A fuzzy gene expression-based computational approach improves breast cancer prognostication

A fuzzy computational approach that takes into account several molecular subtypes in order to provide more accurate breast cancer prognosi

Semiautomated isolation and molecular characterisation of single or highly purified tumour cells from CellSearch enriched blood samples using dielectrophoretic cell sorting

Background: Molecular characterisation of single circulating tumour cells (CTCs) holds considerable promise for predictive biomarker assessment and to explore CTC heterogeneity. We evaluate a new method, the DEPArray system, that allows the dielectrophoretic manipulation and isolation of single and 100% purified groups of CTCs from pre-enriched blood samples and explore the feasibility of their molecular characterisation.Methods:Samples containing known numbers of two cell populations were used to assess cell loss during sample loading. Cultured breast cancer cells were isolated from spiked blood samples using CellSearch CTC and Profile kits. Single tumour cells and groups of up to 10 tumour cells were recovered with the DEPArray system and subjected to transcriptional and mutation analysis.Results:On average, 40% cell loss was observed when loading samples to the DEPArray system. Expected mutations in clinically relevant markers could be obtained for 60% of single recovered tumour cells and all groups of tumour cells. Reliable gene expression profiles were obtained from single cells and groups of up to 10 cells for 2 out of 3 spiked breast cancer cell lines.Conclusion:We describe a semiautomated workflow for the isolation of small groups of 1 to 10 tumour cells from whole blood samples and provide proof of principle for the feasibility of their comprehensive molecular characterisation

Regulation of DNA Methylation Patterns by CK2-Mediated Phosphorylation of Dnmt3a

DNA methylation is a central epigenetic modification that is established by de novo DNA methyltransferases. The mechanisms underlying the generation of genomic methylation patterns are still poorly understood. Using mass spectrometry and a phosphospecific Dnmt3a antibody, we demonstrate that CK2 phosphorylates endogenous Dnmt3a at two key residues located near its PWWP domain, thereby downregulating the ability of Dnmt3a to methylate DNA. Genome-wide DNA methylation analysis shows that CK2 primarily modulates CpG methylation of several repeats, most notably of Alu SINEs. This modulation can be directly attributed to CK2-mediated phosphorylation of Dnmt3a. We also find that CK2-mediated phosphorylation is required for localization of Dnmt3a to heterochromatin. By revealing phosphorylation as a mode of regulation of de novo DNA methyltransferase function and by uncovering a mechanism for the regulation of methylation at repetitive elements, our results shed light on the origin of DNA methylation patterns

Uncovering the genomic heterogeneity of multifocal breast cancer.

Multifocal breast cancer (MFBC), defined as multiple synchronous unilateral lesions of invasive breast cancer, is relatively frequent and has been associated with more aggressive features than unifocal cancer. Here, we aimed to investigate the genomic heterogeneity between MFBC lesions sharing similar histopathological parameters. Characterization of different lesions from 36 patients with ductal MFBC involved the identification of non-silent coding mutations in 360 protein-coding genes (171 tumour and 36 matched normal samples). We selected only patients with lesions presenting the same grade, ER, and HER2 status. Mutations were classified as 'oncogenic' in the case of recurrent substitutions reported in COSMIC or truncating mutations affecting tumour suppressor genes. All mutations identified in a given patient were further interrogated in all samples from that patient through deep resequencing using an orthogonal platform. Whole-genome rearrangement screen was further conducted in 8/36 patients. Twenty-four patients (67%) had substitutions/indels shared by all their lesions, of which 11 carried the same mutations in all lesions, and 13 had lesions with both common and private mutations. Three-quarters of those 24 patients shared oncogenic variants. The remaining 12 patients (33%) did not share any substitution/indels, with inter-lesion heterogeneity observed for oncogenic mutation(s) in genes such as PIK3CA, TP53, GATA3, and PTEN. Genomically heterogeneous lesions tended to be further apart in the mammary gland than homogeneous lesions. Genome-wide analyses of a limited number of patients identified a common somatic background in all studied MFBCs, including those with no mutation in common between the lesions. To conclude, as the number of molecular targeted therapies increases and trials driven by genomic screening are ongoing, our findings highlight the presence of genomic inter-lesion heterogeneity in one-third, despite similar pathological features. This implies that deeper molecular characterization of all MFBC lesions is warranted for the adequate management of those cancers

Global MicroRNA Expression Profiling Identifies MiR-210 Associated with Tumor Proliferation, Invasion and Poor Clinical Outcome in Breast Cancer

Aberrant microRNA (miRNA) expression is associated with cancer and has potential diagnostic and prognostic value in various malignancies. In this study, we investigated miRNA profiling as a complementary tool to improve our understanding of breast cancer (BC) biology and to assess whether miRNA expression could predict clinical outcome of BC patients.In VitroJournal ArticleResearch Support, Non-U.S. Gov'tSCOPUS: ar.jinfo:eu-repo/semantics/publishe

International study on inter-reader variability for circulating tumor cells in breast cancer

Introduction: Circulating tumor cells (CTCs) have been studied in breast cancer with the CellSearch® system. Given the low CTC counts in non-metastatic breast cancer, it is important to evaluate the inter-reader agreement.Methods: CellSearch® images (N = 272) of either CTCs or white blood cells or artifacts from 109 non-metastatic (M0) and 22 metastatic (M1) breast cancer patients from reported studies were sent to 22 readers from 15 academic laboratories and 8 readers from two Veridex laboratories. Each image was scored as No CTC vs CTC HER2- vs CTC HER2+. The 8 Veridex readers were summarized to a Veridex Consensus (VC) to compare each academic reader using % agreement and kappa (κ) statistics. Agreement was compared according to disease stage and CTC counts using the Wilcoxon signed rank test.Results: For CTC definition (No CTC vs CTC), the median agreement between academic readers and VC was 92% (range 69 to 97%) with a median κ of 0.83 (range 0.37 to 0.93). Lower agreement was observed in images from M0 (median 91%, range 70 to 96%) compared to M1 (median 98%, range 64 to 100%) patients (P < 0.001) and from M0 and <3CTCs (median 87%, range 66 to 95%) compared to M0 and ≥3CTCs samples (median 95%, range 77 to 99%), (P < 0.001). For CTC HER2 expression (HER2- vs HER2+), the median agreement was 87% (range 51 to 95%) with a median κ of 0.74 (range 0.25 to 0.90).Conclusions: The inter-reader agreement for CTC definition was high. Reduced agreement was observed in M0 patients with low CTC counts. Continuous training and independent image review are required

Immune infiltration in invasive lobular breast cancer

Background: Invasive lobular breast cancer (ILC) is the second most common histological subtype of breast cancer after invasive ductal cancer (IDC). Here, we aimed at evaluating the prevalence, levels and composition of tumor infiltrating lymphocytes (TIL) and their association with clinico-pathological, and outcome variables in ILC, and to compare it with IDC. Methods: We considered two patient series with TIL data: a multi-centric retrospective series (n=614) and the BIG 02-98 study (n=149 ILC and 807 IDC). We compared immune subsets identified by immuno-histochemistry in the ILC (n=159) and IDC (n=468) patients from the Nottingham series, as well as the CIBERSORT immune profiling of the ILC (n=98) and IDC (n=388) METABRIC and TCGA patients. All ILC/IDC comparisons were done in ER-positive/HER2-negative tumors. All statistical tests were two-sided. Results: TIL levels were statistically significantly lower in ILC compared to IDC (fold change =0.79; 95%CI: 0.70-0.88, P<.001). In ILC, high TIL levels were associated with young age, lymph node involvement, and high proliferative tumors. In the univariable analysis, high TIL levels were associated with worse prognosis in the retrospective and BIG 02-98 lobular series, although it did not reach statistical significance in the latter. The Nottingham series revealed that the levels of intra-tumoral but not total CD8+ were statistically significantly lower in ILC compared to IDC. Comparison of the CIBERSORT profiles highlighted statistically significant differences in terms of immune composition. Conclusion: This study shows differences between the immune infiltrates of ER-positive/HER2-negative ILC and IDC in terms of prevalence, levels, localization, composition, and clinical associations

Identification des protéines FBP1 et FBP2 comme partenaires des protéines de liaison aux éléments riches en adénine et uridine (ARE) TIA-1 et TIAR

Dans les cellules eucaryotes, l’expression d’un gène peut être régulée à de nombreux niveaux. Les études réalisées sur le contrôle de l’expression génique se sont généralement intéressées aux mécanismes de contrôle transcriptionnel. Cependant de nombreux exemples mettent de plus en plus en évidence l’importance des mécanismes post-transcriptionnels dans cette régulation. Les contrôles post-transcriptionnels de l’expression génique reposent essentiellement sur des interactions spécifiques entre les régions 5’ et 3’ non traduites de l’ARNm et des protéines agissant en trans qui contrôlent spécifiquement la maturation des ARNs messagers (ARNms), leur localisation cytoplasmique, leur stabilité et/ou leur traduction. Les éléments riches en adénine et en uridine (ARE), localisés dans la région 3’ non traduite de nombreux ARNms, font partie des séquences régulatrices les plus étudiées. Elles sont notamment présentes dans les ARNms codant pour des cytokines et des proto-oncogènes. Les protéines de liaison à l’ARN jouent donc un rôle central dans la régulation de l’expression des gènes. Les protéines TIA-1 et TIAR appartiennent à la famille des protéines qui fixent l’ARN et qui contiennent des domaines RRM (RNA Recognition Motif). Elles sont impliquées dans des mécanismes permettant la régulation de l’expression génique tels que l’épissage alternatif et la traduction. En particulier, elles participent à l’arrêt général de la traduction qui accompagne un stress environnemental en séquestrant les ARNms poly(A)+ non traduits dans des foci cytoplasmiques appelés granules de stress (SGs). Elles sont également impliquées dans la répression traductionnelle d’ARNms spécifiques en liant les ARE présents dans les extrémités 3’ non traduites de certains ARNms, et notamment des ARNs messagers codant pour le TNF-α et la cyclooxygénase-2 (Cox-2). L’invalidation des gènes tia-1 et tiar chez la souris conduit à une létalité embryonnaire élevée suggérant que ces protéines jouent également un rôle important au cours de l’embryogenèse. Afin de comprendre les mécanismes par lesquels les protéines TIA-1 et TIAR remplissent leurs différentes fonctions, nous avons réalisé un criblage par la technique du double hybride en levure afin d'identifier des partenaires d’interaction de ces deux protéines. Les protéines TIA-1 et TIAR interagissent avec les protéines FBPs (Fuse Binding Proteins). Celles-ci participent notamment à la maturation et à la dégradation des ARNs. Nous avons montré que les protéines FBPs co-localisent parfaitement avec TIA-1 dans le noyau et migrent dans les granules de stress en réponse à un stress oxydatif. De plus, des expériences de retard de migration sur gel réalisées à partir d’extrait cytosolique de macrophages ont montré que les protéines FBPs sont présentes dans le même complexe liant l’ARE du TNF-α que TIA-1. Enfin, la surexpression du domaine de liaison à l’ARN KH3 de FBP2 en fusion à l’EGFP induit la séquestration spécifique des protéines TIA-1 et TIAR dans des foci cytoplasmiques, empêchant ainsi leur accumulation nucléaire. Nos résultats indiquent que les protéines TIA-1/R et FBPs pourraient être fonctionnellement impliquées dans des étapes communes du métabolisme de l’ARN dans le noyau et/ou le cytoplasme.Doctorat en sciences, Spécialisation biologie moléculaireinfo:eu-repo/semantics/nonPublishe

La Vieille Major, notice 84

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