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1.
PLoS Genet ; 13(9): e1007001, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28945760

RESUMEN

A variety of models have been proposed to explain regions of recurrent somatic copy number alteration (SCNA) in human cancer. Our study employs Whole Genome DNA Sequence (WGS) data from tumor samples (n = 103) to comprehensively assess the role of the Knudson two hit genetic model in SCNA generation in prostate cancer. 64 recurrent regions of loss and gain were detected, of which 28 were novel, including regions of loss with more than 15% frequency at Chr4p15.2-p15.1 (15.53%), Chr6q27 (16.50%) and Chr18q12.3 (17.48%). Comprehensive mutation screens of genes, lincRNA encoding sequences, control regions and conserved domains within SCNAs demonstrated that a two-hit genetic model was supported in only a minor proportion of recurrent SCNA losses examined (15/40). We found that recurrent breakpoints and regions of inversion often occur within Knudson model SCNAs, leading to the identification of ZNF292 as a target gene for the deletion at 6q14.3-q15 and NKX3.1 as a two-hit target at 8p21.3-p21.2. The importance of alterations of lincRNA sequences was illustrated by the identification of a novel mutational hotspot at the KCCAT42, FENDRR, CAT1886 and STCAT2 loci at the 16q23.1-q24.3 loss. Our data confirm that the burden of SCNAs is predictive of biochemical recurrence, define nine individual regions that are associated with relapse, and highlight the possible importance of ion channel and G-protein coupled-receptor (GPCR) pathways in cancer development. We concluded that a two-hit genetic model accounts for about one third of SCNA indicating that mechanisms, such haploinsufficiency and epigenetic inactivation, account for the remaining SCNA losses.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Neoplasias de la Próstata/genética , ARN Largo no Codificante/genética , Análisis de Secuencia de ADN , Alelos , Genoma Humano , Genómica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Masculino , Prostatectomía , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/cirugía , Eliminación de Secuencia
2.
Br J Cancer ; 119(10): 1233-1243, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30385821

RESUMEN

BACKGROUND: AZD0156 and AZD6738 are potent and selective inhibitors of ataxia-telangiectasia-kinase (ATM) and ataxia-telangiectasia-mutated and Rad3-related (ATR), respectively, important sensors/signallers of DNA damage. METHODS: We used multiplexed targeted-mass-spectrometry to select pRAD50(Ser635) as a pharmacodynamic biomarker for AZD0156-mediated ATM inhibition from a panel of 45 peptides, then developed and tested a clinically applicable immunohistochemistry assay for pRAD50(Ser635) detection in FFPE tissue. RESULTS: We found moderate pRAD50 baseline levels across cancer indications. pRAD50 was detectable in 100% gastric cancers (n = 23), 99% colorectal cancers (n = 102), 95% triple-negative-breast cancers (TNBC) (n = 40) and 87.5% glioblastoma-multiformes (n = 16). We demonstrated AZD0156 target inhibition in TNBC patient-derived xenograft models; where AZD0156 monotherapy or post olaparib treatment, resulted in a 34-72% reduction in pRAD50. Similar inhibition of pRAD50 (68%) was observed following ATM inhibitor treatment post irinotecan in a colorectal cancer xenograft model. ATR inhibition, using AZD6738, increased pRAD50 in the ATM-proficient models whilst in ATM-deficient models the opposite was observed, suggesting pRAD50 pharmacodynamics post ATR inhibition may be ATM-dependent and could be useful to determine ATM functionality in patients treated with ATR inhibitors. CONCLUSION: Together these data support clinical utilisation of pRAD50 as a biomarker of AZD0156 and AZD6738 pharmacology to elucidate clinical pharmacokinetic/pharmacodynamic relationships, thereby informing recommended Phase 2 dose/schedule.


Asunto(s)
Proteínas de la Ataxia Telangiectasia Mutada/antagonistas & inhibidores , Espectrometría de Masas/métodos , Animales , Antineoplásicos/farmacología , Proteínas de la Ataxia Telangiectasia Mutada/metabolismo , Biomarcadores/metabolismo , Línea Celular , Daño del ADN , Humanos , Inmunohistoquímica , Indoles , Irinotecán/farmacología , Ratones , Ratones Desnudos , Morfolinas , Ftalazinas/farmacología , Piperazinas/farmacología , Piridinas/farmacología , Piridinas/uso terapéutico , Pirimidinas/farmacología , Pirimidinas/uso terapéutico , Quinolinas/farmacología , Quinolinas/uso terapéutico , Transducción de Señal , Sulfonamidas , Sulfóxidos/farmacología , Sulfóxidos/uso terapéutico , Neoplasias de la Mama Triple Negativas , Ensayos Antitumor por Modelo de Xenoinjerto
3.
Br J Cancer ; 116(2): 237-245, 2017 Jan 17.
Artículo en Inglés | MEDLINE | ID: mdl-27959886

RESUMEN

BACKGROUND: Academic pathology suffers from an acute and growing lack of workforce resource. This especially impacts on translational elements of clinical trials, which can require detailed analysis of thousands of tissue samples. We tested whether crowdsourcing - enlisting help from the public - is a sufficiently accurate method to score such samples. METHODS: We developed a novel online interface to train and test lay participants on cancer detection and immunohistochemistry scoring in tissue microarrays. Lay participants initially performed cancer detection on lung cancer images stained for CD8, and we measured how extending a basic tutorial by annotated example images and feedback-based training affected cancer detection accuracy. We then applied this tutorial to additional cancer types and immunohistochemistry markers - bladder/ki67, lung/EGFR, and oesophageal/CD8 - to establish accuracy compared with experts. Using this optimised tutorial, we then tested lay participants' accuracy on immunohistochemistry scoring of lung/EGFR and bladder/p53 samples. RESULTS: We observed that for cancer detection, annotated example images and feedback-based training both improved accuracy compared with a basic tutorial only. Using this optimised tutorial, we demonstrate highly accurate (>0.90 area under curve) detection of cancer in samples stained with nuclear, cytoplasmic and membrane cell markers. We also observed high Spearman correlations between lay participants and experts for immunohistochemistry scoring (0.91 (0.78, 0.96) and 0.97 (0.91, 0.99) for lung/EGFR and bladder/p53 samples, respectively). CONCLUSIONS: These results establish crowdsourcing as a promising method to screen large data sets for biomarkers in cancer pathology research across a range of cancers and immunohistochemical stains.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Colaboración de las Masas/métodos , Neoplasias/metabolismo , Análisis de Matrices Tisulares , Investigación Biomédica Traslacional/métodos , Interpretación Estadística de Datos , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Inmunohistoquímica , Selección de Paciente
4.
Gut ; 65(3): 465-75, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26347531

RESUMEN

OBJECTIVES: Pancreatic cancer (PCa) is treatable by surgery when detected at an early stage. Non-invasive imaging methods able to detect both established tumours and their precursor lesions are needed to select patients for surgery. We investigated here whether pancreatic preneoplasia could be detected prior to the development of invasive cancers in genetically engineered mouse models of PCa using metabolic imaging. DESIGN: The concentrations of alanine and lactate and the activities of lactate dehydrogenase (LDH) and alanine aminotransferase (ALT) were measured in extracts prepared from the pancreas of animals at different stages of disease progression; from pancreatitis, through tissue with predominantly low-grade and then high-grade pancreatic intraepithelial neoplasia and then tumour. (13)C magnetic resonance spectroscopic imaging ((13)C-MRSI) was used to measure non-invasively changes in (13)C labelling of alanine and lactate with disease progression, following injection of hyperpolarised [1-(13)C]pyruvate. RESULTS: Progressive decreases in the alanine/lactate concentration ratio and ALT/LDH activity ratio with disease progression were accompanied by a corresponding decrease in the [1-(13)C]alanine/[1-(13)C]lactate signal ratio observed in (13)C-MRSI images of the pancreas. CONCLUSIONS: Metabolic imaging with hyperpolarised [1-(13)C]pyruvate enables detection and monitoring of the progression of PCa precursor lesions. Translation of this MRI technique to the clinic has the potential to improve the management of patients at high risk of developing PCa.


Asunto(s)
Espectroscopía de Resonancia Magnética con Carbono-13/métodos , Carcinoma Ductal Pancreático/diagnóstico , Páncreas/metabolismo , Neoplasias Pancreáticas/diagnóstico , Lesiones Precancerosas/diagnóstico , Animales , Biomarcadores/metabolismo , Carcinoma Ductal Pancreático/metabolismo , Progresión de la Enfermedad , Ratones , Ratones Transgénicos , Páncreas/patología , Neoplasias Pancreáticas/metabolismo , Pancreatitis/diagnóstico , Pancreatitis/metabolismo , Lesiones Precancerosas/metabolismo , Ácido Pirúvico
5.
Br J Cancer ; 114(3): 298-304, 2016 Feb 02.
Artículo en Inglés | MEDLINE | ID: mdl-26679376

RESUMEN

BACKGROUND: Luminal A breast cancer defined as hormone receptor positive and human epidermal growth factor receptor 2 (HER2) negative is known to be heterogeneous. Previous study showed that luminal A tumours with the expression of basal markers ((cytokeratin (CK) 5 or CK5/6) or epidermal growth factor receptor (EGFR)) were associated with poorer prognosis compared with those that stained negative for basal markers. Prompted by this study, we assessed whether tumour characteristics and risk factors differed by basal marker status within luminal A tumours. METHODS: We pooled 5040 luminal A cases defined by immunohistochemistry (4490 basal-negative ((CK5 (or CK5/6))- and EGFR-) and 550 basal-positive ((CK5 (or CK5/6+)) or EGFR+)) from eight studies participating in the Breast Cancer Association Consortium. Case-case comparison was performed using unconditional logistic regression. RESULTS: Tumour characteristics and risk factors did not vary significantly by the expression of basal markers, although results suggested that basal-positive luminal tumours tended to be smaller and node negative, and were more common in women with a positive family history and lower body mass index. CONCLUSIONS: Most established breast cancer risk factors were similar in basal-positive and basal-negative luminal A tumours. The non-significant but suggestive differences in tumour features and family history warrant further investigations.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/metabolismo , Carcinoma Ductal de Mama/metabolismo , Carcinoma Lobular/metabolismo , Receptores ErbB/metabolismo , Queratina-5/metabolismo , Queratina-6/metabolismo , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Adulto , Factores de Edad , Anciano , Índice de Masa Corporal , Neoplasias de la Mama/patología , Carcinoma Ductal de Mama/patología , Carcinoma Lobular/patología , Femenino , Humanos , Inmunohistoquímica , Menarquia , Menopausia , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Paridad , Pronóstico , Receptor ErbB-2/metabolismo , Factores de Riesgo , Carga Tumoral
6.
Methods ; 70(1): 12-9, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24561827

RESUMEN

It is impossible to underplay the importance of fixation in histopathology. Whether the scientist is interested in the extraction of information on lipids, proteins, RNA or DNA, fixation is critical to this extraction. This review aims to give a brief overview of the current "state of play" in fixation and focus on the effect fixation, and particularly the effect of the newer brand of "molecular fixatives" have on morphology, histochemistry, immunohistochemistry and RNA/DNA analysis. A methodology incorporating the creation of a fixation tissue microarray for the study of the effect of fixation on histochemistry is detailed.


Asunto(s)
Coloración y Etiquetado/métodos , Fijación del Tejido/métodos , Animales , Reactivos de Enlaces Cruzados/química , ADN/química , Fijadores/química , Formaldehído/química , Humanos , Inmunohistoquímica , Lípidos/química , Ratones , Ratones Endogámicos BALB C , Adhesión en Parafina , Proteínas/química , ARN/química , Temperatura , Análisis de Matrices Tisulares
7.
Methods ; 70(1): 34-8, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24525140

RESUMEN

As biomarker discovery takes centre-stage, the role of immunohistochemistry within that process is increasing. At the same time, the number of antibodies being produced for "research use" continues to rise and it is important that antibodies to be used as biomarkers are validated for specificity and sensitivity before use. This guideline seeks to provide a stepwise approach for the validation of an antibody for immunohistochemical assays, reflecting the views of a consortium of academic and pharmaceutical based histopathology researchers. We propose that antibodies are placed into a tier system, level 1-3, based on evidence of their usage in immunohistochemistry, and that the degree of validation required is proportionate to their place on that tier.


Asunto(s)
Anticuerpos/química , Biomarcadores/metabolismo , Inmunohistoquímica/métodos , Proteínas/química , Animales , Biomarcadores/química , Biomarcadores de Tumor/metabolismo , Investigación Biomédica/métodos , Línea Celular , Química Farmacéutica/métodos , Epítopos/química , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias/inmunología , Neoplasias/metabolismo , Fenotipo , ARN Mensajero/metabolismo , Reproducibilidad de los Resultados
8.
Gut ; 63(6): 974-83, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24067278

RESUMEN

DESIGN: Pharmacokinetic and pharmacodynamic parameters of cremophor-paclitaxel, nab-paclitaxel (human-albumin-bound paclitaxel, Abraxane) and a novel mouse-albumin-bound paclitaxel (m-nab-paclitaxel) were evaluated in genetically engineered mouse models (GEMMs) by liquid chromatography-tandem mass spectrometry (LC-MS/MS), histological and biochemical analysis. Preclinical evaluation of m-nab-paclitaxel included assessment by three-dimensional high-resolution ultrasound and molecular analysis in a novel secreted protein acidic and rich in cysteine (SPARC)-deficient GEMM of pancreatic ductal adenocarcinoma (PDA). RESULTS: nab-Paclitaxel exerted its antitumoural effects in a dose-dependent manner and was associated with less toxicity compared with cremophor-paclitaxel. SPARC nullizygosity in a GEMM of PDA, Kras(G12D);p53(flox/-);p48Cre (KPfC), resulted in desmoplastic ductal pancreas tumours with impaired collagen maturation. Paclitaxel concentrations were significantly decreased in SPARC null plasma samples and tissues when administered as low-dose m-nab-paclitaxel. At the maximally tolerated dose, SPARC deficiency did not affect the intratumoural paclitaxel concentration, stromal deposition and the immediate therapeutic response. CONCLUSIONS: nab-Paclitaxel accumulates and acts in a dose-dependent manner. The interaction of plasma SPARC and albumin-bound drugs is observed at low doses of nab-paclitaxel but is saturated at therapeutic doses in murine tumours. Thus, this study provides important information for future preclinical and clinical trials in PDA using nab-paclitaxel in combination with novel experimental and targeted agents.


Asunto(s)
Adenocarcinoma/tratamiento farmacológico , Antineoplásicos Fitogénicos/farmacocinética , Osteonectina/metabolismo , Paclitaxel/farmacocinética , Neoplasias Pancreáticas/tratamiento farmacológico , Vehículos Farmacéuticos/farmacocinética , Paclitaxel Unido a Albúmina , Albúminas/farmacocinética , Albúminas/uso terapéutico , Animales , Animales Modificados Genéticamente , Antineoplásicos Fitogénicos/sangre , Antineoplásicos Fitogénicos/uso terapéutico , Colágeno/metabolismo , Relación Dosis-Respuesta a Droga , Ratones , Osteonectina/genética , Paclitaxel/sangre , Paclitaxel/uso terapéutico , Polietilenglicoles/farmacocinética , Ensayos Antitumor por Modelo de Xenoinjerto
9.
Nature ; 456(7222): 663-6, 2008 Dec 04.
Artículo en Inglés | MEDLINE | ID: mdl-19005469

RESUMEN

Crosstalk between the oestrogen receptor (ER) and ERBB2/HER-2 pathways has long been implicated in breast cancer aetiology and drug response, yet no direct connection at a transcriptional level has been shown. Here we show that oestrogen-ER and tamoxifen-ER complexes directly repress ERBB2 transcription by means of a cis-regulatory element within the ERBB2 gene in human cell lines. We implicate the paired box 2 gene product (PAX2), in a previously unrecognized role, as a crucial mediator of ER repression of ERBB2 by the anti-cancer drug tamoxifen. We show that PAX2 and the ER co-activator AIB-1/SRC-3 compete for binding and regulation of ERBB2 transcription, the outcome of which determines tamoxifen response in breast cancer cells. The repression of ERBB2 by ER-PAX2 links these two breast cancer subtypes and suggests that aggressive ERBB2-positive tumours can originate from ER-positive luminal tumours by circumventing this repressive mechanism. These data provide mechanistic insight into the molecular basis of endocrine resistance in breast cancer.


Asunto(s)
Genes erbB-2/genética , Factor de Transcripción PAX2/metabolismo , Receptor ErbB-2/genética , Receptores de Estrógenos/metabolismo , Tamoxifeno/farmacología , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Línea Celular , Línea Celular Tumoral , Inmunoprecipitación de Cromatina , Resistencia a Antineoplásicos/genética , Estrógenos/metabolismo , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Silenciador del Gen , Histona Acetiltransferasas , Humanos , Coactivador 3 de Receptor Nuclear , Factor de Transcripción PAX2/deficiencia , Factor de Transcripción PAX2/genética , Secuencias Reguladoras de Ácidos Nucleicos/genética , Proteínas Represoras/metabolismo , Tamoxifeno/metabolismo , Transactivadores
10.
BMC Bioinformatics ; 14: 147, 2013 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-23635078

RESUMEN

BACKGROUND: The use of tissue microarrays (TMA) and advances in digital scanning microscopy has enabled the collection of thousands of tissue images. There is a need for software tools to annotate, query and share this data amongst researchers in different physical locations. RESULTS: We have developed an open source web-based application for remote scoring of TMA images, which exploits the value of Microsoft Silverlight Deep Zoom to provide a intuitive interface for zooming and panning around digital images. We use and extend existing XML-based standards to ensure that the data collected can be archived and that our system is interoperable with other standards-compliant systems. CONCLUSION: The application has been used for multi-centre scoring of TMA slides composed of tissues from several Phase III breast cancer trials and ten different studies participating in the International Breast Cancer Association Consortium (BCAC). The system has enabled researchers to simultaneously score large collections of TMA and export the standardised data to integrate with pathological and clinical outcome data, thereby facilitating biomarker discovery.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Programas Informáticos , Análisis de Matrices Tisulares/métodos , Neoplasias de la Mama/patología , Femenino , Humanos , Internet
11.
Cancer Med ; 10(9): 3045-3058, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33811746

RESUMEN

BACKGROUND: In high grade serous ovarian cancer (HGSOC), there is a spectrum of sensitivity to first line platinum-based chemotherapy. This study molecularly characterizes HGSOC patients from two distinct groups of chemotherapy responders (good vs. poor). METHODS: Following primary debulking surgery and intravenous carboplatin/paclitaxel, women with stage III-IV HGSOC were grouped by response. Patients in the good response (GR) and poor response (PR) groups respectively had a progression-free intervals (PFI) of ≥12 and ≤6 months. Analysis of surgical specimens interrogated genomic and immunologic features using whole exome sequencing. RNA-sequencing detected gene expression outliers and inference of immune infiltrate, with validation by targeted NanoString arrays. PD-L1 expression was scored by immunohistochemistry (IHC). RESULTS: A total of 39 patient samples were analyzed (GR = 20; PR = 19). Median PFI for GR and PR patient cohorts was 32 and 3 months, respectively. GR tumors were enriched for loss-of-function BRCA2 mutations and had a significantly higher nonsynonymous mutation rate compared to PR tumors (p = 0.001). Samples from the PR cohort were characterized by mutations in MGA and RAD51B and trended towards a greater rate of amplification of PIK3CA, MECOM, and ATR in comparison to GR tumors. Gene expression analysis by NanoString correlated increased PARP4 with PR and increased PD-L1 and EMSY with GR. There was greater tumor immune cell infiltration and higher immune cell PD-L1 protein expression in the GR group. CONCLUSIONS: Our research demonstrates that tumors from HGSOC patients responding poorly to first line chemotherapy have a distinct molecular profile characterized by actionable drug targets including PARP4.


Asunto(s)
Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/inmunología , Neoplasias Ováricas/genética , Neoplasias Ováricas/inmunología , Transcriptoma/genética , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Proteínas de la Ataxia Telangiectasia Mutada/genética , Antígeno B7-H1/metabolismo , Carboplatino/administración & dosificación , Fosfatidilinositol 3-Quinasa Clase I/genética , Cistadenocarcinoma Seroso/tratamiento farmacológico , Cistadenocarcinoma Seroso/patología , Procedimientos Quirúrgicos de Citorreducción , Femenino , Amplificación de Genes , Perfilación de la Expresión Génica , Genes BRCA1 , Genes BRCA2 , Genes p53 , Humanos , Proteína del Locus del Complejo MDS1 y EV11/genética , Persona de Mediana Edad , Mutación , Proteínas de Neoplasias/metabolismo , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/patología , Paclitaxel/administración & dosificación , Supervivencia sin Progresión , Proteínas Represoras/metabolismo , Estudios Retrospectivos , Factores de Tiempo , Resultado del Tratamiento , Secuenciación del Exoma
12.
Exp Lung Res ; 36(1): 1-11, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-20128677

RESUMEN

Environmental particulates impact first on airway epithelium, whereas circulating infiltrating cells are recruited through the underlying endothelium. An effective cellular immune response requires coordination between endothelium and epithelium. The authors have developed a bilayer culture model consisting of human bronchial epithelial derived cells (16HBE 14o-) and human umbilical vein endothelial cells (HUVECs) cultured as confluent layers on either side of a porous membrane. Confocal microscopy with epithelial and endothelial-specific antibodies showed segregated cell layers. By scanning and transmission electron microscopy, both cell types are polarized and tight junctions formed at the apical interface between cells. Epithelial cells grown in a bilayer showed significantly increased transepithelial resistance (TER) of 2260 +/- 64 Omega.cm(2) compared to epithelial or endothelial monolayers alone (1400 +/- 70 or 80 +/- 12 Omega.cm(2), respectively). This reflected decreased permeability and was unrelated to cell density or height. Increased TER coincided with increased occludin mRNA and protein in the epithelial cell layer as determined by polymerase chain reaction (PCR) and immunoblotting. Conditioned medium showed that decreased permeability was mediated by soluble endothelial-derived factor(s). This model reflects the in vivo relationship of human airway endothelial cells and epithelial cells. Altered tight junction permeability in cocultures indicates that these cells can work together as an active part of the mucosal barrier.


Asunto(s)
Comunicación Celular/fisiología , Células Endoteliales/metabolismo , Células Epiteliales/metabolismo , Mucosa Respiratoria/citología , Uniones Estrechas/metabolismo , Bronquios/citología , Polaridad Celular , Técnicas de Cocultivo , Endotelio Vascular/citología , Células Epiteliales/química , Humanos , Proteínas de la Membrana/análisis , Proteínas de la Membrana/genética , Microscopía Electrónica , Ocludina , Permeabilidad , ARN Mensajero/análisis
13.
Methods Mol Biol ; 2148: 3-17, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32394372

RESUMEN

As RNA in situ hybridization (ISH) moves into the mainstream lab and increasingly into clinical adoption and additional multiplexing techniques are developed to enable further RNA ISH identification, a set of guidelines on the validation of ISH is required. These guidelines include choice of methods, appropriate controls, and protocol optimization as well as a central core message of understanding the target, understanding the ISH technique, and using the most appropriate controlling mechanisms to enable reproducible and trustworthy data to be obtained.


Asunto(s)
Hibridación in Situ/métodos , ARN Mensajero/aislamiento & purificación , ARN/aislamiento & purificación , Guías como Asunto , Humanos , ARN/genética , ARN Mensajero/genética
14.
Sci Rep ; 9(1): 12845, 2019 09 06.
Artículo en Inglés | MEDLINE | ID: mdl-31492872

RESUMEN

Uncontrolled proliferation is a hallmark of cancer and can be assessed by labelling breast tissue using immunohistochemistry for Ki67, a protein associated with cell proliferation. Accurate measurement of Ki67-positive tumour nuclei is of critical importance, but requires annotation of the tumour regions by a pathologist. This manual annotation process is highly subjective, time-consuming and subject to inter- and intra-annotator experience. To address this challenge, we have developed Proliferation Tumour Marker Network (PTM-NET), a deep learning model that objectively annotates the tumour regions in Ki67-labelled breast cancer digital pathology images using a convolution neural network. Our custom designed deep learning model was trained on 45 immunohistochemical Ki67-labelled whole slide images to classify tumour and non-tumour regions and was validated on 45 whole slide images from two different sources that were stained using different protocols. Our results show a Dice coefficient of 0.74, positive predictive value of 70% and negative predictive value of 88.3% against the manual ground truth annotation for the combined dataset. There were minimal differences between the images from different sources and the model was further tested in oestrogen receptor and progesterone receptor-labelled images. Finally, using an extension of the model, we could identify possible hotspot regions of high proliferation within the tumour. In the future, this approach could be useful in identifying tumour regions in biopsy samples and tissue microarray images.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/metabolismo , Procesamiento de Imagen Asistido por Computador , Antígeno Ki-67/metabolismo , Coloración y Etiquetado , Automatización , Neoplasias de la Mama/patología , Proliferación Celular , Femenino , Humanos , Invasividad Neoplásica , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo
15.
J Nucl Med ; 58(6): 881-887, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-28209913

RESUMEN

Cell death is an important target for imaging the early response of tumors to treatment. We describe here the validation of a phosphatidylserine-binding agent for detecting tumor cell death in vivo based on the C2A domain of synaptotagmin-I. Methods: The capability of near-infrared fluorophore-labeled and 99mTc- and 111In-labeled derivatives of C2Am for imaging tumor cell death, using planar near-infrared fluorescence imaging and SPECT, respectively, was evaluated in implanted and genetically engineered mouse models of lymphoma and in a human colorectal xenograft. Results: The fluorophore-labeled C2Am derivative showed predominantly renal clearance and high specificity and sensitivity for detecting low levels of tumor cell death (2%-5%). There was a significant correlation (R > 0.9, P < 0.05) between fluorescently labeled C2Am binding and histologic markers of cell death, including cleaved caspase-3, whereas there was no such correlation with a site-directed mutant of C2Am (iC2Am) that does not bind phosphatidylserine. 99mTc-C2Am and 111In-C2Am also showed favorable biodistribution profiles, with predominantly renal clearance and low nonspecific retention in the liver and spleen at 24 h after probe administration. 99mTc-C2Am and 111In-C2Am generated tumor-to-muscle ratios in drug-treated tumors of 4.3× and 2.2×, respectively, at 2 h and 7.3× and 4.1×, respectively, at 24 h after administration. Conclusion: Given the favorable biodistribution profile of 99mTc- and 111In-labeled C2Am, and their ability to produce rapid and cell death-specific image contrast, these agents have potential for clinical translation.


Asunto(s)
Apoptosis , Imagen Molecular/métodos , Neoplasias Experimentales/metabolismo , Neoplasias Experimentales/patología , Tomografía de Emisión de Positrones/métodos , Sinaptotagmina I/farmacocinética , Animales , Biomarcadores/metabolismo , Línea Celular Tumoral , Femenino , Humanos , Ratones , Ratones Endogámicos C57BL , Ratones Desnudos , Neoplasias Experimentales/diagnóstico por imagen , Dominios Proteicos , Radiofármacos/farmacocinética , Sinaptotagmina I/química , Distribución Tisular
16.
Sci Rep ; 6: 22950, 2016 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-26972697

RESUMEN

The hypoxic tumour microenvironment represents an aggressive, therapy-resistant compartment. As arginine is required for specific hypoxia-induced processes, we hypothesised that arginine-deprivation therapy may be useful in targeting hypoxic cancer cells. We explored the effects of the arginine-degrading agent ADI-PEG20 on hypoxia-inducible factor (HIF) activation, the hypoxia-induced nitric oxide (NO) pathway and proliferation using HCT116 and UMUC3 cells and xenografts. The latter lack argininosuccinate synthetase (ASS1) making them auxotrophic for arginine. In HCT116 cells, ADI-PEG20 inhibited hypoxic-activation of HIF-1α and HIF-2α, leading to decreased inducible-nitric oxide synthase (iNOS), NO-production, and VEGF. Interestingly, combining hypoxia and ADI-PEG20 synergistically inhibited ASS1. ADI-PEG20 inhibited mTORC1 and activated the unfolded protein response providing a mechanism for inhibition of HIF and ASS1. ADI-PEG20 inhibited tumour growth, impaired hypoxia-associated NO-production, and decreased vascular perfusion. Expression of HIF-1α/HIF-2α/iNOS and VEGF were reduced, despite an increased hypoxic tumour fraction. Similar effects were observed in UMUC3 xenografts. In summary, ADI-PEG20 inhibits HIF-activated processes in two tumour models with widely different arginine biology. Thus, ADI-PEG20 may be useful in the clinic to target therapy-resistant hypoxic cells in ASS1-proficient tumours and ASS1-deficient tumours.


Asunto(s)
Hidrolasas/farmacología , Neoplasias/tratamiento farmacológico , Óxido Nítrico/biosíntesis , Polietilenglicoles/farmacología , Ensayos Antitumor por Modelo de Xenoinjerto , Animales , Arginina/metabolismo , Argininosuccinato Sintasa/antagonistas & inhibidores , Argininosuccinato Sintasa/genética , Argininosuccinato Sintasa/metabolismo , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Western Blotting , Hipoxia de la Célula , Línea Celular Tumoral , Células HCT116 , Humanos , Hipoxia , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Diana Mecanicista del Complejo 1 de la Rapamicina , Ratones SCID , Complejos Multiproteicos/metabolismo , Neoplasias/genética , Neoplasias/metabolismo , Óxido Nítrico Sintasa de Tipo II/metabolismo , Perfusión , Serina-Treonina Quinasas TOR/metabolismo , Carga Tumoral/efectos de los fármacos , Respuesta de Proteína Desplegada/efectos de los fármacos , Factor A de Crecimiento Endotelial Vascular/metabolismo
17.
Sci Rep ; 6: 24231, 2016 Apr 13.
Artículo en Inglés | MEDLINE | ID: mdl-27071814

RESUMEN

Colorectal cancer screening using conventional colonoscopy lacks molecular information and can miss dysplastic lesions. We tested here the ability of fluorescently labelled lectins to distinguish dysplasia from normal tissue when sprayed on to the luminal surface epithelium of freshly resected colon tissue from the Apc(min) mouse and when applied to fixed human colorectal tissue sections. Wheat germ agglutinin (WGA) showed significantly decreased binding to adenomas in the mouse tissue and in sections of human colon from 47 patients. Changes in WGA binding to the human surface epithelium allowed regions containing normal epithelium (NE) or hyperplastic polyps (HP) to be distinguished from regions containing low-grade dysplasia (LGD), high-grade dysplasia (HGD) or carcinoma (C), with 81% sensitivity, 87% specificity and 93% positive predictive value (PPV). Helix pomatia agglutinin (HGA) distinguished epithelial regions containing NE from regions containing HP, LGD, HGD or C, with 89% sensitivity, 87% specificity and 97% PPV. The decreased binding of WGA and HPA to the luminal surface epithelium in human dysplasia suggests that these lectins may enable more sensitive detection of disease in the clinic using fluorescence colonoscopy.


Asunto(s)
Adenoma/metabolismo , Biomarcadores de Tumor/metabolismo , Carcinoma/metabolismo , Neoplasias Colorrectales/metabolismo , Colorantes Fluorescentes , Lectinas/metabolismo , Adenoma/patología , Anciano , Anciano de 80 o más Años , Animales , Carcinoma/patología , Estudios de Casos y Controles , Colon/metabolismo , Colon/patología , Neoplasias Colorrectales/patología , Femenino , Humanos , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patología , Masculino , Ratones , Persona de Mediana Edad , Sensibilidad y Especificidad
18.
PLoS One ; 11(3): e0151785, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26986977

RESUMEN

BACKGROUND: Standardly collected clinical and pathological patient information has demonstrated only moderate ability to predict risk of biochemical recurrence (BCR) of prostate cancer in men undergoing salvage radiation therapy (SRT) for a rising PSA after radical prostatectomy (RP). Although elevated FOXA1 staining has been associated with poor patient outcomes following RP, it has not been studied in the specific setting of SRT after RP. The aim of this study was to evaluate the association between FOXA1 staining level and BCR after SRT for recurrent prostate cancer. METHODS: A total of 141 men who underwent SRT at our institution were included. FOXA1 staining levels in primary tumor samples were detected using immunohistochemistry. FOXA1 staining percentage and intensity were measured and multiplied together to obtain a FOXA1 H-score (range 0-12) which was our primary staining measure. P-values ≤ 0.0056 were considered as statistically significant after applying a Bonferroni correction for multiple comparisons. RESULTS: There was not a significant association between FOXA1 H-score and risk of BCR when considering H-score as an ordinal variable or as a categorical variable (all P ≥ 0.090). Similarly, no significant associations with BCR were observed for FOXA1 staining percentage or staining intensity (all P ≥ 0.14). CONCLUSIONS: FOXA1 staining level does not appear to have a major impact on risk of BCR after SRT.


Asunto(s)
Factor Nuclear 3-alfa del Hepatocito/fisiología , Recurrencia Local de Neoplasia/patología , Próstata/patología , Neoplasias de la Próstata/radioterapia , Anciano , Colorantes/uso terapéutico , Terapia Combinada , Humanos , Masculino , Recurrencia Local de Neoplasia/radioterapia , Próstata/efectos de la radiación , Prostatectomía , Neoplasias de la Próstata/mortalidad , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/cirugía , Factores de Riesgo , Terapia Recuperativa/métodos , Análisis de Supervivencia
19.
J Pathol Clin Res ; 2(3): 138-53, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27499923

RESUMEN

Automated methods are needed to facilitate high-throughput and reproducible scoring of Ki67 and other markers in breast cancer tissue microarrays (TMAs) in large-scale studies. To address this need, we developed an automated protocol for Ki67 scoring and evaluated its performance in studies from the Breast Cancer Association Consortium. We utilized 166 TMAs containing 16,953 tumour cores representing 9,059 breast cancer cases, from 13 studies, with information on other clinical and pathological characteristics. TMAs were stained for Ki67 using standard immunohistochemical procedures, and scanned and digitized using the Ariol system. An automated algorithm was developed for the scoring of Ki67, and scores were compared to computer assisted visual (CAV) scores in a subset of 15 TMAs in a training set. We also assessed the correlation between automated Ki67 scores and other clinical and pathological characteristics. Overall, we observed good discriminatory accuracy (AUC = 85%) and good agreement (kappa = 0.64) between the automated and CAV scoring methods in the training set. The performance of the automated method varied by TMA (kappa range= 0.37-0.87) and study (kappa range = 0.39-0.69). The automated method performed better in satisfactory cores (kappa = 0.68) than suboptimal (kappa = 0.51) cores (p-value for comparison = 0.005); and among cores with higher total nuclei counted by the machine (4,000-4,500 cells: kappa = 0.78) than those with lower counts (50-500 cells: kappa = 0.41; p-value = 0.010). Among the 9,059 cases in this study, the correlations between automated Ki67 and clinical and pathological characteristics were found to be in the expected directions. Our findings indicate that automated scoring of Ki67 can be an efficient method to obtain good quality data across large numbers of TMAs from multicentre studies. However, robust algorithm development and rigorous pre- and post-analytical quality control procedures are necessary in order to ensure satisfactory performance.

20.
J Histochem Cytochem ; 53(10): 1189-97, 2005 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-15983117

RESUMEN

Tissue microarray (TMA) technology allows the miniaturization and characterization of multiple tissue samples on a single slide and commonly uses formalin-fixed paraffin-embedded (FFPE) tissue or acetone-fixed frozen tissue. The former provides good morphology but can compromise antigenicity, whereas the latter provides compromised morphology with good antigenicity. Here, we report the development of TMAs in glycol methacrylate resin, which combine the advantages of both methods in one embedding format. Freshly collected tissue fixed in -20C acetone or 10% neutral buffered formaldehyde were cored and arrayed into an intermediary medium of 2% agarose before infiltration of the agarose array with glycol methacrylate resin. Acetone-fixed resin TMA demonstrated improved morphology over acetone-fixed frozen TMA, with no loss of antigenicity. Staining for extracellular, cell surface, and nuclear antigens could be realized with monoclonal and polyclonal antibodies as well as with monomeric single-chain Fv preparations. In addition, when compared with FFPE TMA, formalin-fixed tissue in a resin TMA gave enhanced morphology and subcellular detail. Therefore, resin provides a universal format for the construction of TMAs, providing improved tissue morphology while retaining antigenicity, allows thin-section preparation, and could be used to replace preparation of frozen and FFPE TMAs for freshly collected tissue.


Asunto(s)
Inmunohistoquímica/métodos , Polihidroxietil Metacrilato , Análisis de Matrices Tisulares/métodos , Adhesión del Tejido , Acetona , Animales , Linfocitos B/metabolismo , Biomarcadores/metabolismo , Matriz Extracelular/metabolismo , Laminina/metabolismo , Antígenos Comunes de Leucocito/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Mutantes , Fijación del Tejido
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