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Antimicrobial Agents and Chemotherapy, April 2006, p. 1518-1521, Vol. 50, No. 4
0066-4804/06/$08.00+0 doi:10.1128/AAC.50.4.1518-1521.2006
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
Substrate Envelope and Drug Resistance: Crystal Structure of RO1 in Complex with Wild-Type Human Immunodeficiency Virus Type 1 Protease
Moses Prabu-Jeyabalan,1
Nancy M. King,1
Ellen A. Nalivaika,1
Gabrielle Heilek-Snyder,2
Nick Cammack,2 and
Celia A. Schiffer1*
Department of Biochemistry & Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605,1
Roche, Palo Alto, California2
Received 22 July 2005/
Returned for modification 9 September 2005/
Accepted 12 January 2006

ABSTRACT
In our previous crystallographic studies of human immunodeficiency
virus type 1 (HIV-1) protease-substrate complexes, we described
a conserved "envelope" that appears to be important for substrate
recognition and the selection of drug-resistant mutations. In
this study, the complex of HIV-1 protease with the inhibitor
RO1 was determined and comparison with the substrate envelope
provides a rationale for mutational patterns.

TEXT
Human immunodeficiency virus type 1 (HIV-1) protease is a key
drug target for antiviral therapy (
3). However, drug resistance
occurs often, making many protease inhibitors (PIs) ineffective
and allowing viral replication to occur (
16-
19). Previous studies
from our laboratory on crystal structures of substrate complexes
found that the protease substrates occupy an overlapping volume
that we defined as the substrate envelope (
15). We found that
the location of primary resistance-associated mutation for existing
inhibitors correlates with where that inhibitor protrudes beyond
the substrate envelope (
7,
8,
14) and therefore most active-site
drug-resistant mutations occur at residues that are not predominantly
contacted by the protease substrates. In this study, we determined
the crystal structure of a new inhibitor, RO1, and compared
its structure with our previously defined substrate envelope
to predict likely drug resistance sites.
RO1 is a substrate-based HIV-1 PI (Fig. 1) with a 50% inhibitory concentration of 13 nM. RO1 has 5- to 10-fold greater inhibition than the 50% inhibitory concentration of several currently prescribed PIs (4). The crystal structure of the wild-type protease-RO1 complex has been solved and refined to 1.6 Å (Table 1). In addition the thermodynamics of binding confirm that the binding of RO1 is comparable to that of the first-generation drugs, with a dissociation constant (Kd) of 0.95 nM and a free-energy change (
G) of 12.1 kcal/mol. Protein sample preparation, isothermal titration calorimetry, and crystallography were carried out as described previously (8, 13). The protease dimer is in the asymmetric unit with two inhibitor orientations. The orientation-specific inhibitor-protease interactions involving the active-site residues Asp25-Asp30, Met46-Ile50, and Pro81-Ile84 were nonetheless identified during the crystallographic refinement.
RO1-protease hydrogen bonds.
The inhibitor makes 10 backbone hydrogen bonds and a network
of water bridges with the protease (Table
2 and Fig.
2). The
RO1 atoms forming hydrogen bonds, except O-6, occupy substrate
backbone positions of substrate-protease complexes. O-6 nonetheless
overlies a substrate side chain atom which is usually Asp/AsnP2
OD1 or Glu/GlnP2 OE1 (Table
2). In addition, most RO1-protease
hydrogen bonds resemble substrate-protease interactions. Another
feature of RO1-protease hydrogen bonds is the involvement of
both flaps (Gly48) and the floor of the active site (Asp25,
Gly27, Asp29, and Asp30). In general, the flap residues do not
participate in the inhibitor-protease hydrogen bonds as in indinavir
(IDV), nelfinavir (NFV), TMC114, and amprenavir (APV) (Table
3). The substrates, in contrast, form hydrogen bonds with Gly48
and in certain cases even with Met46 (
15).
The RO1 inhibitor is also stabilized by a network of water molecules,
in addition to the five water molecules preserved in most HIV-1
protease complexes (Fig.
2, water molecules labeled W3, W5,
W8, W31, and W83), four additional water molecules (W88, Wat2C,
Wat3C, and Wat5C) form a network of bridges mediating the inhibitor
(N-3 atom of P2') and the protease (Gly48' of N and Asp30' of
OD2). This water network compensates for lack of direct hydrogen
bonds on the P1'-P2' side of RO1.
The substrate-like interactions and the minimal involvement of protease side chains could allow RO1 to circumvent specific drug-resistant mutations. For instance, a specific interaction between the Asp30 side chain and NFV results in a D30N resistance mutation (Table 3) (19) while this interaction is absent in RO1. Preliminary viral studies (4) indicate that viral samples with D30N protease are inhibited by RO1 but not NFV, which is consistent with this structural analysis.
van der Waals (VDW) interactions and comparison of RO1 with the substrate envelope.
The RO1 atoms protruding outside the substrate envelope were visually evaluated (Fig. 3a) and their distances from the nearest substrate positions were also computed. An inhibitor atom is then implicated as "outlying" when it protrudes outside the substrate envelope and is more than 1.4 Å away from the nearest substrate atom (averaged over six substrate complexes). Seventeen outlying atoms were identified (12 deviate by between 1.4 and 2.0 Å and five deviate by >2.0 Å) (Fig. 3a and b). These outliers form VDW interactions with Arg8, Asp25, Ala28, Asp29, Asp30, Val32, Ile47, Ile50, Thr80, Pro81, Val82, and Ile84 (Fig. 3b). Many of these residues (Arg8, Asp25, Ala28, Asp29, Thr80, and Pro81) are highly conserved, mutating less than 1 percent of the time in the patient population (18).
Structural interpretation of mutational patterns.
RO1 appears to be a fairly robust inhibitor of resistant variants.
One protrusion beyond the substrate envelope does not appear
in and of itself to allow the development of resistance, as
isolates with I50V, V82A, and I84V are inhibited (
4). However,
in a background of existing resistant mutations (M46L, G48V,
I62V, L63P, T74S, V77I, and V82A) after 21 viral passages, V32I
and I54V emerged and allowed growth under higher levels of RO1
(
4). In a structural context, Ile54 is located in the flap and
does not make contact with either the inhibitor or the substrates,
and thus rationalization of its mutational pattern is not predictable
from this analysis. However, the RO1 atoms protruding outside
the P2 and P2' regions make extensive interactions with Val32
from both monomers (Fig.
3c). This interaction may be perturbed
by any modification of Val32 leading to drug resistance, and
a V32I mutation may lead to a VDW clash between residue 32 and
RO1, possibly accounting for the selection of this particular
mutation.
The V32I mutation has also been observed with lopinavir (1, 12), and a comparison of lopinavir with the substrate envelope revealed that certain outlying atoms make VDW interactions with Val32 (7). For the inhibitor RO1 resistance appears to occur when mutations arise at multiple positions that protrude beyond the substrate envelope. Therefore utilization of the substrate envelope in future inhibitor design is likely to help assess and reduce the occurrence of drug resistance.

ACKNOWLEDGMENTS
We thank Christina Ng for collecting ITC data, Claire Baldwin
for editorial assistance, Balaji Bhyravbhatla and Luca Leone
for technical help, and Mohan Somasundharan for discussion.
This research was supported by the National Institutes of Health (grants R01-GM64347-05 and P01-GM66524-04).

FOOTNOTES
* Corresponding author. Mailing address: Department of Biochemistry & Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St., Worcester, MA 01605. Phone: (508) 856-8008. Fax: (508) 856-6464. E-mail:
Celia.Schiffer{at}umassmed.edu.


REFERENCES
1 - Carrillo, A., K. D. Stewart, H. L. Sham, D. W. Norbeck, W. E. Kohlbrenner, J. M. Leonard, D. J. Kempf, and A. Molla. 1998. In vitro selection and characterization of human immunodeficiency virus type 1 variants with increased resistance to ABT-378, a novel protease inhibitor. J. Virol. 72:7532-7541.[Abstract/Free Full Text]
2 - Chen, Z., Y. Li, E. Chen, D. L. Hall, P. L. Darke, C. Culberson, J. A. Shafer, and L. C. Kuo. 1994. Crystal structure at 1.9 angstrom resolution of human immunodeficiency virus (HIV) II protease complexed with L-735,524, an orally bioavailable inhibitor of the HIV proteases. J. Biol. Chem. 269:26344-26348.[Abstract/Free Full Text]
3 - Debouck, C. 1992. The HIV-1 protease as a therapeutic target for AIDS. AIDS Res. Hum. Retroviruses 8:153-164.[Medline]
4 - Heilek-Snyder, G., A. Kohli, J. Ezpeleta-Brilliant, N. Cammack, and N. Parkin. 2003. Presented at the XII International HIV Drug Resistance workshop, Los Cabos, Mexico, 10 to 14 June 2003.
5 - Kaldor, S., V. Kalish, J. N. Davies, B. Shetty, J. Fritz, K. Appelt, J. Burgess, K. Campanale, N. Chirgadze, D. K. Clawson, B. A. Dressman, S. D. Hatch, D. A. Khalil, M. B. Kosa, P. P. Lubbehusen, M. A. Muesing, A. K. Patick, S. H. Reich, K. S. Su, and J. H. Tatlock. 1997. Viracept (nelfinavir mesylate, AG1343): a potent, orally bioavailable inhibitor of HIV-1 protease. J. Med. Chem. 40:3979-3985.[CrossRef][Medline]
6 - Kim, E. E., C. T. Baker, M. D. Dwyer, M. A. Murcko, et al. 1995. Crystal structure of HIV-1 protease in complex with VX-478, a potent and orally bioavailable inhibitor of the enzyme. J. Am. Chem. Soc. 117:1181-1182.[CrossRef]
7 - King, N. M., M. Prabu-Jeyabalan, E. A. Nalivaika, and C. A. Schiffer. 2004. Combating susceptibility to drug resistance: lessons from HIV-1 protease. Chem. Biol. 11:1333-1338.[Medline]
8 - King, N. M., M. Prabu-Jeyabalan, E. A. Nalivaika, P. Wigerinck, M.-P. de Bethune, and C. A. Schiffer. 2004. Structural and thermodynamic basis for the binding of TMC114, a next-generation human immunodeficiency virus type 1 protease inhibitor. J. Virol. 78:12012-12021.[Abstract/Free Full Text]
9 - Kraulis, P. J. 1991. Molscript: a program to produce both detailed and schematic plots of protein structures. J. Appl. Crystallogr. 24:946-950.[CrossRef]
10 - Krohn, A., S. Redshaw, J. C. Ritchie, B. J. Graves, and M. H. Hatada. 1991. Novel binding mode of highly potent HIV-proteinase inhibitors incorporating the (R)-hydroxyethylamine isostere. J. Med. Chem. 34:3340-3342.[CrossRef][Medline]
11 - Nicholls, A., K. Sharp, and B. Honig. 1991. Protein folding and association: insights from the interfacial and thermodynamic properties of hydrocarbons. Proteins Struct. Funct. Gen. 11:281-296.
12 - Parkin, N. T., C. Chappey, and C. J. Petropoulos. 2003. Improving lopinavir genotype algorithm through phenotype correlations: novel mutation patterns and amprenavir cross-resistance. AIDS 17:955-961.[CrossRef][Medline]
13 - Prabu-Jeyabalan, M., E. A. Nalivaika, N. M. King, and C. A. Schiffer. 2004. Structural basis for coevolution of a human immunodeficiency virus type 1 nucleocapsid-p1 cleavage site with a V82A drug-resistant mutation in viral protease. J. Virol. 78:12446-12454.[Abstract/Free Full Text]
14 - Prabu-Jeyabalan, M., E. A. Nalivaika, N. M. King, and C. A. Schiffer. 2003. Viability of a drug-resistant human immunodeficiency virus type 1 protease variant: structural insights for better antiviral therapy. J. Virol. 77:1306-1315.
15 - Prabu-Jeyabalan, M., E. A. Nalivaika, and C. A. Schiffer. 2002. Substrate shape determines specificity of recognition for HIV-1 protease: Analysis of crystal structures of six substrate complexes. Structure 10:369-381.[Medline]
16 - Ridky, T., and J. Leis. 1995. Development of drug resistance to HIV-1 protease inhibitors. J. Biol. Chem. 270:29621-29623.[Free Full Text]
17 - Schinazi, R. F., B. A. Larder, and J. W. Mellors. 1997. Mutations in retroviral genes associated with drug resistance. Int. Antiviral News 5:129-142.
18 - Shafer, R. W., D. Stevenson, and B. Chan. 1999. Human immunodeficiency virus reverse transcriptase and protease sequence database. Nucleic Acids Res. 27:348-352.[Abstract/Free Full Text]
19 - Turner, D., J. M. Schapiro, B. G. Brenner, and M. A. Wainberg. 2004. The influence of protease inhibitor resistance profiles on selection of HIV therapy in treatment-naive patients. Antiviral Ther. 9:301-314.[Medline]
Antimicrobial Agents and Chemotherapy, April 2006, p. 1518-1521, Vol. 50, No. 4
0066-4804/06/$08.00+0 doi:10.1128/AAC.50.4.1518-1521.2006
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
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