Fluorescence Recovery After Photobleaching Research Articles

The METHYLTRANSFERASE B-SERRATE interaction mediates the reciprocal regulation of microRNA biogenesis and RNA m6A modification.

In eukaryotes, RNA N6-methyladenosine (m6A) modification and microRNA (miRNA)-mediated RNA silencing represent two critical epigenetic regulatory mechanisms. The m6A methyltransferase complex (MTC) and the microprocessor complex both undergo liquid-liquid phase separation to form nuclear membraneless organelles. Although m6A methyltransferase has been shown to positively regulate miRNA biogenesis, a mechanism of reciprocal regulation between the MTC and the microprocessor complex has remained elusive. Here, we demonstrate that the MTC and the microprocessor complex associate with each other through the METHYLTRANSFERASE B (MTB)-SERRATE (SE) interacting module. Knockdown of MTB impaired miRNA biogenesis by diminishing microprocessor complex binding to primary miRNAs (pri-miRNAs) and their respective MIRNA loci. Additionally, loss of SE function led to disruptions in transcriptome-wide m6A modification. Further biochemical assays and fluorescence recovery after photobleaching (FRAP) assay indicated that SE enhances the liquid-liquid phase separation and solubility of the MTC. Moreover, the MTC exhibited enhanced retention on chromatin and diminished binding to its RNA substrates in the se mutant background. Collectively, our results reveal the substantial regulatory interplay between RNA m6A modification and miRNA biogenesis.

A BODIPY-Naphtholimine-BF2 Dyad for Precision Photodynamic Therapy, Targeting, and Dual Imaging of Endoplasmic Reticulum and Lipid Droplets in Cancer.

Currently, effective therapeutic modalities for pancreatic ductal adenocarcinoma (PDAC) are quite limited, leading to gloomy prognosis and ∼6-months median patient survival. Recent advances showed the promise of photodynamic therapy (PDT) for PDAC patients. Next generation photosensitizers (PS) are based on "organelle-targeted-PDT" and provide new paradigm in the field of precision medicines to address the current challenge for treating PDAC. In this investigation, we have constructed a novel PS, named as N b B, for precise and simultaneous targeting of endoplasmic reticulum (ER) and lipid droplets (LDs) in PDAC, based on the fact that malignant PDAC cells are heavily relying on ER for hormone synthesis. Our live cell imaging and fluorescence recovery after photobleaching (FRAP) experiments revealed that N b B is quickly targeted to ER and subsequently to LDs and shows simultaneous dual fluorescence color due to polar and nonpolar milieu of ER and LDs. Interestingly, the same molecule generates triplet state and singlet oxygen efficiently and causes robust ER stress and cellular lipid peroxidation, leading to apoptosis in two different PDAC cells in the presence of light. Together, we present, for the first time, a potential next generation precision medicine for ER-LD organelle specific imaging and PDT of pancreatic cancer.

Engineering Planar Gram-Negative Outer Membrane Mimics Using Bacterial Outer Membrane Vesicles.

Antibiotic resistance is a major challenge in modern medicine. The unique double membrane structure of gram-negative bacteria limits the efficacy of many existing antibiotics and adds complexity to antibiotic development by limiting transport of antibiotics to the bacterial cytosol. New methods to mimic this barrier would enable high-throughput studies for antibiotic development. In this study, we introduce an innovative approach to modify outer membrane vesicles (OMVs) from Aggregatibacter actinomycetemcomitans, to generate planar supported lipid bilayer membranes. Our method first involves the incorporation of synthetic lipids into OMVs using a rapid freeze-thaw technique to form outer membrane hybrid vesicles (OM-Hybrids). Subsequently, these OM-Hybrids can spontaneously rupture when in contact with SiO 2 surfaces to form a planar outer membrane supported bilayer (OM-SB). We assessed the formation of OM-Hybrids using dynamic light scattering and a fluorescence quenching assay. To analyze the formation of OM-SBs from OM-Hybrids we used quartz crystal microbalance with dissipation monitoring (QCM-D) and fluorescence recovery after photobleaching (FRAP). Additionally, we conducted assays to detect surface-associated DNA and proteins on OM-SBs. The interaction of an antimicrobial peptide, polymyxin B, with the OM-SBs was also assessed. These findings emphasize the capability of our platform to produce planar surfaces of bacterial outer membranes, which in turn, could function as a valuable tool for streamlining the development of antibiotics.

Quantifying surface tension and viscosity in biomolecular condensates by fluorescence recovery after probe-induced dewetting

Many proteins with intrinsically disordered regions undergo liquid-liquid phase separation under specific conditions in vitro and in vivo. These complex biopolymers form a metastable phase with distinct mechanical properties defining the timescale of their biological functions. However, determining these properties is nontrivial, even in vitro, and often requires multiple techniques. Here we report the measurement of both viscosity and surface tension of biomolecular condensates via correlative fluorescence microscopy and atomic force microscopy (AFM) in a single experiment (fluorescence recovery after probe-induced dewetting, FRAP-ID). Upon surface tension evaluation via regular AFM-force spectroscopy, controlled AFM indentations induce dry spots in fluorescent condensates on a glass coverslip. The subsequent rewetting exhibits a contact line velocity that is used to quantify the condensed-phase viscosity. Therefore, in contrast with fluorescence recovery after photobleaching (FRAP), where molecular diffusion is observed, in FRAP-ID fluorescence recovery is obtained through fluid rewetting and the subsequent morphological relaxation. We show that the latter can be used to cross-validate viscosity values determined during the rewetting regime. Making use of fluid mechanics, FRAP-ID is a valuable tool to evaluate the mechanical properties that govern the dynamics of biomolecular condensates and determine how these properties impact the temporal aspects of condensate functionality.

Dried Blood Matrix as a New Material for the Detection of DNA Viruses.

The gold standard for diagnosing viruses such as the Hepatitis B Virus has remained largely unchanged, relying on conventional methods involving extraction, purification, and polymerase chain reaction (PCR). This approach is hindered by limited availability, as it is time-consuming and requires highly trained personnel. Moreover, it suffers from low recovery rates of the nucleic acid molecules for samples with low copy numbers. To address the challenges of complex instrumentation and low recovery rate of DNA, a drying process coupled with thermal treatment of whole blood is employed, resulting in the creation of a dried blood matrix characterized by a porous structure with a high surface-to-volume ratio where it also inactivates the amplification inhibitors present in whole blood. Drawing on insights from Brunauer-Emmett-Teller (BET)- Barrett-Joyner-Halenda (BJH) analysis, scanning electron microscopy (SEM), and fluorescence recovery after photobleaching (FRAP), detection assay is devised for HBV, as a demonstration, from whole blood with high recovery of DNA and simplified instrumentation achieving a limit of detection (LOD) of 10 IU mL-1. This assay can be completed in <1.5 h using a simple heater, can be applied to other DNA viruses, and is expected to be suitable for point-of-care, especially in low-resource settings.

Cholinergic stimulation stabilizes TRPM4 in the plasma membrane of cortical pyramidal neurons.

TRPM4 is a calcium activated non-selective cation channel, impermeable to Ca2+, in neurons it has been implicated in the regulation of the excitability and in the persistent firing. Cholinergic stimulation is also implicated in changes in excitability that leads neurons to an increased firing frequency, however it is not clear whether TRPM4 is involved in the cholinergic-induced increase in firing frequency. Here using a combination of patch clamp electrophysiology, Ca2+ imaging, immunofluorescence, fluorescence recovery after photobleaching (FRAP) and pharmacological approach, we demonstrate that carbachol (Cch) increases firing frequency, intracellular Ca2+ and that TRPM4 inhibition using 9-Ph and CBA reduces firing frequency and decreases the peak in intracellular Ca2+ induced by Cch in cortical pyramidal neurons in culture. Moreover, we determined that cholinergic stimulation reduces TRPM4 recycling and stabilizes TRPM4 in the plasma membrane. Together our results indicate that cholinergic stimulation increases firing in a TRPM4 dependent manner, and also increases the TRPM4 stability in the membrane, suggesting that TRPM4 is locked in microdomains in the membrane, possibly signaling or cytoskeleton proteins complexes.

Diffusion coefficients in scaffolds made with temperature controlled cryoprinting and an ink made of sodium alginate and agar

Temperature Controlled Cryoprinting (TCC), is a tissue engineering technique wherein each deposited voxel is frozen with precise control over cooling rates and the direction of freezing. This control allows for the generation of ice crystals with controlled shape and orientation. Recently we found that the macroscale fidelity of the TCC print is substantially improved by using a 3D printing ink composed of a mixture of two compounds: one that solidifies through chemical crosslinking (sodium alginate) and another that solidifies through physical (thermal) effects (agar). In this study we examine the hypothesis that the combination of sodium alginate and agar, affects also the fidelity of the microstructure and thereby the diffusivity of the scaffold. The ability of this technology to generate controlled diffusivity within the tissue scaffold was examined with a directional solidified TCC sample using fluorescence recovery after photobleaching (FRAP) and scanning electron microscope (SEM). We find that the diffusion coefficient in m2/s × 10−10 is: 1.62 ± 1.27 for the unfrozen sample, 2.40 ±1.54 for the rapidly frozen sample and 9.72± 4.50 for the slow frozen sample. This points to two conclusions. One is that the diffusivity is slow frozen samples is higher than that in unfrozen samples and in rapidly frozen sample. A second observation is that a relatively narrow range of diffusivity variance was obtained when using 2%w/v sodium alginate and 2%w/v of agar. However, when the concentration of agar was reduced to 0.5w/v a much wider spread of diffusivities was measure, 4.07±1.65. This suggests that the addition of agar has also an effect on the microscale fidelity, and consequently the diffusivity. The anisotropic diffusion properties of TCC-printed directional solidification samples were also validated through both FRAP and SEM.

Smad2/3/4 complex could undergo liquid liquid phase separation and induce apoptosis through TAT in hepatocellular carcinoma

BackgroundHepatocellular carcinoma (HCC) represents one of the most significant causes of mortality due to cancer-related deaths. It has been previously reported that the TGF-β signaling pathway may be associated with tumor progression. However, the relationship between TGF-β signaling pathway and HCC remains to be further elucidated. The objective of our research was to investigate the impact of TGF-β signaling pathway on HCC progression as well as the potential regulatory mechanism involved. MethodsWe conducted a series of bioinformatics analyses to screen and filter the most relevant hub genes associated with HCC. E. coli was utilized to express recombinant protein, and the Ni–NTA column was employed for purification of the target protein. Liquid liquid phase separation (LLPS) of protein in vitro, and fluorescent recovery after photobleaching (FRAP) were utilized to verify whether the target proteins had the ability to drive force LLPS. Western blot and quantitative real-time polymerase chain reaction (qPCR) were utilized to assess gene expression levels. Transcription factor binding sites of DNA were identified by chromatin immunoprecipitation (CHIP) qPCR. Flow cytometry was employed to examine cell apoptosis. Knockdown of target genes was achieved through shRNA. Cell Counting Kit-8 (CCK-8), colony formation assays, and nude mice tumor transplantation were utilized to test cell proliferation ability in vitro and in vivo.ResultsWe found that Smad2/3/4 complex could regulate tyrosine aminotransferase (TAT) expression, and this regulation could relate to LLPS. CHIP qPCR results showed that the key targeted DNA binding site of Smad2/3/4 complex in TAT promoter region is −1032 to −1182. In addition. CCK-8, colony formation, and nude mice tumor transplantation assays showed that Smad2/3/4 complex could repress cell proliferation through TAT. Flow cytometry assay results showed that Smad2/3/4 complex could increase the apoptosis of hepatoma cells. Western blot results showed that Smad2/3/4 complex would active caspase-9 through TAT, which uncovered the mechanism of Smad2/3/4 complex inducing hepatoma cell apoptosis.ConclusionThis study proved that Smad2/3/4 complex could undergo LLPS to active TAT transcription, then active caspase-9 to induce hepatoma cell apoptosis in inhibiting HCC progress. The research further elucidate the relationship between TGF-β signaling pathway and HCC, which contributes to discover the mechanism of HCC development.

Supported Biomembrane Systems Incorporating Multiarm Polymers and Bioorthogonal Tethering.

To functionalize interfaces with supported biomembranes and membrane proteins, the challenge is to build stabilized and supported systems that mimic the native lipid microenvironment. Our objective is to control substrate-to-biomembrane spacing and the tethering chemistry so proteoliposomes can be fused and conjugated without perturbation of membrane protein function. Furthermore, the substrates need to exhibit low protein and antibody nonspecific binding to use these systems in assays. We have employed protein orthogonal coupling schemes in concert with multiarm poly(ethylene glycol) (PEG) technology to build supported biomembranes on microspheres. The lipid bilayer structures and tailored substrates of the microsphere-supported biomembranes were analyzed via flow cytometry, confocal fluorescence, and super-resolution imaging microscopy, and the lateral fluidity was quantified using fluorescence recovery after photobleaching (FRAP) techniques. Under these conditions, the 4-arm-PEG20,000-NH2 based configuration gave the most desirable tethering system based on lateral diffusivity and coverage.

Spatially heterogeneous dynamics of droplets formed by arginine-rich dipeptides and poly-A RNA during liquid-liquid phase separation

Arginine-rich dipeptides (proline-arginine (PR)) are highly toxic products encoded by aberrant repeat expansion in the C9ORF72 gene, which is the most common cause of familial amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). These dipeptides have the capability to undergo liquid-liquid phase separation (LLPS) with components inside the membrane-less organelles (MLO) that could have a detrimental effect on fundamental cellular processes, potentially leading to injury or death in motor neurons. In this study, Raman spectroscopy was used to investigate the spatial variation within these liquid droplets in vitro, revealing concentration gradients of RNA in droplets. The findings were compared with fluorescence recovery after photobleaching (FRAP), offering insights into the spatially heterogeneous dynamics within the droplets. Understanding the mechanism is essential for unraveling the pathogenesis of neuronal diseases and may provide future therapeutic strategies.

Ionic Effect on the Microenvironment of Biomolecular Condensates.

Biomolecules such as proteins and RNA could organize to form condensates with distinct microenvironments through liquid-liquid phase separation (LLPS). Recent works have demonstrated that the microenvironment of biomolecular condensates plays a crucial role in mediating biological activities, such as the partition of biomolecules, and the subphase organization of the multiphasic condensates. Ions could influence the phase transition point of LLPS, following the Hofmeister series. However, the ion-specific effect on the microenvironment of biomolecular condensates remains unknown. In this study, we utilized fluorescence lifetime imaging microscopy (FLIM), fluorescence recovery after photobleaching (FRAP), and microrheology techniques to investigate the ion effect on the microenvironment of condensates. We found that ions significantly affect the microenvironment of biomolecular condensates: salting-in ions increase micropolarity and reduce the microviscosity of the condensate, while salting-out ions induce opposing effects. Furthermore, we manipulate the miscibility and multilayering behavior of condensates through ion-specific effects. In summary, our work provides the first quantitative survey of the microenvironment of protein condensates in the presence of ions from the Hofmeister series, demonstrating how ions impact micropolarity, microviscosity, and viscoelasticity of condensates. Our results bear implications on how membrane-less organelles would exhibit varying microenvironments in the presence of continuously changing cellular conditions.

Bottlebrush Block Copolymers at the Interface of Immiscible Liquids: Adsorption and Lateral Packing.

Amphiphilic bottlebrush block copolymers (BBCPs), having a hydrophilic bottlebrush polymer (BP) linked covalently to a hydrophobic BP, were found to segregate to liquid-liquid interfaces to minimize the free energy of the system. The key parameter influencing the outcome of the experiments is the ratio between the degree of polymerization of the backbone (NBB) and that of the side-chain brushes (NSC). Specifically, a spherical, star-like configuration results when NBB < NSC, while a cylindrical, bottlebrush-like shape is preferred when NBB > NSC. Dynamic interfacial tension (γ) and fluorescence recovery after photobleaching (FRAP) measurements show that the BBCP configuration influences the areal density and in-plane diffusion at the fluid interface. The characteristic relaxation times associated with BBCP adsorption (τA) and reorganization (τR) were determined by fitting time-dependent interfacial tension measurements to a sum of two exponential relaxation functions. Both τA and τR initially increased with NBB up to 92 repeat units, due to the larger hydrodynamic radius in solution and slower in-plane diffusivity, attributed to a shorter cross-sectional diameter of the side-chains near the block junction. This trend reversed at NBB = 190, with shorter τA and τR attributed to increased segregation strength and exposure of the bare water/toluene interface due to tilting and/or wiggling of the backbone chains, respectively. The adsorption energy barrier decreased with higher NBB, due to a reduced BBCP packing density at the fluid interface. This study provides fundamental insights into macromolecular assembly at fluid interfaces, as it pertains to unique bottlebrush block architectures.

Abstract 1128: Smooth Muscle Myosin Ii Dynamics And Specificity To Muscle Type

Smooth muscle myosin II (SMII), the main motor protein in vascular smooth muscle cells (VSMC), generates the contractile forces crucial to VSMC function. SMII filaments assemble into bundles that bind and pull on the actin cytoskeleton. VSMCs exist on a functional spectrum between the contractile and synthetic phenotypes. Our previous work established a discernible difference in EGFP-SMII filaments between phenotypes. The synthetic phenotype is highly dynamic with SMII filaments freely assembling into bundles and dissociating into monomers. The contractile phenotype features stabilized SMII bundles leading to organized contractile machinery. While known that VSMC function changes with artery size, differences in SMII dynamics remain understudied. We will investigate these differences in SMII between VSMCs of large conducting, small conducting, and resistive arteries to determine SMII functional properties unique to each VSMC type. We will extend this to looking at smooth muscle cells (SMC) from other tissue types. We aim to identify tissue-specific SMII properties to discover mechanisms that predispose specific tissues to pathologies and potential tissue-specific targets for therapeutics. We recently engineered a novel endogenously-tagged EGFP-SMII mouse, which allowed us to observe changes in VSMC contractile machinery directly and to better understand SMII dynamics. We isolated SMCs from the EGFP-SMII mouse from the vasculature, gastrointestinal, and genitourinary tracts. We measured SMII filament assembly, SMII fluorescent recovery after photobleaching (FRAP), and whole-cell and organoid contractility using traction force microscopy. With the isolation of single cells, we observed a very rapid transition in aortic VSMC phenotype, from contractile to synthetic, with the contractile machinery demonstrating synthetic changes accordingly. The physiologic, native whole-tissue state had stable SMII dynamics, while isolated cells (in a pathologic, cultured state) exhibited rapid filament turnover. We also observed greater stability in aortic tissue ex vivo compared to other vessels and tissues containing SMII. These results suggest aortic SMII has unique properties and pathways specific to the type and state of the tissue.

Network pharmacology of Dracaena sp. in Guangxi and its related species leaf secondary metabolites possess antioxidant properties

In this study, metabolite maps were conducted on leaf samples accessions of Dracaena sp. in Guangxi (C6, C13, CZ4, JX2, RM1, and BM3) and six related species including D. angustifolia (CH), D. elliptica (XZ), D. cochinchinensis (CB), D. cambodiana (HN), D. marginata (HB), and Yucca schidigera (SL). We identified 2,971 compounds including carboxylic acids and their derivatives, organooxygen compounds, prenol lipids, benzenes and their substituted derivatives, and flavonoids. Of those, 73 characteristic secondary metabolites were screened out by weighted correlation network analysis (WGCNA). Pterostilbene, 9-cis-retinal, and dracorubin were unique to the Dracaena sp. in Guangxi, and 3-hydroxytridecanoic acid and chrysin were highly abundant in them. An in vitro antioxidant activity assay disclosed that all 1,1-diphenyl-2-picrylhydrazyl radical (DPPH) scavenging rates and all fluorescence recovery after photobleaching (FRAP) rates were in the ranges of 75–87 % and 3.10–3.25 μmol/mL, respectively, for the Dracaena sp. in Guangxi. Hence, the latter have relatively high and stable foliar antioxidant activity. A network pharmacological analysis of the top 20 metabolites in Dracaena leaf and their 446 antioxidant-related disease targets revealed ten core action targets, including GAPDH, AKT1, MAPK3, VEGFA, CASP3, TNF, MAPK1, SRC, EGFR, and MAPK8. An antioxidant-related compound-target-pathway network was constructed and verified by molecular docking. The results of this study provide a theoretical basis for mining and exploiting the foliar secondary metabolites of Dracaena.

Spaced training activates Miro/Milton-dependent mitochondrial dynamics in neuronal axons to sustain long-term memory

Neurons have differential and fluctuating energy needs across distinct cellular compartments, shaped by brain electrochemical activity associated with cognition. Invitro studies show that mitochondria transport from soma to axons is key to maintaining neuronal energy homeostasis. Nevertheless, whether the spatial distribution of neuronal mitochondria is dynamically adjusted invivo in an experience-dependent manner remains unknown. In Drosophila, associative long-term memory (LTM) formation is initiated by an early and persistent upregulation of mitochondrial pyruvate flux in the axonal compartment of neurons in the mushroom body (MB). Through behavior experiments, super-resolution analysis of mitochondria morphology in the neuronal soma and invivo mitochondrial fluorescence recovery after photobleaching (FRAP) measurements in the axons, we show that LTM induction, contrary to shorter-lived memories, is sustained by the departure of some mitochondria from MB neuronal soma and increased mitochondrial dynamics in the axonal compartment. Accordingly, impairing mitochondrial dynamics abolished the increased pyruvate consumption, specifically after spaced training and in the MB axonal compartment, thereby preventing LTM formation. Our results thus promote reorganization of the mitochondrial network in neurons as an integral step in elaborating high-order cognitive processes.

Abstract 193: Melanoma cytoskeletal dynamics, membrane remodeling, and motility are regulated by TRIM9

Abstract Cell shape change and motility are essential in metastasis and involve remodeling of the actin cytoskeleton, cell adhesions, and plasma membrane. How these cytoskeletal and membrane remodeling are regulated and coordinated remains largely unknown. We previously identified TRIM9 as a regulator of actin dynamics and exocytosis in developing neurons. Deletion of murine Trim9 impairs neuronal migration, netrin-induced axon turning, and axonal and dendritic branching, and increased exocytosis and filopodial stability. In addition, we have shown TRIM9 alters dynamics of the actin polymerase VASP at filopodia tips via non-degrative mono-ubiquitination. TRIM9 is expressed in other motile cells, but the non-neuronal role of TRIM9 remains unknown. TRIM9 was identified as a possible prognostic biomarker in melanoma and high expression correlates with low patient survival. Melanomas undergo phenotype switching, where three distinct phenotypes exist that are associated with differences in gene expression. The three phenotypes consist of a melanocytic proliferative state, a neural crest-like invasive state, an intermediate state. Single cell RNAseq (scRNASeq) data from patient-derived melanoma indicate TRIM9 is highly expressed in the proliferative melanocytic state, which correlates with poor prognosis. We hypothesize that TRIM9 coordinates actin dynamics, adhesion, and exocytosis in melanoma. We show that TRIM9 protein is enriched in several human melanoma lines. Here we examine the role of TRIM9 in regulation of focal adhesions, exocytosis, migration, and invasion in two of these lines. Genetic loss of TRIM9 increased random migration velocity but reduced directional persistence. Interestingly, we find that TRIM9 plays a role in promoting bleb-like morphology and inhibits the ability to durotax on shallow gradients on soft substrate. Fluorescence recovery after photobleaching (FRAP), Total internal reflection fluorescence microscopy (TIRF), and widefield microscopy revealed that loss of TRIM9 results in increased focal adhesions, cell size, and altered dynamics of focal adhesion proteins VASP, zyxin, and paxillin dynamics. In addition, TRIM9 knockout cells exhibit reduced filopodial length and density and altered filopodial localization of VASP. In-gel zymography indicates that TRIM9 knockout cells also display an increased degradative capacity. Current studies are investigating how loss of TRIM9 alters parameters of cell contractility, lamellipodia, invadopodia, and exocytosis to define the role of TRIM9 in melanoma motility. Together these findings suggest TRIM9 reduces adhesion and migration, increases proliferation and blebbing and may be an important regulator of phenotype switching in melanoma. Citation Format: Kimberly Lukasik, Jordan Brooks, Sam Redinbo, James Bear, Stephanie Gupton. Melanoma cytoskeletal dynamics, membrane remodeling, and motility are regulated by TRIM9 [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 193.

Diffusion of Multiple Species Resolved by Fluorescence Lifetime Recovery after Photobleaching (FLRAP).

Fluorescence recovery after photobleaching (FRAP) is now an indispensable tool to analyze the diffusion of molecules in vivo and in vitro. However, a conventional fluorescence intensity-based approach has difficulty in analyzing the diffusion of multiple species simultaneously. Here, we report fluorescence lifetime recovery after photobleaching (FLRAP) that incorporates fluorescence lifetime information into FRAP. By using FLRAP, the fluorescence intensity-recovery curves of each species can be successfully extracted from the ensemble photon data by utilizing their species-specific fluorescence decay curves, which are verified by applying FLRAP to two heterogeneous systems. Thus, FLRAP can be a powerful tool to quantitatively elucidate the molecular diffusion of multiple species in complex systems such as in living cells.

Effect of Pore Confinement of Ionic Liquids on Solute Diffusion within Mesoporous Silica Microparticles.

The transport properties of the ionic liquid (IL) 1-butyl-3-methylimidazolium hexafluorophosphate ([BMIM][PF6]) confined within silica microparticles with well-ordered, accessible mesopores (5.4 or 9 nm diameter) were investigated. [BMIM][PF6] confinement was confirmed by using differential scanning calorimetry (DSC) and Fourier transform infrared (FTIR) spectroscopy. The transport properties of the confined IL were studied using the neutral and cationic fluorescent probes 4-(dicyanomethylene)-2-methyl-6-(4-dimethylaminostyryl)-4H-pyran (DCM) and rhodamine 6G, respectively, through fluorescence recovery after photobleaching (FRAP) in confocal microscopy. The diffusivity of DCM in 9 nm pores is 0.026 ± 0.0091 μm2/s, which is 2 orders of magnitude less than in the bulk ionic liquid. The pore size did not affect the diffusivity of DCM in unmodified silica nanopores. The diffusivity of the cationic probe is reduced by 63% relative to that of the neutral probe. Diffusivity is increased with water content, where equilibrium hydration of the system leads to a 37% increase in DCM diffusivity. The most dramatic impact on diffusivity was caused by tethering an IL-like methylimidazolium chloride group to the pores, which increased the pore hydrophobicity and resulted in 3-fold higher diffusivity of DCM compared to bare silica pores. Subsequent exchange of the chloride anion from the tethering group with PF6- decreased the diffusivity to half that of bare silica. The diffusion of probe molecules is affected most strongly by the pore wall effects on probe interactions rather than by the pore size itself, which suggests that understanding pore wall diffusion is critical to the design of nanoconfined ILs for separations, catalysis, and energy storage.

Efficient Estimates of Surface Diffusion Parameters for Spatio-Temporally Resolved Virus Replication Dynamics.

Advanced methods of treatment are needed to fight the threats of virus-transmitted diseases and pandemics. Often, they are based on an improved biophysical understanding of virus replication strategies and processes in their host cells. For instance, an essential component of the replication of the hepatitis C virus (HCV) proceeds under the influence of nonstructural HCV proteins (NSPs) that are anchored to the endoplasmatic reticulum (ER), such as the NS5A protein. The diffusion of NSPs has been studied by in vitro fluorescence recovery after photobleaching (FRAP) experiments. The diffusive evolution of the concentration field of NSPs on the ER can be described by means of surface partial differential equations (sufPDEs). Previous work estimated the diffusion coefficient of the NS5A protein by minimizing the discrepancy between an extended set of sufPDE simulations and experimental FRAP time-series data. Here, we provide a scaling analysis of the sufPDEs that describe the diffusive evolution of the concentration field of NSPs on the ER. This analysis provides an estimate of the diffusion coefficient that is based only on the ratio of the membrane surface area in the FRAP region to its contour length. The quality of this estimate is explored by a comparison to numerical solutions of the sufPDE for a flat geometry and for ten different 3D embedded 2D ER grids that are derived from fluorescence z-stack data of the ER. Finally, we apply the new data analysis to the experimental FRAP time-series data analyzed in our previous paper, and we discuss the opportunities of the new approach.

Parameter Identifiability in PDE Models of Fluorescence Recovery After Photobleaching.

Identifying unique parameters for mathematical models describing biological data can be challenging and often impossible. Parameter identifiability for partial differential equations models in cell biology is especially difficult given that many established in vivo measurements of protein dynamics average out the spatial dimensions. Here, we are motivated by recent experiments on the binding dynamics of the RNA-binding protein PTBP3 in RNP granules of frog oocytes based on fluorescence recovery after photobleaching (FRAP) measurements. FRAP is a widely-used experimental technique for probing protein dynamics in living cells, and is often modeled using simple reaction-diffusion models of the protein dynamics. We show that current methods of structural and practical parameter identifiability provide limited insights into identifiability of kinetic parameters for these PDE models and spatially-averaged FRAP data. We thus propose a pipeline for assessing parameter identifiability and for learning parameter combinations based on re-parametrization and profile likelihoods analysis. We show that this method is able to recover parameter combinations for synthetic FRAP datasets and investigate its application to real experimental data.