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Lee K, Tripathi A. Insight into Increased Recovery and Simplification of Genomic DNA Extraction Methods from Dried Blood Spots. Biopreserv Biobank 2024; 22:130-138. [PMID: 37410524 DOI: 10.1089/bio.2022.0181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/07/2023] Open
Abstract
There is no consensus on how to perform the manual extraction of nucleic acids from dried blood spots (DBSs). Current methods typically involve agitation of the DBSs in a solution for varying amounts of time with or without heat, and then purification of the eluted nucleic acids with a purification protocol. We explored several characteristics of genomic DNA (gDNA) DBS extraction such as extraction efficiency, the role of red blood cells (RBCs) in extraction and critical kinetic factors to understand if these protocols can be simplified while maintaining sufficient gDNA recovery. We found that agitation in a RBC lysis buffer before performing a DBS gDNA extraction protocol increases yield 1.5 to 5-fold, depending upon the anticoagulant used. The use of an alkaline lysing agent along with either heat or agitation was sufficient to elute quantitative polymerase chain reaction (qPCR) amplifiable gDNA in 5 minutes. This work adds insight into the extraction of gDNA from DBSs with the intention of informing a simple, standardized manual protocol for extraction.
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Affiliation(s)
- Kiara Lee
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, USA
- Brown University School of Public Health, Providence, Rhode Island, USA
| | - Anubhav Tripathi
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, USA
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2
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Hidalgo RBP, Molina-Courtois JN, Carreón YJP, Díaz-Hernández O, González-Gutiérrez J. Dried blood drops on vertical surfaces. Colloids Surf B Biointerfaces 2024; 234:113716. [PMID: 38160474 DOI: 10.1016/j.colsurfb.2023.113716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/03/2023] [Accepted: 12/13/2023] [Indexed: 01/03/2024]
Abstract
The analysis of structures in dried droplets has made it possible to detect the presence and conformational state of macromolecules in relevant biofluids. Therefore, the implementation of novel drying strategies for pattern formation could facilitate the identification of biomarkers for the diagnosis of pathologies. We present an experimental study of patterns formed by evaporating water-diluted blood droplets on a vertical surface. Three significant morphological features were observed in vertical droplet deposits: (1) The highest concentration of non-volatile molecules is consistently deposited in the lower part of the droplet, regardless of erythrocyte concentration. (2) The central region of deposits decreases rapidly with hematocrit; (3) At high erythrocyte concentrations (36-40% HCT), a broad coating of blood serum is produced in the upper part of the deposit. These findings are supported by the radial intensity profile, the relative thickness of the crown, the aspect ratio of the deformation, the relative area of the central region, and the Entropy of the Gray Level Co-occurrence Matrix Entropy (GLCM). Moreover, we explore the pattern formation during the drying of vertical blood drops. We found that hematocrit concentration has a significant impact on droplet drying dynamics. Finally, we conducted a proof-of-concept test to investigate the impact of vertical droplet evaporation on blood droplets with varying lipid concentrations. The results revealed that it is possible to differentiate between deposits with normal, slightly elevated, and moderately elevated lipid levels using only the naked eye.
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Affiliation(s)
- Roxana Belen Pérez Hidalgo
- Facultad de Ciencias en Física y Matemáticas Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
| | - Josías N Molina-Courtois
- Facultad de Ciencias en Física y Matemáticas Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
| | - Yojana J P Carreón
- Facultad de Ciencias en Física y Matemáticas Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México; CONACyT, México City, México
| | - Orlando Díaz-Hernández
- Facultad de Ciencias en Física y Matemáticas Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
| | - Jorge González-Gutiérrez
- Facultad de Ciencias en Física y Matemáticas Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México.
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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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Sefiane K, Duursma G, Arif A. Patterns from dried drops as a characterisation and healthcare diagnosis technique, potential and challenges: A review. Adv Colloid Interface Sci 2021; 298:102546. [PMID: 34717206 DOI: 10.1016/j.cis.2021.102546] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 10/06/2021] [Accepted: 10/08/2021] [Indexed: 10/20/2022]
Abstract
When particulate-laden droplets evaporate, they leave behind complex patterns on the substrate depending on their composition and the dynamics of their evaporation. Over the past two decades, there has been an increased interest in interpreting these patterns due to their numerous applications in biomedicine, forensics, food quality analysis and inkjet printing. The objective of this review is to investigate the use of patterns from dried drops as a characterisation and diagnosis technique. The patterns left behind by dried drops of various complex fluids are categorised. The potential applications of these patterns are presented, focussing primarily on healthcare, where the future impact could be greatest. A discussion on the limitations which must be overcome and prospective works that may be carried out to allow for widespread implementation of this technique is presented in conclusion.
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Hertaeg MJ, Tabor RF, Routh AF, Garnier G. Pattern formation in drying blood drops. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2021; 379:20200391. [PMID: 34148412 PMCID: PMC8405133 DOI: 10.1098/rsta.2020.0391] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/12/2021] [Indexed: 05/20/2023]
Abstract
Patterns in dried droplets are commonly observed as rings left after spills of dirty water or coffee have evaporated. Patterns are also seen in dried blood droplets and the patterns have been shown to differ from patients afflicted with different medical conditions. This has been proposed as the basis for a new generation of low-cost blood diagnostics. Before these diagnostics can be widely used, the underlying mechanisms leading to pattern formation in these systems must be understood. We analyse the height profile and appearance of dispersions prepared with red blood cells (RBCs) from healthy donors. The red cell concentrations and diluent were varied and compared with simple polystyrene particle systems to identify the dominant mechanistic variables. Typically, a high concentration of non-volatile components suppresses ring formation. However, RBC suspensions display a greater volume of edge deposition when the red cell concentration is higher. This discrepancy is caused by the consolidation front halting during drying for most blood suspensions. This prevents the standard horizontal drying mechanism and leads to two clearly defined regions in final crack patterns and height profile. This article is part of a discussion meeting issue 'A cracking approach to inventing new tough materials: fracture stranger than friction'.
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Affiliation(s)
- Michael. J. Hertaeg
- BioPRIA and Department of Chemical Engineering, Monash University, Clayton, Victoria 3800, Australia
| | - Rico F. Tabor
- School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
| | - Alexander F. Routh
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, Cambridgeshire CB3 0AS, UK
| | - Gil Garnier
- BioPRIA and Department of Chemical Engineering, Monash University, Clayton, Victoria 3800, Australia
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Abstract
Blood pools can spread on several types of substrates depending on the surrounding environment and conditions. Understanding the influence of these parameters on the spreading of blood pools can provide crime scene investigators with useful information. The focus of the present study is on phase separation, that is, when the serum spreads outside the main blood pool. For this purpose, blood pools with constant initial masses on wooden floors that were either varnished or not were created at ambient temperatures of \documentclass[12pt]{minimal}
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\begin{document}$$21~^{\circ }\hbox {C}$$\end{document}21∘C, \documentclass[12pt]{minimal}
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\begin{document}$$37~^{\circ }\hbox {C}$$\end{document}37∘C with a relative humidity varying from 20 to 90%. The range \documentclass[12pt]{minimal}
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\begin{document}$$21~^{\circ }\hbox {C}$$\end{document}21∘C to \documentclass[12pt]{minimal}
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\begin{document}$$37~^{\circ }\hbox {C}$$\end{document}37∘C covers almost all worldwide indoor cases. The same whole blood from the same donor was used for all experiments. As a result, an increase in relative humidity was found to result in an increase in the final pool area. In addition, at the three different experimental temperatures, the serum spread outside the main pool at relative humidity levels above 50%. This phase separation is more significant on varnished substrates, and does not lead to any changes in the drying morphology. This phenomenon is explained by the competition between coagulation and evaporation.
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Tanis-Kanbur MB, Kumtepeli V, Kanbur BB, Ren J, Duan F. Transient Prediction of Nanoparticle-Laden Droplet Drying Patterns through Dynamic Mode Decomposition. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2021; 37:2787-2799. [PMID: 33577318 DOI: 10.1021/acs.langmuir.0c03546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Nanoparticle-laden sessile droplet drying has a wide impact on applications. However, the complexity affected by the droplet evaporation dynamics and particle self-assembly behavior leads to challenges in the accurate prediction of the drying patterns. We initiate a data-driven machine learning algorithm by using a single data collection point via a top-view camera to predict the transient drying patterns of aluminum oxide (Al2O3) nanoparticle-laden sessile droplets with three cases according to particle sizes of 5 and 40 nm and Al2O3 concentrations of 0.1 and 0.2 wt %. Dynamic mode decomposition is used as the data-driven learning model to recognize each nanoparticle-laden droplet as an individual system and then apply the transfer learning procedure. Along 270 s of droplet drying experiments, the training period of the first 100 s is selected, and then the rest of the 170 s is predicted with less than a 10% error between the predicted and the actual droplet images. The developed data-driven approach has also achieved the acceptable prediction for the droplet diameter with less than 0.13% error and a coffee-ring thickness over a range of 2.0 to 6.7 μm. Moreover, the proposed machine learning algorithm can recognize the volume of the droplet liquid and the transition of the drying regime from one to another according to the predicted contact line and the droplet height.
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Affiliation(s)
| | - Volkan Kumtepeli
- Energy Research Institute, Nanyang Technological University, Singapore 637371
| | - Baris Burak Kanbur
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Junheng Ren
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Fei Duan
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
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8
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Pal A, Gope A, Obayemi JD, Iannacchione GS. Concentration-driven phase transition and self-assembly in drying droplets of diluting whole blood. Sci Rep 2020; 10:18908. [PMID: 33144671 PMCID: PMC7609771 DOI: 10.1038/s41598-020-76082-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 10/23/2020] [Indexed: 12/25/2022] Open
Abstract
Multi-colloidal systems exhibit a variety of structural and functional complexity owing to their ability to interact amongst different components into self-assembled structures. This paper presents experimental confirmations that reveal an interesting sharp phase transition during the drying state and in the dried film as a function of diluting concentrations ranging from 100% (undiluted whole blood) to 12.5% (diluted concentrations). An additional complementary contact angle measurement exhibits a monotonic decrease with a peak as a function of drying. This peak is related to a change in visco-elasticity that decreases with dilution, and disappears at the dilution concentration for the observed phase transition equivalent to 62% (v/v). This unique behavior is clearly commensurate with the optical image statistics and morphological analysis; and it is driven by the decrease in the interactions between various components within this bio-colloid. The implications of these phenomenal systems may address many open-ended questions of complex hierarchical structures.
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Affiliation(s)
- Anusuya Pal
- Order-Disorder Phenomena Laboratory, Department of Physics, Worcester Polytechnic Institute, Worcester, 01609, USA.
| | - Amalesh Gope
- Department of English, Tezpur University, Tezpur, 784028, India
| | - John D Obayemi
- Department of Mechanical Engineering, Worcester Polytechnic Institute, Worcester, 01609, USA
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, 01609, USA
| | - Germano S Iannacchione
- Order-Disorder Phenomena Laboratory, Department of Physics, Worcester Polytechnic Institute, Worcester, 01609, USA
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Mukhopadhyay M, Ray R, Ayushman M, Sood P, Bhattacharyya M, Sarkar D, DasGupta S. Interfacial energy driven distinctive pattern formation during the drying of blood droplets. J Colloid Interface Sci 2020; 573:307-316. [PMID: 32289626 DOI: 10.1016/j.jcis.2020.04.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 04/01/2020] [Accepted: 04/02/2020] [Indexed: 01/26/2023]
Abstract
HYPOTHESIS Dried blood droplet morphology may potentially serve as an alternative biomarker for several patho-physiological conditions. The deviant properties of the red blood cells and the abnormal composition of diseased samples are hypothesized to manifest through unique cell-cell and cell-substrate interactions leading to different morphological patterns. Identifying distinctive morphological trait from a large sample size and proposing confirmatory explanations are necessary to establish the signatory pattern as a potential biomarker to differentiate healthy and diseased samples. EXPERIMENTS Comprehensive experimental investigation was undertaken to identify the signatory dried blood droplet patterns. The corresponding image based analysis was in turn used to differentiate the blood samples with a specific haematological disorder "Thalassaemia" from healthy ones. Relevant theoretical analysis explored the role of cell-surface and cell-cell interactions pertinent to the formation of the distinct dried patterns. FINDINGS The differences observed in the dried blood patterns, specifically the radial crack lengths, were found to eventuate from the differences in the overall interaction energies of the system. A first-generation theoretical analysis, with the mean field approximation, also confirmed similar outcome and justified the role of the different physico-chemical properties of red blood cells in diseased samples resulting in shorter radial cracks.
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Affiliation(s)
- Manikuntala Mukhopadhyay
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Pin 721302 West Bengal, India
| | - Rudra Ray
- Institute of Haematology & Transfusion Medicine, Medical College, Kolkata, Pin 700073 West Bengal, India
| | - Manish Ayushman
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Pin 721302 West Bengal, India
| | - Pourush Sood
- Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Pin 721302 West Bengal, India
| | - Maitreyee Bhattacharyya
- Institute of Haematology & Transfusion Medicine, Medical College, Kolkata, Pin 700073 West Bengal, India
| | - Debasish Sarkar
- Department of Chemical Engineering, University of Calcutta, Pin 700009 West Bengal, India
| | - Sunando DasGupta
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Pin 721302 West Bengal, India.
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Hamadeh L, Imran S, Bencsik M, Sharpe GR, Johnson MA, Fairhurst DJ. Machine Learning Analysis for Quantitative Discrimination of Dried Blood Droplets. Sci Rep 2020; 10:3313. [PMID: 32094359 PMCID: PMC7040018 DOI: 10.1038/s41598-020-59847-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 01/24/2020] [Indexed: 01/30/2023] Open
Abstract
One of the most interesting and everyday natural phenomenon is the formation of different patterns after the evaporation of liquid droplets on a solid surface. The analysis of dried patterns from blood droplets has recently gained a lot of attention, experimentally and theoretically, due to its potential application in diagnostic medicine and forensic science. This paper presents evidence that images of dried blood droplets have a signature revealing the exhaustion level of the person, and discloses an entirely novel approach to studying human dried blood droplet patterns. We took blood samples from 30 healthy young male volunteers before and after exhaustive exercise, which is well known to cause large changes to blood chemistry. We objectively and quantitatively analysed 1800 images of dried blood droplets, developing sophisticated image processing analysis routines and optimising a multivariate statistical machine learning algorithm. We looked for statistically relevant correlations between the patterns in the dried blood droplets and exercise-induced changes in blood chemistry. An analysis of the various measured physiological parameters was also investigated. We found that when our machine learning algorithm, which optimises a statistical model combining Principal Component Analysis (PCA) as an unsupervised learning method and Linear Discriminant Analysis (LDA) as a supervised learning method, is applied on the logarithmic power spectrum of the images, it can provide up to 95% prediction accuracy, in discriminating the physiological conditions, i.e., before or after physical exercise. This correlation is strongest when all ten images taken per volunteer per condition are averaged, rather than treated individually. Having demonstrated proof-of-principle, this method can be applied to identify diseases.
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Affiliation(s)
- Lama Hamadeh
- Department of Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Nottingham, Clifton Campus, NG11 8NS, United Kingdom.
| | - Samia Imran
- Department of Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Nottingham, Clifton Campus, NG11 8NS, United Kingdom
| | - Martin Bencsik
- Department of Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Nottingham, Clifton Campus, NG11 8NS, United Kingdom
| | - Graham R Sharpe
- Exercise and Health Research Group, Sport, Health and Performance Enhancement (SHAPE) Research Centre, School of Science and Technology, Nottingham Trent University, Clifton Campus, NG11 8NS, United Kingdom
| | - Michael A Johnson
- Exercise and Health Research Group, Sport, Health and Performance Enhancement (SHAPE) Research Centre, School of Science and Technology, Nottingham Trent University, Clifton Campus, NG11 8NS, United Kingdom
| | - David J Fairhurst
- Department of Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Nottingham, Clifton Campus, NG11 8NS, United Kingdom
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Kumar P, Agrawal P, Chatterjee K. Challenges and opportunities in blood flow through porous substrate: A design and interface perspective of dried blood spot. J Pharm Biomed Anal 2019; 175:112772. [DOI: 10.1016/j.jpba.2019.07.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 07/09/2019] [Accepted: 07/10/2019] [Indexed: 12/13/2022]
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12
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do Nascimento RM, Ramos AP, Ciancaglini P, Hernandes AC. Blood droplets on functionalized surfaces: Chemical, roughness and superhydrophobic effects. Colloids Surf A Physicochem Eng Asp 2019. [DOI: 10.1016/j.colsurfa.2019.04.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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13
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Kubochkin NS, Ivanova NA. Droplet Shape and Wetting Behavior under the Influence of Cyclically Changing Humidity. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:5054-5059. [PMID: 30869523 DOI: 10.1021/acs.langmuir.9b00159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Relative humidity (RH) plays a crucial role in wetting and spreading phenomena by affecting the evaporation rate, evaporation modes, and spreading dynamics via precursor film formation, surface modification, and surface tension alteration. We examined the effect of the periodically varied relative humidity (RH) between low (20%) and high (85%) levels on the wetting of the droplet of nonhygroscopic (pure surfactants) and hygroscopic (ethylene glycol, glycerol) liquids on a hydrophobic surface. It was revealed that the changing RH induces two modes of transition between the wetting states of the droplet: with hysteresis and without hysteresis. Droplets of both nonhygroscopic and hygroscopic liquids exhibit shape hysteresis during the first cycle: (i) droplets of surfactants irreversibly spread saving an initial volume; and (ii) ethylene glycol and glycerol droplets irreversibly absorb the moisture, increasing the volume and the base diameter. Further, cyclically changing the RH results in the droplet breathing effect, i.e., the nonhysteresis transition of the droplet shape between two wetting states corresponding to the minimum and maximum RH levels. In the case of the glycerol droplet for three cycles of the RH variation, the volume hysteresis (the droplet volume increases in each cycle) was observed. This is determined by the moisture absorption due to high hygroscopicity of glycerol. We also revealed that for all liquids studied, the droplet spreading at each increase in RH started at reaching the RH threshold level.
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Affiliation(s)
- N S Kubochkin
- Photonics and Microfluidics Lab , Tyumen State University , Tyumen , Volodarskogo 6 625003 , Russia
| | - N A Ivanova
- Photonics and Microfluidics Lab , Tyumen State University , Tyumen , Volodarskogo 6 625003 , Russia
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14
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Li W, Ji W, Sun H, Lan D, Wang Y. Pattern Formation in Drying Sessile and Pendant Droplet: Interactions of Gravity Settling, Interface Shrinkage, and Capillary Flow. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:113-119. [PMID: 30525644 DOI: 10.1021/acs.langmuir.8b02659] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
We reported the interactions of the gravitational sedimentation, interface shrinkage, and outward capillary flow in drying droplets. This coupling effect is the inference we draw from deposition patterns of both sessile and pendant droplets, which contain particles of different sizes, evaporating on a patterned substrate. The deposition difference between sessile and pendant droplets containing microparticles indicated that gravitational sedimentation has a significant influence on the deposition morphology. The phase diagram shows that the particle deposition process can be divided into two stages: in the first stage, the competition between the interface shrinkage and the gravitational sedimentation determines whether the particles can be captured by the liquid-air interface; in the second stage, the capillary flow takes the particles inside the droplet toward the edge. The deposition morphology is the result of competition and cooperation interactions of the free setting, interface shrinkage, and outward capillary flow.
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Affiliation(s)
- Weibin Li
- National Microgravity Laboratory, Institute of Mechanics , Chinese Academy of Sciences , 100190 Beijing , China
- School of Engineering Science , University of Chinese Academy of Sciences , 100049 Beijing , China
| | - Wenjie Ji
- National Microgravity Laboratory, Institute of Mechanics , Chinese Academy of Sciences , 100190 Beijing , China
- School of Engineering Science , University of Chinese Academy of Sciences , 100049 Beijing , China
| | - Honghui Sun
- National Microgravity Laboratory, Institute of Mechanics , Chinese Academy of Sciences , 100190 Beijing , China
- School of Engineering Science , University of Chinese Academy of Sciences , 100049 Beijing , China
| | - Ding Lan
- National Microgravity Laboratory, Institute of Mechanics , Chinese Academy of Sciences , 100190 Beijing , China
- School of Engineering Science , University of Chinese Academy of Sciences , 100049 Beijing , China
| | - Yuren Wang
- National Microgravity Laboratory, Institute of Mechanics , Chinese Academy of Sciences , 100190 Beijing , China
- School of Engineering Science , University of Chinese Academy of Sciences , 100049 Beijing , China
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15
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Chen R, Zhang L, Shen W. Controlling the contact angle of biological sessile drops for study of their desiccated cracking patterns. J Mater Chem B 2018; 6:5867-5875. [PMID: 32254708 DOI: 10.1039/c8tb01979g] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Current exploration of cracking patterns of desiccated biological sessile drops as a new approach of scientific research is progressing rapidly. It has been proposed that biological fluids are naturally capable of storing information. Cracking patterns of desiccated biological sessile drops have the potential to provide a facile means to study the links between compositions of biofluids, their structures and their functions. This potential is, however, limited by our current inability to control the influences of non-pathological factors on cracking patterns. Among the non-pathological factors, the initial sessile drop contact angle has a strong influence on cracking patterns through affecting the material transport and stress distributions within the drop. In this work, we developed a method to control the initial drop contact angle on a glass surface to enable the investigation of the contact angle-induced pattern changes in a biological sessile drop. Human blood was selected as the biofluid in this study, because of its richness in cracking patterns. It has been found that the increase in the initial contact angle enlarges the orthoradial cracks close to the drop edge and compresses the width of the peripheral region. We have also concluded that the number of cracks in the central region of the desiccated pattern can be correlated with the drop contact angle. This work also provides a novel protocol for fabricating standardized substrates for studies of desiccation patterns of biological and other complex colloidal fluids.
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Affiliation(s)
- Ruoyang Chen
- Department of Chemical Engineering, Monash University, Clayton, Victoria 3800, Australia.
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16
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17
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Parsa M, Harmand S, Sefiane K. Mechanisms of pattern formation from dried sessile drops. Adv Colloid Interface Sci 2018; 254:22-47. [PMID: 29628116 DOI: 10.1016/j.cis.2018.03.007] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 02/06/2018] [Accepted: 03/19/2018] [Indexed: 10/17/2022]
Abstract
The formation of patterns after the evaporation of colloidal droplets deposited on a solid surface is an everyday natural phenomenon. During the past two decades, this topic has gained broader audience due to its numerous applications in biomedicine, nanotechnology, printing, coating, etc. This paper presents a detailed review of the experimental studies related to the formation of various deposition patterns from dried droplets of complex fluids (i.e., nanofluids, polymers). First, this review presents the fundamentals of sessile droplet evaporation including evaporation modes and internal flow fields. Then, the most observed dried patterns are presented and the mechanisms behind them are discussed. The review ends with the categorisation and exhaustive investigation of a wide range of factors affecting pattern formation.
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18
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Semenov S, Carle F, Medale M, Brutin D. Boundary conditions for a one-sided numerical model of evaporative instabilities in sessile drops of ethanol on heated substrates. Phys Rev E 2018; 96:063113. [PMID: 29347292 DOI: 10.1103/physreve.96.063113] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Indexed: 11/07/2022]
Abstract
The work is focused on obtaining boundary conditions for a one-sided numerical model of thermoconvective instabilities in evaporating pinned sessile droplets of ethanol on heated substrates. In the one-sided model, appropriate boundary conditions for heat and mass transfer equations are required at the droplet surface. Such boundary conditions are obtained in the present work based on a derived semiempirical theoretical formula for the total droplet's evaporation rate, and on a two-parametric nonisothermal approximation of the local evaporation flux. The main purpose of these boundary conditions is to be applied in future three-dimensional (3D) one-sided numerical models in order to save a lot of computational time and resources by solving equations only in the droplet domain. Two parameters, needed for the nonisothermal approximation of the local evaporation flux, are obtained by fitting computational results of a 2D two-sided numerical model. Such model is validated here against parabolic flight experiments and the theoretical value of the total evaporation rate. This study combines theoretical, experimental, and computational approaches in convective evaporation of sessile droplets. The influence of the gravity level on evaporation rate and contributions of different mechanisms of vapor transport (diffusion, Stefan flow, natural convection) are shown. The qualitative difference (in terms of developing thermoconvective instabilities) between steady-state and unsteady numerical approaches is demonstrated.
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Affiliation(s)
- Sergey Semenov
- Aix-Marseille University, IUSTI UMR 7343 CNRS, 13453 Marseille, France.,Aix-Marseille University, MADIREL UMR 7246 CNRS, 13013 Marseille, France
| | - Florian Carle
- Aix-Marseille University, IUSTI UMR 7343 CNRS, 13453 Marseille, France.,Yale Quantum Institute, Yale University, New Haven, Connecticut 06511, USA
| | - Marc Medale
- Aix-Marseille University, IUSTI UMR 7343 CNRS, 13453 Marseille, France
| | - David Brutin
- Aix-Marseille University, IUSTI UMR 7343 CNRS, 13453 Marseille, France.,Institut Universitaire de France, 75231 Paris, France
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Abstract
Wetting and evaporation of a simple sessile droplet is a very complex problem involving strongly coupled physics.
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Affiliation(s)
- D. Brutin
- Aix-Marseille University
- IUSTI UMR CNRS 7343
- Marseille
- France
- Institut Universitaire de France
| | - V. Starov
- Loughborough University
- Chemical Engineering Dept
- UK
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20
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Lanotte L, Laux D, Charlot B, Abkarian M. Role of red cells and plasma composition on blood sessile droplet evaporation. Phys Rev E 2017; 96:053114. [PMID: 29347652 DOI: 10.1103/physreve.96.053114] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Indexed: 11/07/2022]
Abstract
The morphology of dried blood droplets derives from the deposition of red cells, the main components of their solute phase. Up to now, evaporation-induced convective flows were supposed to be at the base of red cell distribution in blood samples. Here, we present a direct visualization by videomicroscopy of the internal dynamics in desiccating blood droplets, focusing on the role of cell concentration and plasma composition. We show that in diluted suspensions, the convection is promoted by the rich molecular composition of plasma, whereas it is replaced by an outward red blood cell displacement front at higher hematocrits. We also evaluate by ultrasounds the effect of red cell deposition on the temporal evolution of sample rigidity and adhesiveness.
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Affiliation(s)
- Luca Lanotte
- Centre de Biochimie Structurale CBS, CNRS UMR 5048-INSERM UMR 1054, University of Montpellier, 34090, France
| | - Didier Laux
- Institut d'Electronique et des Systèmes IES, CNRS UMR 5214, University of Montpellier, Montpellier, 34000, France
| | - Benoît Charlot
- Institut d'Electronique et des Systèmes IES, CNRS UMR 5214, University of Montpellier, Montpellier, 34000, France
| | - Manouk Abkarian
- Centre de Biochimie Structurale CBS, CNRS UMR 5048-INSERM UMR 1054, University of Montpellier, 34090, France
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Mugheirbi NA, Marsac PJ, Taylor LS. Insights into Water-Induced Phase Separation in Itraconazole–Hydroxypropylmethyl Cellulose Spin Coated and Spray Dried Dispersions. Mol Pharm 2017; 14:4387-4402. [DOI: 10.1021/acs.molpharmaceut.7b00499] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Naila A. Mugheirbi
- Department
of Industrial and Physical Pharmacy, College of Pharmacy, Purdue University, West Lafayette, Indiana 47907, United States
| | - Patrick J. Marsac
- College
of Pharmacy, University of Kentucky, 789 South Limestone Street, Lexington, Kentucky 40536, United States
| | - Lynne S. Taylor
- Department
of Industrial and Physical Pharmacy, College of Pharmacy, Purdue University, West Lafayette, Indiana 47907, United States
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Chen R, Zhang L, Zang D, Shen W. Understanding desiccation patterns of blood sessile drops. J Mater Chem B 2017; 5:8991-8998. [PMID: 32264126 DOI: 10.1039/c7tb02290e] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Desiccation of a blood sessile drop on a glass surface leads to the formation of interesting cracking patterns. These desiccation patterns have been identified to have three characteristic regions, i.e., peripheral, coronal and central regions. Driving forces responsible for the formation of cracking patterns are the redistribution of colloidal materials driven by a "coffee ring" effect and the time- and location-dependent development of internal stresses caused by water evaporation and progressive gelation from the drop edge to its center. Since the concentrations of colloidal materials, i.e., cellular components, protein macromolecules and other constituents (glucose, bilirubin and lipids) in blood, influence the cracking patterns, an understanding of these patterns can potentially reveal clues for the evaluation of health conditions and offer a low-cost diagnostic tool for human diseases. This study presents a mechanistic analysis of the pattern formation in desiccating blood sessile drops. We focus on the build-up and release of internal stresses by examining the cracking process. Optical and scanning electron microscopes (SEM) were used to capture the initiation, propagation and directions of cracks in different regions. The propagation and widening of orthoradial and radial cracks in relation to the adhesion and cohesion of the blood sessile drops were observed and characterized. New microscopic insights into internal stress releasing processes provide a new understanding of physical events occurring underneath the gelled film of the blood sessile drop and differences in the distribution of strain energy in different regions, which will aid our understanding of different cracking patterns in those regions.
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Affiliation(s)
- Ruoyang Chen
- Department of Chemical Engineering, Monash University, Clayton, Victoria 3800, Australia.
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Ahmed G, Arjmandi Tash O, Cook J, Trybala A, Starov V. Biological applications of kinetics of wetting and spreading. Adv Colloid Interface Sci 2017; 249:17-36. [PMID: 28919372 DOI: 10.1016/j.cis.2017.08.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 08/14/2017] [Accepted: 08/15/2017] [Indexed: 12/18/2022]
Abstract
Wetting and spreading kinetics of biological fluids has gained a substantial interest recently. The importance of these fluids in our lives has driven the pace of publications. Globally scientists have ever growing interest in understanding wetting phenomena due to its vast applications in biological fluids. It is impractical to review extremely large number of publications in the field of kinetics of complex biological fluids and cosmetic solutions on diverse surfaces. Therefore, biological and cosmetic applications of wetting and spreading dynamics are considered in the following areas: (i) Spreading of Newtonian liquids in the case of non-porous and porous substrates. It is shown that the spreading kinetics of a Newtonian droplet on non-porous and porous substrate can be defined through theoretical relations for droplet base radius on time, which agree well with the experimental results; (ii) Spreading of blood over porous substrates. It is shown that blood, which has a complex non-Newtonian rheology, can be successfully modelled with the help of simple power-law model for shear-thinning non-Newtonian liquids; (iii) Simultaneous spreading and evaporation kinetics of blood. This part enlightens different underlying mechanisms present in the wetting, spreading, evaporation and dried pattern formation of the blood droplets on solid substrates; (iv) Spreading over hair. In this part the wetting of hair tresses by aqueous solutions of two widely used by industry commercially available polymers, AculynTM 22 and AculynTM 33, are discussed. The influence of non-Newtonian rheology of these polymer solutions on the drainage of foams produced from these solutions is also briefly discussed.
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Harikrishnan AR, Dhar P, Gedupudi S, Das SK. Effect of Interaction of Nanoparticles and Surfactants on the Spreading Dynamics of Sessile Droplets. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2017; 33:12180-12192. [PMID: 28982242 DOI: 10.1021/acs.langmuir.7b02123] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
While a body of literature on the spreading dynamics of surfactants and a few studies on the spreading dynamics of nanocolloids exist, to the best of the authors' knowledge, there are no reports on the effect of presence of surfactants on the spreading dynamics of nanocolloidal suspensions. For the first time the present study reports an extensive experimental and theoretical study on the effect of surfactant impregnated nanocolloidal complex fluids in modulating the spreading dynamics. A segregation analysis of the effect of surfactants alone, nanoparticle alone, and the combined effect of nanoparticle and surfactants in altering the spreading dynamics have been studied in detail. The spreading dynamics of nanocolloidal solutions alone and of the surfactant impregnated nanocolloidal solutions are found to be grossly different, and particle morphology is found to play a predominant role. For the first time the present study experimentally proves that the classical Tanner's law is disobeyed by the complex fluids in the case of particle alone and combined particle and surfactant case. We also discuss the role of imbibitions across the particle wedge in the precursor film in tuning spreading dynamics. We propose an analytical model to predict the nature of dependency of contact radius on time for the complex colloids. A detailed theoretical examination of the governing factors, the interacting forces at the three phase contact line, and the effects of interplay of surfactants and the nanoparticles at the precursor film in modulating the spreading dynamics has been presented for such complex colloids.
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Affiliation(s)
- A R Harikrishnan
- Department of Mechanical Engineering, Indian Institute of Technology Madras , Chennai-600036, India
| | - Purbarun Dhar
- Department of Mechanical Engineering, Indian Institute of Technology Ropar , Rupnagar-140001, India
| | - Sateesh Gedupudi
- Department of Mechanical Engineering, Indian Institute of Technology Madras , Chennai-600036, India
| | - Sarit K Das
- Department of Mechanical Engineering, Indian Institute of Technology Madras , Chennai-600036, India
- Department of Mechanical Engineering, Indian Institute of Technology Ropar , Rupnagar-140001, India
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25
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Arjmandi-Tash O, Kovalchuk NM, Trybala A, Kuchin IV, Starov V. Kinetics of Wetting and Spreading of Droplets over Various Substrates. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2017; 33:4367-4385. [PMID: 28190350 DOI: 10.1021/acs.langmuir.6b04094] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
There has been a substantial increase in the number of publications in the field of wetting and spreading since 2010. This increase in the rate of publications can be attributed to the broader application of wetting phenomena in new areas. It is impossible to review such a huge number of publications; that is, some topics in the field of wetting and spreading are selected to be discussed below. These topics are as follows: (i) Contact angle hysteresis on smooth homogeneous solid surfaces via disjoining/conjoining pressure. It is shown that the hysteresis contact angles can be calculated via disjoining/conjoining pressure. The theory indicates that the equilibrium contact angle is closer to a static receding contact angle than to a static advancing contact angle. (ii) The wetting of deformable substrates, which is caused by surface forces action in the vicinity of the apparent three-phase contact line, leading to a deformation on the substrate. (iii) The kinetics of wetting and spreading of non-Newtonian liquid (blood) over porous substrates. We showed that in spite of the enormous complexity of blood, the spreading over porous substrate can be described using a relatively simple model: a power low-shear-thinning non-Newtonian liquid. (iv) The kinetics of spreading of surfactant solutions. In this part, new results related to various surfactant solution mixtures (synergy and crystallization) are discussed, which shows some possible direction for the future revealing of superspreading phenomena. (v) The kinetics of spreading of surfactant solutions over hair. Fundamental problems to be solved are identified.
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Affiliation(s)
- Omid Arjmandi-Tash
- Deparment of Chemical Engineering, Loughborough University , Loughborough LE11 3TU, U.K
| | - Nina M Kovalchuk
- Deparment of Chemical Engineering, Loughborough University , Loughborough LE11 3TU, U.K
- Institute of Biocolloid Chemistry , Kiev 03142, Ukraine
| | - Anna Trybala
- Deparment of Chemical Engineering, Loughborough University , Loughborough LE11 3TU, U.K
| | - Igor V Kuchin
- Deparment of Chemical Engineering, Loughborough University , Loughborough LE11 3TU, U.K
- Institute of Physical Chemistry and Electrochemistry RAS , Moscow 119071, Russia
| | - Victor Starov
- Deparment of Chemical Engineering, Loughborough University , Loughborough LE11 3TU, U.K
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Ivanova N, Kubochkin N, Starov V. Wetting of hydrophobic substrates by pure surfactants at continuously increasing humidity. Colloids Surf A Physicochem Eng Asp 2017. [DOI: 10.1016/j.colsurfa.2016.07.096] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Abstract
The role of relative humidity (RH) on the wetting behavior of droplets of two [Rmim][NTf2] ionic liquids (ILs) on a mica surface was investigated and water vapor adsorption was found to enhance the ILs precursor film formation and droplet spreading.
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Affiliation(s)
- Zhantao Wang
- Key Laboratory of Optoelectronic Devices and Systems of MOE
- Institute of Optoelectronics
- Shenzhen University
- Shenzhen 518060
- China
| | - Fuxi Shi
- College of Mechanical and Electronic Engineering
- Northwest A&F University
- Yangling 712100
- China
| | - Cunlu Zhao
- Key Laboratory of Thermo-Fluid Science and Engineering of MOE
- School of Energy and Power Engineering
- Xi'an Jiaotong University
- Xi'an 710049
- China
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28
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Kim S, Ma Y, Agrawal P, Attinger D. How important is it to consider target properties and hematocrit in bloodstain pattern analysis? Forensic Sci Int 2016; 266:178-184. [DOI: 10.1016/j.forsciint.2016.05.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Revised: 05/04/2016] [Accepted: 05/17/2016] [Indexed: 11/25/2022]
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Chen R, Zhang L, Zang D, Shen W. Blood drop patterns: Formation and applications. Adv Colloid Interface Sci 2016; 231:1-14. [PMID: 26988066 DOI: 10.1016/j.cis.2016.01.008] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 01/01/2016] [Accepted: 01/27/2016] [Indexed: 01/25/2023]
Abstract
The drying of a drop of blood or plasma on a solid substrate leads to the formation of interesting and complex patterns. Inter- and intra-cellular and macromolecular interactions in the drying plasma or blood drop are responsible for the final morphologies of the dried patterns. Changes in these cellular and macromolecular components in blood caused by diseases have been suspected to cause changes in the dried drop patterns of plasma and whole blood, which could be used as simple diagnostic tools to identify the health of humans and livestock. However, complex physicochemical driving forces involved in the pattern formation are not fully understood. This review focuses on the scientific development in microscopic observations and pattern interpretation of dried plasma and whole blood samples, as well as the diagnostic applications of pattern analysis. Dried drop patterns of plasma consist of intricate visible cracks in the outer region and fine structures in the central region, which are mainly influenced by the presence and concentration of inorganic salts and proteins during drying. The shrinkage of macromolecular gel and its adhesion to the substrate surface have been thought to be responsible for the formation of the cracks. Dried drop patterns of whole blood have three characteristic zones; their formation as functions of drying time has been reported in the literature. Some research works have applied engineering treatment to the evaporation process of whole blood samples. The sensitivities of the resultant patterns to the relative humidity of the environment, the wettability of the substrates, and the size of the drop have been reported. These research works shed light on the mechanisms of spreading, evaporation, gelation, and crack formation of the blood drops on solid substrates, as well as on the potential applications of dried drop patterns of plasma and whole blood in diagnosis.
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Affiliation(s)
- Ruoyang Chen
- Department of Chemical Engineering, Monash University, Wellington Road, Clayton Campus, Victoria 3800, Australia
| | - Liyuan Zhang
- Department of Chemical Engineering, Monash University, Wellington Road, Clayton Campus, Victoria 3800, Australia
| | - Duyang Zang
- Functional Soft Matter and Materials Group (FS2M), Key Laboratory of Space Applied Physics and Chemistry of Ministry of Education, School of Science, Northwestern Polytechnical University, Shaanxi 710129, China
| | - Wei Shen
- Department of Chemical Engineering, Monash University, Wellington Road, Clayton Campus, Victoria 3800, Australia.
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Zahidi AAA, Cheong BHP, Huynh SH, Vuong T, Liew OW, Ng TW. Glycerol–water sessile drop elongation on PTFE inclines in relation to biochemical applications. Colloids Surf A Physicochem Eng Asp 2015. [DOI: 10.1016/j.colsurfa.2015.09.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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