Top 1 in 10,000: a 10-year follow-up of the profoundly gifted.

Adolescents identified before the age of 13 (N = 320) as having exceptional mathematical or verbal reasoning abilities (top 1 in 10,000) were tracked over 10 years. They pursued doctoral degrees at rates over 50 times base-rate expectations, with several participants having created noteworthy literary, scientific, or technical products by their early 20s. Early observed distinctions in intellectual strength (viz., quantitative reasoning ability over verbal reasoning ability, and vice versa) predicted sharp differences in their developmental trajectories and occupational pursuits. This special population strongly preferred educational opportunities tailored to their precocious rate of learning (i.e., appropriate developmental placement), with 95% using some form of acceleration to individualize their education.

Molecular regulation of the interaction between leukocyte function-associated antigen-1 and soluble ICAM-1 by divalent metal cations.

Surface plasmon resonance (SPR) was used to investigate and characterize the interaction between LFA-1 and sICAM-1 (a soluble form of ICAM-1). Full-length LFA-1 was immobilized on a hydrophobic surface, and sICAM-1 binding was monitored in a flow cell format. The binding of sICAM-1 to LFA-1 was specific and dependent upon Mg2+; Abs to both sICAM-1 and LFA-1 blocked the interaction, and EDTA abolished all binding. Association and dissociation rate constants (k(a) and k(d), respectively) for sICAM-1 were 2.24 x 10(5) M(-1) s(-1) and 2.98 x 10(-2) s(-1), respectively, giving a calculated K(ICAM) of 133 nM. Since the LFA-1/ICAM-1 interaction is highly sensitive to the presence of metal cations, SPR was also used to probe the affinity of the metal binding sites. The K(Mg) values were 160 and 12 microM in the absence (EGTA) and the presence of Ca2+ (100 microM), respectively; in addition, K(Mn) was 2 microM in the presence of Ca2+ (100 microM). Increasing Ca2+ into the millimolar concentration range, however, resulted in a competitive displacement of Mg2+/Mn2+ and decreased sICAM-1 binding. Based on these data, a synergistic model for the molecular regulation of LFA-1 by divalent metal cations is proposed, and implications to cellular adhesion are discussed.

Molecular comparison of soluble intercellular adhesion molecule (sICAM)-1 and sICAM-3 binding to lymphocyte function-associated antigen-1.

The interactions of intercellular adhesion molecules-1 and -3 (ICAM-1 and ICAM-3) with lymphocyte function-associated antigen-1 (LFA-1) have been characterized and compared on the molecular and cellular level. Enzyme-linked immunosorbent-based molecular assays have been utilized to calculate the binding affinities of soluble ICAM-1 (sICAM-1) and soluble ICAM-3 (sICAM-3) for LFA-1. Consistent with previously published data, we found that sICAM-1 binds to LFA-1 with an affinity of approximately 60 nM. In contrast, sICAM-3 binds to LFA-1 with an affinity approximately 9 times weaker ( approximately 550 nM). Both sICAM-1 and sICAM-3 require divalent cations for binding. Specifically, both Mg2+ and Mn2+ support high affinity adhesion, although interestingly, high concentrations of Ca2+ decrease the affinity of each molecule for LFA-1 substantially. Furthermore, a panel of anti-LFA-1 monoclonal antibodies were characterized for their ability to block sICAM-1 and sICAM-3/LFA-1 interactions in molecular and cellular assays to help distinguish binding sites on LFA-1 for both molecules. Finally, molecular and cellular competition experiments demonstrate that sICAM-1 and sICAM-3 compete with each other for binding to LFA-1. The above data demonstrate that sICAM-1 and sICAM-3 share a common binding site or an overlapping binding site on LFA-1 and that the apparent differences in binding sites can be attributed to different affinities of sICAM-1 and sICAM-3 for LFA-1.

Determination of affinities for lck SH2 binding peptides using a sensitive fluorescence assay: comparison between the pYEEIP and pYQPQP consensus sequences reveals context-dependent binding specificity.

The development of a sensitive fluorescence binding assay for evaluating the binding of phosphotyrosyl (pY) peptides to the recombinant SH2 domain of lck in solution is described. Several fluorescent peptides containing the consensus sequence of the viral hamster polyoma middle T antigen (pYEEI) were characterized. The peptides contained either the acetamido-anilino-naphthyl sulfonic acid (AANS), acrylodan, or dansyl groups as fluorophores. The spectral features of these probes were characterized in the presence and absence of the lck SH2 domain. The binding affinities (Kd) for the fluorescent peptides studied ranged from 40 to 500 nM. The fluorescent peptide containing the sequence FTATEC(AANS)QpYEEIP exhibited the highest binding affinity (Kd = 3.98 x 10(-8) M) and largest change in emission intensity (approximately 8.7-fold) upon binding the SH2 domain. This probe was subsequently used in competitive binding assays to study the interaction of the lck SH2 domain with a series of phosphopeptides related to the pYEEIP and pYQPQP (the pY505 C-terminal) consensus sequences. The effects of peptide length and substitutions of residues within the pYEEIP sequence are discussed in terms of binding affinities. Comparison between the two peptide series revealed that the contributions of individual substitutions to binding affinity are context-dependent. The data also led to the conclusion that the presence of P at +2 results in a functional "truncation" of the binding sequence; i.e., residues at positions higher than +2 do not participate significantly in binding. This implicit truncation may actually be a desired property for the autoregulatory nature of the pYQPQP sequence, since it retains specificity for the SH2 domain while adjusting the Kd to a value appropriate for maintaining the delicate balance of receptor-ligand interactions that are involved in signal transduction events.

Characterization of molecular interactions between intercellular adhesion molecule-1 and leukocyte function- associated antigen-1.

The ability of soluble ICAM-1 (sICAM-1) to inhibit ICAM-1/LFA-1 adhesion events has been reported previously by numerous investigators. sICAM-1 has been demonstrated to inhibit various in vitro assays at concentrations ranging from 2 nM to greater than 40 microM. Given the hypothesis that circulating ICAM-1 modulates immune functions, the ability of sICAM-1 to inhibit cellular functions may have significant ramifications. Considering the potential clinical importance of the interaction between ICAM-1 and its receptor, LFA-1, it is necessary to understand this receptor-ligand interaction at a molecular level. In this study, direct binding experiments were utilized to determine the affinity between biotinylated monomeric sICAM-1 and immobilized LFA-1 (approximately 130 nM). Competitive binding experiments with unlabeled sICAM-1 and a truncated form of sICAM-1 (D1D2) yielded similar affinities. The specificity of this interaction was characterized using mAbs directed against sICAM-1 or LFA-1. This assay system was extended to include multimeric species using nonblocking mAbs directed against domains D4 and D5 of sICAM-1. Dimerizing sICAM-1 with a mAb alphaD4 or alphaD5 increased the affinity for immobilized LFA-1 by two orders of magnitude (approximately 4 nM), an effect presumably due to avidity. These results indicate that while the monomeric sICAM-1/LFA-1 interaction may involve only a moderate binding affinity, multimeric ICAM-1 present on a cell surface may bind cell surface-immobilized LFA-1 with very high avidity. These sICAM-1/LFA-1 molecular assays should be useful in defining the efficacy of potential antagonists.

Binding affinities of the SH2 domains of ZAP-70, p56lck and Shc to the zeta chain ITAMs of the T-cell receptor determined by surface plasmon resonance.

The zeta chains of the T cell receptor complex play a critical role in the initiation of proximal signaling events upon T cell activation. Three pairs of potential tyrosine phosphorylation sites are located within the cytoplasmic domains of the zeta chains. Subsequent to engagement of the T cell receptor, one or more of these tyrosine residues is phosphorylated. The phosphotyrosine residues, along with flanking amino acids, form an activation motif (and are shared by signaling subunits in the TCR, B cell receptor, and FcgammaRI) termed tyrosine-based activation motifs (ITAMs). ITAMs serve as binding sites for SH2 domain-containing proteins. Recent evidence suggests that the zeta chains provide docking space for several key signal transduction molecules such as ZAP-70, p56lck, and Shc. To determine if ZAP-70, p56lck, and Shc bind to particular zeta chain ITAM sequences, quantitative free-solution measurements of binding affinities (Kd) were obtained by use of surface plasmon resonance technology. The results indicate that binding affinities of distinct SH2 domains to individual and paired phosphorylation sites greatly differ, and may dictate the sequence of signal transduction events.

Kinetic characterization of human immunodeficiency virus type 1 protease: determination of inhibitor rate constants during dynamic monomer-dimer interconversion.

A numerical method was applied to a system of differential rate equations describing the monomer-dimer-inhibitor (M-D-I) interaction involving human immunodeficiency virus type 1 protease and a peptidomimetic, competitive inhibitor. Two pairs of progress curves were obtained, one involving the M-D interaction and the other the M-D-I interaction. Each pair of reactions was designed to begin with extreme conditions and end at the identical equilibrium position. The results were compared with analytical (exact mathematical) methods reported previously. Good agreement between the two methods was observed at high- and low-salt conditions for the rates of monomer association and dimer dissociation. Not surprisingly, however, the major difference was observed in the analyses involving the M-D-I interaction, since analytical methods cannot account for dimer dissociation in the presence of inhibitor. While the estimates for the inhibitor off rate were comparable for high-salt conditions (where dimer dissociation is minimized), the analytical method underestimated this parameter for low-salt conditions by an order of magnitude, the consequence of mistaking inactive M for inactive DI.

Time-resolved ligand exchange reactions: kinetic models for competitive inhibitors with recombinant human renin.

The on and off rate constants (kon and koff) were determined for a series of peptidomimetic, competitive inhibitors of human renin using a novel binding assay. The method entails analyzing a pair of ligand exchange reactions in which a dansylated inhibitor serves as the fluorescent probe. The first in the pair of reactions involves preincubating renin with the probe and initiating the reaction by addition of a sample inhibitor; the second reaction involves preincubating renin with the sample inhibitor and initiating the reaction by addition of probe. Both reactions yield progress curves which contain complementary information concerning the kon and koff of each ligand. The two curves are fitted simultaneously using models derived from the differential rate equations describing the ligand exchange process. The kon and koff rate constants for the probe were 6.85 x 10(6) M-1 s-1 and 2.96 x 10(-4) s-1, respectively, giving a calculated Kd of 43.2 pM. The Kd values for the inhibitor series varied over 2 orders of magnitude (27-2320 pM), while the individual kon (10(6)-10(7) M-1 s-1) and koff (10(-4)-10(-3) s-1) constants varied only over 1 order of magnitude.

Determination of receptor-ligand kinetic and equilibrium binding constants using surface plasmon resonance: application to the lck SH2 domain and phosphotyrosyl peptides.

Experimental and computational methods were developed for surface plasmon resonance (SPR) measurements involving interactions between a solution-binding component and a surface-immobilized ligand. These protocols were used to distinguish differences in affinity between the SH2 domain of lck and phosphotyrosyl peptides. The surface-immobilized ligand was the phosphotyrosyl peptide EPQpYEEIPIA, which contains a consensus sequence (pYEEI) for binding lck SH2. In the kinetic experiment, SPR phenomena were measured during association and dissociation reactions for a series of glutathione-S-transferase (GST)-SH2 concentrations, generating a set of SPR curves. A global computational analysis using an A + B<==>AB model resulted in single set of parameter estimates and statistics. In an abbreviated format, an equilibrium experiment was designed so that equilibrium constants (Keq) could be determined rapidly and accurately. A competitive equilibrium assay was developed for GST-SH2 in which Keq values for a series of phosphotyrosyl peptides (derived from the pYEEI sequence) varied over 3 orders of magnitude. Interestingly, these results highlighted the significance of the +1 glutamate in providing high-affinity binding to the SH2 domain. For most drug discovery programs, these Keq determinations are a sufficient measure of potency for the primary screen, with koff and kon determined in a secondary assay. Thus, the application of these techniques to SPR binding phenomena should prove valuable in the discovery and design of receptor-ligand antagonists.

Determination of kinetic rate constants for the binding of inhibitors to HIV-1 protease and for the association and dissociation of active homodimer.

Association and dissociation rate constants for a competitive inhibitor of HIV-1 protease were determined by a novel method employing a pair of integrated rate equations. This method, termed the paired progress curve method, is both rapid and reproducible. Progress curves, taken at a single concentration of inhibitor, are analyzed simultaneously to determine association and dissociation rate constants, the concentration of active sites, and the catalytic rate constant. The method is applied to BILA 398, a compound for which the cocrystal structure with HIV-2 protease has been reported recently [Tong, L., et al. (1993) Proc. Natl. Acad. Sci. U.S.A. 90, 8387-8391]. This compound exhibited an association constant of 1.6 x 10(7) M-1 s-1 and a dissociation constant of 1.0 x 10(-4) s-1 corresponding to a binding affinity constant of 6.4 x 10(-12) M. During the course of the analysis, nonlinearity was observed in control reactions containing enzyme and substrate only. This was subsequently shown to be due to a reversible inactivation process resulting from enzyme dilution. Integrated rate equations were developed on the basis of the dissociation of active dimeric enzyme during dilution and a reassociation of dilute monomers following the addition of substrate. The equations were modeled to the data, yielding a dissociation constant of 1.9 x 10(-3) s-1 and an association constant of 9.2 x 10(5) M-1 s-1 for the monomer-dimer interconversion process. This corresponds to an equilibrium constant of 4 x 10(-9) M for the dimerization of HIV-1 protease.

Estimation and correlation of drug water solubility with pharmacological parameters required for biological activity.

A procedure for estimating the molar water solubility (S) for a series of structurally related drug compounds is presented. HPLC methods for the determination of partition coefficients (P) are combined with semiempirical calculations for S. Multidimensional plots are developed with the physical constants S and P along the x and y axes and with a biological response, e.g. IC50 or ED50, along the z axis. Other attributes, e.g. bioavailability or biodistribution, can be added by color coding, shading, or numbering. Since the methods have a high throughput capability, parameters governing the events leading to pharmacological action [i.e. gastrointestinal dissolution (S), absorption (P), blood level (bioavailability), and biological action (IC50, EC50)] can be correlated for drug series comprising large numbers of compounds.

Isotype choice for chimeric antibodies affects binding properties.

Construction of a series of chimeric antibodies (murine variable region and human constant region) derived from the murine antibody BIRR1, which recognizes intercellular adhesion molecule 1 (ICAM-1), has revealed differences in the relative binding abilities of the chimeric antibody to antigen. The chimeric antibodies show a ranking of their ability to compete with BIRR1 for antigen on the surface of cells with the order BIRR1 = cIgG1 (100%) > cIgG4 (30%) > cIgG2 (10%) as demonstrated by solid-phase competitive enzyme-linked immunosorbent assay. Papain digestion yielded Fab fragments that were purified to homogeneity. Competitive enzyme-linked immunosorbent assay showed that the chimeric and murine Fab binding constants were equivalent. A solution-phase binding assay (analyzed by size exclusion high performance liquid chromatography) between the intact mAbs and recombinant soluble ICAM-1 further established that the binding constants involving the Fab arms of the two antibodies were equivalent. In summary, the murine and chimeric anti-ICAM-1 antibodies bind cellular ICAM-1 with equivalent affinities but with differing avidities.

Metallothionein: a bifunctional chelator for the radiolabeling of biologically active molecules.

Cysteine-rich metallothionein has been shown to bind as many as seven TcO3+ cores in TcO (Cys) units which adopt square-base pyramidal geometry. The Tc atoms in 99mTc,Zn-MT and 99mTc,Zn-MT-MAb species formed in the exchange reaction with the labile 99mTcO (glucoheptonate) complex are stable to oxidation and transchelation in vivo. The kinetics of labeling with the carrier-free radionuclide 99mTc are diffusion-limited at MT concentrations below 10(-5) M. Zinc-MT-MAb conjugates can be efficiently radiolabeled at concentrations greater than or equal to 10(-5) M. The conjugation of MT to tumor specific MAb's has been accomplished with the preservation of the in vivo tumor targeting capability of the MAb and the excellent metal-binding properties of MT. The success achieved in this research demonstrates the potential of metallothionein as a carrier of medically useful metallic radionuclides in labeling of important biologically active molecules.

Physical and enzymatic properties of a class II alcohol dehydrogenase isozyme of human liver: pi-ADH.

Homogeneous class II alcohol dehydrogenase (pi-ADH) has been isolated from human liver homogenates by chromatography on DE-52 cellulose, 4-[3-[N-(6-amino-caproyl)amino]propyl]pyrazole-Sepharose, SP-Sephadex C-50, and agarose-hexane-AMP, yielding an enzyme that has a significantly higher specific activity and is markedly more stable than that isolated by an earlier procedure. pi-ADH is composed of two identical 40 000-dalton subunits, contains 4 mol of zinc/dimer, and is readily inhibited by metal-chelating agents. The purified enzyme binds two molecules of coenzyme per dimer, exhibits an absorption maximum at 280 nm, epsilon 280 = 57 000, and exhibits an isoelectric point of 8.6. The class II isozyme catalyzes the oxidation of a variety of alcohols with Km values ranging from 7 microM to 560 mM and with kcat values from 32 min-1 to 600 min-1 and demonstrates a preference for hydrophobic substrates. The kcat/Km ratio for ethanol oxidation exhibits a pH maximum at 10.4.