| FAQ - Building a High Throughput Screening Facility in
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Note: This document was written in 2002 and updated in 2003 by Caroline Shamu and members of the Harvard Medical School ICCB/ICG Screening Facility.
Introduction
The Institute of Chemistry and Cell Biology/Initiative for Chemical Genetics
(ICCB/ICG) at Harvard Medical School established a Screening Facility
in 1998 to facilitate the pursuit of Chemical Genetics as an academic
discipline. At the time, techniques for high throughput screening
of small molecule libraries in biological assays were being developed
in the biotechnology and pharmaceutical industries as means to speed
the identification of lead compounds for drug discovery.
The ICCB/ICG Screening Facility was one of the first high throughput
screening facilities to be opened in an academic setting. Although
the investigators who use our facility share some of the same goals
as their counterparts in industry, their needs also differ in key
ways. For example, most industry screening programs focus their
efforts on a relatively small number of disease-relevant target
pathways and proteins. In contrast, in the university, investigators
use chemical genetic screens to find small molecule research tools
that perturb a wide variety of biological pathways in a diversity
of organisms. Much of it is very basic research, not necessarily
immediately relevant to human disease. Thus, our Screening Facility
must have the flexibility to accommodate many different types of
assays.
At the ICCB/ICG, most screens are carried out in the 384-well format
and our screening instruments are set up in modular work stations.
Most have the capacity for integration with each other, in order
to automate sequential steps of assay protocols when desirable.
Individual researchers carry out the bulk of the work for their
own screening projects. The Screening Facility staff assists by
providing access to the ICCB/ICG compound collection, maintaining
and operating the screening robots, and training screeners for independent
operation of some machines.
The ICCB/ICG Screening Facility runs on average 12-15 screening
sessions per week. In a typical screening session, 14,080 compound
wells (20 plates in duplicate) are screened. Current comfortable
capacity for the facility is ~350,000 compound wells (500 plates
in duplicate) screened per week. Approximately 36-48 new screens
enter our facility each year. As of November 2003, there were 140
screens ongoing at the ICCB/ICG. This includes screens in the piloting,
HTS, and follow-up stages. A screen is considered complete once
the results are published or when the investigator notifies us
that it is no longer being pursued. A typical investigator-initiated
screening project will screen 50,000-100,000 compound wells in
duplicate.
We have written this document to answer questions frequently asked
of the ICCB/ICG Screening Group by our colleagues in other departments
and institutions who wish to set up their own high throughput screening
facilities.
Planning and Design of
the Facility Workspace
Space planning is the first concern in the design of the screening
facility. When it first opened, the ICCB Screening Facility was
housed in an area of approximately 400 square feet that accommodated
a small office for facility staff as well as three plate readers,
several small liquid handling devices, and an automated pin-transfer
robot. The current ICCB/ICG facility is approximately 1000 square
feet and accommodates all of the above as well as
three
additional
plate readers, a large free-standing liquid handler, several robotic
arms for integration of the screening instruments, one large freezer
for compound storage, and a tissue culture area. Additional equipment
rooms house our automated screening microscopes and the other freezers
in which our compounds are stored.
The design of facility workspace is wholly dependent upon the types
of assays being performed and the equipment required to process
the assays. For example, mammalian cell-based assays require access
to a tissue culture area with water-jacketed CO2 incubators,
whereas yeast or bacterial assays require only a standard 37ºC incubator.
All assays require an adequate amount of bench workspace for the
individual researcher to prepare and carry out their screens. In
addition, consideration should be given to ensuring that adequate
vacuum and gas (e.g. CO2 and air) services are available
for the facility as some instruments depend on them for their operation.
Computer network connections (data jacks) are essential for the
assay detection and data capture phases of screens. Large amounts
of data are generated during high throughput screening and their
final destination (e.g. data server and/or database) should be planned
before screening begins.
Flexibility can be introduced into a facility from the outset
by purchasing carts designed for laboratory equipment. Although
we have not implemented them at the ICCB, these carts
can be used separately or connected together to provide modular,
integrated workstations. In lieu of this, however, standard lab
benches and a reasonable amount of open floor space for a small
number of freestanding machines is sufficient.
For tissue culture, a six-foot, laminar-flow tissue culture hood
is recommended because it has room for an automated plate filler,
which is required to dispense cells into assay plates. The ICCB/ICG
Screening Facility has three tissue culture incubators. To accommodate
a wide variety of assay conditions, one incubator is equipped with
a circulating cooler to allow control of the temperature between
20ºC and 42ºC. The clinical centrifuge used for tissue culture
is equipped with microplate carriers and is used, as necessary,
for compound stock plates as well as assay plates. It is helpful
to have a refrigerator in the Screening Facility, or access to a
cold room nearby, for temporary storage of cell media and assay
reagents.
With regard to facility infrastructure, the ICCB/ICG Screening
Facility staff has found that house air and vacuum services can
be unreliable and has thus purchased individual vacuum pumps and
compressors. High-end liquid handling instruments often require
one or both of these services and it is worth the relatively minor
cost to purchase these small items as needed. Finally, it has been
useful to maintain close working relationships with the local computing
support group and the data management group to ensure a smooth transfer
of data from the screening facility to the servers and databases.
Staff
A wide variety of skills are necessary to run a high throughput
screening facility. An aptitude for troubleshooting the computer
and mechanical problems that invariably arise with complex instrumentation
is essential. At least one staff member should be proficient in
the computer language Visual Basic, which is used to integrate the
operation of individual screening robots with each other. In addition
to operating and maintaining laboratory equipment, staff members
will likely also be asked to organize compound collections and assist
investigators in performing screens. Thus, some formal training
in the biological sciences or chemistry is desirable. For the most
part, individuals with all of these qualifications have been employed
in industry. The ICCB/ICG has attracted experienced laboratory
automation specialists from industry to the academic setting, but
we have also successfully trained recent college graduates for Screening
Facility staff positions.
Instrumentation
Prior to the purchase of any equipment, it is important to consider
the particular requirements of the users. For example, fairly inexpensive
plate fillers are sufficient to perform all of the liquid handling
steps of some screens, while more accurate, but very expensive,
low-volume automated pipettors are required for other screens.
For assay detection, some instruments provide multi-mode assay detection
and are therefore useful for multiple assay types, whereas others
are specialized for individual assays. An additional consideration
is whether radioactive assays will be performed in the screening
facility. Due to the diversity of user-requirements, the ICCB/ICG
Screening Facility does not perform assays involving radioisotopes.
Instrument calibration and maintenance are important. Liquid
handling machines usually arrive from the factory with calibration
certification, but the conditions under which this verification
was performed do not necessarily correspond with the conditions
that exist in the laboratory. It is good practice, after delivery,
to verify the accuracy and precision of a machine through a wide
range of parameters and to continually monitor the findings at
regular intervals (e.g. monthly or quarterly). The initial in–facility
calibration may involve leveling the machine itself, as bench
tops and floors may not be level. Because of the small size of
dispense needles or pin arrays in some instruments, a surface
that is only slightly off-level can produce significant inaccuracies
in the volumes of liquid transferred. Finally, a common option
when purchasing a machine is an extended service contract. These
contracts can be very expensive, generally costing 10% of the
purchase price per year. The
policy of the ICCB/ICG is to track maintenance costs for machines
throughout the first year and to purchase a contract only if the
yearly costs exceed the price of the contract.
The following sections discuss considerations to take into account
when choosing instrumentation for high throughput screening. Specific
machines used at the ICCB/ICG are discussed. Detailed specifications
for these instruments are available from the manufacturers, and
are also on our website (http://iccb.med.harvard.edu/screening/index.htm).
Liquid Handling
There are a wide variety of options available for high throughput
liquid handling. As noted above, subtle improvements in accuracy
can often correspond to a large increase in price. Also, machines
capable of deep-well pipetting are often considerably more expensive
than ones capable of only shallow-well pipetting. Most high accuracy
(“high-end”) liquid handling instruments combine accurate
low-volume liquid handling with other functions such as library
reformatting, cherry picking, or pin-transfer. Significant training
is required to program, run, and maintain high-end liquid handling
instruments. Thus, these instruments are generally operated exclusively
by the Screening Facility staff.
The ICCB/ICG Screening Facility uses the Assay TekBench from TekCel
for our high-end liquid handling needs. In addition to being the
facility’s primary choice for liquid handling requirements
below 5ul, its 96-channel deep-well pipettor is capable of reformatting
libraries from 96-deep well to 384-shallow well plates. The Assay
TekBench can pick up single pipet tips in succession to “cherry
pick” compounds from multiple different compound source plates.
This task, one that until recently was tediously performed by hand
in our facility, allows us to format a single plate to contain only
the compounds that have scored as positives in a primary screen.
The automation of this task saves an enormous amount of time, freeing
up the staff for other projects.
While the high-end liquid handlers are extremely useful, much smaller
and less expensive plate fillers carry out the bulk of day-to-day
liquid handling at the ICCB/ICG. Plate fillers are machines that
use a manifold (8- or 16-channel, for example) to rapidly dispense
cells or reagents into assay plates with an acceptable level of
accuracy. As noted above, reliable performance from a liquid-handling
machine is dependent upon regular maintenance and calibration.
Plate fillers tend to be straightforward in their operation and
can be used independently by screeners after only a short training
session led by Screening Facility staff.
The ICCB/ICG Screening Facility currently owns four Biotek
Precision 2000 liquid handlers and four Biotek µFills
(MicroFills). These relatively inexpensive machines reliably
rapid-dispense µL volumes of cells or reagents into 96-well
or 384-well assay plates. The Precision 2000 accurately dispenses
20 µL to 300 µL volumes using an 8-channel manifold and it comes
equipped with an 8-channel pipettor for smaller volumes and serial
dilutions. The Precision 2000 deck holds up to six plates
at one time. Its pipettor, while useful for some applications,
is significantly slower than manifold dispensing. The MicroFill
accurately dispenses from 5µL to 1500µL into 96-well and 384-well
shallow or deep well assay plates, and uses a 16-channel manifold.
The MicroFill dispense manifold and pump assembly is completely
autoclavable, allowing for sterile dispensing if needed. While
the MicroFill holds only one plate at a time, the accurate low
volume transfer, sterile pathway, and increased speed are useful
features.
Another key liquid handling function is plate washing. Washing
384-well plates can be accomplished in a semi-automated fashion
using an automated plate filler to add wash reagents and a hand
held 24-channel adaptor (the Wand, available from V & P Scientific
as Catalog # VP 186L) attached to a vacuum line for the aspiration
step. Fully automated plate washers are also available and are
relatively inexpensive. The ICCB/ICG Screening Facility has two
of these machines, one from BioTek (configured with a 96-channel
head) and one from Tecan (configured with a 384-channel head).
These time-saving devices can carry out a wash step (aspiration
followed by buffer addition) on a 384-well assay plate in 30-60
seconds. The downside of these machines is that the needles that
perform these tasks become clogged easily, despite regular cleaning.
Therefore, plate washers tend to require more care and maintenance
than other liquid handling machines.
Compound
Transfer
Every small-molecule screen carried out at the ICCB/ICG Screening
Facility requires transfer of compounds from library stock plates
to assay plates. While all other liquid handling is performed in
the microliter range, the transfer of library compounds into assay
plates (already containing cells, etc.) is performed in the nanoliter
range and is accomplished using carefully-machined steel pin arrays.
Pin-transfer of library compounds conserves reagents, is cost effective,
and is compatible with the types of assays carried out in our facility.
Compound libraries are stored in DMSO. Typically, it is desirable
that the amount of DMSO transferred to an assay well is less than
5% of the final well volume (in most cases, <1% is preferred).
Since assay volumes usually range from 25-50 ul per well (in 384
well plates), approximately 100 nl of compound stock solution should
be transferred to maintain the DMSO concentration in the desirable
range. Most commercial liquid handling systems cannot accurately
pipette less than 1 ul of compound. Although pin arrays require
a substantial amount of time for calibration, we have found that
stainless steel pins (in arrays purchased from V&P Scientific)
can reliably transfer 100 nl of small molecules in DMSO into assay
plates. The pin array can be rapidly washed, dried with compressed
air or blotted with inexpensive paper, and reused with undetectable
levels of carryover between stock plates. Another key advantage
of the pin transfer system is cost effectiveness. Steel pin arrays
are much less expensive than a corresponding array of pipet heads
and do not require the purchase and disposal of pipet tips. Therefore,
the only consumable costs for the system are the methanol used to
wash the pin arrays between transfers and blotting paper. These
pin arrays do wear over time, however, and must be sent back to
the manufacturer approximately once a year for refurbishment. The
initial cost of a pin array can range from $5000 to $9000 and refurbishments
are approximately $500.
The ICCB/ICG Screening Facility has three different machines that
are capable of pin-transfer operations. We custom built our first
pin-transfer device, which is based on a Seiko cartesian robot.
The screening facility also uses a Cybio Cybi-Well with integrated
stackers. The Cybi-Well, originally purchased for its accurate
low-volume pipetting capabilities, has been modified to perform
pin-transfer using off-the shelf components sold by CyBio. It is
not possible, however, to use both the liquid handling capabilities
and pin-transfer capabilities at the same time with this instrument.
Finally, the Assay TekBench mentioned above can also be used as
a pin-transfer device. Specifically, the integrated robotic arm
on the Assay TekBench can pick up either a 96-channel pipettor or
a 384-pin array. Thus, it can perform pipetting steps on assay
plates and then, without intervention from the user, transfer compound
from library stock plates to those assay plates.
Robotic Integration
While screening instruments tend to be bought for their stand-alone
capabilities, they can often be integrated with each other for automation
of sequential steps in screening protocols. This generally requires
detailed discussion with knowledgeable salespeople or technicians
so that appropriate software and hardware components can be purchased.
Integration of screening instruments can be accomplished either
by contracting the vendor for the task or by employing an on-staff
robotics programmer. The ICCB/ICG Screening Facility staff creates
custom robotic integrations using such tools as Visual Basic 6.0
and vendor-provided activeX controls. This has been an effective
strategy because the ongoing support for the effort remains in-house.
For example, the ICCB/ICG purchased a Twister2 robotic arm from
Zymark and Screening Facility staff integrated it with three liquid
handling devices and a plate reader. The Twister2 shipped with
scheduling software called CLARA (Computerized Logic for Automated
Robotic Applications), but it was necessary for the staff to write
software drivers to enable communication between CLARA and each
instrument. The result of this integration is an extremely flexible
environment in which the Twister2 can serve microplates to any or
all instruments or the instruments can be used in stand-alone mode.
If this integration had been purchased, it would have likely required
future expenditures for maintenance and upgrades.
Assay Detection
The results of high throughput assays are typically detected using
uniform well readout methods with a plate reader, or by imaging
at the level of individual cells with an automated microscope.
Uniform Well Readout Assays -- Plate
Readers:
Types of assays suitable for detection by uniform well readout
methods include: luminescence or fluorescence intensity (FI), fluorescence
polarization (FP), time-resolved fluorescence (TRF), fluorescence
resonance energy transfer (FRET), and absorbance. Examples
of applications using these assay detection techniques are shown
in Table I. The ICCB/ICG Screening Facility has five multi-mode
plate readers that read 96-well or 384-well assay plates: two Wallac
Victor2 readers (Perkin Elmer), two LJL Analyst systems
(Molecular Devices), and a Biotek Synergy HT. All five readers
support multi-plate operations, either through stackers or robotic
integration. The Wallacs and Synergy HT are good
basic plate readers, whereas the Analyst systems offer
increased sensitivity but with a higher purchase cost.
Table I. Assays using uniform well readout detection methods
| Detection method |
Assay examples |
|
Absorbance |
Growth/non-growth of bacteria,
yeast; colorimetric assays for enzyme activity
|
|
Luminescence |
Luciferase production for gene
expression, protein stability |
| Luciferase activity to measure
ATP levels
(cell viability) |
|
Fluorescence Intensity
(FI) |
Growth/non-growth of cells expressing
GFP |
| Fluorescent products generated
by substrate cleavage (e.g. proteasome or RNAase activity) or
by polymerization (e.g. actin polymerization) |
| Indicator dyes to measure calcium
levels |
|
Fluorescence Polarization (FP) |
Peptide/protein binding, small
molecule/protein binding |
|
Fluorescence Resonance Energy
Transfer (FRET) |
Peptide/protein binding, protein/protein
binding |
Cell-based Imaging Assays--Automated
Microscopes: Automated screening microscopes are used to
monitor changes at the level of individual cells within an
assay well.
These instruments perform iterative auto-focusing to acquire images
of each well of a 384-well plate. When performing cell-based
imaging screens (also referred to as High Content Screening (HCS)),
it is important to consider the level of throughput required. More
information is extracted than for uniform well readout methods
and thus reading times are longer (e.g. 45-90 minutes/384-well
plate by automated microscopy, versus 3 minutes by a plate reader). Additional
points to consider include whether multiple excitation/emission
wavelengths will be used and whether incubation at temperatures
higher than ambient will be required.
The ICCB/ICG Screening Facility has two automated microscopes
for cell-based imaging; the AutoScope and the Discovery 1, both
made by Universal Imaging Corp (see our website for lists of the
lenses and filters we have fitted with each microscope, http://iccb.med.harvard.edu/screening/technology_screen_by_imag/index.htm
). The Autoscope is a conventional microscope that was customized
for high throughput use, whereas the Discovery 1 is an integrated
system designed specifically for high throughput screening. The
Discovery 1 system is equipped with a Plate Crane that can hold
stacks of plates, allowing the system to run unattended for continuous
24-hour screening. While most imaging screens carried out at
the ICCB/ICG are currently scored by eye, one image at a time,
we are developing automated methods for analyzing images and
quantitating the results of some imaging screens. Other options
for automated microscopy systems are available from
Cellomics, Q3DM, Axon Instruments, and Amersham.
Data Capture
Capture and storage of raw data generated by high throughput assays
is not a trivial point. Plate readers generate data in the form
of text files. These are generally small in size (~ 3KB for
a single plate) but fill up computer hard drives quickly. In
contrast, image files are large in size (~650 KB for a single
image); thus an imaging screen of 20,000 compounds in which
two separate wavelengths are imaged would generate ~ 51 GB of
data! At this point it becomes
advisable to use a server for data storage. Currently the ICCB/ICG
Screening Facility is using an 8 TB server to facilitate storage
of data from imaging screens.
Data Analysis and
Informatics
Data Collection and
Analysis
The methods used for analysis of data from high throughput screens
are as important as the screening protocols. There is no one correct
method for data analysis and different possibilities should be evaluated
for individual screens as the screens are being developed. Some
general considerations are highlighted below.
Most assays designed for high throughput screening have a high
amount of inherent variability and error associated with them.
For this reason it is strongly recommended that all assays be run
in duplicate when this is feasible. The best method for running
duplicates is simply to duplicate the entire assay in a new set
of assay plates. This is far more reliable than re-analyzing or
re-reading the same assay plates twice. Dual data points from an
assay allow the researcher to concentrate only on positive results
detected in both assays and can result in reduction of false positive
rates by up to one half.
Control readings are an essential part of a well-designed assay
and every assay should make use of as many controls as possible.
In general there are two types of controls: plate-based controls
and assay-wide controls. Plate-based controls are controls that
are placed on each individual assay plate. These are essential
in identifying plate by plate variability, and detecting assay background
levels. Assays that are prone to plate-wise variability such as
luciferase readouts (which decay over time) should make use primarily
of plate-based controls and normalization (see also below). Usually
stock compound plates will be formatted with empty wells for the
purposes of controls and it is good practice to use all available
wells, with the researcher deciding upon the appropriate division
of positive or negative controls needed. Assay-wide controls are
separate plates containing only control wells and no screening compounds.
These are particularly useful for determining the background levels
of an assay and should be used to help determine whether an assay
has sufficient signal to be reliably detected.
Many assays involve a readout that is time dependent and therefore
have background and intensity levels that will vary over time and
by plate. Any screen that has an appreciable change in signal intensity
and background from plate to plate should first be scaled using
fold induction by dividing the observed value in each well by the
plate median or the plate control well medians, depending upon experimental
design. In general, plate median is more reliable to use for re-scaling
or normalization than plate mean as it is less affected by outlier
values. Screens without appreciable time-based or plate-based signal
intensity variance should forego the fold-induction calculation
and simply be normalized on a plate by plate basis by calculating
the z-score, or number of standard deviations from the mean for
each readout value. These z-scores can then be used as an indication
of the probability that a screening positive is not due to background
noise.
Software Tools
Software tools necessary to support high throughput screening fall
into two categories: software to facilitate data collection and
analysis, and software to organize and search compound structures.
Some higher-end software packages combine these two functions into
an integrated package. The ICCB/ICG currently utilizes such an
integrated package called ActivityBase, supplied by IDBS. Other
available integrated packages include HTS from Accelrys, and AssayExplorer
from MDL. These integrated packages are very expensive and should
be considered only if there is adequate IT staff to support them.
As an example, the package used by ICCB/ICG requires Oracle and
therefore the related Oracle expertise to maintain. In addition,
these packages require much thought and work to configure correctly
so that their features are utilized appropriately. The advantages
to such packages are that they are capable of storing large amounts
of data from many assays, and allow comparison of data across multiple
assays and integrated access to chemistry information such as substructure
searching.
In many cases high-end integrated packages are not feasible due
to cost, personnel, or simply because the number of assays to be
run is small. It is possible to work with assay data using much
simpler and cheaper tools. For data analysis, most raw numeric
data from plate readers can be easily handled within Excel or in
any other good data analysis/statistics software package. It is
quite common for researchers to analyze the data from their own
assays within Excel and then provide the results for entry in a
centralized database for comparison with other screens or access
to compound structures. Very simple custom databases can be constructed
to maintain analyzed assay data, but care should be taken to design
a common format for data entry that is adhered to by all users.
Some very simple and cost effective tools exist for dealing with
chemistry data, the most common being ChemOffice from CambridgeSoft
and ISIS from MDL. These tools provide basic databases for cataloging
and maintaining chemical compound collections. Most compound collections
are provided from the supplier with an associated SD format file,
which contains the compound structure and re-order information.
These files can easily be imported into either ISIS or ChemOffice
ChemFinder so that structures can be browsed and searched. Plate
and well information can also be added for the formatted compounds
if this information does not exist already.
Compound
Purchase
There are many compound libraries available for purchase from commercial
suppliers. These fall into two broad classes: libraries assembled
from compounds that were collected as discretes from chemistry labs
worldwide (especially from Russia
and Ukraine) and combinatorial
chemistry libraries that are synthesized by labs affiliated directly
with the vendors. Generally, the collected compounds are cheaper
than the vendor-synthesized compounds, but vendors often provide
more follow-up options (e.g. guaranteed re-supply/re-synthesis)
for their own compounds.
In choosing a compound supplier, one needs to consider not only
the cost per library and the quality/purity of the compounds sold,
but also the re-supply cost and availability of individual compounds
for follow-up experiments. As time passes and vendors add new compounds
to their collections, availability of older compounds generally
falls. It is important to ask a potential supplier how long re-supply
of their compounds is guaranteed (one year from the purchase date
is typical) and what options are available once compounds are out-of-stock.
The ICCB/ICG has purchased compound libraries from ChemBridge,
ChemDiv, Bionet, Maybridge, Peakdale, and CEREP. We contacted these
suppliers initially because of recommendations from colleagues in
industry. Most were willing to provide discounts to academic institutions
and, importantly, none place intellectual property restrictions
on the compounds they sell.
Once a supplier is selected, the next step is to choose which compounds
to purchase. The degree of choice offered and the level of assistance
provided by the vendors during this process varies greatly. Some
suppliers sell pre-assembled libraries for a set cost; others allow
the buyer to choose individual compounds from a larger collection
and charge per compound. If possible, it’s very helpful to
get advice from colleagues who are medicinal chemists or who have
experience with small molecule screening.
When the ICCB/ICG last purchased compound libraries, we selected
collections that are enriched for complex heterocyclic compounds
and compounds of higher molecular weight (we favored an average
mw of ~350-400) because we felt that these were more likely to provide
interesting hits in our screens. We sought to minimize the number
of potentially “bad” compounds, those with groups that
might make them unstable or toxic. In particular, we tried to eliminate
unstable imines, compounds with free carboxyl groups, and compounds
with building block elements that might chelate metals.
When placing an order, one must specify how the compounds should
be shipped, including the type of plate and the number of rows left
empty per plate. ICCB/ICG generally purchases 0.5 –1.0 mg
of each compound, enough for several copies of each screening plate.
If possible, request that the compounds arrive already dissolved
in DMSO--it’s quite time consuming to get >10,000 dry compounds
into solution. The ICCB/ICG commercial compound stocks are stored
at 5 mg/ml (see below for more details about compound storage and
handling). Note that deep-well liquid handling capabilities may
be required for compound re-formatting into 384-well screening stock
plates as compounds are almost always shipped from the supplier
in 96-deep well plates or in 96-tube racks. We always ask for at
least 1 column to be left empty in each 96-well plate. This results
in 2 empty columns per plate for controls once the compounds have
been formatted into 384-well plates.
Compound Storage
and Handling
Because the characteristics of individual compounds within screening
collections vary greatly, there is no single ideal storage solution
for compound libraries. Typically, in industry, compound stocks
are dissolved in DMSO and stored frozen, either at 4oC
or –20oC. Because DMSO is hygroscopic and because
many compounds used in screening are not soluble at high concentration
in water, compound stock plates are stored in a dessicated environment.
Finally, to promote compound stability, it is recommended that the
number of freeze/thaw cycles experienced by compounds is limited
(fewer than 15-25 cycles is preferred).
Expensive plate storage devices and servers are available to organize
and store compound stock plates under controlled atmosphere at controlled
temperatures. These generally require bar-coding of stock plates
and integration with other screening instruments via robotic arms.
Such storage systems are wonderful if money and space are unlimited,
but are probably not practical purchases for starting screening
facilities in academe.
At the ICCB/ICG, we store our compounds in DMSO in polypropylene
384-well plates made by Marsh (#AB-0781) , ABgene (#AB-1055),
and by Genetix (#X5005). The plates are sealed by hand
using Corning/Costar aluminum seals (Costar #6570) that have
a DMSO-resistant adhesive. Compound stock plates are stored
at –20°C in plate racks, in custom-made dessicators that
fit into Revco freezers. Each rack holds 66 plates, each
dessicator holds 2 racks, and 8 dessicators fit into one freezer,
for a total of 1056 plates per freezer. Plates are thawed
at room temperature in dessicators before they are used for screening.
We make five copies of each compound stock plate—four for screening
(pin transfer into assay plates) and one for cherry picking. Only
one copy of each screening plate is active at a time; the others
are held in reserve and put into use as the active copy ages
or is depleted. For our commercially purchased libraries,
each copy plate starts with 40 ul (in a standard Marsh plate
#AB-0781) or 20ul (in an Abgene low volume plate #AB-1055) per
well of 5 mg/ml compound (this corresponds to ~10 mM for a compound
of mw 500). In a typical screen, 100 nl of compound stock
will be transferred into a 30 ul assay volume (a 300-fold dilution
of compound; we recommend screening in the range of 10-50 uM
compound). Because we have multiple copies of each library
plate, we retire screening plates to deep storage after they
have been through approximately 25 freeze/thaw cycles, and activate
a new screening copy. However, this is still not ideal and we
are currently exploring better options for storage and handling
of our compound collection.
Consumables
For help in making estimates of the consumables costs for carrying
out high throughput screens, please contact members of the ICCB/ICG
screening group or consult the screening supplies section of our
website: http://iccb.med.harvard.edu/screening/supplies.htm.
Useful Resources
Janzen, W.P. 2002. High Throughput Screening: Methods and Protocols.
Humana Press, Totowa.
Seethala, R., Prabhavathi, B.F. 2001. Handbook of Drug Screening.
Marcel Dekker, Inc., New York.
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