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      Dermatologic Disease-Directed Targeted Therapy (D 3T 2): The Application of Biomarker-Based Precision Medicine for the Personalized Treatment of Skin Conditions—Precision Dermatology

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          Abstract

          Precision dermatology uses individualized dermatologic disease-directed targeted therapy (D 3T 2) for the management of dermatoses and for the evaluation and therapy of cutaneous malignancies. Personalized/precision strategies are based on biomarkers that are most frequently derived from tissue transcriptomic expression or genomic sequencing or from circulating cytokines. For instance, the pathologic diagnosis of a pigmented lesion and determining the prognosis of a malignant melanocytic neoplasm can be enhanced by genomic/transcriptomic analysis. In addition to biopsy, innovative techniques have been developed for obtaining transcriptomes in skin conditions; as an example, patches can be applied to a psoriasis plaque for a few minutes to capture the epidermis/upper dermis transcriptome. Atopic dermatitis and prurigo nodularis may also be candidate conditions for precision dermatology. Precision dermatology has a role in managing melanoma and nonmelanoma skin cancers and rare cutaneous tumors—such as perivascular epithelioid cell tumor (PEComa)—that can originate in or metastasize to the skin. For instance, advanced/metastatic basal cell carcinomas can be treated with Hedgehog inhibitors (vismodegib and sonidegib) targeting the smoothened ( SMO) or patched 1 ( PTCH1) gene alterations that are a hallmark of these cancers and activate the Hedgehog pathway. Advanced/metastatic basal and cutaneous squamous cell cancers often have a high tumor mutational burden (which predicts immunotherapy response); immune checkpoint blockade with cemiplimab, a programmed cell death protein 1 (PD1) inhibitor, is now approved for these malignancies. Gene expression profiling of primary cutaneous squamous cell carcinoma can identify those individuals at high risk for subsequent metastases. In the realm of rare neoplasms, PEComas—which can originate in the skin, albeit uncommonly—have tuberous sclerosis complex 1 ( TSC1)/tuberous sclerosis complex 2 ( TSC2) gene alterations, which activate mammalian target of rapamycin (mTOR) signaling, and can be suppressed by nab-sirolimus, now approved for this condition. In summary, precision dermatologic techniques/strategies are an important emerging approach for evaluation and management of skin disorders and cutaneous neoplasms, and may serve as a paradigm for the application of precision medicine beyond dermatology.

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          Most cited references103

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          Pathophysiology, Clinical Presentation, and Treatment of Psoriasis: A Review

          Approximately 125 million people worldwide have psoriasis. Patients with psoriasis experience substantial morbidity and increased rates of inflammatory arthritis, cardiometabolic diseases, and mental health disorders.
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            The Challenges of Tumor Mutational Burden as an Immunotherapy Biomarker

            Tumor mutational burden (TMB) reflects cancer mutation quantity. Mutations are processed to neo-antigens and presented by major histocompatibility complex (MHC) proteins to T cells. To evade immune eradication, cancers exploit checkpoints that dampen T cell reactivity. Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enabling T cell reactivation; however, response biomarkers are required, as most patients do not benefit. Higher TMB results in more neo-antigens, increasing chances for T cell recognition, and clinically correlates with better ICI outcomes. Nevertheless, TMB is an imperfect response biomarker. A composite predictor that also includes critical variables, such as MHC and T cell receptor repertoire, is needed.
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              Molecular profiling of cancer patients enables personalized combination therapy: the I-PREDICT study

              Cancer treatments have evolved from indiscriminate cytotoxic agents to selective genome- and immune-targeted drugs that have transformed outcomes for some malignancies. 1 Tumor complexity and heterogeneity suggest that the “precision medicine” paradigm of cancer therapy requires treatment to be personalized to the individual patient. 2–6 To date, precision oncology trials have been based upon molecular matching with predetermined monotherapies. 7–14 Several of these trials have been hindered by very low matching rates, often in the 5–10% range, 15 and low response rates. Low matching rates may be due to the use of limited gene panels, restrictive molecular matching algorithms, lack of drug availability or the deterioration and death of end-stage patients before therapy can be implemented. We hypothesized that personalized treatment with combination therapies would improve outcomes in patients with refractory malignancies. As a first test of this concept, we implemented a cross-institutional, prospective study (I-PREDICT, NCT02534675) that used tumor DNA sequencing and timely recommendations for individualized treatment with combination therapies. We found that administration of customized multi-drug regimens was feasible, with 49% of consented patients receiving personalized treatment. Targeting of a larger fraction of identified molecular alterations, yielding a higher “matching score,” was correlated with significantly improved disease control rates, as well as longer progression-free and overall survival rates, as compared to when fewer somatic alterations were targeted. Our findings suggest that the current clinical trial paradigm for precision oncology, which pairs one driver mutation with one drug, may be optimized by treating molecularly complex and heterogeneous cancers with combinations of customized agents.
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                Author and article information

                Contributors
                mitehead@gmail.com
                Journal
                Dermatol Ther (Heidelb)
                Dermatol Ther (Heidelb)
                Dermatology and Therapy
                Springer Healthcare (Cheshire )
                2193-8210
                2190-9172
                19 September 2022
                19 September 2022
                October 2022
                : 12
                : 10
                : 2249-2271
                Affiliations
                [1 ]GRID grid.27860.3b, ISNI 0000 0004 1936 9684, Department of Dermatology, Davis Medical Center, , University of California, ; Sacramento, CA USA
                [2 ]GRID grid.265117.6, ISNI 0000 0004 0623 6962, Touro University California College of Osteopathic Medicine, ; Vallejo, CA USA
                [3 ]GRID grid.30760.32, ISNI 0000 0001 2111 8460, Department of Medicine, , Medical College of Wisconsin Cancer Center and Genome Sciences and Precision Medicine Center, ; Milwaukee, WI USA
                [4 ]Worldwide Innovative Network (WIN) for Personalized Cancer Therapy, Villejuif, France
                [5 ]GRID grid.266100.3, ISNI 0000 0001 2107 4242, University of California, ; 10991 Twinleaf Court, San Diego, CA 92131 USA
                Article
                801
                10.1007/s13555-022-00801-2
                9515268
                36121579
                ed54d43c-446c-4bd4-a52b-caf50370f215
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/.

                History
                : 4 August 2022
                : 23 August 2022
                Categories
                Review
                Custom metadata
                © The Author(s) 2022

                Dermatology
                atopic dermatitis,basal cell carcinoma,melanoma,precision dermatology,perivascular epithelioid cell tumor,precision medicine,prurigo nodularis,psoriasis,squamous cell carcinoma,targeted therapy

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