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Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma

Pancreatic ductal adenocarcinoma (PDAC) is projected to become the second leading cause of cancer-related death. Hallmarks include desmoplasia with variable extracellular matrix (ECM) architecture and a complex microenvironment with spatially defined tumor, stromal, and immune populations. Neverthel...

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Autores principales: Mascharak, Shamik, Guo, Jason L., Foster, Deshka S., Khan, Anum, Davitt, Michael F., Nguyen, Alan T., Burcham, Austin R., Chinta, Malini S., Guardino, Nicholas J., Griffin, Michelle, Lopez, David M., Miller, Elisabeth, Januszyk, Michael, Raghavan, Shyam S., Longacre, Teri A., Delitto, Daniel J., Norton, Jeffrey A., Longaker, Michael T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694604/
https://www.ncbi.nlm.nih.gov/pubmed/37865092
http://dx.doi.org/10.1016/j.xcrm.2023.101248
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author Mascharak, Shamik
Guo, Jason L.
Foster, Deshka S.
Khan, Anum
Davitt, Michael F.
Nguyen, Alan T.
Burcham, Austin R.
Chinta, Malini S.
Guardino, Nicholas J.
Griffin, Michelle
Lopez, David M.
Miller, Elisabeth
Januszyk, Michael
Raghavan, Shyam S.
Longacre, Teri A.
Delitto, Daniel J.
Norton, Jeffrey A.
Longaker, Michael T.
author_facet Mascharak, Shamik
Guo, Jason L.
Foster, Deshka S.
Khan, Anum
Davitt, Michael F.
Nguyen, Alan T.
Burcham, Austin R.
Chinta, Malini S.
Guardino, Nicholas J.
Griffin, Michelle
Lopez, David M.
Miller, Elisabeth
Januszyk, Michael
Raghavan, Shyam S.
Longacre, Teri A.
Delitto, Daniel J.
Norton, Jeffrey A.
Longaker, Michael T.
author_sort Mascharak, Shamik
collection PubMed
description Pancreatic ductal adenocarcinoma (PDAC) is projected to become the second leading cause of cancer-related death. Hallmarks include desmoplasia with variable extracellular matrix (ECM) architecture and a complex microenvironment with spatially defined tumor, stromal, and immune populations. Nevertheless, the role of desmoplastic spatial organization in patient/tumor variability remains underexplored, which we elucidate using two technologies. First, we quantify ECM patterning in 437 patients, revealing architectures associated with disease-free and overall survival. Second, we spatially profile the cellular milieu of 78 specimens using codetection by indexing, identifying an axis of pro-inflammatory cell interactions predictive of poorer outcomes. We discover that clinical characteristics, including neoadjuvant chemotherapy status, tumor stage, and ECM architecture, correlate with differential stromal-immune organization, including fibroblast subtypes with distinct niches. Lastly, we define unified signatures that predict survival with areas under the receiver operating characteristic curve (AUCs) of 0.872–0.903, differentiating survivorship by 655 days. Overall, our findings establish matrix ultrastructural and cellular organizations of fibrosis linked to poorer outcomes.
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spelling pubmed-106946042023-12-05 Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma Mascharak, Shamik Guo, Jason L. Foster, Deshka S. Khan, Anum Davitt, Michael F. Nguyen, Alan T. Burcham, Austin R. Chinta, Malini S. Guardino, Nicholas J. Griffin, Michelle Lopez, David M. Miller, Elisabeth Januszyk, Michael Raghavan, Shyam S. Longacre, Teri A. Delitto, Daniel J. Norton, Jeffrey A. Longaker, Michael T. Cell Rep Med Article Pancreatic ductal adenocarcinoma (PDAC) is projected to become the second leading cause of cancer-related death. Hallmarks include desmoplasia with variable extracellular matrix (ECM) architecture and a complex microenvironment with spatially defined tumor, stromal, and immune populations. Nevertheless, the role of desmoplastic spatial organization in patient/tumor variability remains underexplored, which we elucidate using two technologies. First, we quantify ECM patterning in 437 patients, revealing architectures associated with disease-free and overall survival. Second, we spatially profile the cellular milieu of 78 specimens using codetection by indexing, identifying an axis of pro-inflammatory cell interactions predictive of poorer outcomes. We discover that clinical characteristics, including neoadjuvant chemotherapy status, tumor stage, and ECM architecture, correlate with differential stromal-immune organization, including fibroblast subtypes with distinct niches. Lastly, we define unified signatures that predict survival with areas under the receiver operating characteristic curve (AUCs) of 0.872–0.903, differentiating survivorship by 655 days. Overall, our findings establish matrix ultrastructural and cellular organizations of fibrosis linked to poorer outcomes. Elsevier 2023-10-20 /pmc/articles/PMC10694604/ /pubmed/37865092 http://dx.doi.org/10.1016/j.xcrm.2023.101248 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Mascharak, Shamik
Guo, Jason L.
Foster, Deshka S.
Khan, Anum
Davitt, Michael F.
Nguyen, Alan T.
Burcham, Austin R.
Chinta, Malini S.
Guardino, Nicholas J.
Griffin, Michelle
Lopez, David M.
Miller, Elisabeth
Januszyk, Michael
Raghavan, Shyam S.
Longacre, Teri A.
Delitto, Daniel J.
Norton, Jeffrey A.
Longaker, Michael T.
Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title_full Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title_fullStr Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title_full_unstemmed Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title_short Desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
title_sort desmoplastic stromal signatures predict patient outcomes in pancreatic ductal adenocarcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694604/
https://www.ncbi.nlm.nih.gov/pubmed/37865092
http://dx.doi.org/10.1016/j.xcrm.2023.101248
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