10 research outputs found
DataSheet1_Evaluation of docking procedures reliability in affitins-partners interactions.pdf
Affitins constitute a class of small proteins belonging to Sul7d family, which, in microorganisms such as Sulfolobus acidocaldarius, bind DNA preventing its denaturation. Thanks to their stability and small size (60–66 residues in length) they have been considered as ideal candidates for engineering and have been used for more than 10 years now, for different applications. The individuation of a mutant able to recognize a specific target does not imply the knowledge of the binding geometry between the two proteins. However, its identification is of undoubted importance but not always experimentally accessible. For this reason, computational approaches such as protein-protein docking can be helpful for an initial structural characterization of the complex. This method, which produces tens of putative binding geometries ordered according to a binding score, needs to be followed by a further reranking procedure for finding the most plausible one. In the present paper, we use the server ClusPro for generating docking models of affitins with different protein partners whose experimental structures are available in the Protein Data Bank. Then, we apply two protocols for reranking the docking models. The first one investigates their stability by means of Molecular Dynamics simulations; the second one, instead, compares the docking models with the interacting residues predicted by the Matrix of Local Coupling Energies method. Results show that the more efficient way to deal with the reranking problem is to consider the information given by the two protocols together, i.e. employing a consensus approach.</p
Conformational Characterization of Lanthanide(III)−DOTA Complexes by ab Initio Investigation in Vacuo and in Aqueous Solution
The conformational behavior of four [Ln(DOTA)(H2O)]- systems (Ln = La, Gd, Ho, and Lu) has
been characterized by means of ab initio calculations performed in vacuo and in aqueous solution, the
latter by using the polarizable continuum model (PCM). Calculated molecular geometries and conformational
energies of the [Ln(DOTA)(H2O)]- systems, and interconversion mechanisms, barriers, and 13C NMR spectra
of the [Lu(DOTA)]- complex are compared with experimental values. For each system, geometry
optimizations, performed in vacuo and in solution at the HF/3-21G level and using a 46+4fn core electron
effective core potential (ECP) for lanthanides, provide two minima corresponding to a square antiprismatic
(A) and an inverted antiprismatic (IA) coordination geometry. All the systems are nonacoordinated, with
the exception of the IA isomer of the Lu complex that, from in solution calculations, is octacoordinated, in
agreement with experimental data. On comparing the in vacuo relative free energies calculated at different
theory levels it can be seen that the nonacoordinated species dominates at the beginning of the lanthanide
series while the octacoordinated one does so at the end. Furthermore, on passing along the series the IA
isomer becomes less and less favored with respect to A and for the Lu complex a stabilization of the IA
isomer is observed in solution (but not in vacuo), in agreement with the experimental data. Investigation of
the A↔IA isomerization process in the [Lu(DOTA)]- system provides two different interconversion
mechanisms: a single-step process, involving the simultaneous rotation of the acetate arms, and a multistep
path, involving the inversion of the cyclen cycle configuration. While in vacuo the energy barrier for the
acetate arm rotation is higher than that involved in the ring inversion (23.1 and 13.1 kcal mol-1 at the
B3LYP/6-311G** level, respectively), in solution the two mechanisms present comparable barriers (14.7
and 13.5 kcal mol-1), in fairly good agreement with the experimental values. The NMR shielding constants
for the two isomers of the [Lu(DOTA)]- complex have been calculated by means of the ab initio GIAO and
CSGT methods, and using a 46-core-electron ECP for Lu. The calculated 13C NMR chemical shifts are in
close agreement with the experimental values (rms 3.3 ppm, at the HF/6-311G** level) and confirm the
structural assignment of the two isomers based on experimental NMR spectra in solution. The results
demonstrate that our computational approach is able to predict several physicochemical properties of
lanthanide complexes, allowing a better characterization of this class of compounds for their application as
contrast agents in medical magnetic resonance imaging (MRI)
Ab Initio Investigation of Gadolinium Complexes with Polyamino Carboxylate Ligands and Force Fields Parametrization of Metal−Ligand Interactions
The conformational properties of five gadolinium(III)
complexes with polyamino carboxylate (PAC) ligands
used as magnetic resonance imaging contrast agents have been
investigated by ab initio and molecular
mechanics (MM) methods. Ab initio calculations were performed
using an effective core potential (ECP)
that includes 4f electrons in the core and an optimized valence basis
set for the metal. To test the reliability
of ECP calculations, full geometry optimizations of Gd complexes were
performed at the RHF and DFT
(B-LYP) levels using the 3-21G and the 6-31G* basis sets for the
ligands. Comparison with experimental
data shows that ab initio calculations provide quite accurate
geometries and correct conformational energies
at the RHF level. Within the framework of a valence force fields,
parameters for Gd−ligand interactions
were determined by fitting the empirical potential to the ab initio
potential energy surface (PES) of the [Gd−DOTA(H2O)]-1 complex.
Sampling of the PES was performed by moving the ion into the
frozen coordination
cage of the ab initio optimized geometry; for each generated structure
the energy and first derivatives, with
respect to the Cartesian coordinates of the metal and donor atoms, were
calculated at the RHF level using
both 3-21G and 6-31G* basis sets for the ligand. For each
considered basis set, two sets of parameters, with
the electrostatic contribution turned on or off in the force fields,
were determined. All the implemented sets
of parameters provide reliable molecular geometries for PAC complexes,
but only sets derived including the
electrostatic contribution correctly reproduce the observed trend of
conformational energies
Cytotoxicity of <i>cis</i>-Platinum(II) Conjugate Models. The Effect of Chelating Arms and Leaving Groups on Cytotoxicity: A Quantitative Structure−Activity Relationship Approach
Thirteen newly synthesized or resynthesized diamine−platinum(II) complexes were characterized, and their cytotoxic activities (IC50) were tested on parental and resistant ovarian cancer
cell lines. They represent models of conjugates between biologically active vectors and cytotoxic
PtII moieties within the “drug targeting and delivery strategy”. Three drugs, routinely employed
in the clinical treatment of cancer, namely, cisplatin, carboplatin, and oxaliplatin, were also
included in the study as controls. The quantitative structure−activity relationship approach
provides simple regression models able to predict log(1/IC50) of diamine−platinum(II) complexes
on both parental and resistant ovarian cancer cell lines. The 16 complexes were characterized
using 197 molecular descriptors, after which the best regression models relating a subset of
these descriptors to the log(1/IC50) in the two cancer cell lines were calculated. Models with
four variables proved to be endowed with very good predictive ability Q2LMO-50% ≥ 85.6%, making
it possible to discard 50% of the molecules from the test set following for cross-validation
procedure. A four-variable regression model also proved effective in predicting the resistance
index RI, Q2LMO-50% = 84.4%
Water-Soluble [Tc(N)(PNP)] Moiety for Room-Temperature <sup>99m</sup>Tc Labeling of Sensitive Target Vectors
The incorporation of bioactive molecules
into a water-soluble [99mTc][Tc(N)(PNP)]-based mixed compound
is described. The method,
which exploits the chemical properties of the new [99mTc][Tc(N)(PNP3OH)]2+ synthon [PNP3OH = N,N-bis(di-hydroxymethylenphosphinoethyl)methoxyethylamine],
was successfully applied to the labeling of small, medium (cysteine-functionalized
biotin and c-RGDfK pentapeptide), and large molecules. Apomyoglobin
was chosen as a model protein and derivatized via site-specific enzymatic reaction catalyzed by transglutaminase (TGase)
with the H-Cys-Gly-Lys-Gly-OH tetrapeptide for the insertion in the
protein sequence of a reactive N-terminal Cys for 99mTc
chelation. Radiosyntheses were performed under physiological conditions
at room temperature within 30 min. They were reproducible, highly
specific, and quantitative. Heteroleptic complexes are hydrophilic
and stable. Biodistributions of the selected compounds show favorable
pharmacokinetics within 60 min post-injection and predominant elimination
through the renal-urinary pathway. In a wider perspective, these data
suggest a role of the [99mTc][Tc(N)(PNP)] technology in
the labeling of temperature-sensitive biomolecules, especially targeting
proteins for SPECT imaging
[Gd-AAZTA]<sup>-</sup>: A New Structural Entry for an Improved Generation of MRI Contrast Agents
An innovative MRI contrast agent based on the unprecedented
and easily obtained ligand AAZTA is described. The simple and
straightforward synthesis of the ligand, together with the potentiometric and relaxometric behavior of the corresponding Gd(III)
chelate, is reported. The complex [Gd(AAZTA)]- shows outstanding
magnetic properties connected with high thermodynamic stability
in aqueous solution and a nearly complete inertness toward the
influence of bidentate endogenous anions, placing this compound
as one of the most promising candidates for the development of
high performance MRI contrast agents
Data_Sheet_1_Equilibrium Thermodynamics, Formation, and Dissociation Kinetics of Trivalent Iron and Gallium Complexes of Triazacyclononane-Triphosphinate (TRAP) Chelators: Unraveling the Foundations of Highly Selective Ga-68 Labeling.doc
<p>In order to rationalize the influence of Fe<sup>III</sup> contamination on labeling with the <sup>68</sup>Ga eluted from <sup>68</sup>Ge/<sup>68</sup>Ga-generator, a detailed investigation was carried out on the equilibrium properties, formation and dissociation kinetics of Ga<sup>III</sup>- and Fe<sup>III</sup>-complexes of 1,4,7-triazacyclononane-1,4,7-tris(methylene[2-carboxyethylphosphinic acid]) (H<sub>6</sub>TRAP). The stability and protonation constants of the [Fe(TRAP)]<sup>3−</sup> complex were determined by pH-potentiometry and spectrophotometry by following the competition reaction between the TRAP ligand and benzhydroxamic acid (0.15 M NaNO<sub>3</sub>, 25°C). The formation rates of [Fe(TRAP)] and [Ga(TRAP)] complexes were determined by spectrophotometry and <sup>31</sup>P-NMR spectroscopy in the pH range 4.5–6.5 in the presence of 5–40 fold H<sub>x</sub>TRAP<sup>(x−6)</sup> excess (x = 1 and 2, 0.15 M NaNO<sub>3</sub>, 25°C). The kinetic inertness of [Fe(TRAP)]<sup>3−</sup> and [Ga(TRAP)]<sup>3−</sup> was examined by the trans-chelation reactions with 10 to 20-fold excess of H<sub>x</sub>HBED<sup>(x−4)</sup> ligand by spectrophotometry at 25°C in 0.15 M NaCl (x = 0,1 and 2). The stability constant of [Fe(TRAP)]<sup>3−</sup> (logK<sub>FeL</sub> = 26.7) is very similar to that of [Ga(TRAP)]<sup>3−</sup> (logK<sub>GaL</sub> = 26.2). The rates of ligand exchange reaction of [Fe(TRAP)]<sup>3−</sup> and [Ga(TRAP)]<sup>3−</sup> with H<sub>x</sub>HBED<sup>(x−4)</sup> are similar. The reactions take place quite slowly via spontaneous dissociation of [M(TRAP)]<sup>3−</sup>, [M(TRAP)OH]<sup>4−</sup> and [M(TRAP)(OH)<sub>2</sub>]<sup>5−</sup> species. Dissociation half-lives (t<sub>1/2</sub>) of [Fe(TRAP)]<sup>3−</sup> and [Ga(TRAP)]<sup>3−</sup> complexes are 1.1 × 10<sup>5</sup> and 1.4 × 10<sup>5</sup> h at pH = 7.4 and 25°C. The formation reactions of [Fe(TRAP)]<sup>3−</sup> and [Ga(TRAP)]<sup>3−</sup> are also slow due to the formation of the unusually stable monoprotonated [<sup>*</sup>M(HTRAP)]<sup>2−</sup> intermediates [<sup>*</sup>logK<sub>Ga(HL)</sub> = 10.4 and <sup>*</sup>logK<sub>Fe(HL)</sub> = 9.9], which are much more stable than the [<sup>*</sup>Ga(HNOTA)]<sup>+</sup> intermediate [<sup>*</sup>logK<sub>Ga(HL)</sub> = 4.2]. Deprotonation and transformation of the monoprotonated [<sup>*</sup>M(HTRAP)]<sup>2−</sup> intermediates into the final complex occur via OH<sup>−</sup>-assisted reactions. Rate constants (k<sub>OH</sub>) characterizing the OH<sup>−</sup>-driven deprotonation and transformation of [<sup>*</sup> Ga(HTRAP)]<sup>2−</sup> and [<sup>*</sup>Fe(HTRAP)]<sup>2−</sup> intermediates are 1.4 × 10<sup>5</sup> M<sup>−1</sup>s<sup>−1</sup> and 3.4 × 10<sup>4</sup> M<sup>−1</sup>s<sup>−1</sup>, respectively. In conclusion, the equilibrium and kinetic properties of [Fe(TRAP)] and [Ga(TRAP)] complexes are remarkably similar due to the close physico-chemical properties of Fe<sup>III</sup> and Ga<sup>III</sup>-ions. However, a slightly faster formation of [Ga(TRAP)] over [Fe(TRAP)] provides a rationale for a previously observed, selective complexation of <sup>68</sup>Ga<sup>III</sup> in presence of excess Fe<sup>III</sup>.</p
Improved Efficacy of Synthesizing *M<sup>III</sup>-Labeled DOTA Complexes in Binary Mixtures of Water and Organic Solvents. A Combined Radio- and Physicochemical Study
Typically, the synthesis
of radiometal-based radiopharmaceuticals is performed in buffered
aqueous solutions. We found that the presence of organic solvents
like ethanol increased the radiolabeling yields of [68Ga]Ga-DOTA
(DOTA = 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacatic acid).
In the present study, the effect of organic cosolvents [ethanol (EtOH),
isopropyl alcohol, and acetonitrile] on the radiolabeling yields of
the macrocyclic chelator DOTA with several trivalent radiometals (gallium-68,
scandium-44, and lutetium-177) was systematically investigated. Various
binary water (H2O)/organic solvent mixtures allowed the
radiolabeling of DOTA at a significantly lower temperature than 95
°C, which is relevant for the labeling of sensitive biological
molecules. Simultaneously, much lower amounts of the chelators were
required. This strategy may have a fundamental impact on the formulation
of trivalent radiometal-based radiopharmaceuticals. The equilibrium
properties and formation kinetics of [M(DOTA)]− (MIII= GaIII, CeIII, EuIII,
YIII, and LuIII) complexes were investigated
in H2O/EtOH mixtures (up to 70 vol % EtOH). The protonation
constants of DOTA were determined by pH potentiometry in H2O/EtOH mixtures (0–70 vol % EtOH, 0.15 M NaCl, 25 °C).
The log K1H and log K2H values associated with protonation
of the ring N atoms decreased with an increase of the EtOH content.
The formation rates of [M(DOTA)]− complexes increase
with an increase of the pH and [EtOH]. Complexation occurs through
rapid formation of the diprotonated [M(H2DOTA)]+ intermediates, which are in equilibrium with the kinetically active
monoprotonated [M(HDOTA)] intermediates. The rate-controlling step
is deprotonation (and rearrangement) of the monoprotonated intermediate,
which occurs through H2O (*M(HL)kH2O) and OH– (*M(HL)kOH) assisted reaction pathways. The
rate constants are essentially independent of the EtOH concentration,
but the M(HL)kH2O values increase
from CeIII to LuIII. However, the logKM(HL)H protonation constants, analogous
to the log KH2 value, decrease
with increasing [EtOH], which increases the concentration of the monoprotonated
M(HDOTA) intermediate and accelerates formation of the final complexes.
The overall rates of complex formation calculated by the obtained
rate constants at different EtOH concentrations show a trend similar
to that of the complexation rates determined with the use of radioactive
isotopes
Design, Synthesis, Biological Evaluation, and NMR Studies of a New Series of Arylsulfones As Selective and Potent Matrix Metalloproteinase-12 Inhibitors
Overexpression of macrophage elastase (MMP-12), a member of the matrix metalloproteinases family, can be linked to tissue remodeling and degradation in some inflammatory processes, such as chronic obstructive pulmonary disease (COPD), emphysema, rheumatoid arthritis (RA), and atherosclerosis. On this basis, MMP-12 can be considered an attractive target for studying selective inhibitors that are useful in the development of new therapies for COPD and other inflammatory diseases. We report herein the design, synthesis, and in vitro evaluation of a new series of compounds, possessing an arylsulfonyl scaffold, for their potential as selective inhibitors of MMP-12. The best compound in the series showed an IC50 value of 0.2 nM, with good selectivity over MMP-1 and MMP-14. A docking study was carried out on this compound in order to investigate its binding interactions with MMP-12, and NMR studies on the complex with the MMP-12 catalytic domain were able to validate the proposed binding mode
Synthesis and Preliminary Evaluation in Tumor Bearing Mice of New <sup>18</sup>F‑Labeled Arylsulfone Matrix Metalloproteinase Inhibitors as Tracers for Positron Emission Tomography
New
fluorinated, arylsulfone-based matrix metalloproteinase (MMP)
inhibitors containing carboxylate as the zinc binding group were synthesized
as radiotracers for positron emission tomography. Inhibitors were
characterized by <i>K</i><sub>i</sub> for MMP-2 in the nanomolar
range and by a fair selectivity for MMP-2/9/12/13 over MMP-1/3/14.
Two of these compounds were obtained in the <sup>18</sup>F-radiolabeled
form, with radiochemical purity and yield suitable for preliminary
studies in mice xenografted with a human U-87 MG glioblastoma. Target
density in xenografts was assessed by Western blot, yielding <i>B</i><sub>max</sub>/<i>K</i><sub>d</sub> = 14. The
biodistribution of the tracer was dominated by liver uptake and hepatobiliary
clearance. Tumor uptake of <sup>18</sup>F-labeled MMP inhibitors was
about 30% that of [<sup>18</sup>F]fluorodeoxyglucose. Accumulation
of radioactivity within the tumor periphery colocalized with MMP-2
activity (evaluated by in situ zimography). However, specific tumor
uptake accounted for only 18% of total uptake. The aspecific uptake
was ascribed to the high binding affinity between the radiotracer
and serum albumin
