Unraveling the spatial distribution of CAF subsets in PDAC spheroids through a novel spatial flow cytometry approach
Castro-Silva, S.; Bonaldo, C. C. O. M.; Palma, P. V. B.; Porfirio Xavier, P. L.; More, R. L.; Orellana, M. D.; Caruso, S. R.; Panepucci, R. A.
Show abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by a dense stromal compartment, predominantly composed of cancer-associated fibroblasts (CAFs), that contributes to immune exclusion and therapeutic resistance. Although the phenotypic and functional diversity of stromal cells within the TME is well characterized, their spatial distribution and the mechanisms driving this heterogeneity have not been thoroughly investigated. Here, we present SpheroMap Cytometry, an innovative spatial flow cytometry method that enables high-resolution analysis of spatially organized cellular phenotypes within spheroids. CAPAN-1 pancreatic tumor cells and either HS-5 bone marrow stromal or umbilical cord-derived mesenchymal stromal cells (UC-MSCs) were co-cultured in ultra-low-adhesion 96-well plates. After 48 hours aggregation, spheroids were incubated with Image-iT Green Hypoxia to mark hypoxic cells, and after 72 hours spheroids were dissociated and stained with antibodies against CD73 and CD140B. SpheroMap Cytometry revealed that the hypoxic core was significantly enriched for CD73+ and myCAF-like populations (CD140B+CD73high), indicating a functional link between hypoxia and this CAF subpopulation. Moreover, while hypoxia alone was sufficient to drive myCAF differentiation in heterotypic and monotypic spheroids, we found that normoxic induction of myCAF occurred only in the presence of tumor cells supporting the hypothesis that proximity to tumor cells synergizes with hypoxia to regulate CAF differentiation. Our findings demonstrate that hypoxia drives a distinct stromal architecture in PDAC. SpheroMap Cytometry provides a scalable, high-resolution method to dissect the spatial immunophenotype of 3D tumor models, overcoming limitations of static imaging and conventional flow cytometry, opening new avenues for preclinical assessment of stroma-targeting therapies and the development of immunotherapeutics that reprogram the TME.
Matching journals
The top 16 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Drug resistant pancreatic cancer cells exhibit altered biophysical interactions with stromal fibroblasts in imaging studies of 3D co-culture models 95%
- Simulating the human tumor microenvironment in colorectal cancer organoids in vitro and in vivo 94%
- A vascularized tumoroid model for human glioblastoma angiogenesis 93%
Similar papers in this journal
- Characterization of SOX2, OCT4 and NANOG in ovarian cancer tumor-initiating cells 92%
- Identification of atypical circulating tumor cells with prognostic value in metastatic breast cancer patients 92%
- Inhibition of mitochondrial dynamics preferentially targets pancreatic cancer cells with enhanced tumorigenic and invasive potential 92%
Similar papers in this journal
- A comparative study of the capacity of mesenchymal stromal cell lines to form spheroids 96%
- Isolation of adipose tissue derived regenerative cells from human subcutaneous tissue with or without the use of an enzymatic reagent 93%
- Mesenchymal Stem/ Stromal Cells metabolomic and bioactive factors profiles: a comparative analysis on the Umbilical Cord and Dental Pulp derived Stem/ Stromal Cells secretome 92%
Similar papers in this journal
- A Patient-Derived Scaffold-Based 3D Culture Platform for Head and Neck Cancer: Preserving Tumor Heterogeneity for Personalized Drug Testing 95%
- Modulation of fibroblasts phenotype by colorectal cancer cells-secreted factors is mostly independent of oncogenic KRAS 93%
- An optimized workflow to generate and characterize iPSC-derived motor neuron (MN) spheroids 92%
Similar papers in this journal
- CtBP2 triggers CCN1-induced metastatic dissemination of osteosarcoma cells in a non-hypoxic microenvironment 93%
- In vitro models to mimic tumor endothelial cell-mediated immune cell reprogramming in lung adenocarcinoma 91%
- LAMC2 marks a tumor-initiating cell population with an aggressive signature in pancreatic cancer 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.