Highlights • Breathomics is an upcoming bioanalytical area transforming point-of-care diagnostics. • Volatile organic compounds (VOCs) are an important source of potential diagnostic information. • ...Current technologies bridge the gap from large analytical systems to portable sensor platforms.
Highlights • There is a current need for evolution of analytical methodologies used. • Introduction of novel and emerging technologies and limitations. • Potential applications of the named methods. ...• Some of the named methods require validation and application to biopharmaceuticals.
Real-time confocal imaging was utilised to monitor the in situ loss of BSA monomers and aggregate formation using Spatial Intensity Distribution Analysis (SpIDA) and Raster Image Correlation ...Spectroscopy (RICS). At the proof of concept level this work has demonstrated the applicability of RICS and SpIDA for monitoring protein oligomerisation and larger aggregate formation.
Routine black box approaches quantify fluorescence intensity to profile the uptake of fluorophores, providing limited insight into microscopic events. Spatial intensity distribution analysis has ...previously been reported to quantify oligomerisation and number of particles from selected regions and profile intracellular distributions of labelled moieties.
In this study, the concentration and time-dependent behaviour of CellTrace™ calcein red-orange (AM) intracellular accumulation was examined in colorectal adenocarcinoma cell line and bovine aortic endothelial cells. Monolayers were subjected to fluorescence correlation spectroscopy, fluorescence intensity and SpIDA measurements to determine differences in the rate and extent of intracellular accumulation.
Intracellular accumulation data derived from Spatial intensity distribution analysis were found to correlate with that of fluorescence correlation spectroscopy and fluorescence intensity profiles. The extent of intracellular accumulation was found to be time and concentration-dependent in both cell lines examined, with no significant differences in the rate of intracellular accumulation.
Spatial intensity distribution analysis applied at ‘proof of concept’ level is a rapid and user-friendly tool that can be applied to the quantification of intracellular concentration and kinetics of fluorophore uptake.
Confocal imaging as a routinely implemented tool for profiling fluorescently-labelled species is often under-exploited for yielding quantitative parameters.
•Heterogeneity of intracellular fluorophore distributions profiled using SpIDA.•Extent of calcein red-orange (AM) accumulation is time and concentration-dependent.•Data derived from FCS and SpIDA were in good agreement.
P-glycoprotein is implicated in clinical drug resistance; thus, rapid quantitative analysis of its expression and activity is of paramout importance to the design and success of novel therapeutics. ...The scope for the application of quantitative imaging and image analysis tools in this field is reported here at "proof of concept" level. P-glycoprotein expression was utilized as a model for quantitative immunofluorescence and subsequent spatial intensity distribution analysis (SpIDA). Following expression studies, p-glycoprotein inhibition as a function of verapamil concentration was assessed in two cell lines using live cell imaging of intracellular Calcein retention and a routine monolayer fluorescence assay. Intercellular and sub-cellular distributions in the expression of the p-glycoprotein transporter between parent and MDR1-transfected Madin-Derby Canine Kidney cell lines were examined. We have demonstrated that quantitative imaging can provide dose-response parameters while permitting direct microscopic analysis of intracellular fluorophore distributions in live and fixed samples. Analysis with SpIDA offers the ability to detect heterogeniety in the distribution of labeled species, and in conjunction with live cell imaging and immunofluorescence staining may be applied to the determination of pharmacological parameters or analysis of biopsies providing a rapid prognostic tool.
A critical step in monoclonal antibody (mAb) screening and formulation selection is the ability of the mAb to resist aggregation following exposure to environmental stresses. Regulatory authorities ...welcome not only information on the presence of micron-sized particles, but often any information on sub-visible particles in the size range obtained by orthogonal sizing techniques. The present study demonstrates the power of combining established techniques such as dynamic light scattering (DLS) and micro-flow imaging (MFI), with novel analyses such as raster image correlation spectroscopy (RICS) that offer to bridge existent particle sizing gaps in this area. The influence of thermal and freeze-thaw stress treatments on particle size and morphology was assessed for a bi-specific antibody (mAb2). Aggregation of mAb2 was confirmed to be concentration- and treatment-dependent following thermal stress and freeze-thaw cycling. Particle size and count data show concentration- and treatment-dependent behaviour of aggregate counts, morphological descriptors and particle size distributions. Complementarity in particle size output was observed between all approaches utilised, where RICS bridged the analytical size gap (∼0.5-5 μm) between DLS and MFI. Overall, this study highlights the potential of orthogonal image analyses such as RICS (analytical size gap) and MFI (particle morphology) for formulation screening.
In the past forty years advancements in fluorescence-based methods including imaging (e.g. confocal and multi-photon) and quantitative spectroscopies (e.g. Fluorescence Correlation Spectroscopy) have ...been applied to systems ranging from solutions to in vivo models: such methods possess the ability to monitor fluorescence intensity fluctuations and offer the potential to unravel biophysical and biochemical phenomena. A major disadvantage associated with these methods is their ever-increasing cost resulting in the development of image analysis tools that offer the potential to exploit hidden information contained in confocal images.The hypothesis pertaining to this thesis is that image analysis tools developed in recent years exemplified by Raster Image Correlation Spectroscopy (RICS), Spatial Intensity Distribution Analysis (SpIDA) and Fluorescence Intensity Gaussian Mixture Model Analysis (FIGMMA) will provide a new insight into current pharmaceutical problems. The application of these methods to the quantification of protein aggregation, monomer/dimer equilibria, p-glycoprotein efflux activity and transcytosis are presented in this thesis.Protein aggregation poses a major challenge to the biotechnology industry which currently lacks analytical capabilities to profile broad particle size ranges. An in-house RICS (ManICS) software was validated against Dynamic Light Scattering and Fluorescence Correlation Spectroscopy (FCS) to determine Bovine Serum Albumin (BSA) aggregate population distributions under accelerated stability conditions. Initial stages implicated in the growth of aggregates are vital to the mechanistic assessment of protein aggregation. Hence, real-time in situ examination of monomer loss and aggregation of BSA was performed at 50 °C to enable continuous assessment with imaging and subsequent SpIDA analysis. Results obtained from this study suggested reversible fluctuation between monomers and dimers for up to four hours.To correlate membrane receptor and transporter expression with activity and enable the comparison of expression in multiple cell lines, population densities of p-glycoprotein transporters and transferrin receptors were determined using SpIDA in samples subjected to immunofluorescence labelling.The Calcein retention assay is a routine approach to determining multidrug resistance associated with p-glcoprotein efflux and the traditional plate reader approach omits microscopic aspects of p-glycoprotein Calcein-AM uptake and efflux. Confocal microscopy and data obtained from image analyses supported the subcellular and intercellular assessment of Calcein accumulation in MDR1-transfected and control cell lines as a function of time and verapamil concentration. Finally, live cell imaging of transferrin vesicular transport and Cell Trace: TM Calcein red-orange AM internalisation in combination with traditional Transwell® assays were assessed to compare their transcellular transport and intracellular concentrations in multiple cell lines. Images obtained enabled visualisation of internalisation and following analysis using SpIDA, RICS and FIGMMA the number of intracellular vesicles and dynamic parameters of Cell Trace: TM Calcein red-orange diffusion and intracellular concentration were determined.In conclusion, image analysis tools were applied to providing new parametric insights into a number of pharmaceutically-relevant processes and in some instances this is the first example of such studies. Despite current phenomenal advances in image acquisition capabilities, there remains a broad scope for the validation of image analysis tools and their application to a multitude of areas of interest to pharmaceutical and biomolecular research.
In the past forty years advancements in fluorescence-based methods including imaging (e.g. confocal and multi-photon) and quantitative spectroscopies (e.g. Fluorescence Correlation Spectroscopy) have ...been applied to systems ranging from solutions to in vivo models: such methods possess the ability to monitor fluorescence intensity fluctuations and offer the potential to unravel biophysical and biochemical phenomena. A major disadvantage associated with these methods is their ever-increasing cost resulting in the development of image analysis tools that offer the potential to exploit hidden information contained in confocal images.The hypothesis pertaining to this thesis is that image analysis tools developed in recent years exemplified by Raster Image Correlation Spectroscopy (RICS), Spatial Intensity Distribution Analysis (SpIDA) and Fluorescence Intensity Gaussian Mixture Model Analysis (FIGMMA) will provide a new insight into current pharmaceutical problems. The application of these methods to the quantification of protein aggregation, monomer/dimer equilibria, p-glycoprotein efflux activity and transcytosis are presented in this thesis.Protein aggregation poses a major challenge to the biotechnology industry which currently lacks analytical capabilities to profile broad particle size ranges. An in-house RICS (ManICS) software was validated against Dynamic Light Scattering and Fluorescence Correlation Spectroscopy (FCS) to determine Bovine Serum Albumin (BSA) aggregate population distributions under accelerated stability conditions. Initial stages implicated in the growth of aggregates are vital to the mechanistic assessment of protein aggregation. Hence, real-time in situ examination of monomer loss and aggregation of BSA was performed at 50 °C to enable continuous assessment with imaging and subsequent SpIDA analysis. Results obtained from this study suggested reversible fluctuation between monomers and dimers for up to four hours.To correlate membrane receptor and transporter expression with activity and enable the comparison of expression in multiple cell lines, population densities of p-glycoprotein transporters and transferrin receptors were determined using SpIDA in samples subjected to immunofluorescence labelling.The Calcein retention assay is a routine approach to determining multidrug resistance associated with p-glcoprotein efflux and the traditional plate reader approach omits microscopic aspects of p-glycoprotein Calcein-AM uptake and efflux. Confocal microscopy and data obtained from image analyses supported the subcellular and intercellular assessment of Calcein accumulation in MDR1-transfected and control cell lines as a function of time and verapamil concentration. Finally, live cell imaging of transferrin vesicular transport and Cell TraceTM Calcein red-orange AM internalisation in combination with traditional Transwell® assays were assessed to compare their transcellular transport and intracellular concentrations in multiple cell lines. Images obtained enabled visualisation of internalisation and following analysis using SpIDA, RICS and FIGMMA the number of intracellular vesicles and dynamic parameters of Cell TraceTM Calcein red-orange diffusion and intracellular concentration were determined.In conclusion, image analysis tools were applied to providing new parametric insights into a number of pharmaceutically-relevant processes and in some instances this is the first example of such studies. Despite current phenomenal advances in image acquisition capabilities, there remains a broad scope for the validation of image analysis tools and their application to a multitude of areas of interest to pharmaceutical and biomolecular research.
PDF
