Transcriptional subtype-specific microenvironmental crosstalk and tumor cell plasticity in metastatic pancreatic cancer

  • Biology
  • Cancer
  • Cell Atlas
  • Computational Methods
  • Genomics
  • Immunology
  • Medicine
  • Technology
  • Peter Winter
  • Andrew Navia
  • Jennyfer Galvez-Reyes
  • Nolawit Mulugeta
  • Alex K. Shalek
  • Raghavan et al.▾
    Raghavan, S.*, Winter, P.S.*, Navia, A.W.*, Williams, H.L.*, DenAdel, A., Kalekar, R.L., Galvez-Reyes, J., Lowder, K.E., Mulugeta, N., Raghavan, M.S., Borah, A.A., Väyrynen, S.A., Costa, A.D., Ng, R.W.S., Wang, J., Reilly, E., Ragon, D.Y., Brais, L.K., Jaeger, A.M., Spurr, L.F., Li, Y.Y., Cherniack, A.D., Wakiro, I., Rotem, A., Johnson, B.E., McFarland, J.M., Sicinska, E.T., Jacks, T.E., Clancy, T.E., Perez, K., Rubinson, D.A., Ng, K., Cleary, J.M., Crawford, L., Manalis, S.R., Nowak, J.A., Wolpin, B.M., Hahn, W.C., Aguirre, A.J., Shalek, A.K.
  • bioRxiv
  • September, 2020
Biology
Cancer
Cell Atlas
Computational Methods
Genomics
Immunology
Medicine
Technology
Peter Winter
Andrew Navia
Jennyfer Galvez-Reyes
Nolawit Mulugeta
Alex K. Shalek

Abstract

In pancreatic ductal adenocarcinoma (PDAC), the basal-like and classical transcriptional subtypes are associated with differential chemotherapy sensitivity and patient survival. These phenotypes have been defined using bulk transcriptional profiling, which can mask underlying cellular heterogeneity and the biologic mechanisms that distinguish these subtypes. Furthermore, few studies have interrogated metastases, which are the cause of mortality in most patients with this highly lethal disease. Using single-cell RNA-sequencing of metastatic needle biopsies and matched organoid models, we demonstrate intra-tumoral subtype heterogeneity at the single-cell level and define a continuum for the basal-like and classical phenotypes that includes hybrid cells that co-express features of both states. Basal-like tumors show enrichment of mesenchymal and stem-like programs, and demonstrate immune exclusion and tumor cell crosstalk with specific macrophage subsets. Conversely, classical tumors harbor greater immune infiltration and a relatively pro-angiogenic microenvironment. Matched organoid models exhibit a strong bias against the growth of basal-like cells in standard organoid media, but modification of culture conditions can rescue the basal-like phenotype. This study reframes the transcriptional taxonomy of PDAC, demonstrates how divergent transcriptional subtypes associate with unique tumor microenvironments, and highlights the importance of evaluating both genotype and transcriptional phenotype to establish high-fidelity patient-derived cancer models.

Transcriptional subtype-specific microenvironmental crosstalk and tumor cell plasticity in metastatic pancreatic cancer