This document describes a study characterizing RNA nanoparticles using analytical ultracentrifugation. Three RNA squares of different sizes (5 nm, 10 nm, and 20 nm) were designed and assembled. Native PAGE confirmed proper assembly of the squares. Analytical ultracentrifugation determined the sedimentation coefficients of the squares to be 4.25 S, 7.25 S, and 8.8 S respectively, validating their sizes. A Cy5-labeled 10 nm square was further characterized, finding it exists as both a monomer and dimer species. Analytical ultracentrifugation can precisely quantify particle heterogeneity and is advantageous for nanoparticle characterization over other methods.
Application Note: A Rapid Procedure for Screening Transuranium Nuclides in Ur...PerkinElmer, Inc.
One of the most extensive tasks is the field of bioassay analysis is the determination of pure alpha- (and beta-) emitting radionuclides from the nuclear fuel cycle such as (234)U and (235)U, or anthropogenic (239)Pu and (241)Am in urine samples. However, any radiochemical method, which is applied to perform such analyses, has to be highly sensitive since even small amounts of incorporated radionuclides decaying by alpha emission may contribute to harmful doses to human organs.
Since alpha radiation has an extremely short penetration length in water and solid substances, direct counting of a salt residue of dry ashed urine is not possible. Therefore, complex radiochemical techniques have been developed for efficient separation of the transuranium elements from the bulk matrix. However, in addition to several purification steps, these methods require the production of almost weightless planar sources (e.g. via electrolytic deposition) in order to perform radioassays with proportional or surface barrier detector. In contrast to the extensive preparative techniques, fast methods using alpha/beta-LSC are of increasing interest. Due to the efficient detection of alpha emitters in a liquid scintillation cocktail, extensive radiochemical purification procedures are not necessary provided the sample is homogeneous in the liquid scintillation cocktail.
This poster describes analytical operating conditions for analysis of US EPA Method 8260C1, Revision 3, August 2006, and includes BFB tune parameters, calibration details, and a complete MDL and Precision and Accuracy study for almost 100 target compounds at multiple concentrations.
LC-IR Hyphenated Technology For Excipient Analysis-FDA USP Seminars-1-13-2010mzhou45
Presentation slides for FDA / USP seminars given in Jan. 2010 about LC-IR hyphenated technology for excipient characterization, degradation/stabiltiy analysis and deformulation.
Application Note: A Rapid Procedure for Screening Transuranium Nuclides in Ur...PerkinElmer, Inc.
One of the most extensive tasks is the field of bioassay analysis is the determination of pure alpha- (and beta-) emitting radionuclides from the nuclear fuel cycle such as (234)U and (235)U, or anthropogenic (239)Pu and (241)Am in urine samples. However, any radiochemical method, which is applied to perform such analyses, has to be highly sensitive since even small amounts of incorporated radionuclides decaying by alpha emission may contribute to harmful doses to human organs.
Since alpha radiation has an extremely short penetration length in water and solid substances, direct counting of a salt residue of dry ashed urine is not possible. Therefore, complex radiochemical techniques have been developed for efficient separation of the transuranium elements from the bulk matrix. However, in addition to several purification steps, these methods require the production of almost weightless planar sources (e.g. via electrolytic deposition) in order to perform radioassays with proportional or surface barrier detector. In contrast to the extensive preparative techniques, fast methods using alpha/beta-LSC are of increasing interest. Due to the efficient detection of alpha emitters in a liquid scintillation cocktail, extensive radiochemical purification procedures are not necessary provided the sample is homogeneous in the liquid scintillation cocktail.
This poster describes analytical operating conditions for analysis of US EPA Method 8260C1, Revision 3, August 2006, and includes BFB tune parameters, calibration details, and a complete MDL and Precision and Accuracy study for almost 100 target compounds at multiple concentrations.
LC-IR Hyphenated Technology For Excipient Analysis-FDA USP Seminars-1-13-2010mzhou45
Presentation slides for FDA / USP seminars given in Jan. 2010 about LC-IR hyphenated technology for excipient characterization, degradation/stabiltiy analysis and deformulation.
LC-IR Applications In Polymer Related Industriesmzhou45
LC-IR Application Overview for Polymer Related Industries with Many Case Studies: characterize copolymer compositions across MWD and de-formulate complex polymer mixtures
This presentation discusses the measurement of PFCs in drinking and tap water using LC-MS/MS. As contaminants of emerging concern, research on PFCs is ongoing to determine the impacts of these materials on human health and the environment. Perfluorinated compounds can be effectively and quickly measured directly from surface and drinking water using a modified configuration of the LCMS-8050. For more information, go to ssi.shimadzu.com and follow Shimadzu on Twitter @ShimadzuSSI. Thanks for viewing.
Advances in Capillary Liquid Chromatography for High-Throughput Top Down Prot...Expedeon
Top Down proteomics has benefited greatly from advances in
mass spectrometry instrumentation and database searching,
yet it has been hindered by the lack of robust separation
platforms for intact proteins. Recently, the use of Gel-Eluted
Liquid Fraction Entrapment Electrophoresis (GELFrEE)1,2
followed by capillary liquid chromatography-MS/MS has
enabled hundreds of Top Down identifications from a single
proteome run.
Phase behavior and characterization of PECs AIChE 2014 David Scheuing
Presented Nov. 2014 at AIChE meeting. Examines the use of polyelectrolyte complexes for surface modification in consumer products such as cleaners. Summarizes synthesis and characterization of stable complexes in solution via light scattering. Illustrates characterization of adsorbed layers of complexes on germanium and silica surfaces via Fourier Transform Infrared spectroscopy and gravimetry via a quartz crystal microbalance.
Feasibility of Nanofiltration process in dual stage in desalination of the se...IOSR Journals
The main objective of this paper is to predict the performances of NF membranes for seawater desalination utilizing a two. ROSA software was used in this study to verify the applicability of the NF in dual stage desalination process. Similarly to dual stage NF desalination process, an NF membrane was used in the first stage and BW membrane in the second stage.The first stage includes a nanofiltration membrane, but the second includes a nanofiltration or reverse osmosis (BW) membranes in order to produce potable water (TDS less than 1000mg/l). The effect of membranes type and seawater salinity is examined to achieve our objective. The results of energy requirements of NF–NF and NF–BW were eventually compared to single stage RO desalination in order to estimate the effectiveness of process.
This poster describes a GCMS purge-and-trap (P&T) method validation study conducted to evaluate operating conditions for the existing US EPA Method 624 VOC list, using updated technology and advanced GCMS instrumentation.
For more information, go to www.ssi.shimadzu.com and follow Shimadzu on Twitter at @ShimadzuSSI. Thanks for viewing.
A Combined Ozone Remedy for a Mixed VOC DNAPL Source ZoneChapman Ross, P.E.
Background/Objectives. In 2003, 1,300 drums and over 3,000 tons of soil were excavated from a drum disposal area in New England. Residual DNAPL created a 2,500 foot long plume that includes chlorobenzenes, toluene, and chlorinated ethenes. The plume discharges to a wetland and has led to vapor intrusion concerns at downgradient properties. Full-scale source zone remediation has been implemented to mitigate potential risks to ecological and human receptors.
Approach/Activities. Following extensive site characterization, bench-scale testing, and a successful field pilot test, the full-scale source zone remedy began in November 2010. The combined remedy approach uses physical, chemical, and biological treatment mechanisms to destroy the residual DNAPL in the vadose and saturated zones. Soil vapor extraction (SVE) and air sparging target the more volatile compounds, while in situ ozone injection (IOI) targets the less volatile compounds such as chlorobenzenes. Aerobic biological activity is also likely enhanced as a result of oxygen injection from IOI and air sparging. Three ozone injection systems deliver a total of 100 lbs of ozone per day to the subsurface; the SVE system extracts soil vapor at a rate of 650 scfm; the air sparge system continuously sparges air at 50 scfm at approximately 30 psi.
Results/Lessons Learned. Performance monitoring includes analysis of VOC concentrations in soil, soil gas, and groundwater. Quarterly low-flow groundwater sampling has shown substantial decreases in groundwater VOC concentrations relative to baseline. In the first six months of operation, 18 of the 20 monitoring wells sampled showed decreases in total VOC concentrations ranging from 14 to 97% with an average decrease of 57%. Furthermore, the mass discharge of total VOCs in groundwater from the source area has decreased from approximately 105 g/day before pilot-test start-up to less than 4 g/day. Concentrations of VOCs in soil gas are monitored in real-time by an automated soil gas monitoring system equipped with a photoionization detector (PID), and on a periodic basis with Waterloo Membrane Samplers™ that provide a speciated analysis of VOCs in soil gas. Of the 47 soil gas monitoring points that were sampled during the first six months of operation, 36 show decreasing trends in soil gas TVOC concentrations. Minimal rebound was observed in soil gas concentrations after treatment was temporarily suspended. Performance monitoring data have informed periodic system optimization to increase the efficiency of the remedy. These results indicate that the combined remedial technologies are effectively reducing source mass and mass discharge, and that the aggressive two year remedial time-frame will likely be met.
New LC-IR Technique To Characterize Polymeric Excipients In Pharmaceutical Fo...mzhou45
GPC-IR combined technique to characterize polymeric excipients for lot-to-lot variations and degradation/stability from thermal processing in drug formulations
LC-IR Applications In Polymer Related Industriesmzhou45
LC-IR Application Overview for Polymer Related Industries with Many Case Studies: characterize copolymer compositions across MWD and de-formulate complex polymer mixtures
This presentation discusses the measurement of PFCs in drinking and tap water using LC-MS/MS. As contaminants of emerging concern, research on PFCs is ongoing to determine the impacts of these materials on human health and the environment. Perfluorinated compounds can be effectively and quickly measured directly from surface and drinking water using a modified configuration of the LCMS-8050. For more information, go to ssi.shimadzu.com and follow Shimadzu on Twitter @ShimadzuSSI. Thanks for viewing.
Advances in Capillary Liquid Chromatography for High-Throughput Top Down Prot...Expedeon
Top Down proteomics has benefited greatly from advances in
mass spectrometry instrumentation and database searching,
yet it has been hindered by the lack of robust separation
platforms for intact proteins. Recently, the use of Gel-Eluted
Liquid Fraction Entrapment Electrophoresis (GELFrEE)1,2
followed by capillary liquid chromatography-MS/MS has
enabled hundreds of Top Down identifications from a single
proteome run.
Phase behavior and characterization of PECs AIChE 2014 David Scheuing
Presented Nov. 2014 at AIChE meeting. Examines the use of polyelectrolyte complexes for surface modification in consumer products such as cleaners. Summarizes synthesis and characterization of stable complexes in solution via light scattering. Illustrates characterization of adsorbed layers of complexes on germanium and silica surfaces via Fourier Transform Infrared spectroscopy and gravimetry via a quartz crystal microbalance.
Feasibility of Nanofiltration process in dual stage in desalination of the se...IOSR Journals
The main objective of this paper is to predict the performances of NF membranes for seawater desalination utilizing a two. ROSA software was used in this study to verify the applicability of the NF in dual stage desalination process. Similarly to dual stage NF desalination process, an NF membrane was used in the first stage and BW membrane in the second stage.The first stage includes a nanofiltration membrane, but the second includes a nanofiltration or reverse osmosis (BW) membranes in order to produce potable water (TDS less than 1000mg/l). The effect of membranes type and seawater salinity is examined to achieve our objective. The results of energy requirements of NF–NF and NF–BW were eventually compared to single stage RO desalination in order to estimate the effectiveness of process.
This poster describes a GCMS purge-and-trap (P&T) method validation study conducted to evaluate operating conditions for the existing US EPA Method 624 VOC list, using updated technology and advanced GCMS instrumentation.
For more information, go to www.ssi.shimadzu.com and follow Shimadzu on Twitter at @ShimadzuSSI. Thanks for viewing.
A Combined Ozone Remedy for a Mixed VOC DNAPL Source ZoneChapman Ross, P.E.
Background/Objectives. In 2003, 1,300 drums and over 3,000 tons of soil were excavated from a drum disposal area in New England. Residual DNAPL created a 2,500 foot long plume that includes chlorobenzenes, toluene, and chlorinated ethenes. The plume discharges to a wetland and has led to vapor intrusion concerns at downgradient properties. Full-scale source zone remediation has been implemented to mitigate potential risks to ecological and human receptors.
Approach/Activities. Following extensive site characterization, bench-scale testing, and a successful field pilot test, the full-scale source zone remedy began in November 2010. The combined remedy approach uses physical, chemical, and biological treatment mechanisms to destroy the residual DNAPL in the vadose and saturated zones. Soil vapor extraction (SVE) and air sparging target the more volatile compounds, while in situ ozone injection (IOI) targets the less volatile compounds such as chlorobenzenes. Aerobic biological activity is also likely enhanced as a result of oxygen injection from IOI and air sparging. Three ozone injection systems deliver a total of 100 lbs of ozone per day to the subsurface; the SVE system extracts soil vapor at a rate of 650 scfm; the air sparge system continuously sparges air at 50 scfm at approximately 30 psi.
Results/Lessons Learned. Performance monitoring includes analysis of VOC concentrations in soil, soil gas, and groundwater. Quarterly low-flow groundwater sampling has shown substantial decreases in groundwater VOC concentrations relative to baseline. In the first six months of operation, 18 of the 20 monitoring wells sampled showed decreases in total VOC concentrations ranging from 14 to 97% with an average decrease of 57%. Furthermore, the mass discharge of total VOCs in groundwater from the source area has decreased from approximately 105 g/day before pilot-test start-up to less than 4 g/day. Concentrations of VOCs in soil gas are monitored in real-time by an automated soil gas monitoring system equipped with a photoionization detector (PID), and on a periodic basis with Waterloo Membrane Samplers™ that provide a speciated analysis of VOCs in soil gas. Of the 47 soil gas monitoring points that were sampled during the first six months of operation, 36 show decreasing trends in soil gas TVOC concentrations. Minimal rebound was observed in soil gas concentrations after treatment was temporarily suspended. Performance monitoring data have informed periodic system optimization to increase the efficiency of the remedy. These results indicate that the combined remedial technologies are effectively reducing source mass and mass discharge, and that the aggressive two year remedial time-frame will likely be met.
New LC-IR Technique To Characterize Polymeric Excipients In Pharmaceutical Fo...mzhou45
GPC-IR combined technique to characterize polymeric excipients for lot-to-lot variations and degradation/stability from thermal processing in drug formulations
Nanostructure DNA Templates
Synthesis and Purification of Plasmid templates # Fabrication and Preparation of ultrathin carbon-coated TEM Grids # Preparation of Q-CdS/pUCLeu4 or Q-CdS/φχ174 RF II plasmd samples # their characterization
Quantum-confined cadmium sulfide nanoparticles (Q-CdS) formed circular DNA plasmid pUCLeu4 and φχ174 RF II Quantum confined cadmium sulfide
Multiple Method Development and Validation for Simultaneous Estimation of Chl...ijtsrd
A simple, precise and accurate multiple analytical method has been developed for the simultaneous estimation of Chlorzoxazone and Nimesulide in bulk and tablet formulations by reversed-phase liquid chromatographic and UV-Visible spectrophotometric techniques. The chromatographic separation was achieved on C18 analytical column. A mixture of Methanol 0.1 Ortho-phosphoric acid 75 25 was used as mobile phase, at a flow rate of 1mL min and detection wavelength at 295 nm. The retention time of Chlorzoxazone and Nimesulide was found to be 4.69 and 5.45 min respectively. The linear dynamic ranges for HPLC were from 2-10 µg mL and for simultaneous equation method, derivative spectroscopy, Q-ratio Absorbance method, Dual wavelength it was 10-30 µg mL for both Chlorzoxazone and Nimesulide. The percentage recovery obtained for Chlorzoxazone and Nimesulide were 100.93 and 102.19 respectively for RP-HPLC, 9.7 and 100.1 for simultaneous equation method of CZ and NIM respectively, 99.97 and 99.78 for derivative spectroscopy of CZ and NIM respectively, 101.37 and 99.48 for Q-ratio Absorbance method of CZ and NIM respectively, 100.13 and 99.96 for dual wavelength method of CZ and NIM respectively. The validation of the proposed methods were carried out for linearity, accuracy, precision, limit of detection, limit of quantitation and robustness. The developed method can be used for routine quality control analysis of titled drugs in combination in tablet formulation. Swetha Yarramsetti | A. Elphine Prabahar | Rama Rao Nadendla "Multiple Method Development and Validation for Simultaneous Estimation of Chlorzoxazone and Nimesulide in Bulk and Pharmaceutical Dosage Form" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21503.pdf
Paper URL: https://www.ijtsrd.com/pharmacy/analytical-chemistry/21503/multiple-method-development-and-validation-for--simultaneous-estimation-of-chlorzoxazone-and--nimesulide-in-bulk-and-pharmaceutical-dosage-form/swetha-yarramsetti
Nanobiosensors can be built via functionalization of atomic force microscopy (AFM) tips with
biomolecules capable of interacting with the analyte on a substrate, and the detection being
performed by measuring the force between the immobilized biomolecule and the analyte.
The optimization of such sensors may require multiple experiments to determine suitable
experimental conditions for the immobilization and detection. In this study we employ molecular
modeling techniques to assist in the design of nanobiosensors to detect herbicides. As a proof
of principle, the properties of acetyl co-enzyme A carboxylase (ACC) were obtained with
molecular dynamics simulations, from which the dimeric form in an aqueous solution was
found to be more suitable for immobilization owing to a smaller structural fluctuation than
the monomeric form. Upon solving the nonlinear Poisson–Boltzmann equation using a
finite-difference procedure, we found that the active sites of ACC exhibited a positive surface
potential while the remainder of the ACC surface was negatively charged. Therefore, optimized
biosensors should be prepared with electrostatic adsorption of ACC onto an AFM tip
functionalized with positively charged groups, leaving the active sites exposed to the analyte.
The preferential orientation for the herbicides diclofop and atrazine with the ACC active site
was determined by molecular docking calculations which displayed an inhibition coefficient
of 0.168 mM for diclofop, and 44.11 mM for atrazine. This binding selectivity for the herbicide
family of diclofop was confirmed by semiempirical PM6 quantum chemical calculations which
revealed that ACC interacts more strongly with the herbicide diclofop than with atrazine,
showing binding energies of 119.04 and +8.40 kcal mol1, respectively.
SP-ICP-MS Analysis of Size and Number Concentration in Mixtures of Monometall...PerkinElmer, Inc.
It is challenging to separate and measure the physical and chemical properties of monometallic and bimetallic engineered nanoparticles (NPs), especially when mixtures of NPs consist of particles of similar size, composition, and especially when present at low concentrations.
Unusual Electronic Properties of Cellulose Nanocrystals Conjugated to Cobalt ...Pawan Kumar
Octacarboxylated cobalt phthalocyanine (CoPc) was covalently conjugated to cellulose nanocrystals (CNCs) by employing an esterification protocol. Solid-state NMR, X-ray photoelectron spectroscopy (XPS), Raman, and infrared spectra were used to verify and study the nature of covalent attachment responsible for the immobilization of CoPc on the CNC surface. The covalent attachment was investigated from a theoretical simulation perspective using dispersion-corrected density functional theory (DFT) calculations, which verified the stable bond formation between CNC and CoPc. CoPc is an organic semiconductor with a high exciton binding energy, and CNCs are known to be insulating. Yet, Kelvin probe force microscopy (KPFM) indicated charge carrier generation and long-lived charge separation in the CNC–CoPc conjugate compared to pristine CoPc under visible light illumination. Such behavior is more typical of a semiconductor nanocomposite. The CNC–CoPc conjugate exhibited superior performance in the visible-light-driven surface photocatalytic reduction of 4-nitrobenzenethiol (4-NBT) to p,p′-dimercaptoazobenzene (DMAB) and photodegradation of rhodamine B.
Emeraldine-salt polyaniline form (ES-PANI) was chemically synthesized using hydrochloric acid at time
synthesis ranging from 0.5 to 48 h and characterized by X-ray diffraction (XRD), LeBail fit, Small-angle
X-ray diffraction (SAXD), Small-angle X-ray Scattering (SAXS) and Scanning Electron Microscopy
(SEM). Crystallinity and crystal data (a = 5.7122, b = 17.8393, c = 22.8027, a = 83.1575, b = 84.6971 and
c = 88.4419) were obtained by XRD and showed that the crystallinity did not vary with the time
synthesis. LeBail fit revealed that the crystallites were very small lamellae with global average size
around 39 Å. By SAXS it was obtained the particle Radius of Giration (Rg) of 320 Å. The maximum particle
size (Dmax) of 650 Å was obtained from the pair-distance distribution function (p(r)). SEM images showed
a fiber morphology formed by interconnected non homogeneous nanospheres. Electrical conductivity of
the samples was in 1.84 104 S/cm.
DNA Analysis - Basic Research : A Case StudyQIAGEN
Nucleic acid gel electrophoresis is a broadly used technique in all fields of basic life science research. The flexibility and versatility of the QIAxcel allows researchers to streamline and accelerate their molecular biology experiments. The sensitivity and resolution of capillary electrophoresis offers an excellent alternative to long or complex slab gel setup. A wide range of applications in basic research involving microsatellite analysis, mapping mutant genes, linkage analysis, and genotyping transgenes by PCR are all powerful molecular approaches for screening organisms and their genetic profiles. The QIAxcel Advanced provides precise and reliable results to accelerate these analyses and the research projects they are part of.
A novel label-free cocaine assay based on aptamer-wrapped single-walled carbo...Nanomedicine Journal (NMJ)
Objective(s):
This paper describes a selective and sensitive biosensor based on the dissolution and aggregation of aptamer wrapped single-walled carbon nanotubes. We report on the direct detection of aptamer–cocaine interactions, namely between a DNA aptamer and cocaine molecules based on near-infrared absorption at λ807.
Materials and Methods:
First a DNA aptamer recognizing cocaine was non-covalently immobilized on the surface of single walled carbon nanotubes and consequently dissolution of SWNTs was occurred. Vis-NIR absorption (A807nm) of dispersed, soluble aptamer-SWNTs hybrid, before and after incubation with cocaine was measured using a CECIL9000 spectrophotometer.
Results:
This carbon nanotube setup enabled the reliable monitoring of the interaction of cocaine with its cognate aptamer by aggregation of SWNTs in the presence of cocaine.
Disscusion:
This assay system provides a mean for the label-free, concentration-dependent, and selective detection of cocaine with an observed detection limit of 49.5 nM.
CENT-1206APP11.15-A_Characterizing RNA Nanoparticles by Analytical Ultracentrifugation.indd_final_11.15
1. and shape of RNA nanosquares and the feasibility
to fine-tune the physicochemical properties of these
particles1
. Several techniques are currently available for
measuring size and shape of particles such as dynamic
light scattering and size exclusion chromatography but
analytical ultracentrifugation offers many significant
advantages over these methods. In our studied system
presented here, Jasinski et. al. designed and then annealed
RNA strands to form square-like structures1
. Particle
assembly was initially analyzed by native polyacrylamide
gel electrophoresis (PAGE) and the expected size
matched well with the molecular weight marker. The
three designed RNA squares were then characterized by
both AFM and DLS. In the analysis, AFM images were
obtained that validated the proper assembly and, with
fair resolution, determined the diameter of each square.
Dynamic light scattering was then used to characterize
particle size, measuring hydrodynamic diameters of 4.0
± 0.9 nm, 11.2 ± 1.3 nm, and 24.9 ± 1.5 nm for the
expected 5, 10, and 20 nm squares, respectively1
.
Materials & methods
• RNA Oligo Construction: Detailed methods for
nanoparticle design and construction have been
previously discussed in detail1,4,17.
Briefly, two “arms” of
the pRNA-3WJ were extended by 8 base pair helices
using Swiss PDB Viewer followed by alignment of
four 3WJ modules in a planar configuration, resulting
in square geometry. Construction of different size
nanosquares was achieved by addition or removal of
base pairs connecting each 3WJ module.
• RNA Purification: RNA strands were prepared
either by in vitro transcription of synthetic DNA
coding for the antisense sequence of square strands
containing the T7 promoter or by solid phase
Characterizing RNA Nanoparticles
by Analytical Ultracentrifugation
Abstract
Chad T. Schwartz1*
, Daniel Jasinski2*
, and Peixuan Guo2
*
1
Beckman Coulter, Inc., Indianapolis, IN 46268
2
University of Kentucky, Department of Pharmaceutical Sciences,
Lexington, KY 40506
*Authors contributed equally
RNA nanotechnology is gaining in popularity due to its
simplistic and rational design for creating nanostructures for
applications in medicine and therapeutics. RNA nanosquares
were previously designed and constructed demonstrating the
tunable size and stability of RNA as a nanoparticle delivery
system1
. Dynamic light scattering (DLS) and atomic force
microscopy (AFM) were utilized to characterize the size and
shape of the squares verifying the molecular model and native
PAGE assembly data. Here, we display the use of analytical
ultracentrifugation (AUC) to further validate the size of
the nanostructures, promoting the use of the instrument
as an orthogonal tool for nanoparticle characterization
and provide insights into applications where AUC provides
distinct advantages for nanoparticle characterization over
other sizing methods.
Introduction
Recent achievements in RNA nanotechnology have led to
its growth as a platform for nanomedicine and therapeutics.
RNA has many unique advantages which situate it favorably
as a delivery device including its defined size, structure,
stoichiometry, modular design, and ability to be produced
in large quantities in a cell-free system. RNA can be
manipulated with the simplicity of DNA but displays the
versatility in structure and function similar to proteins.
Previous work by Guo et. al. has detailed the structure
and function of RNA nanoparticles derived from phi29
bacteriophage packaging RNA (pRNA)1-13
. These pRNA-
based structures have previously been characterized and
functionalized for therapeutics and have even demonstrated
efficacy as a delivery system for therapeutics14-18.
Size and shape of nanoparticles are important factors for
delivery, efficacy, biodistribution, and circulation time16
.
Jasinski et. al. demonstrated the ability to control the size
2. 2
synthesis using a standard phosphoramidite chemistry
method. Modified RNA strands (2’-deoxy-2’fluoro)
were prepared by in vitro transcription with the Y639F
mutant T7 polymerase and 2’F modified dCTP and
dUTP. Transcribed RNA oligomers were purified by 8
M urea polyacrylamide gel electrophoresis (PAGE) and
standard desalting procedures were used for chemically
synthesized oligomers. Cy5 labeling was performed
using standard phosphoramidite chemistry and dye-
labeled oligomers were purified by ion-pair reverse
phase (IPRP) HPLC.
• Nanosquare HPLC Purification: IPRP chromatography
was used to purify pre-assembled nanosquares with
acetonitrile and water in .1 M triethylammonium acetate
(TEAA) used as the mobile phase. A linear gradient of
5% to 30% acetonitrile was run over 30 minutes at a
flow rate of 1.5 mL/min. The retention time of the 10
nm nanosquare was assayed by overlapping absorbance
at 260 nm (RNA) and 650 nm (fluorophore). Fractions
were collected and vacuum dried on low heat. Dried
samples were then re-suspended in 1X TMS buffer
and combined.
• Assembly of RNA Nanoparticles: Equimolar amounts
of RNA oligomers were mixed to a final concentration
of 20 μM in TMS buffer (40 mM Tris-HCl, 10 mM
MgCl2, 100 mM NaCl). The mixture was heated to
80˚C for 5 min and then slowly cooled to 4˚C at a rate
of 2˚C/min on an Eppendorf Mastercycle thermocycler.
Confirmation of the assembly products were then run
on native PAGE.
• Native PAGE: All assembly experiments were
performed on 7% (29:1) native PAGE and run at 100
V in a 4˚C cold room for 120 min. Cy5-labeled RNAs
were then scanned on a Typhoon FLA 7000, and total
RNAs were stained with ethidium bromide (EB).
• AUC of RNA Nanoparticles: Sedimentation velocity
experiments were performed in a Beckman Coulter
Proteome Lab XL-I (Beckman Coulter) following
standard protocols, set to scan with both interference
and absorbance optics, measuring at a wavelength of
260 nm, for 4 hours, at 20˚C. Samples of RNA squares
were loaded (A260 ~ 0.5) into 2-channel 12 mm path
length sector shaped cells and thermally equilibrated
at zero speed. Absorbance and interference velocity
scans were subsequently acquired at 50,000 rpm.
Absorbance data were analyzed in SEDFIT 14.7g
(www.analyticalultracentrifugation.com ) and DCDT+
(http://www.jphilo.mailway.com/dcdt+.htm). In all cases
excellent fits were observed with low root mean
square deviations. The partial specific volume of RNA
nanoparticles was fixed at 0.55. The density p and
viscosity n for TMS were calculated in SEDNTERP
(http://sednterp.unh.edu).
• Dynamic Light Scattering: The translational diffusion
coefficients D and hydrodynamic diameters Dh were
determined from an autocorrelation analysis of the
scattered light at 514.5 nm on a Beckman Coulter
DelsaMax Pro. Twenty DLS acquisitions of 5 seconds
each were ran with no auto-attenuation with peak
radius cut-offs between 0.5 nm and 30 nm. Data was
exported from the DelsaMax software package and put
into Origin for plotting.
Results
Following particle assembly, all three RNA squares were
analyzed by Native PAGE for assembly. The squares
migrated correctly based on molecular weight of the full
assembly (Fig. 1A) suggesting that annealing was efficient.
A low percentage of single strand oligomers were visible
in the acrylamide gel despite no extensive purification. The
three differently sized RNA squares were then analyzed
for sedimentation coefficient using sedimentation velocity
analytical ultracentrifugation. Data was exported and
analyzed for sedimentation coefficient. The 5 nm, 10 nm,
and 20 nm RNA squares were determined to have peak
sedimentation coefficients of 4.25 S, 7.25 S, and 8.8 S,
respectively (Fig. 1B). As expected, the larger molecules
had higher sedimentation coefficients than the smaller
molecules. peak sedimentation coefficients of 4.25 S, 7.25
S, and 8.8 S, respectively (Fig. 1B). As expected, the larger
molecules had higher sedimentation coefficients than the
smaller molecules.
Figure 1A A) Native polyacrylamide gel electrophoresis (PAGE) of
three different sized RNA nanoparticles. B) Least-squared regression
fit of sedimentation velocity experiment of 5 nm, 10 nm, 20 nm
nanoparticles.
(B)
(A)
10 nm
20 nm
5 nm
3. 3
To determine whether or not diluting the samples affected
the sedimentation coefficient, the 10 nm square was
diluted 3-fold. The non-diluted and the diluted samples
were again analyzed and the sedimentation coefficient was
determined to be 6.6 S and 6.75 S, respectively, suggesting
that after dilution, the particle remains assembled and
sediments as the monomeric unit (Fig. 2).
In efforts to scale up production, better track the
nanoparticles, and increase stability, Cy5 was conjugated
to the 10 nm particle and the bases were modified and
annealed using 2’F bases and then purified by reverse
phase high performance liquid chromatography (HPLC).
Replacing the 2’ hydroxyl group with a 2’ fluorine group
reduces the particles’ susceptibility to RNase degradation.
HPLC was effective at separating the free unlabeled dye
from the conjugated particle (Fig. 3A) at a retention time
of 25-29 minutes. Furthermore, the HPLC trace
suggested that the modified particle was present in two
separate conformations or sizes as a minor shoulder
peak is evident to the right of the major peak. This
shoulder was present in both the 260 nm and 650 nm
absorbance, suggesting that the species contained both
nucleic acid and dye, respectively.
Although the HPLC was powerful in providing separation
and species identification, it did not provide the intricate
details of species size or sedimentation coefficient. Dynamic
light scattering is an essential and common tool used in
many particle characterization labs. This method measures
particles in solution and, based on the amount of scattered
light detected, calculates a hydrodynamic radius of the
particle of interest. Here, we utilized Beckman Coulter’s
DelsaMax Pro to analyze the size of the purified 2’F-5’Cy5
10 nm RNA square. A series of acquisitions were
summarized and plotted for hydrodynamic diameter (Fig.
3B). The resulting plot generated a large peak centered on
10 nm but tailed towards the right, perhaps indicative of a
larger species.
Finally, the 2’F-5’Cy5 10 nm RNA square was subjected to
analytical ultracentrifugation to determine the presence of
heterogeneity and relative amount of the larger species.
Upon c(s) analysis using the popular software SEDFIT, the
major species at a weight signal average of over 57% was
identified at 7.09 S, a value that corresponds nicely to the
previous analysis of the unmodified square. Additionally
a minor (13.3% signal weight average) 10.21 S peak was
identified (Fig. 3C). It is essential to note that the AUC was
able to resolve the two species where the DLS method
failed. Analysis of analytical ultracentrifugation data often
involves characterizing the stoichiometry or oligomeric
Figure 2. Least-squared regression fit of sedimentation velocity
experiment of a diluted and non-diluted 10 nm RNA square.
Figure 3. HPLC chromatogram of 2’F-modified 5’Dy647 10 nm
RNA square. The red trace represents Abs260 and the black trace
represent Abs650 for nucleic acid absorption and dye
absorption, respectively.
(B)
(A)
Figure 4. A) Dynamic light scattering plot of HPLC-purified 10 nm
RNA square. B) Sedimentation velocity c(s) analysis of HPLC-purified
10 nm RNA square.
4. 4
state of particles.If we assume that the oligomeric shape
is similar to that of the monomeric shape, then its
stoichiometry, N, can be described as (SN
/S1
)1.5,
where
SN
is the sedimentation coefficient of the N-mer and S1
is the sedimentation coefficient of the monomer. For a
sphere, as a rule of thumb, a value of 1.45 indicates a dimer.
Here, we obtain a value of 1.44 (10.21/7.09), a value highly
indicative of a dimeric species. It is highly conceivable that
the particles assembled together during annealing and the
result was a dimeric assembly, larger in size than the 20 nm
RNA square due to its unorthodox shape.
Discussion
Analytical ultracentrifugation is a powerful biophysical
technique with a storied history dating back to the early
part of the twentieth century. The technique was primarily
used to demonstrate the existence of macromolecules
following the ground-breaking research performed
by Theodor Svedberg and colleagues where it was
determined that hemoglobin was a monodisperse species
around 68 kDa. He was subsequently awarded the Nobel
Prize for his work on colloids and disperse systems using
an early version of the technology.
AUC offers significant advantages over orthogonal
techniques for nanoparticle characterization. In
nanoparticle design, it is often necessary to assess
polydispersity. Impurities, conformational changes, and
conjugation efficiency are all critical to nanoparticle
efficacy and biodistribution. Heterogeneity is typically
not quantified in orthogonal techniques such as AFM and
DLS. However, in AUC, the distribution of sedimenting
species is quantifiable and reported with high precision.
Since the goal of many nanoparticles is to be distributed
throughout the body as a therapeutic, it is critical that
analysis is performed prior to lengthy and expensive clinical
trials. AUC is executed in a buffer of choice, analyzed free
in solution, and not conjugated or adsorbed to a surface,
or ionized, melted, or magnetized for investigation. This
allows researchers to measure environmental effects such
as pH, temperature, salt concentration, and much more
in a single run.
Here, we validated the previous results from orthogonal
technologies such as DLS and AFM as reported in Jasinski,
et. a1. Furthermore, concentration effects were assayed
and it was determined that the molecule is stable and
forms homogenous particles at low concentration.
Lastly, after modification for stability and identification,
followed by purification, the RNA particles were again
analyzed by light scattering and AUC and the particle of
interest retained the expected size and conformation of
the monomeric unit but also most likely assembled into
a dimer as well. This information is critical as it informs
researchers that the particle of interest has changed
size and shape and this change is quantifiable in terms of
percent species and size.
Acknowledgements
The authors would like to thank Dr. Peixuan Guo,
Endowed Chair in Nanobiotechnology, at the University
of Kentucky, College of Pharmacy for kindly providing
material and direction.
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