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1.
Sci Adv ; 9(39): eadg1894, 2023 09 29.
Article in English | MEDLINE | ID: mdl-37774029

ABSTRACT

Intratumoral heterogeneity can wreak havoc on current precision medicine strategies because of challenges in sufficient sampling of geographically separated areas of biodiversity distributed across centimeter-scale tumor distances. To address this gap, we developed a deep learning pipeline that leverages histomorphologic fingerprints of tissue to create "Histomic Atlases of Variation Of Cancers" (HAVOC). Using a number of objective molecular readouts, we demonstrate that HAVOC can define regional cancer boundaries with distinct biology. Using larger tumor specimens, we show that HAVOC can map biodiversity even across multiple tissue sections. By guiding profiling of 19 partitions across six high-grade gliomas, HAVOC revealed that distinct differentiation states can often coexist and be regionally distributed within these tumors. Last, to highlight generalizability, we benchmark HAVOC on additional tumor types. Together, we establish HAVOC as a versatile tool to generate small-scale maps of tissue heterogeneity and guide regional deployment of molecular resources to relevant biodiverse niches.


Subject(s)
Biodiversity , Glioma , Humans , Neural Networks, Computer
3.
Ophthalmic Genet ; 43(4): 518-521, 2022 08.
Article in English | MEDLINE | ID: mdl-35258412

ABSTRACT

BACKGROUND: Uveal melanoma (UM) and conjunctival melanoma (CM) are distinct entities with different etiologies and genetic background. We present a case of an atypical subconjunctival melanoma arising from a blue nevus. PATIENTS AND METHODS: A 61-year-old female presented with a partially melanocytic epibulbar mass with surrounding episcleral pigmented spots. The lesion was detached from the overlying conjunctiva without an intraocular component. Excisional biopsy revealed a predominantly epithelioid melanoma, that was suggested to be metastasic, although there was no evidence of a primary melanoma elsewhere. RESULTS: Molecular analysis identified GNAQ and BAP1 pathogenic variants, which strongly suggested the diagnosis as a primary epibulbar melanoma arising from episcleral blue nevus. CONCLUSION: This case demonstrates the value of tumor molecular analysis using Next Generation Sequencing (NGS) for differentiating the origin of an unusually located ocular melanoma.


Subject(s)
Melanoma , Nevus, Blue , Skin Neoplasms , Uveal Neoplasms , Female , Genomics , Humans , Melanoma/diagnosis , Melanoma/genetics , Melanoma/pathology , Middle Aged , Nevus, Blue/genetics , Nevus, Blue/pathology , Skin Neoplasms/genetics , Uveal Neoplasms/diagnosis , Uveal Neoplasms/genetics , Uveal Neoplasms/pathology
4.
Eur J Ophthalmol ; 32(1): NP1-NP4, 2022 Jan.
Article in English | MEDLINE | ID: mdl-32700563

ABSTRACT

PURPOSE: Uveal melanoma extension to the central nervous system (CNS) is exceedingly rare, and can occur through optic nerve invasion. We report a rare clinical case that presented with cauda equina syndrome as the initial manifestation of metastasis of choroidal melanoma, and showed neurotropic extension by histopathology. Our patient did not demonstrate any evidence of systemic metastasis otherwise. OBSERVATIONS: A 60-year-old male patient with treated choroidal melanoma in his right eye, with presumed clinical control, developed radiation-induced neovascular glaucoma refractory to medical therapy. The eye required enucleation for pain control. One month post-enucleation, he presented to the emergency department with severe abdominal pain, urine retention, constipation, and leg weakness. Magnetic resonance imaging (MRI) of the spine showed extensive leptomeningeal involvement along the entire spinal cord and the cauda equina. On further inquisition, the patient noted prior visual field defect in the contralateral eye. Brain MRI revealed intracranial metastasis with chiasmal involvement. The patient underwent radiotherapy for the brain and spine to improve his symptoms, and was ultimately transferred to palliative care. CONCLUSION AND IMPORTANCE: Optic nerve invasion in uveal melanoma may lead to neurotropic spread of melanoma cells with risk of intracranial and spinal cord metastasis. Neurological symptoms should raise the suspicion of clinicians regarding this complication, which is associated with increased melanoma-related mortality.


Subject(s)
Cauda Equina Syndrome , Choroid Neoplasms , Melanoma , Uveal Neoplasms , Humans , Male , Middle Aged , Uveal Neoplasms/diagnosis , Uveal Neoplasms/radiotherapy
5.
Cutis ; 108(4): E24-E28, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34847012

ABSTRACT

Pilomatrix carcinoma is a rare adnexal tumor with origin from the germinative matrical cells of the hair follicle. Clinically, it presents as a solitary lesion commonly found in the head and neck region and upper back. The tumors cannot be distinguished by their clinical appearance only and frequently are mistaken for cysts. Histopathologic examination provides the definitive diagnosis in most cases. Such carcinomas are aggressive neoplasms with a high probability of local recurrence and distant metastasis. Assessment of the Wnt signaling pathway components such as ß-catenin, lymphoid enhancer-binding factor 1 (LEF-1) and caudal-related homeobox transcription factor 2 (CDX-2) potentially can be used for diagnostic purposes and targeted therapy. Herein, we report a rare and unique case of early pilomatrix carcinoma with intralesional melanocytes. We also review the molecular pathology and pathogenesis of these carcinomas as well as the significance of early diagnosis in their management.


Subject(s)
Carcinoma , Hair Diseases , Pilomatrixoma , Skin Neoplasms , Hair Diseases/diagnosis , Humans , Pathology, Molecular , Pilomatrixoma/diagnosis , Skin Neoplasms/diagnosis , Skin Neoplasms/genetics
6.
Cancers (Basel) ; 13(14)2021 Jul 20.
Article in English | MEDLINE | ID: mdl-34298857

ABSTRACT

Metastatic uveal melanoma (mUM) is a rare disease. There are limited data on prognostic clinical factors for overall survival (OS) in patients with mUM treated with immune checkpoint inhibitors (ICI). Retrospective and non-randomized prospective studies have reported response rates of 0-17% for anti-PD1/L1 ± anti-CTLA4 ICI in mUM, indicating a potential benefit only in a subset of patients. This study evaluates the characteristics associated with ICI benefit in patients with mUM. We performed a single-center retrospective cohort study of patients with mUM who received anti-PD1/L1 ± anti-CTLA4 ICI between 2014-2019. Clinical and genomic characteristics were collected from a chart review. Treatment response and clinical progression were determined by physician assessment. Multivariable Cox regression models and Kaplan-Meier log-rank tests were used to assess differences in clinical progression-free survival (cPFS) and OS between groups and identify clinical variables associated with ICI outcomes. We identified 71 mUM patients who received 75 lines of ICI therapy. Of these, 54 received anti-PD1/L1 alone, and 21 received anti-PD1/L1 + anti-CTLA4. Patient characteristics were: 53% female, 48% were 65 or older, 72% received one or fewer lines of prior therapy. Within our cohort, 53% of patients had developed metastatic disease <2 years after their initial diagnosis. Bone metastases were present in 12% of patients. The median cPFS was 2.7 months, and the median OS was 10.0 months. In multivariable analyses for both cPFS and OS, the following variables were associated with a good prognosis: ≥2 years from the initial diagnosis to metastatic disease (n = 25), LDH < 1.5 × ULN (n = 45), and absence of bone metastases (n = 66). We developed a Metastatic Uveal Melanoma Prognostic Score (MUMPS). Patients were divided into 3 MUMPS groups based on the number of the above-mentioned prognostic variables: Poor prognosis (0-1), Intermediate prognosis (2) and Good prognosis (3). Good prognosis patients experienced longer cPFS (6.0 months) and OS (34.5 months) than patients with intermediate (2.3 months cPFS, 9.4 months OS) and poor prognosis disease (1.8 months cPFS, 3.9 months OS); p < 0.0001. We developed MUMPS-a prognostic score based on retrospective data that is comprised of 3 readily available clinical variables (time to metastatic diagnosis, presence of bone metastases, and LDH). This MUMPS score has a potential prognostic value. Further validation in independent datasets is warranted to determine the role of this MUMPS score in selecting ICI treatment management for mUM.

8.
J Invest Dermatol ; 141(10): 2470-2479, 2021 10.
Article in English | MEDLINE | ID: mdl-33831431

ABSTRACT

Malignant peripheral nerve sheath tumor (MPNST)-like melanoma is a rare malignancy with overlapping characteristics of both neural sarcoma and melanoma. Although the genomics of cutaneous melanoma has been extensively studied, those of MPNST-like melanoma have not. To characterize the genomic landscape of MPNST-like melanoma, we performed a single-center, retrospective cohort study at a tertiary academic cancer center. Consecutive patients with a confirmed histologic diagnosis of MPNST-like melanoma were screened, and those whose tissues were locally available were included in this analysis. Archival tissue from six patients (eight samples) was submitted for whole-exome and transcriptome sequencing analysis. We compared these data with available genomic studies of cutaneous melanoma and MPNST. NF1 was altered (mutated, deleted, or amplified) in 67% of patients. Genes related to cell cycle regulation were frequently altered, with frequent deletion of ZNF331, which, to the best of our knowledge, has not been previously described in cutaneous melanoma. The serine protease inhibitor SERPINB4 was deleted in 100% of the patients. We show that MPNST-like melanoma presents overlapping genomic features with cutaneous melanoma and MPNST, but it is unique by the frequency of loss of function of ZNF331 and SERPINB4.


Subject(s)
Melanoma/genetics , Nerve Sheath Neoplasms/genetics , Skin Neoplasms/genetics , Adult , Aged , Antigens, Neoplasm/genetics , DNA Copy Number Variations , DNA-Binding Proteins/genetics , Female , Genes, ras , Genomics , Humans , MAP Kinase Signaling System , Male , Melanoma/pathology , Middle Aged , Neoplasm Proteins/genetics , Nerve Sheath Neoplasms/pathology , Retrospective Studies , Serpins/genetics
9.
J Immunother Cancer ; 9(1)2021 01.
Article in English | MEDLINE | ID: mdl-33483342

ABSTRACT

PURPOSE: Anti-programmed cell death protein 1 (PD1)±anti-cytotoxic T-lymphocyte associated protein 4 (CTLA4) immune checkpoint inhibitors (ICIs) are standard therapeutic options for metastatic melanoma. We assessed whether biologic subtype according to primary tumor type or genomic subtype can function as predictive biomarkers for anti-PD1±anti-CTLA4 ICI in patients with advanced melanoma. METHODS: We performed a single-center retrospective cohort analysis of patients who received anti-PD1±anti-CTLA4 ICI for advanced melanoma between 2012 and 2019. Primary tumor type, BRAF and NRAS mutation status, and other covariates were abstracted from chart review. Log-rank tests and multivariable Cox regression models were used to assess differences in clinical progression-free (cPFS) and overall survival (OS). RESULTS: We identified 230 patients who received 249 lines of anti-PD1±anti-CTLA4 ICI for unresectable or metastatic disease. Of these patients, 74% were cutaneous, 11% mucosal, 8% unknown primary and 7% acral. BRAF and NRAS mutations were identified in 35% and 28% of patients, respectively. In multivariable analyses of the entire cohort, acral or mucosal primary tumor type, >3 metastatic sites, elevated LDH were predictive of shorter cPFS and OS. Combination ICI therapy was associated with longer cPFS (HR 0.57, 95% CI 0.38 to 0.86, p=0.007) and OS (HR 0.42, 95% CI 0.28 to 0.65, p<0.001). Combination ICI was significantly associated with longer OS in unknown primary and mucosal melanoma. There was a non-significant trend toward longer OS with anti-PD1+anti-CTLA4 in cutaneous melanoma, but not in acral melanoma. In multivariable analyses, combination ICI was associated with longer OS in NRAS (HR 0.24, 95% CI 0.10 to 0.62, p=0.003, n=69) and BRAF V600E/K (HR 0.47, 95% CI 0.24 to 0.90, p=0.024, n=86) mutant melanoma but not BRAF/NRAS wild-type (n=94) melanoma. CONCLUSIONS: In our cohort, primary melanoma tumor type and genomic subtype were independent predictive markers of cPFS and OS for patients with metastatic melanoma receiving anti-PD1 ICI. Primary tumor type and genomic subtype-including NRAS-should be further evaluated in prospective clinical trials to determine their value as predictive markers. Biologic subtypes may facilitate clinical decision-making when recommending combination ICI treatment (anti-PD1±anti-CTLA4) versus anti-PD1 alone for patients with metastatic melanoma.


Subject(s)
GTP Phosphohydrolases/genetics , Immune Checkpoint Inhibitors/administration & dosage , Ipilimumab/administration & dosage , Melanoma/drug therapy , Membrane Proteins/genetics , Nivolumab/administration & dosage , Proto-Oncogene Proteins B-raf/genetics , Drug Synergism , Female , Humans , Immune Checkpoint Inhibitors/pharmacology , Ipilimumab/pharmacology , Male , Melanoma/classification , Melanoma/genetics , Mutation , Neoplasm Metastasis , Nivolumab/pharmacology , Retrospective Studies , Survival Analysis , Treatment Outcome
10.
J Clin Pathol ; 68(12): 982-91, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25900338

ABSTRACT

Granulomatous disorders of the skin are diverse and include infectious and non-infectious conditions. They are a source of confusion to many dermatologists and pathologists, including even the most experienced dermatopathologists. Correlation with clinical picture, serology, microbiology and careful morphological examination is essential for accurate diagnosis. Most cases require ancillary histopathological studies to reach a final diagnosis. This review discusses important non-infectious granulomatous conditions of the skin and presents a practical approach when confronted with such entities.


Subject(s)
Granuloma/diagnosis , Skin Diseases/diagnosis , Skin/pathology , Diagnosis, Differential , Humans
11.
Cytojournal ; 11: 16, 2014.
Article in English | MEDLINE | ID: mdl-25071858

ABSTRACT

A 58-year-old man presented with productive cough and fever. Computed tomography (CT) scan of the chest showed an upper right paraspinal mass. CT-guided fine-needle aspiration biopsy showed lobules of vacuolated cells against a background of myxoid material. The cells demonstrated moderate to severe nuclear atypia and occasional mitoses. Immunohistochemistry revealed tumor cells to be immunoreactive for calretinin, WT-1, D2-40, cytokeratin (CK) 7, AE1/AE3, high molecular weight keratin, vimentin and epithelial membrane antigen, and negative for thyroid transcription factor-1, Ber-EP4, carcinoembryonic antigen, S100 protein, CK20, and CDX2. The combined morphologic and immunohistochemical findings confirmed the diagnosis of microcystic variant of localized malignant mesothelioma. The subsequent lung resection showed a pleural-based mass in the right upper lobe and confirmed the diagnosis. Awareness of the existence of unusual morphologic variants and localized forms of mesothelioma are necessary to avoid misdiagnosis of fine needle biopsy samples. Recognition of characteristic cytomorphologic features along with optimal use of panel of immunohistochemistry studies is crucial for making a specific diagnosis.

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