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Predicting BRAF Mutations in Cutaneous Melanoma Patients Using Neural Network Analysis. 使用神经网络分析预测皮肤黑色素瘤患者BRAF突变。
IF 1.2 Q3 DERMATOLOGY Pub Date : 2024-12-19 eCollection Date: 2024-01-01 DOI: 10.1155/jskc/3690228
Oleksandr Dudin, Ozar Mintser, Vitalii Gurianov, Nazarii Kobyliak, Dmytro Kaminskyi, Alina Matvieieva, Roman Shabalkov, Artem Mashukov, Oksana Sulaieva

Point mutations at codon 600 of the BRAF oncogene are the most common alterations in cutaneous melanoma (CM). Assessment of BRAF status allows to personalize patient management, though the affordability of molecular testing is limited in some countries. This study aimed to develop a model for predicting alteration in BRAF based on routinely available clinical and histological data. Methods: For identifying the key factors associated with point mutations in BRAF, 2041 patients with CM were recruited in the study. The presence of BRAF mutations was an endpoint. The variables included demographic data (gender and age), anatomic location, stage, histological subtype, number of mitosis, and also such features as ulceration, Clark level, Breslow thickness, infiltration by lymphocytes, invasiveness, regression, microsatellites, and association with nevi. Results: A relatively high rate of BRAF mutation was revealed in the Ukrainian cohort of patients with CM. BRAF-mutant melanoma was associated with younger age and location of nonsun-exposed skin. Besides, sex-specific differences were found between CM of various anatomic distributions and the frequency of distinct BRAF mutation subtypes. A minimal set of variables linked to BRAF mutations, defined by the genetic input selection algorithm, included patient age, primary tumor location, histological type, lymphovascular invasion, ulceration, and association with nevi. To encounter nonlinear links, neural network modeling was applied resulting in a multilayer perceptron (MLP) with one hidden layer. Its architecture included four neurons with a logistic activation function. The AUROCMLP6 of the MLP model comprised 0.79 (95% CІ: 0.74-0.84). Under the optimal threshold, the model demonstrated the following parameters: sensitivity: 89.4% (95% CІ: 84.5%-93.1%), specificity: 50.7% (95% CІ: 42.2%-59.1%), positive predictive value: 73.1% (95% CІ: 69.6%-76.3%), and negative predictive value: 76.0% (95% CІ: 67.6%-82.8%). The developed MLP model enables the prediction of the mutation in BRAF oncogene in CM, alleviating decisions on personalized management of patients with CM. In conclusion, the developed MLP model, which relies on the assessment of 6 variables, can predict the BRAF mutation status in patients with CM, supporting decisions on patient management.

BRAF癌基因密码子600的点突变是皮肤黑色素瘤(CM)中最常见的改变。尽管在一些国家分子检测的可负担性有限,但BRAF状态的评估允许个性化患者管理。本研究旨在建立一种基于常规临床和组织学数据预测BRAF改变的模型。方法:为了确定与BRAF点突变相关的关键因素,研究招募了2041例CM患者。BRAF突变的存在是一个终点。变量包括人口统计学数据(性别和年龄)、解剖位置、分期、组织学亚型、有丝分裂数量,以及溃疡、Clark水平、Breslow厚度、淋巴细胞浸润、侵袭性、消退、微卫星以及与痣的关联等特征。结果:在乌克兰的CM患者队列中发现了相对较高的BRAF突变率。braf突变黑色素瘤与较年轻的年龄和未暴露于阳光下的皮肤部位有关。此外,在不同解剖分布的CM和不同BRAF突变亚型的频率之间存在性别特异性差异。由遗传输入选择算法定义的与BRAF突变相关的最小变量集包括患者年龄、原发肿瘤位置、组织学类型、淋巴血管侵犯、溃疡和与痣的关联。为了处理非线性链接,采用神经网络建模,得到一个具有一个隐藏层的多层感知器(MLP)。它的结构包括四个具有逻辑激活功能的神经元。MLP模型的AUROCMLP6为0.79 (95% CІ: 0.74-0.84)。在最佳阈值下,该模型的敏感性为89.4% (95% CІ: 84.5% ~ 93.1%),特异性为50.7% (95% CІ: 42.2% ~ 59.1%),阳性预测值为73.1% (95% CІ: 69.6% ~ 76.3%),阴性预测值为76.0% (95% CІ: 67.6% ~ 82.8%)。开发的MLP模型能够预测CM中BRAF癌基因的突变,减轻CM患者个性化管理的决策。综上所述,建立的MLP模型依赖于6个变量的评估,可以预测CM患者BRAF突变状态,为患者管理决策提供支持。
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引用次数: 0
Nonmelanoma Skin Cancer in the Heart of the Middle East: Analysis of Mohs Micrographic Surgery Cases From a Tertiary Care Center in Lebanon. 中东心脏地区的非黑色素瘤皮肤癌:来自黎巴嫩三级医疗中心的莫氏显微摄影手术病例分析
IF 1.2 Q3 DERMATOLOGY Pub Date : 2024-11-26 eCollection Date: 2024-01-01 DOI: 10.1155/jskc/2696706
Ahmad Berjawi, Namir Saade, Zeina Tannous

Skin cancer is the most common cancer worldwide. According to the Skin Cancer Foundation, Mohs micrographic surgery (MMS) is considered the most effective technique for treating nonmelanoma skin cancer (NMSC). Recurrence rate after MMS for treating NMSC ranges from 1.4% to 3.2% for primary tumors and 2.4%-6% for recurrent tumors. The aim of the study was to report data from a tertiary care center in Lebanon providing MMS to patients with NMSC. Retrospective cohort study was conducted through chart review of 94 patients at the Lebanese American University Medical Center (LAUMC-RH) with a total of 115 cases of MMS identified. The study showed that most cases were males (72; 63%), and 77% were aged > 60 years (88). The average tumor size was 1.6 cm. Recurrence rate was zero in primary tumors and 0.9% in recurrent tumors. With respect to age, bivariate analysis showed that cases of males over 60 years of age were more significantly associated with undergoing Mohs surgery (69% vs. 31%; p=0.012). With respect to maximum tumor diameter (MTD) > 1 cm, male gender was associated with a higher MTD when compared to females (74% vs. 26%; p=0.02). Also, Area L was associated with a larger MTD when compared to areas H and M, respectively (90% vs. 61.1% vs. 37.7%; p=0.01). Multivariate analysis of MTD showed that tumors with MTD > 1 cm were significantly associated with male gender, presence in low- or middle-risk areas and being a recurrent tumor. This study shows that MMS is adequate for the treatment of NMSC at our center with minimal complications (< 1%) and recurrence (< 1%).

皮肤癌是世界上最常见的癌症。根据皮肤癌基金会的说法,莫氏显微手术(MMS)被认为是治疗非黑色素瘤皮肤癌(NMSC)最有效的技术。原发肿瘤经MMS治疗后的复发率为1.4% - 3.2%,复发肿瘤为2.4%-6%。该研究的目的是报告黎巴嫩一家三级保健中心的数据,该中心为NMSC患者提供MMS。回顾性队列研究通过对黎巴嫩美国大学医学中心(LAUMC-RH) 94例患者的图表回顾,共发现115例MMS。研究表明,大多数病例为男性(72例;63%), 77%(88例)年龄在60 ~ 60岁之间。肿瘤平均大小为1.6 cm。原发肿瘤的复发率为0,复发肿瘤的复发率为0.9%。在年龄方面,双变量分析显示,60岁以上的男性病例与莫氏手术的相关性更显著(69%对31%;p = 0.012)。关于最大肿瘤直径(MTD) bb0.1 cm,男性与女性相比,MTD更高(74%对26%;p = 0.02)。此外,与H区和M区相比,L区MTD更大(90% vs. 61.1% vs. 37.7%;p = 0.01)。MTD的多因素分析显示,MTD直径为10 ~ 1 cm的肿瘤与男性、存在于低危或中危地区以及是否为复发肿瘤有显著相关性。本研究表明,MMS足以治疗我们中心的NMSC,并发症(< 1%)和复发率(< 1%)最小。
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引用次数: 0
Analysis of the Stockholm Public Health Cohort: Exploring How Ultraviolet Radiation and Other Factors Associate with Skin Cancer. 斯德哥尔摩公共卫生队列分析:探索紫外线辐射和其他因素与皮肤癌的关系。
IF 1.2 Q3 DERMATOLOGY Pub Date : 2024-10-03 eCollection Date: 2024-01-01 DOI: 10.1155/2024/7142055
Lina U Ivert, Henrik Dal, Ylva Rodvall, Bernt Lindelöf

Objective: The primary aims of the study were to (1) explore the association of skin cancer and four ultraviolet radiation (UVR) indicators (sunbed use, healthcare data on diagnosed melanocytic nevi (MN) and actinic keratosis (AK), and latitude of birthplace), and (2) find factors other than UVR that could explain the increasing trend in incidence of skin cancers, including basal cell carcinoma (BCC), squamous cell carcinoma (SCC), and cutaneous malignant melanoma (CMM).

Methods: This population-based cohort study used self-reported questionnaire data from the Stockholm Public Health Cohort, encompassing 103 questions, merged with data from Swedish national registers. The study population included almost 35,000 Swedish-born people aged 30-66 years in 2014. Binomial logistic regression was employed for analysis. A forward stepwise regression was applied to select significant risk factors among all the factors included. We tentatively tested >30 variables separately for any relationship with each of the three skin cancers. A 5% level of significance was applied. Melanoma in situ and SCC in situ were excluded.

Results: The four UVR-related factors (sunbed use, being diagnosed with AK or MN, birthplace latitude) had a significant association with at least one of the three skin cancers that remained after adjustment including behavioural, social, hereditary, and medical factors. Sunbed use >10 times before age 30 years was related to all three skin cancers; SCC adjusted odds ratio (aOR) 1.66, 95% confidence interval (CI) 1.12-2.47, CMM (aOR 1.57, 95% CI 1.11-2.22), and the clearest dose-response association with BCC (aOR 1.74, 95% CI 1.46-2.06). None of the examined lifestyle factors, except physical activity, had any significant associations with UVR indicators or skin cancer.

Conclusion: We did not find any preventable explanatory cause other than UVR exposure for the increasing incidence of skin cancers. This result remained when adjusting for an array of possible confounders including behavioural, social, hereditary, and medical factors.

研究目的研究的主要目的是:(1) 探讨皮肤癌与四项紫外线辐射(UVR)指标(日光浴浴床的使用、确诊的黑素细胞痣(MN)和光化性角化病(AK)的医疗保健数据以及出生地的纬度)之间的关联;(2) 找出紫外线辐射以外可解释皮肤癌(包括基底细胞癌(BCC)、鳞状细胞癌(SCC)和皮肤恶性黑色素瘤(CMM))发病率上升趋势的因素。研究方法这项基于人群的队列研究使用了斯德哥尔摩公共卫生队列的自我报告问卷数据,包括 103 个问题,并与瑞典国家登记册的数据进行了合并。研究对象包括近 3.5 万名 2014 年出生、年龄在 30-66 岁之间的瑞典人。分析采用了二项逻辑回归法。我们采用了前向逐步回归法,从所有因素中筛选出重要的风险因素。我们暂时分别测试了大于 30 个变量与三种皮肤癌的关系。显著性水平为 5%。原位黑色素瘤和原位 SCC 均未包括在内:结果:四个紫外线辐射相关因素(使用日光浴浴床、被诊断出患有 AK 或 MN、出生地纬度)与三种皮肤癌中的至少一种有显著关联,在对行为、社会、遗传和医疗因素进行调整后,这种关联依然存在。30 岁前使用日光浴浴床超过 10 次与所有三种皮肤癌都有关系;SCC 调整后的几率比(aOR)为 1.66,95% 置信区间(CI)为 1.12-2.47;CMM(aOR 为 1.57,95% CI 为 1.11-2.22);与 BCC 的剂量反应关系最为明显(aOR 为 1.74,95% CI 为 1.46-2.06)。除体育锻炼外,其他生活方式因素均与紫外线辐射指标或皮肤癌无明显关联:除紫外线照射外,我们没有发现其他可预防的原因可解释皮肤癌发病率的上升。在对一系列可能的混杂因素(包括行为、社会、遗传和医疗因素)进行调整后,这一结果依然存在。
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引用次数: 0
Beyond the Scalpel: Advancing Strategic Approaches and Targeted Therapies in Nonexcisable Melanomas. 手术刀之外:推进不可切除黑色素瘤的战略方法和靶向治疗。
IF 1.2 Q3 DERMATOLOGY Pub Date : 2024-08-27 eCollection Date: 2024-01-01 DOI: 10.1155/2024/2167176
Vivian Li, Kelly Frasier, Julia Vinagolu-Baur, Olivia Chapman, Alexandra Loperfito, Kathleen Daly, Viktoria Taranto

Melanoma in challenging anatomical locations such as the face, acral surfaces, and mucosal areas presents unique hurdles for surgical excision. This review examines alternative nonsurgical treatment modalities in the context of these complexities, addressing the gaps in current guidelines and the varied efficacy of existing therapies. A comprehensive literature search was conducted using PubMed, Embase, and Web of Science databases. The review focuses on peer-reviewed articles discussing nonsurgical treatment options for melanoma in complex anatomical locations. Articles were screened by three independent researchers, ensuring a broad analysis of topical agents, immunotherapies, radiotherapies, and targeted therapies. The review highlights significant advancements in localized treatments such as imiquimod and intralesional therapy with talimogene laherparepvec (T-VEC), which show promise in managing nonexcisable melanomas. BRAF and MEK inhibitors, as well as checkpoint inhibitors targeting CTLA-4 and PD-1/PD-L1 pathways, demonstrate improved survival rates but pose challenges with resistance and systemic side effects. Radiotherapy serves as an adjunctive strategy due to melanoma's inherent radioresistant properties. Despite advancements, there is a notable absence of comprehensive, evidence-based protocols to guide the treatment of melanoma in these critical areas. This paper underscores the need for standardized treatment guidelines that account for the efficacy, side effects, and psychosocial impacts of therapies. Future research should focus on refining existing treatments and exploring innovative modalities to enhance patient outcomes in the management of nonexcisable melanomas. Comprehensive guidelines and long-term efficacy studies are essential to optimize care and improve the quality of life for patients afflicted with melanoma in challenging anatomical locations.

面部、口腔表面和粘膜区等解剖位置的黑色素瘤给手术切除带来了独特的障碍。这篇综述结合这些复杂性研究了其他非手术治疗方式,探讨了现行指南中的不足之处以及现有疗法的不同疗效。我们使用 PubMed、Embase 和 Web of Science 数据库进行了全面的文献检索。综述主要针对同行评议文章,讨论复杂解剖位置黑色素瘤的非手术治疗方案。文章由三位独立研究人员进行筛选,确保对局部用药、免疫疗法、放射疗法和靶向疗法进行广泛分析。综述重点介绍了咪喹莫特和talimogene laherparepvec (T-VEC)髓内疗法等局部治疗方法的重大进展,这些疗法在治疗不可切除的黑色素瘤方面前景看好。BRAF和MEK抑制剂以及针对CTLA-4和PD-1/PD-L1通路的检查点抑制剂提高了生存率,但也带来了耐药性和全身副作用的挑战。由于黑色素瘤固有的抗放射特性,放疗成为一种辅助策略。尽管取得了一些进展,但在这些关键领域明显缺乏全面、循证的方案来指导黑色素瘤的治疗。本文强调了制定标准化治疗指南的必要性,这些指南应考虑到各种疗法的疗效、副作用和社会心理影响。未来的研究重点应放在完善现有治疗方法和探索创新模式上,以提高不可切除黑色素瘤患者的治疗效果。全面的指南和长期的疗效研究对于优化治疗和改善具有挑战性解剖位置的黑色素瘤患者的生活质量至关重要。
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引用次数: 0
Knowledge, Attitude, and Practice toward Skin Cancer among Patients of Dermatology Clinics and Medical Students/General Practitioners. 皮肤科诊所患者和医科学生/全科医生对皮肤癌的认识、态度和做法。
IF 1.1 Q3 DERMATOLOGY Pub Date : 2024-05-20 eCollection Date: 2024-01-01 DOI: 10.1155/2024/9081896
Moein Baghani, Reza M Robati, Nikoo Mozafari, Matin Baghani, Martin Kassir, Fatemeh Sheibani, Vahid Mansouri

This cross-sectional study assessed the knowledge, attitude, and practices (KAP) regarding skin cancer among dermatology clinic patients, medical students, and general practitioners (GPs) in Tehran, Iran. The researchers collected data using a validated questionnaire administered online, measuring KAP on scales of 0-31, 0-16, and 0-28, respectively, with scores above 16, 8, and 14 indicating "good" levels. Of 2243 participants (mean age 28 years), 59.4% had good knowledge, 19.8% had good attitudes, 31.8% had good practices, and 29.8% had good overall KAP. Medical students/GPs scored higher on knowledge and attitudes, while patients scored better on practices. Knowledge, attitudes, and practices were positively correlated in professionals but inversely correlated in patients. The findings suggest that while knowledge was moderate, attitudes and behaviors remained poor, particularly among patients. Immediate interventions are needed to improve attitudes and prevention practices, as public health initiatives must focus on positively influencing both to translate knowledge into meaningful action and find the reasons why good knowledge may not always lead to good practice. These findings underline the need for targeted interventions to bridge the gap between knowledge and preventive behaviors, to effectively reduce the burden of skin cancer in the population.

这项横断面研究评估了伊朗德黑兰皮肤科诊所患者、医科学生和全科医生(GPs)对皮肤癌的认知、态度和实践(KAP)。研究人员通过在线发放的有效问卷收集数据,分别以 0-31、0-16 和 0-28 分来衡量 KAP,高于 16、8 和 14 分表示 "良好 "水平。在 2243 名参与者(平均年龄 28 岁)中,59.4% 的人知识良好,19.8% 的人态度良好,31.8% 的人实践良好,29.8% 的人总体 KAP 良好。医学生/医生在知识和态度方面得分较高,而患者在实践方面得分较高。专业人员的知识、态度和实践呈正相关,而患者则呈反相关。研究结果表明,虽然知识水平适中,但态度和行为仍然较差,尤其是在患者中。需要立即采取干预措施来改善态度和预防实践,因为公共卫生倡议必须侧重于积极影响这两方面,将知识转化为有意义的行动,并找出良好的知识未必总能带来良好实践的原因。这些发现强调了有必要采取有针对性的干预措施,弥合知识与预防行为之间的差距,以有效减轻皮肤癌给人们带来的负担。
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引用次数: 0
Same Day Biopsy and Treatment of Non-Melanoma Skin Cancer in Patients with Field Cancerization: A Retrospective Chart Study. 非黑色素瘤皮肤癌野外癌变患者的当天活检和治疗:回顾性图表研究。
IF 1.1 Q3 DERMATOLOGY Pub Date : 2023-01-01 DOI: 10.1155/2023/9990046
Jonathan Miles, Camila Luis-Gronau, Estefania Cruzval-O'Reilly, Aida Lugo-Somolinos, Puneet S Jolly

Background: Patients with field cancerization will develop numerous superficial non-melanoma skin cancers (NMSCs). Treating patients with field cancerization can be challenging and burdensome due to the numerous non-melanoma skin cancers (NMSCs) they develop and the frequent dermatology visits required for biopsy and treatment.

Objective: The success rate of diagnosing and treating lesions suspicious for NMSCs on the same day is measured, immediately after biopsy.

Methods: We retrospectively reviewed records of patients with same day lesion diagnosis and curettage treatment to determine diagnostic accuracy, treatment failure, and number needed to treat to reduce a follow-up treatment.

Results: A total of 237 lesions underwent same day biopsy and treatment, of which the majority were NMSC (66%) or actinic keratosis (23%). Patients had at least 3 months and a median of 17 months follow-up. A total of 20 lesions either recurred or were deemed to require additional treatment. The number needed to treat (NNT) to prevent one follow-up treatment was 1.3. Limitations: sample size limited ability to determine risk factors for treatment failure.

Conclusion: Simultaneous diagnosis and treatment of superficial NMSCs is a successful way of improving efficiency and patient satisfaction.

背景:野癌患者会发展为许多浅表非黑色素瘤皮肤癌(NMSCs)。野区癌变患者的治疗具有挑战性和繁重性,因为他们会发展出大量的非黑色素瘤皮肤癌(NMSCs),并且需要频繁地去皮肤科进行活检和治疗。目的:测定活检后即刻当天诊断和治疗NMSCs可疑病变的成功率。方法:我们回顾性回顾当天病变诊断和刮痧治疗的患者记录,以确定诊断的准确性、治疗失败和需要治疗的人数,以减少随访治疗。结果:共有237个病变在同一天进行了活检和治疗,其中大多数为NMSC(66%)或光化性角化病(23%)。患者至少随访3个月,中位随访17个月。共有20个病变复发或被认为需要额外治疗。预防一次随访治疗所需治疗数(NNT)为1.3。局限性:样本量有限,无法确定治疗失败的危险因素。结论:浅表神经间充质干细胞的诊治是提高治疗效率和患者满意度的有效途径。
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引用次数: 0
Indoor Tanning among Sexual and Gender Minority Adolescents and Adults: Results from the 2020 Pennsylvania LGBT Health Needs Assessment. 性少数和性别少数青少年和成年人的室内美黑:来自2020年宾夕法尼亚州LGBT健康需求评估的结果
IF 1.1 Q3 DERMATOLOGY Pub Date : 2023-01-01 DOI: 10.1155/2023/3953951
Christopher W Wheldon, Joshua Zhi Hao Spradau

Sexual and gender minority (SGM) populations include individuals whose sexual orientation, gender identity, or reproductive development is characterized by nonbinary sexual constructs (e.g., lesbian, gay, bisexual, and transgender (LGBT) individuals). Previous research suggests that some SGM populations have higher rates of skin cancer. The purpose of this study was to assess the association of diverse SGM identities with indoor tanning, a risk factor for skin cancer, while exploring other relevant co-occurring risk factors. A secondary analysis was performed on the 2020 LGBT Health Needs Assessment collected by the Pennsylvania Department of Health. Measures included sexual orientation, gender identity, healthcare utilization, and cancer risk factors. Cisgender SGM men are more likely to use indoor tanning devices (adjusted odds ratio (aOR) = 1.79; 95% CI: 1.31-2.44) compared to other SGM subpopulations independent of sexual orientation. Indoor tanning was also associated with alcohol (aOR = 1.94; 95% CI: 1.50-2.51) and tobacco use (aOR = 1.64; 95% CI: 1.21-2.21). Findings suggest that targeted screening for skin cancer risk behaviors could accompany standard tobacco and alcohol screenings in clinical practice.

性和性别少数群体(SGM)包括性取向、性别认同或生殖发育以非二元性结构为特征的个体(如女同性恋、男同性恋、双性恋和变性者(LGBT)个体)。先前的研究表明,一些SGM人群患皮肤癌的几率更高。本研究的目的是评估不同的SGM身份与室内晒黑(皮肤癌的一个危险因素)之间的关系,同时探索其他相关的共同发生的危险因素。对宾夕法尼亚州卫生部收集的2020年LGBT健康需求评估进行了二次分析。测量包括性取向、性别认同、医疗保健利用和癌症风险因素。顺性别SGM男性更有可能使用室内美黑设备(调整优势比(aOR) = 1.79;95% CI: 1.31-2.44),与其他与性取向无关的SGM亚群相比。室内晒黑也与酒精有关(aOR = 1.94;95% CI: 1.50-2.51)和烟草使用(aOR = 1.64;95% ci: 1.21-2.21)。研究结果表明,在临床实践中,针对皮肤癌风险行为的针对性筛查可以与标准的烟草和酒精筛查相结合。
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引用次数: 0
Squamous Cell Carcinoma Arising from Chronic Osteomyelitis in the Extremities: Treatment Approach and Oncological Outcomes-A Systematic Review of the Literature. 四肢慢性骨髓炎引起的鳞状细胞癌:治疗方法和肿瘤结果——文献系统综述。
IF 1.1 Q3 DERMATOLOGY Pub Date : 2022-10-10 eCollection Date: 2022-01-01 DOI: 10.1155/2022/2671420
Mayte Bryce-Alberti, M R Gonzalez, Andres Quevedo-Ramirez, Juan Pretell-Mazzini

Aims: In chronic osteomyelitis-derived squamous cell carcinoma, what are the demographic and clinical variables, risk factors associated with worse outcomes, and results of treatment modalities used?

Methods: A systematic review was performed using PubMed and EMBASE. Articles were evaluated for inclusion and exclusion criteria, and for quality analysis. PRISMA guidelines were applied. Demographic and clinical data and therapeutic approaches were presented narratively and in descriptive statistics registered at PROSPERO.

Results: Most patients were male (40/49), trauma was the most common etiology (27/36), and about half of all SCC were in the tibia (25/48). Amputation was the main definitive treatment (42/47). Adjuvant treatments were not analyzed. Well-differentiated SCC accounted for 58.3% (21/36) of all tumors. Bone invasion was described in 82.8% (24/29); recurrence, in 7.7% (3/39); and metastasis, in 7.7% (3/39). Recurrence and metastasis occurred more frequently when bone invasion was present (p = 0.578 and p = 0.646, respectively). SCC with lymph node involvement showed a higher tendency to metastasize (p = 0.377). Compared with limb salvage, amputation was associated with a tendency for less recurrence (p = 0.312) and longer survival (p = 0.219).

Conclusions: COM-derived SCC mostly occurs after trauma and is usually located in the tibia. Bone invasion is common, and patients predominantly undergo amputation. This treatment is associated with a trend toward higher survival, compared to limb salvage.

目的:在慢性骨髓炎衍生的鳞状细胞癌中,人口统计学和临床变量、与不良结果相关的风险因素以及所用治疗方法的结果是什么?方法:使用PubMed和EMBASE进行系统综述。对文章的纳入和排除标准以及质量分析进行了评估。应用PRISMA指南。人口统计学和临床数据以及治疗方法在PROSPERO登记的描述性统计中进行了叙述性介绍。结果:大多数患者为男性(40/49),创伤是最常见的病因(27/36),约一半的SCC发生在胫骨(25/48)。截肢是主要的最终治疗方法(42/47)。未对辅助治疗进行分析。高分化SCC占全部肿瘤的58.3%(21/36)。骨侵犯占82.8%(24/29);复发率7.7%(3/39);转移率7.7%(3/39)。当存在骨侵袭时,复发和转移发生得更频繁(分别为p=0.578和p=0.646)。淋巴结受累的SCC有更高的转移趋势(p=0.377)。与保肢相比,截肢具有复发率低(p=0.312)和生存期长(p=0.219)的趋势。结论:COM衍生的SCC大多发生在创伤后,通常位于胫骨。骨侵犯很常见,患者主要接受截肢手术。与肢体挽救相比,这种治疗与更高存活率的趋势有关。
{"title":"Squamous Cell Carcinoma Arising from Chronic Osteomyelitis in the Extremities: Treatment Approach and Oncological Outcomes-A Systematic Review of the Literature.","authors":"Mayte Bryce-Alberti,&nbsp;M R Gonzalez,&nbsp;Andres Quevedo-Ramirez,&nbsp;Juan Pretell-Mazzini","doi":"10.1155/2022/2671420","DOIUrl":"10.1155/2022/2671420","url":null,"abstract":"<p><strong>Aims: </strong>In chronic osteomyelitis-derived squamous cell carcinoma, what are the demographic and clinical variables, risk factors associated with worse outcomes, and results of treatment modalities used?</p><p><strong>Methods: </strong>A systematic review was performed using PubMed and EMBASE. Articles were evaluated for inclusion and exclusion criteria, and for quality analysis. PRISMA guidelines were applied. Demographic and clinical data and therapeutic approaches were presented narratively and in descriptive statistics registered at PROSPERO.</p><p><strong>Results: </strong>Most patients were male (40/49), trauma was the most common etiology (27/36), and about half of all SCC were in the tibia (25/48). Amputation was the main definitive treatment (42/47). Adjuvant treatments were not analyzed. Well-differentiated SCC accounted for 58.3% (21/36) of all tumors. Bone invasion was described in 82.8% (24/29); recurrence, in 7.7% (3/39); and metastasis, in 7.7% (3/39). Recurrence and metastasis occurred more frequently when bone invasion was present (<i>p</i> = 0.578 and <i>p</i> = 0.646, respectively). SCC with lymph node involvement showed a higher tendency to metastasize (<i>p</i> = 0.377). Compared with limb salvage, amputation was associated with a tendency for less recurrence (<i>p</i> = 0.312) and longer survival (<i>p</i> = 0.219).</p><p><strong>Conclusions: </strong>COM-derived SCC mostly occurs after trauma and is usually located in the tibia. Bone invasion is common, and patients predominantly undergo amputation. This treatment is associated with a trend toward higher survival, compared to limb salvage.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2022 ","pages":"2671420"},"PeriodicalIF":1.1,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576437/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10275215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Profile and Three-Year Follow-Up of Patients with Basal Cell Carcinoma in the Western Cape, South Africa 南非西开普省基底细胞癌患者的概况和三年随访
IF 1.1 Q3 DERMATOLOGY Pub Date : 2022-05-05 DOI: 10.1155/2022/8443867
J. C. Gallo, J. Schneider, J. D. De Wet, K. Moxley, H. Jordaan, W. Visser, B. Tod
Background Basal cell carcinoma (BCC) is an important malignancy in sub-Saharan Africa. There is a paucity of data regarding BCC in South Africa. Aims To describe the clinicopathological features of patients presenting with BCC in a cohort of South African patients. Methods This retrospective descriptive study reviewed the medical records of 149 patients with BCC who attended the dermatology clinic at Tygerberg Academic Hospital from September 2015 to August 2016. Demographic and clinical data of those patients with histologically proven BCC were retrieved from clinical records. The data included the assessment for BCC recurrence after three years (September 2016–August 2019). Results Of 390 patients, 155 (39.7%) had histologically confirmed BCCs. Complete medical records were available for 149 of these patients, and most were male (55.7%) and white (85.9%) with a median age of 70 years. Most patients had their BCC lesions for 12 months (43.1%) before diagnosis. BCCs were mostly located on the head and neck area (58.1%). In most patients (72.0%), a diagnostic punch biopsy confirmed BCC. Plastic surgeons subsequently excised the BCC lesions in 74.0% of these patients. The most common histological subtype was nodular BCC (74.0%). The National Comprehensive Cancer Network (NCCN) risk of recurrence was approximately evenly distributed between high- (54.1%) and low-risk groups (45.9%). The major high-risk feature was the location (36.6%). Histologically confirmed BCC recurrence occurred in 9 of the 149 patients (3.7%) over three years. Conclusions BCC represents a high burden of disease in our setting. Compared to existing studies, the BCCs in this study are clinically and histologically similar to international reports.
背景基底细胞癌(BCC)是撒哈拉以南非洲地区重要的恶性肿瘤。关于南非BCC的数据缺乏。目的描述南非患者队列中BCC患者的临床病理特征。方法回顾性分析2015年9月至2016年8月在泰格堡学术医院皮肤科就诊的149例BCC患者的病历。从临床记录中检索组织学证实的BCC患者的人口学和临床资料。数据包括三年后(2016年9月- 2019年8月)的BCC复发评估。结果390例患者中,155例(39.7%)有组织学证实的bcc。其中149例患者有完整的医疗记录,大多数为男性(55.7%)和白人(85.9%),中位年龄为70岁。大多数患者在诊断前已经有BCC病变12个月(43.1%)。bcc主要位于头颈部(58.1%)。在大多数患者(72.0%)中,诊断性穿刺活检证实了BCC。整形外科医生随后切除了74.0%的BCC病变。最常见的组织学亚型为结节性BCC(74.0%)。国家综合癌症网络(NCCN)的复发风险在高风险组(54.1%)和低风险组(45.9%)之间大致均匀分布。高危特征主要为地点(36.6%)。组织学证实3年内149例患者中有9例(3.7%)发生BCC复发。结论:在我们的环境中,基底细胞癌是一种高负担的疾病。与现有研究相比,本研究中的bcc在临床和组织学上与国际报道相似。
{"title":"A Profile and Three-Year Follow-Up of Patients with Basal Cell Carcinoma in the Western Cape, South Africa","authors":"J. C. Gallo, J. Schneider, J. D. De Wet, K. Moxley, H. Jordaan, W. Visser, B. Tod","doi":"10.1155/2022/8443867","DOIUrl":"https://doi.org/10.1155/2022/8443867","url":null,"abstract":"Background Basal cell carcinoma (BCC) is an important malignancy in sub-Saharan Africa. There is a paucity of data regarding BCC in South Africa. Aims To describe the clinicopathological features of patients presenting with BCC in a cohort of South African patients. Methods This retrospective descriptive study reviewed the medical records of 149 patients with BCC who attended the dermatology clinic at Tygerberg Academic Hospital from September 2015 to August 2016. Demographic and clinical data of those patients with histologically proven BCC were retrieved from clinical records. The data included the assessment for BCC recurrence after three years (September 2016–August 2019). Results Of 390 patients, 155 (39.7%) had histologically confirmed BCCs. Complete medical records were available for 149 of these patients, and most were male (55.7%) and white (85.9%) with a median age of 70 years. Most patients had their BCC lesions for 12 months (43.1%) before diagnosis. BCCs were mostly located on the head and neck area (58.1%). In most patients (72.0%), a diagnostic punch biopsy confirmed BCC. Plastic surgeons subsequently excised the BCC lesions in 74.0% of these patients. The most common histological subtype was nodular BCC (74.0%). The National Comprehensive Cancer Network (NCCN) risk of recurrence was approximately evenly distributed between high- (54.1%) and low-risk groups (45.9%). The major high-risk feature was the location (36.6%). Histologically confirmed BCC recurrence occurred in 9 of the 149 patients (3.7%) over three years. Conclusions BCC represents a high burden of disease in our setting. Compared to existing studies, the BCCs in this study are clinically and histologically similar to international reports.","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"21 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83722400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas 不同机器学习算法在皮肤癌和黑色素瘤检测中的应用及其相关性能
IF 1.1 Q3 DERMATOLOGY Pub Date : 2022-05-04 DOI: 10.1155/2022/2839162
Suboh Alkhushayni, Du’a Al-zaleq, Luwis Andradi, Patrick Flynn
Skin cancer, and its less common form melanoma, is a disease affecting a wide variety of people. Since it is usually detected initially by visual inspection, it makes for a good candidate for the application of machine learning. With early detection being key to good outcomes, any method that can enhance the diagnostic accuracy of dermatologists and oncologists is of significant interest. When comparing different existing implementations of machine learning against public datasets and several we seek to create, we attempted to create a more accurate model that can be readily adapted to use in clinical settings. We tested combinations of models, including convolutional neural networks (CNNs), and various layers of data manipulation, such as the application of Gaussian functions and trimming of images to improve accuracy. We also created more traditional data models, including support vector classification, K-nearest neighbor, Naïve Bayes, random forest, and gradient boosting algorithms, and compared them to the CNN-based models we had created. Results had indicated that CNN-based algorithms significantly outperformed other data models we had created. Partial results of this work were presented at the CSET Presentations for Research Month at the Minnesota State University, Mankato.
皮肤癌及其不太常见的黑色素瘤是一种影响多种人群的疾病。由于它通常是通过视觉检查来检测的,因此它是机器学习应用的一个很好的候选者。由于早期发现是取得良好结果的关键,任何能够提高皮肤科医生和肿瘤学家诊断准确性的方法都是值得关注的。在将不同的现有机器学习实现与公共数据集和我们试图创建的几个数据集进行比较时,我们试图创建一个更准确的模型,可以很容易地适应临床环境。我们测试了模型的组合,包括卷积神经网络(cnn),以及各种数据操作层,例如高斯函数的应用和图像的修剪以提高准确性。我们还创建了更传统的数据模型,包括支持向量分类、k近邻、Naïve贝叶斯、随机森林和梯度增强算法,并将它们与我们创建的基于cnn的模型进行比较。结果表明,基于cnn的算法明显优于我们创建的其他数据模型。这项工作的部分结果在曼卡托明尼苏达州立大学的CSET研究月报告中发表。
{"title":"The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas","authors":"Suboh Alkhushayni, Du’a Al-zaleq, Luwis Andradi, Patrick Flynn","doi":"10.1155/2022/2839162","DOIUrl":"https://doi.org/10.1155/2022/2839162","url":null,"abstract":"Skin cancer, and its less common form melanoma, is a disease affecting a wide variety of people. Since it is usually detected initially by visual inspection, it makes for a good candidate for the application of machine learning. With early detection being key to good outcomes, any method that can enhance the diagnostic accuracy of dermatologists and oncologists is of significant interest. When comparing different existing implementations of machine learning against public datasets and several we seek to create, we attempted to create a more accurate model that can be readily adapted to use in clinical settings. We tested combinations of models, including convolutional neural networks (CNNs), and various layers of data manipulation, such as the application of Gaussian functions and trimming of images to improve accuracy. We also created more traditional data models, including support vector classification, K-nearest neighbor, Naïve Bayes, random forest, and gradient boosting algorithms, and compared them to the CNN-based models we had created. Results had indicated that CNN-based algorithms significantly outperformed other data models we had created. Partial results of this work were presented at the CSET Presentations for Research Month at the Minnesota State University, Mankato.","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"3 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76147655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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Journal of Skin Cancer
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