feed icon rss

Your email was sent successfully. Check your inbox.

An error occurred while sending the email. Please try again.

Proceed reservation?

Export
Filter
  • Wiley  (4)
  • Medicine  (4)
  • 1
    In: The Journal of Pathology, Wiley, Vol. 252, No. 2 ( 2020-10), p. 178-188
    Abstract: Deep learning‐based computer vision methods have recently made remarkable breakthroughs in the analysis and classification of cancer pathology images. However, there has been relatively little investigation of the utility of deep neural networks to synthesize medical images. In this study, we evaluated the efficacy of generative adversarial networks to synthesize high‐resolution pathology images of 10 histological types of cancer, including five cancer types from The Cancer Genome Atlas and the five major histological subtypes of ovarian carcinoma. The quality of these images was assessed using a comprehensive survey of board‐certified pathologists ( n = 9) and pathology trainees ( n = 6). Our results show that the real and synthetic images are classified by histotype with comparable accuracies and the synthetic images are visually indistinguishable from real images. Furthermore, we trained deep convolutional neural networks to diagnose the different cancer types and determined that the synthetic images perform as well as additional real images when used to supplement a small training set. These findings have important applications in proficiency testing of medical practitioners and quality assurance in clinical laboratories. Furthermore, training of computer‐aided diagnostic systems can benefit from synthetic images where labeled datasets are limited (e.g. rare cancers). We have created a publicly available website where clinicians and researchers can attempt questions from the image survey ( http://gan.aimlab.ca/ ). © 2020 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
    Type of Medium: Online Resource
    ISSN: 0022-3417 , 1096-9896
    URL: Issue
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2020
    detail.hit.zdb_id: 1475280-3
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
  • 2
    In: The Journal of Pathology, Wiley, Vol. 256, No. 4 ( 2022-04), p. 388-401
    Abstract: ARID1A (BAF250a) is a component of the SWI/SNF chromatin modifying complex, plays an important tumour suppressor role, and is considered prognostic in several malignancies. However, in ovarian carcinomas there are contradictory reports on its relationship to outcome, immune response, and correlation with clinicopathological features. We assembled a series of 1623 endometriosis‐associated ovarian carcinomas, including 1078 endometrioid (ENOC) and 545 clear cell (CCOC) ovarian carcinomas, through combining resources of the Ovarian Tumor Tissue Analysis (OTTA) Consortium, the Canadian Ovarian Unified Experimental Resource (COEUR), local, and collaborative networks. Validated immunohistochemical surrogate assays for ARID1A mutations were applied to all samples. We investigated associations between ARID1A loss/mutation, clinical features, outcome, CD8 + tumour‐infiltrating lymphocytes (CD8 + TILs), and DNA mismatch repair deficiency (MMRd). ARID1A loss was observed in 42% of CCOCs and 25% of ENOCs. We found no associations between ARID1A loss and outcomes, stage, age, or CD8 + TIL status in CCOC. Similarly, we found no association with outcome or stage in endometrioid cases. In ENOC, ARID1A loss was more prevalent in younger patients ( p  = 0.012) and was associated with MMRd ( p   〈  0.001) and the presence of CD8 + TILs ( p  = 0.008). Consistent with MMRd being causative of ARID1A mutations, in a subset of ENOCs we also observed an association with ARID1A loss‐of‐function mutation as a result of small indels ( p  = 0.035, versus single nucleotide variants). In ENOC, the association with ARID1A loss, CD8 + TILs, and age appears confounded by MMRd status. Although this observation does not explicitly rule out a role for ARID1A influence on CD8 + TIL infiltration in ENOC, given current knowledge regarding MMRd, it seems more likely that effects are dominated by the hypermutation phenotype. This large dataset with consistently applied biomarker assessment now provides a benchmark for the prevalence of ARID1A loss‐of‐function mutations in endometriosis‐associated ovarian cancers and brings clarity to the prognostic significance. © 2021 The Pathological Society of Great Britain and Ireland.
    Type of Medium: Online Resource
    ISSN: 0022-3417 , 1096-9896
    URL: Issue
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2022
    detail.hit.zdb_id: 1475280-3
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
  • 3
    In: Histopathology, Wiley, Vol. 71, No. 2 ( 2017-08), p. 238-246
    Abstract: Vulvar squamous cell carcinoma ( VSCC ) can be subdivided by human papillomavirus ( HPV ) status into two clinicopathological entities. Studies on the prognostic significance of HPV in VSCC are discordant. Methods and results We performed a retrospective analysis of overall survival ( OS ), disease‐specific survival ( DSS ) and progression‐free survival ( PFS ) in 217 patients with VSCC . Cases were extracted from an era of more aggressive en‐bloc radical dissections (1985–95) and more localized radical surgery through separate vulvar and groin excisions (1996–2005). p16 immunohistochemistry was used as a surrogate for HPV status. HPV status could be determined in 197 tumours, 118 HPV ‐independent and 79 HPV ‐associated tumours. Patients with HPV ‐associated tumours were younger (mean 58.8 versus 71.6 years for HPV ‐independent tumours, P 〈 0.0001) and more likely to have prior abnormal cervical cytology (41.1 versus 5.6% for HPV ‐independent tumours, P 〈 0.0001). In univariable analysis, patients with HPV ‐associated tumours had superior PFS [hazard ratio ( HR ): 0.37, 95% confidence interval ( CI ): 0.18–0.70], DSS ( HR : 0.19, 95% CI : 0.08–0.41) and OS ( HR : 0.35, 95% CI : 0.21–0.59). This was driven by worse outcomes ( PFS , DSS and OS ) for patients with HPV ‐independent tumours compared with HPV ‐associated tumours who underwent surgery after 1995. After adjusting for age and stage in multivariable analysis, patients with HPV ‐associated tumours showed superior PFS ( HR : 0.25, 95% CI : 0.07–0.77) and DSS ( HR : 0.21, 95% CI : 0.04–0.78). Conclusions VSCC can be stratified into two prognostically different diseases based on p16 immunostaining. HPV status was associated only with prognosis in the cohort that underwent surgery after 1995, suggesting that more conservative surgery may have led to worse outcomes for patients with HPV ‐independent tumours.
    Type of Medium: Online Resource
    ISSN: 0309-0167 , 1365-2559
    URL: Issue
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2017
    detail.hit.zdb_id: 2006447-0
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
  • 4
    In: Histopathology, Wiley, Vol. 74, No. 3 ( 2019-02), p. 452-462
    Abstract: Ovarian endometrioid carcinoma ( EC ) generally has a good prognosis. Adjuvant chemotherapy can be spared in low‐stage disease, but prognostic biomarkers are needed to refine the treatment threshold. Wnt/β‐catenin signalling is commonly altered in EC . We examined immunohistochemical expression of nuclear β‐catenin and CDX 2 as prognostic biomarkers for EC ; both are mediators of the Wnt pathway. Methods and results We evaluated two ovarian EC cohorts, discovery set ( n  = 183) and validation set ( n  = 174), with ovarian cancer‐specific survival ( OCSS ) as the primary end‐point. In univariable analysis, nuclear β‐catenin expression was significantly associated with longer OCSS in the discovery set [hazard ratio ( HR ) = 0.36, 95% confidence interval ( CI ) = 0.16–0.74, P  = 0.004] and the validation set ( HR  = 0.35, 95% CI  = 0.11–0.89, P  = 0.006). Similar significant associations were observed with CDX 2 expression in the discovery set ( HR  = 0.25, 95% CI  = 0.11–0.50, P   〈  0.001) and validation set ( HR  = 0.27, 95% CI  = 0.07–0.75, P  = 0.020). In multivariable analysis, combined positivity of both markers was significantly associated with longer OCSS in the discovery set ( HR  = 0.20, 95% CI = 0.06–0.49, P   〈  0.001) and in the validation set ( HR  = 0.33 95% CI  = 0.07–0.1.06, P  = 0.047). In a stratified analysis for stage IC / II EC , combined positivity identified a subset of patients with a significantly longer OCSS in the discovery cohort but only a non‐significant trend in the validation cohort. Conclusions Nuclear β‐catenin and CDX 2 expression individually or in combination are validated prognostic markers for ovarian EC . However, their full potential to stratify low risk patients at adjuvant threshold awaits further multimarker study.
    Type of Medium: Online Resource
    ISSN: 0309-0167 , 1365-2559
    URL: Issue
    RVK:
    Language: English
    Publisher: Wiley
    Publication Date: 2019
    detail.hit.zdb_id: 2006447-0
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
Close ⊗
This website uses cookies and the analysis tool Matomo. Further information can be found on the KOBV privacy pages