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Spatially confined sub-tumor microenvironments orchestrate pancreatic cancer pathobiology

View ORCID ProfileBarbara T Grünwald, Antoine Devisme, Geoffroy Andrieux, Foram Vyas, Kazeera Aliar, Curtis W McCloskey, Andrew Macklin, Gun Ho Jang, Robert Denroche, Joan Miguel Romero, Prashant Bavi, Peter Bronsert, Faiyaz Notta, Grainne O’Kane, Julie Wilson, Jennifer Knox, Laura Tamblyn, Nikolina Radulovich, Sandra E Fischer, Melanie Boerries, Steven Gallinger, Thomas Kislinger, Rama Khokha
doi: https://doi.org/10.1101/2021.02.18.431890
Barbara T Grünwald
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
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  • ORCID record for Barbara T Grünwald
Antoine Devisme
2Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79110 Freiburg, Germany
3Faculty of Biology, University of Freiburg, Freiburg, Germany
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Geoffroy Andrieux
2Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79110 Freiburg, Germany
4German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, Freiburg, Germany
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Foram Vyas
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
5Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
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Kazeera Aliar
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
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Curtis W McCloskey
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
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Andrew Macklin
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
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Gun Ho Jang
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
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Robert Denroche
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
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Joan Miguel Romero
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
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Prashant Bavi
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
7Department of Laboratory Medicine and Pathobiology, University of Toronto, University Health Network, Toronto, ON M5G 2M9, Canada
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Peter Bronsert
8Core Facility for Histopathology and Digital Pathology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
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Faiyaz Notta
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
5Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
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Grainne O’Kane
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
10Wallace McCain Centre for Pancreatic Cancer, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
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Julie Wilson
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
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Jennifer Knox
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
10Wallace McCain Centre for Pancreatic Cancer, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
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Laura Tamblyn
11Princess Margaret Living Biobank Core, University Health Network, Toronto, ON M5G 1L7, Canada
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Nikolina Radulovich
11Princess Margaret Living Biobank Core, University Health Network, Toronto, ON M5G 1L7, Canada
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Sandra E Fischer
7Department of Laboratory Medicine and Pathobiology, University of Toronto, University Health Network, Toronto, ON M5G 2M9, Canada
9Division of Anatomic Pathology, Laboratory Medicine Program, University Health Network, Toronto, ON M5G 2C4, Canada
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Melanie Boerries
2Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79110 Freiburg, Germany
4German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, Freiburg, Germany
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  • For correspondence: m.boerries@dkfz-heidelberg.de steven.gallinger@uhn.ca thomas.kislinger@utoronto.ca rama.khokha@utoronto.ca
Steven Gallinger
6PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
12Department of Surgery, University of Toronto, Toronto, ON M5T 1P5, Canada
13Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada
14Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, ON M5G 2M9, Canada
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  • For correspondence: m.boerries@dkfz-heidelberg.de steven.gallinger@uhn.ca thomas.kislinger@utoronto.ca rama.khokha@utoronto.ca
Thomas Kislinger
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
5Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
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  • For correspondence: m.boerries@dkfz-heidelberg.de steven.gallinger@uhn.ca thomas.kislinger@utoronto.ca rama.khokha@utoronto.ca
Rama Khokha
1Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
5Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
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  • For correspondence: m.boerries@dkfz-heidelberg.de steven.gallinger@uhn.ca thomas.kislinger@utoronto.ca rama.khokha@utoronto.ca
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Summary

Pancreatic ductal adenocarcinoma (PDAC) remains resistant to most treatments and demonstrates a complex pathobiology. Here, we deconvolute regional heterogeneity in the human PDAC tumor microenvironment (TME), a long-standing obstacle, to define precise stromal contributions to PDAC progression. Large scale integration of histology-guided multiOMICs with clinical data sets and functional in vitro models uncovers two microenvironmental programs in PDAC that were anchored in fibroblast differentiation states. These sub-tumor microenvironments (subTMEs) co-occurred intratumorally and were spatially confined, producing patient-specific cellular and molecular heterogeneity associated with shortened patient survival. Each subTME was uniquely structured to support discrete aspects of tumor biology: reactive regions rich in activated fibroblast communities were immune-hot and promoted aggressive tumor progression while deserted regions enriched in extracellular matrix supported tumor differentiation yet were markedly chemoprotective. In conclusion, PDAC regional heterogeneity derives from biologically distinct reactive and protective TME elements with a defined, active role in PDAC progression.

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  • PDAC regional heterogeneity originates in sub-tumor microenvironments (subTMEs)

  • SubTMEs exhibit distinct immune phenotypes and CAF differentiation states

  • Different subTMEs are either tumor-promoting or chemoprotective

  • Intratumoral subTME co-occurrence links stromal heterogeneity to patient outcome

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted February 19, 2021.
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Spatially confined sub-tumor microenvironments orchestrate pancreatic cancer pathobiology
Barbara T Grünwald, Antoine Devisme, Geoffroy Andrieux, Foram Vyas, Kazeera Aliar, Curtis W McCloskey, Andrew Macklin, Gun Ho Jang, Robert Denroche, Joan Miguel Romero, Prashant Bavi, Peter Bronsert, Faiyaz Notta, Grainne O’Kane, Julie Wilson, Jennifer Knox, Laura Tamblyn, Nikolina Radulovich, Sandra E Fischer, Melanie Boerries, Steven Gallinger, Thomas Kislinger, Rama Khokha
bioRxiv 2021.02.18.431890; doi: https://doi.org/10.1101/2021.02.18.431890
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Spatially confined sub-tumor microenvironments orchestrate pancreatic cancer pathobiology
Barbara T Grünwald, Antoine Devisme, Geoffroy Andrieux, Foram Vyas, Kazeera Aliar, Curtis W McCloskey, Andrew Macklin, Gun Ho Jang, Robert Denroche, Joan Miguel Romero, Prashant Bavi, Peter Bronsert, Faiyaz Notta, Grainne O’Kane, Julie Wilson, Jennifer Knox, Laura Tamblyn, Nikolina Radulovich, Sandra E Fischer, Melanie Boerries, Steven Gallinger, Thomas Kislinger, Rama Khokha
bioRxiv 2021.02.18.431890; doi: https://doi.org/10.1101/2021.02.18.431890

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