenous NFBD1, MRE11, or NBS1. A BRCT domain-containing fragment of NFBD1 binds to gamma-H2AX and 53BP1, but not to components of the MRN complex, and abolishes IRIF formation by NFBD1, MRE11, NBS1, 53BP1, CHK2 phospho-T68, gamma-H2AX, and possible ATM/ATR substrates recognized by anti-phospho-SQ/TQ antibody. These results suggest that NFBD1 is an ATM/ATR-dependent organizer that recruits DNA checkpoint signaling and repair proteins to the sites of DNA damage.
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Affiliation(s)
- Xingzhi Xu
- Department of Pathology, School of Medicine, Yale University, 310 Cedar St., BML342, New Haven, Connecticut 06510, USA
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Abstract
The tumor suppressor gene CHK2 encodes a versatile effector serine/threonine kinase involved in responses to DNA damage. Chk2 has an amino-terminal SQ/TQ cluster domain (SCD), followed by a forkhead-associated (FHA) domain and a carboxyl-terminal kinase catalytic domain. Mutations in the SCD or FHA domain impair Chk2 checkpoint function. We show here that autophosphorylation of Chk2 produced in a cell-free system requires trans phosphorylation by a wortmannin-sensitive kinase, probably ATM or ATR. Both SQ/TQ sites and non-SQ/TQ sites within the Chk2 SCD can be phosphorylated by active Chk2. Amino acid substitutions in the SCD and the FHA domain impair auto- and trans-kinase activities of Chk2. Chk2 forms oligomers that minimally require the FHA domain of one Chk2 molecule and the SCD within another Chk2 molecule. Chk2 oligomerization in vivo increases after DNA damage, and when damage is induced by gamma irradiation, this increase requires ATM. Chk2 oligomerization is phosphorylation dependent and can occur in the absence of other eukaryotic proteins. Chk2 can cross-phosphorylate another Chk2 molecule in an oligomeric complex. Induced oligomerization of a Chk2 chimera in vivo concomitant with limited DNA damage augments Chk2 kinase activity. These results suggest that Chk2 oligomerization regulates Chk2 activation, signal amplification, and transduction in DNA damage checkpoint pathways.
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Affiliation(s)
- Xingzhi Xu
- Department of Pathology, School of Medicine, Yale University, New Haven, Connecticut 06510, USA
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Grasl-Kraupp B, Schausberger E, Hufnagl K, Gerner C, Löw-Baselli A, Rossmanith W, Parzefall W, Schulte-Hermann R. A novel mechanism for mitogenic signaling via pro-transforming growth factor alpha within hepatocyte nuclei. Hepatology 2002; 35:1372-80. [PMID: 12029622 DOI: 10.1053/jhep.2002.33203] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Transforming growth factor (TGF) alpha, an important mediator of growth stimulation, is known to act via epidermal growth factor receptor (EGF-R) binding in the cell membrane. Here we show by immunohistology, 2-dimensional immunoblotting, and mass spectrometry of nuclear fractions that the pro-protein of wild-type TGF-alpha occurs in hepatocyte nuclei of human, rat, and mouse liver. Several findings show a close association between nuclear pro-TGF-alpha and DNA synthesis. (1) The number of pro-TGF-alpha+ nuclei was low in resting liver and increased dramatically after partial hepatectomy and after application of hepatotoxic chemicals or the primary mitogen cyproterone acetate (CPA); in any case, S phase occurred almost exclusively in pro-TGF-alpha+ nuclei. The same was found in human cirrhotic liver. (2) In primary culture, 7% of hepatocytes synthesized pro-TGF-alpha, which then translocated to the nucleus; 70% of these nuclei subsequently entered DNA replication, whereas only 2% of pro-TGF-alpha- hepatocytes were in S phase. (3) The frequency of hepatocytes coexpressing pro-TGF-alpha and DNA synthesis was increased by the hepatomitogens CPA or prostaglandin E(2) and was decreased by the growth inhibitor TGF-beta1. (4) Treatment with mature TGF-alpha increased DNA synthesis exclusively in pro-TGF-alpha- hepatocytes, which was abrogated by the EGF-R tyrosine kinase inhibitor tyrphostin A25. In conclusion, TGF-alpha gene products may exert mitogenic effects in hepatocytes via 2 different signaling mechanisms: (1) the "classic" pathway of mature TGF-alpha via EGF-R in the membrane and (2) a novel pathway involving the presence of pro-TGF-alpha in the nucleus.
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Xu X, Kelleher KF, Liao J, Creek KE, Pirisi L. Unique carboxyl-terminal sequences of wild type and alternatively spliced variant forms of transforming growth factor-alpha precursors mediate specific interactions with ErbB4 and ErbB2. Oncogene 2000; 19:3172-81. [PMID: 10918572 DOI: 10.1038/sj.onc.1203645] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We have previously reported that the human transforming growth factor-alpha (TGF-alpha) gene encodes three forms of TGF-alpha precursors, designated wild type (WT), variant I (VaI), and variant II (VaII), derived from alternative splicing. The two carboxyl-terminal valine residues of WT are replaced by 5 (GCRLY) or 4 (ATLG) amino acids in VaI or VaII, respectively. When overexpressed in Chinese hamster ovary (CHO) cells, VaI and ValI, but not WT, support autonomous growth. We detected tyrosine phosphorylation of ErbB2 in the absence of serum, in CHO cells expressing WT, VaI, or VaII, but not in mock transfectants. These observations prompted us to investigate possible interactions between the ErbBs and the TGF-alpha precursors in CHO cells. All TGF-alpha precursors were found to co-immunoprecipitate with the ErbBs, but with different specificity. WT co-immunoprecipitated with ErbB4, but not with ErbB1, ErbB2, or ErbB3. VaI and VaII co-immunoprecipitated with ErbB2, but not with ErbB1, ErbB3, or ErbB4. Confocal fluorescent microscopy analysis demonstrated that WT, VaI, and VaII all distribute equally to the cell surface while, as expected, a WT mutant lacking the two C-terminal valine residues does not. Point and deletion mutants involving the unique carboxyl-terminal residues of WT, VaI and VaII, indicated that the interactions between the three TGF-alpha precursors and the ErbBs were mediated by their carboxyl-terminal regions, which constitute distinct protein-binding motifs. A chimera of the intracellular domain of WT TGF-alpha linked to exogenous transmembrane and extracellular domains retained both the cell surface distribution and the specific interaction with ErbB4 of full-length WT, confirming that this interaction is mediated by the C-terminus of the TGF-alpha precursor. While interactions of WT and variant TGF-alpha with the ErbBs all result in ErbB2 activation, they produce different biological consequences, suggesting that the various TGF-alpha precursors differentially modulate ErbB signaling.
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Affiliation(s)
- X Xu
- Department of Pathology, University of South Carolina School of Medicine, Columbia 29208, USA
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