Canadian Centre for Computational Genomics

What Canadian Centre for Computational Genomics does

The Canadian Centre for Computational Genomics (C3G) is a bioinformatics core facility established in 2011 and hosted at McGill University in Montréal, providing computational genomics services, custom software development, and secure high-performance computing infrastructure to the life sciences research community. C3G operates four functional units — a Services Team that delivers standardized and tailored omics analyses, a Technical Development Team that maintains its open-source workflow engine GenPipes, a Data Team that develops platforms such as Bento (GA4GH-compliant data management), Freezeman (sample tracking), and the IHEC Data Portal, and a SecureData4Health unit that runs a CFI-funded secure cloud for genomic and clinical data. The center serves academic researchers, government bodies, and life-sciences industry clients across Quebec, Canada, and internationally through quote-based professional services engagements, supplemented by grant funding from Genome Canada, Genome Quebec, CIHR, CFI, and the Bill & Melinda Gates Foundation.

C3G's technology stack centers on GenPipes, a Python-based workflow management system supporting DNA-Seq, RNA-Seq, ChIP-Seq, Methyl-Seq, tumor-pair, and Nanopore pipelines optimized for SLURM-scheduled HPC and cloud environments; the platform has been developed and maintained for over 15 years and is integrated with Canada's national advanced research computing infrastructure via Calcul Québec and the Digital Research Alliance of Canada. Complementary platforms include SecureData4Health (a controlled-access cloud for sensitive health data), Bento (GA4GH-compliant federated data sharing), and a recently launched Health Data Science (HeDS) platform that extends the offering into biostatistics, ML/AI integration, FAIR data management, and mRNA therapeutic optimization through the DOTS-RNA portal. The center is directed by Prof. Guillaume Bourque, a Canada Research Chair in Computational Genomics and Medicine, and operates with a team of approximately 40 bioinformaticians, data scientists, software developers, and program managers.

Commercially, C3G runs a hybrid model that combines fee-for-service professional services (omics analyses, secure cloud computing, custom software development) with training programs delivered in partnership with MiCM, CDSI, and Calcul Québec. Pricing is quote-based with multi-year contract terms and no public tiers; industry clients access the facility through a dedicated "Services for Industry Users" track, while academic and government clients represent the primary volume. The organization does not appear to have external private investors, traditional equity ownership, or a public listing; its funding base is anchored in federal and provincial research grants plus institutional partnerships with the McGill Genome Centre, INSPQ, GA4GH, IHEC, and the Bill & Melinda Gates Foundation, and its growth signals center on national-scale data coordination (15,000 genomes integrated into the Pan-Canadian Genome Library) and platform extensions rather than commercial acceleration.

Name

Canadian Centre for Computational Genomics

Legal name

Canadian Centre for Computational Genomics

Website

https://computationalgenomics.ca

Company type

Private

Founded year

2011

Operating status

Operating

Headcount range

11–50 employees

Short description

C3G is a McGill University-hosted bioinformatics core facility providing omics analysis, custom software development, and secure cloud computing to academic, government, and life-sciences industry clients across Canada and internationally.

Ownership category

akta.pro rank

Product category

Bioinformatics Services

NAICS

Research and Development in the Physical, Engineering, and Life Sciences (54171), Scientific Research and Development Services (5417), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Bioinformatics & Multi-omics Analysis Software (HLAGAJAD)

akta.pro secondary industries

Clinical & Translational Informatics (Clinical Data Integration/Real-World Data for R&D) (HLAGAJAF), Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC), Bioinformatics, Multi-Omics Data Analysis & Interpretation Services (HLAGANAI)

Keywords

• Bioinformatics analysis services
• High performance computing
• Computational genomics pipelines
• Secure cloud computing
• Omics data management

Headquarters

HQ city

Quebec

HQ country

Canada

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales

Revenue model

1. Bioinformatics Services: Fee-for-service bioinformatics analysis including omics data analyses, tailored analysis services, and project support for researchers. Services are provided to academic institutions, industry, and government researchers.
2. Secure Cloud Computing: Cloud infrastructure access and data analysis services on secure cloud platform for health and genomic data.
3. Software Development: Custom software development services to build bioinformatics tools and analyze genomic data for clients.
4. Training Programs: Bioinformatics training workshops and bootcamps delivered in collaboration with partners such as MiCM, CDSI, and Calcul Québec.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

C3G is a bioinformatics core facility delivering standardized and tailored omics data analyses (genomics, transcriptomics, epigenomics, proteomics, metabolomics), secure cloud computing for genomic and health data, and custom software development for the life science research community. It also maintains open-source pipelines (GenPipes), GA4GH-compliant data platforms (Bento, SecureData4Health, Freezeman), and bioinformatics training programs.

Product overview

C3G operates as a bioinformatics core facility offering a unified platform combining managed analysis services, secure cloud computing, and open-source software tools. The core product portfolio includes GenPipes (open-source Python-based workflow management for NGS pipelines), the GCI Bioinformatics Platform (WGS/RNA-seq pipelines for cancer research), and Omics Data Analyses services. These are complemented by the SecureData4Health cloud infrastructure, Bento Platform (GA4GH-compliant data management), Freezeman (sample tracking), and specialized portals like EpiVar Browser, IHEC Data Portal, and CanDIG. The recently launched HeDS platform extends capabilities into health data science with ML/AI integration, biostatistics, and mRNA therapeutic optimization through the DOTS-RNA Portal. Services span standardized analysis pipelines, custom bioinformatics consulting, training programs, and help desk support for the life science research community.

Differentiator

Problem solved

Functional benefit

Brands

• GenPipes: An open-source Python-based workflow management platform for next-generation sequencing pipelines, widely adopted in the life sciences community for genomic analyses including DNA-Seq, RNA-Seq, and ChIP-Seq.
• SecureData4Health (SD4H)
• Bento
• HeDS (Health Data Science)

Products and services

• Omics Data Analyses Standardized and tailored bioinformatics analysis services covering genomics, transcriptomics, epigenomics, proteomics, and metabolomics, delivered to academic and industry researchers.
• Secure Cloud Computing Secure cloud infrastructure service that lets researchers process and share genomic and health data in a controlled environment.
• Custom Software Development Custom software development service that builds bioinformatics tools and analyzes genomic data for academic and industry clients.
• Databases and Portals Service Service to design, build, and operate databases and data portals for organizing and distributing life science datasets.
• GenPipes Open-source Python-based workflow management platform providing standardized next-generation sequencing pipelines (DNA-Seq, RNA-Seq, ChIP-Seq, Methyl-Seq, Nanopore, Tumor pair) on HPC and cloud environments.
• SecureData4Health (SD4H) CFI-funded secure cloud infrastructure for analysis and sharing of genomic and health data, supporting sensitive-data research in a controlled environment.
• Bento Platform GA4GH-compliant platform for ingesting, organizing, storing, retrieving, and navigating genetic omics datasets along with associated clinical and phenotypical metadata, with controlled-access sharing.
• Freezeman Open-source sample tracking and LIMS software for managing laboratory samples through processing stages.
• GCI Bioinformatics Platform Bioinformatics analysis platform at the Rosalind and Morris Goodman Cancer Institute providing WGS, bulk RNA-seq, and single-cell RNA-seq pipelines plus multi-omics support for cancer researchers.
• HeDS Health Data Science Platform Health data science platform providing consultation, training, collaborations, study design, biostatistics, bioinformatics pipelines, ML/AI integration, and FAIR-aligned data management for precision health research.
• DOTS-RNA Portal Portal that manages, automates, and optimizes mRNA therapeutic sequences for vaccine development.

Quantifiable outcome

• 15,000 genomes integrated from HostSeq and BQC19 into Pan-Canadian Genome Library
• +1 more outcomes

Named customers5 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature6 records

Partnerships

13 partnerships are on record, tiered core and minor.

• Institut national de santé publique du Québec (INSPQ)coreStrategic or Co-development Partner · 1 April 2020Partnership with INSPQ to sequence SARS-CoV-2 viral genomes from Quebec patients. The CoVSeQ (Coronavirus Sequencing in Québec) consortium led by INSPQ with McGill providing cutting-edge sequencing and informatics support.
• Rosalind and Morris Goodman Cancer Institute (GCI)coreStrategic or Co-development Partner · 1 January 2018Since 2018, C3G has partnered with GCI to setup and operate a bioinformatics platform supporting cancer researchers with analysis, visualization, and interpretation of omics data including genomics, transcriptomics, epigenomics, proteomics and metabolomics.
• McGill Genome CentrecoreStrategic or Co-development PartnerC3G operates out of McGill University in Montréal. The Director of C3G (Prof. Guillaume Bourque) also serves as Director of Bioinformatics at the McGill Genome Centre, enabling tight integration of sequencing and analysis capabilities.
• Calcul QuébeccoreTechnology or IntegrationAdvanced Research Computing specialist Pierre-Olivier Quirion works across C3G and Calcul Québec, deploying, testing and optimizing C3G genomics tools on HPC and cloud platforms.
• Digital Research Alliance of CanadacoreStrategic or Co-development PartnerSince 2022, Director Guillaume Bourque serves as Board Director helping guide national strategy for advanced research computing, data, and software. GenPipes integration with the Alliance makes it attractive for Canadian researchers.
• Université LavalminorStrategic or Co-development PartnerQuebec university partner collaborating on genomic research initiatives.
• Université de SherbrookeminorStrategic or Co-development PartnerQuebec university partner collaborating on genomic research initiatives.
• Health Data Science (HeDS) PlatformcoreStrategic or Co-development PartnerHeDS is a complementary data science platform under the DNA to RNA (D2R) initiative at McGill. C3G and HeDS work together, with HeDS redirecting projects to C3G when they require bioinformatics expertise.
• PATH (Princess Margaret At Home)minorStrategic or Co-development PartnerDeveloped in collaboration with Smart Cancer Care at Princess Margaret Cancer Centre, enabling remote patient monitoring through ePRO questionnaires.
• University College Dublin - Jones Bee LabminorStrategic or Co-development PartnerInternational collaboration on PROBEE project studying honey bee microbiome and pollinator health. C3G provides bioinformatics and statistical analysis for the project sampling 150 apiaries across Ireland.
• International Human Epigenome Consortium (IHEC)minorStrategic or Co-development PartnerC3G team members participate in IHEC Scientific Steering Committee. Developed IHEC Data Portal and contribute to epigenomics data standards.
• Global Alliance for Genomics and Health (GA4GH)coreStrategic or Co-development PartnerDirector Guillaume Bourque serves on GA4GH Steering Committee. Bento platform is compliant with GA4GH standards for genomic data sharing.
• Marathon of Hope Cancer CentresminorStrategic or Co-development PartnerNational cancer research initiative supported by C3G through bioinformatics analysis and pipeline development.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Regional players

• Genome Quebec: Provincial genomics funding and sequencing-services organization also based in Quebec and a core financial partner of C3G. Highly comparable as a co-located genomics infrastructure player serving overlapping Quebec and Canadian academic customers.

Direct peers

• Ontario Institute for Cancer Research (OICR): Runs translational genomics and bioinformatics programs in Ontario, including the Genomics Core and cloud bioinformatics infrastructure for cancer research. Direct comparable in mission (cancer-focused omics informatics), scale, and Canadian academic funding model.
• BC Cancer Genome Sciences Centre: Operates Canada's Michael Smith Genome Sciences Centre providing genomics sequencing and bioinformatics analysis for cancer research. Closely comparable as a Canadian academic genomics core offering multi-omics pipelines and large-scale data management.
• Galaxy Project: Open, web-based platform for reproducible genomic data analysis with a large academic community and training programs. Overlaps with C3G's GenPipes value proposition (accessible, reproducible, multi-omics workflows) and serves a similar academic user base.

Broad incumbents

• DNAnexus: Commercial cloud-based biomedical informatics platform used by large-scale genomics consortia (e.g., NIH All of Us). Direct competitive overlap with SD4H for secure, compliant genomic and clinical data analysis in the cloud.
• European Bioinformatics Institute (EMBL-EBI): International life-science data infrastructure and bioinformatics services organization hosting major public datasets and tools. Comparable as a publicly funded, standards-leading bioinformatics platform with GA4GH and federated-data ambitions.
• Illumina (Bioinformatics): Dominant sequencing vendor with adjacent cloud informatics offerings (BaseSpace, Illumina Connected Analytics) and a vast installed base in the same customer cohort as C3G. Broad incumbent competing for downstream analysis and tertiary analysis spend.

Emerging players

• Seqera (Nextflow): Creator of Nextflow and the nf-core community pipelines, the leading open-source workflow system used widely for genomics analysis. Direct functional competitor to GenPipes, with stronger commercial engineering and community momentum.
• Form Bio (formerly WuXi NextCODE/Genome Insights): Commercial bioinformatics and multi-omics analysis platform providing workflow, secure cloud, and interpretation for clinical and research customers. Direct competitive overlap with C3G's combined workflow plus secure-cloud offering.
• Lifebit: Cloud-native, federated genomics and biomedical informatics platform focused on secure analysis of sensitive clinical and population-scale data. Closely comparable to SD4H's positioning for compliant health-data analytics.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/c3genomics
• GitHubgithub.com/c3g
• LinkedInlinkedin.com/company/canadian-centre-for-computational-genomics
• Facebookfacebook.com/C3Genomics

Revenue estimate

Valuation estimate

Number of profiles

Profiles13 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Canadian Centre for Computational Genomics