HCA Data Explorer

Lineage-dependent gene expression programs influence the immune landscape of colorectal cancer.

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Updated August 30, 2022

Immunotherapy for metastatic colorectal cancer is effective only for mismatch repair-deficient tumors with high microsatellite instability that demonstrate immune infiltration, suggesting that tumor cells can determine their immune microenvironment. To understand this cross-talk, we analyzed the transcriptome of 91,103 unsorted single cells from 23 Korean and 6 Belgian patients. Cancer cells displayed transcriptional features reminiscent of normal differentiation programs, and genetic alterations that apparently fostered immunosuppressive microenvironments directed by regulatory T cells, myofibroblasts and myeloid cells. Intercellular network reconstruction supported the association between cancer cell signatures and specific stromal or immune cell populations. Our collective view of the cellular landscape and intercellular interactions in colorectal cancer provide mechanistic information for the design of efficient immuno-oncology treatment strategies.

Sabine TejparMolecular Digestive Oncology, Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium. sabine.tejpar@uzleuven.be.
Woong-Yang ParkSamsung Genome Institute, Samsung Medical Center, Seoul, Korea. woongyang.park@samsung.com.
Hae-Ock Lee1
Yourae Hong1
Hakki Emre Etlioglu2
Yong Beom Cho3
Valentina Pomella2
Ben Van den Bosch2
Jasper Vanhecke2
Sara Verbandt2
Hyekyung Hong4
Jae-Woong Min1
Nayoung Kim1
Hye Hyeon Eum1
Junbin Qian5
Bram Boeckx5
Diether Lambrechts5
Petros Tsantoulis6
Gert De Hertogh7
Woosung Chung1
Taeseob Lee1
Minae An1
Hyun-Tae Shin1
Je-Gun Joung1
Min-Hyeok Jung8
Gunhwan Ko9
Pratyaksha Wirapati10
Seok Hyung Kim11
Hee Cheol Kim4
Seong Hyeon Yun4
Iain Bee Huat Tan12
Bobby Ranjan13
Woo Yong Lee4
Tae-You Kim14
Jung Kyoon Choi15
Young-Joon Kim8
Shyam Prabhakar13
Sabine Tejpar (Principal Investigator)16
Woong-Yang Park (Principal Investigator)17
1Samsung Genome Institute, Samsung Medical Center, Seoul, Korea.
2Molecular Digestive Oncology, Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium.
3Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea.
4Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
5Center for Cancer Biology, VIB, Leuven, Belgium.
6Centre d'Oncologie, Hôpitaux Universitaires de Genève, Geneva, Switzerland.
7Department of Pathology, University Hospitals Leuven, Leuven, Belgium.
8Department of Biochemistry, College of Life Science and Technology, Yonsei University, Seoul, Korea.
9Korean Bioinformation Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Korea.
10Swiss Institute of Bioinformatics, Lausanne, Switzerland.
11Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
12Division of Medical Oncology, National Cancer Center, Singapore, Singapore.
13Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
14Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.
15Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea.
16Molecular Digestive Oncology, Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium. sabine.tejpar@uzleuven.be.
17Samsung Genome Institute, Samsung Medical Center, Seoul, Korea. woongyang.park@samsung.com.
Ray Stefancsik

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/c715cd2f-dc7c-44a6-9cd5-b6a6d9f075ae
None
INSDC Project Accessions:EGA Accessions:
EGAS00001003779, EGAS00001003769
GEO Series Accessions:Array Express Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

UCSC Cell BrowserUCSC Cell Browser

Project Label

GSE132465_colorectal_cancer

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

large intestine

Organ Part

7 organ parts

Selected Cell Types

Unspecified

Disease Status (Specimen)

2 disease statuses

Disease Status (Donor)

colorectal cancer

Development Stage

human adult stage

Library Construction Method

10x 3' v2

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

cell_type_annotation_protocol_1, cell_type_annotation_protocol_2, expression_matrix_protocol1a, expression_matrix_protocol1b, expression_matrix_protocol2a, expression_matrix_protocol2b

File Format

2 file formats

Cell Count Estimate

109.5k

Donor Count

31
txt.gz9 file(s)xlsx1 file(s)