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Client Citation Analysis

Buffer Components Incorporate into the Framework of Polyserotonin Nanoparticles and Films during Synthesis

This study examines how synthesis-buffer chemistry affects polyserotonin (PSe) nanoparticles and films, using static contact angles on PSe films to calculate surface energy components.

At-a-Glance Summary

How the paper credits the instrument

The paper's complete attribution, Section 2.2: "Contact angles (Droplet Smart Tech, Markham, ON, Canada) and surface energy of PSe films synthesized in different buffers were also determined." No model number or software version is given. Angles were extracted by the authors' own code — "Contact angles were analyzed using a program that was written in-house" — and surface energy came from an OWRK calculation. The paper does not state which steps of this workflow the instrument performed. Droplet Smart Tech is the corporate name of Droplet Lab.

How the contact-angle data were used in the study

The static contact angles were used to compute the surface energy of PSe film-coated glass. The paper reports, in Section 3.4, that "for all buffer systems, the PSe film coating makes glass more hydrophilic," with per-buffer values given in Table S1.

What the Droplet Lab instrument did and did not do

The paper credits the static contact angles on polyserotonin films (three probe liquids) to Droplet Smart Tech; the angles were analyzed with the authors' in-house program and surface energies were calculated with the OWRK model. The paper's title finding, that buffer components incorporate into the polyserotonin framework, is shown by FTIR and XPS and supported by DFT calculations, with nanomechanics and adhesion measured by a JPK Nanowizard 4 AFM. The contact-angle data are presented in Supplementary Figure S5 and Table S1 and summarized in Section 3.4.

Paper Details

Title
Buffer Components Incorporate into the Framework of Polyserotonin Nanoparticles and Films during Synthesis
Authors
Keuna Jeon; Justin Andrei Asuncion; Alexander Lucien Corbett; Tiange Yuan; Meera Patel; Nesha May Octavio Andoy; Christian Titus Kreis; Oleksandr Voznyy; Ruby May Arana Sullan
Journal
Nanomaterials
Year
2022
Volume
12
Pages / Article
2027
License
Creative Commons Attribution (CC BY) license (CC BY 4.0)
Funding & interests
Funded by the Canada Foundation for Innovation (Project 36544), the Ontario Ministry of Research, Innovation and Science (Project 36544), NSERC (RGPIN-2017-06522) and the Connaught Fund New Researcher Award; the first author held an NSERC PGS-D. All authors are at the University of Toronto Scarborough and the University of Toronto. The paper states: "The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results." Droplet Smart Tech / Droplet Lab appears in no funding statement, no acknowledgement and no affiliation.
Supplementary materials
Figures S1–S8 and Table S1, downloadable from the article page. The contact-angle images are Figure S5 ("Contact angle images of PSe films"); the film characterisation table, including thickness and surface-energy components, is Table S1. Both are supplementary — no contact-angle data appear in the four main-text figures.
9.2
Scopus metrics (Elsevier / Scopus rating 2024)
CiteScore 2024
Scopus metrics (Elsevier / Scopus rating 2024)
CiteScore subject ranks (CiteScore 2024)
  • Q1 - General Chemical Engineering (39/274)
  • Q1 - General Materials Science (82/460)
4.3
Journal Impact Factor (Clarivate JCR)
Journal Impact Factor (JCR 2024)
4.7
Journal Impact Factor (Clarivate JCR)
5-Year Impact Factor
Journal Impact Factor (Clarivate JCR)
JCR category rank
  • Q2 - Physics, Applied
  • Q2 - Chemistry, Multidisciplinary
  • Q2 - Materials Science, Multidisciplinary
  • Q2 - Nanoscience and Nanotechnology

What Was Measured

Primary surface / interfacial measurement

Static contact angles on PSe films using three probe liquids (milli-Q water, glycerol, diiodomethane), with surface energy (including dispersive and polar components) calculated using the OWRK model.

Supporting measurements

Chemical composition via FTIR spectroscopy and X-ray photoelectron spectroscopy (XPS) — the two techniques that established the paper's title finding; film thickness via AFM scratch tests; adhesion metrics from AFM force–distance curves; particle characterization via UV–Vis, TEM, DLS, zeta potential and EPR; binding energies via DFT calculation.

Instruments Mentioned

UV–Vis absorption spectra

Cary 60 UV–Vis (Agilent Technologies, Santa Clara, CA, USA)

TEM imaging

Hitachi H-7500 (with iTEM version 5.2 software; Tokyo, Japan)

DLS (size distribution)

NanoBrook Omni (Brookhaven Instruments, Holtsville, NY, USA)

Zeta potential (PALS)

NanoBrook Omni (Brookhaven Instruments, Holtsville, NY, USA)

EPR (free radical centers)

Bruker X-band CW EMX EPR spectrometer (10” electromagnet; ER4123D resonator)

Contact angles

Droplet Smart Tech (Markham, ON, Canada); camera 0.3 Mp; angles extracted with an in-house written program; surface energy calculated with the OWRK model

AFM (quantitative imaging; nanomechanics)

Nanowizard 4 (JPK Instruments, Berlin, Germany)

Film thickness processing

JPK Image Processing software

DFT calculations

CP2K

FTIR

Fourier-transform infrared spectroscopy — produced Figure 2A, the S=O stretching peaks at 1369 and 1056 cm⁻¹ assigned to S=O stretching from the sulfur group of HEPES. The paper names no FTIR instrument, manufacturer or model in Section 2.2.

XPS

X-ray photoelectron spectroscopy — produced Figure 2B and Figure S2, including the S2p sulfur peak that, together with FTIR, provides evidence of HEPES incorporation. No instrument is named in the Methods; XPS is credited only in the Acknowledgements, to "Rana N.S. Sodhi from the Ontario Centre for Characterization of Advanced Materials (OCCAM)".

Role of the Droplet Lab instrument

Static contact angles were measured using an instrument the paper attributes as "Droplet Smart Tech, Markham, ON, Canada". Section 2.2: "20 µL of pure diiodomethane (Alfa Aesar, Haverhill, MA, USA), glycerol (BioShop, Burlington, ON, Canada), and milli-Q water were manually dropped onto the films and imaged with a camera (0.3 Mp) to estimate the angles of each drop. Contact angles were analyzed using a program that was written in-house, and the surface energy was calculated using the Owens–Wendt–Rabel–Kaelbel (OWRK) model." The paper does not state which steps of this workflow the instrument performed; the angles were analyzed with the authors' in-house program, and the surface energies are OWRK model outputs.

The contact angles and the surface energies derived from them support a result the paper reports for all four synthesis buffers: "for all buffer systems, the PSe film coating makes glass more hydrophilic, decreasing the water contact angle by over 15° and increasing the surface energy of glass from ~47 to ~61 mJ/m²." Per-buffer contact angles and surface energies are given in Table S1. The paper's buffer comparisons for the films focus on AFM adhesion force, work of adhesion and film thickness, alongside zeta potential for the nanoparticles.

Bring This Measurement Into Your Lab

If you need contact angles with several probe liquids to calculate surface energy of thin coatings, we can show you the workflow on your samples.

Method Snapshot

Notes: All four rows carry identical measurement conditions and data locations because the paper describes one contact-angle protocol for all films. In Section 3.4 the paper reports that "for all buffer systems, the PSe film coating makes glass more hydrophilic, decreasing the water contact angle by over 15° and increasing the surface energy of glass from ~47 to ~61 mJ/m²". Individual per-buffer contact angles are not given in the main text; they are in Table S1. Replicate count, temperature and relative humidity for these measurements are not stated in the paper; drops were placed manually at 20 µL, and static angles were reported.

Film system (as prepared in the study) Buffer used during synthesis Surface outputs derived from droplets Instruments Conditions (as reported) Data location (Supplementary)
PSe film-coated glass coverslips Tris Static contact angles (water, glycerol, diiodomethane); surface energy (dispersive + polar) via OWRK Droplet Smart Tech; camera (0.3 Mp); in-house program 20 µL droplets; liquids manually dropped onto films Figure S5; Table S1
PSe film-coated glass coverslips DEA Static contact angles (water, glycerol, diiodomethane); surface energy (dispersive + polar) via OWRK Droplet Smart Tech; camera (0.3 Mp); in-house program 20 µL droplets; liquids manually dropped onto films Figure S5; Table S1
PSe film-coated glass coverslips Bicine Static contact angles (water, glycerol, diiodomethane); surface energy (dispersive + polar) via OWRK Droplet Smart Tech; camera (0.3 Mp); in-house program 20 µL droplets; liquids manually dropped onto films Figure S5; Table S1
PSe film-coated glass coverslips HEPES Static contact angles (water, glycerol, diiodomethane); surface energy (dispersive + polar) via OWRK Droplet Smart Tech; camera (0.3 Mp); in-house program 20 µL droplets; liquids manually dropped onto films Figure S5; Table S1

Key Findings

PSe film coating increases hydrophilicity

The paper reports, in Section 3.4: "for all buffer systems, the PSe film coating makes glass more hydrophilic, decreasing the water contact angle by over 15°." The effect is reported as common to all four synthesis buffers; no per-buffer water contact angle is given in the main text.

Surface energy increases upon PSe film coating

Surface energy of glass increases from ~47 to ~61 mJ/m² when coated with PSe films (Table S1). These are OWRK model outputs computed from the three static contact angles (Section 2.2).

Dispersive contribution dominates the surface-energy increase

The paper notes that "although the PSe film increased the overall surface energy of the glass, there is a higher contribution from the increase in the dispersive energy component than the polar energy component (Table S1)." Its stated significance is a contrast with polydopamine: "This is significantly different from polydopamine films, where an increase in surface energy was largely driven by increasing polar energy component, independent of the substrate used." The polydopamine comparison is drawn from prior literature (Bourmaud et al. 2009; Jiang et al. 2011), not from measurements made in this study.

HEPES incorporates into the polyserotonin framework (FTIR + XPS)

The paper's title finding. Nanoparticles synthesised in HEPES showed FTIR peaks at 1369, 1056 and 838 cm⁻¹ absent from the other three buffers; the first two are assigned to S=O stretching from the sulfur group of HEPES. High-resolution XPS confirmed a S2p sulfur peak in the HEPES particles only. The paper is precise about the limit of this evidence: "HEPES, out of the four buffer components, has a unique sulfur atom that allows this difference to be identified." Direct spectroscopic evidence therefore exists for one buffer of four; for the other three the authors infer — "we posit that other buffer components are also likely to become trapped". The XPS survey spectrum showed no difference in oxygen, nitrogen or carbon composition between buffers.

DFT binding energies support incorporation, at monomer level only

All four buffer components bind favourably to a serotonin monomer at the pH 9 synthesis condition: Bicine −3.745 eV, HEPES −3.281 eV, Tris −1.640 eV, DEA −1.469 eV. Binding is weaker at pH 7 for all four, and the HEPES/Bicine order reverses (HEPES −2.638 eV, Bicine −1.733 eV). The calculation's limits are stated by the authors: "we used the structure of serotonin monomer since the mechanism of polyserotonin formation is currently unknown, and the structures of the early intermediates of nanoparticle formation have not been investigated." They note that further work is under way: "We are currently investigating whether the buffer components interact with early intermediates of polyserotonin formation, which could then lead to physical entrapment during nanoparticle growth."

What buffer choice did not change

Three null results, all stated by the authors. Elasticity: "we did not observe a significant difference in the Young's modulus of the particles as a function of the buffer system" — apparent Young's modulus was ~400 MPa across all four. Radical species: "an EPR analysis showed no difference in g-values (2.0038–2.0042) across all four buffer types further indicating the formation of the same semiquinone radical species, regardless of the buffer used." Bulk elemental composition: the XPS survey spectrum "showed no difference in the atomic composition of oxygen, nitrogen, and carbon".

Adhesion and film thickness differed between buffers (JPK Nanowizard 4 AFM)

Against an APTES-functionalised (positively charged) AFM tip, adhesion force on PSe films was 1.6 ± 0.3 nN for Tris and 1.8 ± 0.5 nN for HEPES, versus 1.2 ± 0.2 nN for both DEA and Bicine, and 0.4 ± 0.1 nN for bare glass (n = 153). Work of adhesion showed a similar pattern: Tris and HEPES 0.07 fJ, DEA 0.04, Bicine 0.03, glass 0.01 (n = 145, one-way ANOVA, p ≤ 0.001). Film thickness ranged from 1.9 ± 0.9 nm in Tris to 9.1 ± 2.1 nm in HEPES. The paper's Conclusions cite these film results, together with the nanoparticle zeta potentials, when describing how buffer choice affects the materials.

Figures & Visuals

Supplementary Figure S5 — contact angle images of PSe films

Shows the static contact angle images on PSe films for the three probe liquids used in the OWRK surface-energy analysis. The paper's own caption for this panel is simply "Contact angle images of PSe films".

Supplementary Table S1 — characterisation of PSe films on glass

Summarises film properties in the discussion of contact-angle changes and the resulting surface energy (dispersive and polar components). The same table also carries the AFM film-thickness values, from 1.9 ± 0.9 nm for Tris up to 9.1 ± 2.1 nm for HEPES.

Why It Matters

Within the study's buffer-dependent synthesis framework, the contact angle measurements characterized how PSe films change the wettability of glass. The paper reports that "for all buffer systems, the PSe film coating makes glass more hydrophilic, decreasing the water contact angle by over 15°", and the three-liquid protocol allowed that change to be expressed as surface-energy components rather than a single angle.

The surface-energy decomposition (dispersive vs polar) supported a comparison in the paper: that polyserotonin films behave differently from polydopamine films, where "an increase in surface energy was largely driven by increasing polar energy component" in the prior literature. The paper's buffer-dependent conclusions, that Tris and HEPES yield the most negative surfaces and that Tris gives the thinnest films and most monodisperse particles, are drawn from zeta potential, DLS, AFM adhesion and AFM thickness measurements.

This is an independent citation. The work was funded by the Canada Foundation for Innovation, the Ontario Ministry of Research, Innovation and Science, NSERC and the Connaught Fund, carried out at the University of Toronto Scarborough, and the authors declare no conflict of interest and record that "the funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results." Droplet Smart Tech appears nowhere in the funding, acknowledgements or affiliations; it appears once, in a Methods parenthesis, in the description of the contact angle measurements.

Expert Perspective

Expert Perspective

Adhesion fails at the interface long before it fails in the joint; surface energy tells you whether that interface was ever ready to bond in the first place.

Dr Alidad Amirfazli

Professor, Department of Mechanical Engineering, York University, Co-founder and Scientific Advisor, Droplet Lab

Practical Takeaways

Three-liquid contact-angle workflow

Static contact angles were collected using 20 µL drops of milli-Q water, glycerol, and diiodomethane, with camera-based imaging and in-house angle extraction feeding an OWRK surface-energy calculation.

Hydrophilicity shift after coating

The reported outcome for PSe film-coated glass is a reduction in water contact angle by over 15° — and the paper reports this "for all buffer systems", with no per-buffer difference given in the main text.

Surface energy rises with coating

The reported total surface energy increases from ~47 to ~61 mJ/m² when glass is coated with PSe films (Table S1) — an OWRK calculation from the three measured angles, not a directly measured quantity.

Dispersive component drives the increase

The study attributes more of the surface-energy increase to the dispersive component than to the polar component (Table S1) — the reverse of what the polydopamine literature reports, which is why the authors flag it.

Reported measurement conditions

The protocol was 20 µL drops placed manually and imaged with a 0.3 Mp camera, with angles analyzed by an in-house program and surface energies calculated with the OWRK model. Replicate count, temperature and humidity for these measurements are not stated in the paper. The paper uses these measurements to compare PSe film-coated glass with uncoated glass, where the water contact angle decreased by over 15° (Section 3.4).

FAQ

Frequently Asked Questions

What did the Droplet Lab instrument measure in this study?

The paper credits its contact angle measurements to Droplet Smart Tech, the corporate name of Droplet Lab. Drops of 20 µL of water, glycerol and diiodomethane were placed manually on polyserotonin films, imaged with a 0.3 Mp camera and analysed with an in-house program. Surface energy was then calculated with the OWRK model.

What values were reported?

The authors report that for all four synthesis buffers the polyserotonin coating made glass more hydrophilic, lowering the water contact angle by over 15° and raising the surface energy of glass from about 47 to about 61 mJ/m². Per buffer contact angles and surface energies are given in Supplementary Table S1.

What does the surface energy result suggest?

The authors note that more of the surface energy increase came from the dispersive component than from the polar component. They contrast this with published work on polydopamine films, where the increase was largely driven by the polar component.

Which measurements showed that buffer components incorporate into polyserotonin?

The incorporation evidence comes from FTIR and XPS of the nanoparticles, which showed sulfur related signals from HEPES, with DFT binding energy calculations as support. The contact angles characterize the wettability and surface energy of the films.