Singapore, 30 June 2022 A team of clinician-scientists and scientists, led by the National Cancer Centre Singapore (NCCS) and A*STARs 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 Healths 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
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
For media queries and clarifications, please contact:
National Cancer Centre Singapore
Dharshini Subbiah
Assistant Manager, Corporate Communications
HP: +65 9616 7532
Email: dharshini.subbiah@nccs.com.sg
Lo Sok Wan
Manager, Corporate Communications
HP: +65 9689 8791
Email: lo.sok.wan@nccs.com.sg
Genome Institute of Singapore, A*STAR
Lyn Lai
Officer, Office of Corporate Communications
Tel: +65 6808 8258
HP: +65 8755 8759
Email: laiy@gis.a-star.edu.sg
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: http://www.nccs.com.sg
About A*STARs 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 http://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*STARs R&D activities span biomedical sciences to physical sciences and engineering, with research entities primarily located in Biopolis and Fusionopolis. For ongoing news, visit http://www.a-star.edu.sg.
Follow us on
Facebook | LinkedIn | Instagram | YouTube
Randomized controlled/clinical trial
Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer.
30-Jun-2022
Read this article:
New classification system proposed for colorectal cancer to guide treatment and clinical trials - EurekAlert
- Silicon Biosystems to Present Single-Circulating Tumor Cell Molecular Characterization at the Fourth World CTC Summit [Last Updated On: April 26th, 2012] [Originally Added On: April 26th, 2012]
- Protein could be key for drugs that promote bone growth [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- Study sheds light on genetic 'clock' in embryonic cells [Last Updated On: November 14th, 2012] [Originally Added On: November 14th, 2012]
- Study involving twin sisters provides clues for battling aggressive cancers [Last Updated On: February 9th, 2014] [Originally Added On: February 9th, 2014]
- Clues for battling aggressive cancers from twin sisters study [Last Updated On: February 11th, 2014] [Originally Added On: February 11th, 2014]
- Genetic cause found for premature ovarian failure [Last Updated On: March 6th, 2014] [Originally Added On: March 6th, 2014]
- Rutgers' Human Genetics Institute Wins $19 Million Federal Contract [Last Updated On: May 15th, 2014] [Originally Added On: May 15th, 2014]
- Elsevier Publishes Four New Books in Microbiology Portfolio [Last Updated On: November 13th, 2014] [Originally Added On: November 13th, 2014]
- Disease, Evolution, Neurology, and Drugs: Fruit Fly Research Continues to Teach Us About Human Biology [Last Updated On: February 28th, 2015] [Originally Added On: February 28th, 2015]
- "Big Brain" Gene Allowed for Evolutionary Expansion of Human Neocortex [Last Updated On: March 8th, 2015] [Originally Added On: March 8th, 2015]
- Director Molecular Genetics jobs in Rtp at LabCorp [Last Updated On: June 1st, 2015] [Originally Added On: June 1st, 2015]
- Molecular Genetics definition of Molecular Genetics in the ... [Last Updated On: June 4th, 2015] [Originally Added On: June 4th, 2015]
- molecular and human genetics | Momentum - The Baylor ... [Last Updated On: June 19th, 2015] [Originally Added On: June 19th, 2015]
- Molecular evolution - Wikipedia, the free encyclopedia [Last Updated On: July 16th, 2015] [Originally Added On: July 16th, 2015]
- The Rockefeller University Laboratory of Molecular Genetics [Last Updated On: July 21st, 2015] [Originally Added On: July 21st, 2015]
- Microbiology & Molecular Genetics - Rutgers New Jersey ... [Last Updated On: September 5th, 2015] [Originally Added On: September 5th, 2015]
- Clinical Genetics Congress | Clinical Genetics 2016 ... [Last Updated On: September 28th, 2016] [Originally Added On: September 28th, 2016]
- Molecular genetics - Wikipedia, the free encyclopedia [Last Updated On: September 28th, 2016] [Originally Added On: September 28th, 2016]
- Molecular Genetics - DNA, RNA, & Protein [Last Updated On: October 20th, 2016] [Originally Added On: October 20th, 2016]
- MCW: Microbiology and Molecular Genetics Department [Last Updated On: October 21st, 2016] [Originally Added On: October 21st, 2016]
- Newcastle Hospitals - Molecular Genetics [Last Updated On: October 21st, 2016] [Originally Added On: October 21st, 2016]
- Molecular evolution - Wikipedia [Last Updated On: October 23rd, 2016] [Originally Added On: October 23rd, 2016]
- Molecular Genetics (Stanford Encyclopedia of Philosophy) [Last Updated On: October 30th, 2016] [Originally Added On: October 30th, 2016]
- Molecular Genetics - mmrl.edu [Last Updated On: November 12th, 2016] [Originally Added On: November 12th, 2016]
- Molecular biology - Wikipedia [Last Updated On: November 12th, 2016] [Originally Added On: November 12th, 2016]
- Human Molecular Genetics - amazon.com [Last Updated On: November 12th, 2016] [Originally Added On: November 12th, 2016]
- Molecular Genetics Service - Great Ormond Street Hospital ... [Last Updated On: November 16th, 2016] [Originally Added On: November 16th, 2016]
- The Passions of Nazneen Rahman - San Francisco Classical Voice [Last Updated On: July 2nd, 2017] [Originally Added On: July 2nd, 2017]
- Genetic Testing for the Healthy - Harvard Medical School (registration) [Last Updated On: July 2nd, 2017] [Originally Added On: July 2nd, 2017]
- Fundraising page set up in memory of Nottingham's Maid Marian - Nottingham Post [Last Updated On: July 2nd, 2017] [Originally Added On: July 2nd, 2017]
- Dogs have their day at conference - Otago Daily Times [Last Updated On: July 2nd, 2017] [Originally Added On: July 2nd, 2017]
- GGC Graduates Two from Medical Genetics Training Program - Index-Journal [Last Updated On: July 2nd, 2017] [Originally Added On: July 2nd, 2017]
- Irvine-based CombiMatrix in $33 million merger deal with Bay Area genetics firm - OCRegister [Last Updated On: August 7th, 2017] [Originally Added On: August 7th, 2017]
- First of 10 expected BJC Investigators named - Washington University School of Medicine in St. Louis [Last Updated On: August 7th, 2017] [Originally Added On: August 7th, 2017]
- Madhuri Hegde, PhD is Elected to the Board of the ACMG Foundation for Genetic and Genomic Medicine - Markets Insider [Last Updated On: August 7th, 2017] [Originally Added On: August 7th, 2017]
- Getting the word out: Seminar, walk put spotlight on Sickle Cell disease - Dothan Eagle [Last Updated On: August 31st, 2017] [Originally Added On: August 31st, 2017]
- Out of a fish gut study, researchers open new doors in intestinal health - Durham Herald Sun [Last Updated On: August 31st, 2017] [Originally Added On: August 31st, 2017]
- Gene-Silencing Finding May Lead to Better Understanding of Some ... - Genetic Engineering & Biotechnology News [Last Updated On: August 31st, 2017] [Originally Added On: August 31st, 2017]
- Molecular Genetics and Genomics Program - Wake Forest ... [Last Updated On: October 1st, 2017] [Originally Added On: October 1st, 2017]
- Genetics and Molecular Biology | Peer Reviewed Journal [Last Updated On: June 30th, 2018] [Originally Added On: June 30th, 2018]
- Leeds Genetics Laboratory - Leeds Teaching Hospitals NHS Trust [Last Updated On: July 17th, 2018] [Originally Added On: July 17th, 2018]
- Genetics and Molecular Biology Research - iMedPub [Last Updated On: August 2nd, 2018] [Originally Added On: August 2nd, 2018]
- Molecular Genetics | ARUP Laboratories [Last Updated On: August 7th, 2018] [Originally Added On: August 7th, 2018]
- Molecular Genetics - The Ohio State University [Last Updated On: August 21st, 2018] [Originally Added On: August 21st, 2018]
- Peer Reviewed Genetics and Molecular Biology Journals ... [Last Updated On: September 5th, 2018] [Originally Added On: September 5th, 2018]
- Department of Microbiology and Molecular Genetics [Last Updated On: October 7th, 2018] [Originally Added On: October 7th, 2018]
- Molecular Genetics Jobs, Employment | Indeed.com [Last Updated On: October 10th, 2018] [Originally Added On: October 10th, 2018]
- Genomic Career: Molecular Geneticist ($35,620-$101,030) [Last Updated On: October 10th, 2018] [Originally Added On: October 10th, 2018]
- Molecular Genetics, Biochemistry & Microbiology [Last Updated On: October 10th, 2018] [Originally Added On: October 10th, 2018]
- Molecular Genetics | Department of Pediatrics [Last Updated On: December 1st, 2018] [Originally Added On: December 1st, 2018]
- Graduate Molecular Genetics - University of Toronto [Last Updated On: January 25th, 2019] [Originally Added On: January 25th, 2019]
- Molecular Genetics - OCME - nyc.gov [Last Updated On: February 19th, 2019] [Originally Added On: February 19th, 2019]
- Molecular Genetics - University of Toronto [Last Updated On: March 6th, 2019] [Originally Added On: March 6th, 2019]
- Department of Microbiology, Immunology and Molecular Genetics [Last Updated On: March 13th, 2019] [Originally Added On: March 13th, 2019]
- Molecular Genetics and Cell Biology [Last Updated On: May 4th, 2019] [Originally Added On: May 4th, 2019]
- Molecular Reproduction, Development and Genetics at IISc [Last Updated On: May 18th, 2019] [Originally Added On: May 18th, 2019]
- Molecular genetics | biology | Britannica.com [Last Updated On: September 7th, 2019] [Originally Added On: September 7th, 2019]
- BCH N of 1 Trial Yields Approved Therapy for Single Rare Disease Patient - Clinical OMICs News [Last Updated On: October 13th, 2019] [Originally Added On: October 13th, 2019]
- 5 habits of highly successful entrepreneurs revealed - GrowthBusiness.co.uk [Last Updated On: October 13th, 2019] [Originally Added On: October 13th, 2019]
- Leading by example: how AquaBounty, Oxford Biomedica, and Berkeley Lights have successfully brought products to market - SynBioBeta [Last Updated On: October 13th, 2019] [Originally Added On: October 13th, 2019]
- Blue Devil of the Week: Searching for Answers in the Genetic Code - Duke Today [Last Updated On: October 13th, 2019] [Originally Added On: October 13th, 2019]
- New Viruses Found in Farmed and Wild Salmon - Hakai Magazine [Last Updated On: October 13th, 2019] [Originally Added On: October 13th, 2019]
- Veterinary Molecular Diagnostics Market to Reach at a CAGR of 8.48% by 2026 With NEOGEN CORPORATION , Thermo Fisher Scientific, Inc., Virbac, General... [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Quantabio to Showcase Industry's Fastest qPCR-based NGS Library Quantification Kit and HiFi PCR Mix at American Society of Human Genetics Annual... [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Top Researchers to Present Discoveries Made Possible by Bionanos Saphyr System for Genome Imaging Technology at the ASHG 2019 Annual Meeting - Yahoo... [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Bionano Genomics Announces Adoption of Its Saphyr System by Clinical Cytogenetics Groups in Academia and Industry to Replace Traditional Methods for... [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Racial Disparities In NIH R01 Funding May Be Partly Caused By Topic Choice : Shots - Health News - NPR [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Denison presents: 'Christianity, Race, and the Haunting of the Biomedical Sciences' - The Newark Advocate [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- This image shows the aftermath of two galaxies colliding - CTV News [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Meet The Cast of Charmed Season 2 - TVOvermind [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Inherited Learning? It Happens, but How Is Uncertain - Quanta Magazine [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Where do Canada's federal parties stand on research funding? - Varsity [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- The double bind faced by black research applicants - University World News [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Excessive Brain Activity Linked to Shorter Life Span - PsychCentral.com [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- World Renowned Experts Appointed to Skyhawk Therapeutics Scientific Advisory Board - PRNewswire [Last Updated On: October 21st, 2019] [Originally Added On: October 21st, 2019]
- Lupus Study Illustrates the Importance of Diversity in Genetic Research - Nature World News [Last Updated On: October 30th, 2019] [Originally Added On: October 30th, 2019]
- Interpace to Present Data at the ATA Annual Meeting - GlobeNewswire [Last Updated On: October 30th, 2019] [Originally Added On: October 30th, 2019]
- Pacific subspecies of fin whales has been revealed by new genetic study - Oceanographic - Oceanographic Magazine [Last Updated On: October 30th, 2019] [Originally Added On: October 30th, 2019]
- Genetic Study: Shared Molecular Pathway Might Influence Susceptibility to Lack of Oxygen Caused by Sleep-disordered Breathing and Other Lung Illnesses... [Last Updated On: October 30th, 2019] [Originally Added On: October 30th, 2019]
- ERT to Treat Pompe May Work Better in Combo with Blood Pressure Medication, Study Says - Pompe Disease News [Last Updated On: October 30th, 2019] [Originally Added On: October 30th, 2019]