10 research outputs found
Idealized Models of Protofilaments of Human Islet Amyloid Polypeptide
Fibrils formed by assembly of human islet amyloid polypeptide
(hIAPP)
are found in most patients with type II diabetes. Structurally, these
fibrils are composed of multiple protofilaments and are characterized
by extended beta sheets, variable helical twists, and different morphologies.
We have previously derived models for the hIAPP protofilament using
simulations constrained by data from EPR spectroscopy. In the current
work, these models were used as a basis for generating idealized hIAPP
protofilaments with symmetrical geometrical properties using a new
algorithm, MFIBRIL. We show good agreement of the idealized protofilaments
with experimental data for amino acid side chain orientations and
geometrical features including the inter-β sheet distance and
the protofilament radius. These idealized protofilaments can be used
in MFIBRIL to generate fibril models that may be experimentally testable
at the molecular level. MFIBRIL can also be used for building structures
of any repetitive molecular assembly starting with a single building
block obtained from any source
ESI-MS/MS analysis of N<sup>3</sup>dC-mech-N<sup>3</sup>dC.
<p><b>A:</b> ESI-MS/MS spectrum of N<sup>3</sup>dC-mech-N<sup>3</sup>dC. <b>B:</b> Fragmentation pattern of N<sup>3</sup>dC-mech-N<sup>3</sup>dC. The IUPAC name for N<sup>3</sup>dC-mech-N<sup>3</sup>dC is [4-amino-3-[2-[2-[6-amino-3-[4-hydroxy-5-(hydroxymethyl)tetrahydrofuran-2-yl]-2-oxo-pyrimidin-1-ium-1-yl]ethyl-methyl-amino]ethyl]-1-[4-hydroxy-5-(hydroxymethyl)tetrahydrofuran-2-yl]pyrimidin-3-ium-2-one].</p
MALDI-TOF-MS spectrum of the mechlorethamine-crosslinked DNA duplex.
<p>MALDI-TOF-MS spectrum of the mechlorethamine-crosslinked DNA duplex.</p
Structures of possible mechlorethamine crosslinks at a cytosine-cytosine mismatch pair.
<p><b>A:</b> A mechlorethamine crosslink through O<sup>2</sup> of cytosine. <b>B:</b> A mechlorethamine crosslink through N<sup>3</sup> of cytosine. <b>C:</b> A mechlorethamine crosslink through N<sup>4</sup> of cytosine. Note that the O<sup>2</sup> and N<sup>4</sup> crosslinks are neutral species that form with loss of 2H<sup>+</sup> from the nucleosides, whereas the N<sup>3</sup> crosslink has a double positive charge.</p
HPLC-UV chromatograms of DNA and the mechlorethamine-crosslinked DNA duplex.
<p><b>A:</b> Top-strand DNA. <b>B:</b> Bottom-strand DNA. <b>C:</b> DNA duplex (denatured on the column). <b>D:</b> The mechlorethamine-crosslinked DNA duplex.</p
Physiologically Based Pharmacokinetic Modeling in Lead Optimization. 1. Evaluation and Adaptation of GastroPlus To Predict Bioavailability of Medchem Series
When medicinal chemists need to improve
bioavailability (%F) within
a chemical series during lead optimization, they synthesize new series
members with systematically modified properties mainly by following
experience and general rules of thumb. More quantitative models that
predict %F of proposed compounds from chemical structure alone have
proven elusive. Global empirical %F quantitative structure–property
(QSPR) models perform poorly, and projects have too little data to
train local %F QSPR models. Mechanistic oral absorption and physiologically
based pharmacokinetic (PBPK) models simulate the dissolution, absorption,
systemic distribution, and clearance of a drug in preclinical species
and humans. Attempts to build global PBPK models based purely on calculated
inputs have not achieved the <2-fold average error needed to guide
lead optimization. In this work, local GastroPlus PBPK models are
instead customized for individual medchem series. The key innovation
was building a local QSPR for a numerically fitted effective intrinsic
clearance (CL<sub>loc</sub>). All inputs are subsequently computed
from structure alone, so the models can be applied in advance of synthesis.
Training CL<sub>loc</sub> on the first 15–18 rat %F measurements
gave adequate predictions, with clear improvements up to about 30
measurements, and incremental improvements beyond that
Physiologically Based Pharmacokinetic Modeling in Lead Optimization. 2. Rational Bioavailability Design by Global Sensitivity Analysis To Identify Properties Affecting Bioavailability
When medicinal chemists need to improve
oral bioavailability (%F)
during lead optimization, they systematically modify compound properties
mainly based on their own experience and general rules of thumb. However,
at least a dozen properties can influence %F, and the difficulty of
multiparameter optimization for such complex nonlinear processes grows
combinatorially with the number
of variables. Furthermore, strategies can be in conflict. For example,
adding a polar or charged group will generally increase solubility
but decrease permeability. Identifying the 2 or 3 properties that
most influence %F for a given compound series would make %F optimization
much more efficient. We previously reported an adaptation of physiologically
based pharmacokinetic (PBPK) simulations to predict %F for lead series
from purely computational inputs within a 2-fold average error. Here,
we run thousands of such simulations to generate a comprehensive “bioavailability
landscape” for each series. A key innovation was recognition
that the large and variable number of p<i>K</i><sub>a</sub>’s in drug molecules could be replaced by just the two straddling
the isoelectric point. Another was use of the ZINC database to cull
out chemically inaccessible regions of property space. A quadratic
partial least squares regression (PLS) accurately fits a continuous
surface to these thousands of bioavailability predictions. The PLS
coefficients indicate the globally sensitive compound properties.
The PLS surface also displays the %F landscape in these sensitive
properties locally around compounds of particular interest. Finally,
being quick to calculate, the PLS equation can be combined with models
for activity and other properties for multiobjective lead optimization
Global Structure of a Three-Way Junction in a Phi29 Packaging RNA Dimer Determined Using Site-Directed Spin Labeling
The condensation of bacteriophage phi29 genomic DNA into
its preformed
procapsid requires the DNA packaging motor, which is the strongest
known biological motor. The packaging motor is an intricate ring-shaped
protein/RNA complex, and its function requires an RNA component called
packaging RNA (pRNA). Current structural information on pRNA is limited,
which hinders studies of motor function. Here, we used site-directed
spin labeling to map the conformation of a pRNA three-way junction
that bridges binding sites for the motor ATPase and the procapsid.
The studies were carried out on a pRNA dimer, which is the simplest
ring-shaped pRNA complex and serves as a functional intermediate during
motor assembly. Using a nucleotide-independent labeling scheme, stable
nitroxide radicals were attached to eight specific pRNA sites without
perturbing RNA folding and dimer formation, and a total of 17 internitroxide
distances spanning the three-way junction were measured using Double
Electron–Electron Resonance spectroscopy. The measured distances,
together with steric chemical constraints, were used to select 3662
viable three-way junction models from a pool of 65 billion. The results
reveal a similar conformation among the viable models, with two of
the helices (H<sub>T</sub> and H<sub>L</sub>) adopting an acute bend.
This is in contrast to a recently reported pRNA tetramer crystal structure,
in which H<sub>T</sub> and H<sub>L</sub> stack onto each other linearly.
The studies establish a new method for mapping global structures of
complex RNA molecules, and provide information on pRNA conformation
that aids investigations of phi29 packaging motor and developments
of pRNA-based nanomedicine and nanomaterial
Nitroxide Sensing of a DNA Microenvironment: Mechanistic Insights from EPR Spectroscopy and Molecular Dynamics Simulations
The behavior of the nitroxide spin labels 1-oxyl-4-bromo-2,2,5,5-tetramethylpyrroline
(R5a) and 1-oxyl-2,2,5,5-tetramethylpyrroline (R5) attached at a phosphorothioate-substituted
site in a DNA duplex is modulated by the DNA in a site- and stereospecific
manner. A better understanding of the mechanisms of R5a/R5 sensing
of the DNA microenvironment will enhance our capability to relate
information from nitroxide spectra to sequence-dependent properties
of DNA. Toward this goal, electron paramagnetic resonance (EPR) spectroscopy
and molecular dynamics (MD) simulations were used to investigate R5
and R5a attached as R<sub><i>p</i></sub> and S<sub><i>p</i></sub> diastereomers at phosphorothioate <sub>pS</sub>C<sub>7</sub> of dÂ(CTACTG<sub>pS</sub>C<sub>7</sub>Y<sub>8</sub>TTAG).
dÂ(CTAAAGCAGTAG) (Y = T or U). X-band continuous-wave EPR spectra revealed
that the dT<sub>8</sub> to dU<sub>8</sub> change alters nanosecond
rotational motions of R<sub><i>p</i></sub>-R5a but produces
no detectable differences for S<sub><i>p</i></sub>-R5a,
R<sub><i>p</i></sub>-R5, and S<sub><i>p</i></sub>-R5. MD simulations were able to qualitatively account for these
spectral variations and provide a plausible physical basis for the
R5/R5a behavior. The simulations also revealed a correlation between
DNA backbone B<sub>I</sub>/B<sub>II</sub> conformations and R5/R5a
rotational diffusion, thus suggesting a direct connection between
DNA local backbone dynamics and EPR-detectable R5/R5a motion. These
results advance our understanding of how a DNA microenvironment influences
nitroxide motion and the observed EPR spectra. This may enable use
of R5/R5a for a quantitative description of the sequence-dependent
properties of large biologically relevant DNA molecules
A curcumin-diglutaric acid conjugated prodrug with improved water solubility and antinociceptive properties compared to curcumin
<p>In this work, a curcumin-diglutaric acid (CurDG) prodrug was synthesized by conjugation of curcumin with glutaric acid via an ester linkage. The water solubility, partition coefficient, release characteristics, and antinociceptive activity of CurDG were compared to those of curcumin. The aqueous solubility of CurDG (7.48Â ÎĽg/mL) is significantly greater than that of curcumin (0.068Â ÎĽg/mL). A study in human plasma showed that the CurDG completely releases curcumin within 2Â h, suggesting the ability of CurDG to serve as a prodrug of curcumin. A hot plate test in mice showed the highest antinociceptive effect dose of curcumin at 200Â mg/kg p.o., whereas CurDG showed the same effect at an effective dose of 100Â mg/kg p.o., indicating that CurDG significantly enhanced the antinociceptive effect compared to curcumin. The enhanced antinociceptive effect of CurDG may be due to improved water solubility and increased oral bioavailability compared to curcumin.</p