Characterizing the role of dermatologists in developing artificial intelligence for assessment of skin cancer.

BACKGROUND: The use of artificial intelligence (AI) for skin cancer assessment has been an emerging topic in dermatology. Leadership of dermatologists is necessary in defining how these technologies fit into clinical practice. OBJECTIVE: To characterize the evolution of AI in skin cancer assessment and characterize the involvement of dermatologists in developing these technologies. METHODS: An electronic literature search was performed using PubMed by searching machine learning or artificial intelligence combined with skin cancer or melanoma. Articles were included if they used AI for screening and diagnosis of skin cancer using data sets consisting of dermoscopic images or photographs of gross lesions. RESULTS: Fifty-one articles were included, and 41% of these had dermatologists included as authors. Articles that included dermatologists described algorithms built with more images versus articles that did not include dermatologists (mean, 12,111 vs 660 images, respectively). In terms of underlying technology, AI used for skin cancer assessment has followed trends in the field of image recognition. LIMITATIONS: This review focused on models described in the medical literature and did not account for those described elsewhere. CONCLUSIONS: Greater involvement of dermatologists is needed in thinking through issues in data collection, data set biases, and applications of technology. Dermatologists can provide access to large, diverse data sets that are increasingly important for building these models.

Sexual dysfunction in men taking systemic dermatologic medication: A systematic review.

BACKGROUND: Prescription medications are among the most common causes of sexual dysfunction, and patients are often hesitant to seek help when experiencing these symptoms. OBJECTIVE: In this review, we identify the available evidence of sexual adverse effects in men using systemic dermatologic medications and suggest screening protocols and actions that may improve a patient's symptoms where possible. METHODS: A systematic review was conducted of all articles in the PubMed database published from the time of inception to May 2018 to identify studies evaluating the use of systemic dermatologic medications in men with evidence of sexual adverse effects. Subsequently, a secondary in-depth literature review was performed for each individual medication. RESULTS: There were 5497 articles reviewed in the primary systematic review, and 59 articles covering 11 systemic dermatologic medications met inclusion criteria. We identified level 1 evidence for sexual adverse effects as a primary outcome in patients taking finasteride. LIMITATIONS: Many included studies were limited by sample size and methodology. CONCLUSION: The information in this review may serve as a reference of adverse effects when deciding on a therapeutic agent and a guide to help identify patients to screen for sexual dysfunction.

Infertility and teratogenicity after paternal exposure to systemic dermatologic medications: A systematic review.

BACKGROUND: This systematic review assesses effects of paternal exposure to dermatologic medications by using the former US Food and Drug Administration (FDA) pregnancy categories as a benchmark. OBJECTIVE: To assess whether systemic dermatologic medications can cause infertility and teratogenicity when taken by men. METHODS: Categories D and X dermatologic medications were identified; a systematic review of the literature and reviews of the FDA Adverse Events Reporting System and prescribing information were performed to identify the effects of these medications on male fertility and teratogenicity. A secondary search was performed to assess for other systemic dermatologic medications causing teratogenicity or infertility following paternal exposure. RESULTS: A total of 13 medications met the inclusion criteria. Of 1,032 studies identified, 19 were included after a systematic review of the literature. Studies evaluating medication effects with paternal exposure were identified for 10 of the 13 evaluated medications, and evidence of a negative effect was identified for 6 medications. LIMITATIONS: We did not encounter any studies for 3 medications that met the inclusion criteria. Information submitted to the FDA Adverse Events Reporting System may not reflect the incidence of side effects. CONCLUSIONS: Many former pregnancy category D and X systemic dermatologic medications also have effects on male fertility. More research and better-quality studies are required in this area, particularly studies assessing potential teratogenicity.

Analysis of spin in the reporting of studies of topical treatments of photoaged skin.

BACKGROUND: Spin-reporting that distorts the interpretation of results-is not unusual within scientific literature. OBJECTIVE: To appraise strategies of spin among placebo-controlled double-blind clinical trials of topical treatments for photoaged skin. METHODS: A systematic review of the literature was performed to identify placebo-controlled double-blind clinical trials of topical treatments for photoaged skin. A survey of spin strategies was developed and applied to the cohort of identified studies. RESULTS: The systematic review led to the identification of 20 studies in which various types of spin strategies, broadly classified as either inappropriate statistical analyses or inappropriate interpretation of results, were used. The most commonly used strategies included use of multiple primary outcomes (95%), inappropriate extrapolation of results from specific outcomes to global improvements (95%), focus on within-group comparisons (75%), and focus on interim analyses to give more weight to nonsignificant findings (65%). LIMITATIONS: Classification of spin strategies was subjective and might not encompass all the methods used in the published literature. CONCLUSION: Findings in this study inform efforts to reduce spin in the dermatologic literature.

Flap Reconstruction of Sarcoma Defects in the Setting of Neoadjuvant and Adjuvant Radiation.

BACKGROUND: Limb-sparing treatment of extremity soft tissue sarcomas requires wide resections and radiation therapy. The resulting complex composite defects necessitate reconstructions using either muscle or fasciocutaneous flaps, often in irradiated wound beds. METHODS: A retrospective chart review was performed of all limb-sparing soft tissue sarcoma resections requiring immediate flap reconstruction from 2012 through 2016. RESULTS: Forty-four patients with 51 flaps were identified: 25 fasciocutaneous and 26 muscle-based flaps. Mean defect size, radiation treatment, and follow-up length were similar between groups. More often, muscle-based flaps were performed in younger patients and in the lower extremity. Seventeen flaps were exposed to neoadjuvant radiation, 12 to adjuvant radiation, 5 to both, and 17 to no radiation therapy. Regardless of radiation treatment, complication rates were comparable, with 28% in fasciocutaneous and 31% in muscle-based groups (p < 0.775). Muscle-based flaps performed within 6 weeks of undergoing radiotherapy were less likely to result in complications than those performed after greater than 6 weeks (p < 0.048). At time of follow-up, Musculoskeletal Tumor Society scores for fasciocutaneous and muscle-based reconstructions, with or without radiation, showed no significant differences between groups (mean [SD]: 91% [8%] vs. 89% [13%]). CONCLUSION: The similar complication rates and functional outcomes in this study support the safety and efficacy of both fasciocutaneous flaps and muscle-based flaps in reconstructing limb-sparing sarcoma resection defects, with or without radiotherapy.

Using Google to Trend Patient Interest in Botulinum Toxin and Hyaluronic Acid Fillers

Introduction: Google Search is an important tool for patients researching skin care treatments and finding dermatologists. Data from individual patient's searches are aggregated by Google and yield powerful data sets that can be used to trend population behaviors. This study investigates the correlations between the volume of Google searches and the number of procedures performed annually for both botulinum toxin type A and hyaluronic acid tissue fillers. Methods: The volume of queries performed between 2005­2016 including [botox] or [hyaluronic acid + Juvederm + Perlane + Restylane + Prevelle] were analyzed in relation to the annual number of procedures using botulinum toxin type A and hyaluronic acid based soft tissue fillers, respectively. Results: The number of procedures performed using botulinum toxin and hyaluronic acid correlated significantly with the relative search volume for related search terms in both the same year (P< .001) and year prior (P< .001). Conclusions: Our findings highlight the importance of Google search data as a resource for understanding patient motivations and behavior. Dermatologists may use this resource as a tool to better address patient concerns and forecast local demand for specific procedures.

Margin Assessment for Punch and Shave Biopsies of Dysplastic Nevi.

INTRODUCTION: Biopsies of atypical melanocytic nevi are among the most commonly performed procedures by dermatologists. Margin assessment is often used to guide re-excision, but can be a point of confusion as negative margins reported in the planes of sections examined do not always reflect complete removal of a lesion. This study investigates the rates of false negative margins after both punch and shave biopsies. METHODS: We performed a retrospective analysis of 50 consecutive punch and shave biopsy specimens (1) diagnosed as DN, and (2) reported as having clear margins in the planes of section examined. Identified specimen blocks were then sectioned through to examine true margin involvement. RESULTS: Of the 50 specimens identified, 20% (n = 10) were found to have positive margins upon additional sectioning. We found no difference between the groups with respect to biopsy technique, type of nevus, degree of atypia, or gender. CONCLUSION: This study observed false negative peripheral margin status in a sizeable proportion of biopsy specimens, which did not vary significantly based on biopsy technique or pathologic characteristics. This finding reflects a limitation of standard tissue processing, in which a limited proportion of the true margin is evaluated, and may be of note to many dermatologists who base their decision to re-excise on the reporting of margin involvement. J Drugs Dermatol. 2018;17(7):810-812.

Scleroderma dermal microvascular endothelial cells exhibit defective response to pro-angiogenic chemokines.

OBJECTIVES: Angiogenesis plays a critical role in SSc (scleroderma). The aim of this study was to examine the expression of growth-regulated protein-γ (Gro-γ/CXCL3), granulocyte chemotactic protein 2 (GCP-2/CXCL6) and their receptor CXCR2 in endothelial cells (ECs) isolated from SSc skin and determine whether these cells mount an angiogenic response towards pro-angiogenic chemokines. The downstream signalling pathways as well as the pro-angiogenic transcription factor inhibitor of DNA-binding protein 1 (Id-1) were also examined. METHODS: Skin biopsies were obtained from patients with dcSSc. ECs were isolated via magnetic positive selection. Angiogenesis was measured by EC chemotaxis assay. RESULTS: Gro-γ/CXCL3 and GCP-2/CXCL6 were minimally expressed in both skin types but elevated in SSc serum. Pro-angiogenic chemokine mRNA was greater in SSc ECs than in normal ECs. SSc ECs did not migrate to vascular endothelial growth factor (VEGF), Gro-γ/CXCL3, GCP-2/CXCL6 or CXCL16. The signalling pathways stimulated by these chemokines were also dysregulated. Id-1 mRNA in SSc ECs was lower compared with normal ECs, and overexpression of Id-1 in SSc ECs increased their ability to migrate towards VEGF and CXCL16. CONCLUSION: Our results show that SSc ECs are unable to respond to pro-angiogenic chemokines despite their increased expression in serum and ECs. This might be due to the differences in the signalling pathways activated by these chemokines in normal vs SSc ECs. In addition, the lower expression of Id-1 also decreases the angiogenic response. The inability of pro-angiogenic chemokines to promote EC migration provides an additional mechanism for the impaired angiogenesis that characterizes SSc.

Association of Patient Risk Factors, Tumor Characteristics, and Treatment Modality With Poor Outcomes in Primary Cutaneous Squamous Cell Carcinoma: A Systematic Review and Meta-analysis.

Importance: Primary cutaneous squamous cell carcinoma is usually curable; however, a subset of patients develops poor outcomes, including local recurrence, nodal metastasis, distant metastasis, and disease-specific death. Objectives: To evaluate all evidence-based reports of patient risk factors and tumor characteristics associated with poor outcomes in primary cutaneous squamous cell carcinoma and to identify treatment modalities that minimize poor outcomes. Data Sources: PubMed, Embase, and SCOPUS databases were searched for studies of the topic in humans, published in the English language, from database inception through February 8, 2022. Study Selection: Two authors independently screened the identified articles and included those that were original research with a sample size of 10 patients or more and that assessed risk factors and/or treatment modalities associated with poor outcomes among patients with primary cutaneous squamous cell carcinoma. Data Extraction and Synthesis: Data extraction was performed by a single author, per international guidelines. The search terms, study objectives, and protocol methods were defined before study initiation. A total of 310 studies were included for full-text assessment. Owing to heterogeneity of the included studies, a random-effects model was used. Data analyses were performed from May 25 to September 15, 2022. Main Outcomes and Measures: For studies of risk factors, risk ratios and incidence proportions; and for treatment studies, incidence proportions. Results: In all, 129 studies and a total of 137 449 patients with primary cutaneous squamous cell carcinoma and 126 553 tumors were included in the meta-analysis. Several patient risk factors and tumor characteristics were associated with local recurrence, nodal metastasis, distant metastasis, disease-specific death, and all-cause death were identified. Among all factors reported by more than 1 study, the highest risks for local recurrence and disease-specific death were associated with tumor invasion beyond subcutaneous fat (risk ratio, 9.1 [95% CI, 2.8-29.2] and 10.4 [95% CI, 3.0- 36.3], respectively), and the highest risk of any metastasis was associated with perineural invasion (risk ratio, 5.0; 95% CI, 2.3-11.1). Patients who received Mohs micrographic surgery had the lowest incidence of nearly all poor outcomes; however, in some results, the 95% CIs overlapped with those of other treatment modalities. Conclusions and Relevance: This meta-analysis identified the prognostic value of several risk factors and the effectiveness of the available treatment modalities. These findings carry important implications for the prognostication, workup, treatment, and follow-up of patients with primary cutaneous squamous cell carcinoma. Trial Registration: PROSPERO Identifier: CRD42022311250.

Skin Cancer in People of Color: A Systematic Review.

BACKGROUND: People of African, Asian, Hispanic or Latino, Pacific Islander, and Native Indian descent are considered people of color by the Skin of Color Society (SOCS). OBJECTIVES: In this study, we assess incidence, risk factors, clinical characteristics, histopathology, treatment, and survival for skin malignancies in people of color as defined by the SOCS, by systematically reviewing the literature. METHODS: An electronic literature search of the PubMed, EMBASE, and MEDLINE databases was performed. Articles published from 1 January 1990 through 12 December 2020 were included in the search. RESULTS: We identified 2666 publications potentially meeting the study criteria. Titles and abstracts of these studies were reviewed and 2353 were excluded. The full text of 313 articles were evaluated and 251 were included in this review. CONCLUSION: Differences in incidence, patterns, treatment, and survival exist among people of color for cutaneous malignancies. Further research and initiatives are needed to account for and mitigate these differences.

Trichophyton mentagrophytes Internal Transcribed Spacer Genotype VIII.

This case report describes large, annular, scaly, and erythematous plaques in the axillae and legs extending from the groin as well as involvement of the chest surrounding the areola.

The Implications of Barbed Sutures on Scar Aesthetics: A Systematic Review.

BACKGROUND: Barbed sutures have become increasingly popular in the field of aesthetic plastic surgery, particularly in body contouring and breast operations, in which the use of barbed sutures may offer both time and cost savings. Scar aesthetics is an important outcome for both surgeons and patients in these procedures; however, there is a paucity of studies assessing the aesthetic outcome of barbed sutures with regard to scarring. METHODS: A systematic review of the PubMed, EMBASE, and Cochrane databases was performed from the date of their inception through July of 2017 using the search terms "barbed suture" combined with "scar" or "wound." Studies were included if they were prospective, evaluator-blind, randomized, controlled trials; closed the dermal layer of incisions using barbed sutures; and included an evaluator-blind aesthetic assessment of scarring. RESULTS: Six prospective, randomized, controlled trials met inclusion criteria. The cosmetic result of scars in 926 patients was evaluated after an average of 8.1 months. Five of the six controlled trials found the aesthetic results of wounds closed with barbed sutures to be equivalent to those closed with traditional sutures, and one study showed significantly superior aesthetic results with barbed sutures. Use of barbed sutures resulted in shorter operating times in four of the five studies that timed incision closure. Similar complication rates were observed in all evaluated studies. CONCLUSION: Based on this systematic review, the majority of studies concluded that there were no differences in scarring aesthetics when dermal layers were closed using barbed sutures compared with traditional suturing techniques.

Googling Aesthetic Plastic Surgery for Patient Insights into the Latest Trends.

BACKGROUND: Analysis of Internet search patterns is rapidly transforming the study of human behavior. Google's data, accessed through Google Trends, have proven extremely insightful in several fields of medical research. Despite its adoption in other fields of medicine, Google Trends has not yet been explored in the field of plastic surgery. METHODS: The number of cosmetic surgery procedures from 2005 through 2016 was obtained from the American Society of Plastic Surgeons annual reports. Using Google Trends, the most commonly used keywords describing each procedure were determined, and data regarding search interest over time, interest across geographic area, and Related Queries were obtained. The number of procedures performed annually was compared to relative search volume from the corresponding year and the year prior to determine correlation. RESULTS: Of the 22 procedures evaluated, the annual number of eight procedures correlated with Internet search volume in the corresponding year, and six procedures correlated with the Internet searches performed in the year prior. Florida and New York were the states with the most searches for these procedures. Related Queries suggested that several factors, such as operative techniques, notable individuals undergoing procedures, and cost, variably drove correlations for different procedures. CONCLUSIONS: Google Trends is a powerful tool that can be used to better understand patient interest in, questions about, and decisions regarding cosmetic surgery procedures. These findings warrant action by aesthetic surgeons to increase interest, address misinformation, and help patients fill the gaps of information missed by Internet searches.

Comparison of Clinical and Electrocardiographic Predictors of Ischemic and Nonischemic Cardiomyopathy During the Initial Evaluation of Patients With Reduced (≤40%) Left Ventricular Ejection Fraction.

Invasive coronary angiography is routinely performed during the initial evaluation of patients with suspected cardiomyopathy with reduced left ventricular function. Clinical and electrocardiographic (ECG) data may accurately predict ischemic cardiomyopathy (IC). Medical records of adults referred for coronary angiography for evaluation of left ventricular ejection fraction ≤40% from 2010 to 2014 were retrospectively reviewed. Patients with myocardial infarction (MI), previous coronary revascularization, cardiac surgery, or left-sided valvular disease were excluded. IC was defined as ≥70% diameter stenosis of the left main, proximal left anterior descending, or involvement of ≥2 epicardial coronary arteries. A risk model was developed from logistic regression coefficients, with a dichotomous cut-point based on the maximal Youden's index from the receiver-operating characteristic curve. A total of 273 patients met study inclusion criteria. Mean age was 56.8 ± 11.6 and 68.1% were men. IC was identified in 41 patients (15%). Patients with IC were more likely to have ECG evidence of Q-wave MI (34% vs 13%, p <0.001) and less likely to have left bundle branch block (2% vs 15%, p = 0.03) than non-IC. A model including age, hypertension, diabetes mellitus, tobacco use, ECG evidence of ST or T-wave abnormalities concerning for ischemia, and previous Q-wave MI, yielded a 95% negative predictive value for IC. In conclusion, at an urban referral hospital, the prevalence of IC was low. Left bundle branch block on electrocardiography was rarely associated with IC. A risk score incorporating clinical and ECG abnormalities identified patients at a low likelihood for IC.

Activation of the Thromboxane A2 Receptor by 8-Isoprostane Inhibits the Pro-Angiogenic Effect of Vascular Endothelial Growth Factor in Scleroderma.

The pathogenesis of scleroderma (SSc) includes components of autoimmunity, vascular dysfunction, and accumulation of extracellular matrix. 8-isoprostane, an oxidized lipid created by oxidative stress, activates the thromboxane A2 receptor (TXAR) and the Rho-associated kinase (ROCK) pathway. In this study, we determined whether the TXAR was activated by 8-isoprostane in SSc endothelial cells (ECs) and whether this pathway inhibited VEGF-induced angiogenesis. Elevated 8-isoprostane was observed in plasma and conditioned media from SSc patients. SSc-conditioned media inhibited EC tube formation, whereas addition of vitamin E, by reducing 8-isoprostane, increased tube formation. VEGF did not induce angiogenesis in SSc ECs, but vitamin E or TXAR inhibition restored its effect. The expression of TXAR, RhoA, and ROCK1/2 was elevated in SSc ECs. ROCK activity and 8-isoprostane-induced ROCK activation were significantly higher in SSc ECs, whereas VEGF had no effect. The hyper-activation of the TXAR leads to inhibition of VEGF-induced angiogenesis, as inhibition of the TXAR pathway results in a blockade of 8-isoprostane-induced ROCK activation and restoration of VEGF activity. These results suggest that the TXAR pathway has a crucial role in angiogenesis and that 8-isoprostane is not just a by-product of oxidative stress but also has a significant role in the impaired angiogenesis that characterizes SSc.