Literature DB >> 35024222

Variability in the Histopathological Diagnosis of Non-Melanocytic Lesions Excised to Exclude Melanoma.

Ian Katz1, Tony Azzi2, Alister Lilleyman2, Blake O'Brien3, Brian Schapiro4, Curtis Thompson4,5, Tarl Prow6,7.   

Abstract

INTRODUCTION: The differential diagnosis of lesions excised to exclude melanoma include a variety of benign and malignant melanocytic and non-melanocytic lesions.
OBJECTIVES: We examined the variability between pathologists in diagnosing non-melanocytic lesions.
METHODS: As part of a larger study prospectively examining the diagnosis of lesions excised to exclude melanoma in 198 patients at a primary care skin cancer clinic in Newcastle, Australia, we compared diagnosis made by 5 experienced dermatopathologists, of 44 non-melanocytic lesions in 44 patients aged 22-90.
RESULTS: Forty-four lesions (out of 217 in total) were non-melanocytic. Among the 5 pathologists who examined each case there was marked variability in the terminology used to diagnose each case. The most common variability was found between seborrheic keratosis, large cell acanthoma, solar lentigo, and lichenoid keratosis. The diagnosis made by the majority of the pathologists was deemed to be the reference diagnosis. Versus majority diagnosis, 4% of benign lesions were considered malignant, and 7% of malignant diagnoses were considered as benign.
CONCLUSIONS: The different terminology adopted and lack of consensus in the diagnosis of these non-melanocytic lesions in this setting suggests that training AI systems using gold standards may be problematic. We propose a new management classification scheme called MOLEM (Management of Lesions Excised to exclude Melanoma) which expands the previously described MPATH-dx to include non-melanocytic lesions. ©2021 Katz et al.

Entities:  

Keywords:  AI; artificial intelligence; diagnosis; large cell acanthoma; melanoma; seborrheic keratosis

Year:  2021        PMID: 35024222      PMCID: PMC8648420          DOI: 10.5826/dpc.1104a94

Source DB:  PubMed          Journal:  Dermatol Pract Concept        ISSN: 2160-9381


  17 in total

1.  Large-cell acanthoma is a solar lentigo.

Authors:  H J Roewert; A B Ackerman
Journal:  Am J Dermatopathol       Date:  1992-04       Impact factor: 1.533

2.  The MPATH-Dx reporting schema for melanocytic proliferations and melanoma.

Authors:  Michael W Piepkorn; Raymond L Barnhill; David E Elder; Stevan R Knezevich; Patricia A Carney; Lisa M Reisch; Joann G Elmore
Journal:  J Am Acad Dermatol       Date:  2013-10-28       Impact factor: 11.527

3.  Ki-67 and p16 Immunostaining Differentiates Pagetoid Bowen Disease From "Microclonal" Seborrheic Keratosis.

Authors:  Eman Bahrani; Panitta Sitthinamsuwan; Timothy H McCalmont; Laura B Pincus
Journal:  Am J Clin Pathol       Date:  2019-05-03       Impact factor: 2.493

4.  Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.

Authors:  Titus J Brinker; Achim Hekler; Alexander H Enk; Joachim Klode; Axel Hauschild; Carola Berking; Bastian Schilling; Sebastian Haferkamp; Dirk Schadendorf; Tim Holland-Letz; Jochen S Utikal; Christof von Kalle
Journal:  Eur J Cancer       Date:  2019-04-10       Impact factor: 9.162

5.  Distinguishing between irritated seborrheic keratosis and squamous cell carcinoma in situ using BCL-2 and IMP3 immunohistochemistry.

Authors:  Justin D Richey; April C Deng; Karen Dresser; Patrick O'Donnell; Kristine M Cornejo
Journal:  J Cutan Pathol       Date:  2018-06-12       Impact factor: 1.587

Review 6.  Non-melanocytic lesions mimicking melanocytic lesions.

Authors:  E Calonje
Journal:  Pathology       Date:  2004-10       Impact factor: 5.306

7.  Diagnostic concordance among dermatopathologists using a three-tiered keratinocytic intraepithelial neoplasia grading scheme.

Authors:  Frances I Ramos-Ceballos; Songthip T Ounpraseuth; Thomas D Horn
Journal:  J Cutan Pathol       Date:  2008-04       Impact factor: 1.587

Review 8.  Non-melanocytic mimics of melanoma: part I: intraepidermal mimics.

Authors:  Z S Kamil; L C B Tong; A Al Habeeb; D Ghazarian
Journal:  J Clin Pathol       Date:  2008-10-17       Impact factor: 3.411

9.  Large cell acanthoma: a variant of solar lentigo with cellular hypertrophy.

Authors:  Garth R Fraga; Sapna M Amin
Journal:  J Cutan Pathol       Date:  2014-06-30       Impact factor: 1.587

10.  Large cell acanthoma: a debate throughout the decades.

Authors:  Aikaterini Patsatsi; Elizabeth Lazaridou; Christina Fotiadou; Aikaterini Kyriakou; Dimitrios Sotiriadis
Journal:  Dermatol Pract Concept       Date:  2014-01-31
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