Justin Cyril Sing
singjc.github.io | linkedin: justin-c-sing | email: justinc.sing@mail.utoronto.ca
EDUCATION
University of Toronto [Jan. 2019 – To Date]
Doctorate of Science, Computational Biology, Supervisor: Dr. Hannes Röst
Research areas: Proteomics, Multi-Omics, Personalized Medicine, Algorithmic and Software Development, Machine Learning
McMaster University [Sept. 2012 – June 2017]
Bachelor of Technology, Specialization in Biotechnology
RESEARCH EXPERIENCE
University of Toronto, Toronto, Canada [Jan. 2019 – To Date]
Ph.D. Researcher in Dr. Hannes Röst’s Lab, Ph.D., Department of Molecular Genetics
Implement methods for consistent quantification of post-translational modifications in large-scale mass spectrometry, resulting in a 21% increase in quantified phosphopeptides and maintaining a 97% consistent identification rate.
Developed data analysis and prediction pipelines for multi-omic personalized medicine collaborations, with a focus on investigating Chronic Fatigue Syndrome (CFS) and Glioblastoma tumor recurrence.
Flora Bioworks Inc., Toronto, Canada [Feb 2021 – April 2023]
Co-Founder, Chief Research and Development
Co-founded a startup in 2021 developing a rapid, non-invasive microbiome-centric toolkit for coronary artery disease screening, achieving one-week results and best-in-class sensitivity, enhancing patient risk assessment and saving lives.
Played a pivotal role in business development, shaping commercialization plans and conducting competitor analyses.
Led product development and R&D efforts, guiding Cardiome from concept to prototype and securing $15K CAD through pitch competitions.
The Hospital for Sick Children,Toronto, Canada [May 2017 – Aug. 2018]
Junior Researcher, Dr. Ran Kafri’s Lab, Department of Molecular Genetics
Contributed to the development of an experimental assay aimed at studying signaling pathways involved in coordinating cellular growth rate and cell size.
Collaborated with Daniel Snyder, to develop a computational framework for image-analysis segmentation.
Selected Publications
Equal contributions and co-authorship is denoted by asterisk (*)
Jahanbani, F., Sing, J. C.*, et. al. (2024) Longitudinal Cytokine and Multi-Modal Health Data of an Extremely Severe ME/CFS Patient with HSD Reveals Insights into Immunopathology, and Disease Severity. Frontiers in Immunology. doi.org/10.3389/fimmu.2024.1369295
Sing, J.C.*, Charkow, J., AlHigaylan, M., Horecka, I., Xu, L., Röst, H. (2024) MassDash: A web-based dashboard for targeted mass spectrometry visualization. BioRxiv [Preprint]. doi:10.1101/2024.01.15.575772
Cosenza-Contreras, M., Schäfer, A., Sing, J., et al. (2024) Proteometabolomics of initial and recurrent GBM highlights an increased immune cell signature with altered lipid metabolism, Neuro-Oncology. doi.org/10.1093/neuonc/noad208
Gupta, S., Sing, J.C.* and Röst, H.L. (2023) Achieving quantitative reproducibility in label-free multisite DIA experiments through multirun alignment, Communications Biology, 6(1). doi:10.1038/s42003-023-05437-2
Sing, J.*, Whitley, O., and Davis, S. (2023). Diagnostic potential of microbiome metagenomics sequencing for cardiovascular disease risk stratification. BioRxiv [Preprint]. doi.org/10.1101/2023.10.02.560614.
Jahanbani, F., Maynard, R., Sing, J., … , Snyder, M. (2022) Phenotypic characteristic of peripheral immune cells of ME/CFS via Transmission Electron Microscopy: a pilot study. PLOS ONE. doi.org/10.1371/journal.pone.0272703
Srinivasan, A., Sing, J.*, Gingras, AC., and Röst, H. (2022). Improving phosphoproteomics profiling using data-independent mass spectrometry. Journal of Proteome Research. doi.org/10.1021/acs.jproteome.2c00172
TEACHING EXPERIENCE
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PRESENTATIONS
HUPO, Enhancing Consistent Quantification of Site-Localized PTMs in Large-Scale DIA-MS Experiments [Sept. 2023]
Research To The People Symposium, Proteomics for Personalized Cancer Care [June. 2023]
MGY441 Guest Lecture, Life as a Bioinformatician in Graduate School [Dec. 2022]
Molecular Genetics Retreat, Towards Consistent Quantification of PTMs [Sept. 2022]
ASMS, Consistent Quantification of PTMs in Large-Scale DIA-MS [June. 2022]