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1.
J AAPOS ; : 103935, 2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38754729

RESUMEN

We present the case of an infant with rapidly progressing orbital tumor that had initial radiological and clinical features of both rhabdomyosarcoma and capillary hemangioma. The patient was eventually diagnosed with malignant rhabdoid tumor of the orbit. We discuss the salient histological and radiological features of our case and review the literature on orbital malignant rhabdoid tumors.

2.
Diagnostics (Basel) ; 13(11)2023 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-37296742

RESUMEN

Current methods for analysing immunohistochemistry are labour-intensive and often confounded by inter-observer variability. Analysis is time consuming when identifying small clinically important cohorts within larger samples. This study trained QuPath, an open-source image analysis program, to accurately identify MLH1-deficient inflammatory bowel disease-associated colorectal cancers (IBD-CRC) from a tissue microarray containing normal colon and IBD-CRC. The tissue microarray (n = 162 cores) was immunostained for MLH1, digitalised, and imported into QuPath. A small sample (n = 14) was used to train QuPath to detect positive versus no MLH1 and tissue histology (normal epithelium, tumour, immune infiltrates, stroma). This algorithm was applied to the tissue microarray and correctly identified tissue histology and MLH1 expression in the majority of valid cases (73/99, 73.74%), incorrectly identified MLH1 status in one case (1.01%), and flagged 25/99 (25.25%) cases for manual review. Qualitative review found five reasons for flagged cores: small quantity of tissue, diverse/atypical morphology, excessive inflammatory/immune infiltrations, normal mucosa, or weak/patchy immunostaining. Of classified cores (n = 74), QuPath was 100% (95% CI 80.49, 100) sensitive and 98.25% (95% CI 90.61, 99.96) specific for identifying MLH1-deficient IBD-CRC; κ = 0.963 (95% CI 0.890, 1.036) (p < 0.001). This process could be efficiently automated in diagnostic laboratories to examine all colonic tissue and tumours for MLH1 expression.

3.
BMC Med Genomics ; 15(1): 128, 2022 06 06.
Artículo en Inglés | MEDLINE | ID: mdl-35668402

RESUMEN

BACKGROUND: Gorham-Stout disease is a rare condition characterized by vascular proliferation and the massive destruction of bone tissue. With less than 400 cases in the literature of Gorham-Stout syndrome, we performed a unique study combining whole-genome sequencing and RNA-Seq to probe the genomic features and differentially expressed pathways of a presented case, revealing new possible drivers and biomarkers of the disease. CASE PRESENTATION: We present a case report of a white 45-year-old female patient with marked bone loss of the left humerus associated with vascular proliferation, diagnosed with Gorham-Stout disease. The analysis of whole-genome sequencing showed a dominance of large structural DNA rearrangements. Particularly, rearrangements in chromosomes seven, twelve, and twenty could contribute to the development of the disease, especially a gene fusion involving ATG101 that could affect macroautophagy. The study of RNA-sequencing data from the patient uncovered the PI3K/AKT/mTOR pathway as the most affected signaling cascade in the Gorham-Stout lesional tissue. Furthermore, M2 macrophage infiltration was detected using immunohistochemical staining and confirmed by deconvolution of the RNA-seq expression data. CONCLUSIONS: The way that DNA and RNA aberrations lead to Gorham-Stout disease is poorly understood due to the limited number of studies focusing on this rare disease. Our study provides the first glimpse into this facet of the disease, exposing new possible therapeutic targets and facilitating the clinicopathological diagnosis of Gorham-Stout disease.


Asunto(s)
Osteólisis Esencial , Humanos , Persona de Mediana Edad , Osteólisis Esencial/complicaciones , Osteólisis Esencial/diagnóstico , Osteólisis Esencial/genética , Fosfatidilinositol 3-Quinasas , ARN
4.
Virchows Arch ; 477(1): 121-130, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32388720

RESUMEN

Overlapping histological features between benign and malignant lesions and a lack of firm diagnostic criteria for malignancy result in high rates of inter-observer variation in the diagnosis of melanocytic lesions. We aimed to investigate the differential expression of five miRNAs (21, 200c, 204, 205, and 211) in benign naevi (n = 42), dysplastic naevi (n = 41), melanoma in situ (n = 42), and melanoma (n = 42) and evaluate their potential as diagnostic biomarkers of melanocytic lesions. Real-time PCR showed differential miRNA expression profiles between benign naevi; dysplastic naevi and melanoma in situ; and invasive melanoma. We applied a random forest machine learning algorithm to classify cases based on their miRNA expression profiles, which resulted in a ROC curve analysis of 0.99 for malignant melanoma and greater than 0.9 for all other groups. This indicates an overall very high accuracy of our panel of miRNAs as a diagnostic biomarker of benign, dysplastic, and malignant melanocytic lesions. However, the impact of variable lesion percentage and spatial expression patterns of miRNAs on these real-time PCR results was also considered. In situ hybridisation confirmed the expression of miRNA 21 and 211 in melanocytes, while demonstrating expression of miRNA 205 only in keratinocytes, thus calling into question its value as a biomarker of melanocytic lesions. In conclusion, we have validated some miRNAs, including miRNA 21 and 211, as potential diagnostic biomarkers of benign, dysplastic, and malignant melanocytic lesions. However, we also highlight the crucial importance of considering tissue morphology and spatial expression patterns when using molecular techniques for the discovery and validation of new biomarkers.


Asunto(s)
Biomarcadores/análisis , Síndrome del Nevo Displásico/patología , Hiperplasia/patología , Melanoma/genética , MicroARNs/genética , Neoplasias Cutáneas/genética , Diagnóstico Diferencial , Síndrome del Nevo Displásico/diagnóstico , Síndrome del Nevo Displásico/metabolismo , Humanos , Hiperplasia/diagnóstico , Hiperplasia/metabolismo , Melanocitos/metabolismo , Melanocitos/patología , Melanoma/patología , Nevo Pigmentado/diagnóstico , Nevo Pigmentado/patología , Neoplasias Cutáneas/patología , Melanoma Cutáneo Maligno
5.
Mod Pathol ; 33(7): 1350-1359, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32047232

RESUMEN

Sarcoma is a rare disease affecting both bone and connective tissue and with over 100 pathologic entities, differential diagnosis can be difficult. Complementing immune-histological diagnosis with current ancillary diagnostic techniques, including FISH and RT-PCR, can lead to inconclusive results in a significant number of cases. We describe here the design and validation of a novel sequencing tool to improve sarcoma diagnosis. A NGS DNA capture panel containing probes for 87 fusion genes and 7 genes with frequent copy number changes was designed and optimized. A cohort of 113 DNA samples extracted from soft-tissue and bone sarcoma FFPE material with clinical FISH and/or RT-PCR results positive for either a translocation or gene amplification was used for validation of the NGS method. Sarcoma-specific translocations or gene amplifications were confirmed in 110 out of 113 cases using FISH and/or RT-PCR as gold-standard. MDM2/CDK4 amplification and a total of 25 distinct fusion genes were identified in this cohort of patients using the NGS approach. Overall, the sensitivity of the NGS panel is 97% with a specificity of 100 and 0% failure rate. Targeted NGS appears to be a feasible and cost-effective approach to improve sarcoma subtype diagnosis with the ability to screen for a wide range of genetic aberrations in one test.


Asunto(s)
Biomarcadores de Tumor/análisis , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Sarcoma/diagnóstico , Análisis de Secuencia de ADN/métodos , Biomarcadores de Tumor/genética , Humanos , Sarcoma/genética , Sensibilidad y Especificidad
6.
Hum Mutat ; 41(1): 332-341, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31471937

RESUMEN

Microsatellite instability (MSI) testing of colorectal cancers (CRCs) is used to screen for Lynch syndrome (LS), a hereditary cancer-predisposition, and can be used to predict response to immunotherapy. Here, we present a single-molecule molecular inversion probe and sequencing-based MSI assay and demonstrate its clinical validity according to existing guidelines. We amplified 24 microsatellites in multiplex and trained a classifier using 98 CRCs, which accommodates marker specific sensitivities to MSI. Sample classification achieved 100% concordance with the MSI Analysis System v1.2 (Promega) in three independent cohorts, totaling 220 CRCs. Backward-forward stepwise selection was used to identify a 6-marker subset of equal accuracy to the 24-marker panel. Assessment of assay detection limits showed that the 24-marker panel is marginally more robust to sample variables than the 6-marker subset, detecting as little as 3% high levels of MSI DNA in sample mixtures, and requiring a minimum of 10 template molecules to be sequenced per marker for >95% accuracy. BRAF c.1799 mutation analysis was also included to streamline LS testing, with all c.1799T>A variants being correctly identified. The assay, therefore, provides a cheap, robust, automatable, and scalable MSI test with internal quality controls, suitable for clinical cancer diagnostics.


Asunto(s)
Marcadores Genéticos , Predisposición Genética a la Enfermedad , Pruebas Genéticas , Ensayos Analíticos de Alto Rendimiento , Inestabilidad de Microsatélites , Repeticiones de Microsatélite , Alelos , Biomarcadores de Tumor , Línea Celular , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/genética , Reparación de la Incompatibilidad de ADN , Estudios de Asociación Genética/métodos , Pruebas Genéticas/métodos , Pruebas Genéticas/normas , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento , Ensayos Analíticos de Alto Rendimiento/métodos , Ensayos Analíticos de Alto Rendimiento/normas , Humanos , Técnicas de Diagnóstico Molecular , Fosforilación , Reproducibilidad de los Resultados
7.
Histopathology ; 75(3): 312-319, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31054167

RESUMEN

AIMS: Results from external quality assessment revealed considerable variation in neoplastic cell percentages (NCP) estimation in samples for biomarker testing. As molecular biology tests require a minimal NCP, overestimations may lead to false negative test results. We aimed to develop recommendations to improve the NCP determination in a prototypical entity - colorectal carcinoma - that can be adapted for other cancer types. METHODS AND RESULTS: A modified Delphi study was conducted to reach consensus by 10 pathologists from 10 countries with experience in determining the NCP for colorectal adenocarcinoma. This study included two online surveys and a decision-making meeting. Consensus was defined a priori as an agreement of > 80%. All pathologists completed both surveys. Consensus was reached for 8 out of 19 and 2 out of 13 questions in the first and second surveys, respectively. Remaining issues were resolved during the meeting. Twenty-four recommendations were formulated. Major recommendations resulted as follows: only pathologists should conduct the morphological evaluation; nevertheless molecular biologists/technicians may estimate the NCP, if specific training has been performed and a pathologist is available for feedback. The estimation should be determined in the area with the highest density of viable neoplastic cells and lowest density of inflammatory cells. Other recommendations concerned: the determination protocol itself, needs for micro- and macro-dissection, reporting and interpreting, referral practices and applicability to other cancer types. CONCLUSION: We believe these recommendations may lead to more accurate NCP estimates, ensuring the correct interpretation of test results, and might help in validating digital algorithms in the future.


Asunto(s)
Adenocarcinoma/patología , Neoplasias Colorrectales/patología , Oncología Médica/normas , Patología Molecular/normas , Adenocarcinoma/diagnóstico , Neoplasias Colorrectales/diagnóstico , Consenso , Técnica Delphi , Humanos , Oncología Médica/métodos , Patología Molecular/métodos
9.
Virchows Arch ; 473(4): 489-503, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-30105577

RESUMEN

The clinical utility of next-generation sequencing (NGS) for a diverse range of targets is expanding, increasing the need for multiplexed analysis of both DNA and RNA. However, translation into daily use requires a rigorous and comprehensive validation strategy. The aim of this clinical validation was to assess the performance of the Ion Torrent Personal Genome Machine (IonPGM™) and validate the Oncomine™ Focus DNA and RNA Fusion panels for clinical application in solid tumour testing of formalin-fixed, paraffin-embedded (FFPE) tissue. Using a mixture of routine FFPE and reference material across a variety of tissue and specimen types, we sequenced 86 and 31 samples on the Oncomine™ Focus DNA and RNA Fusion assays, respectively. This validation considered a number of parameters including the clinical robustness of the bioinformatics pipeline for variant detection and interpretation. The Oncomine™ Focus DNA assay had a sample and variant-based sensitivity of 99.1 and 97.1%, respectively, and an assay specificity of 100%. The Oncomine™ Focus Fusion panel had a good sensitivity and specificity based upon the samples assessed, however requires further validation to confirm findings due to limited sample numbers. We observed a good sequencing performance based upon amplicon, gene (hotspot variants within gene) and sample specific analysis with 92% of clinical samples obtaining an average amplicon coverage above 500X. Detection of some indels was challenging for the routine IonReporter™ workflow; however, the addition of NextGENe® software improved indel identification demonstrating the importance of both bench and bioinformatic validation. With an increasing number of clinically actionable targets requiring a variety of methodologies, NGS provides a cost-effective and time-saving methodology to assess multiple targets across different modalities. We suggest the use of multiple analysis software to ensure identification of clinically applicable variants.


Asunto(s)
Biomarcadores de Tumor/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Técnicas de Diagnóstico Molecular , Neoplasias/genética , Análisis de Secuencia de ADN/métodos , Análisis de Secuencia de ARN/métodos , Biología Computacional , Variaciones en el Número de Copia de ADN , Análisis Mutacional de ADN/métodos , Fusión Génica , Predisposición Genética a la Enfermedad , Humanos , Mutación , Neoplasias/patología , Neoplasias/terapia , Fenotipo , Medicina de Precisión/métodos , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados
10.
PLoS One ; 13(8): e0203052, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30157243

RESUMEN

Somatic mutations in mononucleotide repeats are commonly used to assess the mismatch repair status of tumours. Current tests focus on repeats with a length above 15bp, which tend to be somatically more unstable than shorter ones. These longer repeats also have a substantially higher PCR error rate, and tests that use capillary electrophoresis for fragment size analysis often require expert interpretation. In this communication, we present a panel of 17 short repeats (length 7-12bp) for sequence-based microsatellite instability (MSI) testing. Using a simple scoring procedure that incorporates the allelic distribution of the mutant repeats, and analysis of two cohort of tumours totalling 209 samples, we show that this panel is able to discriminate between MMR proficient and deficient tumours, even when constitutional DNA is not available. In the training cohort, the method achieved 100% concordance with fragment analysis, while in the testing cohort, 4 discordant samples were observed (corresponding to 97% concordance). Of these, 2 showed discrepancies between fragment analysis and immunohistochemistry and one was reclassified after re-testing using fragment analysis. These results indicate that our approach offers the option of a reliable, scalable routine test for MSI.


Asunto(s)
Neoplasias Colorrectales/genética , Reparación de la Incompatibilidad de ADN , Secuenciación de Nucleótidos de Alto Rendimiento , Inestabilidad de Microsatélites , Repeticiones de Microsatélite , Polimorfismo Genético , Biomarcadores de Tumor/genética , Estudios de Cohortes , Simulación por Computador , Fijadores , Formaldehído , Frecuencia de los Genes , Humanos , Adhesión en Parafina , Fijación del Tejido
11.
Clin Cancer Res ; 24(20): 5133-5142, 2018 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-29950348

RESUMEN

Purpose: Inflammatory bowel disease-associated colorectal cancers (IBD-CRC) are associated with a higher mortality than sporadic colorectal cancers. The poorly defined molecular pathogenesis of IBD-CRCs limits development of effective prevention, detection, and treatment strategies. We aimed to identify biomarkers using whole-exome sequencing of IBD-CRCs to guide individualized management.Experimental Design: Whole-exome sequencing was performed on 34 formalin-fixed paraffin-embedded primary IBD-CRCs and 31 matched normal lymph nodes. Computational methods were used to identify somatic point mutations, small insertions and deletions, mutational signatures, and somatic copy number alterations. Mismatch repair status was examined.Results: Hypermutation was observed in 27% of IBD-CRCs. All hypermutated cancers were from the proximal colon; all but one of the cancers with hypermutation had defective mismatch repair or somatic mutations in the proofreading domain of DNA POLE Hypermutated IBD-CRCs had increased numbers of predicted neo-epitopes, which could be exploited using immunotherapy. We identified six distinct mutation signatures in IBD-CRCs, three of which corresponded to known mechanisms of mutagenesis. Driver genes were also identified.Conclusions: IBD-CRCs should be evaluated for hypermutation and defective mismatch repair to identify patients with a higher neo-epitope load who may benefit from immunotherapies. Prospective trials are required to determine whether IHC to detect loss of MLH1 expression in dysplastic colonic tissue could identify patients at increased risk of developing IBD-CRC. We identified mutations in genes in IBD-CRCs with hypermutation that might be targeted therapeutically. These approaches would complement and individualize surveillance and treatment programs. Clin Cancer Res; 24(20); 5133-42. ©2018 AACR.


Asunto(s)
Biomarcadores , Neoplasias Colorrectales/etiología , Enfermedades Inflamatorias del Intestino/complicaciones , Enfermedades Inflamatorias del Intestino/genética , Mutación , Alelos , Neoplasias Colorrectales/mortalidad , Neoplasias Colorrectales/patología , Variaciones en el Número de Copia de ADN , Reparación de la Incompatibilidad de ADN , Análisis Mutacional de ADN , ADN Polimerasa III/genética , Epítopos/inmunología , Frecuencia de los Genes , Antígenos HLA/inmunología , Humanos , Inestabilidad de Microsatélites , Tasa de Mutación , Fenotipo , Secuenciación del Exoma
12.
J Clin Pathol ; 71(8): 713-720, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29472252

RESUMEN

AIMS: We sought to use PCR followed by high-resolution melting analysis to develop a single closed-tube screening panel to screen for Lynch syndrome. This comprises tests for microsatellite instability (MSI), MLH1 methylation promoter and BRAF mutation. METHODS: For MSI testing, five mononucleotide markers (BAT25, BAT26, BCAT25, MYB, EWSR1) were developed. In addition, primers were designed to interrogate Region C of the MLH1 promoter for methylation (using bisulphite-modified DNA) and to test for mutations in codon 600 of BRAF. Two separate cohorts from Nottingham (n=99, 46 with MSI, 53 being microsatellite stable (MSS)) and Edinburgh (n=88, 45 MSI, 43 MSS) were tested. RESULTS: All the cases (n=187) were blind tested for MSI and all were correctly characterised by our panel. The MLH1 promoter and BRAF were tested only in the Nottingham cohort. Successful blinded analysis was performed on the MLH1 promoter in 97 cases. All MSS cases showed a pattern of non-methylation while 41/44 cases with MSI showed full methylation. The three cases with MSI and a non-methylated pattern had aberrations in MSH2 and MSH6 expression. BRAF mutation was detected in 61% of MSI cases and 11% of MSS cases.Finally, 12 cases were blind screened by using the whole panel as a single test. Of these, five were identified as MSS, four as MSI/non-LS and three as MSI/possible LS. These results were concordant with the previous data. CONCLUSION: We describe the Nottingham Lynch Syndrome Test (N_LyST). This is a quick, simple and cheap method for screening for Lynch syndrome.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Colorrectales Hereditarias sin Poliposis/diagnóstico , Neoplasias Colorrectales Hereditarias sin Poliposis/genética , Metilación de ADN , Análisis Mutacional de ADN/métodos , Perfilación de la Expresión Génica/métodos , Inestabilidad de Microsatélites , Homólogo 1 de la Proteína MutL/genética , Mutación , Reacción en Cadena de la Polimerasa , Proteínas Proto-Oncogénicas B-raf/genética , Predisposición Genética a la Enfermedad , Células HCT116 , Humanos , Fenotipo , Valor Predictivo de las Pruebas , Regiones Promotoras Genéticas , Reproducibilidad de los Resultados , Flujo de Trabajo
13.
Histopathology ; 71(1): 34-41, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28226180

RESUMEN

AIMS: CDX2 is widely used as a sensitive and specific immunomarker for colorectal carcinoma (CRC), but neither its sensitivity nor its specificity is absolute. The aim of this study was to compare CDX1 and A33 with CDX2 as immunomarkers for CRC. METHODS AND RESULTS: As a pilot study, whole sections of 51 cases of liver metastatic carcinoma with different origins-colorectum (n = 32), breast (n = 3), oesophagogastric tract (n = 4), lung (n = 3), pancreas (n = 8), and prostate (n = 1)-were immunostained with CDX1, CDX2, and A33. A33 showed higher sensitivity as a CRC immunomarker, greater interobserver reproducibility for assessment of expression and less background cross-reactivity than CDX1. Therefore, only A33 was compared with CDX2 for a tissue microarray (TMA)-based study of primary adenocarcinomas with different origins: CRC (n = 55), liver deposits of metastatic CRC (n = 60), breast (n = 101), lung (n = 40), oesophagogastric tract (n = 134), ovary (n = 67), pancreas (n = 77), and prostate (n = 56). When the whole section and TMA cases of CRC were combined, A33 had a sensitivity of 95.9% and CDX2 had a sensitivity of 97.2%. When the whole section and TMA cases of non-colorectal carcinomas were combined, A33 had a specificity of 85.4% as a marker of CRC and CDX2 had a specificity of 64.3%. The higher specificity of A33 than of CDX2 as a CRC immunomarker was particularly seen among pancreatic and ovarian carcinomas. Furthermore, unlike what was seen with CDX2, none of the prostatic and lung carcinomas studied showed A33 positivity. CONCLUSIONS: A33 shows similar sensitivity to but is more specific than CDX2 as an immunomarker of CRC.


Asunto(s)
Adenocarcinoma/patología , Biomarcadores de Tumor/análisis , Neoplasias Colorrectales/patología , Glicoproteínas de Membrana/biosíntesis , Factor de Transcripción CDX2/análisis , Factor de Transcripción CDX2/biosíntesis , Femenino , Humanos , Masculino , Glicoproteínas de Membrana/análisis , Sensibilidad y Especificidad
14.
J Clin Pathol ; 69(10): 938-41, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-27387984

RESUMEN

AIMS: EGFR and ALK analysis is routinely undertaken prior to targeted treatment of non-squamous non-small cell lung carcinoma (NSCLC). Increasingly, limited resources require molecular pathology services to be cost-effective without detriment to patient care. METHODS: Data from an audit of molecular pathology testing in the South East Scotland Cancer Network (SCAN) network have been used to explore different testing strategies with the aim of reducing costs; including investigation of thyroid transcription factor 1 (TTF1) expression as a negative predictor for EGFR mutations. RESULTS: TTF1 immunohistochemistry had a high negative predictive value for EGFR mutations (99%). Reflex testing all non-squamous NSCLC, as expected, had the highest costs, whereas limiting testing to those who might be considered for treatment would lead to a cost reduction of only 7.5%; however, a serial testing model could save 32.7%. CONCLUSIONS: Testing only patients being considered for EGFR and ALK inhibitors represented small savings; more significant savings would be achievable if testing algorithms used known associations between clinical biomarkers.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Receptores ErbB/genética , Neoplasias Pulmonares/diagnóstico , Patología Molecular/economía , Anciano , Carcinoma de Pulmón de Células no Pequeñas/genética , Análisis Costo-Beneficio , Proteínas de Unión al ADN/genética , Humanos , Neoplasias Pulmonares/genética , Masculino , Persona de Mediana Edad , Mutación , Escocia , Factores de Transcripción
15.
Oncotarget ; 7(28): 44381-44394, 2016 Jul 12.
Artículo en Inglés | MEDLINE | ID: mdl-27322148

RESUMEN

A number of candidate histopathologic factors show promise in identifying stage II colorectal cancer (CRC) patients at a high risk of disease-specific death, however they can suffer from low reproducibility and none have replaced classical pathologic staging. We developed an image analysis algorithm which standardized the quantification of specific histopathologic features and exported a multi-parametric feature-set captured without bias. The image analysis algorithm was executed across a training set (n = 50) and the resultant big data was distilled through decision tree modelling to identify the most informative parameters to sub-categorize stage II CRC patients. The most significant, and novel, parameter identified was the 'sum area of poorly differentiated clusters' (AreaPDC). This feature was validated across a second cohort of stage II CRC patients (n = 134) (HR = 4; 95% CI, 1.5- 11). Finally, the AreaPDC was integrated with the significant features within the clinical pathology report, pT stage and differentiation, into a novel prognostic index (HR = 7.5; 95% CI, 3-18.5) which improved upon current clinical staging (HR = 4.26; 95% CI, 1.7- 10.3). The identification of poorly differentiated clusters as being highly significant in disease progression presents evidence to suggest that these features could be the source of novel targets to decrease the risk of disease specific death.


Asunto(s)
Neoplasias Colorrectales/patología , Anciano , Anciano de 80 o más Años , Minería de Datos , Femenino , Humanos , Masculino , Estadificación de Neoplasias , Pronóstico , Análisis de Supervivencia
17.
J Transl Med ; 12: 156, 2014 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-24885583

RESUMEN

BACKGROUND: Tumour budding (TB), lymphatic vessel density (LVD) and lymphatic vessel invasion (LVI) have shown promise as prognostic factors in colorectal cancer (CRC) but reproducibility using conventional histopathology is challenging. We demonstrate image analysis methodology to quantify the histopathological features which could permit standardisation across institutes and aid risk stratification of Dukes B patients. METHODS: Multiplexed immunofluorescence of pan-cytokeratin, D2-40 and DAPI identified epithelium, lymphatic vessels and all nuclei respectively in tissue sections from 50 patients diagnosed with Dukes A (n = 13), Dukes B (n = 29) and Dukes C (n = 8) CRC. An image analysis algorithm was developed and performed, on digitised images of the CRC tissue sections, to quantify TB, LVD, and LVI at the invasive front. RESULTS: TB (HR =5.7; 95% CI, 2.38-13.8), LVD (HR =5.1; 95% CI, 2.04-12.99) and LVI (HR =9.9; 95% CI, 3.57-27.98) were successfully quantified through image analysis and all were shown to be significantly associated with poor survival, in univariate analyses. LVI (HR =6.08; 95% CI, 1.17-31.41) is an independent prognostic factor within the study and was correlated to both TB (Pearson r =0.71, p <0.0003) and LVD (Pearson r =0.69, p <0.0003). CONCLUSION: We demonstrate methodology through image analysis which can standardise the quantification of TB, LVD and LVI from a single tissue section while decreasing observer variability. We suggest this technology is capable of stratifying a high risk Dukes B CRC subpopulation and we show the three histopathological features to be of prognostic significance.


Asunto(s)
Neoplasias Colorrectales/patología , Procesamiento de Imagen Asistido por Computador , Vasos Linfáticos/patología , Adulto , Estudios de Cohortes , Femenino , Estudios de Seguimiento , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Análisis Multivariante , Invasividad Neoplásica , Modelos de Riesgos Proporcionales
18.
FEBS J ; 280(23): 5949-56, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24118991

RESUMEN

Histopathology, the examination of an architecturally artefactual, two-dimensional and static image remains a potent tool allowing diagnosis and empirical expectation of prognosis. Considerable optimism exists that the advent of molecular genetic testing and other biomarker strategies will improve or even replace this ancient technology. A number of biomarkers already add considerable value for prediction of whether a treatment will work. In this short review we argue that a systems medicine approach to pathology will not seek to replace traditional pathology, but rather augment it. Systems approaches need to incorporate quantitative morphological, protein, mRNA and DNA data. A significant challenge for clinical implementation of systems pathology is how to optimize information available from tissue, which is frequently sub-optimal in quality and amount, and yet generate useful predictive models that work. The transition of histopathology to systems pathophysiology and the use of multiscale data sets usher in a new era in diagnosis, prognosis and prediction based on the analysis of human tissue.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Técnicas de Diagnóstico Molecular , Terapia Molecular Dirigida , Neoplasias/patología , Neoplasias/terapia , Biología de Sistemas , Humanos , Neoplasias/metabolismo , Medicina de Precisión , Pronóstico
19.
J Magn Reson Imaging ; 34(6): 1445-51, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21953730

RESUMEN

PURPOSE: To investigate the water diffusion tensor properties of ex vivo tissue in the fibroid uterus, including the influence of degeneration, and the relevance of the principal eigenvector orientation to the underlying tissue structure. MATERIALS AND METHODS: Following hysterectomy, high-resolution structural T(2) -weighted and diffusion tensor magnetic resonance imaging (DT-MRI) were performed on nine uteri at 7 T. Mean diffusivity (MD), fractional anisotropy (FA), and principal eigenvector orientation were measured in myometrium and in myxoid and dense tissue in fibroids. Imaging data and measurements of water diffusion parameters were compared with histopathology findings. RESULTS: The nine uteri yielded 23 fibroids. MD was 50% higher in regions of myxoid degeneration compared to dense fibroid tissue (P = 0.001), while myometrium was intermediate in value (dense fibroid tissue, P = 0.15; myxoid degeneration, P = 0.23). FA was lower in dense fibroid tissue than in myometrium (P = 3 × 10(-5) ), but higher than in myxoid tissue (P = 0.003). Principal eigenvector orientation corresponded qualitatively with that of uterine smooth muscle fibers. CONCLUSION: The water diffusion tensor measured ex vivo in the fibroid uterus is a sensitive probe of tissue type, myxoid degeneration, and morphology.


Asunto(s)
Imagen de Difusión Tensora , Leiomioma/patología , Adulto , Anisotropía , Imagen de Difusión Tensora/métodos , Femenino , Humanos , Persona de Mediana Edad
20.
HPB (Oxford) ; 12(6): 412-7, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-20662792

RESUMEN

BACKGROUND: The role of hepatic resection for gynaecological tumours is not well defined as evidence on the subject is lacking. This article describes a tertiary hepatopancreatobiliary unit's experience with hepatic resection for liver metastases from endometrioid primaries. METHODS: Five women in whom liver metastases developed at 11 months to 10 years post-primary resection are presented. These patients subsequently underwent hepatic resection with disease-free survival of 8-66 months post-resection. RESULTS: Outcomes in this patient series support hepatic resection in the face of isolated liver metastasis. CONCLUSIONS: The authors advocate that patients with hepatic deposits should be referred to specialist hepatobiliary units with a view towards hepatic resection and a subsequent good outcome.


Asunto(s)
Carcinoma Endometrioide/cirugía , Neoplasias Endometriales/cirugía , Hepatectomía , Histerectomía , Neoplasias Hepáticas/cirugía , Neoplasias Ováricas/cirugía , Ovariectomía , Adulto , Anciano , Carcinoma Endometrioide/secundario , Bases de Datos como Asunto , Supervivencia sin Enfermedad , Neoplasias Endometriales/patología , Femenino , Humanos , Neoplasias Hepáticas/secundario , Persona de Mediana Edad , Neoplasias Ováricas/patología , Escocia , Factores de Tiempo , Resultado del Tratamiento
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