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1.
Clin Nephrol ; 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39239678

RESUMO

Phakomatoses, otherwise known as neurocutaneous syndromes, are a heterogeneous group of rare genetic disorders that predominantly affect structures arising from the embryonic ectoderm, namely the skin, eye globe, retina, and central nervous system. In addition to the common neurocutaneous syndromes (neurofibromatosis, tuberous sclerosis complex, Sturge Weber syndrome, Von Hippel-Lindau syndrome), a large number of relatively uncommon phakomatoses have been described in the literature. Cardiovascular, pulmonary, and musculoskeletal systems involvement in these disorders have been reported. Data on kidney involvement is not well described. This review discusses renal involvement in neurocutaneous syndromes. This includes the association with renal masses (cyst, angiomyolipoma, benign or malignant tumor), known vasculopathy, glomerular or tubular disorders, urinary tract anomalies, hypertension, and chronic kidney disease.

2.
J Am Board Fam Med ; 37(3): 427-435, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39142857

RESUMO

BACKGROUND: Access to dermatologists is limited in parts of the US, making primary care clinicians (PCCs) integral for early detection of skin cancers. A handheld device using elastic scattering spectroscopy (ESS) was developed to aid PCCs in their clinical assessment of skin lesions. METHODS: In this prospective study, 3 PCCs evaluated skin lesions reported by patients as concerning and scanned each lesion with the handheld ESS device. The comparison was pathology results or a 3-dermatologist panel examining high resolution dermatoscopic and clinical images. PCCs reported their diagnosis, management decision, and confidence level for each lesion. Evaluation of results included sensitivity, specificity, negative predictive value (NPV), positive predictive value (PPV), and Area Under the Curve (AUC). RESULTS: A total of 155 patients and 178 lesions were included in the final analysis. The most commonly patient-reported concerning feature was "new or changing lesion" (91.6%). Device diagnostic sensitivity and specificity were 90.0% and 60.7%, respectively, based on biopsy result or dermatologist panel reference standard; comparatively, PCC sensitivity was 40.0% and 84.8% specificity without the use of the device. Device NPV was 98.9%, and device PPV was 13.6%. The device recommended patient referral to dermatology with 88.2% concordance with the dermatologist panel. AUC for the device and PCCs were 0.815 and 0.643, respectively. CONCLUSIONS: The use of the ESS device by PCCs can improve diagnostic and management sensitivity for select malignant skin lesions by correctly classifying most benign lesions of patient concern. This may increase skin cancer detection while improving access to specialist care.


Assuntos
Sensibilidade e Especificidade , Neoplasias Cutâneas , Humanos , Estudos Prospectivos , Neoplasias Cutâneas/diagnóstico , Neoplasias Cutâneas/patologia , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Análise Espectral/métodos , Adulto , Detecção Precoce de Câncer/métodos , Atenção Primária à Saúde , Idoso de 80 Anos ou mais , Dermoscopia/instrumentação , Valor Preditivo dos Testes
3.
J Am Acad Dermatol ; 91(2): 324-330, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38663749

RESUMO

Correct coding is an important component of effective dermatology practice management. Over the past several years there have been updates to many commonly used codes within dermatology. This review highlights many of these updates, such as: the skin biopsy codes have been subdivided to reflect the different biopsy techniques. The definition of complex linear repairs has been updated and clarified. Outpatient and inpatient evaluation and management visits have new coding guidelines to determine level of care. Dermatopathology consultation codes have been updated and category III codes related to digital pathology have been created. Understanding the details and nuances of each of these categories of codes is vital to ensuring appropriate coding is performed.


Assuntos
Codificação Clínica , Dermatologia , Dermatologia/normas , Dermatologia/métodos , Humanos , Dermatopatias/diagnóstico , Dermatopatias/patologia , Dermatopatias/terapia , Biópsia , Classificação Internacional de Doenças
4.
Int J Dermatol ; 61(7): 848-854, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35100440

RESUMO

BACKGROUND: The assessment of the sentinel lymph node is a cornerstone of melanoma staging. However, ~80% of sentinel lymph node biopsies (SLNB) are negative and nontherapeutic, and patients are unnecessarily exposed to surgery-related complications. Here, we gauged the potential of the Merlin assay to reduce SLNB-associated complications. The Merlin assay uses clinicopathologic variables and tumor gene expression profiling to identify low-risk patients who may forgo SLNB. METHODS: We utilized the Merlin test development cohort to determine SLNB complication rates for procedures performed between 2004 and 2018 at Mayo Clinic. Complications evaluated were lymphedema, seroma, infection/cellulitis, hematoma, and wound dehiscence. Patients who underwent a completion lymph node dissection were excluded. RESULTS: A total of 558 patients were included. The overall 90-day complication rate specific to SLNB (1 year for lymphedema) was 17.4%. The most common complications were seroma (9.3%), infection/cellulitis (4.8%), and lymphedema (4.3%). All three were more common in patients with a lower extremity primary tumor location versus other locations. With Merlin test results applied, SLNB-related complications would have decreased by 59%. CONCLUSION: SLNB is a safe procedure but carries a significant complication rate. Merlin testing might reduce the need for SLNB and its associated complications.


Assuntos
Linfedema , Melanoma , Neoplasias Cutâneas , Celulite (Flegmão) , Humanos , Excisão de Linfonodo/efeitos adversos , Excisão de Linfonodo/métodos , Linfedema/etiologia , Melanoma/patologia , Neurofibromina 2 , Estudos Retrospectivos , Biópsia de Linfonodo Sentinela/efeitos adversos , Seroma/etiologia , Neoplasias Cutâneas/patologia , Síndrome
5.
J Am Acad Dermatol ; 87(6): 1343-1351, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-32434009

RESUMO

Artificial intelligence is generating substantial interest in the field of medicine. One form of artificial intelligence, deep learning, has led to rapid advances in automated image analysis. In 2017, an algorithm demonstrated the ability to diagnose certain skin cancers from clinical photographs with the accuracy of an expert dermatologist. Subsequently, deep learning has been applied to a range of dermatology applications. Although experts will never be replaced by artificial intelligence, it will certainly affect the specialty of dermatology. In this first article of a 2-part series, the basic concepts of deep learning will be reviewed with the goal of laying the groundwork for effective communication between clinicians and technical colleagues. In part 2 of the series, the clinical applications of deep learning in dermatology will be reviewed and limitations and opportunities will be considered.


Assuntos
Aprendizado Profundo , Neoplasias Cutâneas , Humanos , Inteligência Artificial , Dermatologistas , Algoritmos , Neoplasias Cutâneas/diagnóstico
7.
J Drugs Dermatol ; 20(6): 701-702, 2021 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-34076391

RESUMO

Given the high costs of systemic psoriasis therapies, studies have also shown that phototherapy achieves significant cost savings by replacing or delaying drug-based systemic treatment in patients with moderate to severe disease. However, this modality is often underutilized mainly due to the lack of phototherapy treatment centers across the country. Home phototherapy was designed to fill this treatment gap and allow patients to be treated with phototherapy despite living in areas that may not have a formal treatment facility. Inspired by the Goeckerman regimen, a preliminary pilot study showed that a novel, home phototherapy device utilizing a mobile phone-controlled L.E.D UVB light source and an occlusive hydrogel patch containing coal tar was superior to control as well as both NB-UVB alone and a coal tar dressing alone.Visit the Psoriasis Resource Center for more on this topic.


Assuntos
Alcatrão , Psoríase , Terapia Combinada , Humanos , Projetos Piloto , Psoríase/diagnóstico , Psoríase/tratamento farmacológico , Psoríase/radioterapia , Terapia Ultravioleta
8.
Int J Dermatol ; 60(11): 1385-1391, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33991106

RESUMO

BACKGROUND: Hospitalized patients with hematologic malignancies are medically complex and commonly affected by dermatologic conditions. METHODS: Retrospective chart review from January 1, 2014, to December 31, 2018, at Rochester Methodist Hospital (Rochester, Minnesota, USA). Patients hospitalized on hematology and BMT services receiving dermatology consultation were included. RESULTS: In all, 578 consultations (63% male, median age 61 years) were reviewed. Drug reactions (22%), infection (17%), and malignant neoplasm (10%) accounted for nearly half of diagnoses. Exanthematous drug reaction (10%), graft-versus-host disease (7%), and lymphoma or leukemia cutis (6%) were the commonest individual diagnoses. There were significantly more drug reactions in severe neutropenia (33.2% vs. 15.0%), neutrophilic dermatoses in myeloid neoplasm (5.2% vs. 0.3%), and viral infection in lymphoid neoplasm (8.3% vs. 1.2%). Consultation frequently altered treatment (68%), diagnostic workup (63%), and the primary service's initial diagnostic impression (53%). Biopsies were performed in 52% of consultations and helped secure a diagnosis 73% of the time. A total of 16.4% of consultations did not receive a definitive final diagnosis, and 18.5% were resolved in one visit. CONCLUSION: This is the largest study to date of hospital dermatology consultation in hematology patients. Biopsies are utilized frequently and are diagnostically useful. The complexity of this patient population is evidenced by the fact that a final diagnosis remains elusive in a number of cases despite the multiple visits required for the vast majority of consultations. Nevertheless, dermatology consultation alters diagnosis and treatment in the majority of patients, highlighting the critical role dermatologists have in the care of these patients.


Assuntos
Dermatologia , Hematologia , Transplante de Células-Tronco Hematopoéticas , Dermatopatias , Neoplasias Cutâneas , Feminino , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Pacientes Internados , Masculino , Pessoa de Meia-Idade , Encaminhamento e Consulta , Estudos Retrospectivos , Dermatopatias/diagnóstico , Dermatopatias/etiologia
9.
J Cutan Pathol ; 48(2): 318-321, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33405248

RESUMO

The microscopic features of patch stage Kaposi sarcoma (KS) and interstitial granuloma annulare (GA) may be difficult to differentiate, because both may exhibit a subtle "busy" dermis due to infiltration of spindled cells between collagen bundles. The clinical distinction is particularly challenging in human immunodeficiency virus (HIV)-affected individuals, as the incidence of GA appears to be greater in the HIV-infected population. KS is the most common neoplasm in this population. Despite the significant decrease in the incidence of KS since the advent of highly active antiretroviral therapy (HAART), KS tends to occur with late onset and indolent progression in patients with preserved immune function and minimal viral load. We present a 47-year-old homosexual HIV-positive man, under virologic and immunologic control on long-term HAART therapy, with a 5-year history of progressive red-brown patches and plaques on the legs, feet, hands, and trunk. Prior skin biopsy specimens were interpreted as interstitial GA. Histopathology on new skin biopsy specimens along with review specimens supported the diagnosis of plaque and patch stages of KS, respectively, supported by immunohistochemical expression of human herpes virus-8 (HHV-8). This case underscores the importance of maintaining a high suspicion for KS in progressive, treatment-recalcitrant skin lesions, particularly in HIV-infected individuals.


Assuntos
Erros de Diagnóstico , Granuloma Anular , Soropositividade para HIV , HIV-1/metabolismo , Herpesvirus Humano 8/metabolismo , Sarcoma de Kaposi , Neoplasias Cutâneas , Terapia Antirretroviral de Alta Atividade , Granuloma Anular/diagnóstico , Granuloma Anular/metabolismo , Granuloma Anular/patologia , Granuloma Anular/virologia , Soropositividade para HIV/diagnóstico , Soropositividade para HIV/tratamento farmacológico , Soropositividade para HIV/metabolismo , Soropositividade para HIV/virologia , Humanos , Masculino , Pessoa de Meia-Idade , Sarcoma de Kaposi/diagnóstico , Sarcoma de Kaposi/metabolismo , Sarcoma de Kaposi/patologia , Sarcoma de Kaposi/virologia , Minorias Sexuais e de Gênero , Neoplasias Cutâneas/diagnóstico , Neoplasias Cutâneas/metabolismo , Neoplasias Cutâneas/patologia , Neoplasias Cutâneas/virologia
10.
J Cutan Pathol ; 48(3): 425-428, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33128468

RESUMO

Anaplastic lymphoma kinase (ALK) rearranged lung cancers represent 4% to 6% of all pulmonary adenocarcinomas, and echinoderm microtubule associated protein like 4 (EML4)-ALK fusions are the most common subgroup. Herein, we report a case of two successive drug reactions due to ALK inhibitors. A 69-year-old female with stage IVB EML4-ALK fused lung adenocarcinoma developed a generalized morbilliform eruption 10 days after starting alectinib. Skin biopsy findings were consistent with a drug reaction. Her findings resolved after alectinib was discontinued. Another ALK inhibitor, lorlatinib was started and she developed multiple asymptomatic cutaneous and oral nodules 4 months later. Biopsies from these nodules showed sarcoidal granulomas without evidence of metastases or infection. ALK inhibitors are associated with numerous adverse events, including various cutaneous eruptions. However, a sarcoidal drug reaction involving the skin has not been reported. Identification of drug reactions to targeted therapy can avoid long-term sequelae and misinterpretation of the clinical findings as disease progression or infection.


Assuntos
Adenocarcinoma de Pulmão/tratamento farmacológico , Aminopiridinas/efeitos adversos , Quinase do Linfoma Anaplásico/antagonistas & inibidores , Carbazóis/efeitos adversos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/patologia , Lactamas/efeitos adversos , Piperidinas/efeitos adversos , Inibidores de Proteínas Quinases/efeitos adversos , Pirazóis/efeitos adversos , Adenocarcinoma de Pulmão/patologia , Idoso , Aminopiridinas/uso terapêutico , Quinase do Linfoma Anaplásico/metabolismo , Biópsia/métodos , Carbazóis/uso terapêutico , Proteínas de Ciclo Celular/metabolismo , Feminino , Granuloma/induzido quimicamente , Humanos , Lactamas/uso terapêutico , Proteínas Associadas aos Microtúbulos/metabolismo , Estadiamento de Neoplasias , Piperidinas/uso terapêutico , Inibidores de Proteínas Quinases/uso terapêutico , Pirazóis/uso terapêutico , Sarcoidose/induzido quimicamente , Sarcoidose/patologia , Serina Endopeptidases/metabolismo , Pele/patologia , Suspensão de Tratamento
11.
Am J Dermatopathol ; 43(1): 9-14, 2021 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-32149829

RESUMO

BACKGROUND: Tumoral melanosis clinically resembles metastatic melanoma, occurs in the context of regressed disease, and requires evaluation to rule out underlying melanoma and metastatic disease. Histopathology demonstrates a nodular infiltrate of melanophages in the dermis, subcutaneous tissue, deep soft tissue, or lymph nodes in the absence of viable melanocytes. Recent limited reports of tumoral melanosis in the context of immunotherapy with ipilimumab (monoclonal antibody targeting CTLA-4) as well as nivolumab and pembrolizumab (humanized monoclonal antibodies against programmed death 1 receptor) highlight a unique presentation representative of treatment-related tumor regression and an association with a favorable clinical response. OBJECTIVE: To describe our experience with tumoral melanosis in the setting of immunotherapy for metastatic melanoma and elucidate the clinical and histopathological features. METHODS: Retrospective case series from a single tertiary care institution. RESULTS: We describe 10 cases of patients with metastatic melanoma who received treatment with immunotherapy before the development of tumoral melanosis. Length of time between the initiation of therapy and the onset of tumoral melanosis ranged from 2 to 20 months with a mean time of 10 months. At the end of the follow-up period, 8 patients were classified as having a complete or partial response to treatment with immunotherapy. One patient had progression of visceral and cutaneous disease on ipilimumab despite developing tumoral melanosis, and 1 patient had yet to undergo repeat imaging. Furthermore, at the end of follow-up, 3 patients were alive with no evidence of active disease, 5 patients were alive with disease, and 1 patient was deceased, although this patient died of a cardiovascular event unrelated to his underlying melanoma. Of the patients who were classified as alive with disease, 2 patients had minimal remaining disease, and 2 patients had an almost complete response on immunotherapy with recurrence of visceral metastases after immunotherapy was discontinued. One patient developed new peritoneal and cutaneous metastases on pembrolizumab despite development of tumoral melanosis. CONCLUSIONS: The underlying biologic mechanisms and prognostic implications of tumoral melanosis in the setting of immunotherapy remain to be elucidated. Further prospective studies with a larger cohort and prolonged follow-up are necessary to better understand the incidence, prevalence, and oncologic outcomes in patients with tumoral melanosis who receive immunotherapy.


Assuntos
Inibidores de Checkpoint Imunológico/efeitos adversos , Melaninas/metabolismo , Melanoma/tratamento farmacológico , Melanose/induzido quimicamente , Neoplasias Cutâneas/tratamento farmacológico , Adulto , Idoso , Idoso de 80 Anos ou mais , Bases de Dados Factuais , Diagnóstico Diferencial , Feminino , Humanos , Masculino , Melanoma/imunologia , Melanoma/metabolismo , Melanoma/secundário , Melanose/metabolismo , Melanose/patologia , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco , Neoplasias Cutâneas/imunologia , Neoplasias Cutâneas/metabolismo , Neoplasias Cutâneas/patologia , Fatores de Tempo , Resultado do Tratamento
12.
J Am Acad Dermatol ; 84(6): 1547-1553, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32389716

RESUMO

BACKGROUND: Patient outcomes are improved when dermatologists provide inpatient consultations. Inpatient access to dermatologists is limited, illustrating an opportunity to use teledermatology. Little is known about the ability of dermatologists to accurately diagnose disease and manage inpatients with teledermatology, particularly when using nondermatologist-generated clinical data. METHODS: This prospective study assessed the ability of teledermatology to diagnose disease and manage 41 dermatology consultations from a large urban tertiary care center, using internal medicine referral documentation and photographs. Twenty-seven dermatology hospitalists were surveyed. Interrater agreement was assessed by the κ statistic. RESULTS: There was substantial agreement between in-person and teledermatology assessment of the diagnosis with differential diagnosis (median κ = 0.83), substantial agreement in laboratory evaluation decisions (median κ = 0.67), almost perfect agreement in imaging decisions (median κ = 1.0), and moderate agreement in biopsy decisions (median κ = 0.43). There was almost perfect agreement in treatment (median κ = 1.0), but no agreement in follow-up planning (median κ = 0.0). There was no association between raw photograph quality and the primary plus differential diagnosis or primary diagnosis alone. LIMITATIONS: Selection bias and single-center nature. CONCLUSIONS: Teledermatology may be effective in the inpatient setting, with concordant diagnosis, evaluation, and management decisions.


Assuntos
Dermatologia/métodos , Hospitalização , Consulta Remota/métodos , Dermatopatias/diagnóstico , Adulto , Idoso , Estudos de Viabilidade , Feminino , Médicos Hospitalares/estatística & dados numéricos , Humanos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Fotografação , Estudos Prospectivos , Pele/diagnóstico por imagem , Inquéritos e Questionários/estatística & dados numéricos , Centros de Atenção Terciária
13.
Am J Transplant ; 21(2): 883-888, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-32805087

RESUMO

Graft-versus-host disease (GVHD), a common complication after peripheral blood stem cell or bone marrow transplantation, rarely occurs in kidney and pancreas transplant recipients. The true incidence may be confounded by the rarity of the disorder, with a resultant lack of appreciation of the diagnosis as a potential cause of common clinical manifestations such as cytopenias and immune dysfunction. Reports of GVHD in kidney and pancreas transplant recipients almost uniformly describe patients in the early posttransplant period (days to months) with the typical manifestations of acute GVHD involving the skin, liver, and intestines. In contrast, reports of solid organ transplant recipients with clinical features more consistent with chronic GVHD (cGVHD) are lacking, raising concern of underrecognition of this severe complication. Occurrence later after transplant may be even more likely to result in lack of recognition. We report 2 cases of possible cGVHD occurring in recipients of pancreas after kidney transplantation, which were diagnosed at 5.5 and 42 months after pancreas transplant. Both patients presented with severe pancytopenia, multiple opportunistic infections, and features suggestive of cGVHD. Transplant professionals should be aware of the possibility of acute and cGVHD in pancreas after kidney transplant recipients and be able to recognize the clinical manifestations.


Assuntos
Doença Enxerto-Hospedeiro , Transplante de Rim , Transplante de Pâncreas , Transplante de Medula Óssea , Doença Crônica , Doença Enxerto-Hospedeiro/diagnóstico , Doença Enxerto-Hospedeiro/etiologia , Humanos , Transplante de Rim/efeitos adversos , Pâncreas , Transplante de Pâncreas/efeitos adversos
15.
Eur J Cancer ; 140: 11-18, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33032086

RESUMO

PURPOSE: Patients with stage I/IIA cutaneous melanoma (CM) are currently not eligible for adjuvant therapies despite uncertainty in relapse risk. Here, we studied the ability of a recently developed model which combines clinicopathologic and gene expression variables (CP-GEP) to identify stage I/IIA melanoma patients who have a high risk for disease relapse. PATIENTS AND METHODS: Archival specimens from a cohort of 837 consecutive primary CMs were used for assessing the prognostic performance of CP-GEP. The CP-GEP model combines Breslow thickness and patient age, with the expression of eight genes in the primary tumour. Our specific patient group, represented by 580 stage I/IIA patients, was stratified based on their risk of relapse: CP-GEP High Risk and CP-GEP Low Risk. The main clinical end-point of this study was five-year relapse-free survival (RFS). RESULTS: Within the stage I/IIA melanoma group, CP-GEP identified a high-risk patient group (47% of total stage I/IIA patients) which had a considerably worse five-year RFS than the low-risk patient group; 74% (95% confidence interval [CI]: 67%-80%) versus 89% (95% CI: 84%-93%); hazard ratio [HR] = 2.98 (95% CI: 1.78-4.98); P < 0.0001. Of patients in the high-risk group, those who relapsed were most likely to do so within the first 3 years. CONCLUSION: The CP-GEP model can be used to identify stage I/IIA patients who have a high risk for disease relapse. These patients may benefit from adjuvant therapy.


Assuntos
Expressão Gênica/genética , Melanoma/genética , Melanoma/patologia , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/patologia , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/patologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Intervalos de Confiança , Intervalo Livre de Doença , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Modelos de Riscos Proporcionais , Adulto Jovem
17.
Hum Pathol ; 103: 127-145, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32544405

RESUMO

Granulomatous dermatoses may represent primary skin inflammation or can serve as the harbinger of a multitude of underlying systemic disorders or drug reactions. Taken together with clinical findings, the microscopic features from skin biopsy can allow recognition of various patterns and facilitate a precise diagnosis. Accurate classification of entities in this category of inflammatory dermatoses may prompt clinicians to investigate for underlying systemic problems, thereby allowing the pathologist to add considerable value in the care of affected patients. This review article categorizes clinical and microscopic features of common and uncommon causes of noninfectious dermal and subcutaneous granulomatous inflammation.


Assuntos
Granuloma/patologia , Dermatopatias/patologia , Humanos
19.
JCO Precis Oncol ; 4: 319-334, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32405608

RESUMO

PURPOSE: More than 80% of patients who undergo sentinel lymph node (SLN) biopsy have no nodal metastasis. Here we describe a model that combines clinicopathologic and molecular variables to identify patients with thin and intermediate thickness melanomas who may forgo the SLN biopsy procedure due to their low risk of nodal metastasis. PATIENTS AND METHODS: Genes with functional roles in melanoma metastasis were discovered by analysis of next generation sequencing data and case control studies. We then used PCR to quantify gene expression in diagnostic biopsy tissue across a prospectively designed archival cohort of 754 consecutive thin and intermediate thickness primary cutaneous melanomas. Outcome of interest was SLN biopsy metastasis within 90 days of melanoma diagnosis. A penalized maximum likelihood estimation algorithm was used to train logistic regression models in a repeated cross validation scheme to predict the presence of SLN metastasis from molecular, clinical and histologic variables. RESULTS: Expression of genes with roles in epithelial-to-mesenchymal transition (glia derived nexin, growth differentiation factor 15, integrin ß3, interleukin 8, lysyl oxidase homolog 4, TGFß receptor type 1 and tissue-type plasminogen activator) and melanosome function (melanoma antigen recognized by T cells 1) were associated with SLN metastasis. The predictive ability of a model that only considered clinicopathologic or gene expression variables was outperformed by a model which included molecular variables in combination with the clinicopathologic predictors Breslow thickness and patient age; AUC, 0.82; 95% CI, 0.78-0.86; SLN biopsy reduction rate of 42% at a negative predictive value of 96%. CONCLUSION: A combined model including clinicopathologic and gene expression variables improved the identification of melanoma patients who may forgo the SLN biopsy procedure due to their low risk of nodal metastasis.

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