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Shneidman AV, Zhang CTY, Mandsberg NK, Picece VCTM, Shirman E, Paink GK, Nicolas NJ, Aizenberg J. Functional supraparticles produced by the evaporation of binary colloidal suspensions on superhydrophobic surfaces. SOFT MATTER 2024; 20:7502-7511. [PMID: 39268682 DOI: 10.1039/d4sm00458b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/17/2024]
Abstract
Hierarchically structured supraparticles can be produced by drying droplets of colloidal suspensions. Using binary suspensions provides degrees of structural and functional control beyond those possible for single components, while remaining tractable for fundamental mechanistic studies. Here, we implement evaporative co-assembly of two distinct particle types - 'large' polystyrene microparticles and 'small' inorganic oxide nanoparticles (silica, titania, zirconia, or ceria) - dried on superhydrophobic surfaces to produce bowl-shaped supraparticles. We extend this method to raspberry colloid templating, in which the binary suspension consists of titania nanoparticles together with gold-decorated polystyrene colloids. Following removal of the polymer particles, we demonstrate catalytic oxidative coupling of methanol to methyl formate using the resulting mesoporous supraparticles, showcasing their practical application.
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Affiliation(s)
- Anna V Shneidman
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
| | - Cathy T Y Zhang
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
| | - Nikolaj K Mandsberg
- Karlsruhe Institute of Technology (KIT) Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS) Kaiserstrasse 12, 76131 Karlsruhe, Germany
| | - Vittoria C T M Picece
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
- Department of Chemistry, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093 Zurich, Switzerland
- Department of Materials, ETH Zurich, Leopold-Ruzicka-Weg 4, 8093 Zurich, Switzerland
| | - Elijah Shirman
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
| | - Gurminder K Paink
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
| | - Natalie J Nicolas
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
| | - Joanna Aizenberg
- Harvard John A. Paulson School of Engineering and Applied Sciences, 150 Western Ave., Boston MA 02134, USA.
- Department of Chemistry and Chemical Biology, Harvard Univeristy 12 Oxford St, Cambridge, MA 02138, USA
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Lee J, Martin F, Goussé E, Dolivet A, Boissel F, Paul A, Burgain J, Tanguy G, Jeantet R, Le Floch-Fouéré C. Unravelling the Influence of Composition and Heat Treatment on Key Characteristics of Dairy Protein Powders Using a Multifactorial Approach. Foods 2023; 12:3192. [PMID: 37685125 PMCID: PMC10486507 DOI: 10.3390/foods12173192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/08/2023] [Accepted: 08/18/2023] [Indexed: 09/10/2023] Open
Abstract
The purpose of this study was to improve understanding of the structural and functional property changes that milk-protein concentrates undergo during production, particularly how the manufacturing route (heat treatment position and intensity), standardization (in osmosed water or ultrafiltrate permeate) and formulation (casein:whey protein (Cas:WP) ratio) influence the physico-chemical characteristics-hygroscopicity, particle size, sphericity, density and evolution of browning during storage. To obtain a comprehensive understanding of the parameters responsible for the distinctive characteristics of different powders, a multifactorial approach was adopted. Hygroscopicity depended mainly on the standardizing solution and to a lesser extent the Cas:WP ratio. The particle size of the heat-treated casein-dominant powders was up to 5 μm higher than for those that had had no heat treatment regardless of the standardizing solution, which also had no influence on the sphericity of the powder particles. The density of the powders increased up to 800 kg·m-3 with a reduced proportion of casein, and lactose and whey proteins participated in browning reactions during storage at 13 °C. In increasing order, the modality of heat treatment, the standardizing solution and the Cas:WP protein ratio influenced the key characteristics. This work is relevant for industrial applications to increase control over the functionalities of powdered products.
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Affiliation(s)
- Jeehyun Lee
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - François Martin
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
- Centre National Interprofessionnel de l’Economie Laitière (CNIEL), 75314 Paris, France;
| | - Emeline Goussé
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - Anne Dolivet
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - Françoise Boissel
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - Arnaud Paul
- Centre National Interprofessionnel de l’Economie Laitière (CNIEL), 75314 Paris, France;
- Laboratoire LIBio, Université de Lorraine, 54000 Nancy, France;
| | | | - Gaëlle Tanguy
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - Romain Jeantet
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
| | - Cécile Le Floch-Fouéré
- INRAE, Institut Agro, STLO, 35042 Rennes, France; (J.L.); (F.M.); (E.G.); (F.B.); (G.T.); (R.J.)
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Pal A, Gope A, Sengupta A. Drying of bio-colloidal sessile droplets: Advances, applications, and perspectives. Adv Colloid Interface Sci 2023; 314:102870. [PMID: 37002959 DOI: 10.1016/j.cis.2023.102870] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 03/03/2023] [Accepted: 03/03/2023] [Indexed: 04/03/2023]
Abstract
Drying of biologically-relevant sessile droplets, including passive systems such as DNA, proteins, plasma, and blood, as well as active microbial systems comprising bacterial and algal dispersions, has garnered considerable attention over the last decades. Distinct morphological patterns emerge when bio-colloids undergo evaporative drying, with significant potential in a wide range of biomedical applications, spanning bio-sensing, medical diagnostics, drug delivery, and antimicrobial resistance. Consequently, the prospects of novel and thrifty bio-medical toolkits based on drying bio-colloids have driven tremendous progress in the science of morphological patterns and advanced quantitative image-based analysis. This review presents a comprehensive overview of bio-colloidal droplets drying on solid substrates, focusing on the experimental progress during the last ten years. We provide a summary of the physical and material properties of relevant bio-colloids and link their native composition (constituent particles, solvent, and concentrations) to the patterns emerging due to drying. We specifically examined the drying patterns generated by passive bio-colloids (e.g., DNA, globular, fibrous, composite proteins, plasma, serum, blood, urine, tears, and saliva). This article highlights how the emerging morphological patterns are influenced by the nature of the biological entities and the solvent, micro- and global environmental conditions (temperature and relative humidity), and substrate attributes like wettability. Crucially, correlations between emergent patterns and the initial droplet compositions enable the detection of potential clinical abnormalities when compared with the patterns of drying droplets of healthy control samples, offering a blueprint for the diagnosis of the type and stage of a specific disease (or disorder). Recent experimental investigations of pattern formation in the bio-mimetic and salivary drying droplets in the context of COVID-19 are also presented. We further summarized the role of biologically active agents in the drying process, including bacteria, algae, spermatozoa, and nematodes, and discussed the coupling between self-propulsion and hydrodynamics during the drying process. We wrap up the review by highlighting the role of cross-scale in situ experimental techniques for quantifying sub-micron to micro-scale features and the critical role of cross-disciplinary approaches (e.g., experimental and image processing techniques with machine learning algorithms) to quantify and predict the drying-induced features. We conclude the review with a perspective on the next generation of research and applications based on drying droplets, ultimately enabling innovative solutions and quantitative tools to investigate this exciting interface of physics, biology, data sciences, and machine learning.
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Affiliation(s)
- Anusuya Pal
- University of Warwick, Department of Physics, Coventry CV47AL, West Midlands, UK; Worcester Polytechnic Institute, Department of Physics, Worcester 01609, MA, USA.
| | - Amalesh Gope
- Tezpur University, Department of Linguistics and Language Technology, Tezpur 784028, Assam, India
| | - Anupam Sengupta
- University of Luxembourg, Physics of Living Matter, Department of Physics and Materials Science, Luxembourg L-1511, Luxembourg
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Paul A, Martin F, Simard B, Scher J, Gaiani C, le Floch-Fouere C, Jeantet R, Burgain J. Deciphering the segregation of proteins in high-protein dairy powders after spray-drying. J Dairy Sci 2023; 106:843-851. [PMID: 36526460 DOI: 10.3168/jds.2022-22133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 09/09/2022] [Indexed: 12/15/2022]
Abstract
High-protein dairy powders are ingredients mainly produced by spray-drying, then subjected to aging during transport and storage. They often undergo physicochemical changes at this stage, such as the development of the Maillard reaction, primarily because of their intrinsic chemical properties, but also as a result of nonoptimal storage conditions. Components present at the particle surface are the first to be targeted by moisture and other environmental disruptions. Consequently, the identification, control, and prediction of particle surface components are useful to anticipate the effect of powder aging on product quality. Here, a new diafiltration method is proposed which fractionates proteins from a binary colloidal dispersion of 80% casein micelles and 20% whey proteins, according to their presence at the surface or core of the particle. This method shows that whey proteins are strongly enriched at the particle surface, whereas casein micelles are located at the core of the particles. This protocol also allows the identification of the rehydration kinetics for each rehydrated protein layer of the particle, revealing that 2 distinct forms of swelling occur: (1) a rapid swelling and elution of whey proteins present at the particle surface, and (2) a swelling of casein micelles located below the whey proteins, associated with a slow elution of casein micelles from the particles being rehydrated.
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Affiliation(s)
- A Paul
- Laboratoire LIBio, Université de Lorraine, F-54000 Nancy, France; Centre National Interprofessionnel de l'Economie Laitière (CNIEL), F-75314 Paris, France
| | - F Martin
- Centre National Interprofessionnel de l'Economie Laitière (CNIEL), F-75314 Paris, France; STLO, UMR 1253, INRA, L'institut Agro, F-35000 Rennes, France
| | - B Simard
- Laboratoire LIBio, Université de Lorraine, F-54000 Nancy, France
| | - J Scher
- Laboratoire LIBio, Université de Lorraine, F-54000 Nancy, France
| | - C Gaiani
- Laboratoire LIBio, Université de Lorraine, F-54000 Nancy, France; Institut Universitaire de France (IUF)
| | | | - R Jeantet
- STLO, UMR 1253, INRA, L'institut Agro, F-35000 Rennes, France
| | - J Burgain
- Laboratoire LIBio, Université de Lorraine, F-54000 Nancy, France.
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In-situ and quantitative imaging of evaporation-induced stratification in binary suspensions. J Colloid Interface Sci 2023; 630:666-675. [DOI: 10.1016/j.jcis.2022.10.103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/05/2022] [Accepted: 10/20/2022] [Indexed: 11/06/2022]
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Phase Diagram of Dairy Protein Mixes Obtained by Single Droplet Drying Experiments. Foods 2022; 11:foods11040562. [PMID: 35206038 PMCID: PMC8870937 DOI: 10.3390/foods11040562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/09/2022] [Accepted: 02/15/2022] [Indexed: 02/05/2023] Open
Abstract
Dairy powders are mainly produced by droplet spray drying, an articulated process that enables the manufacture of high added-value goods with a long shelf life and well-preserved functional properties. Despite the recent advances, a full understanding of the mechanisms occurring at the droplet scale in drying towers and, consequently, of the impact of process parameters and processed fluid characteristics on the powder properties is far from being achieved. In the wake of previous studies based on a laboratory scale approach, in this work, we provided a global picture of the drying in droplets of dairy protein mixes, i.e., whey proteins and casein micelles, which represent crucial dairy powder ingredients. Using profile visualization and optical microscopy, we explored the shape evolution in droplets with a range of protein contents and compositions typical of commercial powder production. The observation favored the evaluation of the specific role of each protein on the evaporation dynamics, and led to the construction of a phase diagram predictive of the dry droplet shape starting from the characteristics of the initial protein dispersions. Our outcomes represent a further step shedding light on the paradigm linking the physics of drying at the microscale and the nutritional properties of complex dairy powders.
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