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Curriculum vitae -- Dr. Victoria A. Stuart, Ph.D.

Vancouver, British Columbia, Canada


I envision innovative, impactful solutions to scientific and societal issues through the application of science and technology to the betterment of human health.

I accomplish this through

  1. the practical advancement of knowledge in functional genomics (the phenotypic and functional expression of the information contained within genomes), and

  2. knowledge discovery, through natural language processing and machine learning approaches applied to the biomedical domain.

These efforts build on my thorough grounding in biochemistry (B.Sc.), environmental health (M.Sc.), molecular genetics (Ph.D), and post-doctoral experience in informatics and knowledge discovery.

I am especially motivated by information retrieval/extraction, the construction of knowledge stores and graphical models, and the application of that knowledge to real-world problems including: molecular biology, cellular signalling, cancer genomics, and personalized medicine.

The union of my core domains (genomics; programming; natural language processing; machine learning; bioinformatics) enables a better understanding of implicit and explicit relationships and interactions, facilitating translational knowledge discovery.


Ph.D., Biology (Jun 2000)

University of Victoria, Victoria, British Columbia, Canada
Specialization: Molecular Genetics: Mechanisms of Mutagenesis & Carcinogenesis
Dissertation: "Influences of Ageing and Diet on Mutational Frequency and Specificity in Big® lacI Transgenic Rodents"

M.Sc., Occupational Hygiene (May 1995)

Occupational Hygiene Programme
[now the School of Environmental Health]
University of British Columbia, Vancouver, British Columbia, Canada
Specialization: Molecular Epidemiology
Thesis: "Genotoxicity of Captan Measured in the Comet Assay"

B.Sc. with Honours, Biochemistry (Oct 1983)

Dalhousie University, Halifax, Nova Scotia, Canada
Minor: Chemistry
Honours Thesis: "Dimroth Rearrangement of the Oligodeoxyribonucleotide Synthesis Precursor N6-Benzoyl-Deoxyadenosine"


Scientific Consultant (Jun 2009 - Present)

I have been self-employed since June 2009 as a Scientific Consultant (owner:, providing scientific expertise in molecular genetics, genomics, molecular biology, life sciences, bioinformatics and scientific review. During this time I was subcontracted to Battelle Memorial Institute, Chapel Hill, N.C., providing scientific expertise and review for the U.S. Army Research Office (ARO; Durham, N.C.), and the U.S. Army Center for Environmental Health Research (USACEHR; Washington, D.C.).


Research Scientist (May 2001 - Nov 2008)

Laboratory of Molecular Genetics
[now the Genome Integrity and Structural Biology Laboratory]
National Institute of Environmental Health Sciences
P.O. Box 12233, MD E3-01, Research Triangle Park, North Carolina 27709.

Throughout this period support was provided by the U.S. Army Research Office (Research Triangle Park, Durham, North Carolina), through:

  • Research Associateship Award (May 2005 - Nov 2008)
    National Academy of Sciences, Washington, D.C.

  • Research Assistant (May 2002 - Apr 2005)
    Department of Molecular Genetics and Microbiology
    Duke University Medical Center, Durham, North Carolina

  • International Research Scholar (May 2001 - Apr 2002)
    Department of Microbiology
    North Carolina State University, Raleigh, North Carolina


With formal training and comprehensive research experience in genomics and molecular genetics, I possess supra Ph.D.-level domain expertise in biology, biochemistry, bioinformatics, cancer biology and genomics, cellular signaling/metabolic pathways, DNA metabolism, etc.

Molecular Biology:

  • all basic: cloning; ...
  • transgenic rodent models
  • mitochondrial genetics
  • DNA sequencing, analysis


  • yeast genetics
  • bacterial genetics
  • strain construction
  • mutational assays


  • functional genomics
  • molecular genetics
  • oncogenomics
  • pathways/networks

Supplementing this experience is my acquisition of more recent training/expertise in programming and bioinformatics. My more recent work (Jan 2014 - present) predominantly revolves around:

Machine Learning:

  • computer vision (classification; captioning; ...)
  • vector space models
  • NLP


  • retrieval
  • extraction
  • storage (RDBMS; ...)
  • processing, relationships


  • knowledge stores
  • graphical graphs (Neo4j)
  • knowledge discovery (Cypher; ...)


  • command-line: bash scripts, ...
  • LaTeX
  • neovim (vim)
  • Python
  • R
  • ML (TensorFlow/Caffe/...)
  • version control: Git; SVN


  • Apache Solr
  • PostgreSQL
  • Neo4J
  • various IDE; virtual environments

Operating Systems:

  • Linux (super-user): compiling; debugging; ...



Genetics and Environmental Mutagenesis Society, Durham N.C. (2002 - 2007)

  • President (2006 - 2007)
  • President-Elect (2005 - 2006)
  • Councilor (2002 - 2005)

Founder, AI-SIG (2014)

Artificial Intelligence & Machine Learning Special Interest Group

Peer Review, Academic Journals:

Acta Biochimica et Biophysica Sinica; Archives of Biochemistry and Biophysics; Cancer Letters; Environmental and Molecular Mutagenesis; Eukaryotic Cell; Functional and Integrative Genomics; Genetics; Molecular and Cellular Biology; Mutagenesis; Mutation Research; NIEHS internal reviews; Proceedings of the National Academy of Sciences of the United States of America

Scientific Review:

Expertise in peer review of scientific research proposals: hundreds (>230) of genetics, genomics and life sciences proposals reviewed, ranging from US$50K - US$16M.

Project Leader (2000 – 2001)

Supervision of graduate students in: Individual Susceptibility Group, Centre for Environmental Health, Department of Biology, University of Victoria

Leadership - Extracurricular:

  • President (1985 – 1986)
    Phi Kappa Pi Fraternity, Dalhousie University, Halifax, Nova Scotia, Canada
  • Founder (April 2008)
    Durham Gender Alliance, Durham, N.C. USA
  • Chair (Feb 2009 - Jun 2009)
    Trans Alliance Society, Vancouver, B.C.



  • Co-Lecturer (Spring 2001; Spring 2000)
    Biology 437/550E, DNA Repair and Mutagenesis, University of Victoria
  • Co-Lecturer & Course Coordinator /Administrator (Winter 2000)
    Biology 439/550E, Molecular Epidemiology, University of Victoria
  • Supervisor (1997 - 2001) Supervision & training of undergraduate summer students & technicians
    Department of Biology, University of Victoria
  • Laboratory Instructor (1983)
    Biochemistry Laboratory, Dalhousie University


  • Undergraduate students and technical staff (various)
  • Mentor, University of British Columbia "Women in Science" (2014 - 2015)
  • Mentor, University of British Columbia "Women in Science and Engineering" (2012 - 2013)


National Research Council Research Associateship Award (2005 - 2008)
National Academies, Washington D.C.

National Cancer Institute of Canada (NCIC) Student Travel Award (1999)

Environmental Mutagen Society Student Travel Award (1997)

Foundation for the Promotion of Cancer Research (1996)
Fellowship for Research in Japan
National Cancer Center Research Institute, Tokyo, Japan

Graduate Student Stipend (1995 - 1999)
Cancer Research Society Inc., Montreal, Canada

Undergraduate Summer Research Fellowship (1981; 1982)
Natural Sciences and Engineering Research Council, Ottawa, Canada


Natural Language Laboratory (Apr 09, 2014)
Simon Fraser University, Burnaby, B.C.
"Biomedical Text Mining/Artificial Intelligence Applied to Clinical Reporting"

University of Victoria Sustainability Project (Mar 29, 2000)
University of Victoria, Victoria, B.C.
"Genetic Studies of Dietary and Environmental Mutagens and Carcinogens Using lacI Transgenic Rodents"

Occupational Hygiene Programme (Feb 05, 1999)
University of British Columbia, Vancouver, B.C.
"Genetic Studies of Dietary and Environmental Mutagens and Carcinogens Using lacI Transgenic Rodents"

Carcinogenesis Division, NCCRI (Jan 18, 1996)
National Cancer Center Research Institute, Tokyo, Japan
"A study of Tris(2,3-dibromopropyl)-phosphate in Big Blue® transgenic mice, and aflatoxin B1 in Big Blue® mice and rats"


Citations: Google Scholar

Published Papers

Stuart, G.R., Copeland, W.C. and Strand, M.K. (2009) Construction and Application of a Protein and Genetic Interaction Network (Yeast Interactome) Nucleic Acids Research 37, e54.

Stuart, G.R., Humble, M.M., Strand, M.K. and Copeland, W.C. (2009) Transcriptional Response to Mitochondrial NADH Kinase Deficiency in Saccharomyces cerevisiae. Mitochondrion 9, 211-221.

Stuart, G.R., Santos, J.H., Strand, M.K., Van Houten, B. and Copeland, W.C. (2006) Mitochondrial and nuclear DNA defects in Saccharomyces cerevisiae with mutations in DNA polymerase γ associated with progressive external ophthalmoplegia. Human Molecular Genetics 15, 363-374.

Thornton, A.S., Oda, Y., Stuart, G.R., Holcroft, J. and de Boer, J.G. (2004) The dioxin TCDD protects against aflatoxin-induced mutation in female rats, but not in male rats. Mutation Research 561, 147-152.

Strand, M.K., Stuart, G.R., Longley, M.J., Graziewicz, M.A., Dominick, O.C. and Copeland, W.C. (2003) POS5 Gene of Saccharomyces cerevisiae encodes a mitochondrial NADH kinase required for stability of mitochondrial DNA. Eukaryotic Cell 2, 809-820.

Yang, H., Stuart, G.R., Glickman, B.W. and de Boer, J.G. (2001) Modulation of 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine-induced mutation in the cecum and colon of Big Blue® rats by conjugated linoleic acid and 1,2-dithiole-3-thione. Nutrition and Cancer 39, 259-266.

Stuart, G.R., de Boer, J.G., Haesevoets, R., Holcroft, J., Kangas, J., Sojonky, K., Thorleifson, E., Thornton, A., Walsh, D.F., Yang, H. and Glickman, B.W. (2001) Mutations induced by 2-amino-1-methyl-6-phenylimidazo [4,5-b]pyridine (PhIP) in cecum and proximal and distal colon of lacI transgenic rats. Mutagenesis 16, 431-437.

Thornton, A.S., Oda, Y., Stuart, G.R., Glickman, B.W. and de Boer, J.G. (2001) Mutagenicity of TCDD in Big Blue® transgenic rats. Mutation Research 478, 45-50.

Stuart, G.R., Holcroft, J., de Boer, J.G. and Glickman, B.W. (2000) Prostate mutations in rats induced by the suspected human carcinogen 2-amino-1-methyl-6-phenyl-imidazo[4,5-b]pyridine. Cancer Research 60, 266-268.

Stuart, G.R., Oda, Y., de Boer, J.G. and Glickman, B.W. (2000) Mutation frequency and specificity with age in liver, bladder and brain of lacI transgenic mice. Genetics 154, 1291-1300.

Stuart, G.R., Oda, Y., de Boer, J.G. and Glickman, B.W. (2000) No change in spontaneous mutation frequency or specificity in dietary restricted mice. Carcinogenesis 21, 317-319.

Stuart, G.R. and Glickman, B.W. (2000) Through a glass, darkly: Reflections of mutation from lacI transgenic mice. Genetics 155, 1359-1367.

Stuart, G.R., Thorleifson, E., Okochi, E., de Boer, J.G., Ushijima, T., Nagao, M. and Glickman, B.W. (2000) Interpretation of mutational spectra from different genes: Analyses of PhIP-induced mutational specificity in the lacI and cII transgenes from colon of Big Blue® rats. Mutation Research 452, 101-121.

Stuart, G.R., Influences of Ageing and Diet on Mutational Frequency and Specificity in Big Blue® lacI Transgenic Rodents. Ph.D. Dissertation, University of Victoria, 1999.

Okonogi, H., Stuart, G.R., Okochi, E., Ushijima, T., Sugimura, T., Glickman, B.W. and Nagao, M. (1997) Effects of gender and species on spectra of mutation induced by 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine in the lacI transgene. Mutation Research 395, 93-99.

Dycaico, M.J., Stuart, G.R., Tobal, G.M., de Boer, J.G., Glickman, B.W. and Provost, G.S. (1996) Species-specific differences in hepatic mutant frequency and mutational spectrum among lambda/lacI transgenic rats and mice following exposure to aflatoxin B 1. Carcinogenesis 17, 2347-2356.

Stuart, G.R., Gorelick, N.J., Andrews, J.L., de Boer, J.G. and Glickman, B.W. (1996) The genetic analysis of lacI mutations in sectored plaques from Big Blue® transgenic mice. Environmental and Molecular Mutagenesis 28, 385-392.

Mazur-Melnyk, M., Stuart, G.R. and Glickman, B.W. (1996) Benzo[a]pyrene diol-epoxide induces loss of heterozygosity in a Chinese hamster ovary aprt heterozygote. Mutation Research 358, 89-96.

Stuart, G.R., Application of the single-cell gel electrophoresis ('Comet') assay to lymphocytes exposed in vitro to captan, a fungicide. M.Sc. Thesis, University of British Columbia, 1995.

Pohajdak, B., Dixon, B. and Stuart, G.R., Immune System, In: Biochemistry and Molecular Biology of Fishes, Volume 2, Chapter 8. Hochachka, P.W., and Mommsen, T.P. (Eds), Elsevier Science Publishers B.V., Amsterdam, 1993. pp. 191-205.

Stuart, G.R., Dixon, B. and Pohajdak, B. (1992) Isolation of a putative retrovirus pol gene fragment from trout. Comparative Biochemistry and Physiology. B Comparative Biochemistry 102, 137-142.

Stuart, G.R. and Chambers, R.W. (1987) Synthesis and properties of oligodeoxynucleotides with an AP site at a preselected position. Nucleic Acids Research 15, 7451-7462.


References are available upon request by e-mail to: