Digital breast pathology: validation and training for primary digital practice

Digital pathology is a technology which is transforming the way in which breast histopathology specimens are assessed, reported and reviewed. Large scale clinical laboratory deployments of whole slide imaging systems are occurring in diagnostic pathology departments across the world, requiring laboratory and diagnostic staff to navigate new skills and workflows. Transferring from conventional light microscopy assessment of breast specimens to the use of whole slide images (WSI) can be a challenging experience. This article describes an approach to training and validation for breast consultant histopathologists, which has been used and adapted at a number of sites. Examples of types of case that are suitable for training, and some of the potential “pitfalls” of digital reporting for the novice are described, and practical advice regarding clinical digital breast workflow is shared.     

A whole-slide imaging based workflow reduces the reading time of pathologists

Even though entirely digitized microscopic tissue sections (whole slide images, WSIs) are increasingly being used in histopathology diagnostics, little data is still available on the effect of this technique on pathologists' reading time. This study aimed to compare the time required to perform the microscopic assessment by pathologists between a conventional workflow (an optical microscope) and digitized WSIs. WSI was used in primary diagnostics at the Laboratory for Pathology Eastern Netherlands for several years (LabPON, Hengelo, The Netherlands). Cases were read either in a traditional workflow, with the pathologist recording the time required for diagnostics and reporting, or entirely digitally. Reading times were extracted from image management system log files, and the digitized workflow was fully integrated into the laboratory information system. The digital workflow saved time in the majority of case categories, with prostate biopsies saving the most (68% time gain). Taking into account case distribution, the digital workflow produced an average gain of 12.3%. Using WSI instead of conventional microscopy significantly reduces pathologists' reading times. Pathologists must work in a fully integrated environment to fully reap the benefits of a digital workflow.     

Evaluation of immunohistochemical staining using whole-slide imaging for HER2 scoring of breast cancer in comparison with real glass slides

Whole‐slide imaging (WSI) has been used for education and histological image preservation, and several studies have also reported its validity for practical pathological diagnosis. However, such studies employed materials stained with hematoxylin‐eosin (HE), and very few attempts have been made to use immunohistochemically stained materials for diagnostic purposes. In the present study, we investigated the availability of WSI diagnosis for immunohistochemically stained materials in place of routine glass slides. Thirty pathologists participated in a trial of HER2 expression diagnosis using WSI and compared the results with those obtained by light microscopy. The validity of WSI diagnosis (interobserver agreement) was rated as ‘substantial’ in comparison with glass slide diagnosis (κ‐value = 0.719). There was a tendency for observers to assign higher scores with WSI than with glass slides, probably because WSI requires slides to be scanned into a computer and observed via a monitor. Although we were able to demonstrate the potential utility of WSI for diagnosing immunostained materials, it must be borne in mind that there are some differences in visualization between WSI and glass slides.     

Integration of digital pathology in multidisciplinary breast site group rounds

Whole slide scanning and digitizing an entire glass slide technology opens multiple opportunities for integration in clinical practice. Clinical applications other than primary diagnosis include the use of digitized slides in multidisciplinary rounds. Integration of this emerging technology requires not only adaptation by pathologists but also investment in infrastructure for hardware and software components, electronic storage solutions, support from clinicians and hospital administration as well as training personal. The process of replacing conventional glass with digitized slides in pathology case presentation in multidisciplinary rounds is discussed highlighting the strengths and weaknesses of this transition. Successful implementation relies heavily on careful preliminary workflow process design and support from leaders within Anatomic Pathology and the cancer center.     

Whole-slide imaging in cytopathology: state of the art and future directions

Whole slide imaging (WSI) has been increasingly adopted for digital evaluation of surgical pathology specimens. Unlike histological slides, cytological preparations frequently display a heterogeneous distribution of cells throughout slides in different focal planes sometimes admixed with obscuring material, therefore requiring multiple scanning planes which significantly lengthens image acquisition and evaluation times. Although examination of digital images can be more advantageous than conventional glass slides, the challenges of focusing, scanning and screening cytological specimens and the associated increase in scan times and data storage needs have limited the routine application of WSI in cytopathology practice. Emerging digital systems designed to overcome image acquisition obstacles coupled with artificial intelligence algorithms augmenting screening of digital cytology slides offer innovative solutions to address these limitations. The aim of this review is to critically address the potential benefits and pitfalls of employing WSI in cytopathology practice and to introduce promising state-of-the-art solutions on the horizon.     

The management of implementing a digital pathology workflow

More and more departments are implementing a digital workflow. This overview is intended to provide a high-level rational management approach to navigating some of the major issues that one is likely to encounter. Key stake holder engagement from the main domains: hospital administration, IT and laboratory management and leadership is essential. A business case taking into account local needs is the first step. The impact of a “disruptive” technology on working habits and work flow needs to be assessed and changes need to be resourced and catered for. Choice of scanner and software depends on local needs and also ability for seamless integration in the laboratory information system. Service contracts and redundancy in the eventuality of scanner failure/breakdown is critical and needs to be planned for. Pathologist management should be phased with formal validation and monitoring.     

Colour in digital pathology: a review

Colour is central to the practice of pathology because of the use of coloured histochemical and immunohistochemical stains to visualize tissue features. Our reliance upon histochemical stains and light microscopy has evolved alongside a wide variation in slide colour, with little investigation into the implications of colour variation. However, the introduction of the digital microscope and whole‐slide imaging has highlighted the need for further understanding and control of colour. This is because the digitization process itself introduces further colour variation which may affect diagnosis, and image analysis algorithms often use colour or intensity measures to detect or measure tissue features. The US Food and Drug Administration have released recent guidance stating the need to develop a method of controlling colour reproduction throughout the digitization process in whole‐slide imaging for primary diagnostic use. This comprehensive review introduces applied basic colour physics and colour interpretation by the human visual system, before discussing the importance of colour in pathology. The process of colour calibration and its application to pathology are also included, as well as a summary of the current guidelines and recommendations regarding colour in digital pathology.     

Utility of whole slide imaging and virtual microscopy in prostate pathology

Whole slide imaging (WSI) has been used in conjunction with virtual microscopy (VM) for training or proficiency testing purposes, multicentre research, remote frozen section diagnosis and to seek specialist second opinion in a number of organ systems. The feasibility of using WSI/VM for routine surgical pathology reporting has also been explored. In this review, we discuss the utility and limitations of WSI/VM technology in the histological assessment of specimens from the prostate. Features of WSI/VM that are particularly well suited to assessment of prostate pathology include the ability to examine images at different magnifications as well as to view histology and immunohistochemistry side-by-side on the screen. Use of WSI/VM would also solve the difficulty in obtaining multiple identical copies of small lesions in prostate biopsies for teaching and proficiency testing. It would also permit annotation of the virtual slides, and has been used in a study of inter-observer variation of Gleason grading to facilitate precise identification of the foci on which grading decisions had been based. However, the large number of sections examined from each set of prostate biopsies would greatly increase time required for scanning as well as the size of the digital file, and would also be an issue if digital archiving of prostate biopsies is contemplated. Z-scanning of glass slides, a process that increases scanning time and file size would be required to permit focusing a virtual slide up and down to assess subtle nuclear features such as nucleolar prominence. The common use of large blocks to process prostatectomy specimens would also be an issue, as few currently available scanners can scan such blocks. A major component of proficiency testing of prostate biopsy assessment involves screening of the cores to detect small atypical foci. However, screening virtual slides of wavy fragmented prostate cores using a computer mouse aided by an overview image is very different from screening glass slides using a microscope stage. Hence, it may be more appropriate in this setting to mark the lesional area and focus only on the interpretation component of competency testing. Other issues limiting the use of digital pathology in prostate pathology include the cost of high quality slide scanners for WSI and high resolution monitors for VM as well as the requirement for fast Internet connection as even a subtle delay in presentation of images on the screen may be very disturbing for a pathologist used to the rapid viewing of glass slides under a microscope. However, these problems are likely to be overcome by technological advances in the future.     

Fibrocartilaginous mesenchymoma of bone: a single‐institution experience with molecular investigations and a review of the literature

Whole slide imaging is being used increasingly in research applications and in frozen section, consultation and external quality assurance practice. Digital pathology, when integrated with other digital tools such as barcoding, specimen tracking and digital dictation, can be integrated into the histopathology workflow, from specimen accession to report sign‐out. These elements can bring about improvements in the safety, quality and efficiency of a histopathology department. The present paper reviews the evidence for these benefits. We then discuss the challenges of implementing a fully digital pathology workflow, including the regulatory environment, validation of whole slide imaging and the evidence for the design of a digital pathology workstation.     

Digital pathology: current status and future perspectives

During the last decade pathology has benefited from the rapid progress of image digitizing technology. The improvement in this technology had led to the creation of slide scanners which are able to produce whole slide images (WSI) which can be explored by image viewers in a way comparable to the conventional microscope. The file size of the WSI ranges from a few megabytes to several gigabytes, leading to challenges in the area of image storage and management when they will be used routinely in daily clinical practice. Digital slides are used in pathology for education, diagnostic purposes (clinicopathological meetings, consultations, revisions, slide panels and, increasingly, for upfront clinical diagnostics) and archiving. As an alternative to conventional slides, WSI are generally well accepted, especially in education, where they are available to a large number of students with the full possibilities of annotations without the problem of variation between serial sections. Image processing techniques can also be applied to WSI, providing pathologists with tools assisting in the diagnosis-making process. This paper will highlight the current status of digital pathology applications and its impact on the field of pathology.     

Virtual reality microscope versus conventional microscope regarding time to diagnosis: an experimental study

Aims: To create and evaluate a virtual reality (VR) microscope that is as efficient as the conventional microscope, seeking to support the introduction of digital slides into routine practice. Methods and results: A VR microscope was designed and implemented by combining ultra‐high‐resolution displays with VR technology, techniques for fast interaction, and high usability. It was evaluated using a mixed factorial experimental design with technology and task as within‐participant variables and grade of histopathologist as a between‐participant variable. Time to diagnosis was similar for the conventional and VR microscopes. However, there was a significant difference in the mean magnification used between the two technologies, with participants working at a higher level of magnification on the VR microscope. Conclusions: The results suggest that, with the right technology, efficient use of digital pathology for routine practice is a realistic possibility. Further work is required to explore what magnification is required on the VR microscope for histopathologists to identify diagnostic features, and the effect on this of the digital slide production process.     

Whole-slide imaging: widening the scope of cytopathology

Whole slide imaging (WSI) is broadening the scope of cytopathology. Whole slide images are being used for telecytology, quality assurance activities (e.g. proficiency testing) and teaching (e.g. digital teaching sets and online virtual atlases). Progress in WSI technology that permits high resolution scanning, z-stacking, and hybrid robotic devices has encouraged the use of this imaging modality for cytology practice, education and research. However, widespread adoption in cytology still depends on overcoming barriers unrelated to cytology and challenges directly related to digitizing cytopathology slides. The aim of this article is to review WSI technology, applications and limitations specific to cytopathology.     

International telecytology: Current applications and future potential

International telecytology can improve patient care by increasing access to regional and international expertise in cytopathology. The majority of international telecytology studies published to date have been based on static telepathology platforms. Overall concordance rates for these studies ranged from 71% to 93%. This is comparable to the concordance rates published for other studies comparing diagnoses made by digital still images to reference glass slides, which vary from 80% to 95%. Static telepathology systems are relatively cheap and easy to use, and have the potential to increase access to international experts in developing countries with limited resources. In contrast, resource‐rich academic and private medical centers can use whole slide digital imaging (WSI) for telecytology consultation, though few studies have been published addressing this topic. International telepathology consultation services with digital whole slide image capabilities have been established at several academic medical centers including the University of Pittsburgh Medical Center (UPMC) and the University of California at Los Angeles (UCLA), through the UCLA Center for Telepathology and Digital Pathology. In a small series of 20 telecytology cases submitted to UCLA from 2014 to 2017 (10 gynecologic and 10 fine needle aspiration cases), a meaningful diagnosis was rendered for 100% of cases, with 100% concordance between the submitting institution, versus consultation diagnosis provided by UCLA. These limited results are promising, and in the future both WSI and static telecytology consultation may have a place serving clinical needs in different practice settings.     

Whole slide images for primary diagnostics of gastrointestinal tract pathology: a feasibility study

During the last decade, whole slide images have been used in many areas of pathology such as teaching, research, digital archiving, teleconsultation, and quality assurance testing. However, whole slide images have as yet not much been used for up-front diagnostics because of the lack of validation studies. The aim of this study was, therefore, to test the feasibility of whole slide images for diagnosis of gastrointestinal tract specimens, one of the largest areas of diagnostic pathology. One hundred gastrointestinal tract biopsies and resections that had been diagnosed using light microscopy 1 year before were rediagnosed on whole slide images scanned at ×20 magnification by 5 pathologists (all reassessing their own cases), having the original clinical information available but blinded to their original light microscopy diagnoses. The original light microscopy and whole slide image-based diagnoses were compared and classified as concordant, slightly discordant (without clinical consequences), and discordant. The diagnoses based on light microscopy and the whole slide image-based rediagnoses were concordant in 95% of the cases. Light microscopy and whole slide image diagnosis in the remaining 5% of cases were slightly discordant, none of these were with clinical or prognostic implications. Up-front histopathologic diagnosis of gastrointestinal biopsies and resections can be done on whole slide images.     

乳腺肿块的超声影像学表现与病理学对照分析

目的：探讨超声影像学诊断与鉴别乳腺肿块良恶性的价值。方法对262例乳腺肿块患者进行彩色多普勒超声检查,观察肿块的形态、边缘、包膜、内部回声、微钙化、纵横比、腋窝淋巴结及乳腺肿块的彩色多普勒血流信号,与术后病理结果进行对比观察。结果所有病例共检出314个肿块,超声影像学诊断乳腺良性肿块与病理诊断的符合率为97．3%,误诊率为2．7%;超声影像学诊断乳腺恶性肿块与病理诊断的符合率为92．9%,误诊率为7．1%。超声检查结果显示,良恶性肿块在肿块形态、边缘、回声、微钙化、纵横比、腋窝淋巴结等影像学特征比较,差异均有统计学意义( P<0．01)。结论超声影像学可较为准确地诊断并鉴别乳腺肿块的良恶性。