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1.
Dermatology ; 239(6): 952-957, 2023.
Article in English | MEDLINE | ID: mdl-37722370

ABSTRACT

BACKGROUND: Patients with alopecia areata (AA) may access a wide range of sources for information about AA, including the recently developed ChatGPT. Assessing the quality of health information provided by these sources is crucial, as patients are utilizing them in increasing numbers. OBJECTIVES: The aim of the study was to evaluate appropriateness and accuracy of responses to common patient questions about AA generated by ChatGPT. METHODS: Responses generated by ChatGPT 3.5 and ChatGPT 4.0 to 25 questions addressing common patient concerns were assessed by multiple attending dermatologists in an academic center for appropriateness and accuracy. Appropriateness of responses by both models for use in two hypothetical contexts as follows: (1) for patient-facing general information websites, and (2) for electronic health record (EHR) message drafts. RESULTS: The accuracy across all responses was 4.41 out of 5. Accuracy scores of responses ChatGPT 3.5 responses had a mean of 4.29, whereas those generated by ChatGPT 4.0 had mean accuracy score of 4.53. Assessments ranged from 100% of responses rated as appropriate for the general question category to 79% questions about management for an EHR message draft. Raters largely preferred responses generated by ChatGPT 4.0 versus ChatGPT 3.5. Reviewer agreement was found to be moderate across all questions, with a 53.7% agreement and Fleiss' κ co-efficient of 0.522 (p value <0.001). CONCLUSIONS: The large language model ChatGPT outputted mostly appropriate information for common patient concerns. While not all responses were accurate, the trend toward improvement with newer iterations suggests potential future utility for patients and dermatologists.


Subject(s)
Alopecia Areata , Humans , Alopecia Areata/drug therapy , Head , Language , Research Personnel
2.
Arch Dermatol Res ; 315(2): 215-221, 2023 Mar.
Article in English | MEDLINE | ID: mdl-35279741

ABSTRACT

Improved repigmentation of generalized vitiligo in skin types IV-VI has been reported in clinical response to combined therapy with apremilast and narrowband (NB)-UVB; however, tissue responses to combined therapy versus NB-UVB monotherapy have not been elucidated. We compared the change from baseline in cellular and molecular markers in vitiligo skin after combined therapy versus NB-UVB monotherapy. We assessed lesional and nonlesional skin samples from enrolled subjects and evaluated for immune infiltrates, inflammatory, and melanogenesis-related markers which were compared across different treatment groups. Combined therapy resulted in significant reduction of CD8+T cells and CD11c+ dendritic cells, downregulation of PDE4B and Th17-related markers, and upregulation of melanogenesis markers. This study was limited to small sample size, skin types IV-VI, and high dropout rate. Our molecular findings support the clinical analysis that apremilast may potentiate NB-UVB in repigmentation of generalized vitiligo in skin types IV-VI.


Subject(s)
Ultraviolet Therapy , Vitiligo , Humans , Vitiligo/drug therapy , Vitiligo/radiotherapy , Pilot Projects , Ultraviolet Therapy/methods , Skin , Treatment Outcome , Combined Modality Therapy
5.
Cutis ; 106(3): 134-137;139;E1, 2020 Sep.
Article in English | MEDLINE | ID: mdl-33104122

ABSTRACT

There are many undesirable manifestations that arise as one ages. One of the most notable undesired effects is increasing skin laxity. Traditionally, the gold standard of treatment is surgical correction of skin laxity. However, demand for noninvasive aesthetic procedures has grown due to minimal risk and accelerated recovery time. Over the years, many new devices have become available for addressing skin laxity including laser therapy, radiofrequency (RF), ultrasound, and intense pulsed light (IPL). This article discusses these various noninvasive treatment options and seeks to give providers details of the science behind each device.


Subject(s)
Cosmetic Techniques , Laser Therapy , Skin Aging , Humans , Skin , Ultrasonography
6.
J Drugs Dermatol ; 18(8): 731-740, 2019 Aug 01.
Article in English | MEDLINE | ID: mdl-31424705

ABSTRACT

IMPORTANCE: There are increasing options for systemic combination therapy for psoriasis but a lack of literature around the characteristics of patients who are started on these regimens. OBJECTIVE: We aimed to determine how combination systemic therapy patients differ from monotherapy patients in their social, medical, or treatment history. DESIGN: This was a cross-sectional study of patients enrolled in the Corrona Psoriasis Registry. Descriptive characteristics were compared in biologic monotherapy and combination therapy groups. SETTING: The Corrona PsO registry is a prospective multicenter observational disease-based registry with patients recruited from 154 private and academic practice sites in the US and Canada with 373 participating dermatologists. PARTICIPANTS: Patients 18 years of age or older who enrolled in the Corrona Psoriasis Registry between April 2015 and March 2017 and initiated an eligible biologic therapy at the time of enrollment were included. EXPOSURES: Eligible biologic therapies included adalimumab, etanercept, infliximab, ixekizumab, secukinumab, and ustekinumab. Non-biologic and small molecule adjunctive therapies included acitretin, apremilast, CsA, and MTX. RESULTS: Patients on combination therapy were more likely to identify as black, to have Medicaid, and to report disabled work status. While combination therapy patients were more likely to have concomitant PsA, no major differences were seen in disease morphology, duration, IGA, PASI, or BSA affected at treatment initiation. CONCLUSIONS: Various demographic and socioeconomic factors are associated with use of combination systemic therapy compared to use of systemic monotherapy for psoriasis. An association with commonly used disease severity indices was not observed. RELEVANCE: An understanding of which patients are more likely to be prescribed combination systemic therapy will provide important context for long-term efficacy and safety data as they become available.


Subject(s)
Biological Products/therapeutic use , Dermatologic Agents/therapeutic use , Psoriasis/drug therapy , Adolescent , Adult , Aged , Canada , Cross-Sectional Studies , Drug Therapy, Combination , Female , Humans , Male , Middle Aged , Patient Reported Outcome Measures , Prospective Studies , Psoriasis/diagnosis , Registries/statistics & numerical data , Severity of Illness Index , Treatment Outcome , United States , Young Adult
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