Literature DB >> 30685784

The performance of digital microscopy for primary diagnosis in human pathology: a systematic review.

Anna Luíza Damaceno Araújo1, Lady Paola Aristizábal Arboleda1, Natalia Rangel Palmier1, Jéssica Montenegro Fonsêca1, Mariana de Pauli Paglioni1, Wagner Gomes-Silva1,2,3, Ana Carolina Prado Ribeiro1,2,4, Thaís Bianca Brandão2, Luciana Estevam Simonato4, Paul M Speight5, Felipe Paiva Fonseca1,6, Marcio Ajudarte Lopes1, Oslei Paes de Almeida1, Pablo Agustin Vargas1, Cristhian Camilo Madrid Troconis7, Alan Roger Santos-Silva8.   

Abstract

Validation studies of whole slide imaging (WSI) systems produce evidence regarding digital microscopy (DM). This systematic review aimed to provide information about the performance of WSI devices by evaluating intraobserver agreement reported in previously published studies as the best evidence to elucidate whether DM is reliable for primary diagnostic purposes. In addition, this review delineates the reasons for the occurrence of discordant diagnoses. Scopus, MEDLINE/PubMed, and Embase were searched electronically. A total of 13 articles were included. The total sample of 2145 had a majority of 695 (32.4%) cases from dermatopathology, followed by 200 (9.3%) cases from gastrointestinal pathology. Intraobserver agreements showed an excellent concordance, with values ranging from 87% to 98.3% (κ coefficient range 0.8-0.98). Ten studies (77%) reported a total of 128 disagreements. The remaining three studies (23%) did not report the exact number and nature of disagreements. Borderline/challenging cases were the most frequently reported reason for disagreements (53.8%). Six authors reported limitations of the equipment and/or limited image resolution as reasons for the discordant diagnoses. Within these articles, the reported pitfalls were as follows: difficulties in the identification of eosinophilic granular bodies in brain biopsies; eosinophils and nucleated red blood cells; and mitotic figures, nuclear details, and chromatin patterns in neuropathology specimens. The lack of image clarity was reported to be associated with difficulties in the identification of microorganisms (e.g., Candida albicans, Helicobacter pylori, and Giardia lamblia). However, authors stated that the intraobserver variances do not derive from technical limitations of WSI. A lack of clinical information was reported by four authors as a source for disagreements. Two studies (15.4%) reported poor quality of the biopsies, specifically small size of the biopsy material or inadequate routine laboratory processes as reasons for disagreements. One author (7.7%) indicated the lack of immunohistochemistry and special stains as a source for discordance. Furthermore, nine studies (69.2%) did not consider the performance of the digital method-limitations of the equipment, insufficient magnification/limited image resolution-as reasons for disagreements. To summarize the pitfalls of digital pathology practice and better address the root cause of the diagnostic discordance, we suggest a Categorization for Digital Pathology Discrepancies to be used in further validations studies. Among 99 discordances, only 37 (37.3%) had preferred diagnosis rendered by means of WSI. The risk of bias and applicability concerns were judged with the QUADAS-2. Two studies (15.4%) presented an unclear risk of bias in the sample selection domain and 2 (15.4%) presented a high risk of bias in the index test domain. Regarding applicability, all studies included were classified as a low concern in all domains. The included studies were optimally designed to validate WSI for general clinical use, providing evidence with confidence. In general, this systematic review showed a high concordance between diagnoses achieved by using WSI and conventional light microscope (CLM), summarizes difficulties related to specific findings of certain areas of pathology-including dermatopathology, pediatric pathology, neuropathology, and gastrointestinal pathology-and demonstrated that WSI can be used to render primary diagnoses in several subspecialties of human pathology.

Entities:  

Keywords:  Intraobserver agreement; Systematic review; Whole slide imaging

Mesh:

Year:  2019        PMID: 30685784     DOI: 10.1007/s00428-018-02519-z

Source DB:  PubMed          Journal:  Virchows Arch        ISSN: 0945-6317            Impact factor:   4.064


  52 in total

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

Authors:  Shaimaa Al-Janabi; André Huisman; Aryan Vink; Roos J Leguit; G Johan A Offerhaus; Fiebo J W ten Kate; Paul J van Diest
Journal:  Hum Pathol       Date:  2011-09-19       Impact factor: 3.466

2.  Whole slide images for primary diagnostics in dermatopathology: a feasibility study.

Authors:  Shaimaa Al-Janabi; André Huisman; Aryan Vink; Roos J Leguit; G Johan A Offerhaus; Fiebo J W Ten Kate; Marijke R van Dijk; Paul J van Diest
Journal:  J Clin Pathol       Date:  2011-10-26       Impact factor: 3.411

3.  Interobserver and intraobserver reproducibility in digital and routine microscopic assessment of prostate needle biopsies.

Authors:  Paula A Rodriguez-Urrego; Angel M Cronin; Hikmat A Al-Ahmadie; Anuradha Gopalan; Satish K Tickoo; Victor E Reuter; Samson W Fine
Journal:  Hum Pathol       Date:  2010-10-20       Impact factor: 3.466

4.  Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions.

Authors:  Mariska M G Leeflang; Karel G M Moons; Johannes B Reitsma; Aielko H Zwinderman
Journal:  Clin Chem       Date:  2008-02-07       Impact factor: 8.327

5.  Randomized comparison of virtual microscopy and traditional glass microscopy in diagnostic accuracy among dermatology and pathology residents.

Authors:  Laine H Koch; James N Lampros; Laura K Delong; Suephy C Chen; John T Woosley; Antoinette F Hood
Journal:  Hum Pathol       Date:  2009-01-14       Impact factor: 3.466

6.  Virtual microscopy: an evaluation of its validity and diagnostic performance in routine histologic diagnosis of skin tumors.

Authors:  Patricia Switten Nielsen; Jan Lindebjerg; Jan Rasmussen; Henrik Starklint; Marianne Waldstrøm; Bjarne Nielsen
Journal:  Hum Pathol       Date:  2010-09-24       Impact factor: 3.466

7.  Ovarian frozen section diagnosis: use of whole-slide imaging shows excellent correlation between virtual slide and original interpretations in a large series of cases.

Authors:  Margaret A Fallon; David C Wilbur; Manju Prasad
Journal:  Arch Pathol Lab Med       Date:  2010-07       Impact factor: 5.534

8.  Review of the current state of whole slide imaging in pathology.

Authors:  Liron Pantanowitz; Paul N Valenstein; Andrew J Evans; Keith J Kaplan; John D Pfeifer; David C Wilbur; Laura C Collins; Terence J Colgan
Journal:  J Pathol Inform       Date:  2011-08-13

Review 9.  No role for quality scores in systematic reviews of diagnostic accuracy studies.

Authors:  Penny Whiting; Roger Harbord; Jos Kleijnen
Journal:  BMC Med Res Methodol       Date:  2005-05-26       Impact factor: 4.615

10.  Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.

Authors:  David Moher; Alessandro Liberati; Jennifer Tetzlaff; Douglas G Altman
Journal:  PLoS Med       Date:  2009-07-21       Impact factor: 11.069

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  15 in total

1.  WHO/ISUP grading of clear cell renal cell carcinoma and papillary renal cell carcinoma; validation of grading on the digital pathology platform and perspectives on reproducibility of grade.

Authors:  Lisa Browning; Richard Colling; Clare Verrill
Journal:  Diagn Pathol       Date:  2021-08-21       Impact factor: 2.644

2.  Fully digital pathology laboratory routine and remote reporting of oral and maxillofacial diagnosis during the COVID-19 pandemic: a validation study.

Authors:  Anna Luíza Damaceno Araújo; Gleyson Kleber do Amaral-Silva; Maria Eduarda Pérez-de-Oliveira; Karen Patricia Domínguez Gallagher; Cinthia Veronica Bardalez López de Cáceres; Ana Luiza Oliveira Corrêa Roza; Amanda Almeida Leite; Bruno Augusto Linhares Almeida Mariz; Carla Isabelly Rodrigues-Fernandes; Felipe Paiva Fonseca; Marcio Ajudarte Lopes; Paul M Speight; Syed Ali Khurram; Jacks Jorge Júnior; Manoela Domingues Martins; Oslei Paes de Almeida; Alan Roger Santos-Silva; Pablo Agustin Vargas
Journal:  Virchows Arch       Date:  2021-03-13       Impact factor: 4.064

3.  Automated quantitative analysis of Ki-67 staining and HE images recognition and registration based on whole tissue sections in breast carcinoma.

Authors:  Min Feng; Yang Deng; Libo Yang; Qiuyang Jing; Zhang Zhang; Lian Xu; Xiaoxia Wei; Yanyan Zhou; Diwei Wu; Fei Xiang; Yizhe Wang; Ji Bao; Hong Bu
Journal:  Diagn Pathol       Date:  2020-05-29       Impact factor: 2.644

4.  The histopathological diagnosis of atypical meningioma: glass slide versus whole slide imaging for grading assessment.

Authors:  Serena Ammendola; Elena Bariani; Albino Eccher; Arrigo Capitanio; Claudio Ghimenton; Liron Pantanowitz; Anil Parwani; Ilaria Girolami; Aldo Scarpa; Valeria Barresi
Journal:  Virchows Arch       Date:  2020-12-10       Impact factor: 4.064

5.  Commentary: The Digital Fate of Glomeruli in Renal Biopsy.

Authors:  Ilaria Girolami; Stefano Marletta; Albino Eccher
Journal:  J Pathol Inform       Date:  2021-03-22

6.  Digital validation of breast biomarkers (ER, PR, AR, and HER2) in cytology specimens using three different scanners.

Authors:  Abeer M Salama; Matthew G Hanna; Dilip Giri; Brie Kezlarian; Marc-Henri Jean; Oscar Lin; Christina Vallejo; Edi Brogi; Marcia Edelweiss
Journal:  Mod Pathol       Date:  2021-09-13       Impact factor: 7.842

7.  DPA-ESDIP-JSDP Task Force for Worldwide Adoption of Digital Pathology.

Authors:  Catarina Eloy; Andrey Bychkov; Liron Pantanowitz; Filippo Fraggetta; Marilyn M Bui; Junya Fukuoka; Norman Zerbe; Lewis Hassell; Anil Parwani
Journal:  J Pathol Inform       Date:  2021-12-16

Review 8.  Validation of digital microscopy: Review of validation methods and sources of bias.

Authors:  Christof A Bertram; Nikolas Stathonikos; Taryn A Donovan; Alexander Bartel; Andrea Fuchs-Baumgartinger; Karoline Lipnik; Paul J van Diest; Federico Bonsembiante; Robert Klopfleisch
Journal:  Vet Pathol       Date:  2021-08-26       Impact factor: 2.221

Review 9.  Whole Slide Imaging and Its Applications to Histopathological Studies of Liver Disorders.

Authors:  Rossana C N Melo; Maximilian W D Raas; Cinthia Palazzi; Vitor H Neves; Kássia K Malta; Thiago P Silva
Journal:  Front Med (Lausanne)       Date:  2020-01-08

10.  Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis.

Authors:  Ayesha S Azam; Islam M Miligy; Peter K-U Kimani; Heeba Maqbool; Katherine Hewitt; Nasir M Rajpoot; David R J Snead
Journal:  J Clin Pathol       Date:  2020-09-15       Impact factor: 3.411

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