Marie Curie Training Course of the European Union
LES HOUCHES SUMMER SCHOOL
MULTIPLE ASPECTS OF DNA AND RNA:
FROM BIOPHYSICS TO BIOINFORMATICS
August 2 - August 27, 2004.
Organisers: D. Chatenay, S. Cocco, O. Krichevsky, R. Monasson, D. Thieffry
Last update: August 8th, 2004.
Overview of the School
We organize
a Summer School in August 2004, hosted by the Ecole de Physique,
Les Houches, French Alps, at the border line between physics, biology and
information science. The School is dedicated to the multiple aspects, that
is, biological, physical and computational analysis of DNA and RNA molecules.
These molecules, central to vital processes, have been experimentally studied
by molecular biologists for decades. Recent progresses (e.g. use of DNA
chips, manipulations at the single molecule level,
availability of huge genomic databases) have revealed
an imperious need for theoretical modelling. Physicists have already contributed
to this effort, but further progresses will clearly not be possible without
an integrated understanding of all DNA and RNA aspects and studies.
The School is primarily intended
to provide graduate students and young researchers
having a background in physics with up-to-date knowledge
in the study of biomolecules and to make them capable of understanding ongoing
researches in the field, be they conducted in molecular biology, biophysics
or bioinformatics. We also aim to attract some students
with biological or mathematical backgrounds desiring to extend their knowledge
in the physics of biomolecules. Emphasis will be put on the comprehensive
presentation of theoretical concepts and analytical
or computer-based tools for DNA and RNA structural modelling, simultaneously
with a presentation of experimental techniques and results. Lecturers have
been carefully chosen among top-level biologists, biochemists, physicists
and experts in bioinformatics since it is our opinion that a real interdisciplinarity
cannot be achieved otherwise.
The School will be chronologically
divided in three main sections, with essentially equal durations:
Section 1: Biochemistry and Biology of DNA/RNA
Section 2: Biophysics: from Experiments to modelling and theory
Section 3: Bioinformatics
Section 1 will aim at giving students necessary
knowledge on the structure and function of nucleic acids, and of biological
processes such as transcription, replication, ... involving DNA and RNA
molecules in the cell. Special attention will also be paid to experimental
characterization techniques such as spectroscopy, NMR, neutron scattering.
Section 2 will cover the biophysics of DNA
and RNA, starting from basics in polymer physics. A large space will be devoted
to a parallel presentation of recent experimental and theoretical progresses
in the field of single molecule studies. Single molecule experiments will
be put into perspective with comparison to biological bulk experiments.
Recent advances in the field of electrophoresis will
also be described from a biophysical point of view.
Section 3 will present recent computational
approaches to integrate, analyse and simulate molecular and genetic data
on the structure of nucleic acids, as well as on the regulation of their
expression and activity. The analysis of genetic regulatory networks will
be devoted a large space. We will also organize for the students a series
of computer-lab work to illustrate the program of this bioinformatics section.
Special care will be brought to ensure a coherent
presentation of concepts from different disciplines and to provide attendants
with a synthetic and global vision of DNA and RNA studies.
We will follow the well-proven Les Houches format.
Lectures will last 1.5 hours, with two lectures in the morning and one in
the afternoon. This schedule leaves time for ample personal work. The limited
number of main lecturers will make lectures series long enough to explain
things carefully. Complementary conferences will take place in the evenings;
some slots will be allocated to seminars on hot subjects and will be scheduled
at a date closer to the event in order to ensure timeliness.
Key Words
DNA ,RNA, Chromosomes, Chromatin, Genetic Code,
Gene Expression, Regulation, Proteins, Transcription, Replication, Duplication,
Single Molecule, Biological Physics, Statistical Mechanics, Bioinformatics, Algorithms.
The Lectures
Section 1: Biochemistry and Biology
(1) DNA: structure,
dynamics and recognition by Richard Lavery
Introduction to the physical and biochemical structure of DNA/RNA molecules
(microscopic structure, conformations, elementary vibrations) and to experimental
characterization techniques (spectroscopy, NMR, neutron scattering, ...).
The microscopic mechanisms underlying the treatment of genetic information
(replication, transcription, ...) will be exposed.
(2) Gene and
genome: organization and Regulation by Jim Kadonaga
Presentation of the different mechanisms for gene expression and regulation,
both at the elementary level and at higher organization levels of DNA (chromatin).
This lecture is of fundamental importance to understand the bioinformatics
lectures of Section 3.
(3) RNA: from Sequence to Structure by Eric Westhof
Introduction to the RNA molecule, and related issues: dynamics of folding,
structure prediction from sequence, ...
Section 2: Biophysics, from Experiments to Modelling and
Theory
(4) Single Molecules: Experiments by Terence
Strick
Recently developed techniques of micromanipulations allowing to study
the properties of a single molecule of DNA or RNA, also in presence of
proteins, will be reviewed. Results of these experiments will be presented
and compared to usual biological bulk studies.
(5) Statistical physics of polymers and macromolecules
by Alexei Khokhlov
Introduction to polymer physics and modelling, with emphasis on elasticity
properties, coil-globule transition, and the influence of electrostatic
interactions on macroscopic behaviour.
and Single Molecules:
Modelling and Theory by John Marko
Presentation of statistical mechanics and polymer physics tools useful
to interpret single molecule experiments
(elastic properties, structural transitions, ...). Approaches to the
modelling of out-of-equilibrium processes e.g. DNA-protein interactions
will also be exposed.
(6) Physics of DNA electrophoresis by Tom Duke
Presentation of the electrophoresis characterization technique, of huge
importance in molecular biology, and to the modelling of its action.
Section 3: Bioinformatics
(7) Regulatory sequence analysis by Jacques
van Helden
Presentation of the main computational approaches for the discovery and
the search of cis-regulatory patterns in nucleic acid sequences.
Introduction to the dynamical analysis of regulatory networks, with special
emphasis on the use of the differential formalism and its application to
the modelling of the eukaryotic cell cycle.
(9 )Dynamics of the Genome: evolution
and repair by Francois Taddei
Introduction to the dynamical processes undergone by the genome. The course
will be divided in five lectures, each illustrating an aspect of evolution
and of some related open theoretical problem of interest to physicists.
Complementary
lectures will be devoted to:
- Fluorescence correlation spectroscopy, by O. Krichevsky (Israel)
in complement to lecture 4;
Theory of DNA thermal denaturation, by D. Mukamel (Israel) in complement
to lecture 5;
- Reverse
engineering of gene interactions on the basis of expression data, by D.
Peer (Israel) in complement to lecture 8.
- Modelling
and analysis of genetic networks structure and function, by M. Samsonova
(Russia) in complement to lectures 7 and
8.
Additional
seminars on hot subjects such as Atomic force microscopy for the visualisation
of DNA under transcriptional regulation or replication,
Matrix models for RNA folding, Patterns and structure of DNA, Dynamical
modelling of genetic regulatory networks... will be scheduled depending
on the progresses in the field in the next two years. They will take place
during the first three weeks of the school.
The Lecturers
Prof Richard Lavery (British, Institut
Curie, Paris, France).
RL is the director of the Laboratoire de Biochimie
Théorique. He has a long track record in the development
of numerical methods for the modelling of Nucleic Acids and DNA-Protein Interaction.
He is a very clear lecturer on the subject as demonstrated
.e.g. in the Single Molecule Biophysics, International EMBO Workshop, Tours
(France) in 1999.
Dr Thomas Duke (British, Cavendish Lab,
Cambridge, UK).
TD is a Royal Society Research Fellow.
He is a young and versatile theoretician , who has largely contributed
to the development of the theory of electrophoresis.
Prof Alexei Khokhlov (Russian, Moscow State University, Russia).
AK is head of the polymer physics laboratory
at MSU, and a leader in the field of polymer and macromolecules theory. He has a very strong experience in teaching, and has written
6 books in the field.
Prof
Jim Kadonaga (American, University of California at Los Angeles,
USA).
JK has made important contributions
to the study of chromatin and large scale organization of DNA. He is a very clear lecturer as demonstrated e.g. in the
ASI summer school held in Corsica in 2000.
Prof Eric Westhof (French, Université Louis Pasteur (ULP),
Strasbourg, France).
EW is a professor at ULP and is the head of the CNRS Laboratory Structure
des macromolécules biologiques et mécanismes de reconnaissance.
He has done fundamental works in RNA folding and structure predictions.
Prof
Francois Taddei (French, Génétique
Moléculaire évolutive et Médicale, Faculté
de Médecine "Necker - Enfants Malades", Université René
Descartes, Paris, France).
FT is a young biologist, specialist of the molecular mechanisms of evolution.
He has realized important works on the adaptation, variability and diversity
of bacteria.
Dr
Terence Strick (American, Coldspring Harbor, USA).
TS is a young experimentalist, who did his Ph.D.
in the Bensimon and Croquette lab in Paris.
He is at the leading edge of single molecule micromanipulation technique
to study DNA and DNA-protein interactions. He is a very clear lecturer as
demonstrated in several seminars.
Prof
John Marko (American, Physics Department, University of Illinois
at Chicago, USA).
JM is a theoretical physicist and, at
the same time, head of an experimental lab. He was a pioneer in the modelling
of elastic properties of DNA and single molecule experiments. He is also
well known for the quality of his lectures and seminars.
JvH is particularly known
for his work on the development of a very successful computer suite(RSA-tools)
for the discovery and the search of cis-regulatory patterns in nucleic
acids.
Prof
Bela Novak (Hungarian,
Technical University of Budapest, Hungary).
In close collaboration with John Tyson, BN has been developed dynamical
models of the molecular networks controlling cell cycles in various eukaryotes
for the last twenty years. His work is representative of the state of the
Dr
Dana Peer (Israeli, The Hebrew University at Jerusalem, Israel)
DP is a young computer scientist, working on
the analysis of gene expression data and genetic and regulatory networks
reconstruction. She is an expert on machine learning and Bayesian methods.
Prof
Oleg Krichevsky (Israeli, Beer-Sheva University, Israel).
OK is a physicist studying the interactions between
and within biological molecules. He has been very successful in developing and implementing ultra-sensitive fluorescence
microscopy techniques to allow real-time monitoring and conformational
fluctuations of single biological molecules, such as DNA and proteins.
Prof David Mukamel (Israeli, Weizmann Institute, Israel).
DM is professor in the Department of
Physics of Complex Systems at the Weizmann Institute. He has worked on
many aspects of the statistical physics of disordered and out-of-equilibrium
systems, with a special interest in applying sophisticated theoretical physics
tools to the study of biophysical and biological systems.
Dr
Maria Samsonova (Russian, Center of Advanced Studies, St.Petersburg
Polytechnical University, Russia).
MS is heading the
Department of Computational Biology at St Petersburg PU. Her current research
interests covers the modelling and analysis of genetic networks structure
and function, database design, the development of methods for quantification
and analysis of in situ gene expression patterns, as well as text mining.
Monday 2 |
Tuesday 3 |
Wednesday 4 |
Thursday 5 |
Friday 6 |
|
09:00 - 10:30 |
Arrival |
Introduction |
Lavery |
Lavery |
Kadonaga |
11:00 - 12:30 |
Arrival |
Lavery |
Westhof |
Kadonaga |
Westhof |
16:00 - 17:15 |
Arrival |
|
|
Khokhlov |
|
17:45 - 19:15 |
Welcome address |
Khokhlov |
Kadonaga |
Westhof |
Lavery |
Monday 9 |
Tuesday 10 |
Wednesday 11 |
Thursday 12 |
Friday 13 |
|
09:00 - 10:30 |
Krichevsky |
Marko |
Strick |
Strick |
Strick |
11:00 - 12:30 |
Cavalli |
Westhof |
Marko |
Marko |
Duke |
16:00 - 17:15 |
|
|
Students |
|
|
17:45 - 19:15 |
Westhof |
Strick |
Students |
Duke |
Marko |
Monday 16 | Tuesday 17 | Wednesday 18 | Thrusday 19 | Friday 20 | |
09:00 - 10:30 |
Duke | Duke | Taddei | van Helden | van Helden |
11:00 - 12:30 |
Taddei | Novak | van Helden | Taddei |
Novak |
16:00 - 17:15 |
|
|
Articles |
|
|
17:45 - 19:15 |
Strick | van Helden | Novak | Novak | Taddei |
Monday 23 |
Tuesday 24 |
Wednesday 25 |
Thursday 26 |
Friday 27 |
|
09:00 - 10:30 |
Mukamel |
Samsonova |
De Jong |
Thieffry |
Articles |
11:00 - 12:30 |
Mukamel |
Thieffry |
Samsonova |
De Jong |
Conclusions |
16:00 - 17:15 |
|
|
|
|
|
17:45 - 19:15 |
Gautheret |
Samsonov |
Fernandez |
Peer |
|