RESUMEN
Metabolic reprogramming in cancer and immune cells occurs to support their increasing energy needs in biological tissues. Here we propose Single Cell Spatially resolved Metabolic (scSpaMet) framework for joint protein-metabolite profiling of single immune and cancer cells in male human tissues by incorporating untargeted spatial metabolomics and targeted multiplexed protein imaging in a single pipeline. We utilized the scSpaMet to profile cell types and spatial metabolomic maps of 19507, 31156, and 8215 single cells in human lung cancer, tonsil, and endometrium tissues, respectively. The scSpaMet analysis revealed cell type-dependent metabolite profiles and local metabolite competition of neighboring single cells in human tissues. Deep learning-based joint embedding revealed unique metabolite states within cell types. Trajectory inference showed metabolic patterns along cell differentiation paths. Here we show scSpaMet's ability to quantify and visualize the cell-type specific and spatially resolved metabolic-protein mapping as an emerging tool for systems-level understanding of tissue biology.
Asunto(s)
Neoplasias Pulmonares , Metabolómica , Femenino , Masculino , Humanos , Metabolómica/métodos , Biología de SistemasRESUMEN
Little is known about how interactions of diet, intestinal stem cells (ISCs), and immune cells affect early-stage intestinal tumorigenesis. We show that a high-fat diet (HFD) reduces the expression of the major histocompatibility complex class II (MHC class II) genes in intestinal epithelial cells, including ISCs. This decline in epithelial MHC class II expression in a HFD correlates with reduced intestinal microbiome diversity. Microbial community transfer experiments suggest that epithelial MHC class II expression is regulated by intestinal flora. Mechanistically, pattern recognition receptor (PRR) and interferon-gamma (IFNγ) signaling regulates epithelial MHC class II expression. MHC class II-negative (MHC-II-) ISCs exhibit greater tumor-initiating capacity than their MHC class II-positive (MHC-II+) counterparts upon loss of the tumor suppressor Apc coupled with a HFD, suggesting a role for epithelial MHC class II-mediated immune surveillance in suppressing tumorigenesis. ISC-specific genetic ablation of MHC class II increases tumor burden cell autonomously. Thus, HFD perturbs a microbiome-stem cell-immune cell interaction that contributes to tumor initiation in the intestine.
Asunto(s)
Antígenos de Histocompatibilidad Clase II , Intestinos , Carcinogénesis , Dieta Alta en Grasa , Células Epiteliales , HumanosRESUMEN
Complete hydatidiform mole (HM) is a gestational trophoblastic disease resulting in hyperproliferation of trophoblast cells and absence of embryo development. Mutations in the maternal-effect gene NLRP7 are the major cause of familial recurrent complete HM. Here, we established an in vitro model of HM using patient-specific induced pluripotent stem cells (iPSCs) derived trophoblasts harboring NLRP7 mutations. Using whole transcriptome profiling during trophoblast differentiation, we showed that impaired NLRP7 expression results in precocious downregulation of pluripotency factors, activation of trophoblast lineage markers, and promotes maturation of differentiated extraembryonic cell types such as syncytiotrophoblasts. Interestingly, we found that these phenotypes are dependent on BMP4 signaling and BMP pathway inhibition corrected the excessive trophoblast differentiation of patient-derived iPSCs. Our human iPSC model of a genetic placental disease recapitulates aspects of trophoblast biology, highlights the broad utility of iPSC-derived trophoblasts for modeling human placental diseases and identifies NLRP7 as an essential modulator of key developmental cell fate regulators.
Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Proteína Morfogenética Ósea 4/metabolismo , Trofoblastos/metabolismo , Proteínas Adaptadoras Transductoras de Señales/genética , Proteínas Adaptadoras Transductoras de Señales/fisiología , Proteína Morfogenética Ósea 4/fisiología , Diferenciación Celular/genética , Células Cultivadas , Femenino , Perfilación de la Expresión Génica/métodos , Humanos , Mola Hidatiforme/genética , Mola Hidatiforme/fisiopatología , Células Madre Pluripotentes Inducidas/fisiología , Modelos Biológicos , Placenta/metabolismo , Embarazo , Transducción de Señal/fisiología , Transcriptoma/genéticaRESUMEN
In the present study a combination of Transforming Growth Factor Beta 3 (TGF-ß3) and Bone Morphogenetic Protein-2 (BMP-2) loaded gelatin films sandwiched between poly (L-lactide) (PLLA)/poly (ε-caprolactone) (PCL) matrices were produced to enhance bone formation in alveolar bone defects. Osteogenic properties of tissue constructs were tested in alveolar bone defect model in rats. Bone healing was assessed by osteogenic gene expression levels of bone sialoprotein (BSP), alkaline phosphatase (ALP), osteonectin (ON, SPARC), osteocalcin (OC), runt-related transcription factor 2 (RUNX2), bone specific alkaline phosphatase (BALP) activity, histomorphometry and microtomography. Increase in osteogenic gene expression levels and BALP activity results showed that new bone formation was significantly accelerated in TGF-ß3 + BMP-2 loaded scaffold group compared to growth factor free and only BMP-2 loaded groups. The micro-computed tomography (µ-CT) data from the 4th months revealed that (TGF-ß3+ BMP-2) loaded scaffolds displayed increased bone formation and was able to fulfill 84% of the defect area (p < 0.05). Accelerated bone formation in the S-GF-B-T group compared to that of the S-GF group at the end of the 4th month was further verified via histomorphometric analysis (p = 0.008). Gene expression, BALP activity, microtomography and histomorphometry analysis indicated that (TGF-ß3 + BMP-2) loaded PLLA/PCL scaffolds increased the new bone formation. BMP-2 loaded scaffolds were less effective than combination of TGF-ß3 and BMP-2 loaded scaffolds. These findings demonstrated that focusing on the PLLA/PCL hybrid scaffolds combined with (TGF-ß3 + BMP-2) may lay the groundwork for future therapy-oriented efforts to enhance bone formation in alveolar defects.