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Cheng J, Wistinghausen B, Kirkorian AY. Pediatric Cutaneous T-Cell Neoplasms: Clinical and Pathological Features, Updated Classifications, and Critical Differential Diagnoses. Pediatr Dermatol 2024. [PMID: 39491478 DOI: 10.1111/pde.15789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/28/2024] [Accepted: 10/01/2024] [Indexed: 11/05/2024]
Abstract
Cutaneous T-cell lymphoid neoplasms in childhood are exceedingly rare, presenting with a wide spectrum of clinical presentation and outcomes. Due to numerous clinical and pathological mimics, an integrated evaluation of clinical, histopathological, immunohistochemical, and molecular findings is critical for a diagnosis. Here, we review the clinical and pathological features, updated classifications, and critical differential diagnoses of cutaneous T-cell lymphoid neoplasms in children.
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Affiliation(s)
- Jinjun Cheng
- Department of Pathology and Laboratory Medicine, Children's National Hospital, Washington, DC, USA
- Centers for Cancer & Blood Disorders and Cancer & Immunology Research, Children's National Hospital, Washington, DC, USA
- The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Birte Wistinghausen
- Centers for Cancer & Blood Disorders and Cancer & Immunology Research, Children's National Hospital, Washington, DC, USA
- The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - A Yasmine Kirkorian
- The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Dermatology, Children's National Health System, Washington, DC, USA
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Huang HY, Nguyen HT, Lin TL, Saenprasarn P, Liu PH, Wang HC. Identification of Skin Lesions by Snapshot Hyperspectral Imaging. Cancers (Basel) 2024; 16:217. [PMID: 38201644 PMCID: PMC10778186 DOI: 10.3390/cancers16010217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 12/28/2023] [Accepted: 01/01/2024] [Indexed: 01/12/2024] Open
Abstract
This study pioneers the application of artificial intelligence (AI) and hyperspectral imaging (HSI) in the diagnosis of skin cancer lesions, particularly focusing on Mycosis fungoides (MF) and its differentiation from psoriasis (PsO) and atopic dermatitis (AD). By utilizing a comprehensive dataset of 1659 skin images, including cases of MF, PsO, AD, and normal skin, a novel multi-frame AI algorithm was used for computer-aided diagnosis. The automatic segmentation and classification of skin lesions were further explored using advanced techniques, such as U-Net Attention models and XGBoost algorithms, transforming images from the color space to the spectral domain. The potential of AI and HSI in dermatological diagnostics was underscored, offering a noninvasive, efficient, and accurate alternative to traditional methods. The findings are particularly crucial for early-stage invasive lesion detection in MF, showcasing the model's robust performance in segmenting and classifying lesions and its superior predictive accuracy validated through k-fold cross-validation. The model attained its optimal performance with a k-fold cross-validation value of 7, achieving a sensitivity of 90.72%, a specificity of 96.76%, an F1-score of 90.08%, and an ROC-AUC of 0.9351. This study marks a substantial advancement in dermatological diagnostics, thereby contributing significantly to the early and precise identification of skin malignancies and inflammatory conditions.
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Affiliation(s)
- Hung-Yi Huang
- Department of Dermatology, Ditmanson Medical Foundation Chiayi Christian Hospital, Chia Yi City 60002, Taiwan;
| | - Hong-Thai Nguyen
- Department of Mechanical Engineering, National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi City 62102, Taiwan
| | - Teng-Li Lin
- Department of Dermatology, Dalin Tzu Chi General Hospital, No. 2, Min-Sheng Rd., Dalin Town, Chia Yi City 62247, Taiwan;
| | - Penchun Saenprasarn
- School of Nursing, Shinawatra University, 99 Moo 10, Bangtoey, Samkhok, Pathum Thani 12160, Thailand;
| | - Ping-Hung Liu
- Division of General Surgery, Department of Surgery, Kaohsiung Armed Forces General Hospital, 2, Zhongzheng 1st.Rd., Lingya District, Kaohsiung City 80284, Taiwan
| | - Hsiang-Chen Wang
- Department of Mechanical Engineering, National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi City 62102, Taiwan
- Director of Technology Development, Hitspectra Intelligent Technology Co., Ltd., Kaohsiung City 80661, Taiwan
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Akilov OE. What Does the Future Hold for Biomarkers of Response to Extracorporeal Photopheresis for Mycosis Fungoides and Sézary Syndrome? Cells 2023; 12:2321. [PMID: 37759543 PMCID: PMC10527589 DOI: 10.3390/cells12182321] [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: 07/31/2023] [Revised: 09/14/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023] Open
Abstract
Extracorporeal photopheresis (ECP) is an FDA-approved immunotherapy for cutaneous T-cell lymphoma, which can provide a complete response in some patients. However, it is still being determined who will respond well, and predictive biomarkers are urgently needed to target patients for timely treatment and to monitor their response over time. The aim of this review is to analyze the current state of the diagnostic, prognostic, and disease state-monitoring biomarkers of ECP, and outline the future direction of the ECP biomarker discovery. Specifically, we focus on biomarkers of response to ECP in mycosis fungoides and Sézary syndrome. The review summarizes the current knowledge of ECP biomarkers, including their limitations and potential applications, and identifies key challenges in ECP biomarker discovery. In addition, we discuss emerging technologies that could revolutionize ECP biomarker discovery and accelerate the translation of biomarker research into clinical practice. This review will interest researchers and clinicians seeking to optimize ECP therapy for cutaneous T-cell lymphoma.
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Affiliation(s)
- Oleg E Akilov
- Cutaneous Lymphoma Program, University of Pittsburgh, Pittsburgh, PA 15213, USA
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Wallace PK. Issue Highlights-September 2022. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2022; 102:337-341. [PMID: 36106576 DOI: 10.1002/cyto.b.22091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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Shameli A, Roshan TM. CD200 expression on Sezary cells: A valuable tool for flow cytometric assessment of peripheral blood T-cell neoplasms. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2022; 102:303-311. [PMID: 35661398 DOI: 10.1002/cyto.b.22080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 05/01/2022] [Accepted: 05/23/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND CD200 (OX-2) is a valuable marker in the diagnosis of B-cell neoplasms and is commonly used in the screening panels for assessment of peripheral blood B-cell lymphoproliferative disorders. However, there is limited understanding about CD200 expression in T-cell neoplasms. A previous study has shown that CD200 is expressed on the neoplastic cells of angioimmunoblastic T-cell lymphoma (AITL) by immunohistochemistry, but no study has evaluated CD200 expression in T-cell neoplasms by flow cytometry. METHODS We assessed CD200 expression in peripheral blood T-cell lymphoproliferative disorders by retrospective analysis of our institutional flow cytometry screening database over a 6-year period. RESULTS In addition to AITL, we identified CD200 expression in a significant number of mycosis fungoides/Sezary syndrome cases (58%, 19 of 33 samples), while most other T-cell neoplasms were negative for CD200. These findings were confirmed by CD200 immunohistochemical staining of tissue specimens from our patient cohort. CONCLUSIONS CD200 is commonly expressed on circulating Sezary cells, a feature that can potentially improve the diagnostic value of flow cytometry for assessment of T-cell neoplasms.
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Affiliation(s)
- Afshin Shameli
- Division of Hematopathology, Alberta Precision Laboratories, South Zone and Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tariq M Roshan
- Division of Hematopathology, Alberta Precision Laboratories, South Zone and Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, Alberta, Canada
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Vermeer MH, Moins-Teisserenc H, Bagot M, Quaglino P, Whittaker S. Flow cytometry for the assessment of blood tumour burden in cutaneous T-cell lymphoma: towards a standardised approach. Br J Dermatol 2022; 187:21-28. [PMID: 35157307 PMCID: PMC9541328 DOI: 10.1111/bjd.21053] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/28/2022] [Accepted: 02/09/2022] [Indexed: 11/30/2022]
Abstract
Mycosis fungoides (MF) and Sézary syndrome (SS) are the best-studied subtypes of cutaneous T-cell lymphoma, a rare non-Hodgkin lymphoma that primarily presents in the skin but can also involve blood, lymph nodes, and viscera. The role of blood involvement in the assessment and staging of MF and SS has evolved in recent years from being classed as simply 'present' or 'absent', with no impact on staging, to full analysis of abnormal peripheral-blood T cells using flow cytometry (FC) to detect and quantify aberrant T-cell phenotypes and polymerase chain reaction (PCR) to characterise T-cell receptor gene rearrangements. These sensitive peripheral-blood assessments are replacing manual Sézary cell counts and have become an important part of clinical work-up in MF and SS, providing the potential for more accurate prognostication and appropriate management. However, although international recommendations now include guidelines for FC analysis of peripheral-blood markers for staging purposes, many clinics only perform these analyses in advanced-stage patients, if at all, and there is still a need for standardised use of validated markers. Standardisation of a single effective multiparameter FC panel would allow for accurate identification and quantification of blood tumour burden for diagnosis, staging, assessment of therapeutic response, and monitoring of disease progression at all stages of disease. Once defined, validation of an MF/SS biomarker FC panel will enable uptake into clinical settings along with associated standardisation of protocols and reagents. This review discusses the evolution of the role of FC in evaluating blood involvement in MF and SS, considers recently published international guidelines, and identifies evidence gaps for future research that will allow for standardisation of FC in MF and SS.
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Affiliation(s)
- Maarten H Vermeer
- Dermatology Department, Leiden University Medical Center, Leiden, the Netherlands
| | - Helene Moins-Teisserenc
- Université de Paris, Institut de Recherche Saint Louis, INSERM UMR1160, Paris, France.,Hematology Laboratory, AP-, HP, Hôpital Saint Louis, Paris, France
| | - Martine Bagot
- Université de Paris, Institut de Recherche Saint Louis, INSERM UMRS976, Onco-Dermatology and Therapies, Paris, France.,Département de Dermatologie, AP-, HP, Hôpital Saint Louis, Paris, France
| | - Pietro Quaglino
- Dermatologic Clinic, Department of Medical Sciences, University of Turin Medical School, Turin, Italy
| | - Sean Whittaker
- St. John's Institute of Dermatology, School of Basic and Medical Biosciences, King's College London, Guy's Hospital, London, SE1 9RT, UK
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Abstract
The cutaneous lymphomas are malignancies of T-cell and B-cell lymphocytes in which the skin is the primary organ of involvement. The cutaneous T-cell lymphomas include variants that can mimic the presentation of common skin diseases or arthropod bites. Mycosis fungoides, the most common cutaneous T-cell lymphoma, usually presents as fixed asymptomatic patches or plaques in sun-protected areas. The cutaneous B-cell lymphomas have fewer variants that often present as papules or nodules that can mimic nonmelanoma skin cancers. Some therapies for cutaneous lymphoma have unique side effects such as central hypothyroidism, hyperlipidemia, and peripheral neuropathy.
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MESH Headings
- Aged
- Aged, 80 and over
- Animals
- Antineoplastic Agents/adverse effects
- Antineoplastic Agents, Immunological/adverse effects
- Arthropods
- Bexarotene/adverse effects
- Bites and Stings/diagnosis
- Brentuximab Vedotin/adverse effects
- Diagnosis, Differential
- Humans
- Hyperlipidemias/chemically induced
- Hypothyroidism/chemically induced
- Lymphoma, Primary Cutaneous Anaplastic Large Cell/diagnosis
- Lymphoma, T-Cell, Cutaneous/classification
- Lymphoma, T-Cell, Cutaneous/diagnosis
- Lymphoma, T-Cell, Cutaneous/therapy
- Lymphomatoid Papulosis/diagnosis
- Mycosis Fungoides/diagnosis
- Peripheral Nervous System Diseases/chemically induced
- Prognosis
- Sezary Syndrome/diagnosis
- Skin Diseases/diagnosis
- Skin Diseases/pathology
- Skin Neoplasms/pathology
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Affiliation(s)
- John A Zic
- Department of Dermatology, VU Cutaneous Lymphoma Clinic, Vanderbilt University Medical Center, Vanderbilt Dermatology, One Hundred Oaks, 719 Thompson Lane, Suite 26300, Nashville, TN 37204-3609, USA.
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