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Supplementary Figure S2. Correlation between plasma RTK changes with MAPKi, PFS, and initial tumor shrinkage (using RECIST) in melanoma patients.

Supplementary Methods, Figure Legends

Supplementary Figures 1-2 from Three-kinase inhibitor combination recreates multipathway effects of a geldanamycin analogue on hepatocellular carcinoma cell death

Multitarget compounds that act on a diverse set of regulatory pathways are emerging as a therapeutic approach for a variety of cancers. Toward a more specified use of this approach, we hypothesize that the desired efficacy can be recreated in terms of a particular combination of relatively more specific (i.e., ostensibly single target) compounds. We test this hypothesis for the geldanamycin analogue 17-Allylamino-17-demethoxygeldanamycin (17AAG) in hepatocellular carcinoma cells, measuring critical phosphorylation levels that indicate the kinase pathway effects correlating with apoptotic responsiveness of the Hep3B cell line in contrast to the apoptotic resistance of the Huh7 cell line. A principal components analysis (PCA) constructed from time course measurements of seven phosphoprotein signaling levels identified modulation of the AKT, IκB kinase, and signal transducer and activator of transcription 3 pathways by 17AAG treatment as most important for distinguishing these cell-specific death responses. The analysis correctly suggested from 17AAG-induced effects on these phosphoprotein levels that the FOCUS cell line would show apoptotic responsiveness similarly to Hep3B. The PCA also guided the inhibition of three critical pathways and rendered Huh7 cells responsive to 17AAG. Strikingly, in all three hepatocellular carcinoma lines, the three-inhibitor combination alone exhibited similar or greater efficacy to 17AAG. We conclude that (a) the PCA captures and clusters the multipathway phosphoprotein time courses with respect to their 17AAG-induced apoptotic responsiveness and (b) we can recreate, in a more specified manner, the cellular responses of a prospective multitarget cancer therapeutic. [Mol Cancer Ther 2009;8(8):2183–92]

In vitro models of human liver functions are used across a diverse range of applications in preclinical drug development and disease modeling, with particular increasing interest in models that capture facets of liver inflammatory status. This study investigates how the interplay between biophysical and biochemical microenvironment cues influence phenotypic responses, including inflammation signatures, of primary human hepatocytes (PHH) cultured in a commercially available perfused bioreactor. A 3D printing-based alginate microwell system was designed to form thousands of hepatic spheroids in a scalable manner as a comparator 3D culture modality to the bioreactor. Soft, synthetic extracellular matrix (ECM) hydrogel scaffolds with biophysical properties mimicking features of liver were engineered to replace polystyrene scaffolds, and the biochemical microenvironment was modulated with a defined set of growth factors and signaling modulators. The supplemented media significantly increased tissue density, albumin secretion, and CYP3A4 activity but also upregulated inflammatory markers. Basal inflammatory markers were lower for cells maintained in ECM hydrogel scaffolds or spheroid formats than polystyrene scaffolds, while hydrogel scaffolds exhibited the most sensitive response to inflammation as assessed by multiplexed cytokine and RNA-seq analyses. Together, these engineered 3D liver microenvironments provide insights for probing human liver functions and inflammatory response in vitro.

Background Pediatric gliomas comprise a diverse set of brain tumor entities that have substantial long-term ramifications for patient survival and quality of life. However, the study of these tumors is currently limited due to a lack of authentic models. Additionally, many aspects of pediatric brain tumor biology, such as tumor cell invasiveness, have been difficult to study with currently available tools. To address these issues, we developed a synthetic extracellular matrix (sECM)-based culture system to grow and study primary pediatric brain tumor cells. Methods We developed a brain-like sECM material as a supportive scaffold for the culture of primary, patient-derived pediatric glioma cells and established patient-derived cell lines. Primary juvenile brainstem-derived murine astrocytes were used as a feeder layer to support the growth of primary human tumor cells. Results We found that our culture system facilitated the proliferation of various primary pediatric brain tumors, including low-grade gliomas, and enabled ex vivo testing of investigational therapeutics. Additionally, we found that tuning this sECM material allowed us to assess high-grade pediatric glioma cell invasion and evaluate therapeutic interventions targeting invasive behavior. Conclusion Our sECM culture platform provides a multipurpose tool for pediatric brain tumor researchers that enables both a wide breadth of biological assays and the cultivation of diverse tumor types.

An estimated 70% of individuals with type 2 diabetes also suffer from nonalcoholic fatty liver disease (NAFLD) . Insulin resistance is pathologically fundamental to both NAFLD and T2D, however the mechanisms of insulin resistance linking these complex diseases remains incompletely understood. Microphysiological systems provide an avenue to simulate disease parameters in the context of human biology, however current in vitro models of hepatic insulin resistance often include nutrient and insulin concentrations orders of magnitude above in vivo levels. Here, we established an in vitro 3D model culturing primary human hepatocytes and non-parenchymal cells in physiologically relevant media conditions simulating both baseline physiological and T2D conditions. Albumin secretion and cytochrome p450 assays indicate hepatocytes remain functional over two weeks in culture for both physiological and T2D conditions. Results further show hepatocytes cultured in physiological conditions maintain insulin responsiveness after 12 days in culture, measured by glucose output following dose response of insulin stimulation. Conversely, cells cultured in T2D media conditions have significantly attenuated response to insulin stimulation compared to the physiological condition. Measuring insulin clearance from the media also showed reduced clearance over time for the T2D conditions. Together, these results demonstrate the induction of hepatic insulin resistance through culture with insulin concentrations found in the portal vein of T2D patients. Studies further applying this in vitro model to understand insulin resistance mechanisms are ongoing. Disclosure E.Tevonian: Research Support; Novo Nordisk. J.F.Jeppesen: Employee; Novo Nordisk A/S. D.Lauffenburger: None. L.G.Griffith: Research Support; Novo Nordisk A/S, Novo Nordisk A/S, Novo Nordisk A/S, Novo Nordisk A/S, Novo Nordisk A/S, Novo Nordisk A/S, Novo Nordisk A/S.

SummaryThe capacity to generate functional hepatocytes from renewable human pluripotent stem cells (hPSCs) could address limited supplies of primary human hepatocytes. However, hepatocytes differentiated from hPSCs in vitro are functionally immature. To understand mechanisms regulating maturation of in vitro derived hepatocytes, we developed a 3D spheroid differentiation system and compared gene regulatory elements in uncultured human primary hepatocytes with those in hepatocytes that were differentiated in 2D or 3D conditions from human PSCs by RNA-seq, ATAC-seq, and H3K27Ac ChIP-seq. Three-dimensional differentiation improved enhancer activity and expression of transcription factor ONECUT1, but was insufficient to upregulate human-specific mature hepatocytes marker gene CYP3A4 or super-enhancer regulated transcription factor gene NFIC. Regulome comparisons showed reduced enrichment of thyroid receptor THRB motifs in accessible chromatin and in active enhancers without reduced transcription of THRB, suggesting the regulation at the level of THRB ligands in PSC-differentiated hepatocytes. Addition of thyroid hormone T3 to the PSC-differentiated hepatocytes increased CYP3A4 expression. T3 increased binding of THRB to the CYP3A4 proximal enhancer and restored the super-enhancer status and gene expression of NFIC and reduced expression of AFP. The resultant hPSC-hepatocytes showed gene expression, epigenetic status and super-enhancer landscape closer to primary hepatocytes and activated regulatory regions including non-coding SNPs associated with liver-related diseases. Transplanting the 3D PSC-hepatocytes into immunocompromised mice resulted in engraftment of human hepatocytes in the mouse liver parenchyma without disrupting normal liver histology at 6 months after transplantation. This work provides insights into the functions of nuclear receptor THRB and highlights the importance of the environmental factors-nuclear receptors axis in regulating maturation of human PSC-differentiated cell types.

In vitro models of human liver functions are used across a diverse range of applications in preclinical drug development and disease modeling, with particular increasing interest in models that capture facets of liver inflammatory status. This study investigates how the interplay between biophysical and biochemical microenvironment cues influences phenotypic responses, including inflammation signatures, of primary human hepatocytes (PHHs) cultured in a commercially available perfused bioreactor. A 3D printing‐based alginate microwell system is designed to form thousands of hepatic spheroids in a scalable manner as a comparator 3D culture modality to the bioreactor. Soft, synthetic extracellular matrix (ECM) hydrogel scaffolds with biophysical properties mimicking features of liver are engineered to replace polystyrene scaffolds, and the biochemical microenvironment is modulated with a defined set of growth factors and signaling modulators. The supplemented media significantly increases tissue density, albumin secretion, and CYP3A4 activity but also upregulates inflammatory markers. Basal inflammatory markers are lower for cells maintained in ECM hydrogel scaffolds or spheroid formats than polystyrene scaffolds, while hydrogel scaffolds exhibit the most sensitive response to inflammation as assessed by multiplexed cytokine and RNA‐Seq analyses. Together, these engineered 3D liver microenvironments provide insights for probing human liver functions and inflammatory response in vitro.