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Optical Coherence Tomography for Margin Assessment of Basal Cell Carcinoma in Mohs Micrographic Surgery: A Systematic Review and Meta-Analysis 光学相干断层扫描对Mohs显微摄影手术中基底细胞癌边缘的评估:系统回顾和荟萃分析。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-12-09 DOI: 10.1111/exd.70189
Izadora Lapenda, Rafaela de Moraes, Yasmin Mesquita, Babar Rao
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引用次数: 0
High ROR1 Expression Is Associated With Poor Differentiation and Perineural Invasion in Cutaneous Squamous Cell Carcinoma 在皮肤鳞状细胞癌中,ROR1高表达与分化差和神经周围浸润有关。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-12-07 DOI: 10.1111/exd.70185
Yannick Foerster, Kristine E. Mayer, Tilo Biedermann, Oana-Diana Persa

Cutaneous squamous cell carcinoma (cSCC) is a common type of skin cancer, predominantly affecting elderly and immunosuppressed patients. Despite recent therapeutic advances, including the introduction of immune checkpoint inhibitors, outcomes for patients with metastatic or recurrent disease remain poor, underscoring the need for new therapeutic approaches and reliable biomarkers to identify patients at high risk of progression. In this context, receptor tyrosine kinase-like orphan receptor 1 (ROR1), previously associated with poor prognosis and targeted therapeutically in other malignancies, has not yet been investigated in cSCC. This study aimed to evaluate ROR1 expression in cSCC and investigate its potential role as a biomarker for tumour aggressiveness. ROR1 expression was analysed via immunofluorescence in a tissue microarray of 360 cSCC samples from a biobank cohort at the University Hospital Cologne. Fluorescence intensity was quantified and correlated with clinicopathologic features and patient outcomes. High ROR1 expression was detected in 42.5% of samples, predominantly localised at tumour invasive fronts. Elevated ROR1 levels were significantly associated with poor tumour differentiation (p < 0.001), lymph node metastasis (p = 0.007), and perineural invasion (p = 0.005). Although higher ROR1 expression correlated with worse progression-free and metastasis-free survival, these differences did not reach statistical significance. In conclusion, this study identifies ROR1 as a novel marker of aggressive cSCC, linked to poor differentiation, lymphatic spread and perineural invasion. ROR1 holds potential both as a prognostic biomarker and as a therapeutic target, encouraging future exploration of ROR1-directed therapies in advanced cSCC.

皮肤鳞状细胞癌(cSCC)是一种常见的皮肤癌,主要影响老年人和免疫抑制患者。尽管最近的治疗取得了进展,包括引入免疫检查点抑制剂,但转移性或复发性疾病患者的预后仍然很差,这强调了需要新的治疗方法和可靠的生物标志物来识别高风险进展患者。在这种情况下,受体酪氨酸激酶样孤儿受体1 (ROR1),以前与预后不良和其他恶性肿瘤的靶向治疗相关,尚未在cSCC中进行研究。本研究旨在评估ROR1在cSCC中的表达,并探讨其作为肿瘤侵袭性生物标志物的潜在作用。在来自科隆大学医院生物库队列的360个cSCC样本的组织微阵列中,通过免疫荧光分析了ROR1的表达。荧光强度被量化并与临床病理特征和患者预后相关。在42.5%的样本中检测到高ROR1表达,主要集中在肿瘤侵袭前沿。ROR1水平升高与肿瘤分化不良显著相关(p
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引用次数: 0
Attenuation of Subclinical TNF-α Signalling in Xerotic Skin by AIMP-1 Derived Peptide Containing Moisturiser Leads to Skin Barrier Recovery 含有AIMP-1衍生肽的保湿霜对干燥皮肤亚临床TNF-α信号的衰减导致皮肤屏障恢复。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-12-07 DOI: 10.1111/exd.70183
Yul Hee Kim, Soo-Jin Lee, Han Seul Kim, Son Sun Woo, Min Ji Kim, Hyoseob Lim, Il Jae Lee, Young Joon Park

Dry skin (xerosis) often involves skin barrier disruption, especially after laser treatment. Moisturisers are crucial for managing dry skin, yet optimal formulations for skin barrier recovery are limited. This study aims to evaluate the effectiveness of a novel moisturiser containing an AIMP1-derived peptide (AdP) in alleviating xerosis after laser treatment and to investigate its effect on skin barrier disruption in vitro. In our randomised controlled clinical trial, we measured transepidermal water loss (TEWL) and Investigative Global Assessment (IGA) scores in participants using AdP-containing moisturisers (ADMP group) versus other moisturisers (CTRL group). The ADMP group demonstrated significant TEWL reduction and improved IGA scores without complications. In vitro study showed that TNF-α levels increased in laser-irradiated skin compared to non-irradiated skin. TNF-α treatment on HaCaT cells disrupted tight junction function, which was rescued by AdP treatment. Additionally, TNF-α affected tight junction proteins ZO-1 and occludin even at very low doses. TNF-α treatment upregulated the downstream signalling proteins TRAF2 and NF-kB, and this effect was mitigated by AdP treatment. Our findings suggest that AdP-containing moisturisers enhance skin barrier function and effectively manage xerosis after laser treatment. These results highlight AdP's potential as a therapeutic cosmeceutical ingredient for treating irradiated and post-procedural dry skin.

Trial Registration: ClinicalTrials.gov identifier: NCT05982509

皮肤干燥(干燥)通常涉及皮肤屏障的破坏,特别是在激光治疗后。润肤霜对处理干燥的皮肤至关重要,但恢复皮肤屏障的最佳配方是有限的。本研究旨在评估一种含有aimp1衍生肽(AdP)的新型保湿剂在缓解激光治疗后干燥症的有效性,并在体外研究其对皮肤屏障破坏的影响。在我们的随机对照临床试验中,我们测量了使用含adp润肤霜(ADMP组)和其他润肤霜(CTRL组)的参与者的经皮失水(TEWL)和调查性全局评估(IGA)评分。ADMP组TEWL显著降低,IGA评分改善,无并发症。体外研究表明,与未照射皮肤相比,激光照射皮肤中TNF-α水平升高。TNF-α对HaCaT细胞的作用破坏了紧密连接功能,AdP可使其恢复。此外,TNF-α即使在非常低的剂量下也会影响紧密连接蛋白ZO-1和occludin。TNF-α处理上调下游信号蛋白TRAF2和NF-kB, AdP处理减轻了这种作用。我们的研究结果表明,含有adp的保湿剂可以增强皮肤屏障功能,有效地控制激光治疗后的干燥症。这些结果突出了AdP作为治疗性药妆成分治疗辐照和手术后干燥皮肤的潜力。试验注册:ClinicalTrials.gov标识符:NCT05982509。
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引用次数: 0
Comparative Transcriptomics Reveals a Dual Role of the Epidermal Differentiation Complex in the Skin and the Oesophagus 比较转录组学揭示表皮分化复合体在皮肤和食道中的双重作用。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-30 DOI: 10.1111/exd.70181
Attila Placido Sachslehner, Julia Lachner, Veronika Mlitz, Bahar Golabi, Claudia Hess, Wolfgang Sipos, Leopold Eckhart

The epidermal differentiation complex (EDC) is a cluster of genes implicated in the control of the skin barrier. However, some EDC genes are also expressed at high levels in the human oesophagus. To determine whether the expression of EDC genes in the oesophagus is evolutionarily conserved, we performed comparative transcriptomic analyses of the skin and the oesophagus in humans, mice and chickens. Transcriptomes from public databases and newly generated RNA-sequencing data of the chicken oesophagus were compared. We found that the EDC of both mammals and birds contains genes that are predominantly expressed in the skin and others that are predominantly expressed in the oesophagus. Cornulin is strongly enriched in the oesophagus of humans and chickens. Similar to small proline-rich proteins in the human and murine oesophagus, an EDC protein rich in proline is predominantly expressed in the chicken oesophagus. Further oesophagus-enriched EDC genes are specific to phylogenetic lineages. This study indicates that the EDC plays evolutionarily ancient roles not only in the epidermis of the skin but also in the epithelium of the oesophagus. In line with the dual function of the EDC, dysregulation of EDC gene expression is associated with pathological changes in both stratified epithelia.

表皮分化复合体(EDC)是一组参与控制皮肤屏障的基因。然而,一些EDC基因在人类食道中也有高水平的表达。为了确定EDC基因在食道中的表达是否具有进化保守性,我们对人类、小鼠和鸡的皮肤和食道进行了比较转录组学分析。将来自公共数据库的转录组与新生成的鸡食道rna测序数据进行比较。我们发现哺乳动物和鸟类的EDC都含有主要在皮肤中表达的基因,而其他主要在食道中表达的基因。Cornulin在人类和鸡的食道中含量很高。与人类和小鼠食道中富含脯氨酸的小蛋白类似,富含脯氨酸的EDC蛋白主要在鸡食道中表达。此外,食道富集的EDC基因是特定于系统发育谱系的。这项研究表明,EDC不仅在皮肤表皮,而且在食道上皮中发挥着古老的进化作用。与EDC的双重功能一致,EDC基因表达的失调与两种层状上皮的病理改变有关。
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引用次数: 0
Discoid Lupus Erythematosus: A Comparative Evaluation Between Line-Field Confocal Optical Coherence Tomography and Histology in a Multicenter Cross-Sectional Study 盘状红斑狼疮:在一项多中心横断面研究中,线场共聚焦光学相干断层扫描和组织学的比较评价
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-30 DOI: 10.1111/exd.70184
Vincenzo Maione, Stefano Bighetti, Simonetta Battocchio, Elisa Cinotti, Arianna Oberti, Francesco Lacarrubba, Piergiacomo Calzavara-Pinton, Marina Venturini, Luca Bettolini

Discoid lupus erythematosus (DLE) is the most common variant of cutaneous lupus. Histopathology remains the gold standard for diagnosis, but it carries a risk of scarring in a disease already prone to cicatricial outcomes. Additionally, diagnostic delays may occur due to variable processing times, particularly in challenging cases. Line-field confocal optical coherence tomography (LC-OCT) is a novel non-invasive imaging technique offering high-resolution, histology-like features. This study evaluates its diagnostic accuracy in DLE by assessing concordance with histopathology. A cross-sectional study enrolled histologically confirmed DLE from three tertiary referral hospitals. Eleven histological criteria were assessed using LC-OCT and subsequently compared to histopathology. Concordance was evaluated using Cohen's Kappa coefficient (K), with McNemar's test applied to detect significant differences (α = 0.05). Twenty-eight patients with DLE participated in the study. LC-OCT demonstrated strong agreement with histopathology in key diagnostic features of DLE. Near-perfect concordance (K = 1, 100% agreement) was observed for interface dermatitis, dermal vessel dilation, epidermal atrophy, and incontinentia pigmenti. Substantial agreement was found for epidermal disarray (K = 0.85), spongiosis (K = 0.70), necrotic keratinocytes (K = 0.70), and infundibular dilation (K = 0.79). Overall, LC-OCT achieved a Cohen's Kappa of 0.74 with 87.66% concordance, and no statistically significant differences were observed between the two methods (McNemar p = 0.627). LC-OCT is a rapid, effective, and non-invasive diagnostic tool for DLE, demonstrating strong concordance with histopathology and potential for early diagnosis and clinical implementation.

盘状红斑狼疮(DLE)是皮肤狼疮最常见的变种。组织病理学仍然是诊断的金标准,但在已经容易产生瘢痕结果的疾病中,它有留下疤痕的风险。此外,由于处理时间的变化,特别是在具有挑战性的病例中,可能会出现诊断延迟。线场共聚焦光学相干断层扫描(LC-OCT)是一种新型的非侵入性成像技术,具有高分辨率和类似组织学的特征。本研究通过评估与组织病理学的一致性来评估其在DLE中的诊断准确性。一项横断面研究纳入了来自三家三级转诊医院的组织学证实的DLE。使用LC-OCT评估11项组织学标准,随后与组织病理学进行比较。采用Cohen’s Kappa系数(K)评价一致性,采用McNemar检验检测显著性差异(α = 0.05)。28名DLE患者参与了这项研究。LC-OCT在DLE的主要诊断特征上与组织病理学表现强烈一致。观察到界面皮炎、真皮血管扩张、表皮萎缩和色素失禁的近乎完美的一致性(K = 1, 100%一致)。表皮紊乱(K = 0.85)、海绵状病(K = 0.70)、坏死角化细胞(K = 0.70)和漏斗扩张(K = 0.79)的结果基本一致。总体而言,LC-OCT的Cohen’s Kappa为0.74,一致性为87.66%,两种方法间差异无统计学意义(McNemar p = 0.627)。LC-OCT是一种快速、有效、无创的DLE诊断工具,与组织病理学有很强的一致性,具有早期诊断和临床应用的潜力。
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引用次数: 0
Restoration of Stressed Melanocytes Functions: Role of Keratinocytes Derived Exosomes 应激黑素细胞功能的恢复:角质形成细胞衍生外泌体的作用。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-21 DOI: 10.1111/exd.70180
Hitaishi Kaushik, Vinod Kumar, Davinder Parsad

Exosomes, the extracellular organelles, have an important and defined role as cellular communication mediators and are explored for their therapeutic application. Few recent studies have also highlighted their involvement in vitiligo pathogenesis. However, the effect of keratinocyte-derived exosomes on stressed melanocytes, is still far from clear. Oxidative stress is one of the hallmarks of vitiligo pathogenesis that primarily affects melanocytes leading to the disruption of the epidermal-melanin unit. This study aims to determine whether supplementation with healthy keratinocyte-derived exosomes can reduce melanocyte stress induced by mitochondrial dysfunction or not. Primary human cell culture of keratinocytes and melanocytes were established. Stress was created in melanocytes through overexpressing the miR-2909 using an expression vector. Exosomes isolated from healthy keratinocytes were co-cultured with stressed melanocytes and the relative uptake of exosomes by stressed melanocytes was visualised and its effect on melanogenesis and mitochondrial functions was analysed. Previously in our studies we demonstrated that miR-2909 is involved in vitiligo pathogenesis and leads to the generation of ROS and decreased melanin synthesis inside melanocytes. Hence, in this study miR-2909-treated stressed melanocytes were used as a cellular vitiligo model to study the effect of exosomes. Results revealed that stressed melanocytes had significantly more uptake of exosomes compared to healthy melanocytes. These exosomes were able to increase melanocyte viability, and the expression of genes associated with melanogenesis. They also improved mitochondrial functions linked to melanocyte function restoration. Moreover, the uptake of fibroblast exosomes was less compared to those of keratinocytes. Our results revealed that exosomes from healthy keratinocytes have the potential to not only reduce stress, but also increase melanin functions through the mitochondrial activity of stressed melanocytes. This might open up new dimensions in exploring better therapeutics for vitiligo.

外泌体是细胞外细胞器,作为细胞通讯介质具有重要和明确的作用,并且正在探索其治疗应用。最近的一些研究也强调了它们在白癜风发病机制中的作用。然而,角化细胞衍生的外泌体对应激黑素细胞的影响尚不清楚。氧化应激是白癜风发病机制的标志之一,主要影响黑色素细胞,导致表皮-黑色素单位的破坏。本研究旨在确定补充健康角质形成细胞来源的外泌体是否可以减轻线粒体功能障碍引起的黑素细胞应激。建立了人角质形成细胞和黑色素细胞的原代培养。通过使用表达载体过表达miR-2909,在黑素细胞中产生应激。从健康角质形成细胞中分离的外泌体与应激黑色素细胞共培养,观察应激黑色素细胞对外泌体的相对摄取,并分析其对黑色素形成和线粒体功能的影响。在我们之前的研究中,我们证明了miR-2909参与白癜风的发病机制,导致ROS的产生和黑色素细胞内黑色素合成的减少。因此,在本研究中,mir -2909处理的应激黑素细胞被用作细胞白癜风模型来研究外泌体的作用。结果显示,与健康的黑素细胞相比,应激的黑素细胞明显更多地摄取外泌体。这些外泌体能够增加黑素细胞的活力,以及与黑素形成相关的基因的表达。它们还改善了与黑素细胞功能恢复相关的线粒体功能。此外,与角质形成细胞相比,成纤维细胞外泌体的摄取较少。我们的研究结果表明,来自健康角质形成细胞的外泌体不仅具有减轻应激的潜力,而且还可以通过应激黑色素细胞的线粒体活性增加黑色素功能。这可能为探索更好的白癜风治疗开辟了新的领域。
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引用次数: 0
Differential Profiles of IL-31- and IL-5/IL-13-Producing Cells Among Helper T Cells, With Subtle IL-31 Expression in Innate Lymphoid Cells 辅助性T细胞中IL-31和IL-5/ il -13产生细胞的差异,先天淋巴细胞中IL-31的细微表达
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-17 DOI: 10.1111/exd.70171
Mai Nishimura, Yasutomo Imai, Yoshiaki Matsushima, Keiichi Yamanaka
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引用次数: 0
Vitiligo and Epigenetics: From Pathogenesis to Clinical Applications 白癜风与表观遗传学:从发病机制到临床应用。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-17 DOI: 10.1111/exd.70178
Huimin He, Tao Wang

Vitiligo is a multifactorial chronic depigmentary disorder characterised by the loss of functional melanocytes. Its pathogenesis involves complex interactions among genetic predisposition, environmental factors, and autoimmune dysregulation. In recent years, extensive research has highlighted the critical role of epigenetic regulation in vitiligo development, including aberrant DNA methylation, dysregulated histone modifications, and non-coding RNA (ncRNA) expression disturbances. These abnormal epigenetic modifications contribute to disease progression by disrupting melanogenesis, promoting oxidative stress–induced melanocyte apoptosis, and driving autoimmune responses. From a translational perspective, specific epigenetic alterations show potential as diagnostic biomarkers, disease severity indicators, and therapeutic response monitors. Furthermore, epigenetic drugs, CRISPR/dCas9-based epigenetic editing, and targeted epigenetic reprogramming of tissue-resident memory T cells demonstrate promising clinical applications. This review systematically summarises the molecular mechanisms underlying epigenetic dysregulation in vitiligo pathogenesis and explores its translational implications, providing a theoretical foundation for advancing disease understanding and developing novel therapeutic strategies.

白癜风是一种多因素的慢性色素沉着疾病,其特征是功能黑色素细胞的丧失。其发病机制涉及遗传易感性、环境因素和自身免疫失调之间复杂的相互作用。近年来,大量研究强调了表观遗传调控在白癜风发展中的关键作用,包括DNA甲基化异常、组蛋白修饰失调和非编码RNA (ncRNA)表达紊乱。这些异常的表观遗传修饰通过破坏黑素生成、促进氧化应激诱导的黑素细胞凋亡和驱动自身免疫反应来促进疾病进展。从翻译的角度来看,特定的表观遗传改变显示出作为诊断生物标志物、疾病严重程度指标和治疗反应监测的潜力。此外,表观遗传药物、基于CRISPR/ dcas9的表观遗传编辑和组织驻留记忆T细胞的靶向表观遗传重编程显示出有前景的临床应用。本文系统总结了表观遗传失调在白癜风发病机制中的分子机制,并探讨了其翻译意义,为促进疾病认识和开发新的治疗策略提供理论基础。
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引用次数: 0
Ex Vivo Confocal Laser Scanning Microscopy for Real-Time Pattern and Single-Cell Analysis in Inflammatory Skin Diseases 体外共聚焦激光扫描显微镜用于炎性皮肤病的实时模式和单细胞分析。
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-17 DOI: 10.1111/exd.70179
D. Hartmann, L. Stärr, M. Maurer, Y. Stohldreier, L. Buttgereit, A. Swarlik, E. C. Sattler, L. E. French, M. Deußing

Inflammatory skin diseases are common and often difficult to differentiate. Ex vivo confocal laser scanning microscopy (EVCM) offers a rapid and promising approach. This study aimed to assess the diagnostic utility of EVCM in differentiating inflammatory dermatoses, particularly eczema, psoriasis and lichen planus, by comparing its performance with gold standard histopathology. Tissue samples of 110 patients presenting with inflammatory skin conditions were subjected to both EVCM and conventional histopathology. EVCM images were analysed by three blinded observers, with varying knowledge in histopathology and EVCM, utilising pattern analysis based on Ackermann's classification and single-cell analysis focusing on neutrophil (neutrophils) and eosinophil (eosinophils) granulocytes. Sensitivity and specificity were calculated using contingency tables. We used Cohen's Kappa coefficient and Firth's logistic regression models to evaluate the correlations between disease-associated histopathological features observed via EVCM and histopathology, as well as their impact on accurate histopathological diagnoses. Our findings demonstrate that EVCM provides rapid and insightful visualisation of characteristic features associated with inflammatory dermatological diseases. Diagnostic accuracy varied based on observer experience. The specialist proficient in both EVCM and histopathology achieved the highest accuracy rates for correctly diagnosing lichen planus (97.27%), psoriasis (95.45%) and eczema (92.73%). In conclusion EVCM emerges as a promising adjunct to histopathology, offering a swift and meaningful visualisation of inflammatory disease features. The integration of EVCM could significantly contribute to expediting diagnostic workflows and facilitating prompt, targeted therapeutic interventions. Further research and validation are warranted to establish EVCM's role in routine clinical practice.

炎症性皮肤病很常见,往往难以鉴别。离体共聚焦激光扫描显微镜(EVCM)提供了一种快速而有前途的方法。本研究旨在通过比较EVCM与金标准组织病理学的表现,评估EVCM在鉴别炎性皮肤病(特别是湿疹、牛皮癣和扁平苔藓)中的诊断价值。110例炎症性皮肤病患者的组织样本接受EVCM和常规组织病理学检查。EVCM图像由三名具有不同组织病理学和EVCM知识的盲法观察者分析,利用基于Ackermann分类的模式分析和专注于中性粒细胞(中性粒细胞)和嗜酸性粒细胞(嗜酸性粒细胞)粒细胞的单细胞分析。使用列联表计算敏感性和特异性。我们使用Cohen's Kappa系数和Firth's logistic回归模型来评估EVCM观察到的疾病相关组织病理学特征与组织病理学之间的相关性,以及它们对准确组织病理学诊断的影响。我们的研究结果表明,EVCM提供了与炎症性皮肤病相关的特征的快速和深刻的可视化。诊断的准确性因观察者的经验而异。同时精通EVCM和组织病理学的专科医师对扁平苔藓(97.27%)、牛皮癣(95.45%)和湿疹(92.73%)的诊断准确率最高。总之,EVCM作为一种有希望的组织病理学辅助手段,提供了炎症性疾病特征的快速和有意义的可视化。EVCM的整合可以大大有助于加快诊断工作流程,促进及时、有针对性的治疗干预。进一步的研究和验证是必要的,以确定EVCM在常规临床实践中的作用。
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引用次数: 0
Determining a Stability Prognostic Panel for 636 Patients With Melanoma Using a Machine Learning Computational Framework 使用机器学习计算框架确定636例黑色素瘤患者的稳定预后小组
IF 3.1 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-13 DOI: 10.1111/exd.70174
Hewen Guan, Yuankuan Jiang, Yuying Cui, Shumeng Zhang, Yuxin Chen, Yanghong Li, Feng Han, Qihang Yuan, Jingrong Lin

Current prognostic evaluation in melanoma primarily relies on traditional histopathological and clinical staging evaluation; however, these conventional approaches exhibit limited accuracy and fail to account for individual patient heterogeneity. To address these limitations, we developed a machine learning-driven prognostic signature, with the objectives of identifying pivotal biomarkers and establishing a precision medicine framework for prognostic assessment in melanoma management. Bulk RNA-seq data of 636 melanoma patients were obtained from TCGA and GEO databases, followed by univariate Cox regression to identify prognosis-associated genes. Intersecting results across cohorts identified consistently prognostic genes. Heterogeneity of the selected genes was assessed between primary and metastatic melanoma using scRNA-seq data. The consensus prognosis-related signature was developed by systematically integrating 101 machine learning algorithms, with model performance rigorously evaluated through multidimensional metrics. Finally, molecular experiments validated the prognostic relevance of the model's hub genes, and the biological role of CUL2 was investigated in melanoma. 53 protective prognosis-related genes (PRGs) were identified in melanoma. Single-cell analysis revealed elevated PRGs activity in primary melanoma tissues compared to metastatic lesions. A 14-gene consensus prognosis-related signature was developed using LASSO and RSF algorithms. The model achieved a C-index of 0.908 in the TCGA-SKCM cohort and a mean C-index of 0.758 across four independent validation cohorts. Furthermore, the model outperformed 19 existing prognostic models across multiple cohorts. This study developed a 14-gene consensus prognosis-related signature validated for robust prognostic performance across cohorts. CUL2, identified as a pivotal protective biomarker in melanoma, demonstrates potent tumour-suppressive activity through significant inhibition of proliferation and migration potential.

目前黑色素瘤的预后评估主要依赖于传统的组织病理学和临床分期评估;然而,这些传统的方法表现出有限的准确性,并且不能解释个体患者的异质性。为了解决这些限制,我们开发了一个机器学习驱动的预后签名,目的是识别关键生物标志物,并建立一个精确的医学框架,用于黑色素瘤管理的预后评估。从TCGA和GEO数据库中获得636例黑色素瘤患者的大量RNA-seq数据,然后进行单变量Cox回归以确定预后相关基因。跨队列的交叉结果一致地确定了预后基因。使用scRNA-seq数据评估所选基因在原发性和转移性黑色素瘤之间的异质性。共识预测相关签名是通过系统集成101种机器学习算法开发的,模型性能通过多维指标进行严格评估。最后,分子实验验证了模型中心基因的预后相关性,并研究了CUL2在黑色素瘤中的生物学作用。在黑色素瘤中鉴定出53个保护性预后相关基因(PRGs)。单细胞分析显示,与转移性病变相比,原发性黑色素瘤组织中PRGs活性升高。使用LASSO和RSF算法开发了14个基因共识预后相关特征。该模型在TCGA-SKCM队列中的c -指数为0.908,在四个独立验证队列中的平均c -指数为0.758。此外,该模型在多个队列中优于19个现有的预后模型。这项研究开发了一个14个基因共识的预后相关特征,在队列中验证了稳健的预后表现。CUL2被认为是黑色素瘤的关键保护性生物标志物,通过显著抑制增殖和迁移潜力,显示出强大的肿瘤抑制活性。
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引用次数: 0
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