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Prediction of Healing Trajectory of Chronic Wounds Using a Machine Learning Approach. 利用机器学习方法预测慢性伤口的愈合轨迹
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-12-01 Epub Date: 2024-11-06 DOI: 10.1089/wound.2024.0095
Anissa C Dallmann, Mary Sheridan, Soeren Mattke, William Ennis

Objective: New treatment options are emerging for chronic wounds, which represent a growing problem because of population ageing and increasing burden of chronic disease. While promising, the existing evidence for advanced modalities is commonly derived from small and/or poorly controlled studies and clear criteria for selecting patients, who are likely to benefit from these expensive options are lacking. In this study, we develop and validate a machine learning model to predict if a chronic wound, independent of etiology, is expected to heal within 12 weeks to identify cases in potential need of advanced treatment options. Approach: Retrospective analysis of electronic health record data from 2014 to 2018 covering 532 wound care clinics in the United States and 261,398 patients with 620,356 unique wounds. Prediction of 12-week healing trajectories with a machine learning model. Results: The best-performing model in a training dataset of a randomly drawn 75% subset of wounds contained variables for patient demographics, comorbidities, wound characteristics at initial presentation, and changes in wound dimensions over time, with the latter group being the most influential predictors. The final machine learning model had a high predictive accuracy with area under the receiver operating characteristic curves of 0.9 and 0.92 after 4 and 5 weeks of treatment, respectively. Innovation: A machine learning model can identify chronic wounds at risk of not healing by week 12 with high accuracy in the early weeks of treatment. Conclusions: If embedded in real-world care, the generated information could be able to guide effective and efficient treatment decisions.

目的:由于人口老龄化和慢性疾病负担的增加,慢性伤口问题日益严重,新的治疗方案正在出现。尽管前景广阔,但现有的先进疗法证据通常来自小型和/或控制不佳的研究,而且缺乏明确的标准来选择可能从这些昂贵疗法中获益的患者。在本研究中,我们开发并验证了一种机器学习模型,用于预测慢性伤口(与病因无关)是否有望在 12 周内愈合,以识别可能需要先进治疗方案的病例。研究方法回顾性分析 2014 年至 2018 年的电子健康记录数据,涵盖美国 532 家伤口护理诊所和 261398 名患者,共 620356 个独特伤口。利用机器学习模型预测 12 周的愈合轨迹。结果:在随机抽取的 75% 伤口子集的训练数据集中,表现最好的模型包含患者人口统计学变量、合并症、最初出现时的伤口特征以及伤口尺寸随时间的变化,其中后者是最有影响力的预测因素。最终的机器学习模型具有很高的预测准确性,治疗 4 周和 5 周后的接收者操作特征曲线下面积分别为 0.9 和 0.92。创新:机器学习模型可以在治疗的最初几周内高精度地识别出有可能在第 12 周前无法愈合的慢性伤口。结论:如果将其嵌入到实际护理中,所生成的信息将能够指导有效、高效的治疗决策。
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引用次数: 0
Comparison of "Semiocclusive Dressing" Treatment Using Plastic Wrap or Low-Adherent Absorbent Wound Dressings Versus Occlusive Dressing Treatment for Stage II Pressure Injuries: A Randomized, Controlled, Noninferiority Trial. 比较使用保鲜膜或低附着性吸收性伤口敷料与闭塞敷料治疗II期压伤的“半闭塞敷料”治疗:一项随机、对照、非效性试验。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-27 DOI: 10.1177/21621918251401165
Jun Takahashi, Kayoko Nakae, Osamu Yokota, Rena Nakata, Hayato Hasegawa, Masaharu Miyagawa

Objective: To verify the noninferiority of the effectiveness of "semiocclusive dressing" (SOD) treatment using plastic wrap or low-adherent absorbent wound dressings compared with occlusive dressing (OD) treatment for National Pressure Injury Advisory Panel stage II pressure injuries. Approach: This 12-week, open-label, randomized, controlled, noninferiority trial was conducted at one hospital and three care facilities. Of the 115 participants, 56 were assigned to SOD treatment and 59 to OD treatment. The study design adhered to the CONSORT 2010 extension statement for noninferiority trials. The primary outcome was a comparison of the healing times for both treatments, with the noninferiority margin set at 7.0 days. Secondary outcomes included treatment costs, Kaplan-Meier curves, and incidence of adverse events. Results: The mean healing times for SOD and OD treatments were 19.7 and 22.5 days, respectively (p = 0.4175). The 95% confidence interval of the difference was -4.0 to 9.6. Since its lower limit was within the noninferiority margin, SOD treatment was confirmed to be not significantly worse than OD treatment. OD treatment had a significantly higher mean cost than SOD treatment (p < 0.0001). Kaplan-Meier curves for both groups were similar (p = 0.249). The incidence of adverse events in both groups was comparable. Innovation: Uniquely, the SOD does not tightly adhere to or completely occlude the wound and can manage abundant exudate. Therefore, SOD treatment maintains an adequately moist environment to facilitate wound healing. Conclusion: SOD treatment was more cost-effective than OD treatment for stage II pressure injuries. [Figure: see text].

目的:验证使用保鲜膜或低附着性吸收性伤口敷料进行“半闭塞敷料”(SOD)治疗与闭塞敷料(OD)治疗在美国国家压力损伤咨询委员会II期压力损伤中的有效性。方法:这项为期12周、开放标签、随机、对照、非劣效性的试验在一家医院和三家护理机构进行。在115名参与者中,56人接受SOD治疗,59人接受OD治疗。研究设计遵循CONSORT 2010非劣效性试验扩展声明。主要结果是比较两种治疗的愈合时间,非劣效性裕度为7.0天。次要结局包括治疗费用、Kaplan-Meier曲线和不良事件发生率。结果:SOD和OD治疗的平均愈合时间分别为19.7天和22.5天(p = 0.4175)。差异的95%置信区间为-4.0 ~ 9.6。由于其下限在非劣效范围内,因此证实SOD处理并不明显差于OD处理。OD治疗的平均成本显著高于SOD治疗(p < 0.0001)。两组的Kaplan-Meier曲线相似(p = 0.249)。两组的不良事件发生率具有可比性。创新:独特的是,SOD不会紧紧附着或完全阻塞伤口,可以控制大量渗出。因此,SOD处理维持了一个足够湿润的环境,以促进伤口愈合。结论:SOD治疗II期压伤比OD治疗更具成本效益。[图:见正文]。
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引用次数: 0
Adipose-Based Therapeutics and Transplantation of Hypodermis. 脂肪为基础的治疗和皮下移植。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-27 DOI: 10.1177/21621918251400625
Shawn Jeffrey Loder, J Peter Rubin

Significance: Wound healing is a complex process, and while the epidermis and dermis receive significant attention, the role of the hypodermis is important. The adipose-rich hypodermis or subcutaneous layer supports overall skin function, and loss or injury can impair wound healing, result in adhesions and/or contracture, and restrict soft-tissue mobility. Traditional wound management methods are often insufficient for hypodermal injuries, necessitating innovative approaches. Recent Advances: Hypodermal adipose-based solutions, including fat grafting and stem cell therapies, show promise for reconstruction. Fat grafting enhances soft-tissue bulk and contour, enhances mechanical properties, and promotes angiogenesis, offering versatility in addressing a range of wound scenarios, including challenging cases. Adipose-derived stem cells exhibit regenerative potential, modulate inflammation, and facilitate tissue repair, making them valuable for scar revision, skin rejuvenation, and managing chronic wounds. Acellular adipose derivatives, such as exosomes and liquid extracts, contain bioactive molecules that support tissue regeneration and collagen production. Adipose-derived acellular extracellular matrix holds promise in wound healing by enhancing cell behavior and angiogenesis. Critical Issues: In this review, we will discuss adipose-centered options for improvement of wound healing and for restoration of the hypodermis together as a cluster of efficient and cost-effective wound management in cases of complex soft-tissue injuries. Future Directions: These innovative therapies, while requiring further research, hold significant potential to simplify procedures, reduce costs, and improve the quality of life for patients facing challenging wounds.

意义:伤口愈合是一个复杂的过程,虽然表皮和真皮受到重视,但真皮的作用也很重要。富含脂肪的皮下或皮下层支持皮肤的整体功能,丢失或损伤可损害伤口愈合,导致粘连和/或挛缩,并限制软组织的活动。传统的伤口管理方法对皮下损伤往往是不够的,需要创新的方法。最近进展:皮下脂肪为基础的解决方案,包括脂肪移植和干细胞治疗,显示出重建的希望。脂肪移植可以增强软组织的体积和轮廓,增强机械性能,促进血管生成,为解决一系列伤口情况提供了多功能性,包括具有挑战性的病例。脂肪来源的干细胞表现出再生潜力,调节炎症,促进组织修复,使它们在疤痕修复,皮肤年轻化和治疗慢性伤口方面具有价值。脱细胞脂肪衍生物,如外泌体和液体提取物,含有支持组织再生和胶原蛋白生成的生物活性分子。脂肪衍生的脱细胞细胞外基质通过增强细胞行为和血管生成在伤口愈合中具有前景。关键问题:在这篇综述中,我们将讨论以脂肪为中心的选择,以改善伤口愈合和皮下组织的修复,作为复杂软组织损伤病例中有效和经济的伤口管理方法。未来方向:这些创新疗法虽然需要进一步研究,但在简化程序、降低成本和改善面临挑战性伤口的患者的生活质量方面具有巨大的潜力。
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引用次数: 0
The Challenge of Healing Wounds in Radiation-Injured Skin. 辐射损伤皮肤伤口愈合的挑战。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-26 DOI: 10.1177/21621918251400347
Christopher V Lavin, Carter B Kendig, Danae Kawamoto, Jaden Tarter, Hanqi Yao, Palca Shibale, Parker S Sunwoo, David Perrault, Michael T Longaker, Derrick C Wan

Significance: Wound healing in irradiated skin remains a clinical challenge, with radiation therapy (XRT) resulting in excess collagen deposition and cell death resulting in poor tissue quality. This frequently results in chronic wounds that compromise patient outcomes and quality of life. Recent Advances: Improved understanding of the pathophysiology behind radiation-induced soft tissue injury has led to the development of promising treatments. These include dermal substitutes, placental derivatives, fibronectin, injectable fat-derived and plasma-derived compounds, hyperbaric oxygen, and deferoxamine. Critical Issues: Many traditional approaches to wound healing are often limited by poor tissue quality seen following XRT. A better understanding of mechanisms by which radiation induces these pathological changes may lead to the development of more effective therapeutics. Future Directions: Treatments leveraging recent insights into collateral radiation injury may help to condition tissue to promote healing/regeneration of wounds. Although animal studies and human case reports have been promising, wide-scale clinical studies examining their efficacy are still needed before many of these novel strategies may be adopted to help the millions of patients worldwide suffering from radiation-related cutaneous wounds.

意义:辐照皮肤的伤口愈合仍然是一个临床挑战,放射治疗(XRT)导致过多的胶原沉积和细胞死亡,导致组织质量差。这经常导致慢性伤口,损害患者的预后和生活质量。最新进展:对辐射引起的软组织损伤背后的病理生理学的理解的提高导致了有希望的治疗方法的发展。这些包括真皮替代品、胎盘衍生物、纤维连接蛋白、可注射的脂肪源性和血浆源性化合物、高压氧和去铁胺。关键问题:许多传统的伤口愈合方法往往受到XRT后组织质量差的限制。更好地了解放射引起这些病理变化的机制可能会导致更有效的治疗方法的发展。未来方向:利用最近对侧支辐射损伤的见解,治疗可能有助于调节组织,促进伤口愈合/再生。尽管动物研究和人类病例报告很有希望,但在采用这些新策略来帮助全世界数百万遭受辐射相关皮肤损伤的患者之前,仍需要进行大规模的临床研究来检查其疗效。
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引用次数: 0
Nurse Staffing and Patient Outcomes: A Call to Action for Chronic Wound Care Policy Reform. 护士人员配置和患者结果:呼吁对慢性伤口护理政策改革采取行动。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-25 DOI: 10.1177/21621918251400770
Eleanor Turi, Karen B Lasater, K Jane Muir

Objective: Patients with complex chronic wounds are at high risk for poor outcomes. This study assessed the relationship between nurse staffing and outcomes among patients with complex and noncomplex chronic wounds. [Figure: see text] Approach: This cross-sectional study linked three 2021 datasets: RN4CAST survey, Medicare Provider Analysis and Review claims, and American Hospital Association data. Nurse staffing was derived from the RN4CAST item asking nurses whether "there are enough nurses to get the work done." We calculated the hospital-level percentage of nurses who reported staffing inadequacy. Multilevel statistical modeling measured the association between staffing and in-hospital mortality and length of stay, adjusted for patient and hospital covariates and stratified among patients with complex and noncomplex chronic wounds. We followed STROBE criteria. Results: The sample included 19,027 patients with chronic wounds (66.7% complex) in 216 hospitals. Every 10% increase in nurses reporting staffing inadequacy was associated with 6% higher odds of in-hospital mortality among patients with complex wounds, with no significant relationship among patients with noncomplex wounds. Every 10% increase in staffing inadequacy was associated with longer lengths of stay, by a factor of 1.04, for patients with both complex and noncomplex wounds. Innovation: By linking nurse-reported staffing to outcomes for patients with chronic wounds, this study identifies a policy-relevant pathway to improve outcomes, particularly for those with complex wounds. Conclusion: Nurse staffing adequacy is consequential for patients with chronic wounds as it relates to length of stay and is particularly important in preventing in-hospital mortality among the highest-risk patients-those with complex wounds.

目的:复杂慢性伤口患者预后不良的风险较高。本研究评估了复杂和非复杂慢性伤口患者的护理人员配备与预后之间的关系。方法:本横断面研究将2021年的三个数据集联系起来:RN4CAST调查、医疗保险提供者分析和审查索赔以及美国医院协会数据。护士人员配置来源于RN4CAST项目,该项目询问护士“是否有足够的护士完成工作”。我们计算了报告人员配备不足的医院级护士的百分比。多层统计模型测量了人员配备、住院死亡率和住院时间之间的关系,对患者和医院协变量进行了调整,并对复杂和非复杂慢性伤口患者进行了分层。我们遵循了STROBE标准。结果:共纳入216家医院的慢性创伤患者19027例(66.7%)。报告人员配备不足的护士每增加10%,复杂伤口患者的住院死亡率就会增加6%,而非复杂伤口患者的住院死亡率则无显著相关性。对于复杂和非复杂伤口的患者来说,人员配备不足每增加10%,住院时间就会延长1.04倍。创新:通过将护士报告的人员配备与慢性伤口患者的治疗结果联系起来,本研究确定了一条与政策相关的途径,以改善治疗结果,特别是对复杂伤口患者。结论:对于慢性伤口患者来说,护士配备的充足性是至关重要的,因为它与住院时间有关,对于预防高危患者(复杂伤口患者)的住院死亡率尤其重要。
{"title":"Nurse Staffing and Patient Outcomes: A Call to Action for Chronic Wound Care Policy Reform.","authors":"Eleanor Turi, Karen B Lasater, K Jane Muir","doi":"10.1177/21621918251400770","DOIUrl":"https://doi.org/10.1177/21621918251400770","url":null,"abstract":"<p><p><b>Objective:</b> Patients with complex chronic wounds are at high risk for poor outcomes. This study assessed the relationship between nurse staffing and outcomes among patients with complex and noncomplex chronic wounds. [Figure: see text] <b>Approach:</b> This cross-sectional study linked three 2021 datasets: RN4CAST survey, Medicare Provider Analysis and Review claims, and American Hospital Association data. Nurse staffing was derived from the RN4CAST item asking nurses whether \"there are enough nurses to get the work done.\" We calculated the hospital-level percentage of nurses who reported staffing inadequacy. Multilevel statistical modeling measured the association between staffing and in-hospital mortality and length of stay, adjusted for patient and hospital covariates and stratified among patients with complex and noncomplex chronic wounds. We followed STROBE criteria. <b>Results:</b> The sample included 19,027 patients with chronic wounds (66.7% complex) in 216 hospitals. Every 10% increase in nurses reporting staffing inadequacy was associated with 6% higher odds of in-hospital mortality among patients with complex wounds, with no significant relationship among patients with noncomplex wounds. Every 10% increase in staffing inadequacy was associated with longer lengths of stay, by a factor of 1.04, for patients with both complex and noncomplex wounds. <b>Innovation:</b> By linking nurse-reported staffing to outcomes for patients with chronic wounds, this study identifies a policy-relevant pathway to improve outcomes, particularly for those with complex wounds. <b>Conclusion:</b> Nurse staffing adequacy is consequential for patients with chronic wounds as it relates to length of stay and is particularly important in preventing in-hospital mortality among the highest-risk patients-those with complex wounds.</p>","PeriodicalId":7413,"journal":{"name":"Advances in wound care","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145627457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long-Term Efficacy of Guideline-Followed Treatment in Patients with Livedoid Vasculopathy: A Single-Center Study. 类Livedoid血管病变患者指南随访治疗的长期疗效:一项单中心研究
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-18 DOI: 10.1177/21621918251395013
Carina Hillgruber, Carolin Mitschang, Maria Eveslage, Karen Fischhuber, Michael Storck, Christian Drerup, Tobias Goerge

Objective: Livedoid vasculopathy is a skin disease characterized by recurrent painful ulcerations of the lower leg leading to scar formation (atrophie blanche). Ulceration results from thrombosis of the cutaneous microcirculation and is often preceded by irregular broken circles of skin discoloration (livedo racemosa) in the lower extremities. Intense local ischemic pain, ulcerations, and irreversible scarring have a severe impact on patients' quality of life. There are currently no approved treatments for livedoid vasculopathy, making off-label therapy the only option. The German S1 guideline for treatment of livedoid vasculopathy recommends anticoagulation with low-molecular-weight heparins, rivaroxaban, and other direct oral anticoagulants as first-line therapy. Approach: We present a single-center follow-up study of 26 patients with livedoid vasculopathy (following STROBE). Patients treated according to the German S1 guideline consented to be monitored with a cross-sectional study questionnaire providing data on demographics, treatment protocol, disease course (pain, disease activity, and relapses), quality of life (Dermatology Life Quality Index score), and daily life impact. Results: Prolonged guideline-followed treatment of livedoid vasculopathy leads to effective management of pain and disease activity. Patients report therapy satisfaction and profit by sustained benefits in quality of life. Innovation: In this study, we analyzed the long-term efficacy of guideline-followed treatment in patients with livedoid vasculopathy over a period of up at least 3 months to more than 24 months. Conclusion: Guideline-followed treatment with anticoagulants like rivaroxaban is an effective long-term therapy option for patients with livedoid vasculopathy.

目的:活体样血管病变是一种以小腿复发性疼痛溃疡导致瘢痕形成(白色萎缩)为特征的皮肤病。溃疡是由皮肤微循环血栓形成引起的,通常在下肢出现不规则的破环皮肤变色(总状斑)。强烈的局部缺血性疼痛、溃疡和不可逆瘢痕严重影响患者的生活质量。目前还没有批准的治疗类活体血管病变的方法,使标签外治疗成为唯一的选择。德国S1类血管病变治疗指南推荐使用低分子肝素、利伐沙班和其他直接口服抗凝剂作为一线治疗。方法:我们对26例活体样血管病变(STROBE)患者进行单中心随访研究。根据德国S1指南治疗的患者同意通过横断面研究问卷进行监测,问卷提供人口统计学、治疗方案、病程(疼痛、疾病活动和复发)、生活质量(皮肤病生活质量指数评分)和日常生活影响的数据。结果:长时间的指南跟踪治疗类血管病变导致疼痛和疾病活动的有效管理。患者报告治疗满意度和持续获益的生活质量。创新:在这项研究中,我们分析了在至少3个月至超过24个月的时间内,指南遵循治疗的类活体血管病变患者的长期疗效。结论:利伐沙班等抗凝治疗是类活体血管病变患者有效的长期治疗选择。
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引用次数: 0
Clinical Features and Mechanisms of Differential Wound Healing and Scarring Across Anatomical Sites. 不同解剖部位伤口愈合和瘢痕形成的临床特征和机制。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-10 DOI: 10.1177/21621918251387627
Hanqi Yao, Serena L Jing, Kelly X Huang, Michelle F Griffin, Michael T Longaker, Derrick C Wan, Dayan J Li

Significance: Fibrosis is associated with high rates of morbidity and mortality and poses a heavy burden on the health care system. Different regions of the body heal at different rates with varying degrees of fibrosis, with regions such as the extremities and trunk being more prone to scarring than the face and mucosa. Therapies that leverage the unique mechanisms underlying these anatomical differences in wound healing may be effective in mitigating fibrosis and scarring. Recent Advances: Recent studies in mice have revealed fibroblast-intrinsic signaling pathways that contribute to scar formation in different areas of the body, such as engrailed-1-positive fibroblasts and paired-related homeobox-1-positive fibroblasts in dorsal, ventral, and dermal scars, respectively. Novel approaches that target specific molecular pathways within fibroblasts may pave the way for effective therapies in replicating features of scar-resistant skin and facilitating wound healing. Critical Issues: Clinical practice and animal studies have shown some body regions to be more susceptible to fibrosis than others. However, our understanding on cellular and molecular mechanisms that contribute to this phenomenon remains limited. Future Directions: Advances in antiscarring therapy will benefit from harnessing several aspects of wound healing in regions less prone to fibrosis, including reducing mechanical tension, controlling angiogenic response, and modulating fibroblast subtypes. [Figure: see text] [Figure: see text].

意义:纤维化与高发病率和死亡率相关,给卫生保健系统带来沉重负担。身体不同部位的愈合速度不同,纤维化程度也不同,四肢和躯干等部位比面部和粘膜更容易形成疤痕。利用这些解剖差异在伤口愈合中的独特机制的治疗可能有效减轻纤维化和瘢痕形成。最新进展:最近在小鼠身上的研究揭示了成纤维细胞内在的信号通路有助于身体不同部位的疤痕形成,例如在背部、腹部和真皮疤痕中分别有engrailed-1阳性的成纤维细胞和配对相关的homeobox-1阳性的成纤维细胞。针对成纤维细胞内特定分子途径的新方法可能为复制抗疤痕皮肤特征和促进伤口愈合的有效治疗铺平道路。关键问题:临床实践和动物研究表明,一些身体部位比其他部位更容易发生纤维化。然而,我们对导致这种现象的细胞和分子机制的理解仍然有限。未来方向:抗瘢痕治疗的进展将受益于在不易发生纤维化的区域利用伤口愈合的几个方面,包括降低机械张力、控制血管生成反应和调节成纤维细胞亚型。[图:见文][图:见文]。
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引用次数: 0
Improving Quality of Life in Patients with Malignant Wounds: Outcomes from a Specialized Wound Care Clinic. 改善恶性伤口患者的生活质量:来自专业伤口护理诊所的结果。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-10 DOI: 10.1177/21621918251393741
Ian Nykaza, Anna Chen, Stephen Dusza, Jacqueline Bromberg, Cara Norelli, Shari Goldfarb, Rachel Sanford, Alina Markova

Objective: Evaluate quality of life (QoL) of patients with malignant wounds at baseline and through the course of management at a dedicated malignant wound care clinic. Methods: Retrospective review of patients with malignant wounds seen at a dedicated wound care clinic between January 2016 and April 2023 who completed the Skindex-16, a validated dermatologic QoL questionnaire. Clinical symptoms and management data were extracted from electronic medical records. Results: At baseline, patients reported high Skindex-16 scores across symptoms (mean = 64.2, standard deviation [SD] = 33.3), emotions (mean = 44.8, SD = 31.2), and functioning (mean = 67.7, SD = 29.7) domains. Overall Skindex-16 scores significantly improved over time, with a mean reduction of 4.9 points per visit (p = 0.002). Multimodal symptom management, including both topical and systemic treatments, and modern dressings were commonly utilized. Clinical Implications: Early referral to specialized wound care allows timely initiation of symptom-directed interventions to reduce pain, bleeding, odor, and infection risk. QoL improvements are often seen after the first follow-up visit, with the greatest benefit between the first and second visits. Access to structured wound care not only alleviates symptom burden but also supports continuation of oncologic treatment. Innovation: This study is the first to longitudinally assess malignant wound-related quality using a dermatology-specific instrument, the Skindex-16, in a real-world clinical setting. These findings highlight a model for integrating dermatologic wound care into supportive oncology and demonstrate that malignant wounds, often regarded as irreversible, can be meaningfully palliated with dedicated care. Conclusion: Dedicated wound care was associated with statistically significant improvements in QoL for patients with malignant wounds. Early referral to specialized wound clinics may enhance palliative care for these patients.

目的:评价恶性伤口患者的生活质量(QoL)在基线和通过治疗过程中的恶性伤口专科诊所。方法:回顾性分析2016年1月至2023年4月在一家专门伤口护理诊所就诊的恶性伤口患者,这些患者完成了skinindex -16(一份经过验证的皮肤病学生活质量问卷)。从电子病历中提取临床症状和管理数据。结果:在基线时,患者报告在症状(平均= 64.2,标准差[SD] = 33.3)、情绪(平均= 44.8,SD = 31.2)和功能(平均= 67.7,SD = 29.7)领域的Skindex-16得分较高。随着时间的推移,整体皮肤指数-16得分显著提高,每次就诊平均减少4.9分(p = 0.002)。多模式症状管理,包括局部和全身治疗,和现代敷料常用。临床意义:早期转诊到专门的伤口护理可以及时开始针对症状的干预措施,以减少疼痛,出血,气味和感染的风险。生活质量的改善通常在第一次随访后出现,在第一次和第二次随访之间获益最大。获得有组织的伤口护理不仅减轻了症状负担,而且还支持肿瘤治疗的继续。创新:本研究首次在真实世界的临床环境中使用皮肤病专用仪器skinindex -16对恶性伤口相关质量进行纵向评估。这些发现强调了将皮肤伤口护理整合到支持性肿瘤学中的一种模式,并表明通常被认为是不可逆转的恶性伤口可以通过专门的护理得到有意义的缓解。结论:专门的伤口护理与恶性伤口患者生活质量的改善有统计学意义。早期转诊到专门的伤口诊所可以加强这些病人的姑息治疗。
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引用次数: 0
Artificial Intelligence in Pressure Injury Diagnosis: A Critical Appraisal for Clinical Practice. 人工智能在压力损伤诊断中的应用:对临床实践的重要评价。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-07 DOI: 10.1177/21621918251388015
Yuting Wei, Xiaodan Liu, Juhong Pei, Hongyan Zhang, Lin Han

Significance: Pressure injury is one of the most common health problems among hospitalized patients worldwide, and accurate and timely diagnosis is crucial for its treatment. Research on the application of artificial intelligence in the diagnosis of pressure injury is increasing, but there is currently no comprehensive meta-analysis to evaluate the accuracy of artificial intelligence in diagnosing different pressure injury stages. Recent Advances: This study synthesizes evidence on artificial intelligence diagnosis of pressure injury, focusing on evaluating diagnostic performance across different stages using core metrics including sensitivity, specificity, and the area under the summary receiver operating characteristic (SROC) curve. Critical Issues: Key findings from 21 included studies (12 contributing 47 eligible datasets) indicate high overall diagnostic accuracy of artificial intelligence for pressure injury, with sensitivity of 0.74 (95% confidence interval [CI]: 0.69-0.78), specificity of 0.93 (95% CI: 0.91-0.94), and area under the SROC curve of 0.92 (95% CI: 0.90-0.94). Moreover, the area under the SROC curve varies across different stages of pressure injury, with area under the curve values for stage 1, stage 2, stage 3, stage 4, unstageable, and deep tissue pressure injury of 0.95 (0.93-0.97), 0.85 (0.82-0.88), 0.88 (0.84-0.90), 0.94 (0.92-0.96), 0.96 (0.94-0.97), and 0.98 (0.96-0.99), respectively. Future Directions: Artificial intelligence models based on pressure injury image data show substantial potential for clinical application in pressure injury diagnosis. However, the need for high-quality studies with rigorous reporting and external validation remains critical to address current limitations and advance clinical translation.

意义:压伤是世界范围内住院患者最常见的健康问题之一,准确及时的诊断对其治疗至关重要。人工智能在压力损伤诊断中的应用研究越来越多,但目前还没有全面的meta分析来评估人工智能在不同阶段压力损伤诊断中的准确性。最新进展:本研究综合了人工智能诊断压力性损伤的证据,重点评估了不同阶段的诊断效果,使用的核心指标包括敏感性、特异性和总受者工作特征(SROC)曲线下面积。关键问题:21项纳入的研究(12项共47个符合条件的数据集)的关键发现表明,人工智能对压力性损伤的总体诊断准确性较高,敏感性为0.74(95%可信区间[CI]: 0.69-0.78),特异性为0.93 (95% CI: 0.91-0.94), SROC曲线下面积为0.92 (95% CI: 0.90-0.94)。SROC曲线下面积在压力损伤的不同阶段有所不同,1、2、3、4、不可分期和深部组织压力损伤的曲线下面积分别为0.95(0.93-0.97)、0.85(0.82-0.88)、0.88(0.84-0.90)、0.94(0.92-0.96)、0.96(0.94-0.97)和0.98(0.96-0.99)。未来发展方向:基于压力损伤图像数据的人工智能模型在压力损伤诊断方面具有巨大的临床应用潜力。然而,需要有严格报告和外部验证的高质量研究仍然是解决当前局限性和推进临床转化的关键。
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引用次数: 0
Wound Healing and Management Considerations in the Pediatric Surgical Patient. 小儿外科患者的伤口愈合和处理注意事项。
IF 5.6 3区 医学 Q1 DERMATOLOGY Pub Date : 2025-11-05 DOI: 10.1177/21621918251387640
Norah E Liang, Serena L Jing, Elijah J Suh, Helen H Wang, Benjamin P Pham, Bill Chiu, Jeong S Hyun, Michelle F Griffin, Michael T Longaker, Gillian L Fell

Significance: Wound healing in pediatric patients is affected by physiology, growth, and development considerations unique from those in adults. In the following report, we review the primary literature on aging and wound healing and highlight clinical wound healing applications for the pediatric patient across age ranges from neonates and infants in the first year of life to adolescents (aged 10-19 years by World Health Organization definition). Recent Advances: We characterize the differences in wound healing biology between infants, adolescents, and adults and discuss wound care strategies for pediatric surgical patients, highlighting evidence-based guidelines for wound management. We discuss relevant animal models and review the multidisciplinary aspects of providing wound care for children. Critical Issues: Pediatric surgical patients have specialized wound care needs. Optimizing wound care outcomes for infants, children, and adolescents relies on an understanding of their wound-healing biology and unique physiological, psychological, and social considerations. Future Directions: Future directions in pediatric wound care will focus on validating and optimizing emerging technologies through pediatric-specific clinical trials, while also addressing key knowledge gaps in topical agent pharmacokinetics and advancing regenerative approaches like mesenchymal stem cell therapies tailored to the unique biology of infants and children.

意义:儿童伤口愈合受生理、生长和发育因素的影响,与成人不同。在下面的报告中,我们回顾了关于衰老和伤口愈合的主要文献,并强调了伤口愈合在从新生儿和一岁婴儿到青少年(世界卫生组织定义的10-19岁)的儿科患者中的临床应用。最新进展:我们描述了婴儿、青少年和成人在伤口愈合生物学上的差异,并讨论了儿科外科患者的伤口护理策略,强调了伤口管理的循证指南。我们讨论了相关的动物模型,并回顾了提供儿童伤口护理的多学科方面。关键问题:儿科外科患者有专门的伤口护理需求。优化婴儿、儿童和青少年的伤口护理结果依赖于对他们的伤口愈合生物学和独特的生理、心理和社会因素的理解。未来方向:儿科伤口护理的未来方向将集中于通过儿科特异性临床试验验证和优化新兴技术,同时解决局部药物药代动力学方面的关键知识空白,并推进针对婴儿和儿童独特生物学的间充质干细胞治疗等再生方法。
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引用次数: 0
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Advances in wound care
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