Irene Gabashvili
Senior Research Scientist
Computational BioScience Research
E-mail: First.Last@hp.com
Phone: (650) 236-4026
Fax: (650) 857-4146
Location:
Hewlett Packard Labs, MS 1169
1501 Page Mill Road
Palo Alto, CA 94304
Biography:
Dr. Irene Gabashvili’s interest in biology started from studies of animal behavior and plant anatomy. Her first discoveries were on hungry hamsters, making holes in mom’s favorite furniture, if allowed to wander in the house and on herbaceous plants with roots strong enough to ruin dad’s favorite knife.
Her freshman years in college were somewhat limited to the same species, but she promptly switched to torturing bacteria and viruses by melting them down in the laboratory of
Professor
George Mrevlishvili (then in Tbilisi, Georgia, the former Soviet Union).
She soon realized that she preferred crunching numbers and interpreting experimental curves to smashing microbes and their proteins.
Both graduate theses of Irene Gabashvili were completed under supervision of Professor
Alexander Grosberg, then a
visiting professor at MIT, a well-known scientist from a famous Russian school of theoretical physics and
statistical physics of macromolecules. Irene Gabashvili computationally modeled bacterial viruses and behavior of
their genomes during the invasion into the victim and assembly of viral offsprings.
She did not have to assume that
a horse has a shape of a cube, only that a virus is a perfect sphere. This was reasonable enough to
help in predicting and interpreting results of several biophysical experiments.
In the early to mid 90’s, Irene Gabashvili worked in the area that is now known as genetic epidemiology
and computational biology. She served as the Head of a laboratory at the Center of Genetic Ecology,
Georgia, until January 1995. The human genome project was still in its early stages, but
human talents and abnormalities had already been recognized millennia ago as
familial and the modes of inheritance were mined in the data.
One of Dr. Gabashvili’s projects was on modeling inheritance of polycystic ovarian syndrome in women
of Georgia. She was also computationally simulating the proliferation of cells and formation of
chromosomal aberrations, particularly due to the altered DNA repair machinery. Several years later, in collaboration with
Dr. Alexey Khodjakov, she
simulated and interpreted experimentally visualized dynamics of chromosome movements in mitosis.
From January 1995, Dr. Irene Gabashvili was a visiting scientist with the University of Québec,
Trois-Rivières, Canada, studying mechanism of plant photosynthesis in the laboratory of professor
Mario Fragata.
She was searching for markers in FTIR spectra of photosystem II pointing to specific structural transitions in the system.
Later, Dr. Gabashvili returned to studies of viruses, acquiring a wider range of molecular biological,
biochemical and biophysical techniques in the laboratory of Professor
Philip Serwer. In particular she discovered new mechanisms of gene expression
regulation in bacteriophage T7, occurring on the level of translation and thus involving the ribosome.
Irene Gabashvili started to thoroughly study this
fascinating molecular machine producing proteins for each and every cell in 1997, in the laboratory of
Joachim Frank,
a pioneer of single-particle image reconstruction for cryo-electron microscopy, that showed the ribosome in action.
She was involved in computational structural biology of the ribosome, reconstructing and interpreting the
three-dimensional images by modeling, docking and fitting structures of protein and RNA components.
Next, Irene Gabashvili applied informatics approaches to study the ribosome and the mechanism of translation in the laboratory of
Russ Altman, Stanford University, where she worked from 2001 to 2003.
Her Stanford projects included mining of biochemical data for structure related information and
knowledge engineering approaches to linking phenotypes and genotypes.
Irene Gabashvili joined the Computational Biosciences Research Program at Hewlett-Packard Laboratories in Palo Alto, California on May 1, 2003.
Some of her recent work at HP is described at the CBSR web page.
Memberships:
IEEE, the Biophysical Society,
The International Society for Computational Biology,
the American Society for Cell Biology
the American Medical Iinformatics Association
the QSAR & Modelling Society.
Reviewer:
Journals
Bioinformatics
Journal of Biochemical and Biophysical Methods
(JBBM)
Journal of Bioinformatics and Computational Biology
(JBCB)
Journal of Molecular Biology
(JMB)
Nature Structural and Molecular Biology
(NSMB)
Books
Annals of Biomedical Engineering
(ABME)
Conferences & Workshops
American Medical Informatics Association
(AMIA 2002
Annual Symposium)
The Pacific Symposium on Biocomputing
(PCB 2003, 2004)
IEEE Bioinformatics Conference, Life Sciences CSB conference
(CSBC 2003, 2004, 2005, 2006)
ACM Symposium on Applied Computing, 2004
Grants:
International Society for Technology and Education, 2005
National Science Foundation, 2005
Co-chair:
Biophysical Society Meeting, 2004 (Protein-Nucleic Acid Interactions)
Biophysical Society Meeting, 2005 (Ion Channels)
Current Research Interests:
- Pattern recognition in biological data
- Gene and protein regulatory networks
- RNA layer of gene expression regulation
- Signal-transduction circuitry of the auditory System
- Multi-physics modeling of biological systems
- Bionanotechnology
- Molecular Signatures of Disease
Other Web Pages:
Publications:
-
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B. Giersch,
C.C. Morton
"Ion channelome of the auditory system", submitted, 2006
- M. Peleg, I.S. Gabashvili,
R.B. Altman, 
"Qualitative knowledge models in Functional Genomics and Proteomics", in:
Handbook of Neural Engineering (Akay,M., ed), Wiley and IEEE Press, 2006.
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B. Giersch
"Differential Gene Expression
in the Auditory System", Lecture Notes in Computer Science, Vol. 3594, 2005, 1-8.
- I.S. Gabashvili, M. Whirl-Carrillo, M. Bada, D.R. Banatao and R.B. Altman,
"Ribosomal Dynamics Inferred from Variations in Experimental Measurements",
RNA, Vol. 9, 2003, 1301-1307.
- Peleg M., I.S. Gabashvili and R.B. Altman,
"Qualitative models of molecular function: linking genetic polymorphisms of
tRNA to their functional sequelae",
Proc. of the IEEE, Vol. 90, No. 12, pp. 1875-1886, 2002.
- M. Whirl-Carrillo, I.S. Gabashvili, D.R. Banatao, M. Bada and R.B. Altman,
"Mining biochemical information: lessons taught by the ribosome",
RNA, Vol. 8, No. 3, pp. 279-289, 2002.
- I.S. Gabashvili, S.T. Gregory, M. Valle, R. Grassucci, M. Worbs, M.C. Wahl, A.E. Dahlberg, J. Frank,
"The polypeptide tunnel system in the ribosome and its gating in erythromycin resistance mutants of L4 and L22",
Molecular Cell, Vol. 8, No. 1, pp.181-188, 2001.
- I.S. Gabashvili, R.K. Agrawal, C.M.T. Spahn, R. Grassucci, D.I. Svergun, J. Frank, P.A. Penczek,
"Solution structure of the E.coli 70S ribosome at 11.5A resolution",
Cell, Vol. 100, No. 5, pp. 537-549, 2000.
- I.S. Gabashvili, M. Joshi, and M. Fragata,
"Structure of polypeptides and biopolymers probed with FTIR spectroscopy.
The tyrosine ring stretching modes in poly (Ltyrosine) and photosystem II",
Recent Research Developments in Physical Chemistry, Vol. 4, pp. 83-99, 2000.
- M.S. Van Loock, R.K. Agrawal,
I.S. Gabashvili, L. Qi, J. Frank, and S.C. Harvey,
"Movement of the Decoding Region of the 16S RNA Accompanies tRNA Translocation",
Journal of Molecular Biology, Vol. 304, No. 4, pp. 507-515, 2000.
- J.A. Ségui, V. Maire, I.S. Gabashvili and M. Fragata,
"Oxygen evolution loss and structural transitions in photosystem II induced by low intensity UV-B radiation of 280 nm. wavelength", J. Photochem. Photobiol., B: Biol.,
Vol. 56, No. 1, pp. 39-47, 2000.
- I.S. Gabashvili, R.K. Agrawal, R. Grassucci, C.S. Squires, A.E. Dahlberg, J. Frank,
"Major rearrangements in the 70S ribosomal 3D structure caused by a conformational switch in 16S ribosomal RNA",
EMBO journal, Vol. 18, No. 22, pp. 6501-6507, 1999.
- I.S. Gabashvili, R.K. Agrawal, R. Grassucci, J. Frank,
"Structure and Structural Variations of the Escherichia coli 30S Ribosomal Subunit
as Revealed by Three-Dimensional Cryo-electron
Microscopy",
Journal of Molecular Biology, Vol. 286, No. 5, pp. 1285-1291, 1999.
(Fig.1 from the article used for the cover page illustration)
- A. Khodjakov, I.S. Gabashvili, C.L. Rieder,
"Dumb" versus "Smart" Kinetochore Model for Chromosome Congression During Mitosis in Verterbrate
Somatic Cells",
Cell Motility & the Cytoskeleton, Vol. 43, No. 3, pp. 179-185, 1999.
(cover page illustration)
- A. Malhotra, P.A. Penczek, R.K. Agrawal, I.S. Gabashvili, R.A. Grassucci, R. Junemann, N. Burkhardt, K.H. Nierhaus and J. Frank,
"E.coli
70S Ribosome at 15A Resolution and Localization of Fmet-tRNA(fmet) at the P-site by Cryo-electron
Microscopy",
Journal of Molecular Biology, Vol. 280, pp. 103-115, 1998.
(Fig.6A from the article used for the cover page illustration)
- I.S. Gabashvili, A. Menikh, J. Segui, M. Fragata,
"Protein structure of photosystem II studied by FT-IR spectroscopy.
Effect of digalactosyldiacylglycerol on the tyrosine side chain residues",
Journal of Molecular Structure, Vol. 444, pp. 123-133, 1998.
- I.S. Gabashvili, S.A. Khan, S.J. Hayes, P. Serwer,
"Polymorphism of T7 bacteriophage",
Journal of Molecular Biology, Vol. 273, No. 3, pp. 658-667, 1997.
- M. Fragata, E.K. Nenonéné, V. Maire, I.S. Gabashvili,
"Structure of the Phosphatidylglycerol-photosystem II complex studied by FT-IR Spectroscopy.
Mg(II) effect on the polar head group of phosphatidylglycerol",
Journal of Molecular Structure, Vol. 405, Nos. 2-3, pp. 151-158, 1997.
- R. Dzadzamia, M. Revazishvili, I. Gabashvili,
"Accounting Phrasal Dictionary (Georgian-English-Russian, English-Russian-Georgian,
Russian-Georgian-English)"
Georgian Academy of Sciences, Tbilisi, 1995.
- I. Gabashvili, Z. Brelidze, Yu. Stepanov, G. Khachapuridze,
"Simulation of the Mechanisms of Cell Genome Stability and Instability",
In: "Mathematical Modelling: Methodology, Software Tools and Applications",
pp. 79-83 (Popova E.D., ed) DATECS Publish., Sofia, Bulgaria, 1993.
- I.S. Gabashvili, A.Yu. Grosberg,
"Dynamics of Double-Stranded DNA Reptation from Bacteriophage",
Journal of Biomolecular Structure and Dynamics. , Vol. 9, No. 5, pp. 911-920, 1992.
- I.S. Gabashvili, A.Yu. Grosberg,
"DNA Reptation from Bacteriophage",
Biophysics, Vol. 36, pp. 788-793
, 1991.
(Biofizika,1991,36,788-793:Rus)
- I.S. Gabashvili, A.Yu. Grosberg, D.V. Kuznetsov, G.M. Mrevlishvili,
"Theoretical Model of DNA Packaging in the Phage Head", Biophysics ,
Vol. 36, No. 5, pp. 782-789, 1991.
(Biofizika,1991,36,780-787:Rus)
Book Reviews:
- I.S. Gabashvili,
Greg S. Snider.
"Introduction to Biomedical Imaging"
Annals of Biomedical Engineering, vol. 31, No. 11, p. 1443, 2003.
In revision:
- D.Rey Banatao, Teri E. Klein,
I.S. Gabashvili,
Russ B. Altman, 
"Fast search for ion binding sites in complex RNA structures: Mapping the Ribosome",
2006.
R. Carter,
I.S. Gabashvili,
"The Stack-AND Exact String Matching Algorithm", 2006
HP restricted: Technical Reports and Internal Conference Papers:
- "New Genes Worth Hearing About" HPL-2005-47, with Dick Carter and Peter Markstein
- "Nanotechnology-Based Fast and inexpensive genome sequencing"HPL-2005-48, with Zhiyong Li, Ken Ward, Wei Wu, Milo Overbay,
Robert Seay, S.-Y. Wang, and Stan Williams
- "The Stack-AND Genome Search Algorithm", with Dick Carter and Peter Markstein (TechCon'06, April, 2006, Los Angeles, CA)
- "Computational applications in genetic oncology", with Dick Carter and Peter Markstein
- "Interlinking Genes and Databases", single authorship, paper presented at HP Labs Enterprise Computing
and Services Research Workshop. Palo Alto, December 6-7, 2005
- "Ion Channel Gene Isoforms of the Auditory System", HPL-2006-62, with Dick Carter, Peter Markstein,
Cynthia Morton and Anne Giersch
- "Ion Channel Research Supplementary Material", HPL-2006-61,
", with Dick Carter, Peter Markstein, Cynthia Morton and Anne Giersch
SELECTED ABSTRACTS and CONFERENCE PAPERS
I.S. Gabashvili,
"Assessing functional relevance of UTR isoforms of genes" ,
Advances in Functional Genomics (South San Francisco, CA, April 25-26, 2006)
I.S. Gabashvili,
"Interlinking Ion Channels"
, 50th Annual
Meeting of Biophysical Society. Salt Lake City, Utah, February 18-22, 2006.
(Biophys. J., 2006, 90, N 1, p.)
view
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B. Giersch "EST-based
analysis of gene expression in the human cochlea", Computational Systems Bioinformatics Conference,
2005. Workshops and Poster Abstracts IEEE 8-11 Aug. 2005, pp. 75-76
view/download
(PDF)
-
I.S. Gabashvili,
R. Carter,
P. Markstein,
"Mapping and identification of sequence flips in ESTs" (D110),
13th International Conference on Intelligent Systems for Molecular Biology (Detroit, MI, June 24-29, 2005)
-
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B. Giersch "
Identifying hearing impairment gene and pathway candidates by EST-based analysis of gene expression",
Bio-IT World 2005(Boston, MA, May 17-19, 2005)
Poster Display in Research Row: Real-World Studies
-
I.S. Gabashvili,
R. Carter,
P. Markstein,
"Identification of drug target candidates by EST analysis",
Emerging Technologies for
Drug Discovery Conference and Exhibition. South San Francisco, CA, April 5-6, 2005
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B Giersch, "Novel Ion Channels in Human Cochlea"
, 49th Annual
Meeting of Biophysical Society. Long Beach, CA
Feb. 12-16, 2005.
(Biophys. J., 2005, 88, N 1, p.547A, Suppl.S)
view
I.S. Gabashvili,
R. Carter,
P. Markstein,
A.B Giersch, "Mechano-sensation genes of hearing",
44th Annual Meeting, The American Society for Cell Biology.
Washington, DC, Dec. 4-8, 2004. (Mol.Biol.Cell, 15, 352A, Suppl. S, 2004)
I.S. Gabashvili,
"Protein-RNA Interactions: a message from the untranslated region of a gene"
, 48th Annual
Meeting of Biophysical Society. Baltimore, MD
Feb. 14-18, 2004. (Biophys. J.,
2004, 86, N 1, part 2, Suppl.S p.352A)
view
- I.S. Gabashvili,
P. Markstein,
Heat-shock related protein-binding regions in untranslated RNA
43rd Annual Meeting, The American Society for Cell Biology.
San Francisco, CA, Dec. 13-17, 2003. (Late Abstracts Poster Session, L289).
view
- I.S. Gabashvili,
M. Whirl-Carrillo, M. Bada, D.R. Banatao, R.B. Altman,
Mining heterogeneous ribosomal structure data.
47th Annual Meeting of Biophysical Society.
San Antonio, TX, Mar. 1-5, 2003.
(Biophys. J., 2003, 84, N 1, part 2, p.463A)
- I.S. Gabashvili,
M. Peleg, R.B. Altman,
Modeling molecular function and failure: misreading of genetic code by the
ribosome.
46th Annual Meeting of Biophysical Society.
San Francisco, CA, Feb. 23-27, 2002.
(Biophys. J., 2002, 82, N 1, part 2., pp. 167a-168a)
- I.S. Gabashvili
, M. Peleg, R.B. Altman,
Ontology of ribosomal function and failure: the
case of translational misreading.
Triennial International Conference on the Ribosome. Queenstown,
New Zealand, Jan. 27 - Feb. 1, 2002. p. 127.
- I.S. Gabashvili,
S.T. Gregory, M. Valle, R. Grassucci, M. Wahl, A.E. Dahlberg, J. Frank,
Possible role of ribosomal proteins L4 and L22 in gating of
the polypeptide tunnel. 45th Annual Meeting of Biophysical Society.
Boston, MA, Feb. 17-21, 2001. (Biophys. J., 2001, 80, N 1, Part 2., p. 2555)
- I.S. Gabashvili,
R.K. Agrawal, C.M.T. Spahn, R. Grassucci, J. Frank, P. Penczek,
11.5A resolution cryo-EM map of the E.coli 70S ribosome: evidence for molecular rearrangements. (oral
presentation)
The 44th Biophysical Society Annual Meeting.
New Orleans, LA, Feb. 12-16, 2000.
(Biophys. J., 2000, 78, N 1,
p. 2, p. 8A. 44Plat.)
- I.S. Gabashvili, R.K. Agrawal, R. Grassucci, C.S. Squires, A.E. Dahlberg, J. Frank,
Local switch and global tuning of the decoding ribosome: a cryo-EM story.
The 44th Biophysical Society Annual Meeting.
New Orleans, LA, Feb. 12-16, 2000.
(Biophys. J., 2000, 78, N 1,
p. 2, p. 169A.)
- I.S. Gabashvili, R. Agrawal, A. Heagle,
R. Grassucci, J. Frank,
rRNA-based conformational flexibility of the Escherichia coli 30S
ribosomal subunit.
RNA-99, Edinburgh, Scotland, UK. June 23-27, 1999.
- I. Gabashvili, R. Agrawal, A. Heagle, R. Grassucci, J. Frank,
Hinge-bent regions in the Escherichia coli
30S ribosomal subunit:
a Three-dimensional cryo-electron microscopy study.
The Ribosome: Structure, Function, Antibiotics and Cellular Interactions. Snekkersten, Helsingoer,
Denmark,
June 13-17, 1999.
- I.S. Gabashvili, R.K. Agrawal, R.A. Grassucci, and J. Frank,
Conformational variations of the Escherichia coli 30S
ribosomal subunit.
Biophysical Society 43rd Annual Meeting, Baltimore, MD, Feb. 1999.
(Biophys. J., 1999, 76, N 1,
p. 2, p. A26.)
- I. Gabashvili, M. Fragata,
Decomposition of the Infrared
Spectra of Benzene and Derivatives: a comparative vibrational analysis.
Proc. of the 22nd Annual Conference of the
Federation of Analytical Chemistry and Spectroscopy Societies,
Cincinnati, OH, 1995.
- I. Gabashvili, N. Okudzhava,
On the Heritability of
Polycystyc Ovary Syndrome in Families and Populations of Georgia.
Abstr. of 10th Workshop on Development and Function of the Reproductive
Organs,
Huddinge, Sweden, 1995.
- I. Gabashvili, Z. Brelidze, G. Khachapuridze,
Intellectual
Terminal for Geneticists.
Proc. of the Intl. Conf.
"The
Healthcare Computing",
p. 803, Harrogate, England, 1994.
- I. Gabashvili, Z. Brelidze, G. Khachapuridze,
Biomathematics
of the Genetic Homeostasis. In MIE'94 (Proc. of the 12th
Intl. Congress on Medical Informatics) Lisbon, Portugal, pp. 132-137,
1994.
- I. Gabashvili, Z. Brelidze, G. Khachapuridze,
Intelligent Computer-Assisted Learning in Genetic Reasoning.
Proc. of the 3rd
Panhellenic Congress on Medical Informatics.
Thessaloniki, Greece, 1994.
- I.S. Gabashvili, A.Yu. Grosberg, D.V. Kuznetsov, G.M. Mrevlishvili,
Phage DNA Packaging and Reptation from
Protein Shell.
Abstr. Int. School-Seminar "Modern Problems
of Physical Chemistry of Macromolecules"
Pushino, USSR, p. 105, 1991.
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