- Colorectal cancer is the second deadliest cancer in Singapore and worldwide.
- Classifying colorectal cancer patients into different subgroups is important to direct and optimise treatment and improve outcomes.
- A multi-national team of clinicians and scientists have discovered a fundamental dichotomous grouping of colorectal cancer cells that proposes an update to the CMS classification system, that can impact drug development strategies and stratify treatment approaches for different subgroups of colorectal cancer patients.
Singapore, 30 June 2022 – A team of clinician-scientists and scientists, led by the National Cancer Centre Singapore (NCCS) and A*STAR’s Genome Institute of Singapore (GIS) together with collaborators in Europe and South Korea, used single cell techniques to uncover a central dichotomy for colorectal cancer cells, leading to a proposed update of the classification system for the disease. These findings, published in Nature Genetics on 30 June 2022, have implications for drug development and treatment approaches in colorectal cancer.
In Singapore and worldwide, colorectal cancer is one of the most common cancers and the second-leading cause of cancer death. As it is a heterogeneous disease with substantial biological and clinical differences amongst patients, treating colorectal cancer and prescribing individualised treatment for patients directed by the biology of their disease is a challenge. In 2015, clinicians and scientists classified colorectal cancer based on genes expressed by the tumour (transcriptomics) leading to the 2015 international consensus molecular subtype (CMS1-4) classification, that is to date, the most robust and widely used transcriptomic system. However, the CMS classification relied on transcriptomic analysis of the entire tumour which meant that the individual differences from cancer cells and other stromal cells (e.g. immune, fibroblast & blood vessel cells) were obscured and could not be distinguished.
“The current classification systems for colorectal cancer do not adequately highlight the molecular underpinnings of the disease,” said co-senior author Professor Shyam Prabhakar, Associate Director of Spatial and Single Cell Systems at GIS. “Our team examined the malignant (epithelial) cell subtypes and defined their properties to understand their interactions with other cells using single cell profiling, so that we could accurately describe the heterogeneity of colorectal cancer.”
The NCCS and GIS-led research team analysed 373,000 single cells from 141 tumour samples collected from 63 colorectal cancer patients in Singapore, Belgium and South Korea. Using single-cell and bulk transcriptomics, the team found that the malignant cells belong to two major epithelial subtypes, that they have termed intrinsic-consensus molecular subtypes (iCMS), consisting of iCMS2 and iCMS3, uncovering a central dichotomy that cut across previous classifications of colorectal cancer. Each subtype is characterised by distinct molecular signalling cascades and patterns of DNA duplications or deletions, mutations in key genes, RNA abundance patterns and gene regulatory networks.
Colorectal cancer is widely classified by two systems, microsatellite instable (MSI-H) and microsatellite stable (MSS) colorectal cancer. Colorectal cancer with MSI-H is considered to be very responsive to immunotherapy while MSS cancers are refractory to immunotherapy. Drug development and clinical trials are ongoing to address this pressing unmet need of finding immunotherapies that can work to treat MSS colorectal cancers. However, these trials currently classify MSS colorectal cancer as one group.
The research team found that one-third of MSS tumours were iCMS3 subtype and had cancer cells much more similar to MSI cancers rather than other MSS cancers. Understanding the similarities between MSI-H cancers and iCMS3 MSS cancers could lead to an identification of components that can be exploited to adapt and modify immunotherapy regimens, that might work best in these patients with biology similar to MSI-H cancers. Conversely, understanding the distinct biology of iCMS2 MSS cancers could allow targeted drug development focused on this group of colorectal cancer. Furthermore, the CMS4 group of colorectal cancers, known to have the highest tendency to metastasise, was evenly divided into the iCMS2 and iCMS3 subtypes. Between these two groups, CMS4 cancers with iCMS3 epithelial cells were found to have the worst prognosis.
Based on their findings the research team proposed a refinement of the CMS classification known as “IMF”, which groups colorectal cancer into five groups based on their epithelial status, microsatellite status and the presence of fibrosis. The proposed IMF classification provides new insight into colorectal cancer and its origin, evolution and response to therapies. Further pre-clinical and clinical studies into the biology of the five groups could inform prevention, diagnosis and therapy.
“Currently, clinical trials focus on using immunotherapy combinations to treat microsatellite stable colorectal cancers as one group, not accounting for differences amongst microsatellite stable colorectal cancers. Our study changes the understanding of the diversity of colorectal cancer by showing that there are fundamentally different biological subsets with distinct epithelial characteristics, microsatellite status and interactions with fibrosis. This could help purposefully strategise drug development efforts to effectively target these different subsets of colorectal cancer,” said co-senior author Associate Professor Iain Tan, Senior Consultant and Director of Research, Division of Medical Oncology, NCCS.
The research team plans to perform further analyses to characterise the biological properties, interactions and drug response of iCMS2 and iCMS3 cells, and also re-analyse data from clinical trials to identify differences in treatment response between these two cancer types.
This research is supported by the Singapore Ministry of Health’s National Medical Research Council under its Clinician Scientist Award (MOH-000012) and Clinician Scientist - Individual Research Grant (MOH-000969), and the Agency of Science, Technology and Research (A*STAR).
Study citation: Joanito, I. et al. Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer. Nature Genetics (2022). doi:10.1038/s41588-022-01100-4
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About the National Cancer Centre Singapore
The National Cancer Centre Singapore (NCCS) is a leading national and regional tertiary cancer centre with specialists who are experts in treating cancer. NCCS attends to the majority of cancer cases in Singapore's public healthcare sector. In addition to offering holistic and multidisciplinary oncology care, our clinicians and scientists collaborate with local and international partners to conduct robust, cutting-edge clinical and translational research. To achieve the vision of being a global leading cancer centre, NCCS offers world-class care and shares its depth of experience and expertise by training local and overseas medical professionals.
To meet growing needs, the new NCCS building will be completed in 2022 with increased capacity and expanded facilities dedicated to cancer care, rehabilitation, research and education. To give patients the best treatment outcomes, NCCS will offer access to advanced and innovative treatment such as proton therapy at the new Goh Cheng Liang Proton Therapy Centre.
For more information, please visit: www.nccs.com.sg
About A*STAR’s Genome Institute of Singapore (GIS)
The Genome Institute of Singapore (GIS) is an institute of the Agency for Science, Technology and Research (A*STAR). It has a global vision that seeks to use genomic sciences to achieve extraordinary improvements in human health and public prosperity. Established in 2000 as a centre for genomic discovery, the GIS pursues the integration of technology, genetics and biology towards academic, economic and societal impact, with a mission to "read, reveal and write DNA for a better Singapore and world".
Key research areas at the GIS include Precision Medicine & Population Genomics, Genome Informatics, Spatial & Single Cell Systems, Epigenetic & Epitranscriptomic Regulation, Genome Architecture & Design, and Sequencing Platforms. The genomics infrastructure at the GIS is also utilised to train new scientific talent, to function as a bridge for academic and industrial research, and to explore scientific questions of high impact.
For more information about GIS, please visit www.a-star.edu.sg/gis.
About the Agency for Science, Technology and Research (A*STAR)
A*STAR is Singapore's lead public sector R&D agency. Through open innovation, we collaborate with our partners in both the public and private sectors to benefit the economy and society. As a Science and Technology Organisation, A*STAR bridges the gap between academia and industry. Our research creates economic growth and jobs for Singapore, and enhances lives by improving societal outcomes in healthcare, urban living, and sustainability. A*STAR plays a key role in nurturing scientific talent and leaders for the wider research community and industry. A*STAR’s R&D activities span biomedical sciences to physical sciences and engineering, with research entities primarily located in Biopolis and Fusionopolis. For ongoing news, visit www.a-star.edu.sg.
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Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer.
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