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TUESDAY AFTERNOON 
Section A 
Techniques in Pharmacophore Development 1
O. Güner, Organizer, Presiding

1:30*45. What makes a good pharmacophore? E. Abrahamian, S. L. Chan, R. D.
Clark, T. W. Heritage 
An experienced molecular modeler can often look at a particular
pharmacophore-based query and know whether it is likely to produce useful
results when used to carry out a 3D search - i.e., whether it will be so
general that it "hits" too many structures, or so specific that it "hits" too
few.  The recent introduction of partial match capabilities in commercial 3D
searching packages has rendered such evaluation considerably more difficult,
but it is still humanly possible.  In carrying out recent work on automated
pharmacophore hypothesis generation, it became clear that a priori evaluation
of the information content and/or discrimination power of a 3D query is in
fact
quite a complex task.  Nonetheless, certain general relationships do exist
between query structure and information content which can allow quantitative
analysis which goes beyond simple rules of thumb.  Results of such analyses
will be presented.

2:00*46. Automatic pharmacophore generation using catalyst. J. Sutter, O.
Güner, R. Hoffman, H. Li, M. Waldman 
Catalyst is a program suite that automatically generates pharmacophores using
only experimentally-obtainable ligand information;  2D structure and
biological
activity.  Catalyst calculates a conformational model for each molecule,
creates initial pharmacophores that are common among the active compounds but
not among the inactive compounds, and optimizes the pharmacophores using
simulated annealing.  Each pharmacophore is scored using a cost function that
accounts for its complexity, the deviation from ideal chemical weights for
each
chemical feature, and the differences between the predicted and measured
activities.  The pharmacophores can be used to predict the activity of unknown
compounds or to search for new possible leads contained in 3D chemical
databases.  In this presentation, validation studies involving new
developments
in Catalyst including the use of variable weights and tolerances will be
discussed.

2:30*47. Evaluation of automated methods for pharmacophore model
generation. K.
Gundertofte, B. Bjørnholm, M. Langgård 
A pharmacophore model of the serotonin reuptake site has been developed using
classical pharmacophore modelling tools.1 The model can explain
enantioselectivity as well as selectivity towards norepinephrine and has been
validated against several test compounds.
Newer, automated techniques for pharmacophore model generation, Catalyst,
Cerius2 and Flo96 have been applied on the serotonin reuptake site. The
generated pharmacophore models have been compared to our classical model.
Differences in performance of the applied methods will be discussed.
Reference1:  Gundertofte, K., Bøgesø, K.P. and Liljefors, T., A
Stereoselective
Pharmacophoric Model of the Serotonin Reuptake Site. In H. van de Waterbeemd,
B. Testra and G. Folkers (Eds.), Computer-Assisted Lead Finding and
Optimization.  WILEY-VCH, Weinheim, 1997, pp. 443-459.

3:00*48. Substrate mapping through a multiple copy simultaneous search : a new
methodology applied to peptide deformylase. L. Patiny 
The multiple copy simultaneous search method (MCSS) was developed by
Karplus in
order to create functionality maps of binding sites for proteins having a
known
catalytic site.
In this communication we would like to present the use of the MCSS in order to
quickly determine the position of a catalytic site knowing a substrate and the
structure of the protein. In order to reach this goal we are using directly
the
substrate in the minimisation. To circumvent the difficulties linked to the
degree of freedom, the substrate is reduced, in a first step, to 50%. After
the
MCSS, we let the substrate inflate in the protein.
We will present results that was obtained on peptide deformylase and compare
them to experimental results.

3:30*49. Exploiting pharmacophores using oracle. K. Davies, R. Ponstance
The 3D pharmacophore searching technology developed by Chemical Design in the
early 1990s was adapted to provide a quantitative measure of pharmacophore
diversity for Combinatorial Chemistry Library Design.  This used the concepts
of pharmacophore fingerprints or keys which have also been used to identify
pharmacophores which may be associated with activity.  Recent advances in
computer speed and the falling costs of diskspace, have allowed the
pharmacophores for individual molecules to be stored in an ORACLE database. 
This enables much more rapid development and testing of hypothesis for the
pharmacophore responsible for a given activity which in turn may significantly
reduce the time taken for lead explosion and lead optimisation.  This paper
includes examples using this technology to select molecules to exhibit a
desired selectivity of biological response.


WEDNESDAY MORNING 
Section A 
Techniques in Pharmacophore Development 2 
NEW ALGORITHMS IN PHARMACOPHORE DEVELOPMENT 
O. Güner, Organizer, Presiding

8:30*57. Field-based similarity forcing: a conformationally-flexible approach
to pharmacophore perception. J. R. Blinn, G. M. Maggiora, D. C. Rohrer 
A new molecular field-based similarity forcing method for matching
conformationally flexible molecules is presented.  The method extends earlier
work on field-based similarity matching of molecules based upon the MIMIC
program, by directly coupling the similarity matching function to a molecular
mechanics force-field.  Thus conformational energetics are now fully accounted
for within the similarity-matching process, and conformational searching
constrained by the similarity function ('similarity forcing') can be carried
out concurrently.  This method is quite similar to that used in NMR-based
structure determination with NOE distance constraints.  Although a Monte Carlo
search procedure is used in the present work, any type of search procedure can
be employed.  After the best matchings have been determined, a series of post
matching analyses are performed to obtain information on the underlying
pharmacophoric patterns.  These analyses included an evaluation of appropriate
similarity fields and inter-molecular atom-atom similarities.  An example from
several HIV-1 RT inhibitors will be presented to illustrate the salient
features of the method.

9:00*58. Extraction of the maximum 3d common substructure from a set of
ligands. J. Gasteiger, S. Handschuh, M. Wagener 
Ligands binding to the same receptor are superimposed in order to extract the
essential three-dimensional structure necessary for ligand binding. In this
process, geometry changes due to conformational flexibility are explored to
maximize overlap. The entire process uses a combination of a genetic algorithm
with a quasi-Newton optimizer. The method can be applied to a set of ligands
even if the 3D structure of the receptor is not known, and to hits from
high-throughput screening.

9:30*59. Vector and tensor pharmacophores from quantum mechanical
calculations.
T. Clark, M. Hennemann, B. Martin 
The detailed electrostatic and polarizability information available from even
very simple (in this case AM1 semiempirical MO) quantum mechanical
calculations
can be converted into hydrogen bonding vectors, linear quadrupoles for
aromatic
ring binding sites and group polarizability tensors to characterize lipophilic
groups. The spatial relationships between the different sorts of binding site
on the molecule can be used to derive 3D-pharmacophores both from limited
(20-50 compound) activity data and from larger numbers of compounds that have
been identified to be active. The pharmacophore models thus derived can be
used
to scan entire 3D-databases at a speed of about 2,500 molecules per processor
minute to obtain quantitative estimates of individual activities. Examples of
the results of such searches will be presented.

10:00*60. The concept of pharmacophore and anti-pharmacophore shielding in
drug
design and structure-property relationships. I. B. Bersuker, S. Bahceci, J. E.
Boggs, R. S. Pearlman 
The widely employed concept of Pharmacophore (Pha) is complemented by the
notions of Basic Skeleton (BS) and Anti-Pharmacophore Shielding (APS). The Pha
is assumed to be the necessary element that produces the activity under
consideration, while the BS is formed by adding to the Pha maximum possible
atomic groups that do not influence the activity (they fill the cavities in
the
ligand-receptor interaction), and the APS is defined as additional (to the BS)
groups that hinder the proper Pha-receptor docking, thereby diminishing
(partially or completely) the activity. In combination with our
Electron-Conformational method of pharmacophore identification, suggested
earlier, the concept of BS and APS simplifies the search for Pha and allows
for
approximate numerical predictions of activities. These computer implemented
novel ideas are applied to two problems: rice blast activity and
angiotensin-converting enzyme inhibitors.

10:30*61. Advanced pharmacophore keys. S. J. Cato
Chem-X software allows study of the potential pharmacophores exhibited by a
collection of molecules and expresses the results as pharmacophoric
fingerprint, called a pharmacophore key.  It recognizes up to seven types of
interaction centers automatically and finds all possible permutations of three
of these as potential pharmacophores in each low energy conformation, setting
the appropriate bits in the key.  This paper compares and contrasts two
extensions to the standard pharmacophore keys.  The use of four-center
pharmacophores (rather than three), allows the pharmacophores found to be
space
filling (rather than planar) and creates a much larger potential pharmacophore
space.  Alternatively, 'profiling', allows a count of the pharmacophores (as
opposed to single bits of each) to be stored in the key on either a molecular
or conformational counting basis.  The application to the diversity comparison
of libraries and diverse subset selection is examined.


WEDNESDAY AFTERNOON 
Section A 
Techniques in Pharmacophore Development 3 
New Approaches: PHARMACOPHORES FROM RECEPTOR ACTIVE SITES
O. Güner, Organizer, Presiding

1:30*62. Genefold: protein sequence to structure to receptor pharmacophore. A.
Nayeem 
When a given protein sequence does not exhibit sufficient sequence identity to
known proteins, threading methods have often proven successful in identifying
protein folds most likely to be compatible with that sequence.  Here we
examine
how far we can go beyond fold recognition.  The application GeneFold, a
threading program developed by Godzik and Skolnick at Scripps, for
developing a
pharmacophore model for the binding site of an enzyme is shown.  The value of
the model as a basis for searching chemical libraries is also discussed.

2:00*63. Novel structure based approaches to pharmacophore model generation
and
library focusing. C. M. Venkatachalam, P. Kirchoff, J. Jiang, M. Waldman 
Given a library of compounds, the problem of identifying compounds that can
satisfactorily dock and interact with a known Protein active site, is a
challenging one. To be able to select potentially interesting compounds from a
library using known information about the three dimensional structure of the
active site is very crucial in generating leads especially when using
combinatorial libraries. We present two different but complementary
approaches:  One approach employs a fast docking algorithm that finds low
energy conformations of a ligand within an active site. The other approach
analyzes the active site to develop a set of features (such as hydrogen bond
donors, acceptors and lipophilic sites) that are required for attractive
interactions within the active site and uses the feature set to derive
pharmacophore models that are then employed in database searching to identify
hits.

2:30*64. Pharmacophores including multiple excluded volumes derived from x-ray
crystallographic target structures to be used in 3d-database searching. P. A.
Greenridge, M. Gilner 
We have optimised the method of using many (>100)  excluded volumes with
3D-pharmacopho-res in database searching with respect to specificity and speed
(J.Med.Chem. 41:2503-2512, 1998). Structure-based pharmacophores were
supplemented with exluded volumes positioned at the coordinates of the protein
atoms delineating the ligand binding site. The search speed obtained makes it
practically feasible to use this method, and significantly faster than
reported
for other softwares. The method effectively pruned the obtained hit-lists of
unspecific hits (by 70-75%) . Experimental verification showed that the
remaining hits were specific (had micromolar affinities). We now show for
structure-based pharmacophores that this method also improves the correlation
between predicted and measured affinities for a structurally diverse set of
estrogen receptor ligands. The resulting regression equation may be used for
scoring of database hits.

3:00*65. Docking - derived pharmacophores. R. Griffith, J. B. Bremner, B.
Coban

In the absence of any detailed 3D structure of adrenergic receptors, models
have been constructed for the alpha1A and alpha1B subtypes of these important
members of the G-protein coupled family of membrane-bound receptors.
Docking of
the endogenous ligand, adrenaline, and also of a rigid, alpha1A selective
antagonist (IQC), developed in our laboratory, into these models will be
presented. We have, in a novel application of the Catalyst software by MSI,
constructed docking derived pharmacophores from the docking results. These
will
be presented, as well as comparisons with traditional, ligand based
pharmacophores, which were developed in Catalyst using a set of subtype
selective antagonists, not including IQC. The common features of "ligand" and
"structure" based pharmacophores can be superimposed strikingly well. This new
approach offers further opportunities for tailored ligand design.

3:30*66. A dynamic pharmacophore model for HIV-1 integrase. H. A. Carlson, K.
M. Masukawa, R. D. Lins, J. M. Briggs, W. L. Jorgensen, J. A. McCammon 
50-ps snapshots of a 1-ns molecular dynamics simulation of the catalytic
domain
of HIV-1 Integrase were used to represent the conformational flexibility
inherent to the active site.  Each of these protein configurations was
subjected to a Multi-Unit Search for Interacting Conformers (MUSIC) simulation
(a Monte Carlo, multiple-copy method available in the BOSS program).  The
MUSIC
studies were used to develop a dynamic pharmacophore model based on the
sampling of conserved binding sites for hydroxyl and ammonium functionalities
in the active site of each protein model.  The use of this method was
validated
by accurately predicting the binding site for the first of two required
magnesium ions.  Variations of our pharmacophore model were used to search the
Available Chemicals Database.

4:00*67. Pharmacophore definition of retinoid-x-receptor modulators. S. K.
White
The Retinoid-X-Receptors (RXR) are homodimer and heterodimeric partners with a
variety of intraceullular receptors, including PPAR, TR and VitD. While high
affinity binding to the RXR's is important, we use a funtional cotransfection
assay to differentiate the role of the RXR ligand. The criteria for good
structure-activity correlation depends on proper choice of ligands
according to
biological function, pharmacophore sampling and 2D similarity. A general
method
of selecting ligands via biological activity profile and 2D descriptors for
training sets in pharmacophore analysis will be presented. By using 2D
chemical
structure information to bin our ligands, we are able to create 3D
pharmacophore descriptions which correlate to the activity data with R2 >
0.90.


--
Osman F. Güner, Ph.D.
Sr.Product Manager,    Rational Drug Design
Molecular Simulations Inc.  (619)799-5341
osman@msi.com            http://www.msi.com


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THURSDAY MORNING 
Section A 
Modelling and Analysis Through the Internet 1
O. Güner, Organizer, Presiding

8:30*68. Internet-based modelling and computational chemistry tools. H. Rzepa 
The rapid, and frequently chaotic progress made over the last five years in
chemical utilisation of the Internet will be reviewed. Three issues in
particular will be addressed in detail; the development of structured
documents
capable of storing and expressing chemical data and semantics, the use of the 
model rather than the image media type as an integral part of chemical
documents, and issues surround the authentication of documents and chemical
objects using digital certificates.

9:30*69. Dissertations from chemistry on the internet. J. Gasteiger, W-D.
Ihlenfeldt, R. Hoellering 
An essential part of academic chemical research is performed by graduate
students. Dissertations therefore offer a wealth of information that, quite
often, only partly and slowly finds its way into publications in scientific
journals. The implementation of dissertations on the internet provides rapid
access to this cornucopia of chemical information. It can be accessed by the
search technology employed for chemical databases such as name, structure, and
substructure searching. Furthermore, the information in dissertations can be
enriched by data derived from computations and modeling. Computer programs can
be linked to dissertations to provide active contents, further enriching the
importance of dissertations.

10:00*70. A structure based drug design degree course delivered on the
internet. C. Burt, P. Murray-Rust, T. Brailsford, C. Edge, C. Richardson, J.
Overington 
The paradigm of Structure-Based Drug Design (SBDD) holds the potential to
increase the efficiency of the drug discovery and development process. 
Unfortunately, the rapid development and highly multidisciplinary nature of
the
process has led to a situation where many staff in the pharmaceutical industry
are ill prepared to exploit effectively these techniques to the full.  The
Internet and the technologies of the World Wide Web (WWW) have revolutionised
the way in which information may be communicated and represent an ideal
platform to deliver courses to "retool" working scientists in new
disciplines. 
The Virtual School of Molecular Sciences (VSMS) at the University of
Nottingham
is at the forefront in establishing virtual collaborative courses and has
launched an Internet Structure-Based Drug Design Course.  An overview of the
course and issues related to the delivery of distance learning courses will be
presented.

10:30*71. Sharing chemical information over the internet. L. R. Patiny 
Creating a common database over the internet on which everybody can easily
contribute is difficult because it requires a lot of management. In order to
circumvent this limitation, we have developed a new web server and client
program allowing research laboratories to submit chemical information (name,
structure, bp, mp, NMR, etc.) automatically and which they still be able to
modify at a later date. This information is directly available to the rest of
the scientific community.
This database, containing the chemical information, can be queried from any
web
browser by substructure (requires JAVA), molecular formula, bp, mp, NMR shift,
infra-red maxima, etc.
During this presentation we will explain the concept behind this new server as
well as show the way it works in practice (submitting and retrieving
information).

11:00*72. Modeling and visualization on the web. M. Hahn
The Web provides an ideal medium for allowing broader access to molecular
modeling and molecular visualization.  A key goal is to provide tools that
non-computational scientists find easy to use.  Ease of use, however, must be
balanced with a level of sophistication such that the tools and the
information
they provide are not perceived as trivial. This talk describes various
approaches towards building such balanced modeling and visualization
environments, and describes our experiences with one such environment, WebLab.

THURSDAY AFTERNOON 
Section A 
Modelling and Analysis Through the Internet 2 
New Advances with Internet Software
O. Güner, Organizer, Presiding

1:30*73. Webtables: computing molecular properties on the web. T. J.
O'Donnell,
C. J. Blankley, C. Humblet 
We have developed a web-based interface to assist in the task of computing and
tabulating molecular properties for large sets of compounds.  Data are
manipulated in the form of a table with each row representing one molecule and
each column representing one type of molecular property.  The table is
presented as an HTML page with GIF depictions of selected structures and text
display of selected data columns.  The major function of Webtables is to
compute new columns of data.  All computations are carried out on a web server
Unix machine with the results returned using standard CGI methods.  Data sets
containing as many as 10,000 compounds are accomodated, although sizes nearer
1000 are more commonly used.  The table may be output as a tab-delimited
file. 
Data are input from a variety of input file types.  We will show typical web
page output for a sample session, list all available molecular property
computations and discuss the underlying CGI scripting and the use of Daylight
toolkit in Web Tables.

2:00*74. Chemmart: one-stop web shopping of structural databases. T. J.
O'Donnell, T. N. Doman 
We have developed a web-based application to assist in the searching of
structural databases.  It allows for exact lookups, sub-structural, neighbor
and SMARTS searches. In addition to searching, ChemMart can perform
computations on input structures, such as clogP, "Pfizer Rule of Five"
estimates, Concord 3-D coordinate generation, and polar surface area
computation.  Input and output is managed on a Web page using standard HTML. 
Structures may be sketched in, read from input files, or located by
compound id
number in the databases.  Output may be saved in local files on the web-client
computer.  All searches and computations are carried out on a web server Unix
machine with the results returned using standard CGI methods.  We will show
typical web page output for a sample session, discuss searching strategies and
molecular property computations and explain the underlying CGI scripting.  We
will discuss the use of the ChemDraw plug-in, the Daylight toolkit, and the
interface to helper applications in ChemMart.

2:30*75. Web-based integration of computational experiments with biological
and
chemical information. A. Shah, D. Huhta, H. Li 
It has long been realized that chemistry research can benefit from the
integration of chemical and biological information with modeling and anlysis
tools.  The information can be accessed from a variety of sources, such as
corporate databases and databases on the Internet.  The most significant
benefit of such integration is that computational analysis capabilities add
value to the integrated access to chemio- and bio-informatics.  Such interface
of informatics and analysis provides us the much needed leverage to convert
"information" into "knowledge."  We will describe a client-server model as
implemented in Gene Explorer and MedChem Explorer programs, in which the
information from computational and information servers is seamlessly
integrated.  Examples will be presented that demonstrates the benefits of such
an integrated Web-based environment.

3:00*76. Extending chimera for collaborative molecular visualization. T. E.
Ferrin, C. Huang, T. Klein 
Chimera is a new, highly extensible computer application for visualizing and
interactively manipulating molecular structures that is under development in
the UCSF Computer Graphics Laboratory. Chimera provides for the addition of
new
functionality through use of a high-level programming language called Python. 
We have used this approach to add a prototype “collaboratory” module to
Chimera
for carrying out interactive three-dimensional studies of molecular structures
among collaborating scientists at distant locations.  With our collaboratory,
multiple scientists can interactively manipulate images of shared, complex
three-dimensional molecular models and interact with one another in the same
way that traditional “face-to-face” collaborative scientific experiences would
provide.  When fully implemented, our collaboratory will not  only facilitate
collaborative research projects, but will provide the capability to establish
interactive training sessions on molecular modeling techniques.

3:30*77. Does the web impact computer-assisted drug design. S. Krystek, W.
Langton
At Bristol-Myers Squibb, Web-based tools have been successfully integrated
into
the process for both structure and ligand based drug design.  Web-based tools
are being utilized in distributed environments for virtual screening, lead
generation processing, compound selection, as well as for data management and
the transfer of information among team members.  A practical example will be
presented detailing the use of Web-based tools in day-to-day activities of
computer-assisted drug design.


--
Osman F. Güner, Ph.D.
Sr.Product Manager,    Rational Drug Design
Molecular Simulations Inc.  (619)799-5341
osman@msi.com            http://www.msi.com


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On Wed, 30 Dec 1998, Michael Nolan wrote:

> >Dear CCL community,
> ---snip---
> 
> >Worrying too is the move being made by SGI (who have hitherto been
> >the providers of high-end hardware for computational chemistry) to adopt
> >WindowsNT  as an OS (I think that I am reminded of the Blackwidow spider
> >which eats its mate after mating).
> 
> It's not just SGI. HP have also done and are doing the same thing. I would assume that DEC will go the same way, if they haven't already. This leaves, and correct me if I am wrong, SUN as the only company manufacturing workstations with their own proces


sors and OS
> Will we be all using Windows based OSs in the future?
> 
> regards
> 
> Michael
> 


The problem from my perspective is threefold, and it really does not matter
that UNIX is a better computational environment for science (you may
disagree, if you are a user, and do not actually develop software. This is
my perspective -- I hope I will meet some day a programmer who thinks
that Windows is a better development platform for scientific applications
than UNIX).

1) UNIX people could not agree on the standard and desktop environment...
   We are getting some CDE lately, but it is too late. Decisions are not
   made by computer professionals but by managers. Obviously, they like 
   the system which they can use rather than the system (UNIX) which
   requires ultimate involvement. In windoz you will get there after
   20 wrong clicks, in UNIX, if you do not know, you will not get there
   at all. 

2) Microsoft makes hardware manufactures happy -- Linux can run in 16 Mbytes
   of RAM on 486 with acceptable speed. Windows NT needs 64 MBytes of memory
   minimum, and on  anything less than 200 MHz pentium is a hog. Moreover,
   it is a black box, so the hardware vendors do not need to deal with
   support: "It is not our fault... Ask MS...". From the business perspective
   you cannot loose. Please, be reminded that scientific computing is not
   a business for hardware manufacturers, but a charity...

3) The important consideration is the jobs for computer professionals.
   If we could choose the standard, make software releases every 3 years
   rather than every 3 months, many people would loose their jobs. Thousands
   of people who fix Y2k problem need jobs in the next century. Reinventing
   UNIX under windoz banner (people who know the evolution path of NT 3.x,
   4.0, and 5.0 know what I am talking about) is a good thing, and people
   will pay, since they have no choice...

So do not blame HPs and SGIs for doing the right thing, since they are not
in the business of making computers, but in the business of making their
shareholders happy, i.e., making money... The product is always a secondary
consideration...

Happy New Year!!!

Jan Labanowski's private views at this moment...
My employer does not even know what I wrote...

jkl@ccl.net


