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CV of Wilfred N. Ndifon Last updated: July 31 2013
Education Princeton University, Princeton, USA
2005-2009
• Ph.D. in Biological Dynamics
Dissertation: Quantitative Approaches to Influenza Virus Surveillance
• M.A. in Biological Dynamics
Morgan State University, Baltimore, USA
1999-2003
• Bachelor of Science in Biology (Magna Cum Laude)
Towson University, Towson, USA
2001-2002
• Independent studies in biology
Research Postdoctoral researcher, Department of Immunology,
experience Weizmann Institute of Science
2009-2012
Developed computational methods for reducing substantially the
experimental effort required to collect high-quality serological data
measuring antibody-pathogen reactivities, by modeling the individual
data points as "compressed" sensors of the underlying reactivities (5).
Also, co-led the development of new experimental and theoretical
methods for quantitative, high-throughput sequencing and analysis of T-
cell receptor (TCR) repertoires (4). Subsequent applications of these
methods uncovered: A physical organizing principle that governs gene
rearrangement at the TCR beta-chain locus, in both mice and humans (4);
a threshold mathematical condition that explains extensive sharing of
certain TCRs among individuals, in terms of the rates at which those TCRs
are produced during gene rearrangement (4); TCR signatures for murine
splenic T cells with specificity for brain-restricted antigens, which overlap
significantly with signatures for T cells actually found in the murine brain
(3); and TCR signatures for T cells involved in the pathogenesis of a
murine model for multiple sclerosis (0.
Doctoral researcher & Burroughs-Wellcome Training Fellow,
Program in Biological Dynamics, Princeton University
2005-2009
Co-led research that discovered a physical organizing principle that
governs evasion by influenza A/H3N2 virus of B cell responses, leading to
a novel proposal for the design of an improved influenza vaccine (7;
reviewed in ref. 6). Also, initiated and led research that: Developed a
biophysical model that provided a new insight into the mechanistic basis
of the standard serological assay that is used for influenza surveillance
(Supplementary information of ref. 5); demonstrated that this new insight
is consistent with empirical data (8); used an experimentally consistent
biochemical model of Escherichia coil metabolism to elucidate factors
influencing the accessibility of adaptive phenotypes in fitness landscapes
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induced by growing E. coil with different carbon sources (ii); used a
previously developed computational approach (14) to elucidate factors
influencing the accessibility of RNA structures in RNA folding energy
landscapes (10); and developed a new statistical mechanics-inspired
technique for predicting RNA folding rates (12).
Research assistant, Departments of Biology and Mathematics,
Morgan State University
2003-2005
Developed and applied models of RNA folding kinetics (13-15); HIV
immunodynamics (9); and DNA microsatellite sequences (16-18).
Undergraduate researcher, Department of Biology, Morgan
State University
2001-2002
Performed laboratory experiments that identified three protein
biomarkers of an environmental pollutant called 2,4-D in certain rivers
found in Baltimore city, USA, using 2-dimensional sodium dodecyl sulfate
polyacrylamide gel electrophoresis and protein densitometry.
Awards • Postdoctoral fellowship, Weizmann Institute of Science, 2009-2012
• Burroughs-Wellcome Training Fellowship in Biological Dynamics,
Princeton University, 2006-2008
• Graduate fellowship, Princeton University, 2005
• Board of Regents' Honors Scholarship, Morgan State University, 1999-
2003
• Baltimore Collaborative for Environmental Biology Honors Scholar,
Towson University, 2002
• Travel award from the Kavli Institute for Theoretical Physics, Santa
Barbara, USA, for "Evolution of Molecular Networks" workshop, 2007
• Travel award from the Institute for Pure and Applied Mathematics,
Los Angeles, USA, for "Conference for African American Researchers
in the Mathematical Sciences", 2005
• Travel award from the Mathematical Sciences Research Institute,
Berkeley, USA, for "Conference for African American Researchers in
the Mathematical Sciences", 2004
Refereed (*First author; t Corresponding author)
publications, and
manuscripts Lymphocyte repertoires, infectious diseases
1. Shifrut et al. CD4+ TCRD repertoire diversity is compromised in the
spleen but not in the bone-marrow of aged mice due to private and
sporadic clonal expansion, in preparation.
2. Asaf M, et al. T-cell receptor repertoires of mice of different MEW
haplotypes include shared, public CDR3 sequences that are abundant,
rich in convergent recombination, and associated with self-related
immunity, in preparation for submission to Science.
3. Ndifon W, et al. Regulatory vs. helper CD4+ T cell ratios and the
development of AIDS, in preparation for submission to JAIDS.
4. Ndifon" W, Gal* H, Shifrut* E, Aharoni R, Friedman N, Arnont R. T-
cell receptor signatures of experimental autoimmune
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encephalomyelitis and therapeutic intervention identified by high-
throughput sequencing, in preparation for submission to J Immunol.
5. Thomas N, Heather J, Ndifon W, Shawe-Taylor J, Chaint B.
Decombinator: A tool for fast, efficient gene assignment in T cell
receptor sequences using a finite state machine. Bioinformatics 2013;
29:542-550.
6. Baruch* K, Ron-Harel' N, Gal* H, Shifrut E, Ndifon W, Deckowska A,
Mirlas-Neisberg N, Cardon M, Vaknin I, Cahalon L, Berkutzki T,
Mattson MP, Gomez-Pinilla F, Friedman N, Schwartzt M. CNS-
specific immunity at the choroid plexus shifts towards destructive
The-inflammation in brain aging. Proceedings of the National
Academy of Sciences USA 2013; 110:2264-2269.
7. Ndifon* W, Gal* H, Shifrut E, Aharoni R, Waysbort N, Yissachar N,
Reich-Zeliger S, Arnon R, Friedmant N. Chromatin conformation
governs T-cell receptor JP gene segment usage. Proceedings of the
National Academy of Sciences USA 2012; 109:15865-15870.
8. Ndifon W. New methods for analyzing serological data with
applications to influenza surveillance. Influenza and Other
Respiratory Viruses 2011; 5:206-212. For supplementary information,
see http://anciv.orgiabs/n09.2202.
9. Nara PL, Tobin GJ, Chaudhuri AJ, Trujillo JD, Lin G, Cho MW, Levint
SA, Ndifon W, Wingreen NS. How can vaccines against influenza and
other viral diseases be made more effective? PLoS Biology 2010;
8:e1000571.
10. Ndifont W, Wingreent NS, Levint SA. Differential neutralization
efficiency of hemagglutinin epitopes, antibody interference, and the
design of influenza vaccines. Proceedings of the National Academy of
Sciences USA 2009; 106:8701-8706.
II. Ndifont W, Dushoff J, Levin SA. On the use of hemagglutination-
inhibition for influenza surveillance: Surveillance data are predictive
of influenza vaccine effectiveness. Vaccine 2009; 27:2447-2452.
12. Ndifon W. A NetLogo-based agent-oriented simulation of HIV
immunodynamics. In Yilmaz L (ed.), Proceedings of the Agent-
Directed Simulation Symposium. SCS Press, USA, ISBN: 1-56555-
291-1, 2005, pp. 193-197.
RNAfolding, evolution
13. Ndifont W, Dushoff J. Finding attractors on a folding energy
landscape. In Liu LA, Wei D, Li Y (eds.) Handbook of Research on
Computational and Systems Biology. Igi-Global, USA, 2011.
14. Ndifont W, Plotkin JB, Dushoff J. On the accessibility of adaptive
phenotypes of a bacterial metabolic network. PLoS Computational
Biology 2009; 5:e1000472.
15. Nkwanta A, Ndifont W. A contact-waiting-time metric and RNA
folding rates. FEBS Letters 2009; 583:2392-2394.
16. Ndifont W, Nkwanta A. An RNA foldability metric; implications for
the design of rapidly foldable RNA sequences. Biophysical Chemistry
2006; 120:237-239.
17. Ndifon W. A complex adaptive systems approach to the kinetic folding
of RNA. Biosystems 2005; 82:257-265.
Is. Ndifont W, Nkwanta A. An agent-oriented simulation of RNA folding
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and its application to the analysis of RNA conformational spaces. In
Yilmaz L (ed.), Proceedings of the Agent-Directed Simulation
Symposium. SCS Press, USA, ISBN: 1-56555-291-1, 2005, pp. 198-
204.
DNA microsatellites
19. Hilt D, Ndifon W, Nkwanta A. Differential enrichment of simple
sequence repeats in selected Alzheimer-associated genes. Cellular and
Molecular Biology (Noisy-le-grand) 2007; 53:23-31.
zo. Ndifont W, Nkwanta A, Hill D. Some probabilistic results on the non-
randomness of simple sequence repeats in DNA sequences. Bulletin of
Mathematical Biology 2006; 68:1747-1759.
21. Ndifon W, Nkwantat A, Hill D. Identifying nonrandom occurrences of
simple sequence repeats in genomic DNA sequences. Ethnicity and
Disease 2°05; Q A Q
Books 1. Ndifon W. Quantitative Approaches to Influenza Virus Surveillance,
ProQuest LLC, Ann Arbor, Michigan, USA 2009 (182 pages).
2. Ndifon W. CourseMate User's Manual, Lulu.com, 2004 (144 Pages).
Invention Ndifon W, Wingreen NS, Levin SA, Dushoff J. Approaches to Influenza
Vaccine Design and Vaccine Strain Selection, ProQuest LLC, Ann Arbor,
Michigan, USA 2009 (182 pages).
Selected talks I. Immunosignatures of health and autoimmune disease: Insights from
mouse models, Division of Infection & Immunity, University College
London, UK, January 2012.
2. A biophysical mechanism for influenza viral escape from antibodies,
Center for Systems Biology, Institute for Advanced Study, Princeton,
USA, November 2008.
3. Empirical support for some theoretical insights into the nature of
influenza surveillance data, Lewis-Sigler Institute for Integrative
Genomics, Princeton University, October 2008.
4. Towards a thermo-kinetic view of the RNA genotype-phenotype map,
Laboratory of Prof. Devarajan Thirumalai, University of Maryland,
USA, February 2006.
5. Evolution of DNA and RNA, Princeton-Penn-Rutgers Graduate
Student Retreat, University of Pennsylvania, USA, April 2006.
6. Some approaches to RNA secondary structure prediction,
Mathematical Modeling graduate course, Morgan State University,
April 2005.
7. A novel combinatorial method for quantifying SSR-dependent
nonrandomness in genomic DNA, International Conference for
Mathematics in Biology and Medicine, University of Michigan, USA,
July 2004.
Service to 1. Advised undergraduate and graduate students, including Eric
scientific Shifrut, currently a Ph.D. student in Immunology at the Weizmann
community Institute of Science; Helene Nguewou, currently a Ph.D. student at
Johns Hopkins University, USA; and Raaj Mehta, currently a
medical student at Harvard Medical School, USA.
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2. Served on the technical program committee of the International
Conference for Computational and Systems Immunology,
Shanghai, China
3. Served as a reviewer for Biology Letters, Cellular and Molecular
Biology, Virology Journal, Journal of Molecular Evolution.
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