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Behçet-like Syndromes: A Comprehensive Review. 行为样综合征:综合综述。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2026-01-16 DOI: 10.3390/dermatopathology13010007
Gaia Mancuso, Igor Salvadè, Adam Ogna, Brenno Balestra, Helmut Beltraminelli

Background: Behçet-like syndrome (BLS) refers to the presence of Behçet's disease (BD) features occurring in association with distinct clinical-pathological conditions such as inborn errors of immunity, myeloproliferative disorders, infections, or drug exposure. BLS may differ clinically from BD and is increasingly recognized as a separate entity. Distinguishing BLS from primary BD is essential for appropriate management, and studying BLS may provide insights into BD pathogenesis.

Objectives: To summarize clinical features, treatments, and genetic abnormalities reported in BLS, we reviewed all published cases up to January 2024.

Methods: A systematic search of PubMed, Scopus, and Embase was performed using the terms "Behçet-like syndrome", "Behçet-like disease", and "Pseudo-Behçet disease". We included English-language reports of patients > 12 years old with a defined underlying etiology and Behçet-like manifestations, defined by ≥2 ICBD criteria and/or gastrointestinal involvement, mucosal ulcers, thrombosis, or non-recurrent disease. Epidemiological, clinical, laboratory, histological, and treatment data were extracted and analyzed descriptively.

Results: Of 679 publications, 53 met inclusion criteria, comprising 100 patients with BLS. The median age was 44 years (IQR 22-52), with a female predominance (1:2). Fifty-three percent were from non-European countries. A genetic disorder was identified in 70% of cases, while HLA-B51 was present in 10%. Frequent manifestations included skin lesions (68%), fever (56%), intestinal involvement (43%), and joint symptoms (43%). Treatments included glucocorticoids (65%), conventional DMARDs (32%), and biologics (22%), mainly anti-TNF agents. Antiviral/antibiotic therapy was used in 9% and chemotherapy in 15%. Two patients with trisomy-8 MDS underwent allogeneic stem cell transplantation.

Conclusions: Diverse conditions-including monogenic diseases, immune defects, myeloproliferative disorders, infections, and drug-related reactions-can produce Behçet-like features. Our findings highlight differences in clinical expression and treatment response across BLS etiologies. Recognizing BLS is essential for appropriate management and may contribute to a deeper understanding of BD pathogenesis and future targeted therapies.

背景:behet样综合征(BLS)是指behet病(BD)的特征与不同的临床病理条件(如先天免疫缺陷、骨髓增殖性疾病、感染或药物暴露)相关。BLS在临床上可能不同于双相障碍,并且越来越多地被认为是一个独立的实体。区分BLS和原发性双相障碍对于适当的治疗至关重要,研究BLS可能有助于了解双相障碍的发病机制。目的:总结BLS报告的临床特征、治疗方法和遗传异常,我们回顾了截至2024年1月所有已发表的病例。方法:系统检索PubMed、Scopus和Embase,检索词为“behet -like syndrome”、“behet -like disease”和“pseudo - behet disease”。我们纳入了年龄在bb0 - 12岁、明确潜在病因和behet样表现的患者的英文报告,这些患者的定义为≥2个ICBD标准和/或胃肠道受累、粘膜溃疡、血栓形成或非复发性疾病。提取流行病学、临床、实验室、组织学和治疗资料并进行描述性分析。结果:679篇出版物中,53篇符合纳入标准,包括100例BLS患者。中位年龄44岁(IQR 22-52),以女性为主(1:2)。53%的学生来自非欧洲国家。70%的病例被鉴定为遗传性疾病,而10%的病例存在HLA-B51。常见症状包括皮肤损害(68%)、发烧(56%)、肠道受累(43%)和关节症状(43%)。治疗包括糖皮质激素(65%),常规dmard(32%)和生物制剂(22%),主要是抗tnf药物。抗病毒/抗生素治疗占9%,化疗占15%。2例8 -三体MDS患者行同种异体干细胞移植。结论:包括单基因疾病、免疫缺陷、骨髓增生性疾病、感染和药物相关反应在内的多种疾病均可产生behet样特征。我们的研究结果强调了不同BLS病因的临床表现和治疗反应的差异。认识到双相障碍对于适当的治疗至关重要,并可能有助于更深入地了解双相障碍的发病机制和未来的靶向治疗。
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引用次数: 0
Tumor Infiltrating Lymphocytes in Cutaneous Squamous Cell Carcinoma-A Systematic Review. 皮肤鳞状细胞癌肿瘤浸润淋巴细胞:系统综述
IF 1.7 Q3 DERMATOLOGY Pub Date : 2026-01-13 DOI: 10.3390/dermatopathology13010006
Li Yang Loo, Shi Huan Tay, Choon Chiat Oh

Cutaneous squamous cell carcinoma (cSCC) is an immunogenic malignancy with variable immune infiltration and inconsistent responses to checkpoint blockade. Tumor-infiltrating lymphocytes (TILs) influence tumor progression and therapeutic outcome, yet their phenotypic and functional diversity across disease contexts remains incompletely understood. This review systematically characterizes the TIL landscape in human cSCC. Following PRISMA 2020 guidelines, PubMed and Embase were searched up to May 2025 and restricted to studies evaluating tumor-infiltrating lymphocytes in human cSCC, using the modified Newcatle-Ottawa score to assess risk of bias. Data were synthesized qualitatively given methodological heterogeneity. 48 studies met inclusion criteria. cSCCs exhibited dense CD3+ infiltrates composed of cytotoxic (CD8+GzmB+, Ki-67+, CD69+) and regulatory (FOXP3+, CCR4+) subsets. Higher CD8+ activity correlated with smaller tumors and longer disease-free survival, whereas FOXP3+ enrichment and TGF-β2 signaling promoted immune evasion. Immunosuppressed patients demonstrated diminished CD8+ density and clonality. Immune modulation with PD-1/PD-L1 blockade, imiquimod, HPV vaccination, or OX40 stimulation enhanced effector function. The cSCC immune microenvironment reflects a balance between cytotoxic and suppressive factors. Harmonizing multimodal immune profiling and integrating spatial context with systemic immune status may advance both prognostic stratification and therapeutic design.

皮肤鳞状细胞癌(cSCC)是一种免疫原性恶性肿瘤,具有可变的免疫浸润和对检查点阻断的不一致反应。肿瘤浸润淋巴细胞(til)影响肿瘤进展和治疗结果,但其在疾病背景下的表型和功能多样性仍不完全清楚。这篇综述系统地描述了人类cSCC的TIL景观。遵循PRISMA 2020指南,PubMed和Embase检索至2025年5月,并仅限于评估人类cSCC中肿瘤浸润淋巴细胞的研究,使用改良的newcat - ottawa评分来评估偏倚风险。考虑到方法学的异质性,对数据进行定性综合。48项研究符合纳入标准。cSCCs表现出密集的CD3+浸润,由细胞毒性(CD8+GzmB+、Ki-67+、CD69+)和调节性(FOXP3+、CCR4+)亚群组成。较高的CD8+活性与较小的肿瘤和较长的无病生存相关,而FOXP3+富集和TGF-β2信号传导促进免疫逃避。免疫抑制患者表现出CD8+密度和克隆性降低。免疫调节PD-1/PD-L1阻断,咪喹莫特,HPV疫苗接种,或OX40刺激增强效应功能。cSCC免疫微环境反映了细胞毒性因子和抑制因子之间的平衡。协调多模态免疫分析和整合系统免疫状态的空间背景可以促进预后分层和治疗设计。
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引用次数: 0
The Need for Standardization of PRAME Immunohistochemistry in Melanocytic Neoplasms. 黑素细胞肿瘤PRAME免疫组化标准化的必要性。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-12-31 DOI: 10.3390/dermatopathology13010005
Calla M Sullivan, Dominick DiMaio, Scott Lauer, Dinesh Pradhan, Julie Youngs, Kaeli Samson, Corey J Georgesen

Accurate diagnosis of melanomas is crucial for proper evaluation and treatment. One immunohistochemical stain frequently utilized is PRAME (PReferentially expressed Antigen in MElanoma), a tumor-associated antigen expressed in most melanomas. This study aims to evaluate the reproducibility of PRAME scoring performed by dermatopathologists at an academic tertiary referral medical center. A blinded survey was designed featuring 21 melanocytic neoplasms stained with PRAME and H&E. For each case, five dermatopathologists provided a PRAME score from 0-4+, percent PRAME positivity, values for H-score, and a descriptive interpretation. Absolute agreement across raters was assessed using a Kappa statistic for PRAME score and intraclass correlations (ICCs) for H-score and PRAME percentage. Statistical analysis indicated poor inter-rater reliability for PRAME score (Kappa = 0.16), percent PRAME positivity (ICC = 0.31), and H-score (ICC = 0.40). Reporting language varied among pathologists. Our study demonstrated that the interpretation of PRAME immunohistochemistry lacks reproducibility, especially for challenging lesions. This suggests that a more rigorous, defined, and reproducible scoring method should be investigated for equivocal cases. Future studies may explore the utility of artificial intelligence software in the interpretation of PRAME for borderline lesions to improve reliability and standardize scoring.

准确诊断黑色素瘤是正确评估和治疗的关键。一种经常使用的免疫组织化学染色是PRAME(黑色素瘤优先表达抗原),这是一种在大多数黑色素瘤中表达的肿瘤相关抗原。本研究旨在评估由学术三级转诊医疗中心的皮肤病理学家进行PRAME评分的可重复性。采用盲法对21例黑素细胞肿瘤进行PRAME和H&E染色。对于每个病例,5名皮肤病理学家提供了PRAME评分(0-4+)、PRAME阳性百分比、h值和描述性解释。使用Kappa统计PRAME分数和h分数和PRAME百分比的类内相关性(ICCs)来评估评分者之间的绝对一致性。统计分析表明PRAME评分(Kappa = 0.16)、PRAME阳性率(ICC = 0.31)和h -评分(ICC = 0.40)的评分间信度较差。病理学家的报告语言各不相同。我们的研究表明,PRAME免疫组织化学的解释缺乏可重复性,特别是对于挑战性病变。这表明,对于模棱两可的病例,应该研究一种更严格、更明确、更可重复的评分方法。未来的研究可能会探索人工智能软件在解释PRAME对边缘病变的作用,以提高可靠性和标准化评分。
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引用次数: 0
Deeply Pigmented Reticulated Acanthoma with Sebaceous Differentiation Mimicking Cutaneous Malignancy: A Case Report and Review of the Literature. 深色素网状棘瘤伴皮脂腺分化模拟皮肤恶性肿瘤:1例报告及文献复习。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-12-30 DOI: 10.3390/dermatopathology13010004
Padol Chamninawakul, Xiaotian Wu, Joyce S S Lee

Reticulated acanthoma with sebaceous differentiation (RASD) is a rare, benign cutaneous neoplasm. Its variable clinical presentation frequently mimics both benign and malignant entities, posing a significant diagnostic challenge. We report a case of pigmented RASD in a 78-year-old Malay male of Fitzpatrick skin type IV who presented with a 5-year history of an 8 × 5 mm deeply pigmented, asymmetrical nodule on the left upper back, with a 2 mm central raised area showing less pigmentation. The lesion was clinically suspicious for malignant melanoma. Histopathological examination revealed characteristic features of RASD: a broad, plate-like, reticulated and pigmented epidermal proliferation with clusters of mature sebocytes at the bases of anastomosing rete ridges. Following biopsy confirmation, the residual lesion is being managed conservatively with observation. This case demonstrates an unusual heavily pigmented clinical presentation that completely obscured the typical yellowish hue associated with sebaceous differentiation, highlighting pigmented RASD as an important diagnostic pitfall in patients with skin of color. In conclusion, RASD should be included in the differential diagnosis of pigmented cutaneous lesions, especially in patients with skin of color. Recognition of this benign entity can prevent unnecessary aggressive surgical intervention.

网状棘瘤伴皮脂腺分化(RASD)是一种罕见的良性皮肤肿瘤。其多变的临床表现经常模仿良性和恶性实体,提出了重大的诊断挑战。我们报告一例色素沉着性RASD,患者为78岁马来男性,Fitzpatrick皮肤IV型,5年历史,左侧上背部有一个8 × 5毫米的深度色素沉着,不对称结节,中央凸起区域2毫米,色素沉着较少。临床怀疑病变为恶性黑色素瘤。组织病理学检查显示RASD的特征:宽,板状,网状和着色的表皮增生,在吻合的网状嵴基部有成熟的脂肪细胞簇。活检确认后,对残余病变进行保守观察。本病例表现出不寻常的重度色素沉着的临床表现,完全掩盖了与皮脂腺分化相关的典型淡黄色,突出了色素沉着性RASD是有色皮肤患者的重要诊断缺陷。总之,RASD应纳入色素性皮肤病变的鉴别诊断,特别是有色皮肤患者。识别这种良性实体可以防止不必要的侵略性手术干预。
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引用次数: 0
Increased Expression of Angiopoietin 2 and Tie2 in Rosacea. 血管生成素2和Tie2在酒渣鼻组织中的表达升高。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-12-25 DOI: 10.3390/dermatopathology13010002
Aysin Kaya, Jean-Hilaire Saurat, Nathalie Satta, Gürkan Kaya

In this study we evaluated the expression of Angiopoietin 1, Angiopoietin 2, and Tie2 by immunohistochemistry in the skin of 10 patients with erythemato telangiectatic and papulopustular rosacea. Significantly increased expression of Tie2 and Angiopoietin 2 in the endothelial cells of the dermal vessels in rosacea skin vs. non-lesional skin (100% and 33.3% for Tie2, and 100% and 50% for Angiopoietin 2) was observed. There was no difference in the expression of Angiopoietin 1 and phosphorylated Tie2 (pTie2) between the lesional skin of rosacea and non-lesional skin.

本研究采用免疫组化方法对10例红斑性毛细血管扩张型和丘疹性酒痤疮患者皮肤中血管生成素1、血管生成素2和Tie2的表达进行了评价。与非病变皮肤相比,酒糟皮肤真皮血管内皮细胞中Tie2和血管生成素2的表达显著增加(Tie2为100%和33.3%,血管生成素2为100%和50%)。血管生成素1和磷酸化Tie2 (pTie2)在酒渣鼻病变皮肤与非病变皮肤的表达无差异。
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引用次数: 0
Hypothetical Abductive Reasoning in Dermatology and Dermatopathology. 皮肤病学和皮肤病理学中的假设外展推理。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-12-25 DOI: 10.3390/dermatopathology13010003
Carlo Francesco Tomasini, Lorenzo Magnani

Abductive reasoning, or abduction, is a key process in scientific discovery and medical diagnosis. In everyday dermatology and dermatopathology, however, it functions as the practical engine behind differential diagnosis, clinicopathologic correlation, and disciplined pattern recognition. In this paper, we retain the epistemological foundation of abduction but translate it into usable steps for clinicians and dermatopathologists. We distinguish abduction from deduction and induction; separate creative abduction (which generates new concepts) from selective abduction (daily diagnostic choice); and show how both operate within a simple Select-and-Test (ST) Model: select a hypothesis, deduce what else should be true, test against data, and then update. We then reinterpret Ackerman's algorithmic method of pattern analysis as an operationalization of the ST-Model. Through a couple of concise case vignettes, we illustrate visual and manipulative abduction, nonmonotonic updates, and the role of artifacts (dermoscopy, DIF, stains) as so-called epistemic mediators. Finally, we map contemporary AI tools to selective abduction and propose practical guardrails for fairness, transparency, and accountability. The result is a pragmatic framework that preserves philosophical depth while addressing the daily needs of dermatologists and dermatopathologists in the clinic and at the microscope.

溯因推理是科学发现和医学诊断的关键过程。然而,在日常皮肤病学和皮肤病理学中,它是鉴别诊断、临床病理相关性和有纪律的模式识别背后的实用引擎。在本文中,我们保留了外展的认识论基础,但将其转化为临床医生和皮肤病理学家可用的步骤。我们将溯因法与演绎和归纳法区分开来;将创造性外展(产生新概念)与选择性外展(日常诊断选择)分开;并展示两者如何在一个简单的选择和检验(ST)模型中运作:选择一个假设,推断其他应该是正确的,根据数据进行测试,然后更新。然后,我们将Ackerman的模式分析算法方法重新解释为st模型的操作化。通过几个简明的案例,我们说明了视觉和操纵性外展,非单调更新,以及人工制品(皮肤镜,DIF,污渍)作为所谓的认知介质的作用。最后,我们将当代人工智能工具映射到选择性绑架,并提出了公平、透明和问责制的实用护栏。结果是一个实用的框架,在解决皮肤科医生和皮肤科病理学家在诊所和显微镜下的日常需求的同时,保留了哲学深度。
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引用次数: 0
Artificial Intelligence for Lentigo Maligna: Automated Margin Assessment via Sox-10-Based Melanocyte Density Mapping. 恶性Lentigo的人工智能:基于sox -10的黑素细胞密度测绘的自动边缘评估。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-12-19 DOI: 10.3390/dermatopathology13010001
Rieke Löper, Lennart Abels, Daniel Otero Baguer, Felix Bremmer, Michael P Schön, Christina Mitteldorf

Lentigo maligna (LM) is a melanoma in situ with high cumulative sun damage. Histological evaluation of resection margins is difficult and time-consuming. Melanocyte density (MD) is a suitable, quantifiable, and reproducible diagnostic criterion. In this retrospective single-centre study, we investigated whether an artificial intelligence (AI) tool can support the assessment of LM. Training and evaluation were based on MD in Sox-10-stained digitalised slides. In total, 86 whole slide images (WSIs) from LM patients were annotated and used as a training set. The test set consisted of 177 slides. The tool was trained to detect the epidermis, measure its length, and determine the MD. A cut-off of ≥30 melanocytes per 0.5 mm of epidermis length was defined as positive. Our AI model automatically recognises the epidermis and measures the MD. The model was trained on nuclear immunohistochemical signals and can also be applied to other nuclear stains, such as PRAME or MITF. The WSI is automatically visualised by a three-colour heat map with a subdivision into low, borderline, and high melanocyte density. The cut-offs can be adjusted individually. Compared to manually counted ground truth MD, the AI model achieved high sensitivity (87.84%), specificity (72.82%), and accuracy (79.10%), and an area under the curve (AUC) of 0.818 in the test set. This automated tool can assist (dermato) pathologists by providing a quick overview of the WSI at first glance and making the time-consuming assessment of resection margins more efficient and more reproducible. The AI model can provide significant benefits in the daily routine workflow.

恶性Lentigo (LM)是一种具有高度日晒损伤的原位黑色素瘤。切除边缘的组织学评估既困难又耗时。黑素细胞密度(MD)是一种合适的、可量化的、可重复的诊断标准。在这项回顾性单中心研究中,我们调查了人工智能(AI)工具是否可以支持LM评估。培训和评估以x-10染色数字化载玻片的MD为基础。总共有86张LM患者的整张幻灯片图像(wsi)被注释并用作训练集。测试集由177个载玻片组成。该工具用于检测表皮,测量其长度,并确定MD。每0.5 mm表皮长度≥30个黑素细胞的临界值定义为阳性。我们的人工智能模型自动识别表皮并测量MD。该模型是在核免疫组织化学信号上训练的,也可以应用于其他核染色,如PRAME或MITF。WSI通过三色热图自动可视化,并细分为低、边缘和高黑素细胞密度。截止可以单独调整。与人工计算的ground truth MD相比,AI模型在测试集中获得了较高的灵敏度(87.84%)、特异性(72.82%)和准确性(79.10%),曲线下面积(AUC)为0.818。这种自动化的工具可以帮助(皮肤)病理学家提供一个快速概述的WSI第一眼,使耗时的评估切除边缘更有效和更可重复。人工智能模型可以在日常工作流程中提供显著的好处。
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引用次数: 0
Is Radiotherapy a Risk Factor for Melanoma? 放射治疗是黑色素瘤的危险因素吗?
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-11-17 DOI: 10.3390/dermatopathology12040043
Sumeyye Ozer, Priya Agarwal, Noah Musolff, Brendan Plann-Curley, Gizem Cosgun, Helen Yanyu Sun, Babar Rao

Melanoma is a highly aggressive skin cancer primarily linked to ultraviolet (UV) radiation. However, the potential role of ionizing radiation from radiotherapy in melanoma development remains unclear. This review synthesizes data from epidemiologic studies and case reports on melanoma after radiation exposure. Evidence indicates that childhood radiotherapy, even at low doses, is associated with an increased melanoma risk, plausibly reflecting the heightened radiosensitivity of developing melanocytes. Occupational radiation exposure, particularly in earlier eras with insufficient shielding, also appears to elevate risk. In patients exposed to radiation in adulthood, findings are mixed: large population datasets suggest a modest increase in melanoma following therapeutic radiation, whereas some case-control analyses do not demonstrate a clear dose-response relationship. UV radiation promotes melanomagenesis through direct DNA photoproducts driving characteristic C>T transitions at dipyrimidine sites, alongside oxidative stress and local immune modulation that facilitate malignant transformation. Collectively, individuals with prior radiotherapy, especially those irradiated in childhood, should be considered at increased melanoma risk and may benefit from long-term, targeted surveillance of irradiated fields. Awareness of this association between radiation exposure and melanoma may also support clinicopathologic correlation during the diagnostic evaluation of melanocytic lesions. Future work should define dose-response relationships in contemporary radiotherapy methods, characterize molecular signatures of ionizing radiation-associated melanomas, and establish evidence-based surveillance strategies for high-risk cohorts.

黑色素瘤是一种高度侵袭性的皮肤癌,主要与紫外线辐射有关。然而,放射治疗产生的电离辐射在黑色素瘤发展中的潜在作用仍不清楚。本综述综合了辐射暴露后黑色素瘤的流行病学研究和病例报告的数据。有证据表明,儿童放射治疗,即使是低剂量,也与黑色素瘤风险增加有关,这似乎反映了发育中的黑色素细胞的放射敏感性提高。职业性的辐射暴露,特别是在早期防护不充分的时期,似乎也会增加风险。在成年期暴露于辐射的患者中,研究结果是混合的:大量人口数据集表明治疗性辐射后黑色素瘤的适度增加,而一些病例对照分析没有显示明确的剂量-反应关系。紫外线辐射通过直接的DNA光产物驱动双嘧啶位点的特征C>T转变,以及氧化应激和局部免疫调节促进恶性转化,从而促进黑色素瘤的形成。总的来说,接受过放射治疗的个体,特别是那些在儿童时期接受过放射治疗的个体,应考虑黑色素瘤风险增加,并可能从长期、有针对性的放射场监测中受益。认识到辐射暴露与黑色素瘤之间的这种联系,也可能在黑色素细胞病变的诊断评估中支持临床病理相关性。未来的工作应明确当代放疗方法的剂量-反应关系,表征电离辐射相关黑色素瘤的分子特征,并为高风险人群建立循证监测策略。
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引用次数: 0
Translating Features to Findings: Deep Learning for Melanoma Subtype Prediction. 将特征转化为发现:黑色素瘤亚型预测的深度学习。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-11-12 DOI: 10.3390/dermatopathology12040042
Dorra Guermazi, Sarina Khemchandani, Samer Wahood, Cuong Nguyen, Elie Saliba

Melanoma subtyping plays a vital role in histopathological diagnosis, informing prognosis and, in some cases, guiding targeted therapy. However, conventional histologic classification is constrained by inter-rater reliability, morphologic overlap, and the underrepresentation of rare subtypes. Deep learning (DL)-particularly convolutional neural networks (CNNs)-presents a compelling opportunity to enhance diagnostic precision and reproducibility through automated analysis of histopathologic slides. This review examines the clinical importance and diagnostic challenges of melanoma subtyping, outlines core DL methodologies in dermatopathology, and synthesizes current advances in applying DL to subtype classification. Pertinent limitations including dataset imbalance, a lack of interpretability, and domain generalizability are discussed. Additionally, emerging directions such as multimodal integration, synthetic data generation, federated learning, and explainable AI are highlighted as potential solutions. As these technologies mature, DL holds considerable promise in advancing melanoma diagnostics and supporting more personalized, accurate, and equitable patient care.

黑色素瘤亚型在组织病理学诊断中起着至关重要的作用,为预后提供信息,并在某些情况下指导靶向治疗。然而,传统的组织学分类受到不同等级间可靠性、形态重叠和罕见亚型代表性不足的限制。深度学习(DL)——尤其是卷积神经网络(cnn)——通过对组织病理切片的自动分析,提供了一个令人信服的机会来提高诊断的准确性和可重复性。本文综述了黑色素瘤亚型的临床重要性和诊断挑战,概述了皮肤病理学中的核心DL方法,并综合了目前将DL应用于亚型分类的进展。讨论了相关的限制,包括数据不平衡,缺乏可解释性和领域泛化性。此外,多模态集成、合成数据生成、联邦学习和可解释人工智能等新兴方向被强调为潜在的解决方案。随着这些技术的成熟,深度学习在推进黑色素瘤诊断和支持更加个性化、准确和公平的患者护理方面具有相当大的前景。
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引用次数: 0
Asymmetric Lip Hyperpigmentation in a Transplant Patient. 移植患者的不对称唇色素沉着。
IF 1.7 Q3 DERMATOLOGY Pub Date : 2025-11-10 DOI: 10.3390/dermatopathology12040041
Vincent Kimpe, David Alvarez Martinez, Sébastien Menzinger, Gürkan Kaya

A 56-year-old patient presented to our dermatology clinic with asymmetric hyperpigmentation on her lower lip, which had developed over the previous six to twelve months. Her medical history included kidney and pancreas transplants, requiring chronic immunosuppression, and two lip filler injections with hyaluronic acid (HA). Clinical examination revealed irregular pigmented macules limited strictly to the lower lip. Histological analysis showed epidermal melanosis, pigmentary incontinence, solar elastosis, and amorphous dermal HA deposits, without evidence of melanocytic hyperplasia or granulomatous inflammation.

一位56岁的患者来到我们的皮肤科诊所,她的下唇有不对称的色素沉着,这是在过去的6到12个月里发展起来的。她的病史包括肾脏和胰腺移植,需要慢性免疫抑制,两次唇填充注射透明质酸(HA)。临床检查发现不规则色斑,仅局限于下唇。组织学分析显示表皮黑色素沉着,色素失禁,太阳弹性,无定形真皮HA沉积,无黑色素细胞增生或肉芽肿性炎症的证据。
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引用次数: 0
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Dermatopathology
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