PopulationProfiler: A Tool for Population Analysis and Visualization of Image-Based Cell Screening Data.

Image-based screening typically produces quantitative measurements of cell appearance. Large-scale screens involving tens of thousands of images, each containing hundreds of cells described by hundreds of measurements, result in overwhelming amounts of data. Reducing per-cell measurements to the averages across the image(s) for each treatment leads to loss of potentially valuable information on population variability. We present PopulationProfiler-a new software tool that reduces per-cell measurements to population statistics. The software imports measurements from a simple text file, visualizes population distributions in a compact and comprehensive way, and can create gates for subpopulation classes based on control samples. We validate the tool by showing how PopulationProfiler can be used to analyze the effect of drugs that disturb the cell cycle, and compare the results to those obtained with flow cytometry.

Targeting DNA repair, DNA metabolism and replication stress as anti-cancer strategies.

Anti-cancer therapies targeting and damaging the DNA have been extensively used in the last 50 years since the discovery of nitrogen mustards, antimetabolites and platin agents. The use of these drugs is often limited by dose-limiting side effects related to their poor specificity. In recent years, much effort has been put on the discovery and development of compounds that would exploit defects in DNA repair in cancer cells such as Wee1, Chk1 or PARP1 inhibitors. However, not all cancers respond to these inhibitors. Recently, new developments towards specifically targeting broader characteristics of cancer such as replication stress (RS) and lost redox homeostasis have emerged. Oncogenes induce proliferation signals, which also result in replication-associated DNA damage, i.e. RS. Our knowledge into overall causes of RS, lesions produced and how these are signalled in cells to activate cell cycle checkpoints is evolving. Inhibition of ATR, which would normally keep non-deleterious levels of RS, induces intolerable RS levels for cancer cells. Interestingly, links between replication and transcription appear to underlie RS along with a reduction of the dNTP pool. Remarkably, sanitization of the dNTP pool by MutT homologue 1, impeding incorporation of oxidized dNTPs into the DNA, seems to be crucial for cancer cell survival. In this minireview we present an overview of current and novel strategies to target DNA repair and exploit DNA damage to treat cancer. We present the current models for cancer-associated RS as well as cancer phenotypic lethality. Both strategies are poised to better target cancer cells and reduce side effects.

Processing of protein ADP-ribosylation by Nudix hydrolases.

ADP-ribosylation is a post-translational modification (PTM) of proteins found in organisms from all kingdoms of life which regulates many important biological functions including DNA repair, chromatin structure, unfolded protein response and apoptosis. Several cellular enzymes, such as macrodomain containing proteins PARG [poly(ADP-ribose) glycohydrolase] and TARG1 [terminal ADP-ribose (ADPr) protein glycohydrolase], reverse protein ADP-ribosylation. In the present study, we show that human Nudix (nucleoside diphosphate-linked moiety X)-type motif 16 (hNUDT16) represents a new enzyme class that can process protein ADP-ribosylation in vitro, converting it into ribose-5'-phosphate (R5P) tags covalently attached to the modified proteins. Furthermore, our data show that hNUDT16 enzymatic activity can be used to trim ADP-ribosylation on proteins in order to facilitate analysis of ADP-ribosylation sites on proteins by MS.

MTH1 inhibition eradicates cancer by preventing sanitation of the dNTP pool.

Cancers have dysfunctional redox regulation resulting in reactive oxygen species production, damaging both DNA and free dNTPs. The MTH1 protein sanitizes oxidized dNTP pools to prevent incorporation of damaged bases during DNA replication. Although MTH1 is non-essential in normal cells, we show that cancer cells require MTH1 activity to avoid incorporation of oxidized dNTPs, resulting in DNA damage and cell death. We validate MTH1 as an anticancer target in vivo and describe small molecules TH287 and TH588 as first-in-class nudix hydrolase family inhibitors that potently and selectively engage and inhibit the MTH1 protein in cells. Protein co-crystal structures demonstrate that the inhibitors bind in the active site of MTH1. The inhibitors cause incorporation of oxidized dNTPs in cancer cells, leading to DNA damage, cytotoxicity and therapeutic responses in patient-derived mouse xenografts. This study exemplifies the non-oncogene addiction concept for anticancer treatment and validates MTH1 as being cancer phenotypic lethal.

Silencing of the microtubule-associated proteins doublecortin-like and doublecortin-like kinase-long induces apoptosis in neuroblastoma cells.

Doublecortin-like kinase-long (DCLK-long) and doublecortin-like (DCL) are two splice variants of DCLK gene. DCL and DCLK-long are microtubule-associated proteins with specific expression in proliferative neural progenitor cells. We have tested the hypothesis that knockdown of DCL/DCLK-long by RNA interference technology will induce cell death in neuroblastoma (NB) cells. First, we analyzed the expression of DCL and DCLK-long in several human neuroblastic tumors, other tumors, and normal tissues, revealing high expression of both DCL and DCLK-long in NB and glioma. Secondly, gene expression profiling revealed numerous differentially expressed genes indicating apoptosis induction after DCL/DCLK-long knockdown in NB cells. Finally, apoptosis was confirmed by time-lapse imaging of phosphatidylserine translocation, caspase-3 activation, live/dead double staining assays, and fluorescence-activated cell sorting. Together, our results suggest that silencing DCL/DCLK-long induces apoptosis in NB cells.

Cross-talk between integrins and oncogenes modulates chemosensitivity.

Chemotherapy often relies on cancer cell death resulting from DNA damage. The p53 tumor suppressor pathway that is an important player in DNA damage response is frequently inactivated in cancer. Genotoxicants also activate DNA damage-independent stress pathways and activity of oncogenic signaling and adhesive interactions with the cancer microenvironment can have a strong impact on chemosensitivity. Here, we have investigated how two different oncogenes modulate the response to genotoxicants in the context of two classes of integrin adhesion receptors. Epithelial cells expressing either beta1 or beta3 integrins, in which p53 activity is suppressed, undergo G(2) arrest but show little apoptosis after treatment with cisplatin or other genotoxicants. The apoptotic response is strongly enhanced by the c-Src[Y530F] oncogene in cells expressing beta1 integrins, whereas such sensitization is reduced when these cells are engineered to express beta3 integrins instead. The H-Ras[G12V] oncogene fails to sensitize, regardless of the integrin expression profile. The enhanced sensitivity induced by c-Src[Y530F] in the context of beta1 integrins does not rely on p53-mediated DNA damage signaling but instead involves increased endoplasmic reticulum stress and caspase-3 activation. Our data implicate that the expression profiles of oncogenes and integrins strongly affect the response to chemotherapeutics and may thus determine the efficacy of chemotherapy.