RESUMEN
In March 2020, with lockdown due to the coronavirus pandemic underway, the Francis Crick Institute (the Crick) regeared its research laboratories into clinical testing facilities. Two pipelines were established, one for polymerase chain reaction and the other for Serology. This article discusses the Cricks Flow Cytometry Science Technology Platform (Flow STP) role in setting up the Serology pipeline. Pipeline here referring to the overarching processes in place to facilitate the receipt of human sera through to a SARs-CoV-2 enzyme-linked immunosorbent assay result. We examine the challenges that had to be overcome by a research laboratory to incorporate clinical diagnostics and the processes by which this was achieved. It describes the governance required to run the service, the design of the standard operating procedures (SOPs) and pipeline, the setting up of the assay, the validation required to show the robustness of the pipeline and reporting the results of the assay. Finally, as the lockdown started to ease in June 2020, it examines how this new service affects the daily running of the Flow STP. © 2020 The Authors. Cytometry Part A published by Wiley Periodicals LLC on behalf of International Society for Advancement of Cytometry.
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Adaptación Psicológica , COVID-19/diagnóstico , Citometría de Flujo/normas , Laboratorios/normas , SARS-CoV-2/aislamiento & purificación , COVID-19/sangre , COVID-19/epidemiología , Ensayo de Inmunoadsorción Enzimática/normas , Ensayo de Inmunoadsorción Enzimática/tendencias , Citometría de Flujo/tendencias , Humanos , Laboratorios/tendencias , Reproducibilidad de los ResultadosRESUMEN
BACKGROUND: MED12 and TERT promoter mutations have been shown to be the most common somatic mutations in phyllodes tumours (PTs). The aims of this study were to determine the frequency of these mutations in recurrent PTs, assess whether TERT promoter mutations could be helpful in distinguishing fibroadenomas (FAs) from PTs and identify novel mutations that may be driving malignant progression. METHODS: MED12 and the TERT promoter were Sanger sequenced in 75 primary PTs, 21 recurrences, 19 single FAs and 2 cases of multiple FAs with benign PTs. Whole-exome sequencing was performed on one borderline PT. RESULTS: Recurrent PTs and multiple FAs showed temporal discordance in MED12 but not TERT. Recurrent samples did acquire TERT mutations, with recurrent benign PTs more likely to have mutations in both genes. TERT mutations were not helpful in differentiating between benign PTs and FAs in cases of multiple FAs/PTs. Exome sequencing revealed a nonsense mutation in RBM15 and Sanger sequencing revealed another three RBM15 mutations in malignant/borderline PTs. CONCLUSIONS: This study has shown that MED12 mutations can be heterogeneous in both synchronous and recurrent PTs unlike TERT mutations. We have also shown that RBM15 mutations may be important in the pathogenesis of borderline/malignant PTs.
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Neoplasias de la Mama/genética , Complejo Mediador/genética , Mutación , Tumor Filoide/genética , Proteínas de Unión al ARN/genética , Telomerasa/genética , Adulto , Secuencia de Bases , Neoplasias de la Mama/patología , Femenino , Humanos , Recurrencia Local de Neoplasia , Tumor Filoide/patología , Regiones Promotoras Genéticas , Adulto JovenRESUMEN
BACKGROUND: Lobular carcinoma in situ (LCIS) is a non-invasive breast lesion that is typically found incidentally on biopsy and is often associated with invasive lobular carcinoma (ILC). LCIS is considered by some to be a risk factor for future breast cancer rather than a true precursor lesion. The aim of this study was to identify genetic changes that could be used as biomarkers of progression of LCIS to invasive disease using cases of pure LCIS and comparing their genetic profiles to LCIS which presented contemporaneously with associated ILC, on the hypothesis that the latter represents LCIS that has already progressed. METHODS: Somatic copy number aberrations (SCNAs) were assessed by SNP array in three subgroups: pure LCIS, LCIS associated with ILC and the paired ILC. In addition exome sequencing was performed on seven fresh frozen samples of LCIS associated with ILC, to identify recurrent somatic mutations. RESULTS: The copy number profiles of pure LCIS and LCIS associated with ILC were almost identical. However, four SCNAs were more frequent in ILC than LCIS associated with ILC, including gain/amplification of CCND1. CCND1 protein over-expression assessed by immunohistochemical analysis in a second set of samples from 32 patients with pure LCIS and long-term follow up, was associated with invasive recurrence (P = 0.02, Fisher's exact test). Exome sequencing revealed that PIK3CA mutations were as frequent as CDH1 mutations in LCIS, but were not a useful biomarker of LCIS progression as they were as frequent in pure LCIS as in LCIS associated with ILC. We also observed heterogeneity of PIK3CA mutations and evidence of sub-clonal populations in LCIS irrespective of whether they were associated with ILC. CONCLUSIONS: Our data shows that pure LCIS and LCIS co-existing with ILC have very similar SCNA profiles, supporting the hypothesis that LCIS is a true precursor lesion. We have provided evidence that over-expression of CCND1 may identify a subgroup of patients with pure LCIS who are more likely to develop invasive disease, in contrast to PIK3CA mutations, which occur too early in lobular tumorigenesis to be informative.
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Carcinoma de Mama in situ/genética , Carcinoma de Mama in situ/patología , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Carcinoma Lobular/genética , Carcinoma Lobular/patología , Mutación , Fosfatidilinositol 3-Quinasas/genética , Alelos , Biomarcadores , Mapeo Cromosómico , Fosfatidilinositol 3-Quinasa Clase I , Variaciones en el Número de Copia de ADN , Análisis Mutacional de ADN , Progresión de la Enfermedad , Exoma , Femenino , Frecuencia de los Genes , Heterogeneidad Genética , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Inmunohistoquímica , Hibridación Fluorescente in Situ , Repeticiones de Microsatélite , Fosfatidilinositol 3-Quinasas/metabolismo , Polimorfismo de Nucleótido SimpleRESUMEN
BACKGROUND: Ductal carcinoma in situ (DCIS) is a non-invasive form of breast cancer. It is often associated with invasive ductal carcinoma (IDC), and is considered to be a non-obligate precursor of IDC. It is not clear to what extent these two forms of cancer share low-risk susceptibility loci, or whether there are differences in the strength of association for shared loci. METHODS: To identify genetic polymorphisms that predispose to DCIS, we pooled data from 38 studies comprising 5,067 cases of DCIS, 24,584 cases of IDC and 37,467 controls, all genotyped using the iCOGS chip. RESULTS: Most (67 %) of the 76 known breast cancer predisposition loci showed an association with DCIS in the same direction as previously reported for invasive breast cancer. Case-only analysis showed no evidence for differences between associations for IDC and DCIS after considering multiple testing. Analysis by estrogen receptor (ER) status confirmed that loci associated with ER positive IDC were also associated with ER positive DCIS. Analysis of DCIS by grade suggested that two independent SNPs at 11q13.3 near CCND1 were specific to low/intermediate grade DCIS (rs75915166, rs554219). These associations with grade remained after adjusting for ER status and were also found in IDC. We found no novel DCIS-specific loci at a genome wide significance level of P < 5.0x10(-8). CONCLUSION: In conclusion, this study provides the strongest evidence to date of a shared genetic susceptibility for IDC and DCIS. Studies with larger numbers of DCIS are needed to determine if IDC or DCIS specific loci exist.
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Neoplasias de la Mama/genética , Carcinoma Ductal de Mama/genética , Carcinoma Intraductal no Infiltrante/genética , Ciclina D1/genética , Estudios de Asociación Genética , Adulto , Anciano , Neoplasias de la Mama/patología , Carcinoma Ductal de Mama/patología , Carcinoma Intraductal no Infiltrante/patología , Femenino , Genotipo , Humanos , Antígeno Ki-67/genética , Persona de Mediana Edad , Proteínas de Neoplasias/genética , Polimorfismo de Nucleótido Simple , Receptor ErbB-2/genética , Receptores de Estrógenos/genética , Receptores de Progesterona/genéticaRESUMEN
The growing scale and dimensionality of multiplexed imaging require reproducible and comprehensive yet user-friendly computational pipelines. TRACERx-PHLEX performs deep learning-based cell segmentation (deep-imcyto), automated cell-type annotation (TYPEx) and interpretable spatial analysis (Spatial-PHLEX) as three independent but interoperable modules. PHLEX generates single-cell identities, cell densities within tissue compartments, marker positivity calls and spatial metrics such as cellular barrier scores, along with summary graphs and spatial visualisations. PHLEX was developed using imaging mass cytometry (IMC) in the TRACERx study, validated using published Co-detection by indexing (CODEX), IMC and orthogonal data and benchmarked against state-of-the-art approaches. We evaluated its use on different tissue types, tissue fixation conditions, image sizes and antibody panels. As PHLEX is an automated and containerised Nextflow pipeline, manual assessment, programming skills or pathology expertise are not essential. PHLEX offers an end-to-end solution in a growing field of highly multiplexed data and provides clinically relevant insights.
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Aprendizaje Profundo , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Animales , Programas Informáticos , Análisis Espacial , Análisis de la Célula Individual/métodos , Fenotipo , Ratones , Citometría de Imagen/métodosRESUMEN
Understanding the role of the tumor microenvironment (TME) in lung cancer is critical to improving patient outcomes. We identified four histology-independent archetype TMEs in treatment-naïve early-stage lung cancer using imaging mass cytometry in the TRACERx study (n = 81 patients/198 samples/2.3 million cells). In immune-hot adenocarcinomas, spatial niches of T cells and macrophages increased with clonal neoantigen burden, whereas such an increase was observed for niches of plasma and B cells in immune-excluded squamous cell carcinomas (LUSC). Immune-low TMEs were associated with fibroblast barriers to immune infiltration. The fourth archetype, characterized by sparse lymphocytes and high tumor-associated neutrophil (TAN) infiltration, had tumor cells spatially separated from vasculature and exhibited low spatial intratumor heterogeneity. TAN-high LUSC had frequent PIK3CA mutations. TAN-high tumors harbored recently expanded and metastasis-seeding subclones and had a shorter disease-free survival independent of stage. These findings delineate genomic, immune, and physical barriers to immune surveillance and implicate neutrophil-rich TMEs in metastasis. SIGNIFICANCE: This study provides novel insights into the spatial organization of the lung cancer TME in the context of tumor immunogenicity, tumor heterogeneity, and cancer evolution. Pairing the tumor evolutionary history with the spatially resolved TME suggests mechanistic hypotheses for tumor progression and metastasis with implications for patient outcome and treatment. This article is featured in Selected Articles from This Issue, p. 897.
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Neoplasias Pulmonares , Microambiente Tumoral , Humanos , Neoplasias Pulmonares/inmunología , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/genética , Microambiente Tumoral/inmunología , Linfocitos T/inmunología , Células Mieloides/inmunología , Femenino , Masculino , Evasión InmuneRESUMEN
Insulin expression in the thymic medullary epithelial cells (mTECs) is found to be a critical aspect of maintaining self-tolerance towards that antigen. A lowered insulin expression level in the thymus correlates with susceptibility to Type 1 Diabetes in humans and lead to higher levels of autoreactive T cells in mice. It is therefore, essential to understand the regulatory mechanism of insulin in the mTECs. Previous in vitro studies have shown a negative effect on the expression of insulin in mTECs upon stimulation with the cytokines Ifn-γ and Tnf-α, separately. The objective of this study was to examine the physiological role of these cytokines in vivo. For this purpose, we examined whether these cytokines have a physiological role in regulating thymic insulin expression using the Ifn-γ and Tnf-α knockout models. We found that insulin expression increased in the knockout mice compared to their wild-type counterparts. Aire transcriptional regulator, a known switch for self-antigen expression in the thymus, was also increased in the knockout animals. Four antigens targeted in other autoimmune disorders were also found to have a pattern of increase in the Ifn-γ or Tnf-α knockout models, including one that is known to be Aire-independent in its expression. An increase in mTEC population or thymocyte population was not seen in these knockout mice, revealing a regulatory mechanism that involves cytokine action directly on the transcription of the antigens. These findings suggest regulation of tissue-specific antigen production in the thymus by these two cytokines that is parallel to that controlled by AIRE.
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Autoantígenos/metabolismo , Células Epiteliales/inmunología , Interferón gamma/deficiencia , Timo/citología , Factor de Necrosis Tumoral alfa/deficiencia , Animales , Enfermedades Autoinmunes/inmunología , Enfermedades Autoinmunes/metabolismo , Antígeno B7-1/metabolismo , Recuento de Células , Humanos , Insulina/metabolismo , Interferón gamma/metabolismo , Ratones , Ratones Noqueados , Timocitos/metabolismo , Factores de Transcripción/metabolismo , Factor de Necrosis Tumoral alfa/metabolismo , Proteína AIRERESUMEN
Mouse models are critical in pre-clinical studies of cancer therapy, allowing dissection of mechanisms through chemical and genetic manipulations that are not feasible in the clinical setting. In studies of the tumour microenvironment (TME), multiplexed imaging methods can provide a rich source of information. However, the application of such technologies in mouse tissues is still in its infancy. Here we present a workflow for studying the TME using imaging mass cytometry with a panel of 27 antibodies on frozen mouse tissues. We optimise and validate image segmentation strategies and automate the process in a Nextflow-based pipeline (imcyto) that is scalable and portable, allowing for parallelised segmentation of large multi-image datasets. With these methods we interrogate the remodelling of the TME induced by a KRAS G12C inhibitor in an immune competent mouse orthotopic lung cancer model, highlighting the infiltration and activation of antigen presenting cells and effector cells.
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Citometría de Imagen/métodos , Oncogenes , Microambiente Tumoral/inmunología , Animales , Anticuerpos , Antineoplásicos/farmacología , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico por imagen , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Modelos Animales de Enfermedad , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/tratamiento farmacológico , Macrófagos , Ratones , Ratones Endogámicos C57BL , Oncogenes/efectos de los fármacos , Linfocitos T , Microambiente Tumoral/efectos de los fármacosRESUMEN
In breast cancer, humoral immune responses may contribute to clinical outcomes, especially in more immunogenic subtypes. Here, we investigated B lymphocyte subsets, immunoglobulin expression, and clonal features in breast tumors, focusing on aggressive triple-negative breast cancers (TNBC). In samples from patients with TNBC and healthy volunteers, circulating and tumor-infiltrating B lymphocytes (TIL-B) were evaluated. CD20+CD27+IgD- isotype-switched B lymphocytes were increased in tumors, compared with matched blood. TIL-B frequently formed stromal clusters with T lymphocytes and engaged in bidirectional functional cross-talk, consistent with gene signatures associated with lymphoid assembly, costimulation, cytokine-cytokine receptor interactions, cytotoxic T-cell activation, and T-cell-dependent B-cell activation. TIL-B-upregulated B-cell receptor (BCR) pathway molecules FOS and JUN, germinal center chemokine regulator RGS1, activation marker CD69, and TNFα signal transduction via NFκB, suggesting BCR-immune complex formation. Expression of genes associated with B lymphocyte recruitment and lymphoid assembly, including CXCL13, CXCR4, and DC-LAMP, was elevated in TNBC compared with other subtypes and normal breast. TIL-B-rich tumors showed expansion of IgG but not IgA isotypes, and IgG isotype switching positively associated with survival outcomes in TNBC. Clonal expansion was biased toward IgG, showing expansive clonal families with specific variable region gene combinations and narrow repertoires. Stronger positive selection pressure was present in the complementarity determining regions of IgG compared with their clonally related IgA in tumor samples. Overall, class-switched B lymphocyte lineage traits were conspicuous in TNBC, associated with improved clinical outcomes, and conferred IgG-biased, clonally expanded, and likely antigen-driven humoral responses. SIGNIFICANCE: Tumor-infiltrating B lymphocytes assemble in clusters, undergoing B-cell receptor-driven activation, proliferation, and isotype switching. Clonally expanded, IgG isotype-biased humoral immunity associates with favorable prognosis primarily in triple-negative breast cancers.
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Linfocitos B/metabolismo , Inmunoglobulina G/inmunología , Neoplasias de la Mama Triple Negativas/metabolismo , Antígenos CD/biosíntesis , Antígenos CD20/biosíntesis , Antígenos de Diferenciación de Linfocitos T/biosíntesis , Linfocitos B/patología , Secuencia de Bases , Línea Celular Tumoral , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Inmunoglobulina D/biosíntesis , Inmunohistoquímica , Lectinas Tipo C/biosíntesis , Linfocitos/citología , Modelos Estadísticos , Fenotipo , Pronóstico , RNA-Seq , Receptores de Antígenos de Linfocitos B/metabolismo , Análisis de la Célula Individual , Transcriptoma , Neoplasias de la Mama Triple Negativas/inmunología , Miembro 7 de la Superfamilia de Receptores de Factores de Necrosis Tumoral/biosíntesis , Factor de Necrosis Tumoral alfa/biosíntesis , Interfaz Usuario-ComputadorRESUMEN
We instituted quality improvement program. We compare the infection rate before (2011-2012) and after (2013-2015). Central line associated blood stream infection episodes decreased from 15.2 to 2.29 episodes per 1000 catheter days (Pâ¯=â¯.004). We found two major changes, 1. Hand hygiene increased mainly "before aseptic task", from 69.9% to 89.9% and 2. A significant decrease in the length of the catheter use from 5.4⯱â¯4.5 before to 4.4⯱â¯2.5 days after the intervention (Pâ¯=â¯.001).
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Cateterismo Venoso Central/efectos adversos , Infección Hospitalaria/prevención & control , Control de Infecciones/métodos , Unidades de Cuidado Intensivo Neonatal/normas , Mejoramiento de la Calidad/organización & administración , Sepsis/prevención & control , Infecciones Relacionadas con Catéteres/prevención & control , Catéteres Venosos Centrales/efectos adversos , Higiene de las Manos , Humanos , Recién Nacido , Control de Infecciones/normas , Sepsis/etiologíaRESUMEN
Proinsulin, like many tissue-specific antigens, is expressed by rare (1-3%) cells of the thymus medullary stroma, presumably for the purpose of self-tolerance. Levels of this expression are associated with type 1 diabetes susceptibility in humans and in the NOD mouse. To further understand the mechanism of central tolerance induction by these rare cells, we have isolated and cultured two proinsulin-producing epithelial cell clones from murine thymus. These cells have a typical epithelial morphology and, by flow cytometry, a surface phenotype representative of mature thymic medullary epithelial cells (G8.8(+)/UEA-1(+)/DEC205(-)/CD45(-)/MHC II(+)). By RT-PCR, they express predominantly Ins2 as opposed to Ins1, as does whole thymus. Expression of the transcription factor Aire, implicated in enhancing promiscuous thymic expression of tissue-specific antigens, fell to very low levels after a few passages but increased 20-fold upon exposure to an agonistic anti-lymphotoxin B antibody, concurrent with 2.5-fold enhanced insulin expression. RNA of Pdx-1, Glut-2, and Gck was detectable by RT-PCR in whole thymus but not in the clones, suggesting thymic proinsulin expression is Pdx-1 independent and that Pdx-1, Glut-2, and Gck are likely expressed in the thymus as antigens, not as regulatory molecules.
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Células Epiteliales/metabolismo , Insulina/biosíntesis , Proinsulina/biosíntesis , Timo/citología , Animales , Anticuerpos/inmunología , Separación Celular , Células Cultivadas , Células Clonales , Células Epiteliales/citología , Citometría de Flujo/métodos , Glucoquinasa/biosíntesis , Transportador de Glucosa de Tipo 2/biosíntesis , Proteínas de Homeodominio/biosíntesis , Linfotoxina-alfa/inmunología , Linfotoxina beta , Proteínas de la Membrana/inmunología , Ratones , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Timo/metabolismo , Transactivadores/biosíntesis , Factores de Transcripción/biosíntesis , Proteína AIRERESUMEN
BACKGROUND: Type 1 diabetes is an autoimmune disease resulting from the destruction of pancreatic beta-cells. One of the main antigens targeted in this auto reactive response is insulin. It has been shown that insulin is expressed in small amounts in the thymus, and more specifically in the medullary thymic epithelial cells (mTECs), which also express a variety of other tissue-specific antigens. This thymic expression enables the maintenance of self-tolerance, and is essential in preventing auto-immune disease. Our laboratory has created a mouse mTEC clonal cell line specifically expressing insulin in order to better understand the regulatory mechanisms of this ectopic expression of insulin. In this study, we compared the insulin expressing cell line to an insulin non-expressing mTEC line by genome-wide expression profiling. RESULTS: The most important difference was overexpression of CD34 in the insulin expressing clone, confirmed by Real-time Rt-PCR and flow cytometry. Cells in the thymus expressing higher levels of CD34 were found to contain higher levels of insulin and, to a lesser extent, Aire, a master regulator of self-antigen expression in the thymus. The cells expressing CD34 were not enriched in CD80, a known mTEC maturity marker. CONCLUSION: CD34 may be a specific marker for functionality, with some specificity for insulin.
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Células Epiteliales/metabolismo , Insulina/genética , Timo/metabolismo , Transcriptoma , Animales , Antígenos CD34/genética , Antígenos CD34/metabolismo , Línea Celular , Células Clonales/metabolismo , Citometría de Flujo , Insulina/metabolismo , Ratones , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Timo/citologíaRESUMEN
Insulin expression in the thymus has been implicated in regulating the negative selection of autoreactive T cells and in mediating the central immune tolerance to pancreatic beta-cells. Thymic insulin expression modulation might be an important drug target for preventing type 1 diabetes. We performed a high-throughput screening to identify compounds with such activity. A reporter plasmid was constructed with the human insulin promoter sequence including a short allele of the upstream variable number tandem repeat (VNTR) sequence (32 repeats), subcloned into the pGL4.17 vector. The plasmid was stably transfected into an insulin-transcribing medullary thymic epithelial cell (mTEC) line. Primary high-throughput screening assays were carried out by stimulating with candidate compounds for 24h, and the activity of luciferase was measured. Positive compounds were further validated by real-time PCR. Of 19,707 compounds, we identified one compound that could enhance mTEC insulin expression, as confirmed by real-time PCR. We also observed that transfection with the autoimmune regulator (AIRE) increased endogenous AIRE expression in mTECs. Our insulin-VNTRI-promoter reporter system is consistent with the insulin expression regulation in mTECs, and one compound that was identified could increase insulin expression in mTECs. A positive feedback effect of AIRE in mTECS was observed. Whether these efforts in murine thymus cells apply to humans remains to be determined.