TY - JOUR
T1 - Novel microenvironment-based classification of intrahepatic cholangiocarcinoma with therapeutic implications
AU - Martin-Serrano, Miguel A.
AU - Kepecs, Benjamin
AU - Torres-Martin, Miguel
AU - Bramel, Emily R.
AU - Haber, Philipp K.
AU - Merritt, Elliot
AU - Rialdi, Alexander
AU - Param, Nesteene Joy
AU - Maeda, Miho
AU - Lindblad, Katherine E.
AU - Carter, James K.
AU - Barcena-Varela, Marina
AU - Mazzaferro, Vincenzo
AU - Schwartz, Myron
AU - Affo, Silvia
AU - Schwabe, Robert F.
AU - Villanueva, Augusto
AU - Guccione, Ernesto
AU - Friedman, Scott L.
AU - Lujambio, Amaia
AU - Tocheva, Anna
AU - Llovet, Josep M.
AU - Thung, Swan N.
AU - Tsankov, Alexander M.
AU - Sia, Daniela
N1 - Publisher Copyright:
© Author(s) (or their employer(s)) 2023. No commercial re-use. See rights and permissions. Published by BMJ.
PY - 2023/4
Y1 - 2023/4
N2 - Objective The diversity of the tumour microenvironment (TME) of intrahepatic cholangiocarcinoma (iCCA) has not been comprehensively assessed. We aimed to generate a novel molecular iCCA classifier that incorporates elements of the stroma, tumour and immune microenvironment ('STIM' classification). Design We applied virtual deconvolution to transcriptomic data from ∼900 iCCAs, enabling us to devise a novel classification by selecting for the most relevant TME components. Murine models were generated through hydrodynamic tail vein injection and compared with the human disease. Results iCCA is composed of five robust STIM classes encompassing both inflamed (35%) and non-inflamed profiles (65%). The inflamed classes, named immune classical (∼10%) and inflammatory stroma (∼25%), differ in oncogenic pathways and extent of desmoplasia, with the inflammatory stroma showing T cell exhaustion, abundant stroma and KRAS mutations (p<0.001). Analysis of cell-cell interactions highlights cancer-associated fibroblast subtypes as potential mediators of immune evasion. Among the non-inflamed classes, the desert-like class (∼20%) harbours the lowest immune infiltration with abundant regulatory T cells (p<0.001), whereas the hepatic stem-like class (∼35%) is enriched in 'M2-like' macrophages, mutations in IDH1/2 and BAP1, and FGFR2 fusions. The remaining class (tumour classical: ∼10%) is defined by cell cycle pathways and poor prognosis. Comparative analysis unveils high similarity between a KRAS/p19 murine model and the inflammatory stroma class (p=0.02). The KRAS-SOS inhibitor, BI3406, sensitises a KRAS-mutant iCCA murine model to anti-PD1 therapy. Conclusions We describe a comprehensive TME-based stratification of iCCA. Cross-species analysis establishes murine models that align closely to human iCCA for the preclinical testing of combination strategies.
AB - Objective The diversity of the tumour microenvironment (TME) of intrahepatic cholangiocarcinoma (iCCA) has not been comprehensively assessed. We aimed to generate a novel molecular iCCA classifier that incorporates elements of the stroma, tumour and immune microenvironment ('STIM' classification). Design We applied virtual deconvolution to transcriptomic data from ∼900 iCCAs, enabling us to devise a novel classification by selecting for the most relevant TME components. Murine models were generated through hydrodynamic tail vein injection and compared with the human disease. Results iCCA is composed of five robust STIM classes encompassing both inflamed (35%) and non-inflamed profiles (65%). The inflamed classes, named immune classical (∼10%) and inflammatory stroma (∼25%), differ in oncogenic pathways and extent of desmoplasia, with the inflammatory stroma showing T cell exhaustion, abundant stroma and KRAS mutations (p<0.001). Analysis of cell-cell interactions highlights cancer-associated fibroblast subtypes as potential mediators of immune evasion. Among the non-inflamed classes, the desert-like class (∼20%) harbours the lowest immune infiltration with abundant regulatory T cells (p<0.001), whereas the hepatic stem-like class (∼35%) is enriched in 'M2-like' macrophages, mutations in IDH1/2 and BAP1, and FGFR2 fusions. The remaining class (tumour classical: ∼10%) is defined by cell cycle pathways and poor prognosis. Comparative analysis unveils high similarity between a KRAS/p19 murine model and the inflammatory stroma class (p=0.02). The KRAS-SOS inhibitor, BI3406, sensitises a KRAS-mutant iCCA murine model to anti-PD1 therapy. Conclusions We describe a comprehensive TME-based stratification of iCCA. Cross-species analysis establishes murine models that align closely to human iCCA for the preclinical testing of combination strategies.
KW - cholangiocarcinoma
KW - gene expression
KW - immune response
KW - immunotherapy
KW - molecular biology
UR - http://www.scopus.com/inward/record.url?scp=85130849147&partnerID=8YFLogxK
U2 - 10.1136/gutjnl-2021-326514
DO - 10.1136/gutjnl-2021-326514
M3 - Article
C2 - 35584893
AN - SCOPUS:85130849147
SN - 0017-5749
VL - 72
SP - 736
EP - 748
JO - Gut
JF - Gut
IS - 4
ER -