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Immunosuppressive niche engineering at the onset of human colorectal cancer
by
Sottoriva, Andrea
, Strobl, Maximilian
, Rodriguez-Justo, Manuel
, Hasan, Sara Yakub
, Lakatos, Eszter
, Cross, William C. H.
, Gatenbee, Chandler D.
, Martinez, Pierre
, Leedham, Simon
, Neves, Margarida P.
, West, Jeffrey
, Anderson, Alexander R. A.
, Jansen, Marnix
, Robertson-Tessi, Mark
, Graham, Trevor A.
, Schenck, Ryan O.
, Whelan, Christopher J.
, Baker, Ann-Marie
in
13/51
/ 14/63
/ 38/23
/ 631/67/580
/ 639/705/1041
/ 692/4028/67/1504/1885
/ Adenoma
/ Biological Evolution
/ Biopsy
/ Cancer
/ Carcinoma
/ Colorectal cancer
/ Colorectal carcinoma
/ Colorectal Neoplasms - pathology
/ Computer applications
/ Cytokines
/ Ecological effects
/ Heterogeneity
/ Humanities and Social Sciences
/ Humans
/ Immune response
/ Immune system
/ Immunogenicity
/ Immunotherapy
/ Malignancy
/ Mathematical models
/ multidisciplinary
/ Neoantigens
/ Niches
/ PD-L1 protein
/ Predictions
/ Recruitment
/ Science
/ Science (multidisciplinary)
/ Transformations
/ Tumors
2022
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Immunosuppressive niche engineering at the onset of human colorectal cancer
by
Sottoriva, Andrea
, Strobl, Maximilian
, Rodriguez-Justo, Manuel
, Hasan, Sara Yakub
, Lakatos, Eszter
, Cross, William C. H.
, Gatenbee, Chandler D.
, Martinez, Pierre
, Leedham, Simon
, Neves, Margarida P.
, West, Jeffrey
, Anderson, Alexander R. A.
, Jansen, Marnix
, Robertson-Tessi, Mark
, Graham, Trevor A.
, Schenck, Ryan O.
, Whelan, Christopher J.
, Baker, Ann-Marie
in
13/51
/ 14/63
/ 38/23
/ 631/67/580
/ 639/705/1041
/ 692/4028/67/1504/1885
/ Adenoma
/ Biological Evolution
/ Biopsy
/ Cancer
/ Carcinoma
/ Colorectal cancer
/ Colorectal carcinoma
/ Colorectal Neoplasms - pathology
/ Computer applications
/ Cytokines
/ Ecological effects
/ Heterogeneity
/ Humanities and Social Sciences
/ Humans
/ Immune response
/ Immune system
/ Immunogenicity
/ Immunotherapy
/ Malignancy
/ Mathematical models
/ multidisciplinary
/ Neoantigens
/ Niches
/ PD-L1 protein
/ Predictions
/ Recruitment
/ Science
/ Science (multidisciplinary)
/ Transformations
/ Tumors
2022
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Immunosuppressive niche engineering at the onset of human colorectal cancer
by
Sottoriva, Andrea
, Strobl, Maximilian
, Rodriguez-Justo, Manuel
, Hasan, Sara Yakub
, Lakatos, Eszter
, Cross, William C. H.
, Gatenbee, Chandler D.
, Martinez, Pierre
, Leedham, Simon
, Neves, Margarida P.
, West, Jeffrey
, Anderson, Alexander R. A.
, Jansen, Marnix
, Robertson-Tessi, Mark
, Graham, Trevor A.
, Schenck, Ryan O.
, Whelan, Christopher J.
, Baker, Ann-Marie
in
13/51
/ 14/63
/ 38/23
/ 631/67/580
/ 639/705/1041
/ 692/4028/67/1504/1885
/ Adenoma
/ Biological Evolution
/ Biopsy
/ Cancer
/ Carcinoma
/ Colorectal cancer
/ Colorectal carcinoma
/ Colorectal Neoplasms - pathology
/ Computer applications
/ Cytokines
/ Ecological effects
/ Heterogeneity
/ Humanities and Social Sciences
/ Humans
/ Immune response
/ Immune system
/ Immunogenicity
/ Immunotherapy
/ Malignancy
/ Mathematical models
/ multidisciplinary
/ Neoantigens
/ Niches
/ PD-L1 protein
/ Predictions
/ Recruitment
/ Science
/ Science (multidisciplinary)
/ Transformations
/ Tumors
2022
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Immunosuppressive niche engineering at the onset of human colorectal cancer
Journal Article
Immunosuppressive niche engineering at the onset of human colorectal cancer
2022
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Overview
The evolutionary dynamics of tumor initiation remain undetermined, and the interplay between neoplastic cells and the immune system is hypothesized to be critical in transformation. Colorectal cancer (CRC) presents a unique opportunity to study the transition to malignancy as pre-cancers (adenomas) and early-stage cancers are frequently resected. Here, we examine tumor-immune eco-evolutionary dynamics from pre-cancer to carcinoma using a computational model, ecological analysis of digital pathology data, and neoantigen prediction in 62 patient samples. Modeling predicted recruitment of immunosuppressive cells would be the most common driver of transformation. As predicted, ecological analysis reveals that progressed adenomas co-localized with immunosuppressive cells and cytokines, while benign adenomas co-localized with a mixed immune response. Carcinomas converge to a common immune “cold” ecology, relaxing selection against immunogenicity and high neoantigen burdens, with little evidence for PD-L1 overexpression driving tumor initiation. These findings suggest re-engineering the immunosuppressive niche may prove an effective immunotherapy in CRC.
Integration of mathematical modeling, ecological analyses of patient biopsies, and neoantigen heterogeneity suggests recruitment of immunosuppressive cells is key to initializing transformation from adenoma to carcinoma in human colorectal cancer.
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