55 research outputs found

    Quantifying HER-2 expression on circulating tumor cells by ACCEPT

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    Circulating tumor cells (CTCs) isolated from blood can be probed for the expression of treatment targets. Immunofluorescence is often used for both the enumeration of CTC and the determination of protein expression levels related to treatment targets. Accurate and reproducible assessment of such treatment target expression levels is essential for their use in the clinic. To enable this, an open source image analysis program named ACCEPT was developed in the EU-FP7 CTCTrap and CANCER-ID programs. Here its application is shown on a retrospective cohort of 132 metastatic breast cancer patients from which blood samples were processed by CellSearch (R) and stained for HER-2 expression as additional marker. Images were digitally stored and reviewers identified a total of 4084 CTCs. CTC's HER-2 expression was determined in the thumbnail images by ACCEPT. 150 of these images were selected and sent to six independent investigators to score the HER-2 expression with and without ACCEPT. Concordance rate of the operators' scoring results for HER2 on CTCs was 30% and could be increased using the ACCEPT tool to 51%. Automated assessment of HER-2 expression by ACCEPT on 4084 CTCs of 132 patients showed 8 (6.1%) patients with all CTCs expressing HER-2, 14 (10.6%) patients with no CTC expressing HER-2 and 110 (83.3%) patients with CTCs showing a varying HER-2 expression level. In total 1576 CTCs were determined HER-2 positive. We conclude that the use of image analysis enables a more reproducible quantification of treatment targets on CTCs and leads the way to fully automated and reproducible approaches

    The Parental Non-Equivalence of Imprinting Control Regions during Mammalian Development and Evolution

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    In mammals, imprinted gene expression results from the sex-specific methylation of imprinted control regions (ICRs) in the parental germlines. Imprinting is linked to therian reproduction, that is, the placenta and imprinting emerged at roughly the same time and potentially co-evolved. We assessed the transcriptome-wide and ontology effect of maternally versus paternally methylated ICRs at the developmental stage of setting of the chorioallantoic placenta in the mouse (8.5dpc), using two models of imprinting deficiency including completely imprint-free embryos. Paternal and maternal imprints have a similar quantitative impact on the embryonic transcriptome. However, transcriptional effects of maternal ICRs are qualitatively focused on the fetal-maternal interface, while paternal ICRs weakly affect non-convergent biological processes, with little consequence for viability at 8.5dpc. Moreover, genes regulated by maternal ICRs indirectly influence genes regulated by paternal ICRs, while the reverse is not observed. The functional dominance of maternal imprints over early embryonic development is potentially linked to selection pressures favoring methylation-dependent control of maternal over paternal ICRs. We previously hypothesized that the different methylation histories of ICRs in the maternal versus the paternal germlines may have put paternal ICRs under higher mutational pressure to lose CpGs by deamination. Using comparative genomics of 17 extant mammalian species, we show here that, while ICRs in general have been constrained to maintain more CpGs than non-imprinted sequences, the rate of CpG loss at paternal ICRs has indeed been higher than at maternal ICRs during evolution. In fact, maternal ICRs, which have the characteristics of CpG-rich promoters, have gained CpGs compared to non-imprinted CpG-rich promoters. Thus, the numerical and, during early embryonic development, functional dominance of maternal ICRs can be explained as the consequence of two orthogonal evolutionary forces: pressure to tightly regulate genes affecting the fetal-maternal interface and pressure to avoid the mutagenic environment of the paternal germline

    Caractérisation génomique et fonctionnelle de l'empreinte parentale par le modÚle murin mutant pour Dnmt3L

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    PARIS7-BibliothĂšque centrale (751132105) / SudocSudocFranceF

    Évolution de l’empreinte parentale chez les mammifùres

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    L’empreinte parentale ou empreinte gĂ©nomique impose un mode de reproduction sexuĂ© obligatoire chez les mammifĂšres. Ce phĂ©nomĂšne rĂ©sulte de l’expression mono-allĂ©lique et monoparentale d’un groupe de gĂšnes. Ce mĂ©canisme de rĂ©gulation gĂ©nique concerne les mammifĂšres vivipares comme les euthĂ©riens et, dans une moindre mesure, les marsupiaux. Les mammifĂšres ovipares, ou monotrĂšmes, ne semblent pas dotĂ©s d’empreinte parentale. Cette restriction phylogĂ©nĂ©tique conforte l’hypothĂšse selon laquelle l’émergence de l’organe placentaire aurait imposĂ© une pression sĂ©lective pour l’acquisition de l’empreinte. Ces arguments physiologiques ont Ă©tĂ© plus rĂ©cemment Ă©tayĂ©s par des arguments gĂ©nomiques, grĂące au sĂ©quençage du gĂ©nome de l’étrange ornithorynque, un des rares monotrĂšmes encore existants. De nombreuses coĂŻncidences temporelles et fonctionnelles existent entre l’apparition de l’empreinte et l’accumulation d’élĂ©ments transposables. Les analyses comparatives systĂ©matiques du gĂ©nome de diffĂ©rentes espĂšces de mammifĂšres, classiques et exotiques, sont essentielles Ă  notre connaissance de l’émergence et de l’évolution de l’empreinte

    Circulating extracellular vesicles provide valuable protein, but not DNA, biomarkers in metastatic breast cancer

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    Abstract Detection of cell‐free circulating tumour DNA (ctDNA) and cancer‐specific extracellular vesicles (EVs) in patient blood have been widely explored as non‐invasive biomarkers for cancer detection and disease follow up. However, most of the protocols used to isolate EVs co‐isolate other components and the actual value of EV‐associated markers remain unclear. To determine the optimal source of clinically‐relevant circulating biomarkers in breast cancer, we applied a size exclusion chromatography (SEC) procedure to analyse separately the content in nucleic acids of EV‐enriched and EV‐depleted fractions, in comparison to total plasma. Both cellular and mitochondrial DNA (cellDNA and mtDNA) were detected in EV‐rich and EV‐poor fractions. Analysing specific mutations identified from tumour tissues, we detected tumour‐specific cellular alleles in all SEC fractions. However, quantification of ctDNA from total plasma was more sensitive than from any SEC fractions. On the other hand, mtDNA was preferentially enriched in EV fractions from healthy donor, whereas cancer patients displayed more abundant mtDNA in total plasma, and equally distributed in all fractions. In contrast to nucleic acids, using a Multiplexed bead‐based EV‐analysis assay, we identified three surface proteins enriched in EVs from metastatic breast cancer plasma, suggesting that a small set of EV surface molecules could provide a disease signature. Our findings provide evidence that the detection of DNA within total circulating EVs does not add value as compared to the whole plasma, at least in the metastatic breast cancer patients used here. However, analysis of a subtype of EV‐associated proteins may reliably identify cancer patients. These non‐invasive biomarkers represent a promising tool for cancer diagnosis and real‐time monitoring of treatment efficacy and these results will impact the development of therapeutic approaches using EVs as targets or biomarkers of cancer
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