ArticleSensors (Basel, Switzerland)2022
Patterns in Dried Droplets to Detect Unfolded BSA.
Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Complex Adsorption Pattern Formation in Drying BSA-NaCl Droplets: Experimental Study.International journal of molecular sciences · 2026Article
- Deep Learning Based Surface Classification of Functionalized Polymer Coatings.Langmuir : the ACS journal of surfaces and colloids · 2025Article
- A low-cost picowatt calorimeter using a flexible printed circuit board.Nature communications · 2025Article
- Bovine serum albumin under the influence of alkali metal halides.RSC advances · 2025Article
- Front-Tracking and Gelation in Sessile Droplet Suspensions: What Can They Tell Us about Human Blood?Biomacromolecules · 2024Article
- Deep Learning-Based Classification of Histone-DNA Interactions Using Drying Droplet Patterns.Small science · 2024Article
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Authors and funding
7 authors.
Funding
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Abstract
The morphological analysis of patterns in dried droplets has allowed the generation of efficient techniques for the detection of molecules of medical interest. However, the effectiveness of this method to reveal the coexistence of macromolecules of the same species, but different conformational states, is still unknown. To address this problem, we present an experimental study on pattern formation in dried droplets of bovine serum albumin (BSA), in folded and unfolded conformational states, in saline solution (NaCl). Folded proteins produce a well-defined coffee ring and crystal patterns all over the dry droplet. Depending on the NaCl concentration, the crystals can be small, large, elongated, entangled, or dense. Optical microscopy reveals that the relative concentration of unfolded proteins determines the morphological characteristics of deposits. At a low relative concentration of unfolded proteins (above 2%), small amorphous aggregates emerge in the deposits, while at high concentrations (above 16%), the "eye-like pattern", a large aggregate surrounded by a uniform coating, is produced. The radial intensity profile, the mean pixel intensity, and the entropy make it possible to characterize the patterns in dried droplets. We prove that it is possible to achieve 100% accuracy in identifying 4% of unfolded BSA contained in a protein solution.
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