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1.
Arch Dermatol Res ; 316(6): 213, 2024 May 24.
Artigo em Inglês | MEDLINE | ID: mdl-38787431

RESUMO

Previous observational studies have linked inflammatory skin diseases with mental health issues and neuroticism. However, the specific impact of neuroticism and its subclusters (i.e. worry, depressed affect, and sensitivity to environmental stress and adversity) on these conditions remains underexplored. In this work, we explored causal associations between common inflammatory skin diseases and neuroticism. We conducted a two-sample, bidirectional Mendelian randomization (MR) analysis using data from genome-wide association studies in psoriasis, atopic dermatitis, neuroticism and relevant genetic subclusters conducted on participants of European ancestry. Corrections for sample overlap were applied where necessary. We found that psoriasis was causally associated with increased levels of worry (odds ratio, 95% confidence intervals: 1.011, 1.006-1.016, P = 3.84 × 10-6) while none of the neuroticism subclusters showed significant association with psoriasis. Sensitivity analyses revealed considerable evidence of directional pleiotropy between psoriasis and neuroticism traits. Conversely, genetic liability to atopic dermatitis did not exhibit any significant association with neuroticism traits. Notably, genetically predicted worry was linked to an elevated risk of atopic dermatitis (odds ratio, 95% confidence intervals: 1.227, 1.067-1.41, P = 3.97 × 10-3). Correction for overlapping samples confirmed the robustness of these results. These findings suggest potential avenues for future interventions aimed at reducing stress and worry among patients with inflammatory skin conditions.


Assuntos
Dermatite Atópica , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Análise da Randomização Mendeliana , Neuroticismo , Psoríase , Humanos , Psoríase/genética , Psoríase/psicologia , Psoríase/epidemiologia , Dermatite Atópica/genética , Dermatite Atópica/psicologia , Dermatite Atópica/epidemiologia , Polimorfismo de Nucleotídeo Único
2.
J Eur Acad Dermatol Venereol ; 38(6): 1121-1130, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38308561

RESUMO

BACKGROUND: Despite that brodalumab's efficacy and safety have been assessed in randomized clinical trials, real-life data remain scarce. BrIDGE was an observational, prospective, single-cohort, multicentre study that recruited patients with moderate-to severe plaque psoriasis in Greece. OBJECTIVES: The primary objective was to assess the proportion of patients who achieved Psoriasis Area and Severity Index (PASI)100 after 24 weeks. Other endpoints included: the maintenance of PASI90/100 through to 104 weeks, the short-term response [PASI75/90/100 and static Physician's Global Assessment (sPGA) 0/1] to brodalumab at 12-16 weeks and time to complete clearance. Moreover, we explored the change in quality of life [Dermatology Life Quality Index (DLQI) 0/1] and adherence to brodalumab. METHODS: Two hundred patients who were initiating treatment with or switching to brodalumab, were recruited. Analyses were conducted using the as observed data and three imputation approaches were also applied for the missing data (last observation carried forward, 'worst case' and 'best case' scenario). Continuous variables were reported using summary statistics, whereas categorical variables were reported in frequency tables. RESULTS: Based on the 'as observed data', 42.0% of patients achieved PASI100 at Week 24 after 25.9 ± 3.5 weeks and 65% of patients attained PASI100 at Week 104. In total, 70.2%, 47.5% and 32.0% achieved PASI75/90/100, respectively, whereas 72.6% of patients achieved sPGA 0/1, at Weeks 12-16. With respect to sPGA status 82.8%, 89.2% and 92.5% of patients achieved sPGA 0/1 at Weeks 24, 52 and 104, respectively. The time to achieve PASI100 at Weeks 12-16 was 13.7 ± 1.3, 52.1 ± 3.4 weeks at Week 52 and 105.5 ± 4.8 weeks at Week 104. Mean DLQI and Psoriasis Symptom Inventory (PSI) scores decreased by 11.4 ± 7.0 and 15.4 ± 6.5 points from baseline to Week 104, respectively. Adherence to treatment was equal to 98.9%. CONCLUSIONS: Brodalumab confers rapid and durable responses, as well as improvements in the quality of life of moderate-to-severe psoriasis patients.


Assuntos
Anticorpos Monoclonais Humanizados , Psoríase , Qualidade de Vida , Índice de Gravidade de Doença , Humanos , Psoríase/tratamento farmacológico , Anticorpos Monoclonais Humanizados/uso terapêutico , Masculino , Grécia , Feminino , Pessoa de Meia-Idade , Estudos Prospectivos , Adulto , Fármacos Dermatológicos/uso terapêutico , Resultado do Tratamento
3.
Genes Immun ; 24(5): 236-247, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37717118

RESUMO

In recent years, genome-wide association studies (GWAS) have been instrumental in unraveling the genetic architecture of complex diseases, including psoriasis. The application of large-scale GWA studies in psoriasis has illustrated several associated loci that participate in the cutaneous inflammation, however explaining a fraction of the disease heritability. With the advent of high-throughput sequencing technologies and functional genomics approaches, the post-GWAS era aims to unravel the functional mechanisms underlying the inter-individual variability in psoriasis patients. In this review, we present the key advances of psoriasis GWAS in under-represented populations, rare, non-coding and structural variants and epistatic phenomena that orchestrate the interplay between different cell types. We further review the gene-gene and gene-environment interactions contributing to the disease predisposition and development of comorbidities through Mendelian randomization studies and pleiotropic effects of psoriasis-associated loci. We finally examine the holistic approaches conducted in psoriasis through system genetics and state-of-the-art transcriptomic analyses, discussing their potential implication in the expanding field of precision medicine and characterization of comorbidities.


Assuntos
Estudo de Associação Genômica Ampla , Psoríase , Humanos , Predisposição Genética para Doença , Psoríase/genética , Genômica , Perfilação da Expressão Gênica
4.
Pharmacol Ther ; 248: 108466, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37301330

RESUMO

Melanoma, the cancer of the melanocyte, is the deadliest form of skin cancer with an aggressive nature, propensity to metastasize and tendency to resist therapeutic intervention. Studies have identified that the re-emergence of developmental pathways in melanoma contributes to melanoma onset, plasticity, and therapeutic response. Notably, it is well known that noncoding RNAs play a critical role in the development and stress response of tissues. In this review, we focus on the noncoding RNAs, including microRNAs, long non-coding RNAs, circular RNAs, and other small RNAs, for their functions in developmental mechanisms and plasticity, which drive onset, progression, therapeutic response and resistance in melanoma. Going forward, elucidation of noncoding RNA-mediated mechanisms may provide insights that accelerate development of novel melanoma therapies.


Assuntos
Melanoma , MicroRNAs , RNA Longo não Codificante , Humanos , RNA não Traduzido/genética , MicroRNAs/genética , MicroRNAs/metabolismo , Melanoma/tratamento farmacológico , Melanoma/genética , RNA Longo não Codificante/genética , RNA Circular
5.
Cancers (Basel) ; 15(12)2023 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-37370736

RESUMO

The advent of immunotherapy and targeted therapies in treating dermatological malignancies has dramatically changed the landscape of dermato-oncology in recent years. Their superior efficacy compared to previous therapeutic options, such as chemotherapy, has resulted in their use in treating devastating malignancies, such as melanoma or unresectable/metastatic basal cell and squamous cell carcinoma. Skin toxicity is a critical safety consideration, among other adverse reactions, that can occur under treatment with these agents. This article aims to summarize the cutaneous side effects of immune checkpoint inhibitors and targeted dermato-oncological therapies. Although the skin side effects of these agents are primarily mild, they can occasionally affect the decision for treatment continuation and the quality of life of the affected patients. Therefore, physicians must be acquainted with the specific cutaneous toxicity profile of such treatments to mitigate their impact on the patients and optimize the overall outcome of dermato-oncological therapy.

6.
J Clin Med ; 12(12)2023 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-37373692

RESUMO

Atopic dermatitis (AD) or atopic eczema is an increasingly manifested inflammatory skin disorder of complex etiology which is modulated by both extrinsic and intrinsic factors. The exposome includes a person's lifetime exposures and their effects. We recently reviewed the extrinsic exposome's environmental risk factors that contribute to AD. The periods of pregnancy, infancy, and teenage years are recognized as crucial stages in the formation of AD, where the exposome leads to enduring impacts on the immune system. However, research is now focusing on the interactions between intrinsic pathways that are modulated by the extrinsic exposome, including genetic variation, epigenetic modifications, and signals, such as diet, stress, and microbiome interactions. As a result, immune dysregulation, barrier dysfunction, hormonal fluctuations, and skin microbiome dysbiosis are important factors contributing to AD development, and their in-depth understanding is crucial not only for AD treatment but also for similar inflammatory disorders.

7.
Artigo em Inglês | MEDLINE | ID: mdl-37075336

RESUMO

Acid-fast bacteria can be implicated in skin and soft tissue infections. Diagnostic identification can be challenging or not feasible by routine laboratory techniques, especially if there is no access to the Matrix Assisted Laser Desorption Ionization Time of Flight Mass Spectrometry (MALDI-TOF MS) technology. Here, we present two cases of skin and soft tissue infections caused by two different acid-fast bacteria, Nocardia brasiliensis and Mycobacterium marinum. They both grew on Löwenstein-Jensen medium, Sabouraud agar medium and blood agar medium. Both bacteria appeared acid-fast by Ziehl-Neelsen stain and Gram-positive by Gram stain. The identification was performed by MALDI-TOF MS and gene analysis. N. brasiliensis and nontuberculous mycobacterium M. marinum represent rare pathogens that cause severe skin and soft tissue infections. Failure to identify the causative agent and subsequent inappropriate or inadequate treatment may lead to severe complications or even disseminated disease, especially in immunocompromised individuals.


Assuntos
Mycobacterium marinum , Infecções dos Tecidos Moles , Humanos , Ágar , Infecções dos Tecidos Moles/diagnóstico , Bactérias/química , Meios de Cultura/química , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos
8.
J Clin Med ; 12(6)2023 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-36983182

RESUMO

Atopic dermatitis (AD) is a chronic inflammatory skin condition that affects more than 200 million people worldwide, including up to 20% of children and 10% of the adult population. Although AD appears frequently in childhood and often continues into adulthood, about 1 in 4 adults develop the adult-onset disease. The prenatal period, early childhood, and adolescence are considered critical timepoints for the development of AD when the exposome results in long-lasting effects on the immune system. The exposome can be defined as the measure of all the exposures of an individual during their lifetime and how these exposures relate to well-being. While genetic factors could partially explain AD onset, multiple external environmental exposures (external exposome) in early life are implicated and are equally important for understanding AD manifestation. In this review, we describe the conceptual framework of the exposome and its relevance to AD from conception and across the lifespan. Through a spatiotemporal lens that focuses on the multi-level phenotyping of the environment, we highlight a framework that embraces the dynamic complex nature of exposome and recognizes the influence of additive and interactive environmental exposures. Moreover, we highlight the need to understand the developmental origins of AD from an age-related perspective when studying the effects of the exposome on AD, shifting the research paradigm away from the per se categorized exposome factors and beyond clinical contexts to explore the trajectory of age-related exposome risks and hence future preventive interventions.

9.
Genes (Basel) ; 14(2)2023 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-36833372

RESUMO

The clinical heterogeneity regarding the response profile of the antitumor necrosis factor (anti-TNF) in patients with Crohn's disease (CD) and psoriasis (PsO) is attributed, amongst others, to genetic factors that influence the regulatory mechanisms which orchestrate the inflammatory response. Here, we investigated the possible associations between the MIR146A rs2910164 and MIR155 rs767649 variants and the response to anti-TNF therapy in a Greek cohort of 103 CD and 100 PsO patients. We genotyped 103 CD patients and 100 PsO patients via the PCR-RFLP method, utilizing the de novo formation of a restriction site for the SacI enzyme considering the MIR146A rs2910164, while Tsp45I was employed for the MIR155 rs767649 variant. Additionally, we investigated the potential functional role of the rs767649 variant, exploring in silico the alteration of transcription factor binding sites (TFBSs) mapped on its genomic location. Our single-SNP analysis displayed a significant association between the rare rs767649 A allele and response to therapy (Bonferroni-corrected p value = 0.012) in patients with PsO, a result further enhanced by the alteration in the IRF2 TFBS caused by the above allele. Our results highlight the protective role of the rare rs767649 A allele in the clinical remission of PsO, implying its utilization as a pharmacogenetic biomarker.


Assuntos
Doença de Crohn , MicroRNAs , Psoríase , Humanos , Doença de Crohn/genética , Inibidores do Fator de Necrose Tumoral/uso terapêutico , Testes Farmacogenômicos , Polimorfismo Genético , Psoríase/patologia , MicroRNAs/genética
10.
Pharmacogenomics J ; 23(1): 8-13, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36229649

RESUMO

Although cyclosporine comprises a well-established systemic therapy for psoriasis, patients show important heterogeneity in their treatment response. The aim of our study was the pharmacogenetic analysis of 200 Greek patients with psoriasis based on the cyclosporine pathway related protein-protein interaction (PPI) network, reconstructed through the PICKLE meta-database. We genotyped 27 single nucleotide polymorphisms, mapped to 22 key protein nodes of the cyclosporine pathway, via the utilization of the iPLEX®GOLD panel of the MassARRAY® System. Single-SNP analyses showed statistically significant associations between CALM1 rs12885713 (P = 0.0108) and MALT1 rs2874116 (P = 0.0006) polymorphisms with positive response to cyclosporine therapy after correction for multiple comparisons, with the haplotype analyses further enhancing the predictive value of rs12885713 as a pharmacogenetic biomarker for cyclosporine therapy (P = 0.0173). Our findings have the potential to improve our prediction of cyclosporine efficacy and safety in psoriasis patients, as well as provide the framework for the pharmacogenetics of biological therapies in complex diseases.


Assuntos
Ciclosporina , Psoríase , Humanos , Ciclosporina/uso terapêutico , Testes Farmacogenômicos , Grécia , Psoríase/tratamento farmacológico , Psoríase/genética , Farmacogenética
11.
Artigo em Inglês | LILACS-Express | LILACS | ID: biblio-1431360

RESUMO

ABSTRACT Acid-fast bacteria can be implicated in skin and soft tissue infections. Diagnostic identification can be challenging or not feasible by routine laboratory techniques, especially if there is no access to the Matrix Assisted Laser Desorption Ionization Time of Flight Mass Spectrometry (MALDI-TOF MS) technology. Here, we present two cases of skin and soft tissue infections caused by two different acid-fast bacteria, Nocardia brasiliensis and Mycobacterium marinum. They both grew on Löwenstein-Jensen medium, Sabouraud agar medium and blood agar medium. Both bacteria appeared acid-fast by Ziehl-Neelsen stain and Gram-positive by Gram stain. The identification was performed by MALDI-TOF MS and gene analysis. N. brasiliensis and nontuberculous mycobacterium M. marinum represent rare pathogens that cause severe skin and soft tissue infections. Failure to identify the causative agent and subsequent inappropriate or inadequate treatment may lead to severe complications or even disseminated disease, especially in immunocompromised individuals.

12.
Dermatol Ther ; 35(12): e15886, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36184757

RESUMO

Brodalumab's clinical efficacy and favorable safety profile have been demonstrated during controlled clinical trials, but real-world data remain scarce. BrIDGE, an ongoing 104 week, observational, prospective, multicenter study conducted in Greece, enrolled moderate-to-severe plaque psoriasis patients, with body surface area (BSA) > 10 or psoriasis area severity index score (PASI) > 10 and dermatology life quality index (DLQI) > 10, based on European consensus, initiating brodalumab treatment as per routine clinical practice. This interim analysis includes evaluations 12-16 weeks following treatment initiation. Key efficacy endpoints included proportion of patients achieving static Physician's Global Assessment (sPGA) score of "clear/almost clear" (0/1) and a reduction ≥75%, 90%, 100% from baseline in PASI (PASI75, PASI90, and PASI100) at weeks 12-16. Other endpoints included time to achieve PASI100, changes in self-reported DLQI and psoriasis symptom inventory (PSI) at weeks 12-16. From 200 patients (mean age 51.4 years, 70% male, mean disease duration 13.8 years) enrolled, 72.8% achieved sPGA of 0/1, whereas 70.2%, 47.5%, and 32.0% achieved corresponding PASI75, PASI90, and PASI100 responses following 12-16 weeks of brodalumab treatment, according to the "as-observed" analysis. The mean time to achieve PASI100 was 13.7 ± 1.2 weeks for the 32% who achieved PASI100. Concurrent decreases in mean DLQI and PSI were observed. Furthermore, 90% adherence to brodalumab was noted and nine adverse events were reported. Brodalumab confers substantial clinical improvements short-term as reflected by high levels of skin clearance in moderate-to-severe plaque psoriasis patients within 12-16 weeks of treatment under everyday clinical conditions, followed by improvements in symptoms and quality of life and a favorable safety profile.


Assuntos
Psoríase , Qualidade de Vida , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Grécia , Estudos Prospectivos , Anticorpos Monoclonais/efeitos adversos , Índice de Gravidade de Doença , Psoríase/diagnóstico , Psoríase/tratamento farmacológico , Psoríase/induzido quimicamente , Resultado do Tratamento
13.
Postepy Dermatol Alergol ; 39(4): 651-655, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36090722

RESUMO

Nipple pain and discomfort during or after breastfeeding remains one of the most common reasons for premature cessation of lactation among the affected women. The belief that yeasts, and especially Candida spp., are responsible for such symptoms is highly supported by many physicians, midwives, or lactation specialists, but is also viewed with scepticism by other health care providers. The aim of this paper is to provide an updated report of the evidence against, as well as in favour of, the "Candida hypothesis". Several studies have documented that lactating women with symptoms such as nipple soreness, with or without radiating breast pain, are more likely to test positive for Candida spp. than non-symptomatic women. However, its role as an undisputable aetiopathogenic factor for infection in these cases cannot always be established. Physicians should evaluate thoroughly such patients, because early and correct recognition of the underlying problem can prevent phenomena of early weaning.

14.
Biomedicines ; 10(8)2022 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-36009480

RESUMO

Despite the increasing research and clinical interest in the predisposition of psoriasis, a chronic inflammatory skin disease, the multitude of genetic and environmental factors involved in its pathogenesis remain unclear. This complexity is further exacerbated by the several cell types that are implicated in Psoriasis's progression, including keratinocytes, melanocytes and various immune cell types. The observed interactions between the genetic substrate and the environment lead to epigenetic alterations that directly or indirectly affect gene expression. Changes in DNA methylation and histone modifications that alter DNA-binding site accessibility, as well as non-coding RNAs implicated in the post-transcriptional regulation, are mechanisms of gene transcriptional activity modification and therefore affect the pathways involved in the pathogenesis of Psoriasis. In this review, we summarize the research conducted on the environmental factors contributing to the disease onset, epigenetic modifications and non-coding RNAs exhibiting deregulation in Psoriasis, and we further categorize them based on the under-study cell types. We also assess the recent literature considering therapeutic applications targeting molecules that compromise the epigenome, as a way to suppress the inflammatory cutaneous cascade.

15.
J Dermatolog Treat ; 33(7): 3053-3059, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36000186

RESUMO

OBJECTIVE: To assess the real-world clinical treatment outcomes with brodalumab in patients with moderate-to-severe plaque psoriasis in Greece. MATERIALS AND METHODS: This was a longitudinal, retrospective, real-world analysis of data from medical records of 106 patients with moderate-to-severe plaque psoriasis, treated with brodalumab for up to 24 months at four University Dermatology Centers in Greece. Efficacy assessments of psoriasis severity [Psoriasis Area and Severity Index (PASI) and Body Surface Area affected (BSA) scores] and its impact on patients' quality of life (QoL) [Dermatology Life Quality Index (DLQI) score] were evaluated at different timepoints up to 24 months. RESULTS: Treatment with brodalumab reduced both mean PASI (14.0-1.5, p < .001) and BSA scores (21.6-2.5, p < .001) across all visits. This effect was accompanied by reduction in mean DLQI score (12.8-2.1, p < .001) across all visits compared with baseline. Moreover, therapeutic efficacy was affected by prior biologic treatment exposure, as biologic naïve patients had greater reductions in all scores from baseline following treatment with brodalumab (numerical for mean PASI, significant for mean BSA and DLQI scores). CONCLUSION: Brodalumab is effective long term, improving disease severity and health-related QoL in patients with moderate-to-severe plaque psoriasis in a real-world setting.


Assuntos
Produtos Biológicos , Dermatologia , Psoríase , Humanos , Qualidade de Vida , Estudos Retrospectivos , Grécia , Psoríase/tratamento farmacológico , Psoríase/complicações , Índice de Gravidade de Doença , Resultado do Tratamento , Produtos Biológicos/uso terapêutico
16.
Dermatol Ther ; 35(6): e15484, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35373423

RESUMO

Fixed combination calcipotriol/betamethasone (Cal/BD) aerosol foam has been shown to be effective in psoriasis treatment in clinical trials, but real-world evidence is currently sparse. The real-world CELSUS study in Greece found that Cal/BD aerosol foam treatment was effective and associated with satisfaction in psoriasis patients. Patients from the CELSUS study (N = 400) were stratified by baseline disease severity according to physician's global assessment (PGA) score (mild vs. moderate vs. severe) and by previous psoriasis treatment (naïve vs. treatment-experienced). Proportions of patients achieving treatment success (clear/almost clear [PGA 0/1]) after 4 weeks' treatment with Cal/BD aerosol foam were reported for each subgroup. Psoriasis area and severity index (PASI) and patient-reported itch, itch-related sleep loss, scaling, dry skin, and erythema numerical rating scores were reported by subgroup. At baseline, 216 (54%) patients were systemic-or-topical psoriasis treatment-naïve and 184 (46%) were treatment experienced. By disease severity, there were 135 versus 89 patients with mild, 69 versus 83 with moderate and 12 versus 12 with severe disease in the treatment-naïve versus treatment-experienced groups, respectively. In the treatment-naïve group, treatment success was achieved by 72.6%, 56.5%, and 66.7% of patients with mild, moderate, and severe disease, respectively, while the proportions in the treatment-experienced group were 60.7%, 42.2%, and 25%, respectively. Reduction from baseline in psoriasis symptoms was observed in all patient groups. The greatest reductions were observed in treatment-naïve patients with severe disease. Clinically relevant benefits were observed with Cal/BD aerosol foam in psoriasis patients, regardless of prior treatment-experience and disease severity at baseline.


Assuntos
Fármacos Dermatológicos , Psoríase , Humanos , Aerossóis , Betametasona , Calcitriol/análogos & derivados , Combinação de Medicamentos , Grécia , Satisfação do Paciente , Psoríase/complicações , Psoríase/diagnóstico , Psoríase/tratamento farmacológico , Índice de Gravidade de Doença , Resultado do Tratamento
18.
Int J Mol Sci ; 23(3)2022 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-35163222

RESUMO

The diagnostic and prognostic value of miRNAs in cutaneous melanoma (CM) has been broadly studied and supported by advanced bioinformatics tools. From early studies using miRNA arrays with several limitations, to the recent NGS-derived miRNA expression profiles, an accurate diagnostic panel of a comprehensive pre-specified set of miRNAs that could aid timely identification of specific cancer stages is still elusive, mainly because of the heterogeneity of the approaches and the samples. Herein, we summarize the existing studies that report several miRNAs as important diagnostic and prognostic biomarkers in CM. Using publicly available NGS data, we analyzed the correlation of specific miRNA expression profiles with the expression signatures of known gene targets. Combining network analytics with machine learning, we developed specific non-linear classification models that could successfully predict CM recurrence and metastasis, based on two newly identified miRNA signatures. Subsequent unbiased analyses and independent test sets (i.e., a dataset not used for training, as a validation cohort) using our prediction models resulted in 73.85% and 82.09% accuracy in predicting CM recurrence and metastasis, respectively. Overall, our approach combines detailed analysis of miRNA profiles with heuristic optimization and machine learning, which facilitates dimensionality reduction and optimization of the prediction models. Our approach provides an improved prediction strategy that could serve as an auxiliary tool towards precision treatment.


Assuntos
Melanoma/genética , MicroRNAs/genética , Recidiva Local de Neoplasia/genética , Biologia Computacional/métodos , Bases de Dados Genéticas , Expressão Gênica/genética , Perfilação da Expressão Gênica/métodos , Humanos , Aprendizado de Máquina , Melanoma/patologia , Metástase Neoplásica/genética , Estadiamento de Neoplasias , Prognóstico , Recidiva , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/patologia , Transcriptoma/genética , Melanoma Maligno Cutâneo
19.
J Dermatolog Treat ; 33(2): 682-684, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32602761

RESUMO

BACKGROUND: Dupilumab is a monoclonal antibody that targets the interleukin (IL)-4 receptor alpha subunit of the IL-4 and IL-13 receptor. This novel agent has received a license for the treatment of moderate-to-severe atopic dermatitis in patients aged ≥12 years. However, data on the dupilumab use in the pediatric population are still extremely limited. This report aims to summarize the existing data on the on- and off-label use of dupilumab for dermatologic conditions in children and adolescents. MATERIALS AND METHODS: The current study is an overview of all the reported evidence on dupilumab for dermatologic conditions in the pediatric population. MEDLINE (PubMed), clinicaltrial.gov databases and SCOPUS were thoroughly scanned for related articles. RESULTS: A small number of clinical trials, case series and case reports, that indicate a satisfactory therapeutic outcome for dupilumab in pediatric patients for certain dermatologic conditions, is present in the literature. CONCLUSION: More long-term studies in larger patient groups are necessary so as to be able to draw definite conclusions concerning the efficacy and safety of dupilumab in pediatric patients with skin diseases.


Assuntos
Dermatite Atópica , Dermatologia , Adolescente , Anticorpos Monoclonais Humanizados/uso terapêutico , Criança , Dermatite Atópica/tratamento farmacológico , Humanos , Índice de Gravidade de Doença , Resultado do Tratamento
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