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Management of Acne in Pregnancy. 妊娠期痤疮管理。
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-07 DOI: 10.1007/s40257-024-00851-6
Akash Rau, Jonette Keri, Jenny E Murase

Acne is one of the most common dermatological conditions to affect women of childbearing age, so it is important to consider the safety of long-term acne treatments on women who could become pregnant. In this review article, we clarify what management options are available to treat acne during pregnancy. Topical treatments, typically first-line for acne, such as azelaic acid, clindamycin, erythromycin, metronidazole, benzoyl peroxide, salicylic acid, dapsone, and retinoids, were reviewed. Systemic treatments, such as zinc supplements, cephalexin, cefadroxil, amoxicillin, azithromycin, erythromycin, and corticosteroids, typically second-line for acne, were also reviewed. Alternative treatments such as light therapy and cosmetic procedures were also evaluated. Due to recommendation of sunscreen utilization during acne treatments, sunscreen usage during pregnancy was also assessed. Management of acne during unplanned pregnancy was discussed in further detail regarding safety and adverse effects. Through summarized tables and examples of studies demonstrating safety and efficacy of treatments, the following is a resource for providers and patients to utilize for management of acne during pregnancy.

痤疮是影响育龄妇女最常见的皮肤病之一,因此考虑长期治疗痤疮对可能怀孕的妇女的安全性非常重要。在这篇综述文章中,我们将阐明孕期痤疮的治疗方法。我们回顾了通常作为痤疮一线治疗药物的外用疗法,如阿折酸,克林霉素,红霉素,甲硝唑,过氧化苯甲酰,水杨酸,达泊松和维A酸。此外,还综述了系统治疗方法,如锌补充剂、头孢氨苄、头孢羟氨苄、阿莫西林、阿奇霉素、红霉素和皮质类固醇,它们通常是治疗痤疮的二线药物。此外,还对光疗和美容手术等替代治疗方法进行了评估。由于建议在治疗痤疮期间使用防晒霜,因此还评估了孕期使用防晒霜的情况。还进一步详细讨论了意外怀孕期间痤疮治疗的安全性和不良反应。通过汇总表和证明治疗安全性和有效性的研究实例,以下内容可作为孕期痤疮治疗的参考资料,供医疗机构和患者使用。
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引用次数: 0
Autoimmune, Autoinflammatory Disease and Cutaneous Malignancy Associations with Hidradenitis Suppurativa: A Cross-Sectional Study. 自身免疫性疾病、自身炎症性疾病和皮肤恶性肿瘤与扁平苔藓的关联:一项横断面研究
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-02-09 DOI: 10.1007/s40257-024-00844-5
Hilliard T Brydges, Ogechukwu C Onuh, Rebecca Friedman, Joy Barrett, Rebecca A Betensky, Catherine P Lu, Avrom S Caplan, Afsaneh Alavi, Ernest S Chiu

Background: Hidradenitis suppurativa (HS) is a debilitating cutaneous disease characterized by severe painful inflammatory nodules/abscesses. At present, data regarding the epidemiology and pathophysiology of this disease are limited.

Objective: To define the prevalence and comorbidity associations of HS.

Methods: This was a cross-sectional study of EPICTM Cosmos© examining over 180 million US patients. Prevalences were calculated by demographic and odds ratios (OR) and identified comorbidity correlations.

Results: All examined metabolism-related, psychological, and autoimmune/autoinflammatory (AI) diseases correlated with HS. The strongest associations were with pyoderma gangrenosum [OR 26.56; confidence interval (CI): 24.98-28.23], Down syndrome (OR 11.31; CI 10.93-11.70), and polycystic ovarian syndrome (OR 11.24; CI 11.09-11.38). Novel AI associations were found between HS and lupus (OR 6.60; CI 6.26-6.94) and multiple sclerosis (MS; OR 2.38; CI 2.29-2.48). Cutaneous malignancies were largely not associated in the unsegmented cohort; however, among Black patients, novel associations with melanoma (OR 2.39; CI 1.86-3.08) and basal cell carcinoma (OR 2.69; CI 2.15-3.36) were identified.

Limitations: International Classification of Diseases (ICD)-based disease identification relies on coding fidelity and diagnostic accuracy.

Conclusion: This is the first study to identify correlations between HS with melanoma and basal cell carcinoma (BCC) among Black patients as well as MS and lupus in all patients with HS.

背景:化脓性扁平湿疹(HS)是一种使人衰弱的皮肤病,其特征是严重疼痛的炎性结节/脓肿。目前,有关该病流行病学和病理生理学的数据十分有限:方法:这是一项横断面研究,研究对象为美国、加拿大、英国、法国、德国、日本、韩国和中国:这是 EPICTM Cosmos© 的一项横断面研究,对超过 1.8 亿美国患者进行了检查。通过人口统计学和几率比(OR)计算患病率,并确定合并症的相关性:结果:所有受检的代谢相关疾病、心理疾病和自身免疫/自体炎症(AI)疾病均与 HS 相关。与脓皮病[OR 26.56;置信区间(CI):24.98-28.23]、唐氏综合征(OR 11.31;CI 10.93-11.70)和多囊卵巢综合征(OR 11.24;CI 11.09-11.38)的相关性最强。在 HS 与狼疮(OR 6.60;CI 6.26-6.94)和多发性硬化症(MS;OR 2.38;CI 2.29-2.48)之间发现了新的 AI 关联。皮肤恶性肿瘤在未分段队列中基本没有关联;但在黑人患者中,发现了与黑色素瘤(OR 2.39;CI 1.86-3.08)和基底细胞癌(OR 2.69;CI 2.15-3.36)的新关联:局限性:基于国际疾病分类(ICD)的疾病识别依赖于编码的准确性和诊断的准确性:这是首次在黑人患者中发现 HS 与黑色素瘤和基底细胞癌 (BCC) 之间的相关性,以及在所有 HS 患者中发现 MS 与狼疮之间的相关性。
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引用次数: 0
Small-Molecule Inhibitors and Biologics for Palmoplantar Psoriasis and Palmoplantar Pustulosis: A Systematic Review and Network Meta-Analysis. 治疗掌跖银屑病和掌跖脓疱病的小分子抑制剂和生物制剂:系统综述与网络元分析》。
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-04 DOI: 10.1007/s40257-024-00849-0
I-Hsin Huang, Po-Chien Wu, Hsien-Yi Chiu, Yu-Huei Huang

Background: The comparative efficacy of biologics and small-molecule inhibitors in treating palmoplantar psoriasis (PP) and palmoplantar pustulosis (PPP) remains uncertain.

Objective: The aim was to perform a systematic review and network meta-analysis (NMA) to compare the efficacy of biologics and small-molecule inhibitors for the treatment of PP and PPP.

Methods: MEDLINE, Embase, and Cochrane Central Register of Controlled Trials were searched for eligible studies from inception to May 13, 2023. This NMA was conducted and reported following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension Statement for Network Meta-Analyses guidelines. Frequentist random-effects models NMA was performed with the surface under the cumulative ranking curve calculated for ranking. Our primary outcome was the proportion of patients achieving a clear/minimal Palmoplantar Psoriasis/Pustulosis Physician Global Assessment score (PPPGA 0/1 or PPPPGA 0/1) response at 12-16 weeks. Secondary outcomes consisted of the percentage of overall improvement in palmoplantar score and of improvement ≥ 75%, at 12-16 weeks.

Results: The study comprised a total of 29 randomized controlled trials (RCTs), involving 4798 psoriasis patients with palmoplantar diseases. For PP, 16 RCTs with nine different treatments, including adalimumab, apremilast, bimekizumab, etanercept, guselkumab, infliximab, ixekizumab, secukinumab, and ustekinumab were included for the analysis. In the NMA of PP, secukinumab 300 mg ranked highest (odds ratio [OR] 33.50, 95% confidence interval [CI] 4.37-256.86) in achieving PPPGA 0/1, followed by guselkumab 100 mg (OR 18.68, 95% CI 10.07-34.65). In the case of PPP, seven RCTs with six treatments, including apremilast, etanercept, guselkumab, imsidolimab, spesolimab, and ustekinumab, were included for the analysis. In the NMA of PPP, although no treatment demonstrated a significant difference compared to placebo in achieving PPPPGA 0/1, guselkumab 100 mg showed the greatest statistically significant improvement in the palmoplantar score (weighted mean difference 31.73, 95% CI 19.89-43.57) as a secondary outcome.

Conclusion: Among all available biologics and small-molecule inhibitors, secukinumab 300 mg and guselkumab 100 mg had the most favorable efficacy in treating PP and PPP, respectively.

背景:生物制剂和小分子抑制剂治疗掌跖银屑病(PP)和掌跖脓疱病(PPP)的疗效比较仍不确定:目的:对生物制剂和小分子抑制剂治疗掌跖银屑病和掌跖脓疱病的疗效进行系统综述和网络荟萃分析(NMA):方法:检索了 MEDLINE、Embase 和 Cochrane Central Register of Controlled Trials 中从开始到 2023 年 5 月 13 日符合条件的研究。该 NMA 遵循《系统综述和 Meta 分析首选报告项目》和《网络 Meta 分析扩展声明》指南进行并报告。采用频数随机效应模型进行 NMA,并计算累积排名曲线下的表面进行排名。我们的主要结果是在 12-16 周时达到明确/轻度掌跖银屑病/脓疱病医师总体评估评分(PPPGA 0/1 或 PPPPGA 0/1)反应的患者比例。次要结果包括12-16周时掌跖评分总体改善的百分比和改善≥75%的百分比:研究共包括 29 项随机对照试验(RCT),涉及 4798 名患有掌跖疾病的银屑病患者。其中,16项随机对照试验涉及9种不同的治疗方法,包括阿达木单抗、阿普瑞米拉司特、比美奇珠单抗、依那西普、古谢库单抗、英夫利昔单抗、依克珠单抗、赛库单抗和乌斯特库单抗。在PP的NMA中,secukinumab 300 mg在实现PPPGA 0/1方面排名最高(赔率[OR]33.50,95%置信区间[CI]4.37-256.86),其次是guselkumab 100 mg(赔率18.68,95%置信区间10.07-34.65)。就 PPP 而言,分析纳入了 7 项 RCT,包括阿普司特、依那西普、古舍库单抗、伊西多利单抗、斯贝索利单抗和乌司替库单抗等 6 种治疗方法。在PPP的NMA中,虽然没有一种疗法与安慰剂相比在实现PPPPGA 0/1方面有显著差异,但作为次要结果,古谢库单抗100毫克在掌跖评分方面显示出最大的统计学显著改善(加权平均差31.73,95% CI 19.89-43.57):结论:在所有可用的生物制剂和小分子抑制剂中,secukinumab 300 毫克和 guselkumab 100 毫克在治疗 PP 和 PPP 方面的疗效最为显著。
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引用次数: 0
Correction to: OX40 in the Pathogenesis of Atopic Dermatitis-A New Therapeutic Target. 更正:特应性皮炎发病机制中的 OX40--新的治疗靶点。
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1007/s40257-024-00850-7
Michael Croft, Ehsanollah Esfandiari, Camilla Chong, Hailing Hsu, Kenji Kabashima, Greg Kricorian, Richard B Warren, Andreas Wollenberg, Emma Guttman-Yassky
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引用次数: 0
Field Cancerization Therapies for the Management of Actinic Keratosis: An Updated Review. 治疗角化性皮炎的野战癌化疗法:最新综述。
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-02-13 DOI: 10.1007/s40257-023-00839-8
Ishita Aggarwal, Carolina Puyana, Neha Chandan, Nathan Jetter, Maria Tsoukas

Field cancerization theory highlights that the skin surrounding actinic keratoses (AK) is also at increased risk for possible malignant transformation; thus, field-directed treatments may both reduce the risk of AK recurrence and potentially reduce the risk of development of cutaneous squamous cell carcinoma (cSCC). Photodynamic therapy (PDT) with either aminolevulinic acid (ALA) or methylaminolevulinate (MAL), as well as topical treatments such as 5-fluorouracil (5-FU), diclofenac gel, piroxicam, imiquimod, and ingenol mebutate, have all shown higher efficacy than vehicle treatments. PDT is widely recognized for its high efficacy; however, concerns for associated pain have driven new studies to begin using alternative illumination and pretreatment techniques, including lasers. Among topical treatments, a combination of 5-FU and salicylic acid (5-FU-SA) has shown to be the most effective but also causes the most adverse reactions. Tirbanibulin, a new topical agent approved for use in 2020, boasts a favorable safety profile in comparison with imiquimod, 5-FU, and diclofenac. Meanwhile, ingenol mebutate is no longer recommended for the treatment of AKs due to concerns for increased risk of cSCC development. Moving forward, an increasing number of studies push for standardization of outcome measures to better predict risk of future cSCC and use of more effective measures of cost to better guide patients. Here, we present an updated and comprehensive narrative review both confirming the efficacy of previously mentioned therapies as well as highlighting new approaches to PDT and discussing the use of lasers and novel topical treatments for treatment of AK.

现场癌化理论强调,光化性角化病(AK)周围皮肤发生恶性转化的风险也会增加;因此,现场定向治疗既可以降低 AK 复发的风险,也有可能降低皮肤鳞状细胞癌(cSCC)的发病风险。使用氨基乙酰乙酸(ALA)或甲氨基乙酰乙酸甲酯(MAL)的光动力疗法(PDT),以及 5-氟尿嘧啶(5-FU)、双氯芬酸凝胶、吡罗昔康、咪喹莫特和甲丁酸依地孕酮等外用疗法,都显示出比药物疗法更高的疗效。光导疗法因其疗效显著而得到广泛认可;然而,对相关疼痛的担忧促使新的研究开始使用其他照明和预处理技术,包括激光。在局部治疗中,5-FU 和水杨酸(5-FU-SA)的组合被证明是最有效的,但也会引起最多的不良反应。将于2020年获批使用的新型外用药物Tirbanibulin与咪喹莫特、5-FU和双氯芬酸相比,具有良好的安全性。同时,由于担心 cSCC 发展风险增加,已不再推荐使用甲丁酸伊戈灵治疗 AK。展望未来,越来越多的研究推动结果测量的标准化,以更好地预测未来 cSCC 的风险,并使用更有效的成本测量方法为患者提供更好的指导。在此,我们将发表一篇最新的全面综述,既肯定了之前提到的疗法的疗效,又重点介绍了PDT的新方法,并讨论了激光和新型局部疗法在治疗AK中的应用。
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引用次数: 0
American Academy of Dermatology Annual Meeting: San Diego, CA, USA, 8-12 March 2024. 美国皮肤病学会年会:美国加利福尼亚州圣地亚哥,2024 年 3 月 8-12 日。
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-04-26 DOI: 10.1007/s40257-024-00860-5
Kathy A. Fraser
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引用次数: 0
Merkel Cell Carcinoma: Integrating Epidemiology, Immunology, and Therapeutic Updates 梅克尔细胞癌:整合流行病学、免疫学和最新治疗方法
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-04-22 DOI: 10.1007/s40257-024-00858-z
Jürgen C. Becker, Andreas Stang, David Schrama, Selma Ugurel

Merkel cell carcinoma (MCC) is a rare skin cancer characterized by neuroendocrine differentiation. Its carcinogenesis is based either on the integration of the Merkel cell polyomavirus or on ultraviolet (UV) mutagenesis, both of which lead to high immunogenicity either through the expression of viral proteins or neoantigens. Despite this immunogenicity resulting from viral or UV-associated carcinogenesis, it exhibits highly aggressive behavior. However, owing to the rarity of MCC and the lack of epidemiologic registries with detailed clinical data, there is some uncertainty regarding the spontaneous course of the disease. Historically, advanced MCC patients were treated with conventional cytotoxic chemotherapy yielding a median response duration of only 3 months. Starting in 2017, four programmed cell death protein 1 (PD-1)/programmed cell death-ligand 1 (PD-L1) immune checkpoint inhibitors—avelumab, pembrolizumab, nivolumab (utilized in both neoadjuvant and adjuvant settings), and retifanlimab—have demonstrated efficacy in treating patients with disseminated MCC on the basis of prospective clinical trials. However, generating clinical evidence for rare cancers, such as MCC, is challenging owing to difficulties in conducting large-scale trials, resulting in small sample sizes and therefore lacking statistical power. Thus, to comprehensively understand the available clinical evidence on various immunotherapy approaches for MCC, we also delve into the epidemiology and immune biology of this cancer. Nevertheless, while randomized studies directly comparing immune checkpoint inhibitors and chemotherapy in MCC are lacking, immunotherapy shows response rates comparable to those previously reported with chemotherapy but with more enduring responses. Notably, adjuvant nivolumab has proven superiority to the standard-of-care therapy (observation) in the adjuvant setting.

梅克尔细胞癌(MCC)是一种以神经内分泌分化为特征的罕见皮肤癌。梅克尔细胞癌的发生是基于梅克尔细胞多瘤病毒的整合或紫外线(UV)诱变,两者都会通过病毒蛋白或新抗原的表达导致高免疫原性。尽管这种免疫原性是由病毒或紫外线相关致癌作用产生的,但它仍表现出高度的侵袭性。然而,由于 MCC 的罕见性以及缺乏具有详细临床数据的流行病学登记,该病的自发病程还存在一定的不确定性。从历史上看,晚期 MCC 患者接受常规细胞毒性化疗的中位反应持续时间仅为 3 个月。从2017年开始,四种程序性细胞死亡蛋白1(PD-1)/程序性细胞死亡配体1(PD-L1)免疫检查点抑制剂--阿维单抗、pembrolizumab、nivolumab(用于新辅助治疗和辅助治疗)和retifanlimab--在前瞻性临床试验的基础上证明了治疗播散性MCC患者的疗效。然而,由于难以开展大规模试验,样本量较小,因此缺乏统计效力,为 MCC 等罕见癌症提供临床证据具有挑战性。因此,为了全面了解 MCC 各种免疫疗法的现有临床证据,我们还深入研究了这种癌症的流行病学和免疫生物学。尽管如此,虽然缺乏直接比较免疫检查点抑制剂和化疗在 MCC 中的应用的随机研究,但免疫疗法显示的反应率与之前报道的化疗反应率相当,而且反应更持久。值得注意的是,在辅助治疗中,nivolumab 辅助治疗已被证明优于标准治疗(观察)。
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引用次数: 0
Ultrasound Surveillance in Melanoma Management: Bridging Diagnostic Promise with Real-World Adherence: A Systematic Review and Meta-Analysis 黑色素瘤管理中的超声监测:连接诊断承诺与现实世界的坚持:系统回顾与元分析
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-04-18 DOI: 10.1007/s40257-024-00862-3
Zhao Feng Liu, Amy Sylivris, Johnny Wu, Darren Tan, Samuel Hong, Lawrence Lin, Michael Wang, Christopher Chew

Background

Ultrasound surveillance has become the new standard of care in stage III melanoma after the 2017 Multicenter Selective Lymphadenectomy Trial II (MSLT-II) demonstrated non-inferior 3-year survival compared with complete lymph node dissection.

Objective

We aimed to quantify diagnostic performance and adherence rates of ultrasound surveillance for melanoma locoregional metastasis, offering insights into real-world applicability.

Methods

Conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines, we systematically searched the Medline, Embase, Cochrane Library, CINAHL, Scopus, and Web of Science databases from inception until 11 October 2023. All primary studies that reported data on the diagnostic performance or adherence rates to ultrasound surveillance in melanoma were included. R statistical software was used for data synthesis and analysis. Sensitivity and specificity were aggregated across studies using the meta-analytic method for diagnostic tests outlined by Rutter and Gatsonis. Adherence rates were calculated as the ratio of patients fully compliant to planned follow-up to those who were not.

Results

A total of 36 studies including 18,273 patients were analysed, with a mean age of 56.6 years and a male-to-female ratio of 1:1.11. The median follow-up duration and frequency was 36 and 4 months, respectively. The pooled sensitivity of ultrasound examination was 0.879 (95% confidence interval [CI] 0.878–0.879) and specificity was 0.969 (95% CI 0.968–0.970), representing a diagnostic odds ratio of 224.5 (95% CI 223.1–225.9). Ultrasound examination demonstrated a substantial improvement in absolute sensitivity over clinical examination alone, with a number needed to screen (NNS) of 2.95. The overall adherence rate was 77.0% (95% CI 76.0–78.1%), with significantly lower rates in the United States [US] (p < 0.001) and retrospective studies (p < 0.001).

Conclusion

Ultrasound is a powerful diagnostic tool for locoregional melanoma metastasis. However, the real applicability to surveillance programmes is limited by low adherence rates, especially in the US. Further studies should seek to address this adherence gap.

背景2017年多中心选择性淋巴结切除术试验II(MSLT-II)显示,与完全淋巴结清扫术相比,超声监测的3年生存率并不劣于完全淋巴结清扫术,因此超声监测已成为III期黑色素瘤治疗的新标准。方法 根据系统综述和元分析首选报告项目(PRISMA)指南,我们系统检索了 Medline、Embase、Cochrane Library、CINAHL、Scopus 和 Web of Science 数据库中从开始到 2023 年 10 月 11 日的所有研究。纳入了所有报告黑色素瘤超声监测诊断效果或坚持率数据的主要研究。使用 R 统计软件进行数据综合与分析。采用 Rutter 和 Gatsonis 概述的诊断测试荟萃分析方法对各研究的敏感性和特异性进行汇总。坚持率按完全按计划随访的患者与未按计划随访的患者之比计算。结果 共分析了 36 项研究,包括 18 273 名患者,平均年龄为 56.6 岁,男女比例为 1:1.11。随访时间和次数的中位数分别为 36 个月和 4 个月。超声检查的汇总灵敏度为 0.879(95% 置信区间 [CI] 0.878-0.879),特异性为 0.969(95% CI 0.968-0.970),诊断几率比为 224.5(95% CI 223.1-225.9)。与单纯的临床检查相比,超声检查大大提高了绝对灵敏度,筛查所需人数(NNS)为 2.95。总体坚持率为 77.0%(95% CI 76.0-78.1%),美国(US)和回顾性研究(P< 0.001)的坚持率明显较低(P< 0.001)。结论超声波是局部黑色素瘤转移的强大诊断工具,但由于使用率较低,特别是在美国,其在监测计划中的实际应用受到了限制。进一步的研究应设法解决这一问题。
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引用次数: 0
Secondary Bacterial Infections in Patients with Atopic Dermatitis or Other Common Dermatoses 特应性皮炎或其他常见皮肤病患者的继发性细菌感染
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-04-05 DOI: 10.1007/s40257-024-00856-1
Romain Salle, Pascal Del Giudice, Charbel Skayem, Camille Hua, Olivier Chosidow

Secondary bacterial infections of common dermatoses such as atopic dermatitis, ectoparasitosis, and varicella zoster virus infections are frequent, with Staphylococcus aureus and Streptococcus pyogenes being the bacteria most involved. There are also Gram-negative infections secondary to common dermatoses such as foot dyshidrotic eczema and tinea pedis. Factors favoring secondary bacterial infections in atopic dermatitis, ectoparasitosis, and varicella zoster virus infections mainly include an epidermal barrier alteration as well as itch. Mite-bacteria interaction is also involved in scabies and some environmental factors can promote Gram-negative bacterial infections of the feet. Furthermore, the bacterial ecology of these superinfections may depend on the geographical origin of the patients, especially in ectoparasitosis. Bacterial superinfections can also have different clinical aspects depending on the underlying dermatoses. Subsequently, the choice of class, course, and duration of antibiotic treatment depends on the severity of the infection and the suspected bacteria, primarily targeting S. aureus. Prevention of these secondary bacterial infections depends first and foremost on the management of the underlying skin disorder. At the same time, educating the patient on maintaining good skin hygiene and reporting changes in the primary lesions is crucial. In the case of recurrent secondary infections, decolonization of S. aureus is deemed necessary, particularly in atopic dermatitis.

特应性皮炎、体外寄生虫病和水痘带状疱疹病毒感染等常见皮肤病的继发性细菌感染很常见,其中金黄色葡萄球菌和化脓性链球菌是最常见的细菌。常见的皮肤病如足部湿疹和足癣也会继发革兰氏阴性菌感染。特应性皮炎、体外寄生虫病和水痘带状疱疹病毒感染中继发细菌感染的有利因素主要包括表皮屏障改变和瘙痒。疥疮还涉及螨虫与细菌的相互作用,某些环境因素会促进足部革兰氏阴性细菌感染。此外,这些超级感染的细菌生态可能取决于患者的地理来源,尤其是在体外寄生虫病中。细菌性超级感染还可能因潜在的皮肤病而有不同的临床表现。随后,抗生素治疗的种类、疗程和持续时间的选择取决于感染的严重程度和可疑细菌,主要针对金黄色葡萄球菌。这些继发性细菌感染的预防首先取决于对潜在皮肤疾病的治疗。同时,教育患者保持良好的皮肤卫生并报告原发病灶的变化也至关重要。对于反复出现的继发性感染,有必要对金黄色葡萄球菌进行去势处理,尤其是特应性皮炎患者。
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引用次数: 0
Tree-Based Machine Learning to Identify Predictors of Psoriasis Incidence at the Neighborhood Level: A Populational Study from Quebec, Canada 基于树型机器学习的邻里牛皮癣发病率预测方法:加拿大魁北克人口研究
IF 7.3 1区 医学 Q1 Medicine Pub Date : 2024-03-18 DOI: 10.1007/s40257-024-00854-3
Anastasiya Muntyanu, Raymond Milan, Mohammed Kaouache, Julien Ringuet, Wayne Gulliver, Irina Pivneva, Jimmy Royer, Max Leroux, Kathleen Chen, Qiuyan Yu, Ivan V. Litvinov, Christopher E. M. Griffiths, Darren M. Ashcroft, Elham Rahme, Elena Netchiporouk

Background

Psoriasis is a major global health burden affecting ~ 60 million people worldwide. Existing studies on psoriasis focused on individual-level health behaviors (e.g. diet, alcohol consumption, smoking, exercise) and characteristics as drivers of psoriasis risk. However, it is increasingly recognized that health behavior arises in the context of larger social, cultural, economic and environmental determinants of health. We aimed to identify the top risk factors that significantly impact the incidence of psoriasis at the neighborhood level using populational data from the province of Quebec (Canada) and advanced tree-based machine learning (ML) techniques.

Methods

Adult psoriasis patients were identified using International Classification of Disease (ICD)-9/10 codes from Quebec (Canada) populational databases for years 1997–2015. Data on environmental and socioeconomic factors 1 year prior to psoriasis onset were obtained from the Canadian Urban Environment Health Consortium (CANUE) and Statistics Canada (StatCan) and were input as predictors into the gradient boosting ML. Model performance was evaluated using the area under the curve (AUC). Parsimonious models and partial dependence plots were determined to assess directionality of the relationship.

Results

The incidence of psoriasis varied geographically from 1.6 to 325.6/100,000 person-years in Quebec. The parsimonious model (top 9 predictors) had an AUC of 0.77 to predict high psoriasis incidence. Amongst top predictors, ultraviolet (UV) radiation, maximum daily temperature, proportion of females, soil moisture, urbanization, and distance to expressways had a negative association with psoriasis incidence. Nighttime light brightness had a positive association, whereas social and material deprivation indices suggested a higher psoriasis incidence in the middle socioeconomic class neighborhoods.

Conclusion

This is the first study to highlight highly variable psoriasis incidence rates on a jurisdictional level and suggests that living environment, notably climate, vegetation, urbanization and neighborhood socioeconomic characteristics may have an association with psoriasis incidence.

背景银屑病是一种严重的全球性健康负担,影响着全球约 6000 万人。现有的银屑病研究侧重于个人层面的健康行为(如饮食、饮酒、吸烟、运动)和特征,将其视为银屑病风险的驱动因素。然而,人们越来越认识到,健康行为是在社会、文化、经济和环境等更大的健康决定因素的背景下产生的。我们旨在利用魁北克省(加拿大)的人口数据和先进的基于树的机器学习(ML)技术,在邻里层面确定对银屑病发病率有重大影响的首要风险因素。方法利用魁北克省(加拿大)人口数据库中 1997-2015 年的国际疾病分类(ICD)-9/10 代码确定成人银屑病患者。银屑病发病前 1 年的环境和社会经济因素数据来自加拿大城市环境健康联合会(CANUE)和加拿大统计局(StatCan),这些数据被作为预测因子输入梯度提升 ML。模型性能使用曲线下面积(AUC)进行评估。结果在魁北克省,银屑病发病率的地域差异从 1.6 到 325.6/100,000 人年不等。预测银屑病高发病率的简约模型(前 9 个预测因子)的 AUC 为 0.77。在最主要的预测因素中,紫外线(UV)辐射、日最高气温、女性比例、土壤湿度、城市化程度和与高速公路的距离与银屑病发病率呈负相关。结论:这是第一项在辖区层面上突出显示牛皮癣发病率高度可变性的研究,表明生活环境,尤其是气候、植被、城市化和辖区社会经济特征可能与牛皮癣发病率有关。
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引用次数: 0
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American Journal of Clinical Dermatology
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