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1.
Cell ; 184(22): 5577-5592.e18, 2021 10 28.
Artículo en Inglés | MEDLINE | ID: mdl-34644529

RESUMEN

Intratumoral heterogeneity is a critical frontier in understanding how the tumor microenvironment (TME) propels malignant progression. Here, we deconvolute the human pancreatic TME through large-scale integration of histology-guided regional multiOMICs with clinical data and patient-derived preclinical models. We discover "subTMEs," histologically definable tissue states anchored in fibroblast plasticity, with regional relationships to tumor immunity, subtypes, differentiation, and treatment response. "Reactive" subTMEs rich in complex but functionally coordinated fibroblast communities were immune hot and inhabited by aggressive tumor cell phenotypes. The matrix-rich "deserted" subTMEs harbored fewer activated fibroblasts and tumor-suppressive features yet were markedly chemoprotective and enriched upon chemotherapy. SubTMEs originated in fibroblast differentiation trajectories, and transitory states were notable both in single-cell transcriptomics and in situ. The intratumoral co-occurrence of subTMEs produced patient-specific phenotypic and computationally predictable heterogeneity tightly linked to malignant biology. Therefore, heterogeneity within the plentiful, notorious pancreatic TME is not random but marks fundamental tissue organizational units.


Asunto(s)
Neoplasias Pancreáticas/patología , Microambiente Tumoral , Adenocarcinoma/genética , Adenocarcinoma/inmunología , Adenocarcinoma/patología , Fibroblastos Asociados al Cáncer/patología , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/inmunología , Carcinoma Ductal Pancreático/patología , Diferenciación Celular , Proliferación Celular , Epitelio/patología , Matriz Extracelular/metabolismo , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/inmunología , Fenotipo , Células del Estroma/patología , Análisis de Supervivencia , Microambiente Tumoral/inmunología
2.
J Pathol ; 261(4): 413-426, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37768107

RESUMEN

Integration and mining of bioimaging data remains a challenge and lags behind the rapidly expanding digital pathology field. We introduce Hourglass, an open-access analytical framework that streamlines biology-driven visualization, interrogation, and statistical assessment of multiparametric datasets. Cognizant of tissue and clinical heterogeneity, Hourglass systematically organizes observations across spatial and global levels and within patient subgroups. Applied to an extensive bioimaging dataset, Hourglass promptly consolidated a breadth of known interleukin-6 (IL-6) functions via its downstream effector STAT3 and uncovered a so-far unknown sexual dimorphism in the IL-6/STAT3-linked intratumoral T-cell response in human pancreatic cancer. As an R package and cross-platform application, Hourglass facilitates knowledge extraction from multi-layered bioimaging datasets for users with or without computational proficiency and provides unique and widely accessible analytical means to harness insights hidden within heterogeneous tissues at the sample and patient level. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Asunto(s)
Interleucina-6 , Neoplasias Pancreáticas , Humanos , Interleucina-6/genética , Neoplasias Pancreáticas/diagnóstico por imagen , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Fenotipo , Reino Unido , Factor de Transcripción STAT3/genética
3.
Cell Rep ; 42(11): 113251, 2023 11 28.
Artículo en Inglés | MEDLINE | ID: mdl-37913774

RESUMEN

Breast cancer (BC) prognosis and outcome are adversely affected by obesity. Hyperinsulinemia, common in the obese state, is associated with higher risk of death and recurrence in BC. Up to 80% of BCs overexpress the insulin receptor (INSR), which correlates with worse prognosis. INSR's role in mammary tumorigenesis was tested by generating MMTV-driven polyoma middle T (PyMT) and ErbB2/Her2 BC mouse models, respectively, with coordinate mammary epithelium-restricted deletion of INSR. In both models, deletion of either one or both copies of INSR leads to a marked delay in tumor onset and burden. Longitudinal phenotypic characterization of mouse tumors and cells reveals that INSR deletion affects tumor initiation, not progression and metastasis. INSR upholds a bioenergetic phenotype in non-transformed mammary epithelial cells, independent of its kinase activity. Similarity of phenotypes elicited by deletion of one or both copies of INSR suggest a dose-dependent threshold for INSR impact on mammary tumorigenesis.


Asunto(s)
Neoplasias Mamarias Experimentales , Receptor de Insulina , Ratones , Animales , Receptor de Insulina/genética , Recurrencia Local de Neoplasia , Transformación Celular Neoplásica/genética , Células Epiteliales/patología , Neoplasias Mamarias Experimentales/genética , Neoplasias Mamarias Experimentales/patología , Ratones Transgénicos
4.
Clin Cancer Res ; 26(18): 4901-4910, 2020 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-32156747

RESUMEN

PURPOSE: To determine the impact of basal-like and classical subtypes in advanced pancreatic ductal adenocarcinoma (PDAC) and to explore GATA6 expression as a surrogate biomarker. EXPERIMENTAL DESIGN: Within the COMPASS trial, patients proceeding to chemotherapy for advanced PDAC undergo tumor biopsy for RNA-sequencing (RNA-seq). Overall response rate (ORR) and overall survival (OS) were stratified by subtypes and according to chemotherapy received. Correlation of GATA6 with the subtypes using gene expression profiling, in situ hybridization (ISH) was explored. RESULTS: Between December 2015 and May 2019, 195 patients (95%) had enough tissue for RNA-seq; 39 (20%) were classified as basal-like and 156 (80%) as classical. RECIST response data were available for 157 patients; 29 basal-like and 128 classical where the ORR was 10% versus 33%, respectively (P = 0.02). In patients with basal-like tumors treated with modified FOLFIRINOX (n = 22), the progression rate was 60% compared with 15% in classical PDAC (P = 0.0002). Median OS in the intention-to-treat population (n = 195) was 9.3 months for classical versus 5.9 months for basal-like PDAC (HR, 0.47; 95% confidence interval, 0.32-0.69; P = 0.0001). GATA6 expression by RNA-seq highly correlated with the classifier (P < 0.001) and ISH predicted the subtypes with sensitivity of 89% and specificity of 83%. In a multivariate analysis, GATA6 expression was prognostic (P = 0.02). In exploratory analyses, basal-like tumors, could be identified by keratin 5, were more hypoxic and enriched for a T-cell-inflamed gene expression signature. CONCLUSIONS: The basal-like subtype is chemoresistant and can be distinguished from classical PDAC by GATA6 expression.See related commentary by Collisson, p. 4715.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Carcinoma Ductal Pancreático/tratamiento farmacológico , Resistencia a Antineoplásicos/genética , Factor de Transcripción GATA6/genética , Neoplasias Pancreáticas/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patología , Femenino , Fluorouracilo/farmacología , Fluorouracilo/uso terapéutico , Factor de Transcripción GATA6/análisis , Regulación Neoplásica de la Expresión Génica , Humanos , Irinotecán/farmacología , Irinotecán/uso terapéutico , Leucovorina/farmacología , Leucovorina/uso terapéutico , Masculino , Persona de Mediana Edad , Estudios Multicéntricos como Asunto , Oxaliplatino/farmacología , Oxaliplatino/uso terapéutico , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Pronóstico , Estudios Prospectivos , RNA-Seq , Criterios de Evaluación de Respuesta en Tumores Sólidos
5.
Clin Cancer Res ; 26(8): 1997-2010, 2020 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-31964786

RESUMEN

PURPOSE: The molecular drivers of antitumor immunity in pancreatic ductal adenocarcinoma (PDAC) are poorly understood, posing a major obstacle for the identification of patients potentially amenable for immune-checkpoint blockade or other novel strategies. Here, we explore the association of chemokine expression with effector T-cell infiltration in PDAC. EXPERIMENTAL DESIGN: Discovery cohorts comprised 113 primary resected PDAC and 107 PDAC liver metastases. Validation cohorts comprised 182 PDAC from The Cancer Genome Atlas and 92 PDACs from the Australian International Cancer Genome Consortium. We explored associations between immune cell counts by immunohistochemistry, chemokine expression, and transcriptional hallmarks of antitumor immunity by RNA sequencing (RNA-seq), and mutational burden by whole-genome sequencing. RESULTS: Among all known human chemokines, a coregulated set of four (CCL4, CCL5, CXCL9, and CXCL10) was strongly associated with CD8+ T-cell infiltration (P < 0.001). Expression of this "4-chemokine signature" positively correlated with transcriptional metrics of T-cell activation (ZAP70, ITK, and IL2RB), cytolytic activity (GZMA and PRF1), and immunosuppression (PDL1, PD1, CTLA4, TIM3, TIGIT, LAG3, FASLG, and IDO1). Furthermore, the 4-chemokine signature marked tumors with increased T-cell activation scores (MHC I presentation, T-cell/APC costimulation) and elevated expression of innate immune sensing pathways involved in T-cell priming (STING and NLRP3 inflammasome pathways, BATF3-driven dendritic cells). Importantly, expression of this 4-chemokine signature was consistently indicative of a T-cell-inflamed phenotype across primary PDAC and PDAC liver metastases. CONCLUSIONS: A conserved 4-chemokine signature marks resectable and metastatic PDAC tumors with an active antitumor phenotype. This could have implications for the appropriate selection of PDAC patients in immunotherapy trials.


Asunto(s)
Biomarcadores de Tumor/genética , Linfocitos T CD8-positivos/inmunología , Quimiocina CCL4/genética , Quimiocina CCL5/genética , Quimiocina CXCL10/genética , Quimiocina CXCL9/genética , Neoplasias Hepáticas/secundario , Neoplasias Pancreáticas/patología , Biomarcadores de Tumor/inmunología , Quimiocina CCL4/inmunología , Quimiocina CCL5/inmunología , Quimiocina CXCL10/inmunología , Quimiocina CXCL9/inmunología , Estudios de Cohortes , Biología Computacional/métodos , Bases de Datos Genéticas/estadística & datos numéricos , Humanos , Proteínas de Punto de Control Inmunitario/genética , Inmunoterapia/métodos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/inmunología , Mutación , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/inmunología , RNA-Seq/métodos
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