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1.
Cell ; 185(2): 299-310.e18, 2022 01 20.
Artículo en Inglés | MEDLINE | ID: mdl-35063072

RESUMEN

Ductal carcinoma in situ (DCIS) is a pre-invasive lesion that is thought to be a precursor to invasive breast cancer (IBC). To understand the changes in the tumor microenvironment (TME) accompanying transition to IBC, we used multiplexed ion beam imaging by time of flight (MIBI-TOF) and a 37-plex antibody staining panel to interrogate 79 clinically annotated surgical resections using machine learning tools for cell segmentation, pixel-based clustering, and object morphometrics. Comparison of normal breast with patient-matched DCIS and IBC revealed coordinated transitions between four TME states that were delineated based on the location and function of myoepithelium, fibroblasts, and immune cells. Surprisingly, myoepithelial disruption was more advanced in DCIS patients that did not develop IBC, suggesting this process could be protective against recurrence. Taken together, this HTAN Breast PreCancer Atlas study offers insight into drivers of IBC relapse and emphasizes the importance of the TME in regulating these processes.


Asunto(s)
Neoplasias de la Mama/patología , Carcinoma Intraductal no Infiltrante/patología , Diferenciación Celular , Estudios de Cohortes , Progresión de la Enfermedad , Células Epiteliales/patología , Epitelio/patología , Matriz Extracelular/metabolismo , Femenino , Fibroblastos/metabolismo , Fibroblastos/patología , Humanos , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/patología , Fenotipo , Análisis de la Célula Individual , Células del Estroma/patología , Microambiente Tumoral
2.
Nature ; 619(7970): 595-605, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37468587

RESUMEN

Beginning in the first trimester, fetally derived extravillous trophoblasts (EVTs) invade the uterus and remodel its spiral arteries, transforming them into large, dilated blood vessels. Several mechanisms have been proposed to explain how EVTs coordinate with the maternal decidua to promote a tissue microenvironment conducive to spiral artery remodelling (SAR)1-3. However, it remains a matter of debate regarding which immune and stromal cells participate in these interactions and how this evolves with respect to gestational age. Here we used a multiomics approach, combining the strengths of spatial proteomics and transcriptomics, to construct a spatiotemporal atlas of the human maternal-fetal interface in the first half of pregnancy. We used multiplexed ion beam imaging by time-of-flight and a 37-plex antibody panel to analyse around 500,000 cells and 588 arteries within intact decidua from 66 individuals between 6 and 20 weeks of gestation, integrating this dataset with co-registered transcriptomics profiles. Gestational age substantially influenced the frequency of maternal immune and stromal cells, with tolerogenic subsets expressing CD206, CD163, TIM-3, galectin-9 and IDO-1 becoming increasingly enriched and colocalized at later time points. By contrast, SAR progression preferentially correlated with EVT invasion and was transcriptionally defined by 78 gene ontology pathways exhibiting distinct monotonic and biphasic trends. Last, we developed an integrated model of SAR whereby invasion is accompanied by the upregulation of pro-angiogenic, immunoregulatory EVT programmes that promote interactions with the vascular endothelium while avoiding the activation of maternal immune cells.


Asunto(s)
Intercambio Materno-Fetal , Trofoblastos , Útero , Femenino , Humanos , Embarazo , Arterias/fisiología , Decidua/irrigación sanguínea , Decidua/citología , Decidua/inmunología , Decidua/fisiología , Primer Trimestre del Embarazo/genética , Primer Trimestre del Embarazo/metabolismo , Primer Trimestre del Embarazo/fisiología , Trofoblastos/citología , Trofoblastos/inmunología , Trofoblastos/fisiología , Útero/irrigación sanguínea , Útero/citología , Útero/inmunología , Útero/fisiología , Intercambio Materno-Fetal/genética , Intercambio Materno-Fetal/inmunología , Intercambio Materno-Fetal/fisiología , Factores de Tiempo , Proteómica , Perfilación de la Expresión Génica , Conjuntos de Datos como Asunto , Edad Gestacional
3.
Acta Neuropathol Commun ; 10(1): 158, 2022 11 04.
Artículo en Inglés | MEDLINE | ID: mdl-36333818

RESUMEN

Neurodegenerative disorders are characterized by phenotypic changes and hallmark proteopathies. Quantifying these in archival human brain tissues remains indispensable for validating animal models and understanding disease mechanisms. We present a framework for nanometer-scale, spatial proteomics with multiplex ion beam imaging (MIBI) for capturing neuropathological features. MIBI facilitated simultaneous, quantitative imaging of 36 proteins on archival human hippocampus from individuals spanning cognitively normal to dementia. Customized analysis strategies identified cell types and proteopathies in the hippocampus across stages of Alzheimer's disease (AD) neuropathologic change. We show microglia-pathologic tau interactions in hippocampal CA1 subfield in AD dementia. Data driven, sample independent creation of spatial proteomic regions identified persistent neurons in pathologic tau neighborhoods expressing mitochondrial protein MFN2, regardless of cognitive status, suggesting a survival advantage. Our study revealed unique insights from multiplexed imaging and data-driven approaches for neuropathologic analysis and serves broadly as a methodology for spatial proteomic analysis of archival human neuropathology. TEASER: Multiplex Ion beam Imaging enables deep spatial phenotyping of human neuropathology-associated cellular and disease features.


Asunto(s)
Enfermedad de Alzheimer , Proteómica , Animales , Humanos , Neuropatología , Enfermedad de Alzheimer/patología , Hipocampo/patología , Microglía/patología , Proteínas tau/metabolismo
4.
Nat Biotechnol ; 39(2): 186-197, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32868913

RESUMEN

Cellular metabolism regulates immune cell activation, differentiation and effector functions, but current metabolic approaches lack single-cell resolution and simultaneous characterization of cellular phenotype. In this study, we developed an approach to characterize the metabolic regulome of single cells together with their phenotypic identity. The method, termed single-cell metabolic regulome profiling (scMEP), quantifies proteins that regulate metabolic pathway activity using high-dimensional antibody-based technologies. We employed mass cytometry (cytometry by time of flight, CyTOF) to benchmark scMEP against bulk metabolic assays by reconstructing the metabolic remodeling of in vitro-activated naive and memory CD8+ T cells. We applied the approach to clinical samples and identified tissue-restricted, metabolically repressed cytotoxic T cells in human colorectal carcinoma. Combining our method with multiplexed ion beam imaging by time of flight (MIBI-TOF), we uncovered the spatial organization of metabolic programs in human tissues, which indicated exclusion of metabolically repressed immune cells from the tumor-immune boundary. Overall, our approach enables robust approximation of metabolic and functional states in individual cells.


Asunto(s)
Metaboloma , Análisis de la Célula Individual , Linfocitos T Citotóxicos/citología , Linfocitos T Citotóxicos/metabolismo , Neoplasias Colorrectales/inmunología , Neoplasias Colorrectales/patología , Humanos , Activación de Linfocitos/inmunología , Subgrupos Linfocitarios/inmunología , Análisis de Flujos Metabólicos
5.
Life Sci Alliance ; 2(6)2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31704709

RESUMEN

TNFα-related apoptosis-inducing ligand (TRAIL), specifically initiates programmed cell death, but often fails to eradicate all cells, making it an ineffective therapy for cancer. This fractional killing is linked to cellular variation that bulk assays cannot capture. Here, we quantify the diversity in cellular signaling responses to TRAIL, linking it to apoptotic frequency across numerous cell systems with single-cell mass cytometry (CyTOF). Although all cells respond to TRAIL, a variable fraction persists without apoptotic progression. This cell-specific behavior is nonheritable where both the TRAIL-induced signaling responses and frequency of apoptotic resistance remain unaffected by prior exposure. The diversity of signaling states upon exposure is correlated to TRAIL resistance. Concomitantly, constricting the variation in signaling response with kinase inhibitors proportionally decreases TRAIL resistance. Simultaneously, TRAIL-induced de novo translation in resistant cells, when blocked by cycloheximide, abrogated all TRAIL resistance. This work highlights how cell signaling diversity, and subsequent translation response, relates to nonheritable fractional escape from TRAIL-induced apoptosis. This refined view of TRAIL resistance provides new avenues to study death ligands in general.


Asunto(s)
Ligando Inductor de Apoptosis Relacionado con TNF/farmacología , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Resistencia a Antineoplásicos , Células HeLa , Humanos , Ligandos , Receptores del Ligando Inductor de Apoptosis Relacionado con TNF/metabolismo , Transducción de Señal/fisiología , Análisis de la Célula Individual/métodos , Ligando Inductor de Apoptosis Relacionado con TNF/metabolismo , Factor de Necrosis Tumoral alfa/farmacología
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