Alexander N Baker1, Thomas R Congdon2, Sarah-Jane Richards1, Panagiotis G Georgiou1, Marc Walker3, Simone Dedola4, Robert A Field5, Matthew I Gibson. 1. Department of Chemistry, University of Warwick, CV4 7AL Coventry, U.K. 2. Department of Chemistry, University of Warwick, CV4 7AL Coventry, U.K.; Warwick Medical School, University of Warwick, CV4 7AL Coventry, U.K. 3. Department of Physics, University of Warwick, CV4 7AL Coventry, U.K. 4. Iceni Diagnostics Ltd, Norwich NR4 7GJ, U.K. 5. Iceni Diagnostics Ltd, Norwich NR4 7GJ, U.K.; Department of Chemistry and Manchester Institute of Biotechnology, University of Manchester, Manchester M1 7DN, U.K.
Abstract
Lateral flow devices are rapid (and often low cost) point-of-care diagnostics-the classic example being the home pregnancy test. A test line (the stationary phase) is typically prepared by the physisorption of an antibody, which binds to analytes/antigens such as viruses, toxins, or hormones. However, there is no intrinsic requirement for the detection unit to be an antibody, and incorporating other ligand classes may bring new functionalities or detection capabilities. To enable other (nonprotein) ligands to be deployed in lateral flow devices, they must be physiosorbed to the stationary phase as a conjugate, which currently would be a high-molecular-weight carrier protein, which requires (challenging) chemoselective modifications and purification. Here, we demonstrate that poly(vinylpyrrolidone), PVP, is a candidate for a polymeric, protein-free test line, owing to its unique balance of water solubility (for printing) and adhesion to the nitrocellulose stationary phase. End-functionalized PVPs were prepared by RAFT polymerization, and the model capture ligands of biotin and galactosamine were installed on PVP and subsequently immobilized on nitrocellulose. This polymeric test line was validated in both flow-through and full lateral flow formats using streptavidin and soybean agglutinin and is the first demonstration of an "all-polymer" approach for installation of capture units. This work illustrates the potential of polymeric scaffolds as anchoring agents for small-molecule capture agents in the next generation of robust and modular lateral flow devices and that macromolecular engineering may provide real benefit.
Lateral flow devices are rapid (and often low cost) point-of-care diagnostics-the classic example being the home pregnancy test. A test line (the stationary phase) is typically prepared by the physisorption of an antibody, which binds to analytes/antigens such as viruses, toxins, or hormones. However, there is no intrinsic requirement for the detection unit to be an antibody, and incorporating other ligand classes may bring new functionalities or detection capabilities. To enable other (nonprotein) ligands to be deployed in lateral flow devices, they must be physiosorbed to the stationary phase as a conjugate, which currently would be a high-molecular-weight carrier protein, which requires (challenging) chemoselective modifications and purification. Here, we demonstrate that poly(vinylpyrrolidone), PVP, is a candidate for a polymeric, protein-free test line, owing to its unique balance of water solubility (for printing) and adhesion to the nitrocellulose stationary phase. End-functionalized PVPs were prepared by RAFT polymerization, and the model capture ligands of biotin and galactosamine were installed on PVP and subsequently immobilized on nitrocellulose. This polymeric test line was validated in both flow-through and full lateral flow formats using streptavidin and soybean agglutinin and is the first demonstration of an "all-polymer" approach for installation of capture units. This work illustrates the potential of polymeric scaffolds as anchoring agents for small-molecule capture agents in the next generation of robust and modular lateral flow devices and that macromolecular engineering may provide real benefit.
Lateral flow devices
(LFDs) are point-of-care (POC) diagnostics
that are suited to primary care, triage, and emergency applications.[1] The most widely known LFD is the home pregnancy
test, which detects the presence of the hormone human chorionic gonadotrophin
(HCG) in urine in under 20 min.[2,3] In these devices, the
stationary phase of the LFD is nitrocellulose functionalized with
an antibody that binds HCG. Gold nanoparticles (AuNPs) functionalized
with the same antibody are in the mobile phase. This leads to the
sandwiching of HCG between the immobilized antibody on the device
surface and the antibody on the AuNPs, producing an optical signal—often
a red line; notably, other signal producing elements can be used such
as quantum dots,[4] graphene oxide,[5,6] and carbon nanotubes.[7]LFDs have
many applications beyond detecting HCG; for example,
they have been deployed for analytes such as drugs of abuse,[8] Ebola virus,[9] meningitis,[10] and SARS-COV-2.[11] The common design principle shared by the above tests is they all
use antibodies as capture agents (lateral flow immunoassays) due to
the very high affinity and selectivity of antibodies toward their
ligands (in the range of nM to pM). Despite the ubiquity of antibodies
in LFDs, there is no functional requirement that these be used as
the capture agent. There are examples of LFDs that use protein-anchored
nucleotides,[12] protein-anchored glycans,[13] and lectins[14] as
capture agents in the mobile phase and as test lines in the stationary
phase. There are potential benefits of using alternative ligand capture
molecules. For example, Baker et al. have demonstrated that the spike
protein from SARS-COV-2 (causative agent of COVID-19) can be detected
in a lateral flow/flow-through setup by using N-acetyl
neuraminic acid (NeuNAc, a glycan) as the recognition agent but required
a glycosylated protein as the test line.[13] The same system could be deployed in flow-through (no test line)
to detect COVID-19 positives in primary patient swab samples.[15]Miura et al. have made hybrid LFDs to
detect plant proteins, using
glycosylated nanoparticles as the mobile phase but still using an
antibody as the test line.[16] By moving
away from (or combining with) antibody-based detection, it may be
possible to more rapidly develop new LFDs, by enabling the development
of fully synthetic systems removing the need to raise antibodies (in,
e.g., animal models). This new approach could allow for easier manufacture
(including scaling) as well as bringing additional discriminatory
power to tests.Nearly all current LFDs use antibodies (lateral
flow immunoassays)
as the stationary phase (as well as the mobile phase) or use proteins
that are functionalized with other ligands, such as nucleic acids,
in the stationary phase. These approaches lead to three fundamental
challenges. First, the molecular weight of the test-line conjugate
must be large enough to attach to the surface, with absorption ability
decreasing with decreasing molecular weight, limiting scope to very
high-molecular-weight macromolecules.[17,18] This limit
can be overcome by increasing the surface area of the stationary phase
membrane, although this limits the choice of stationary phase membrane
material.[19] Second, bovine serum albumin
(BSA) or other proteins must be used as “anchors” to
immobilize small capture agents such as nucleotides or glycans onto
the surface of an LFD; this is further limited by the small number
of easy-to-use chemical conjugations available to functionalize carrier
proteins. Moreover, the chemical conjugation approaches used do not
provide a clear picture of the number of capture units per protein.
For example, when using glycan-functionalized BSA, a range of degrees
of glycosylation are obtained, with the number of glycans differing
by glycan used too.[20] Third, the temperature
instability of many protein-based LFDs above 30–40 °C
may prevent devices from being deployed in various low-resource settings
that lack established health infrastructures and cold chains.[21,22] This is especially problematic, as more expensive lab-based diagnostic
techniques are also not applicable, as exemplified by the COVID-19
crisis, creating a clear health inequality between higher- and lower-income
countries.[23]When considering test-line
design, all test lines used in LFDs
must be sufficiently hydrophobic to remain immobilized on the surface
of the LFD as the mobile phase passes by, but must also be hydrophilic
enough to dissolve in water for application to the stationary phase
(many organic solvents can damage stationary phase materials). It
is also common practice when designing LFDs to use a series of proteins
or polymers such as bovine serum albumin, casein, or poly(vinylpyrrolidone)
(PVP) as blocking agents (i.e., substances that coat (“block”)
the surface of the stationary phase, to prevent nonspecific binding
of the mobile phase to the stationary phase).[17,18] Blocking agents are either applied to the stationary phase as a
pretreatment before the LFD is run or contained within the buffer
of the LFD and run as a component of the mobile phase. PVP is an interesting
case, as it is widely used in LFDs as a blocking agent, is hydrophilic
enough to dissolve in water but hydrophobic enough to be immobilized
onto nitrocellulose (reflected by vinylpyrrolidone’s logP of
∼0.37),[24] is widely used in biomedical
applications,[25] and is a synthetic polymer
allowing for chemical modification. Therefore, it seemed an ideal
candidate to prove the principle that a universal polymeric anchor
for LFDs could be discovered.Herein, we explore the use of
capture-agent-functionalized PVP
as a test line in flow-through assays, lateral flow assays, and lateral
flow glycoassays,[13] as the first example
(to the best of our knowledge) of creating a synthetic polymer test
line. The performance of the test line was investigated using biotin-functionalized
PVP with streptavidin-functionalized AuNPs (as the mobile phase) in
a flow-through assay as well as free streptavidin and biotin-functionalized
AuNPs in a lateral flow assay. Further exemplification is provided
using glycosylated PVP to detect a lectin in a lateral flow glycoassay.
Crucially, the polymer molecular weight can be tuned to impact the
final output, providing a unique fine-tuning tool, not possible with
current technologies. The polymer approach is also highly modular,
as shown here. This new approach to immobilizing ligands onto the
test line will help develop the next generation of LFDs and simplify
workflows.
Results and Discussion
The primary aim of this work
was to synthesize and test the first
generation of fully synthetic, protein-free test lines for use in
LFD devices, to facilitate the development pipeline of new LFDs, using
robust polymeric anchoring agents. Poly(vinylpyrrolidone), PVP, was
chosen as the polymeric anchor, as it is widely used in LFDs as a
blocking agent—it is flowed over the nitrocellulose stationary
phase to reduce nonspecific interactions of analytes or media components.
Hence, if it is blocking nonspecific binding, we reasoned that PVP
must be sufficiently hydrophobic to interact/coat the nitrocellulose
while also being hydrophilic enough to dissolve in water,[26,27] which is an essential criterion for test-line printing from aqueous
solution.Reversible addition–fragmentation chain-transfer
(RAFT)
polymerization was employed, as it enables the synthesis of polymers
with defined chain lengths and control over end-groups (crucial to
add the binding ligand of interest). Furthermore, RAFT or MADIX (macromolecular
design by the interchange of xanthates, a specific type of RAFT) is
compatible with less-activated monomers (LAMs) such as NVP (N-vinylpyrrolidone) or VAc (vinyl acetate), which are more
challenging than, for example, (meth)acrylates to polymerize.[28−30] A xanthate chain-transfer agent (CTA) of 2-(ethoxycarbonothioylthio)-2-methylpropanoic
acid N-hydroxysuccinimide ester was designed[31] and synthesized with a N-hydroxysuccinimide
(NHS) end-group that could be substituted by primary amines as shown
in Figure A. Displacement
of the NHS end-group could also be tracked using 1H NMR
analysis.
Figure 1
Polymer synthesis. (A) Synthesis of MADIX chain-transfer agent
(CTA); (B) polymerization of N-vinylpyrrolidone (NVP);
(C) normalized molecular weight distributions from size exclusion
chromatography of PVP polymers from Table .
Polymer synthesis. (A) Synthesis of MADIX chain-transfer agent
(CTA); (B) polymerization of N-vinylpyrrolidone (NVP);
(C) normalized molecular weight distributions from size exclusion
chromatography of PVP polymers from Table .
Table 1
PVP Polymers Prepared for the Detection
of Streptavidin
polymer
[M]:[CTA]
Mn(target) (g mol–1)a
Mn(SEC) (g mol–1)b
Mn(NMR) (g mol–1)c
ĐMb
PVP50
200
22 500
4500
5900
1.33
PVP80
300
33 600
6000
9200
1.47
PVP150
500
55 900
15 100
17 000
1.72
Determined
from the feed ratio of
the monomer to chain-transfer agent assuming 100% conversion.
Calculated against poly(methyl methacrylate)
standards using 5 mM NH4BF4 in DMF as an eluent.
Determined from 1H NMR
end-group analysis by comparing the integrations of the −CH2 signals (δ 2.8 ppm) of the NHS end-group with those
of the corresponding signals of the polymer.
Three chain lengths of PVP telechelic homopolymers (DP = 50, 80,
and 150) were synthesized (as determined by 1H NMR end-group
analysis) via thermally initiated RAFT polymerization using 4,4′-azobis
(4-cyanovaleric acid) (ACVA) as a radical initiator (Figure B). Due to low conversions,
which are typically observed in the polymer synthesis of LAMs,[32] monomer to CTA ratios were higher than the target
DPs ([M]:[CTA] = 200, 300, and 500) of 50, 80, and 150, respectively.
Polymerization was also stopped at less than 100% conversion to maximize
the retention of end-groups. Size exclusion chromatography (SEC) analysis
in DMF with 5 mM NH4BF4 revealed monomodal molecular
weight distribution peaks with relatively low dispersities (ĐM ≤ 1.7) (Figure C and Table ).Determined
from the feed ratio of
the monomer to chain-transfer agent assuming 100% conversion.Calculated against poly(methyl methacrylate)
standards using 5 mM NH4BF4 in DMF as an eluent.Determined from 1H NMR
end-group analysis by comparing the integrations of the −CH2 signals (δ 2.8 ppm) of the NHS end-group with those
of the corresponding signals of the polymer.To determine if PVP provided a suitable anchor, a
model flow-through
system was devised using a biotin-end-group, which has well-characterized
and strong binding to streptavidin to test the capture principle.
[Note, flow-through is distinct from full lateral flow, which has
analyte and functionalized gold particles in the mobile phase, which
is evaluated in full later.] An amino-biotin derivative was synthesized
in three steps from ethylenediamine and biotin following procedures
from Eisenführ et al.[33] and Kaufman
et al. (Figure A).[34] A mono-t-Boc-protected diamine
was synthesized (N-Boc-ethylenediamine) and conjugated
with biotin. The Boc protecting group was then removed using TFA to
produce “biotin-NH2”, a biotin derivative
with amine functionality.[34] The biotin-NH2 was characterized by 1H and 13C NMR,
FTIR, and ESI mass spectrometry (Supporting Information). Functionalization of the PVP polymers (Figure B) was confirmed by the loss of the NHS protons
in the 1H NMR spectra and the addition of biotin-NH2 protons.
Figure 2
Synthesis of biotin-functionalized and galactosamine-functionalized
PVP polymers. (A) Synthesis of biotin derivative; (B) synthesis of
biotin-functionalized PVP polymers and galactosamine-functionalized
PVP polymers.
Synthesis of biotin-functionalized and galactosamine-functionalized
PVP polymers. (A) Synthesis of biotin derivative; (B) synthesis of
biotin-functionalized PVP polymers and galactosamine-functionalized
PVP polymers.The biotin-functionalized PVP
and an unfunctionalized PVP control
were deposited onto the nitrocellulose dipsticks as test lines, in
triplicate, of varying concentrations in water (20, 10, and 1 mg·mL–1) and then dried at 37 °C. It is noteworthy that
all dipsticks run in this work were run in triplicate, image analyzed,
and the average (mean) taken. A (commercial) gold nanoparticle (AuNP,
40 nm) functionalized with streptavidin was flowed down the surface
of the dipstick to determine if the biotin-functionalized PVP sequestered
the streptavidin-functionalized particles. As a negative mobile phase,
a previously reported galactosamine-functionalized poly(hydroxyethyl
acrylamide) (PHEA72) gold nanoparticle (16 nm) system (Gal–PHEA72@AuNP16) was used, which has no affinity to biotin
(Figure ).[13]
Figure 3
Schematic of dipstick flow-through assay and example dipsticks.
(A) Design of dipstick; (B) flow-through with biotin-functionalized
PVP test line where streptavidin-functionalized AuNPs flow and engage
the test line, resulting in signal generation; C) flow-through with
unfunctionalized PVP test line where streptavidin-functionalized AuNPs
flow and do not engage the test line, resulting in no signal generation;
(D) flow-through with biotin-functionalized PVP test line where Gal-functionalized
AuNPs flow and do not engage the test line, resulting in no signal
generation; (E) flow-through with unfunctionalized PVP test line where
Gal-functionalized AuNPs flow and do not engage the test line, resulting
in no signal generation.
Schematic of dipstick flow-through assay and example dipsticks.
(A) Design of dipstick; (B) flow-through with biotin-functionalized
PVP test line where streptavidin-functionalized AuNPs flow and engage
the test line, resulting in signal generation; C) flow-through with
unfunctionalized PVP test line where streptavidin-functionalized AuNPs
flow and do not engage the test line, resulting in no signal generation;
(D) flow-through with biotin-functionalized PVP test line where Gal-functionalized
AuNPs flow and do not engage the test line, resulting in no signal
generation; (E) flow-through with unfunctionalized PVP test line where
Gal-functionalized AuNPs flow and do not engage the test line, resulting
in no signal generation.All dipsticks that used
a test line of biotin-functionalized PVPs
successfully bound the streptavidin AuNPs at all concentrations of
the applied test line. Example dipsticks and the surface image analysis
are provided in Figure A. Images of all dipsticks and analysis are provided in the Supporting
Information (Tables S4–S6 and Figures S23–S25). No nonspecific binding
was observed to any of the triplicate controls at 20 mg·mL–1 (except perhaps weak binding in one PVP50 test strip to the streptavidin–AuNP40), although
a “bleeding” effect (smearing of the test spot) was
observed at higher test-line concentrations (10 and 20 mg·mL–1), indicating that the test-line concentration impacts
binding and likely saturates the nitrocellulose membrane (Figure B). Interestingly
the best polymer system, i.e., the system that provided the highest
signal response, varied by concentration of test line applied, although
all gave a positive signal in all triplicates run, with no observable
off-target binding to the unfunctionalized PVP test line seen in the
10 or 1 mg·mL–1 triplicates. This was first
determined visually and then measured by digitally analyzing the image
(Figure A) and signal-to-noise
ratios determined (Figure C). The PVP80–biotin system had the highest
signal response at 10 mg·mL–1 but the lowest
at 20 mg·mL–1, while the PVP50–biotin
system had the highest response at just 1 mg·mL–1, while PVP80–biotin and PVP150–biotin
were comparable. This indicates that the systems produced require
tuning to find the correct test line and concentration for the application;
this additional tunability gained from varying polymer chain length
is another benefit of the polymeric system versus protein-based systems.
Figure 4
Analysis
of flow-through dipstick assays. (A) Analysis of PVP50–biotin
and unfunctionalized PVP50 (1 mg·mL–1) versus streptavidin-functionalized AuNPs and galactosamine-functionalized
AuNPs, with example dipstick of PVP50–biotin versus
streptavidin–AuNP40; (B) representative example
dipsticks and graphical representation of test-line “bleeding”
effect at high (top, 20 mg·mL–1) and lower
test-line concentrations (bottom, 1 mg·mL–1); (C) intensity of PVP and PVP–biotin at varying concentrations
versus streptavidin-functionalized AuNP40 (signal-to-noise
ratio (PVP–biotin intensity/PVP intensity) is provided in brackets).
Analysis
of flow-through dipstick assays. (A) Analysis of PVP50–biotin
and unfunctionalized PVP50 (1 mg·mL–1) versus streptavidin-functionalized AuNPs and galactosamine-functionalized
AuNPs, with example dipstick of PVP50–biotin versus
streptavidin–AuNP40; (B) representative example
dipsticks and graphical representation of test-line “bleeding”
effect at high (top, 20 mg·mL–1) and lower
test-line concentrations (bottom, 1 mg·mL–1); (C) intensity of PVP and PVP–biotin at varying concentrations
versus streptavidin-functionalized AuNP40 (signal-to-noise
ratio (PVP–biotin intensity/PVP intensity) is provided in brackets).Following the successful demonstration of a flow-through
system
with biotin-functionalized PVPs as a test line, the next step was
to create a lateral flow setup that sensed for free streptavidin in
solution, which requires biotin-functionalized AuNPs, coated with
a noninteracting water-soluble polymer. Therefore, a series of biotin-functionalized
poly(N-hydroxyethyl acrylamide)s (PHEA) were synthesized
and immobilized on 16 and 40 nm gold nanoparticles (Figure A,B). PHEA was chosen because
of its colloidal stability,[35−37] solubility, and its established
use to functionalize gold nanoparticles for lateral flow and flow-through
devices.[13] Using a pentafluorophenyl-2-dodecylthiocarbonothioylthio)-2-methylpropanoate
(PFP-DMP) chain-transfer agent (CTA) (see Supporting Information for a detailed synthetic procedure), a series of
PHEA homopolymers were prepared (DP = 53, 72, 110, as determined by
SEC, Figure C and Table ) according to a previously
described protocol.[13] Biotin installation
as the end-groups of PHEA homopolymers was achieved by the reaction
of the pentafluorophenol (PFP) end-group at the α-terminus with
biotin-NH2. The functionalized polymers were characterized
by 1H and 19F NMR and FTIR with successful conjugation
of biotin-NH2 confirmed by loss of the PFP fluorine peaks
in 19F NMR. The gold nanoparticles produced were characterized
by UV–vis, DLS (Supporting Information Figures S13–S22 and Table S3), and X-ray photoelectron spectroscopy (XPS) (Figure D and Supporting Information Figures S35–S43 and Tables S20 and S21). The increase in the N 1s/C 1s ratios in the XPS spectra
for the polymer-coated particles and the increased presence of amine
and amide in the C 1s spectra compared to the citrate-stabilized (“naked”)
nanoparticles confirmed the presence of polymers on the nanoparticles,
alongside a shift in the UV–vis spectra. The library-based
design approach to synthesizing AuNP systems for lateral flow and
flow-through assays has been established by Baker et al.[13] as a method to find the appropriately sized
polymer-coated gold particle for the intended diagnostic application.
Figure 5
Synthesis
of PHEA polymers and AuNPs. (A) Polymerization of N-hydroxyethyl acrylamide (HEA) and postfunctionalization
with a biotin derivative; (B) synthesis of polymer-functionalized
AuNPs; (C) normalized size exclusion chromatography analysis of PHEA
polymers from Table ; (D) C 1s XPS scan of biotin–PHEA72@AuNP40..
Table 2
PHEA Polymers Prepared
for the Detection
of Streptavidin
polymer
[M]:[CTA]
Mn(target) (g mol–1)a
Mn(SEC) (g mol–1)b
Mn(NMR) (g mol–1)c
ĐMb
PHEA53
28
3800
6600
6000
1.24
PHEA72
40
5100
8900
8600
1.28
PHEA110
70
8600
13 000
14 000
1.27
Determined
from the feed ratio of
the monomer to chain-transfer agent.
Calculated against poly(methyl methacrylate)
standards using 5 mM NH4BF4 in DMF as an eluent.
Determined from 1H NMR
end-group analysis by comparing the integrations of the −CH3 signals (δ 0.92 ppm) of the dodecyl end-group with
those of the corresponding signals of the polymer.
Synthesis
of PHEA polymers and AuNPs. (A) Polymerization of N-hydroxyethyl acrylamide (HEA) and postfunctionalization
with a biotin derivative; (B) synthesis of polymer-functionalized
AuNPs; (C) normalized size exclusion chromatography analysis of PHEA
polymers from Table ; (D) C 1s XPS scan of biotin–PHEA72@AuNP40..Determined
from the feed ratio of
the monomer to chain-transfer agent.Calculated against poly(methyl methacrylate)
standards using 5 mM NH4BF4 in DMF as an eluent.Determined from 1H NMR
end-group analysis by comparing the integrations of the −CH3 signals (δ 0.92 ppm) of the dodecyl end-group with
those of the corresponding signals of the polymer.The DLS (dynamic light scattering)
analysis of the biotin-functionalized
16 nm gold particles indicated some aggregation at all polymer lengths.
This was observed in the dipsticks, run in triplicate, where the particles
aggregated at the solvent front and on the PVP test lines even when
no analyte and off-target protein (UEA, Ulex europaeus agglutinin I) at 0.05 mg·mL–1 was present
(Supporting Information Tables S7–S9). However, greater aggregation at the solvent front was observed
in systems containing streptavidin, indicating affinity toward streptavidin;
this was observed visually by more intense coloration at the solvent
front, decreased background along the strips, and decreased coloration
in the wick—indicating that fewer AuNPs passed the solvent
front. Note, a PVP test concentration of 10 mg·mL–1 was chosen to decrease the bleeding effect observed in the flow-through
devices.The biotin–PHEA-functionalized 40 nm gold particles
were
more stable in solution than the 16 nm particles. However, aggregation
at the solvent front and with streptavidin at the solvent front was
observed in the biotin–PHEA72@AuNP40 system
but less so in the biotin–PHEA110@AuNP40 system (Supporting Information Tables S10–12 and Figures S26–28). Furthermore,
off-target binding to the 10 mg·mL–1 PVP–biotin
test lines was observed in all biotin–PHEA110@AuNP40 systems. Hence, the concentration of the test line was decreased
to 1 mg·mL–1. At this concentration, the biotin–PHEA110@AuNP40 system bound to streptavidin at a protein
concentration of 0.05 mg·mL–1, and this AuNP–analyte
complex was successfully bound by the PVP150–biotin
test line (in all triplicates) with minimal nonspecific binding observed
in the UEA or no analyte system (Figures and 7, Supporting Information Table 3 and Figure S29). Notably, aggregation of the AuNP
system with streptavidin was observed at the solvent front likely
reducing signal and leading to increased background in the controls.
This experiment confirmed that functionalized PVP test lines could
be used successfully in LFDs.
Figure 6
Schematic of dipstick lateral flow assay and
example dipsticks.
(A) Design of dipstick; (B) lateral flow with biotin-functionalized
PVP test line with no analyte in solution, and biotin–PHEA-functionalized
AuNPs flow and do not engage the test line, resulting in no signal
generation; (C) lateral flow with biotin-functionalized PVP test line
with streptavidin (0.05 mg·mL–1) in solution,
and biotin-functionalized AuNPs flow and do engage the test line,
resulting in signal generation; (D) lateral flow with biotin-functionalized
PVP test line with UEA (0.05 mg·mL–1) in solution,
and biotin-functionalized AuNPs flow and do engage the test line,
resulting in no signal generation.
Figure 7
Analysis
of scanned lateral flow strips using test lines of PVP150–biotin. (A) PVP150–biotin (1 mg·mL–1) versus either no analyte, streptavidin (0.05 mg·mL–1), or UEA (0.05 mg·mL–1) used
with biotin–PHEA110@AuNP40 (inset example
dipstick from PVP150–biotin versus streptavidin);
(B) intensity of PVP (1 mg·mL–1) and PVP–biotin
(1 mg·mL–1) versus streptavidin of varying
concentrations using with biotin–PHEA110@AuNP40 (signal-to-noise ratio (PVP–biotin intensity/PVP intensity)
is provided in brackets).
Schematic of dipstick lateral flow assay and
example dipsticks.
(A) Design of dipstick; (B) lateral flow with biotin-functionalized
PVP test line with no analyte in solution, and biotin–PHEA-functionalized
AuNPs flow and do not engage the test line, resulting in no signal
generation; (C) lateral flow with biotin-functionalized PVP test line
with streptavidin (0.05 mg·mL–1) in solution,
and biotin-functionalized AuNPs flow and do engage the test line,
resulting in signal generation; (D) lateral flow with biotin-functionalized
PVP test line with UEA (0.05 mg·mL–1) in solution,
and biotin-functionalized AuNPs flow and do engage the test line,
resulting in no signal generation.Analysis
of scanned lateral flow strips using test lines of PVP150–biotin. (A) PVP150–biotin (1 mg·mL–1) versus either no analyte, streptavidin (0.05 mg·mL–1), or UEA (0.05 mg·mL–1) used
with biotin–PHEA110@AuNP40 (inset example
dipstick from PVP150–biotin versus streptavidin);
(B) intensity of PVP (1 mg·mL–1) and PVP–biotin
(1 mg·mL–1) versus streptavidin of varying
concentrations using with biotin–PHEA110@AuNP40 (signal-to-noise ratio (PVP–biotin intensity/PVP intensity)
is provided in brackets).To confirm it is the biotin that the streptavidin specifically
binds in the test lines; streptavidin at 0.05 mg·mL–1 with biotin–PHEA110@AuNP40 particles
was tested against biotin-functionalized and unfunctionalized PVP
test lines at a test-line concentration of 1 mg·mL–1 (Supporting Information Table S14 and S30). While weak binding was observed to the unfunctionalized PVP50 test line, binding was far stronger to the PVP50–biotin test line and all other biotin-functionalized test
lines versus their unfunctionalized equivalents, with no binding to
the unfunctionalized PVP150 test line observed in any of
the triplicates. It is notable that signal intensity decreased with
PVP chain length—likely because relative biotin concentration
on the test line decreases as polymer chain length increases (as test-line
concentration is measured by mass not molarity), although the decrease
in off-target binding to unfunctionalized PVP150 led to
a high signal-to-noise ratio for the PVP150–biotin
system (Figure B).
Attempts to use a lower concentration of streptavidin (0.005 mg·mL–1) and the PVP150–biotin test line
were unsuccessful, with a signal-to-noise ratio of ∼1. However,
binding to the PVP80–biotin was observed at this
concentration (0.005 mg·mL–1 streptavidin)
versus unfunctionalized PVP80 (signal-to-noise ratio of
>7), likely due to decreased aggregation at the solvent front between
the particles and streptavidin (Figure B, Supporting Information Tables S15 and S31), indicating the need to tune the AuNP system for
the target analyte and test line used in a finished device.In comparison to antibody-based lateral flow immunoassays that
often have limits of detection ranging from micrograms to nanograms
per milliliter,[38] this system when targeting
streptavidin has a limit of detection (LOD) of ∼0.05–0.005
mg·mL–1 or ∼0.8–0.08 nmol·mL–1 for the PVP150–biotin and PVP80–biotin systems. This is higher than many commercially
available lateral flow immunoassays but is comparable to commercial
pregnancy test LFDs with molar LODs of ∼0.7–0.07 nmol·mL–1.[39]While biotin–streptavidin
is an excellent model system,
its low Kd (∼10–14 mol·dm–3)[40] is
not representative of many analyte-capture agent scenarios that have
lower affinity (higher Kd). Therefore,
soybean agglutinin (SBA), a lectin with a known affinity for galactosamine,
was chosen as an analyte. We have previously designed and validated
an appropriate gold nanoparticle system (Gal–PHEA72@AuNP16) to sense specifically for SBA in an LFD device
using protein agents to immobilize the glycan to the stationary phase.[13] It was anticipated that the PVP test lines functionalized
with galactosamine may not perform as well as their glycan–BSA
counterpart (Galα1–3Galβ1–4GlcNAc–BSA).
This is likely due to the loss of the cluster glycoside effect (the
glycan–BSA used carried >20 glycans per BSA protein as reported
by the manufacturer) and the use of galactosamine (with free anomeric
position) as the binding glycan in the PVP system. Initial attempts,
in triplicate, to use 20 mg·mL–1 galactosamine-functionalized
PVPs and an SBA concentration in solution of 0.05 mg·mL–1 proved unsuccessful with no binding observed to the SBA (Supporting Information Table S16). However, no
off-target binding was observed to either the no-lectin, UEA, or unfunctionalized
PVP systems (in any test), which was promising. A higher concentration
of SBA (0.5 mg·mL–1) was therefore chosen for
the lateral flow glycoassay (Supporting Information Table S17 and Figure S32). While
this concentration of SBA did lead to nonspecific binding of the SBA–particle
complex to the unfunctionalized PVP test line in all cases and in
all triplicates; stronger signals were observed in the PVP150–Gal system (Figure ), with the PVP150–Gal system (signal) versus
the unfunctionalized PVP150 system (noise) having a signal-to-noise
ratio of 2.44 (Figure C). This indicates that the limit of detection (LOD) of SBA is between
∼0.5–0.05 mg·mL–1. This compares
well to a system using the same nanoparticles in a setup against a
test line of Galα1–3Galβ1–4GlcNAc–BSA
(1 mg·mL–1), with an LOD of ∼0.02 mg·mL–1.[100] Considering the PVP
does not (likely) benefit from the cluster glycoside effect to the
same extent as a multivalent protein surface,[41] the LOD achieved is promising. Although, it is possible that the
lectins can bind multiple PVP chains, depending on their exact orientation
on the surface. Notably, the PVP-based system is not as sensitive
as antibody-based LFDs, such as those for ricin (LOD ≈ 20 ng·mL–1)[42] or a concanavalin A
(LOD ∼ 0.1 μg·mL–1),[16] but it does indicate the potential for the integration
of polymer systems into LFDs.
Figure 8
Lateral flow strips and analysis using test
lines of PVP150–Gal and PVP150 (20 mg·mL–1). (A) Example lateral flow strips using test lines
of PVP150–Gal and PVP150 (20 mg·mL–1) versus no analyte, SBA (0.5 mg·mL–1), and
UEA (0.5 mg·mL–1), using Gal–PHEA72@AuNP16; (B) analysis of scanned lateral flow
strips using test lines of PVP150–Gal and PVP150 (20 mg·mL–1) versus either no analyte,
SBA (0.5 mg·mL–1), and UEA (0.5 mg·mL–1); (C) intensity of PVP (20 mg·mL–1) and PVP–Gal (20 mg·mL–1) versus SBA
(0.5 mg·mL–1) (signal-to-noise ratio (PVP–Gal intensity/PVP intensity) is provided in brackets).
Lateral flow strips and analysis using test
lines of PVP150–Gal and PVP150 (20 mg·mL–1). (A) Example lateral flow strips using test lines
of PVP150–Gal and PVP150 (20 mg·mL–1) versus no analyte, SBA (0.5 mg·mL–1), and
UEA (0.5 mg·mL–1), using Gal–PHEA72@AuNP16; (B) analysis of scanned lateral flow
strips using test lines of PVP150–Gal and PVP150 (20 mg·mL–1) versus either no analyte,
SBA (0.5 mg·mL–1), and UEA (0.5 mg·mL–1); (C) intensity of PVP (20 mg·mL–1) and PVP–Gal (20 mg·mL–1) versus SBA
(0.5 mg·mL–1) (signal-to-noise ratio (PVP–Gal intensity/PVP intensity) is provided in brackets).Decreasing the concentration of the PVP test-line systems was attempted
but yielded mixed results (Supporting Information Tables S18 and 19 and Figures S33 and 34), indicating that the 20 mg·mL–1 PVP150–Gal system is the optimum for this particular particle
system and analyte. Interestingly, this is different from the concentration
used in the biotin-functionalized PVP lateral flow system and the
optimum chain length in some of the flow-through assays. This indicates
the need to tune each system depending on the application, again highlighting
the tunability benefits of polymer chemistry over protein-based systems.
Furthermore, the background could be improved by adjusting the buffer,
tuning the AuNP system, or treating the membrane. Meanwhile, the signal
could be improved by printing the test line, rather than using “by
hand” deposition of a test spot or using a more complex glycan
with greater affinity for SBA. These sorts of modifications were however
beyond the scope of this work that focuses on a proof of concept for
polymeric test lines.
Conclusions
Here, the concept of
a fully synthetic, protein-free, polymeric
lateral flow test-line is validated and explored for the first time.
It is shown to be a promising alternative to the established protein-based
anchoring reagents. Poly(vinylpyrrolidone), PVP, was identified as
promising immobilization agent, based on its widespread use as a “blocking
agent”, which is sufficiently hydrophobic to adhere to nitrocellulose
stationary phases but still being water-soluble, which is essential
for production/printing of the test line. PVP was synthesized by RAFT/MADIX
polymerization using an N-hydroxy-succinimide (NHS)-functionalized
chain-transfer agent, which allowed subsequent installation of a glycan
or biotin, as a capture ligand. The polymer anchor was shown to allow
capture in flow-through and lateral flow systems, leading to specific
binding with limited off-target (nonspecific) binding. A key observation
was that the chain length of the PVP (as well as the concentration
applied) was crucial to optimize the signal generation and specificity.
For example, in the flow-through system when targeting streptavidin-functionalized
particles in the mobile phase, the best PVP–biotin chain length
varied with the concentration of the test line used. Meanwhile, in
the lateral flow system when targeting streptavidin, a 1 mg·mL–1 test line of PVP150–biotin was
best, and in the lateral flow glycoassay, when targeting SBA, a 20
mg·mL–1 PVP150–Gal test line
was best.We anticipate that the polymeric system discussed
(PVP) could be
used as a multifunctional scaffold or platform to present other capture
agents such as short amino acid or nucleotide sequences and enable
a wider range of end-group functionality beyond amide chemistry (i.e.,
click chemistry approaches). The ability to tune the molecular weight
of a polymeric test line will allow further fine-tuning, in contrast
to protein-based anchors. Furthermore, the addition of multivalency
to the system could also be explored while maintaining synthetic control
over the number of capture agents per polymer anchor unit. Plus, there
exists many thousands of potential (co)polymer structures, which provide
further opportunities to refine the polymer test-line approach. In
summary, the PVP scaffolds presented and validated here provide the
first examples of a tunable and multifunctional polymeric test-line
capture system for lateral flow devices and further epitomize the
potential of applying polymer chemistry to LFDs.
Experimental
Section
Materials
All chemicals were used as supplied unless
otherwise stated. N-Hydroxyethyl acrylamide (97%),
4,4′-azobis(4-cyanovaleric acid) (ACVA, 98%), 4-(dimethylamino)pyridine
(DMAP, >98%), mesitylene (reagent grade), triethylamine (TEA, >99%),
sodium citrate tribasic dihydrate (>99%), gold(III) chloride trihydrate
(99.9%), potassium phosphate tri basic (≥98%, reagent grade), N,N′-diisopropylcarbodiimide (DIC,
99%), 1-vinyl-2-pyrrolidone (≥98.0% for synthesis), DMSO (ACS
reagent, ≥99.9%), deuterated DMSO (DMSO-d6, ≥99%), deuterium oxide (D2O, 99.9%), deuterated
chloroform (CDCl3, 99.8%), deuterated methanol (CD3OD, (≥99.8%), diethyl ether (≥99.8%, ACS reagent
grade), methanol (≥99.8%, ACS reagent grade), toluene (≥99.7%,),
di-tert-butyl dicarbonate (≥98.0%), Tween-20
(molecular biology grade), HEPES, PVP40 (poly(vinylpyrrolidone)400 (average Mw ≈ 40 000),
carbon disulfide (≥99.8%), acetone (≥99%), 1-dodecanethiol
(≥98%), biotin (≥99%, HPLC lyophilized powder), 40 nm
gold nanoparticles (OD1 in citrate buffer), streptavidin–gold
(40 nm) from Streptomyces avidinii,
pentafluorophenol (≥99%, reagent plus), N-hydroxysuccinimide
(98%), ethylenediamine (≥99.5%), ethyl acetate (≥99.5%),
trifluoroacetic acid (TFA, ≥99%, reagent plus), sodium azide
(≥99.5%, reagent plus), and potassium permanganate (≥99%)
were purchased from Sigma-Aldrich. Potassium ethyl xanthate (98%)
was purchased from Alfa Aesar. DMF (>99%) and 2-bromo-2-methyl-propionic
acid (98%) were purchased from Acros Organics. Galactosamine HCl and
1-ethyl-3-(3-(dimethylamino)propyl)carbodiimide hydrochloride (EDCI,
>98%) were purchased from Carbosynth. Hexane fraction from petrol
(lab reagent grade), DCM (99% lab reagent grade), sodium hydrogen
carbonate (≥99%), ethyl acetate (≥99.7%, analytical
reagent grade), sodium chloride (≥99.5%), calcium chloride,
40–60 petroleum ether (lab reagent grade), hydrochloric acid
(∼37%, analytical grade), glacial acetic acid (analytical grade)
and magnesium sulfate (reagent grade), THF (HPLC), chloroform (≥99%),
Molecular Sieve type 4 Å nominal pore size (general purpose grade),
and 1,4-dioxane (≥99%) were purchased from Thermo Fisher Scientific.
Ethanol absolute was purchased from VWR International. Nitrocellulose
Immunopore RP 90–150 s/4 cm 25 mm was purchased from GE Healthcare.
Lateral flow backing cards, 60 by 301.58 mm (KN-PS1060.45 with KN211
adhesive), were purchased from Kenosha Tapes. Cellulose fiber wick
material, 20 cm by 30 cm by 0.825 mm (290 gsm and 180 mL/min) (Surewick
CFSP223000) was purchased from EMD Millipore. Soybean agglutinin and Ulex Europaeus Agglutinin I were purchased from Vector
Laboratories. Spectra/Por 7 Dialysis Membrane Pretreated RC (regenerated
cellulose) Tubing MWCO: 1 kDa was purchased from Spectrum Laboratories.
Streptavidin lyophilized was purchased from Stratech Scientific. Ultrapure
water used for buffers was Milli-Q grade, 18.2 mΩ·cm resistance.
10.27g (61.50 mmol) of 2-bromo-2-methyl-propionic acid was dissolved
in 60 mL of ethanol. 15.00 g (93.57 mmol) of potassium O-ethyl xanthate was added, and the mixture was stirred for 38 h at
RTP. The reaction mixture was filtered under gravity, and the filtrate
was diluted with 400 mL of diethyl ether. The organic layer was washed
with water (200 mL × 3), and the aqueous layers were combined
and acidified with 6 M HCl. The aqueous layers were extracted with
diethyl ether (200 mL × 3) and combined with all organic layers.
The solution was dried with MgSO4 and filtered under gravity.
The solvent was removed under vacuum to form a yellow oil.8.83
g (42.45 mmol) of crude product (2-((ethoxycarbonothioyl)thio)-2-methylpropanoic
acid) and 9.50 g (82.54 mmol) of N-hydroxysuccinimide
were added to an empty RBF and purged with nitrogen before 40 mL of
anhydrous THF was added; the solution was then degassed for a further
20 min. The solution was cooled to 0 °C, and 8 mL (9.93 g, 78.65
mmol) of N,N-diisopropyl carbodiimide
was added dropwise over 10 min. The flask was put under positive nitrogen
pressure and stirred for 48 h. The solution was filtered under gravity,
and the filtrate solvent was removed under vacuum. The crude solid
was dissolved in 100 mL of diethyl ether and 100 mL of saturated NaHCO3 solution. The organic layer was washed with water (100 mL
× 3) and 100 mL of brine once. The organic layer was dried with
MgSO4 and filtered under gravity. The solvent was then
removed from the filtrate under vacuum. The crude product was recrystallized
in ethyl acetate overnight at −8 °C, washed with cold
hexane, and dried to give yellow crystals (25.2%). δH (300 MHz, CDCl3) 4.69 (2H, q, J 7.0,
OCH2), 2.85–2.81 (4H, m, C(O)CH2CH2C(O)), 1.76 (6H, s, C(CH3)2), 1.37 (3H,
t, J 7.0, CH2CH3). δC (300 MHz, CDCl3) 208.92 (1C, SC(S)S),
171.43 (1C, OC(O)), 168.82 (2C, NC(O), 71.00 (1C, OCH2),
52.41 (1C, C(CH3)2), 26.15
(2C, C(O)CH2CH2C(O)), 25.73 (2C, C(CH3)2),
13.07 (1C, CH2CH3). m/z calculated as 305.36; found for ESI
[M + Na]+ 328.1. FTIR (cm–1) 2989.32
and 2940.46 (methyl or methylene), 1779.80 (ester carbonyl), 1731.34
(amide), 1462 (methyl), 1202.06 (C=S), 1038.06 (S–C(S)–O).
Representative Polymerization of N-Vinylpyrrolidone
(PVP80)
5.65 mL (5.43 g, 48.88 mmol) of N-vinylpyrrolidone, 0.010 g (0.036 mmol) of ACVA, and 0.0523 g (0.171
mmol) of MADIX1 were added to 8.5 mL of dioxane and degassed with
nitrogen for 20 min. The reaction was stirred at 80 °C for 3
days. The solvent was removed under vacuum, and the solid was dialyzed
using 0.5–1 kDa cellulose ester tubing in water. The dialyzed
product was freeze-dried overnight to give a white powder. δH (300 MHz, CDCl3) 4.06–3.48 (80H, m, NCH2), 3.47–2.98 (184H, m, NC(O)CH2) 2.85–2.77
(4H, m, C(O)CH2CH2C(O)), 2.58–2.13 (253H,
m, NC(O)CH2), 2.13–1.84 (206H, m, NCH2CH), 1.84–1.03
(204H, m, (CH3)2 & NCHCH & OCH2CH). FTIR (cm–1) 2926
(alkyl stretch), 1655 (lactam amide), 1422 (CH2).PVP50 δH (300 MHz, CDCl3) 4.16–3.45
(50H, m, NCH2), 3.51–2.96 (100H, m, NC(O)CH2) 2.86–2.74 (4H, m, C(O)CH2CH2C(O)), 2.71–2.14 (129H, m, NC(O)CH2), 2.14–1.85
(111H, m, NCH2CH), 1.85–1.01 (159H, m, (CH3)2 &
NCHCH & OCH2CH).PVP150
δH (300 MHz, CDCl3) 4.11–3.46
(150H, m, NCH2), 3.46–2.92 (305H, m, NC(O)CH2) 2.85–2.75 (4H, m, C(O)CH2CH2C(O)), 2.69–2.12 (428H, m, NC(O)CH2), 2.12–1.84
(320H, m, NCH2CH), 1.84–1.17 (306H, m, (CH3)2 &
NCHCH & OCH2CH).
26.6 mg (2.8 μmol) of polymer
and 21.2 mg (0.099 mmol) of galactosamine HCl were dissolved in the
minimum amount of DMSO and 37.5 μL of TEA, stirred for 3 days
at RTP, and dialyzed using 0.5–1 kDa regenerated cellulose
membrane tubing in water. The dialyzed product was freeze-dried overnight
to give a pale-yellow powder (23.5 mg).δH (300
MHz, CDCl3) 5.35–4.75 (anomeric 1H, m, C(O)OH),
4.04–3.51 (84H, m, CHN & glycan protons), 3.38–2.96
(184H, m, NCH2 & glycan protons), 2.51–2.11
(176H, m, NC(O)CH2 & glycan protons), 2.11–1.84
(172H, m, NCH2CH), 1.84–1.01 (215H, m, (CH3)2 &
NCHCH & OCH2CH). FTIR (cm–1) 2920, 2877 (alkyl stretch) 1655 (lactam amide),
1422 (CH2)
A 6.5 mg (0.7 μmol) portion
of polymer, 5 mg (17.46 μmol) of amino-functionalised biotin,
and 27.5 μL of TEA were dissolved in the minimum volume of DMSO
and stirred at RTP for 72 h. The reaction mixture was dialyzed using
1 kDa regenerated cellulose membrane in water and freeze-dried to
give a white solid (5.6 mg). δH (300 MHz, CDCl3) 4.08–3.52 (82H, m, CHN & C(O)NHCH2), 3.42–2.97 (167H, NCH2, CHCHS, CH2NH2, CHCHHS, CHCHHS), 2.55–2.12 (226H, NC(O)CH2 & CH2C(O)NH), 2.12–1.85
(180H, NCH2CH), 1.85–1.07 (193H, m, (CH3)2, NCHCH, OCH2CH, SCHCH2CH2CH2 & SCHCH2CH2CH2). FTIR (cm–1) 1634 (lactam amide)
Lateral Flow Strip Running
Protocol and Analysis
A more detailed summary of
dipstick manufacture, running, and analysis
can be found in theSupporting Information, summarized here. Test lines were added and dried
onto the dipsticks; in flow-through, the analyte was deposited in
place of a test line. 50 μL of running buffer (either with or
without analyte) was agitated on a roller for 5 min. 45 μL of
running buffer was added to a PCR tube, and a dipstick was added to
the tube, so the dipstick protrudes from the top and the immobile
phase (1 cm from nonwick end) is not below the solvent line. There
was one test per tube, and each test was run for 20 min before drying
at room temperature for 5 min. All tests were run in triplicate. All
strips were scanned and exported to pdf before conversion to a jpeg
file. The jpeg files were analyzed using ImageJ 1.51[43] using the plot profile function to create a data set exported
to Microsoft Excel for Mac. The data was exported to Origin 2019 64Bit,
aligned, and averaged (mean). The data was then reduced by number
of groups to 100 data points (nitrocellulose and wick) and plotted
as gray value (scale) vs relative distance along the 100 data points.
Authors: Nichole E M Kaufman; Qianli Meng; Kaitlin E Griffin; Sitanshu S Singh; Achyut Dahal; Zehua Zhou; Frank R Fronczek; J Michael Mathis; Seetharama D Jois; M Graça H Vicente Journal: J Med Chem Date: 2019-03-25 Impact factor: 7.446
Authors: Betsy Wonderly; Sophie Jones; Michelle L Gatton; John Barber; Marian Killip; Chris Hudson; Lisa Carter; Tim Brooks; Andrew J H Simpson; Amanda Semper; Willy Urassa; Arlene Chua; Mark Perkins; Catharina Boehme Journal: PLoS One Date: 2019-03-07 Impact factor: 3.240
Authors: Sarah-Jane Richards; Tessa Keenan; Jean-Baptiste Vendeville; David E Wheatley; Harriet Chidwick; Darshita Budhadev; Claire E Council; Claire S Webster; Helene Ledru; Alexander N Baker; Marc Walker; M Carmen Galan; Bruno Linclau; Martin A Fascione; Matthew I Gibson Journal: Chem Sci Date: 2020-11-16 Impact factor: 9.825
Authors: Alessia Pancaro; Michal Szymonik; Panagiotis G Georgiou; Alexander N Baker; Marc Walker; Peter Adriaensens; Jelle Hendrix; Matthew I Gibson; Inge Nelissen Journal: Nanoscale Date: 2021-06-24 Impact factor: 7.790
Authors: Alexander N Baker; George W Hawker-Bond; Panagiotis G Georgiou; Simone Dedola; Robert A Field; Matthew I Gibson Journal: Chem Soc Rev Date: 2022-08-15 Impact factor: 60.615