TY - JOUR
T1 - Identification of Novel Molecular Subgroups in Esophageal Adenocarcinoma to Predict Response to Neo-Adjuvant Therapies
AU - Hoefnagel, Sanne J. M.
AU - Koemans, Willem J.
AU - Khan, Hina N.
AU - Koster, Jan
AU - Meijer, Sybren L.
AU - van Dieren, Jolanda M.
AU - Kodach, Liudmila L.
AU - van Sandick, Johanna W.
AU - Calpe, Silvia
AU - del Sancho-Serra, Carmen M.
AU - Correia, Ana C. P.
AU - van Berge Henegouwen, Mark I.
AU - Gisbertz, Suzanne S.
AU - Hulshof, Maarten C. C. M.
AU - Mattioli, Sandro
AU - Spaander, Manon C. W.
AU - Krishnadath, Kausilia K.
N1 - Funding Information: This work by KKK was supported by the European Research Council (ERC) starting grant: ERC-StG 282079 TargetS4Barrett, ERC-POC 632258 BMP4EAC, and a Dutch government grant: LSH-TKI-PPP 2017. This was an investigator-initiated study. The funders had no role in the study design; in the collection, analysis or interpretation of data; in the writing of the report or in the decision to submit for publication. Publisher Copyright: © 2022 by the authors.
PY - 2022/9/1
Y1 - 2022/9/1
N2 - Esophageal adenocarcinoma (EAC) is a highly aggressive cancer and its response to chemo- and radiotherapy is unpredictable. EACs are highly heterogeneous at the molecular level. The aim of this study was to perform gene expression analysis of EACs to identify distinct molecular subgroups and to investigate expression signatures in relation to treatment response. In this prospective observational study, RNA sequencing was performed on pre-treatment endoscopic EAC biopsies from a discovery cohort included between 2012 and 2017 in one Dutch Academic Center. Four additional cohorts were analyzed for validation purposes. Unsupervised clustering was performed on 107 patients to identify biological EAC subgroups. Specific cell signaling profiles were identified and evaluated with respect to predicting response to neo-adjuvant chemo(radio)therapy. We identified and validated three distinct biological EAC subgroups, characterized by (1) p38 MAPK/Toll-like receptor signaling; (2) activated immune system; and (3) impaired cell adhesion. Subgroup 1 was associated with poor response to chemo-radiotherapy. Moreover, an immune signature with activated T-cell signaling, and increased number of activated CD4 T memory cells, neutrophils and dendritic cells, and decreased M1 and M2 macrophages and plasma cells, was associated with complete histopathological response. This study provides a novel molecular classification for EACs. EAC subgroup 1 proved to be more therapy-resistant, while immune signaling was increased in patients with complete response to chemo-radiotherapy. Our findings give insight into the biology of EACs and in cellular signaling mechanisms underlying response to neo-adjuvant treatment. Future implementation of this classification will improve patient stratification and enhance the development of targeted therapies.
AB - Esophageal adenocarcinoma (EAC) is a highly aggressive cancer and its response to chemo- and radiotherapy is unpredictable. EACs are highly heterogeneous at the molecular level. The aim of this study was to perform gene expression analysis of EACs to identify distinct molecular subgroups and to investigate expression signatures in relation to treatment response. In this prospective observational study, RNA sequencing was performed on pre-treatment endoscopic EAC biopsies from a discovery cohort included between 2012 and 2017 in one Dutch Academic Center. Four additional cohorts were analyzed for validation purposes. Unsupervised clustering was performed on 107 patients to identify biological EAC subgroups. Specific cell signaling profiles were identified and evaluated with respect to predicting response to neo-adjuvant chemo(radio)therapy. We identified and validated three distinct biological EAC subgroups, characterized by (1) p38 MAPK/Toll-like receptor signaling; (2) activated immune system; and (3) impaired cell adhesion. Subgroup 1 was associated with poor response to chemo-radiotherapy. Moreover, an immune signature with activated T-cell signaling, and increased number of activated CD4 T memory cells, neutrophils and dendritic cells, and decreased M1 and M2 macrophages and plasma cells, was associated with complete histopathological response. This study provides a novel molecular classification for EACs. EAC subgroup 1 proved to be more therapy-resistant, while immune signaling was increased in patients with complete response to chemo-radiotherapy. Our findings give insight into the biology of EACs and in cellular signaling mechanisms underlying response to neo-adjuvant treatment. Future implementation of this classification will improve patient stratification and enhance the development of targeted therapies.
KW - RNA sequencing
KW - esophageal adenocarcinoma
KW - predicting response to therapy
KW - subgroups
UR - http://www.scopus.com/inward/record.url?scp=85138701136&partnerID=8YFLogxK
U2 - https://doi.org/10.3390/cancers14184498
DO - https://doi.org/10.3390/cancers14184498
M3 - Article
C2 - 36139661
SN - 2072-6694
VL - 14
JO - Cancers
JF - Cancers
IS - 18
M1 - 4498
ER -