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1.
Artigo em Inglês | MEDLINE | ID: mdl-36304178

RESUMO

Multi-modal learning (e.g., integrating pathological images with genomic features) tends to improve the accuracy of cancer diagnosis and prognosis as compared to learning with a single modality. However, missing data is a common problem in clinical practice, i.e., not every patient has all modalities available. Most of the previous works directly discarded samples with missing modalities, which might lose information in these data and increase the likelihood of overfitting. In this work, we generalize the multi-modal learning in cancer diagnosis with the capacity of dealing with missing data using histological images and genomic data. Our integrated model can utilize all available data from patients with both complete and partial modalities. The experiments on the public TCGA-GBM and TCGA-LGG datasets show that the data with missing modalities can contribute to multi-modal learning, which improves the model performance in grade classification of glioma cancer.

3.
JAMA Dermatol ; 158(9): 1031-1039, 2022 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-35857290

RESUMO

Importance: Given that mycosis fungoides-cutaneous T-cell lymphoma (MF/CTCL) is chronic, there is a need for additional therapies with minimal short- and long-term adverse effects. Topical synthetic hypericin ointment, 0.25%, activated with visible light is a novel, nonmutagenic photodynamic therapy (PDT). Objectives: To determine the efficacy and safety of topical synthetic hypericin ointment, 0.25%, activated with visible light as a nonmutagenic PDT in early-stage MF/CTCL. Design, Settings, and Participants: This was a multicenter, placebo-controlled, double-blinded, phase 3 randomized clinical trial (FLASH study) conducted from December 2015 to November 2020 at 39 academic and community-based US medical centers. Participants were adults (≥18 years) with early-stage (IA-IIA) MF/CTCL. Interventions: In cycle 1, patients were randomized 2:1 to receive hypericin or placebo to 3 index lesions twice weekly for 6 weeks. In cycle 2, all patients received the active drug for 6 weeks to index lesions. In cycle 3 (optional), both index and additional lesions received active drug for 6 weeks. Main Outcomes and Measures: The primary end point was index lesion response rate (ILRR), defined as 50% or greater improvement in modified Composite Assessment of Index Lesion Severity (mCAILS) score from baseline after 6 weeks of therapy for cycle 1. For cycles 2 and 3, open label response rates were secondary end points. Adverse events (AEs) were assessed at each treatment visit, after each cycle, and then monthly for 6 months. Data analyses were performed on December 21, 2020. Results: The study population comprised 169 patients (mean [SD] age, 58.4 [16.0] years; 96 [57.8%] men; 120 [72.3%] White individuals) with early-stage MF/CTCL. After 6 weeks of treatment, hypericin PDT was more effective than placebo (cycle 1 ILRR, 16% vs 4%; P = .04). The ILRR increased to 40% in patients who received 2 cycles of hypericin PDT (P < .001 vs cycle 1 hypericin) and to 49% after 3 cycles (P < .001 vs cycle 1 hypericin). Significant clinical responses were observed in both patch and plaque type lesions and were similar regardless of age, sex, race, stage IA vs IB, time since diagnosis, and number of prior therapies. The most common treatment-related AEs were mild local skin (13.5%-17.3% across cycles 1-3 vs 10.5% for placebo in cycle 1) and application-site reactions (3.2%-6.9% across cycles 1-3 vs 4% for placebo in cycle 1). No drug-related serious AEs occurred. Conclusion and Relevance: The findings of this randomized clinical trial indicate that synthetic hypericin PDT is effective in early-stage patch and plaque MF/CTCL and has a favorable safety profile. Trial Registration: ClinicalTrials.gov Identifier: NCT02448381.


Assuntos
Linfoma Cutâneo de Células T , Micose Fungoide , Fotoquimioterapia , Neoplasias Cutâneas , Adulto , Antracenos , Feminino , Humanos , Linfoma Cutâneo de Células T/tratamento farmacológico , Linfoma Cutâneo de Células T/patologia , Masculino , Pessoa de Meia-Idade , Micose Fungoide/patologia , Pomadas/uso terapêutico , Perileno/análogos & derivados , Fotoquimioterapia/efeitos adversos , Fármacos Fotossensibilizantes/efeitos adversos , Neoplasias Cutâneas/patologia , Resultado do Tratamento
5.
J Am Acad Dermatol ; 85(4): 956-966, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34332798

RESUMO

IMPORTANCE: Immune checkpoint inhibitors (ICIs) have emerged as active therapies for a variety of cancers. Cutaneous toxicities are common immune-related adverse events and patients will often be referred to dermatologists for evaluation. OBSERVATIONS: Cutaneous adverse events to ICIs can have a variety of clinical presentations. Among the more common are eczematous, morbilliform, and lichenoid dermatoses, as well as vitiligo and pruritus. Less common adverse events include psoriasiform dermatoses, bullous disorders, and severe cutaneous adverse reactions, including Stevens-Johnson syndrome, toxic epidermal necrolysis, and drug reaction with eosinophilia and systemic symptoms. Because of the immunologic mechanism of ICIs, there are also a variety of rheumatologic adverse reactions with cutaneous manifestations, such as scleroderma, dermatomyositis, cutaneous lupus erythematosus, and various vasculitides. These cutaneous reactions often respond to topical or systemic steroids, although specific toxicities may have alternative treatments available. CONCLUSIONS AND RELEVANCE: As they become more widely prescribed, dermatologists will see an increasing number of patients with cutaneous adverse events caused by ICI therapies. Accurately diagnosing and treating these toxicities is paramount to achieving the most favorable outcomes for patients.


Assuntos
Inibidores de Checkpoint Imunológico/uso terapêutico , Humanos , Imunoterapia , Pele , Síndrome de Stevens-Johnson , Vitiligo
6.
J Drugs Dermatol ; 20(8): 895-897, 2021 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-34397202

RESUMO

In this report, the case of a 58-year-old male with extensive, rapidly growing cutaneous angiosarcoma is described. Though involvement of the scalp is common in cutaneous angiosarcoma, the extent of cutaneous disease at presentation in this case was striking. This case provides an important illustration of extensive cutaneous angiosarcoma of the scalp and its potential to rapidly advance. Early diagnosis and treatment of cutaneous angiosarcoma is paramount, as cutaneous angiosarcoma is highly aggressive and is associated with an overall poor prognosis. This case is presented to highlight the need for clinicians to maintain a high index of suspicion and low threshold for biopsy in patients presenting with violaceous or ecchymotic lesions on the head or scalp. J Drugs Dermatol. 2021;20(8):895-897. doi:10.36849/JDD.6051.


Assuntos
Hemangiossarcoma , Neoplasias Cutâneas , Biópsia , Hemangiossarcoma/diagnóstico , Humanos , Masculino , Pessoa de Meia-Idade , Couro Cabeludo , Neoplasias Cutâneas/diagnóstico
7.
Pediatr Dermatol ; 38(5): 1351-1353, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34259361

RESUMO

One of the distinctive cutaneous manifestations of Bannayan-Riley-Ruvalcaba syndrome (BRRS), a PTEN hamartoma tumor syndrome, is penile pigmented macules. We present a 13-year-old boy with gingival hyperpigmentation along with facial and ear angiofibromas in the context of a BRRS-concordant phenotype and PTEN hamartoma tumor syndrome genotype. To our knowledge, these two findings have not been previously reported with BRRS and may expand the known phenotype of this disorder.


Assuntos
Síndrome do Hamartoma Múltiplo , Hiperpigmentação , Adolescente , Genótipo , Humanos , Hiperpigmentação/diagnóstico , Hiperpigmentação/genética , Masculino , PTEN Fosfo-Hidrolase/genética , Fenótipo
9.
Am J Dermatopathol ; 43(12): e169-e174, 2021 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-34001746

RESUMO

ABSTRACT: Locally advanced or metastatic basal cell carcinomas (laBCCs or mBCCs) are rare, with few case series providing information on their epidemiology. We aimed to describe the clinical and histologic features of locally advanced and metastatic basal cell carcinomas. Forty cases of laBCC or mBCC were identified by searching Vanderbilt's database from 1984 to January 2019. A retrospective chart review was performed. Pathology slides were available for 23 cases (13 mBCCs and 10 laBCCs). Twenty-one of 23 cases were Clark level IV or V, with a mean depth of invasion of >7 mm for both types. The mean mitotic rate was 4.4 mitoses/mm2 for laBCCs and 3.3 mitoses/mm2 for mBCCs. Ulceration was identified in 7 laBCC and 8 mBCC cases. Perineural invasion was present in 2 laBCC and 6 mBCC cases, with 3 mBCCs invading nerves >0.1 mm. Of 13 mBCC cases, histologic subtypes included infiltrative (n = 9), nodular (n = 7), morpheaform (n = 4), and superficial (n = 2), with multiple patterns present in some specimens. 10 of 13 patients with mBCC had local recurrence before metastasis. In summary, we identified several potential markers of high-risk BCC, including perineural invasion, deep invasion, elevated mitotic rate, and local recurrence of the primary tumor.


Assuntos
Carcinoma Basocelular/patologia , Neoplasias Cutâneas/patologia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
10.
Pediatr Dermatol ; 37(6): 1179-1180, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32892433

RESUMO

Parvovirus B19 is the most common causative agent of papular-purpuric gloves and socks syndrome (PPGSS), an often-underreported condition in the pediatric population. Classically, PPGSS presents with a papular-purpuric and at times petechial eruption of the hands and feet. (Dermatology. 1994;188:85; Int J Dermatol. 1996;35:626) We report a unique variant of juvenile PPGSS with prominent involvement of the flexural and extensor elbows, wrists, and knees.


Assuntos
Eritema Infeccioso , Dermatoses do Pé , Dermatoses da Mão , Parvovirus B19 Humano , Púrpura , Criança , Eritema Infeccioso/diagnóstico , Dermatoses do Pé/diagnóstico , Dermatoses da Mão/diagnóstico , Humanos , Púrpura/diagnóstico , Síndrome
11.
J Pathol ; 249(2): 227-240, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31144312

RESUMO

Rab25 can function as both a tumor suppressor and a tumor promoter across different tissues. This study sought to clarify the role of Rab25 as a tumor suppressor in skin squamous cell carcinoma (SCC). Rab25 loss was closely associated with neoplastic transition in both humans and mice. Rab25 loss was well correlated with increased cell proliferation and poor differentiation in human SCC. While Rab25 knockout (KO) in mice did not induce spontaneous tumor formation, it did significantly accelerate tumor generation and promote malignant transformation in a mouse two-stage skin carcinogenesis model. Xenografting of a Rab25-deficient human keratinocyte cell line, HaCaT, also elicited neoplastic transformation. Notably, Rab25 deficiency led to dysregulation of integrins ß1, ß4, and α6, which matched well with increased epidermal proliferation and impaired desmosome-tight junction formation. Rab25 deficiency induced impairment of integrin recycling, leading to the improper expression of integrins. In line with this, significant attenuation of integrin ß1, ß4, and α6 expression was identified in human SCCs where Rab25 was deficient. Collectively, these results suggest that loss of Rab25 promotes the development and neoplastic transition of SCC through dysregulation of integrin trafficking. © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Assuntos
Carcinoma de Células Escamosas/metabolismo , Integrinas/metabolismo , Queratinócitos/metabolismo , Proteínas/metabolismo , Neoplasias Cutâneas/metabolismo , Proteínas Supressoras de Tumor/metabolismo , Proteínas rab de Ligação ao GTP/metabolismo , Animais , Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/patologia , Linhagem Celular Tumoral , Proliferação de Células , Regulação para Baixo , Regulação Neoplásica da Expressão Gênica , Humanos , Integrinas/genética , Queratinócitos/patologia , Camundongos da Linhagem 129 , Camundongos Knockout , Transporte Proteico , Proteínas/genética , Transdução de Sinais , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/patologia , Carga Tumoral , Proteínas Supressoras de Tumor/genética , Proteínas rab de Ligação ao GTP/deficiência , Proteínas rab de Ligação ao GTP/genética
12.
J Allergy Clin Immunol ; 144(1): 183-192, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30776417

RESUMO

BACKGROUND: Vancomycin is a prevalent cause of the severe hypersensitivity syndrome drug reaction with eosinophilia and systemic symptoms (DRESS), which leads to significant morbidity and mortality and commonly occurs in the setting of combination antibiotic therapy, affecting future treatment choices. Variations in HLA class I in particular have been associated with serious T cell-mediated adverse drug reactions, which has led to preventive screening strategies for some drugs. OBJECTIVE: We sought to determine whether variation in the HLA region is associated with vancomycin-induced DRESS. METHODS: Probable vancomycin-induced DRESS cases were matched 1:2 with tolerant control subjects based on sex, race, and age by using BioVU, Vanderbilt's deidentified electronic health record database. Associations between DRESS and carriage of HLA class I and II alleles were assessed by means of conditional logistic regression. An extended sample set from BioVU was used to conduct a time-to-event analysis of those exposed to vancomycin with and without the identified HLA risk allele. RESULTS: Twenty-three subjects met the inclusion criteria for vancomycin-associated DRESS. Nineteen (82.6%) of 23 cases carried HLA-A*32:01 compared with 0 (0%) of 46 of the matched vancomycin-tolerant control subjects (P = 1 × 10-8) and 6.3% of the BioVU population (n = 54,249, P = 2 × 10-16). Time-to-event analysis of DRESS development during vancomycin treatment among the HLA-A*32:01-positive group indicated that 19.2% had DRESS and did so within 4 weeks. CONCLUSIONS: HLA-A*32:01 is strongly associated with vancomycin-induced DRESS in a population of predominantly European ancestry. HLA-A*32:01 testing could improve antibiotic safety, help implicate vancomycin as the causal drug, and preserve future treatment options with coadministered antibiotics.


Assuntos
Antibacterianos/efeitos adversos , Síndrome de Hipersensibilidade a Medicamentos/imunologia , Antígenos HLA-A/imunologia , Vancomicina/efeitos adversos , Adolescente , Adulto , Idoso , Antibacterianos/química , Síndrome de Hipersensibilidade a Medicamentos/etiologia , Feminino , Antígenos HLA-A/química , Humanos , Masculino , Pessoa de Meia-Idade , Simulação de Acoplamento Molecular , Vancomicina/química , Adulto Jovem
14.
Cutis ; 101(4): 293-296, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29763476

RESUMO

Linear IgA bullous dermatosis (LABD) is an autoimmune blistering rash caused by IgA autoantibodies against the epidermal basement membrane zone. It commonly is drug induced, often in association with systemic vancomycin. We report a case of a previously healthy 77-year-old man who developed a diffuse macular rash and hemorrhagic bullae on the left leg 10 days after placement of a vancomycin-impregnated cement spacer (VICS) during a revision knee arthroplasty and initiation of postoperative treatment with intravenous (IV) vancomycin. The lesions initially were limited to the leg in which the hardware was placed, but the patient later developed painful palmoplantar and oropharyngeal blisters as well as edematous, erythematous plaques on the back and buttocks. A punch biopsy from a lesion on the left thigh revealed neutrophil-rich subepidermal bullae, and immunofluorescence revealed linear IgA and C3 deposition along the dermoepidermal junction, confirming a diagnosis of LABD. This report illustrates the importance of considering antibiotic-impregnated cement spacers, which frequently are used to manage prosthetic joint infections, as potential culprits in patients with cutaneous eruptions.


Assuntos
Antibacterianos/efeitos adversos , Dermatose Linear Bolhosa por IgA/induzido quimicamente , Vancomicina/efeitos adversos , Idoso , Antibacterianos/administração & dosagem , Cimentos Ósseos , Humanos , Prótese do Joelho/efeitos adversos , Masculino , Vancomicina/administração & dosagem
19.
Pediatr Infect Dis J ; 35(4): 455-7, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26673980

RESUMO

Human infection with Colletotrichum species is typically limited to ophthalmologic manifestations. We present the first reported pediatric case of subcutaneous Colletotrichum truncatum infection. This case highlights the potential importance of C. truncatum as an agent of subcutaneous or disseminated disease in immunocompromised children.


Assuntos
Colletotrichum , Dermatomicoses/diagnóstico , Dermatomicoses/etiologia , Pele/microbiologia , Pele/patologia , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Biópsia , Pré-Escolar , Dermatomicoses/terapia , Humanos , Masculino , Neuroblastoma/complicações , Neuroblastoma/tratamento farmacológico , Resultado do Tratamento
20.
Dermatol Online J ; 22(10)2016 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-28329591

RESUMO

We report the case of a 44-year-old woman with a history of Crohn disease treated with infliximab who presented with erythematous papules and plaques on the upper extremities accompanied by fevers. She was subsequently diagnosed with palisaded neutrophilic and granulomatous dermatitis (PNGD). Whereas immune-complex mediated diseases such as rheumatoid arthritis and systemic lupus erythematosus are most commonly associated, inflammatory bowel disease deserves increased consideration as one of the systemic diseases that can present with PNGD. Additionally, PNGD should remain in the differential diagnosis of cutaneous eruptions that develop in the setting of tumor necrosis factor (TNF) antagonist therapy.


Assuntos
Doença de Crohn/tratamento farmacológico , Dermatite/diagnóstico , Fármacos Gastrointestinais/uso terapêutico , Granuloma/diagnóstico , Infliximab/uso terapêutico , Neutrófilos/patologia , Adulto , Doença de Crohn/imunologia , Dermatite/imunologia , Dermatite/patologia , Feminino , Granuloma/imunologia , Granuloma/patologia , Humanos , Neutrófilos/imunologia
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