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1.
bioRxiv ; 2024 Jul 06.
Artículo en Inglés | MEDLINE | ID: mdl-39005293

RESUMEN

Aging is a major driver of diseases in humans. Identifying features associated with aging is essential for designing robust intervention strategies and discovering novel biomarkers of aging. Extensive studies at both the molecular and organ/whole-body physiological scales have helped determined features associated with aging. However, the lack of meso-scale studies, particularly at the tissue level, limits the ability to translate findings made at molecular scale to impaired tissue functions associated with aging. In this work, we established a tissue image analysis workflow - quantitative micro-anatomical phenotyping (qMAP) - that leverages deep learning and machine vision to fully label tissue and cellular compartments in tissue sections. The fully mapped tissue images address the challenges of finding an interpretable feature set to quantitatively profile age-related microanatomic changes. We optimized qMAP for skin tissues and applied it to a cohort of 99 donors aged 14 to 92. We extracted 914 microanatomic features and found that a broad spectrum of these features, represented by 10 cores processes, are strongly associated with aging. Our analysis shows that microanatomical features of the skin can predict aging with a mean absolute error (MAE) of 7.7 years, comparable to state-of-the-art epigenetic clocks. Our study demonstrates that tissue-level architectural changes are strongly associated with aging and represent a novel category of aging biomarkers that complement molecular markers. Our results highlight the complex and underexplored multi-scale relationship between molecular and tissue microanatomic scales.

2.
J Cutan Pathol ; 49(8): 701-708, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35445765

RESUMEN

BACKGROUND: Checkpoint immunotherapy is frequently associated with cutaneous immune-related adverse events (cirAEs), and among those, the most common subtype shows interface reaction patterns that have been likened to lichen planus (LP); however, cutaneous acute graft versus host disease (aGVHD) may be a closer histopathologic comparator. We used quantitative pathology to compare the immunologic composition of anti-PD-1-associated interface reactions to LP and aGVHD to assess for similarities and differences between these cutaneous eruptions. METHODS: Immunohistochemistry for CD4, CD8, CD68, PD-1, and PD-L1 was performed on formalin-fixed paraffin-embedded tissue from patients with anti-PD-1 interface cirAEs (n = 4), LP (n = 9), or aGVHD (n = 5). Densities of immune cell subsets expressing each marker were quantified using the HALO image analysis immune cell module. Plasma cell and eosinophil density were quantified on routine H&E slides. RESULTS: Specimens from patients with anti-PD-1 interface cirAEs showed equivalent total cell densities and immune cell composition to those with aGVHD. Patients with LP showed higher total immune cell infiltration, higher absolute T-cell densities, increased CD8 proportion, and reduced histiocytic component. The cases with the highest plasma cell counts were all anti-PD-1 interface cirAEs and aGVHD. CONCLUSION: The composition of immune cell subsets in anti-PD-1 interface cirAEs more closely resembles the immune response seen in aGVHD than LP within our cohort. This warrants a closer look via advanced analytics and may have implications for shared pathogenesis and potential treatment options.


Asunto(s)
Enfermedad Injerto contra Huésped , Liquen Plano , Humanos , Inmunohistoquímica , Liquen Plano/patología , Piel/patología , Linfocitos T/patología
4.
Science ; 372(6547)2021 06 11.
Artículo en Inglés | MEDLINE | ID: mdl-34112666

RESUMEN

Next-generation tissue-based biomarkers for immunotherapy will likely include the simultaneous analysis of multiple cell types and their spatial interactions, as well as distinct expression patterns of immunoregulatory molecules. Here, we introduce a comprehensive platform for multispectral imaging and mapping of multiple parameters in tumor tissue sections with high-fidelity single-cell resolution. Image analysis and data handling components were drawn from the field of astronomy. Using this "AstroPath" whole-slide platform and only six markers, we identified key features in pretreatment melanoma specimens that predicted response to anti-programmed cell death-1 (PD-1)-based therapy, including CD163+PD-L1- myeloid cells and CD8+FoxP3+PD-1low/mid T cells. These features were combined to stratify long-term survival after anti-PD-1 blockade. This signature was validated in an independent cohort of patients with melanoma from a different institution.


Asunto(s)
Antineoplásicos Inmunológicos/uso terapéutico , Biomarcadores de Tumor/análisis , Técnica del Anticuerpo Fluorescente , Melanoma/tratamiento farmacológico , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Adulto , Anciano , Anciano de 80 o más Años , Antígenos CD/análisis , Antígenos de Diferenciación Mielomonocítica/análisis , Antígeno B7-H1/análisis , Antígenos CD8/análisis , Femenino , Factores de Transcripción Forkhead/análisis , Humanos , Proteínas de Punto de Control Inmunitario/análisis , Macrófagos/química , Masculino , Melanoma/química , Melanoma/inmunología , Melanoma/patología , Persona de Mediana Edad , Pronóstico , Receptor de Muerte Celular Programada 1/análisis , Supervivencia sin Progresión , Receptores de Superficie Celular/análisis , Factores de Transcripción SOXE/análisis , Análisis de la Célula Individual , Subgrupos de Linfocitos T/química , Subgrupos de Linfocitos T/inmunología , Resultado del Tratamiento , Microambiente Tumoral
5.
Ann Surg ; 271(5): e113-e114, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31090564

RESUMEN

: Vascularized composite allotransplantation (VCA) is a relatively new field in reconstructive medicine. Likely a result of the unique tissue composition of these allografts-including skin and often a bone marrow component-the immunology and rejection patterns do not always mimic those of the well-studied solid organ transplantations. While the number and type of VCAs performed is rapidly expanding, there is still much to be discovered and understood in the field. With more patients, new findings and patterns emerge and add to our understanding of VCA. Here, we present a case report of an upper extremity transplant recipient with trauma-induced rejection.


Asunto(s)
Amputación Traumática/cirugía , Brazo/trasplante , Traumatismos por Explosión/cirugía , Rechazo de Injerto/diagnóstico , Alotrasplante Compuesto Vascularizado , Humanos , Inmunosupresores/uso terapéutico , Masculino , Estados Unidos , Veteranos
7.
J Forensic Sci ; 63(6): 1867-1869, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-29518291

RESUMEN

A complete academic autopsy includes an external examination with inspection of gross dermatologic findings. At our institution, the postmortem examination also includes a standard skin biopsy. We determined the microscopic yield of this standard postmortem skin biopsy and the overall frequency of macroscopic dermatologic diagnoses. We reviewed 389 complete autopsies conducted between 2012 and 2014. Both microscopic and macroscopic dermatologic diagnoses were analyzed. A macroscopic dermatologic diagnosis was made in 32% of cases while a microscopic diagnosis was recorded in 10% of cases. Dermatologic diagnoses were identified as leading directly to cause of death in 4% of patients and as contributing to death in another 20%. Targeted biopsies were more likely to reveal histologic abnormalities than routine biopsies from a standard anatomic site. Better training in skin gross examination in addition to systematic sampling of both skin lesions and grossly normal skin may improve diagnostic accuracy and enhance clinical pathologic correlations.


Asunto(s)
Patologia Forense , Enfermedades de la Piel/patología , Autopsia , Biopsia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Piel/patología
8.
Am J Surg Pathol ; 41(10): 1381-1389, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-28817405

RESUMEN

Cutaneous eruptions are among the most common immune-related adverse events (irAEs) associated with anti-programmed cell death protein 1/programmed cell death ligand 1 therapy, and are often clinically and histologically characterized as lichenoid. Nonlichenoid patterns may also occur and are likely to be encountered by surgical pathologists, given the increasing clinical use of these agents. The purpose of this study is to describe the histopathologic features of nonlichenoid cutaneous irAEs from patients receiving anti-programmed cell death protein 1/programmed cell death ligand 1 therapies for a variety of underlying advanced malignancies. Sixteen patients with 17 biopsied eruptions were included from 2 academic institutions with extensive experience administering and monitoring responses to immune checkpoint blockade as well as treating the potential side effects. Eruptions occurred a median of 10 days (range, 1 d to 11.4 mo) after treatment initiation. Nearly half of specimens demonstrated either a psoriasiform/spongiotic or an urticarial-type reaction pattern on histologic review. Patterns consistent with Grover disease, bullous pemphigoid, and granulomatous dermatitis were also observed. Nearly two-thirds of patients required systemic corticosteroids for treatment of the cutaneous irAE, and 19% of patients discontinued immunotherapy due to their skin eruptions. 75% of patients showed an objective antitumor response. The diverse array of nonlichenoid cutaneous irAE presented here should reflect and inform the scope of histologic patterns encountered by the practicing surgical pathologist. Such eruptions are seen in patients with a variety of underlying tumor types, many of whom ultimately demonstrate a favorable response to immune checkpoint blockade.


Asunto(s)
Antígeno B7-H1/antagonistas & inhibidores , Erupciones por Medicamentos/etiología , Erupciones por Medicamentos/patología , Exantema/inducido químicamente , Exantema/patología , Neoplasias/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Inmunoterapia/efectos adversos , Masculino , Persona de Mediana Edad
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