17 research outputs found
Unraveling Molecular Composition in Biological Samples–Systematic Evaluation of Statistical Methods for the Analysis of Hyperspectral Raman Data
Recently, confocal
Raman microscopy has gained popularity
in biomedical
research for studying tissues in healthy and diseased state due to
its ability to acquire chemically selective data in a noninvasive
approach. However, biological samples, such as brain tissue, are inherently
difficult to analyze due to the superposition of molecules in the
Raman spectra and low variation of spectral features within the sample.
The analysis is further impeded by pathological hallmarks, for example
beta-amyloid (Aβ) plaques in Alzheimer’s disease, which
are often solely characterized by subtle shifts in the respective
Raman peaks. To unravel the underlying molecular information, convoluted
statistical procedures are inevitable. Unfortunately, such statistical
methods are often inadequately described, and most natural scientists
lack knowledge of their appropriate use, causing unreproducible results
and stagnation in the application of hyperspectral Raman imaging.
Therefore, we have set out to provide a comprehensive guide to address
these challenges with the example of a complex hyperspectral data
set of brain tissue samples with Aβ plaques. Our study encompasses
established as well as novel statistical methods, including univariate
analysis, principal component analysis, cluster analysis, spectral
unmixing, and 2D correlation spectroscopy, and critically compares
the outcomes of each analysis. Moreover, we transparently demonstrate
the effect of preprocessing decisions like denoising and scaling techniques,
providing valuable insights into implications of spectral quality
for data evaluation. Thereby, this study provides a comprehensive
evaluation of analysis approaches for complex hyperspectral Raman
data, laying out a blueprint for elucidating meaningful information
from biological samples in chemical imaging
Biodegradable Core–Shell Carriers for Simultaneous Encapsulation of Synergistic Actives
Simultaneous
encapsulation of multiple active substances in a single
carrier is essential for therapeutic applications of synergistic combinations
of drugs. However, traditional carrier systems often lack efficient
encapsulation and release of incorporated substances, particularly
when combinations of drugs must be released in concentrations of a
prescribed ratio. We present a novel biodegradable core–shell
carrier system fabricated in a one-step, solvent-free process on a
microfluidic chip; a hydrophilic active (doxorubicin hydrochloride)
is encapsulated in the aqueous core, while a hydrophobic active (paclitaxel)
is encapsulated in the solid shell. Particle size and composition
can be precisely controlled, and core and shell can be individually
loaded with very high efficiency. Drug-loaded particles can be dried
and stored as a powder. We demonstrate the efficacy of this system
through the simultaneous encapsulation and controlled release of two
synergistic anticancer drugs using two cancer-derived cell lines.
This solvent-free platform technology is also of high potential value
for encapsulation of other active ingredients and chemical reagents
Biodegradable Core–Shell Carriers for Simultaneous Encapsulation of Synergistic Actives
Simultaneous
encapsulation of multiple active substances in a single
carrier is essential for therapeutic applications of synergistic combinations
of drugs. However, traditional carrier systems often lack efficient
encapsulation and release of incorporated substances, particularly
when combinations of drugs must be released in concentrations of a
prescribed ratio. We present a novel biodegradable core–shell
carrier system fabricated in a one-step, solvent-free process on a
microfluidic chip; a hydrophilic active (doxorubicin hydrochloride)
is encapsulated in the aqueous core, while a hydrophobic active (paclitaxel)
is encapsulated in the solid shell. Particle size and composition
can be precisely controlled, and core and shell can be individually
loaded with very high efficiency. Drug-loaded particles can be dried
and stored as a powder. We demonstrate the efficacy of this system
through the simultaneous encapsulation and controlled release of two
synergistic anticancer drugs using two cancer-derived cell lines.
This solvent-free platform technology is also of high potential value
for encapsulation of other active ingredients and chemical reagents
Engineered Self-Assembly of Amphiphilic Cyclodextrin Conjugates for Drug Encapsulation
Cyclodextrins are
a group of naturally occurring oligosaccharides
that have widely been studied and applied in pharmaceutical formulations
forming inclusion complexes with a broad variety of drugs exhibiting
different hydrophilicity as well as molecular weights. Grafting aliphatic
chains onto native cyclodextrins renders them amphiphilic and enables
self-assembly into supramolecular structures that have already been
explored for drug delivery. Based on the possibility of controlling
the inherent physicochemical properties by modifying their chemical
structure, amphiphilic cyclodextrin conjugates hold a great potential
to become a drug delivery platform adaptable to the individual needs
of specific active drug molecules. In this work, a library of amphiphilic
cyclodextrin derivatives was synthesized by conjugating aliphatic
chains of different lengths to native β-cyclodextrin via thioether
or ester bonds. Upon nanoprecipitation, the synthesized amphiphilic
cyclodextrin derivatives spontaneously self-assembled into nanosized
supramolecular structures with a monodisperse size distribution. We
systematically investigated the relationship between the molecular
structure of the amphiphilic cyclodextrin derivatives and the corresponding
self-assembly into nanosystems as well as the encapsulation of model
drugs with different physicochemical properties. Encapsulation efficiencies
up to 97% and pH-dependent release profiles were achieved. We found
that both the aliphatic chain length and the linker molecule determine
the respective self-assembly and drug encapsulation mechanism of the
individual system. The colloidal stability and biocompatibility with
human cells of all derivatives were proven. Consequently, amphiphilic
cyclodextrin conjugates provide a drug delivery platform with tailor-made
control over physicochemical properties and high drug encapsulation
efficiency for a broad range of drug molecules, thus offering great
potential for the development of future therapeutics with improved
therapeutic efficiency
Biodegradable Core–Shell Carriers for Simultaneous Encapsulation of Synergistic Actives
Simultaneous
encapsulation of multiple active substances in a single
carrier is essential for therapeutic applications of synergistic combinations
of drugs. However, traditional carrier systems often lack efficient
encapsulation and release of incorporated substances, particularly
when combinations of drugs must be released in concentrations of a
prescribed ratio. We present a novel biodegradable core–shell
carrier system fabricated in a one-step, solvent-free process on a
microfluidic chip; a hydrophilic active (doxorubicin hydrochloride)
is encapsulated in the aqueous core, while a hydrophobic active (paclitaxel)
is encapsulated in the solid shell. Particle size and composition
can be precisely controlled, and core and shell can be individually
loaded with very high efficiency. Drug-loaded particles can be dried
and stored as a powder. We demonstrate the efficacy of this system
through the simultaneous encapsulation and controlled release of two
synergistic anticancer drugs using two cancer-derived cell lines.
This solvent-free platform technology is also of high potential value
for encapsulation of other active ingredients and chemical reagents
Chemical Imaging of Oral Solid Dosage Forms and Changes upon Dissolution Using Coherent Anti-Stokes Raman Scattering Microscopy
Dissolution testing is a crucial part of pharmaceutical dosage form investigations and is generally performed by analyzing the concentration of the released drug in a defined volume of flowing dissolution medium. As solid-state properties of the components affect dissolution behavior to a large and sometimes even unpredictable extent there is a strong need for monitoring and especially visualizing solid-state properties during dissolution testing. In this study coherent anti-Stokes Raman scattering (CARS) microscopy was used to visualize the solid-state properties of lipid-based oral dosage forms containing the model drug theophylline anhydrate during dissolution in real time. The drug release from the dosage form matrix was monitored with a spatial resolution of about 1.5 μm. In addition, as theophylline anhydrate tends to form the less soluble monohydrate during dissolution, CARS microscopy allowed the solid-state transformation of the drug to be spatially visualized. The results obtained by CARS microscopy revealed that the method used to combine lipid and active ingredient into a sustained release dosage form can influence the physicochemical behavior of the drug during dissolution. In this case, formation of theophylline monohydrate on the surface was visualized during dissolution with tablets compressed from powdered mixtures but not with solid lipid extrudates
Chemical Imaging of Oral Solid Dosage Forms and Changes upon Dissolution Using Coherent Anti-Stokes Raman Scattering Microscopy
Dissolution testing is a crucial part of pharmaceutical dosage form investigations and is generally performed by analyzing the concentration of the released drug in a defined volume of flowing dissolution medium. As solid-state properties of the components affect dissolution behavior to a large and sometimes even unpredictable extent there is a strong need for monitoring and especially visualizing solid-state properties during dissolution testing. In this study coherent anti-Stokes Raman scattering (CARS) microscopy was used to visualize the solid-state properties of lipid-based oral dosage forms containing the model drug theophylline anhydrate during dissolution in real time. The drug release from the dosage form matrix was monitored with a spatial resolution of about 1.5 μm. In addition, as theophylline anhydrate tends to form the less soluble monohydrate during dissolution, CARS microscopy allowed the solid-state transformation of the drug to be spatially visualized. The results obtained by CARS microscopy revealed that the method used to combine lipid and active ingredient into a sustained release dosage form can influence the physicochemical behavior of the drug during dissolution. In this case, formation of theophylline monohydrate on the surface was visualized during dissolution with tablets compressed from powdered mixtures but not with solid lipid extrudates
Bioactive Insulin-Loaded Electrospun Wound Dressings for Localized Drug Delivery and Stimulation of Protein Expression Associated with Wound Healing
Effective therapy
of wounds is difficult, especially
for chronic,
non-healing wounds, and novel therapeutics are urgently needed. This
challenge can be addressed with bioactive wound dressings providing
a microenvironment and facilitating cell proliferation and migration,
ideally incorporating actives, which initiate and/or progress effective
healing upon release. In this context, electrospun scaffolds loaded
with growth factors emerged as promising wound dressings due to their
biocompatibility, similarity to the extracellular matrix, and potential
for controlled drug release. In this study, electrospun core–shell
fibers were designed composed of a combination of polycaprolactone
and polyethylene oxide. Insulin, a proteohormone with growth factor
characteristics, was successfully incorporated into the core and was
released in a controlled manner. The fibers exhibited favorable mechanical
properties and a surface guiding cell migration for wound closure
in combination with a high uptake capacity for wound exudate. Biocompatibility
and significant wound healing effects were shown in interaction studies
with human skin cells. As a new approach, analysis of the wound proteome
in treated ex vivo human skin wounds clearly demonstrated a remarkable
increase in wound healing biomarkers. Based on these findings, insulin-loaded
electrospun wound dressings bear a high potential as effective wound
healing therapeutics overcoming current challenges in the clinics
A Selective Modulator of Peroxisome Proliferator-Activated Receptor γ with an Unprecedented Binding Mode
The nuclear peroxisome
proliferator-activated receptor γ
has well-validated therapeutic potential in metabolic, inflammatory,
and neurodegenerative pathologies, but its activation is also associated
with marked adverse effects and novel modes of PPARγ modulation
are required. Here, we report the discovery and profiling of a new
PPARγ modulator chemotype endowed with remarkable potency and
a distinct binding mode in the orthosteric PPARγ ligand-binding
site. Its R-enantiomer evolved as a eutomer regarding
PPARγ activation with a high eudysmic ratio. The new PPARγ
modulator revealed outstanding selectivity over the PPARα and
PPARδ subtypes and did not promote adipogenesis in primary human
fibroblasts, discriminating it from established agonists
Proline-Based Allosteric Inhibitors of Zika and Dengue Virus NS2B/NS3 Proteases
The NS2B/NS3 serine proteases of the Zika and Dengue
flaviviruses
are attractive targets for the development of antiviral drugs. We
report the synthesis and evaluation of a new, proline-based compound
class that displays allosteric inhibition of both proteases. The structural
features relevant for protease binding and inhibition were determined
to establish them as new lead compounds for flaviviral inhibitors.
Based on our structure–activity relationship studies, the molecules
were further optimized, leading to inhibitors with submicromolar IC50 values and improved lipophilic ligand efficiency. The allosteric
binding site in the proteases was probed using mutagenesis and covalent
modification of the obtained cysteine mutants with maleimides, followed
by computational elucidation of the possible binding modes. In infected
cells, antiviral activity against Dengue virus serotype 2 using prodrugs
of the inhibitors was observed. In summary, a novel inhibitor scaffold
targeting an allosteric site shared between flaviviral NS2B/NS3 proteases
is presented whose efficacy is demonstrated in vitro and in cellulo
