Mass Spectrometric Techniques for Label-free
High-Throughput Screening in Drug Discovery
Thomas P. Roddy,*
,†
Christopher R. Horvath,
†
Steven J. Stout,
†
Kristin L. Kenney,
†
Pei-I Ho,
†
Ji-Hu Zhang,
†
Chad Vickers,
‡
Virendar Kaushik,
‡
Brian Hubbard,
‡
and Y. Karen Wang
†
Discovery Technologies, and Diabetes and Metabolism, Novartis Institute for Biomedical Research, 250 Massachusetts
Avenue, Cambridge, Massachusetts 02139
High-throughput screening (HTS) is an important tool for
finding active compounds to initiate medicinal chemistry
programs in pharmaceutical discovery research. Tradi-
tional HTS methods rely on fluorescent or radiolabeled
reagents and/or coupling assays to permit quantitation
of enzymatic target inhibition or activation. Mass spec-
trometry-based high-throughput screening (MS-HTS) is an
alternative that is not susceptible to the limitations
imposed by labeling and coupling enzymes. MS-HTS offers
a selective and sensitive analytical method for unlabeled
substrates and products. Furthermore, method develop-
ment times are reduced without the need to incorporate
labels or coupling assays. MS-HTS also permits screening
of targets that are difficult or impossible to screen by other
techniques. For example, enzymes that are challenging
to purify can lead to the nonspecific detection of structur-
ally similar components of the impure enzyme or matrix
of membraneous enzymes. The high selectivity of tandem
mass spectrometry (MS/MS) enables these screens to
proceed with low levels of background noise to sensitively
discover interesting hits even with relatively weak activity.
In this article, we describe three techniques that we have
adapted for large-scale (∼175 000 sample) compound
library screening, including four-way parallel multiplexed
electrospray liquid chromatography tandem mass spec-
trometry (MUX-LC/MS/MS), four-way parallel staggered
gradient liquid chromatography tandem mass spectrom-
etry (LC/MS/MS), and eight-way staggered flow injection
MS/MS following 384-well plate solid-phase extraction
(SPE). These methods are capable of analyzing a 384-
well plate in 37 min, with typical analysis times of less
than 2 h. The quality of the MS-HTS approach is demon-
strated herein with screening data from two large-scale
screens.
High-throughput screening (HTS) is an important approach
for finding active compounds, or “hits”, against a therapeutic target
of interest. Functional activity-based HTS discovers hits by
detecting a change in the activity of a target enzyme in the
presence of compounds. Samples containing active compounds
contain a relatively high or low concentration of product depending
on whether an activator or an inhibitor is present. In either case,
large numbers (from 50 000 to over 1 million) of compounds with
diverse chemical characteristics are helpful in finding a variety
of hits for the following lead compound selection process. As a
result, fast analysis times and sample throughput are key to the
success of HTS campaigns. Enzymatic functional assays typically
use radioisotope or fluorescent labels, allowing rapid measurement
of enzymatic reaction products in the sample wells of a high-
density microtiter plate. However, labeled substrates may not
function exactly the same as native substrates, and coupling
reactions used to generate signal can also be affected by
compounds. These added interactions can lead to false positives
(compounds with active readout but no real activity) and false
negatives (active compounds that are undetected). In addition,
the synthesis of labeled substrates and the development of
coupling reactions may significantly add to method development
time and effort.
Mass spectrometry (MS) detects enzymatic products without
labeling or coupling reagents, potentially improving data quality
and reducing method development efforts. Two published studies
on acetylcholinesterase
1
and anthrax lethal factor
2
enzymatic
targets have demonstrated the potential of this technique on a
smaller scale, and O ¨ zbal, et. al from the acetylcholinesterase study
have developed an MS-HTS service based on the concept
(Biotrove, Woburn, MA). The acetylcholinesterase MS-based
screen used a propriety microfluidic system which includes an
online chromatographic step prior to introducing samples to an
MS. In this study, 4608 compounds were screened in a total of 48
plates (96-well). The anthrax lethal factor study used a SAMDI
(self-assembled monolayers for MALDI)-based assay to screen
for inhibitors from a library of 10 000 compounds. There have
been other label-free techniques which have shown promise for
screening as well, including surface plasmon resonance (SPR),
3
desorption/ionization on silicon (DIOS),
4
frontal affinity chroma-
* Author to whom correspondence should be addressed. E-mail:
thomas.roddy@novartis.com. Phone: 617-871-3533. Fax: 617-871-4086.
†
Discovery Technologies.
‡
Diabetes and Metabolism.
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T. B.; Brenan, J. H. Assay Drug Dev. Technol. 2004, 2, 373-381.
(2) Min, D. H.; Tang, W. J.; Mrksich, M. Nat. Biotechnol. 2004, 6, 717-723.
(3) Boozer, C.; Kim, G.; Cong, S.; Guan, H.; Londergan, T. Curr. Opin.
Biotechnol. 2006, 17, 400-405.
(4) Shen, Z.; Go, E. P.; Gamez, A.; Apn, J. V.; Fokin, V.; Greig, M.; Ventura, M.;
Crowell, J. E.; Blixt, O.; Paulson, J. C.; Stevens, R. C.; Finn, M. G.; Siuzdak,
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Anal. Chem. 2007, 79, 8207-8213
10.1021/ac062421q CCC: $37.00 © 2007 American Chemical Society Analytical Chemistry, Vol. 79, No. 21, November 1, 2007 8207
Published on Web 09/29/2007