Shelley L. Anna
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Shelley L. Anna has a total of 99 co-authors. Here are the top co-authors by number of shared publications:
- Lynn M. Walker
Department of Chemical Engineering and Materials Science
20 shared publications - Nicolas Javier Alvarez
Department of Chemical and Biological Engineering College of Engineering Drexel University Philadelphia Pennsylvania USA
8 shared publications - Gareth H. McKinley
Hatsopoulos Microfluidics Laboratory, Department of Mechanical Engineering, MIT, Cambridge, USA
6 shared publications - Gordon F. Christopher
Department of Mechanical Engineering, Texas Tech University, Lubbock, TX 79409, USA
5 shared publications Wingki Lee
Carnegie Mellon University
4 shared publications- Anthony P. Kotula
Materials Science and Engineering Division National Institute of Standards and Technology Gaithersburg Maryland USA
3 shared publications
Latest Publications
- Open Access
- 16 June 2026
- Published by Springer Nature in Communications Biology
- Vol. 9 (1)
Quantitative analysis of bacterial cell-cell communication at the single-cell level using microdroplet arrays
Cell-cell communication (CCC) contributes to bacterial survival and adaptability. Gram-positive bacteria employ secreted peptides to coordinate CCC. While the molecular pathways activated by these peptides are well studied, little is known about how individual cells contribute to initiating the signaling response. To address this question, we used microdroplet arrays to examine the major human pathogen Streptococcus pneumoniae and its TprA/PhrA regulator/peptide CCC system, which promotes colonization and virulence. We measured phrA promoter activity in wild-type (WT) cells and in a phrA deletion mutant, using populations seeded before signaling began. As signaling emerged, we observed heterogeneity in S. pneumoniae signaling within and across microdroplets. Addition of exogenous PhrA increased both the magnitude of signal and the percentage of signaling cells, yet it did not reduce the heterogeneity of signal. When examining whether PhrA peptide produced from WT cells was shared with ΔphrA cells, we found a preference for self-signaling over signaling to neighboring cells. Overall, we developed a platform to quantify cell-cell signaling at the single-cell level and determined that at early stages TprA/PhrA signaling is highly heterogeneous and primarily targets producing cells. We propose that this heterogeneity and its amplification through autoinduction may confer a fitness advantage to the population.
- 16 June 2026
- Published by Springer Nature in Communications Biology
- Vol. 9 (1)
Open AccessQuantitative analysis of bacterial cell-cell communication at the single-cell level using microdroplet arrays
Cell-cell communication (CCC) contributes to bacterial survival and adaptability. Gram-positive bacteria employ secreted peptides to coordinate CCC. While the molecular pathways activated by these peptides are well studied, little is known about how individual cells contribute to initiating the signaling response. To address this question, we used microdroplet arrays to examine the major human pathogen Streptococcus pneumoniae and its TprA/PhrA regulator/peptide CCC system, which promotes colonization and virulence. We measured phrA promoter activity in wild-type (WT) cells and in a phrA deletion mutant, using populations seeded before signaling began. As signaling emerged, we observed heterogeneity in S. pneumoniae signaling within and across microdroplets. Addition of exogenous PhrA increased both the magnitude of signal and the percentage of signaling cells, yet it did not reduce the heterogeneity of signal. When examining whether PhrA peptide produced from WT cells was shared with ΔphrA cells, we found a preference for self-signaling over signaling to neighboring cells. Overall, we developed a platform to quantify cell-cell signaling at the single-cell level and determined that at early stages TprA/PhrA signaling is highly heterogeneous and primarily targets producing cells. We propose that this heterogeneity and its amplification through autoinduction may confer a fitness advantage to the population.
- 15 November 2019
- Published by Taylor & Francis in Aerosol Science and Technology
- Vol. 54 (1) , 79-93
Development and characterization of a “store and create” microfluidic device to determine the heterogeneous freezing properties of ice nucleating particles
Understanding heterogeneous ice nucleation induced by ice nucleating particles (INPs) is hindered by analytical challenges in accurately determining the freezing temperature spectrum, abundance, and physicochemical properties of INPs. Here we evaluate the performance of a microfluidic device that employs a “store and create” approach to measure the ice nucleation properties of approximately 600 uniformly-sized nanoliter water droplets. These droplets are immersed in surfactant-free environmentally sustainable squalene oil and do not contact the polymer walls of the microfluidic device. The device interfaced with a cold plate temperature controller has a greatly reduced background freezing temperature spectrum for filtered water droplets compared to conventional microliter droplet-on-substrate freezing methods. Droplets containing particles of interest are readily generated on-chip from a suspension of particles in water. Background freezing for 6 nL water droplets exhibits a median freezing temperature of −33.7 ± 0.4 °C, close to the theoretical freezing temperature of −34.5 °C. The immersion freezing temperature spectra obtained from Snomax bacterial and illite mineral particles compares well with literature data, and the freezing contribution from either type of particle can be separated from a mixed suspension. Our approach generates a highly uniform droplet size distribution, causes no clogging of the microfluidic device, and is capable of reproducible droplet refreezes. The high-resolution freezing spectra obtained from large droplets number arrays enables the use of the derivative INP temperature spectrum analysis to quantitatively distinguish between different classes of INPs. The lower and consistent filtered water background freezing temperature enables measurements of almost the entire immersion freezing temperature regime from −33 °C to 0 °C, and quantification of weaker but often abundant INPs such as those found in biomass burning smoke aerosol.
- 15 November 2019
- Published by Taylor & Francis in Aerosol Science and Technology
- Vol. 54 (1) , 79-93
Development and characterization of a “store and create” microfluidic device to determine the heterogeneous freezing properties of ice nucleating particles
Understanding heterogeneous ice nucleation induced by ice nucleating particles (INPs) is hindered by analytical challenges in accurately determining the freezing temperature spectrum, abundance, and physicochemical properties of INPs. Here we evaluate the performance of a microfluidic device that employs a “store and create” approach to measure the ice nucleation properties of approximately 600 uniformly-sized nanoliter water droplets. These droplets are immersed in surfactant-free environmentally sustainable squalene oil and do not contact the polymer walls of the microfluidic device. The device interfaced with a cold plate temperature controller has a greatly reduced background freezing temperature spectrum for filtered water droplets compared to conventional microliter droplet-on-substrate freezing methods. Droplets containing particles of interest are readily generated on-chip from a suspension of particles in water. Background freezing for 6 nL water droplets exhibits a median freezing temperature of −33.7 ± 0.4 °C, close to the theoretical freezing temperature of −34.5 °C. The immersion freezing temperature spectra obtained from Snomax bacterial and illite mineral particles compares well with literature data, and the freezing contribution from either type of particle can be separated from a mixed suspension. Our approach generates a highly uniform droplet size distribution, causes no clogging of the microfluidic device, and is capable of reproducible droplet refreezes. The high-resolution freezing spectra obtained from large droplets number arrays enables the use of the derivative INP temperature spectrum analysis to quantitatively distinguish between different classes of INPs. The lower and consistent filtered water background freezing temperature enables measurements of almost the entire immersion freezing temperature regime from −33 °C to 0 °C, and quantification of weaker but often abundant INPs such as those found in biomass burning smoke aerosol.
- 1 April 2018
- Published by Elsevier in Colloids and Surfaces B: Biointerfaces
- Vol. 164, 98-106
Formation and elasticity of membranes of the class II hydrophobin Cerato-ulmin at oil-water interfaces
- 1 April 2018
- Published by Elsevier in Colloids and Surfaces B: Biointerfaces
- Vol. 164, 98-106
Formation and elasticity of membranes of the class II hydrophobin Cerato-ulmin at oil-water interfaces
- 16 March 2018
- Published by American Chemical Society (ACS) in The Journal of Physical Chemistry B
- Vol. 122 (14) , 4067-4076
Microfluidic Droplet-Based Tool To Determine Phase Behavior of a Fluid System with High Composition Resolution
The goal of this work is to develop a simple microfluidic approach to characterizing liquid-liquid phase behavior in complex aqueous mixtures of organics and salts. We take advantage of the permeability of inexpensive microfluidic devices to concentrate aqueous solutions on chip. We demonstrate a technique that allows phase boundaries to be identified with high compositional resolution and small sample volumes. Droplets of single phase samples are produced on-chip and concentrated in the device beyond the phase boundary line to map system phase behavior. Results are demonstrated on ammonium sulfate and organic (polyethylene oxide) aqueous solutions and compared with macroscopic and literature results.
- 16 March 2018
- Published by American Chemical Society (ACS) in The Journal of Physical Chemistry B
- Vol. 122 (14) , 4067-4076
Microfluidic Droplet-Based Tool To Determine Phase Behavior of a Fluid System with High Composition Resolution
The goal of this work is to develop a simple microfluidic approach to characterizing liquid-liquid phase behavior in complex aqueous mixtures of organics and salts. We take advantage of the permeability of inexpensive microfluidic devices to concentrate aqueous solutions on chip. We demonstrate a technique that allows phase boundaries to be identified with high compositional resolution and small sample volumes. Droplets of single phase samples are produced on-chip and concentrated in the device beyond the phase boundary line to map system phase behavior. Results are demonstrated on ammonium sulfate and organic (polyethylene oxide) aqueous solutions and compared with macroscopic and literature results.
- 29 November 2017
- Published by Royal Society of Chemistry (RSC) in Soft Matter
- Vol. 14 (1) , 112-123
Effect of surfactant tail length and ionic strength on the interfacial properties of nanoparticle–surfactant complexes
Mixed nanoparticle–surfactant systems are effective foam stabilizing agents, but the lack of colloidal stability of the bulk dispersions makes interfacial characterization challenging. This study investigates the adsorption of CnTAB/SiO2 complexes at air/water interfaces through surface tension and interfacial rheology measurements. The effects of surfactant tail length, ionic strength, and interfacial processing on the surface properties are measured utilizing a bulk reservoir exchange methodology to avoid bulk destabilization. The surfactant structure controls the surface tension of the system, but has minimal impact on particle surface coverage or interfacial mechanics. Once adsorbed, nanoparticles remain pinned at the surface, while the surfactant is able to desorb upon bulk exchange with deionized water. Particle packing on the interface governs the interfacial mechanics, which can be modified by increasing the ionic strength of the bulk solution. Fully rigid interfaces can be generated at low particle coverages by controlling the ionic strength and interfacial processing. These findings contribute to the understanding of mixed particle–surfactant systems and inform formulation and process design to achieve the desired interfacial mechanical properties.
- 29 November 2017
- Published by Royal Society of Chemistry (RSC) in Soft Matter
- Vol. 14 (1) , 112-123
Effect of surfactant tail length and ionic strength on the interfacial properties of nanoparticle–surfactant complexes
Mixed nanoparticle–surfactant systems are effective foam stabilizing agents, but the lack of colloidal stability of the bulk dispersions makes interfacial characterization challenging. This study investigates the adsorption of CnTAB/SiO2 complexes at air/water interfaces through surface tension and interfacial rheology measurements. The effects of surfactant tail length, ionic strength, and interfacial processing on the surface properties are measured utilizing a bulk reservoir exchange methodology to avoid bulk destabilization. The surfactant structure controls the surface tension of the system, but has minimal impact on particle surface coverage or interfacial mechanics. Once adsorbed, nanoparticles remain pinned at the surface, while the surfactant is able to desorb upon bulk exchange with deionized water. Particle packing on the interface governs the interfacial mechanics, which can be modified by increasing the ionic strength of the bulk solution. Fully rigid interfaces can be generated at low particle coverages by controlling the ionic strength and interfacial processing. These findings contribute to the understanding of mixed particle–surfactant systems and inform formulation and process design to achieve the desired interfacial mechanical properties.
- 1 May 2017
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 493, 265-274
Droplet-based characterization of surfactant efficacy in colloidal stabilization of carbon black in nonpolar solvents
- 1 May 2017
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 493, 265-274
Droplet-based characterization of surfactant efficacy in colloidal stabilization of carbon black in nonpolar solvents
- 22 July 2016
- Published by Royal Society of Chemistry (RSC) in Soft Matter
- Vol. 12 (33) , 7038-7055
Insoluble layer deposition and dilatational rheology at a microscale spherical cap interface
The dilatational properties of insoluble monolayers are important for understanding the mechanics of biological systems and consumer products, but isolating the dilatational response of an interface is challenging due to the difficulties in separating dilatation from shear and other deformation modes. Oscillations of a microscale bubble radius are useful for generating purely dilatational flows, but the current deposition methods for insoluble layers onto fluid interfaces are not easily scaled down. In this paper, we describe a miscible solvent exchange procedure for generating insoluble layers at an air–water interface pinned at the tip of a capillary tens of micrometers in diameter. We show that the amount of surfactant adsorbed at the interface can be controlled by the initial concentration dissolved in isopropanol (the starting solvent) and the volumetric flow rate of solvent exchange. Surface pressure–area isotherms and dilatational moduli are measured concurrently for three insoluble surfactants: palmitic acid (PA), dimyristoylphosphatidylcholine (DMPC) and dipalmitoylphosphatidylcholine (DPPC). The isotherms measured on the microscale interface compare well with previous experiments performed on a Langmuir trough. However, the magnitudes of the dilatational moduli differ from those measured on either Langmuir trough or pendant drop apparatuses. Several possible reasons for the observed differences are discussed. A comparison of the dilatational modulus with the Gibbs elasticity is used to determine the presence of dilatational extra stresses at the interface. The isotherm and dilatational modulus of the insoluble component of the industrial surfactant Tween 80 are measured using this approach. The methods developed here also open the possibility for future study of the important role of finite size effects on microstructure formation and the resulting interfacial mechanics.
- 22 July 2016
- Published by Royal Society of Chemistry (RSC) in Soft Matter
- Vol. 12 (33) , 7038-7055
Insoluble layer deposition and dilatational rheology at a microscale spherical cap interface
The dilatational properties of insoluble monolayers are important for understanding the mechanics of biological systems and consumer products, but isolating the dilatational response of an interface is challenging due to the difficulties in separating dilatation from shear and other deformation modes. Oscillations of a microscale bubble radius are useful for generating purely dilatational flows, but the current deposition methods for insoluble layers onto fluid interfaces are not easily scaled down. In this paper, we describe a miscible solvent exchange procedure for generating insoluble layers at an air–water interface pinned at the tip of a capillary tens of micrometers in diameter. We show that the amount of surfactant adsorbed at the interface can be controlled by the initial concentration dissolved in isopropanol (the starting solvent) and the volumetric flow rate of solvent exchange. Surface pressure–area isotherms and dilatational moduli are measured concurrently for three insoluble surfactants: palmitic acid (PA), dimyristoylphosphatidylcholine (DMPC) and dipalmitoylphosphatidylcholine (DPPC). The isotherms measured on the microscale interface compare well with previous experiments performed on a Langmuir trough. However, the magnitudes of the dilatational moduli differ from those measured on either Langmuir trough or pendant drop apparatuses. Several possible reasons for the observed differences are discussed. A comparison of the dilatational modulus with the Gibbs elasticity is used to determine the presence of dilatational extra stresses at the interface. The isotherm and dilatational modulus of the insoluble component of the industrial surfactant Tween 80 are measured using this approach. The methods developed here also open the possibility for future study of the important role of finite size effects on microstructure formation and the resulting interfacial mechanics.
- 23 May 2016
- Published by American Chemical Society (ACS) in Langmuir
- Vol. 32 (22) , 5542-5551
Formation of a Rigid Hydrophobin Film and Disruption by an Anionic Surfactant at an Air/Water Interface
Hydrophobins are amphiphilic proteins produced by fungi. Cerato-ulmin (CU) is a hydrophobin that has been associated with Dutch elm disease. Like other hydrophobins, CU stabilizes air bubbles and oil droplets through the formation of a persistent protein film at the interface. The behavior of hydrophobins at surfaces has raised interest in their potential applications, including use in surface coatings, food foams and emulsions, and as dispersants. Practical use of hydrophobins requires an improved understanding of the interfacial behavior of these proteins, alone and in the presence of added surfactants. In this study, the adsorption behavior of CU at air/water interfaces is characterized by measuring the surface tension and interfacial rheology as a function of adsorption time. CU is found to adsorb irreversibly at air/water interfaces. The magnitude of the dilatational modulus increases with adsorption time and surface pressure, until the CU eventually forms a rigid film. The persistence of this film is tested through the sequential addition of the strong surfactant sodium dodecyl sulfate (SDS) to the bulk liquid adjacent to the interface. SDS is found to co-adsorb to interfaces pre-coated with a CU film. At high concentrations, the addition of SDS significantly decreases the dilatational modulus, indicating disruption and displacement of CU by SDS. Sequential adsorption results in mixed layers with properties not observed in interfaces generated from complexes formed in the bulk. These results lend insight into the complex interfacial interactions between hydrophobins and surfactants.
- 23 May 2016
- Published by American Chemical Society (ACS) in Langmuir
- Vol. 32 (22) , 5542-5551
Formation of a Rigid Hydrophobin Film and Disruption by an Anionic Surfactant at an Air/Water Interface
Hydrophobins are amphiphilic proteins produced by fungi. Cerato-ulmin (CU) is a hydrophobin that has been associated with Dutch elm disease. Like other hydrophobins, CU stabilizes air bubbles and oil droplets through the formation of a persistent protein film at the interface. The behavior of hydrophobins at surfaces has raised interest in their potential applications, including use in surface coatings, food foams and emulsions, and as dispersants. Practical use of hydrophobins requires an improved understanding of the interfacial behavior of these proteins, alone and in the presence of added surfactants. In this study, the adsorption behavior of CU at air/water interfaces is characterized by measuring the surface tension and interfacial rheology as a function of adsorption time. CU is found to adsorb irreversibly at air/water interfaces. The magnitude of the dilatational modulus increases with adsorption time and surface pressure, until the CU eventually forms a rigid film. The persistence of this film is tested through the sequential addition of the strong surfactant sodium dodecyl sulfate (SDS) to the bulk liquid adjacent to the interface. SDS is found to co-adsorb to interfaces pre-coated with a CU film. At high concentrations, the addition of SDS significantly decreases the dilatational modulus, indicating disruption and displacement of CU by SDS. Sequential adsorption results in mixed layers with properties not observed in interfaces generated from complexes formed in the bulk. These results lend insight into the complex interfacial interactions between hydrophobins and surfactants.
- Open Access
- 22 April 2016
- Published by American Chemical Society (ACS) in Langmuir
- Vol. 32 (17) , 4125-4133
Measurements of Submicron Particle Adsorption and Particle Film Elasticity at Oil–Water Interfaces
The influence of particle adsorption on liquid/liquid interfacial tension is not well understood, and much previous research has suggested conflicting behaviors. In this paper we investigate the surface activity and adsorption kinetics of charge stabilised and pH-responsive polymer stabilised colloids at oil/water interfaces using two tensiometry techniques; i) pendant drop and ii) microtensiometer. We found, using both techniques, that charge stabilised particles had little or no influence on the (dynamic) interfacial tension; although, dense silica particles affected the ‘apparent’ measured tension in the pendent drop, due to gravity driven elongation of the droplet profile. Nevertheless, this apparent change additionally allowed the study of adsorption kinetics, which was related qualitatively between particle systems by estimated diffusion coefficients. Significant and real interfacial tension responses were measured using ~53 nm core-shell latex particles with a pH-responsive polymer stabilizer of poly(methylmethacrylate) -b- poly(2-(dimethylamino)ethylmethacrylate) (pMMA-b-pDMAEMA) diblock copolymer. At pH 2, where the polymer is strongly charged, behavior was similar to that of the bare charge-stabilised particles, showing little change in the interfacial tension. At pH 10, where the polymer is discharged and poorly soluble in water, a significant decrease in the measured interfacial tension commensurate with strong adsorption at the oil-water interface was seen, which was similar in magnitude to the surface activity of the free polymer. These results were both confirmed through droplet profile and microtensiometry experiments. Dilational elasticity measurements were also performed by oscillation of the droplet; again, changes in interfacial tension with droplet oscillation were only seen with the responsive particles at pH 10. Frequency sweeps were performed to ascertain the dilational elasticity modulus, with measured values being significantly higher than previously reported for nanoparticle and surfactant systems, and similar in magnitude to protein stabilized droplets.
- 22 April 2016
- Published by American Chemical Society (ACS) in Langmuir
- Vol. 32 (17) , 4125-4133
Open AccessMeasurements of Submicron Particle Adsorption and Particle Film Elasticity at Oil–Water Interfaces
The influence of particle adsorption on liquid/liquid interfacial tension is not well understood, and much previous research has suggested conflicting behaviors. In this paper we investigate the surface activity and adsorption kinetics of charge stabilised and pH-responsive polymer stabilised colloids at oil/water interfaces using two tensiometry techniques; i) pendant drop and ii) microtensiometer. We found, using both techniques, that charge stabilised particles had little or no influence on the (dynamic) interfacial tension; although, dense silica particles affected the ‘apparent’ measured tension in the pendent drop, due to gravity driven elongation of the droplet profile. Nevertheless, this apparent change additionally allowed the study of adsorption kinetics, which was related qualitatively between particle systems by estimated diffusion coefficients. Significant and real interfacial tension responses were measured using ~53 nm core-shell latex particles with a pH-responsive polymer stabilizer of poly(methylmethacrylate) -b- poly(2-(dimethylamino)ethylmethacrylate) (pMMA-b-pDMAEMA) diblock copolymer. At pH 2, where the polymer is strongly charged, behavior was similar to that of the bare charge-stabilised particles, showing little change in the interfacial tension. At pH 10, where the polymer is discharged and poorly soluble in water, a significant decrease in the measured interfacial tension commensurate with strong adsorption at the oil-water interface was seen, which was similar in magnitude to the surface activity of the free polymer. These results were both confirmed through droplet profile and microtensiometry experiments. Dilational elasticity measurements were also performed by oscillation of the droplet; again, changes in interfacial tension with droplet oscillation were only seen with the responsive particles at pH 10. Frequency sweeps were performed to ascertain the dilational elasticity modulus, with measured values being significantly higher than previously reported for nanoparticle and surfactant systems, and similar in magnitude to protein stabilized droplets.
- Top Cited Papers
- 3 January 2016
- Published by Annual Reviews in Annual Review of Fluid Mechanics
- Vol. 48 (1) , 285-309
Droplets and Bubbles in Microfluidic Devices
Precise, tunable emulsions and foams produced in microfluidic geometries have found wide application in biochemical analysis and materials synthesis and characterization. Superb control of the volume, uniformity, and generation rate of droplets and bubbles arises from unique features of the microscale behavior of fluid interfaces. Fluid interfaces confined within microfluidic channels behave quite differently than their counterparts in unbounded flows. Confinement inhibits capillary instabilities so that breakup occurs by largely quasi-static mechanisms. The three-dimensional flow near confined interfaces in rectangular geometries and feedback effects from resistance changes in the entire microfluidic network play important roles in regulating the interfacial deformation. Timescales for transport of surfactants and particles to interfaces compete with flow timescales at the microscale, providing further opportunity for tuning the interfacial coverage and properties of individual droplets and bubbles.
- 3 January 2016
- Published by Annual Reviews in Annual Review of Fluid Mechanics
- Vol. 48 (1) , 285-309
Top Cited PapersDroplets and Bubbles in Microfluidic Devices
Precise, tunable emulsions and foams produced in microfluidic geometries have found wide application in biochemical analysis and materials synthesis and characterization. Superb control of the volume, uniformity, and generation rate of droplets and bubbles arises from unique features of the microscale behavior of fluid interfaces. Fluid interfaces confined within microfluidic channels behave quite differently than their counterparts in unbounded flows. Confinement inhibits capillary instabilities so that breakup occurs by largely quasi-static mechanisms. The three-dimensional flow near confined interfaces in rectangular geometries and feedback effects from resistance changes in the entire microfluidic network play important roles in regulating the interfacial deformation. Timescales for transport of surfactants and particles to interfaces compete with flow timescales at the microscale, providing further opportunity for tuning the interfacial coverage and properties of individual droplets and bubbles.