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Chinchanikar SS, Fraga GR. Ancillary immunohistochemistry testing for loss of p16 in melanoma: A systematic review and meta-analysis of diagnostic accuracy studies. J Cutan Pathol 2024; 51:971-979. [PMID: 39256963 DOI: 10.1111/cup.14717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 08/18/2024] [Accepted: 08/26/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND Ancillary immunohistochemistry testing for p16 loss has been proposed as a diagnostic tool for melanoma, but its accuracy remains uncertain. METHODS A systematic review and meta-analysis were conducted on 26 studies involving 979 melanomas and 974 nevi. RESULTS Through bivariate analysis of data across all cut-off values, the sensitivity and specificity were calculated to be 0.55 (95% confidence interval [CI]: 0.38, 0.70) and 0.85 (95% CI: 0.70, 0.94), respectively. Summary estimates of diagnostic accuracy fell below recommended thresholds for effective tests, but subgroup analysis suggested that p16 loss could aid in diagnosing ambiguous lesions as melanoma in certain scenarios. However, the presence of p16 expression in these contexts does not definitively rule out melanoma. The findings were limited by underpowered exploratory study designs at risk for bias in patient selection and test interpretation. CONCLUSIONS While the use of p16 immunohistochemistry for detecting melanoma is not universally reliable, it may serve as a confirmatory test in differential diagnoses involving common, congenital, acral, Spitz, and deep penetrating nevi. Nevertheless, further studies are needed to validate its utility. Until then, the application of p16 immunohistochemistry in melanoma diagnosis should be regarded as experimental.
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Affiliation(s)
| | - Garth R Fraga
- University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
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Mosquera-Zamudio A, Launet L, Colomer A, Wiedemeyer K, López-Takegami JC, Palma LF, Undersrud E, Janssen E, Brenn T, Naranjo V, Monteagudo C. Histological interpretation of spitzoid tumours: an extensive machine learning-based concordance analysis for improving decision making. Histopathology 2024; 85:155-170. [PMID: 38606989 DOI: 10.1111/his.15187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 03/04/2024] [Accepted: 03/16/2024] [Indexed: 04/13/2024]
Abstract
The histopathological classification of melanocytic tumours with spitzoid features remains a challenging task. We confront the complexities involved in the histological classification of these tumours by proposing machine learning (ML) algorithms that objectively categorise the most relevant features in order of importance. The data set comprises 122 tumours (39 benign, 44 atypical and 39 malignant) from four different countries. BRAF and NRAS mutation status was evaluated in 51. Analysis of variance score was performed to rank 22 clinicopathological variables. The Gaussian naive Bayes algorithm achieved in distinguishing Spitz naevus from malignant spitzoid tumours with an accuracy of 0.95 and kappa score of 0.87, utilising the 12 most important variables. For benign versus non-benign Spitz tumours, the test reached a kappa score of 0.88 using the 13 highest-scored features. Furthermore, for the atypical Spitz tumours (AST) versus Spitz melanoma comparison, the logistic regression algorithm achieved a kappa value of 0.66 and an accuracy rate of 0.85. When the three categories were compared most AST were classified as melanoma, because of the similarities on histological features between the two groups. Our results show promise in supporting the histological classification of these tumours in clinical practice, and provide valuable insight into the use of ML to improve the accuracy and objectivity of this process while minimising interobserver variability. These proposed algorithms represent a potential solution to the lack of a clear threshold for the Spitz/spitzoid tumour classification, and its high accuracy supports its usefulness as a helpful tool to improve diagnostic decision-making.
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Affiliation(s)
- Andrés Mosquera-Zamudio
- Universitat de València, Valencia, Spain
- INCLIVA, Instituto de Investigación Sanitaria, Valencia, Spain
| | - Laëtitia Launet
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain
| | - Adrián Colomer
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain
- valgrAI: Valencian Graduate School and Research Network of Artificial Intelligence, Valencia, Spain
| | - Katharina Wiedemeyer
- Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | | | - Luis F Palma
- Grupo de investigación IMPAC, Fundación Universitaria Sanitas, Bogotá, Colombia
| | - Erling Undersrud
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
| | - Emilius Janssen
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway
| | - Thomas Brenn
- Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Valery Naranjo
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain
| | - Carlos Monteagudo
- Universitat de València, Valencia, Spain
- INCLIVA, Instituto de Investigación Sanitaria, Valencia, Spain
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González-Muñoz JF, Sánchez-Sendra B, Monteagudo C. Diagnostic Algorithm to Subclassify Atypical Spitzoid Tumors in Low and High Risk According to Their Methylation Status. Int J Mol Sci 2023; 25:318. [PMID: 38203489 PMCID: PMC10779069 DOI: 10.3390/ijms25010318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
Current diagnostic algorithms are insufficient for the optimal clinical and therapeutic management of cutaneous spitzoid tumors, particularly atypical spitzoid tumors (AST). Therefore, it is crucial to identify new markers that allow for reliable and reproducible diagnostic assessment and can also be used as a predictive tool to anticipate the individual malignant potential of each patient, leading to tailored individual therapy. Using Reduced Representation Bisulfite Sequencing (RRBS), we studied genome-wide methylation profiles of a series of Spitz nevi (SN), spitzoid melanoma (SM), and AST. We established a diagnostic algorithm based on the methylation status of seven cg sites located in TETK4P2 (Tektin 4 Pseudogene 2), MYO1D (Myosin ID), and PMF1-BGLAP (PMF1-BGLAP Readthrough), which allows the distinction between SN and SM but is also capable of subclassifying AST according to their similarity to the methylation levels of Spitz nevi or spitzoid melanoma. Thus, our epigenetic algorithm can predict the risk level of AST and predict its potential clinical outcomes.
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Affiliation(s)
| | - Beatriz Sánchez-Sendra
- Skin Cancer Research Group, Biomedical Research Institute INCLIVA, 46010 Valencia, Spain (B.S.-S.)
| | - Carlos Monteagudo
- Skin Cancer Research Group, Biomedical Research Institute INCLIVA, 46010 Valencia, Spain (B.S.-S.)
- Department of Pathology, University of Valencia, 46010 Valencia, Spain
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Gassenmaier M, Soltanpour N, Held L, Metzler G, Yazdi AS, Brecht IB, Schneider DT, Stadler R, Garbe C, Bauer J. Diagnostic and prognostic classification of atypical spitzoid tumours based on histology and genomic aberrations: A prospective cohort study with long-term follow-up. Eur J Cancer 2022; 163:200-210. [PMID: 35104769 DOI: 10.1016/j.ejca.2021.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 11/21/2021] [Accepted: 12/13/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND Histological classification of atypical spitzoid tumours (ASTs) is unreliable, and categorisation of these lesions into benign and malignant is poorly reproducible. Here, we classified ASTs based on histology and chromosomal aberrations and explored the prognostic significance of genomic aberrations in a prospective cohort with a long-term follow-up. PATIENTS AND METHODS Histologically equivocal ASTs from 76 patients were analysed by array comparative genomic hybridisation (aCGH). Tumours were histologically assessed by a panel of dermatopathologist before and after aCGH and classified as benign, ambiguous or malignant. Chromosomal aberrations were correlated with an outcome. RESULTS Chromosomal aberrations were detected in 45 (59%) of 76 ASTs (median age: 16 years, range: 0-74; median follow-up: 90 months, range: 13-153). The initial histological diagnosis was changed upon presentation of aCGH results in 36 of 76 cases (47%). The final diagnostic interpretation classified 61% of the lesions as benign, 18% as ambiguous and 21% as malignant. Positive sentinel lymph node biopsies (6+/29) occurred at similar rates in all diagnostic groups (P = 0.83) and were not associated with an unfavourable outcome. Two patients had local recurrences, but none of the patients developed metastasis beyond the sentinel lymph node. CONCLUSIONS All ASTs had an excellent prognosis, even in cases with worrisome morphology and chromosomal aberrations. With no distant metastasis or death in long-term follow-up of 76 patients, no correlation between chromosomal aberrations and prognosis was possible. However, it seems likely that in larger cohorts, metastases would arise in cases with complex aberrations and these patients should undergo clinical follow-up.
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Affiliation(s)
| | - Narges Soltanpour
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany
| | - Laura Held
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany; MVZ Dermatopathologie Friedrichshafen/Bodensee PartG, Friedrichshafen, Germany
| | - Gisela Metzler
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany; Zentrum für Dermatohistologie und Oralpathologie Tübingen/Würzburg, Tübingen, Germany
| | - Amir S Yazdi
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany; Department of Dermatology and Allergology, University Hospital RWTH Aachen, Aachen, Germany
| | - Ines B Brecht
- Pediatric Hematology and Oncology, Children's Hospital, Eberhard Karls University, Tübingen, Germany
| | | | - Rudolf Stadler
- Department of Dermatology, Venereology, Allergology and Phlebology, Johannes Wesling Medical Center, University Hospital of Ruhr-University Bochum, Minden, Germany
| | - Claus Garbe
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany; Dermatologie in Stuttgart, Stuttgart, Germany
| | - Jürgen Bauer
- Department of Dermatology, Eberhard Karls University of Tübingen, Tübingen, Germany; Dermatologie in Stuttgart, Stuttgart, Germany
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Oyama Y, Hamasaki M, Matsumoto S, Sato A, Tsujimura T, Nabeshima K. Short 57 kb CDKN2A FISH probe effectively detects short homozygous deletion of the 9p21 locus in malignant pleural mesothelioma. Oncol Lett 2021; 22:813. [PMID: 34671427 DOI: 10.3892/ol.2021.13074] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/02/2021] [Indexed: 11/06/2022] Open
Abstract
Homozygous deletion (homo-d) of the cyclin-dependent kinase inhibitor 2A (CDKN2A) gene is frequently found in malignant pleural mesothelioma (MPM). Fluorescence in situ hybridization (FISH) is commonly used to detect chromosomal deletion, and sometimes reveals more frequent heterozygous deletion (hetero-d) compared with homo-d. In clinical practice, such CDKN2A FISH results belong to the 'borderline' homo-d rate, which makes it difficult to definitively diagnose MPM. Microdeletion, [<200 kilobase (kb)], can induce a 'pseudo' hetero-d signal in FISH assays with long probes owing to redundant probe reactivity. Thus, the present study hypothesized that shorter FISH probes can effectively detect the small deletion status of the CDKN2A gene and increase homo-d rate in MPM, which has high hetero-d and low homo-d status. The present study aimed to evaluate the effectiveness of a shorter CDKN2A FISH probe in diagnosing MPM. CDKN2A FISH with either a 222 kb long probe (L-probe) or a 57 kb short probe (S-probe) was performed in four MPM cases with high hetero-d and low homo-d patterns. Furthermore, immunohistochemistry for methylthioadenosine phosphorylase (MTAP) and quantitative (q)PCR analyses were performed to confirm the microdeletion of the 9p21 locus. The results demonstrated that all four MPM cases retained MTAP protein expression. CDKN2A FISH with L-probe revealed high hetero-d (cases 1-4; 73.3, 37.1, 59.2 and 64.8%, respectively) and low homo-d (cases 1-4; 12.1, 12.4, 25.4 and 22.2%, respectively). CDKN2A FISH with S-probe revealed high homo-d (cases 1-4; 96.8, 90.0, 87.5 and 82.6%, respectively), with low hetero-d (cases 1-4; 0.0, 1.2, 1.2 and 4.3%, respectively). qPCR analysis demonstrated no allele deletions of the MTAP gene and two-allele deletions of the CDKN2A gene in 3/4 cases. Taken together, these results suggest that the S-probe detects the short homo-d of the 9p21 locus more effectively than the L-probe in MPM. This can assist in solving diagnostic difficulties in cases involving high hetero-d with low homo-d.
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Affiliation(s)
- Yuzo Oyama
- Department of Pathology, Fukuoka University Hospital and School of Medicine, Jonan-ku, Fukuoka 814-0180, Japan
| | - Makoto Hamasaki
- Department of Pathology, Fukuoka University Hospital and School of Medicine, Jonan-ku, Fukuoka 814-0180, Japan
| | - Shinji Matsumoto
- Department of Pathology, Fukuoka University Hospital and School of Medicine, Jonan-ku, Fukuoka 814-0180, Japan
| | - Ayuko Sato
- Department of Pathology, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8131, Japan
| | - Tohru Tsujimura
- Department of Pathology, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8131, Japan
| | - Kazuki Nabeshima
- Department of Pathology, Fukuoka University Hospital and School of Medicine, Jonan-ku, Fukuoka 814-0180, Japan
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Bobos M. Histopathologic classification and prognostic factors of melanoma: a 2021 update. Ital J Dermatol Venerol 2021; 156:300-321. [PMID: 33982546 DOI: 10.23736/s2784-8671.21.06958-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Despite the rapid recent advances in molecular analysis of tumors, which allow large-scale and high-resolution genomics, the "gold standard" for melanoma diagnosis continues to be histopathology, in conjunction with clinical characteristics and sometimes with important support of immunohistochemistry. Observations, where postulated that cutaneous melanomas may arise through two distinct pathways, discoveries such as that BRAFV600E mutations were mostly common in melanomas on sun-exposed skin with little solar elastosis and seminal works for melanoma progression and evolution set the groundwork for the new WHO Classification of Melanoma: a classification of melanoma that not only encompasses histologic but also clinical, epidemiologic, and genetic characteristics. The melanomas were divided into those etiologically related to sun exposure and those that are not, based on their mutational signatures, anatomic site, and epidemiology. On the basis of degree of associated solar elastosis melanomas on the sun exposed skin were further divided by the histopathologic degree of cumulative solar damage (CSD) of the surrounding skin, into low and high CSD. On the low-CSD group of melanomas are included superficial spreading melanomas, while the high-CSD melanomas encompasses lentigo maligna and desmoplastic melanomas. The "non-CSD" classification includes acral melanomas, some melanomas in congenital nevi, melanomas in blue nevi, Spitz melanomas, mucosal melanomas, and uveal melanomas. Nodular and nevoid melanoma may occur in any pathway. A group of intermediate tumors termed melanocytoma is proposed for tumors that in addition to mutations that activate the MAPK pathway, harbor multiple driver mutations, and they are either low-grade or high-grade, to indicate that they may carry a higher risk of malignant transformation. In this review a summary of the most recent WHO classification of melanoma is provided. A short analysis of essential histopathologic prognostic parameters is also provided. The new classification of melanoma discriminates distinct types of melanoma based on their clinicopathologic, and genomic characteristics. Undoubtedly, melanoma research will continue to evolve as new clinical, pathological, molecular data accumulates. The challenge of the forthcoming years is to better characterize the intermediate category of melanocytic lesions.
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Affiliation(s)
- Mattheos Bobos
- Department of Biomedical Sciences, School of Health Sciences, International Hellenic University, Alexandrian Campus, Sindos, Thessaloniki, Greece -
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