DOI:
10.1039/D4TB00264D
(Paper)
J. Mater. Chem. B, 2024,
12, 3786-3796
Expanding the scope of self-assembled supramolecular biosensors: a highly selective and sensitive enzyme-responsive AIE-based fluorescent biosensor for trypsin detection and inhibitor screening†
Received
7th February 2024
, Accepted 18th March 2024
First published on 19th March 2024
Abstract
Trypsin, a pancreatic enzyme associated with diseases like pancreatic cancer and cystic fibrosis, requires effective diagnostic tools. Current detection systems seldom utilize macrocyclic molecules and tetraphenyl ethylene (TPE) derivative-based supramolecular assemblies, known for their biocompatibility and aggregation-induced emission (AIE) properties, for trypsin detection. This study presents an enzyme-responsive, AIE-based fluorescence 'Turn-On' sensing platform for trypsin detection, employing sulfated-β-cyclodextrin (S-βCD), an imidazolium derivative of TPE (TPE-IM), and protamine sulfate (PrS). The anionic S-βCD and cationic TPE-IM formed a strongly fluorescent supramolecular aggregation complex in an aqueous buffer. However, PrS suppresses fluorescence because of its strong binding affinity with S-βCD. The non-fluorescent TPE-IM/S-βCD/PrS supramolecular assembly system exhibits trypsin-responsive properties, as PrS is a known trypsin substrate. Trypsin restores fluorescence in the TPE-IM/S-βCD system through the enzymatic cleavage of PrS, correlating linearly with trypsin catalytic activity in the 0–10 nM concentration range. The limit of detection is 10 pM. This work contributes to the development of self-assembled supramolecular biosensors using charged TPE derivatives and β-cyclodextrin-based host–guest chemistry, offering an innovative fluorescence ‘Turn-On’ trypsin sensing platform. The sensing system is highly stable under various conditions, selective for trypsin, and demonstrates potential for biological analysis and disease diagnosis in human serum. Additionally, it shows promise for the screening of trypsin inhibitors.
1 Introduction
Supramolecular self-assembling systems that are responsive to enzymatic actions have been exploited as a class of materials for the detection of biological analytes, such as enzymes.1–5 Such enzyme-responsive assembly systems are highly specific and efficient, with excellent biocompatibility to external environmental stimuli such as temperature, pH, ionic strength, and light.6,7 Therefore, owing to their various merits, enzyme-responsive self-assembly systems are used for various applications, for example, sensing of biological molecules, drug delivery, and theragnostics.5,8–13 A self-assembly system that is responsive to enzymatic activity typically consists of two primary components: (1) an enzyme-specific substrate/substrate site containing molecule. (2) A molecular assembly system/structure that changes its properties owing to enzymatic action. Therefore, the molecular assembly components that can undergo various types of interactions, such as hydrogen bonding, ionic interactions, π–π stacking, etc., are strongly recommended for fabricating enzyme-responsive supramolecular systems.5,14–18 In this regard, non-covalent interaction-dependent assembly systems have gained considerable attention.17–21 Surface-modified macrocyclic structures, such as cyclodextrins, are particularly noteworthy for their potential use in constructing non-covalent interactions through aggregation/disaggregation assembly systems. This is due to their desirable qualities, such as low cost, high charge density, biocompatibility, and solubility.2,22–24 In this regard, fluorophores named aggregation-induced emission-based luminogens (AIEgens), discovered by Tang and group,25 exhibiting AIE, are suitable co-component molecules to construct non-covalent supra-molecular assembly constructs. The AIEgens themselves show almost negligible emission in the solution at low concentrations; however, a strong emission enhancement known as AIE is reported upon aggregation induced by the oppositely charged co-component. The phenomenon of AIE is based on the fact that intramolecular rotational movements of AIEgens are hindered in the aggregated state26 AIE activable bioprobes have been reported in the literature that emphasizes their high selectivity, sensitivity, and signal-to-noise ratio, which results in their various biosensing applications.27–32
Many diseases are associated with abnormal enzyme expression, such as hepatopathy, Alzheimer's disease, pancreatitis, etc.33,34 In this regard, trypsin is also an essential enzyme and disease biomarker.35,36 Trypsin (Enzyme Commission Number 3.4.21.4.) catalytically breaks down the peptide bond on the carboxyl-terminal side of the cationic amino acids, arginine and lysine. Trypsin is a beneficial enzyme with remarkable advantages in many fields, such as proteomics, food biotechnology, biomedicines, immunology, and fundamental research.37–41 The average concentration of trypsin in human serum is 115–350 ng mL−1, however, abnormal expression of trypsin is an indicator of many diseases, for example, pancreatic cancer, cystic fibrosis, biliary cirrhosis, and pancreatitis.42–46 Therefore, developing specific and sensitive strategies for trypsin detection is of great significance. While there are multiple techniques for detecting trypsin, most of these methods rely on traditional strategies such as enzyme-linked immunosorbent assays, gelatine film, electrochemistry, piezoelectric methods, surface plasmon resonance, and colorimetry.36,47–52 Previous methods for detecting trypsin have faced several challenges, including complex designs, high costs, the need for advanced equipment, limited sensitivity, long processing times, and susceptibility to environmental factors. For instance, Surface Plasmon Resonance (SPR) based sensors detect trypsin by measuring changes in refractive index when an analyte binds to a bio-recognition unit immobilized on SPR probe. A drawback of this technique is its reliance on covalent modifications to the substrate, which can lower enzyme activity, impacting the specificity and sensitivity of the detection. Similarly, Fluorescence Resonance Energy Transfer (FRET) based methods are affected by external conditions like metal ions, pH, and temperature. Additionally, selecting suitable donor and acceptor molecules for a FRET system can be difficult. The Enzyme Linked Immunosorbent Assay (ELISA), another traditional method, uses specific antibodies to detect proteins or analytes in a liquid medium. However, ELISA involves both primary and secondary antibodies against the antigen, making it costly and complex. Therefore, there is an evident demand for constructing more easy-to-monitor, direct, cheap, rapid, and sensitive sensing platforms. Interestingly, advanced strategies based on enzyme-responsive macrocyclic molecule-driven supramolecular assembly have seldom been used to develop trypsin detection platforms.53–55 This manuscript presents an innovative study that integrates enzyme-responsive assembly systems with aggregation-induced emission (AIE) technology for the detection of trypsin, a novel approach that is scarcely represented in existing literature. By integrating the specificity of enzyme–substrate interactions with the enhanced sensitivity offered by AIE, our method presents a significant improvement over conventional biosensing techniques. The creation of a supramolecular probe via the self-assembly of a cationic AIEgen with an anionic macrocyclic molecule, alongside its proven selectivity and sensitivity within complex biological matrices, underscores the innovative contributions of this manuscript. The system uses a cationic AIEgen, specifically the imidazolinium derivative of tetraphenylethylene (TPE-IM), along with an anionic macrocyclic molecule known as sulfated-β-cyclodextrin (S-βCD), which contains sulfate groups at the lower and upper rims, and polycationic protamine sulfate (PrS), which is a natural substrate of trypsin.
The supramolecular probe is constructed by the electrostatic interaction-based self-assembly of TPE-IM and S-βCD to form a TPE-IM/S-βCD supramolecular aggregation complex. Subsequently, the TPE-IM/S-βCD supramolecular aggregation dissociates in the presence of the cationic polyelectrolyte protamine (PrS), which is abundant in positive charges and rich in arginine. Protamine is also a natural substrate for the enzyme trypsin. Thus, the TPE-IM/S-βCD/PrS-based supramolecular assembly system is found to be responsive to trypsin because of the specific action of trypsin on protamine (PrS). Therefore, the current paper demonstrates the development of a simple, sensitive, and specific fluorescence ‘Turn-On’ enzyme-responsive supra-molecular assembly/disassembly-based strategy for trypsin detection. In principle, as shown in Scheme 1, a cationic AIEgen, TPE-IM shows a substantial enhancement in fluorescence emission in the presence of an anionic macromolecule, S-βCD, due to electrostatic interactions and subsequent aggregation, leading to AIE of TPE-IM. However, a fluorescence ‘Turn-Off’ signal is observed on adding cationic polyelectrolyte protamine sulfate (PrS), due to predominantly stronger interactions between S-βCD and PrS, which lead to the formation of S-βCD/PrS complex and the release of free TPE-IM in the solution that yields a decrease in emission intensity (Turn-Off). Finally, trypsin-dependent specific digestion of PrS at the carboxyl-terminal of arginine leads to the disintegration of the S-βCD/PrS aggregation complex and allows reformation of the TPE-IM-/S-βCD aggregation complex, which restores fluorescence. Hence, a fluorescence ‘Turn-On’ signal is obtained in response to trypsin. Thus, the TPE-IM/S-βCD/PrS system allows for the quick, sensitive, and specific detection of trypsin. The potential stability of the current sensing system has been monitored in different environments by changing the temperature, pH, ionic strength, etc. The selectivity of enzyme-responsive supramolecular assembly system towards trypsin has been demonstrated in the presence of various other proteins and enzymes. Finally, the potential applicability of the proposed sensing system has been demonstrated in real human serum samples.
 |
| Scheme 1 (A) Schematic representation of the working mechanism of the trypsin sensor (B) chemical structure of TPE-IM and S-βCD. | |
2. Experimental section
2.1 Materials and chemicals
All chemicals, unless specified, were purchased from Sigma Aldrich and used without further purification. The imidazolinium derivative of tetraphenylethylene (TPE-IM) was synthesized following a detailed procedure outlined in the ESI† (Fig. S1) based on previously reported methods.56 The concentration of TPE-IM used in all experiments was accurately determined using its molar absorptivity ∼21
400 M−1 cm−1 at 294 nm. Trypsin, sodium salt of sulfated β-cyclodextrin (degree of substitution ∼12 to 14), benzamidine hydrochloride, protamine sulfate, sodium chloride, pepsin, glucose oxidase, horseradish peroxidase, choline oxidase, bovine serum albumin, lysozyme, hemoglobin, alkaline phosphatase, Tris–HCl, and other salts were purchased from Sigma Aldrich. A 10 mM Tris–HCl buffer solution (pH 8.2) was prepared to conduct all experiments at room temperature. The concentration of TPE-IM was maintained at ∼19 μM unless stated otherwise. All measurements were performed in triplicate to ensure reproducibility, with error bars representing the standard deviation.
2.2 Spectroscopic measurements
Fluorescence and absorption spectroscopy.
The fluorescence and UV-Vis absorption spectra were recorded using a fluorimeter (model FP-8500, Jasco) and a UV-Vis spectrophotometer (model V-650, Jasco), respectively. Measurements were conducted at 25 ± 1 °C in a quartz cuvette with a 1 cm path length. The pH of the Tris buffer was adjusted as required using dilute HCl or NaOH solutions.
Time-resolved fluorescence spectroscopy.
The fluorescence decay traces for excited-state lifetime measurements were collected using an IBH instrument (UK) based on the time-correlated single-photon counting (TCSPC) principle, as explained elsewhere.57–60 Fluorescence decay data were collected using a 374 nm picosecond diode laser (100 ps, 1 MHz) as the excitation source. The instrument response function with ∼150 ps was determined by measuring the titanium dioxide (TiO2) scattering solution. The experimental data were analyzed using data analysis software (DAS-6) and fitted to tri-exponential decay models. The quality of the fitted data was assessed based on a reduced chi-square (χ2) value close to one, which indicates a random distribution of the weighted residuals around the zero line across data channels.
The following equation of the multi-exponential function was used to fit the time-resolved fluorescence decay traces.
|  | (1) |
The average fluorescence lifetime (τ) was calculated using the following equation,61
|  | (2) |
where
αi represents the amplitude of the individual decay constants.
2.3 Enzyme kinetics study
Trypsin activity assay.
The activity of trypsin was evaluated by monitoring the fluorescence restoration in the TPE-IM/S-βCD system upon enzymatic cleavage of protamine sulfate (PrS). The assay was conducted by mixing TPE-IM, S-βCD, and PrS in Tris buffer, followed by the addition of trypsin under constant stirring. Fluorescence measurements were taken at fixed intervals using an excitation wavelength of 350 nm and emission wavelength of 475 nm, with slit widths set to 2.5 nm for both excitation and emission. The inhibitory effects of benzamidine on trypsin activity were assessed under similar conditions by pre-incubating the TPE-IM/S-βCD/PrS complex with varying concentration of the inhibitor prior to the addition of trypsin.
Selectivity and interference studies.
To evaluate the selectivity of the biosensor for trypsin, various enzymes and proteins were added to the TPE-IM/S-βCD/PrS complex, and the changes in fluorescence were recorded immediately. These experiments aimed to demonstrate the specificity of the sensing system towards trypsin over other biological molecules.
2.4 Morphological characterization
Field-emission scanning electron microscopy (FESEM) was performed using an FEI Nova NanoSEM 450 to analyze the morphology of the TPE-IM/S-βCD aggregates. Samples were prepared by drop-casting the TPE-IM/S-βCD solution onto silicon wafers and allowing them to dry under ambient conditions before imaging.
2.5 Rationale for experimental choices
Selection of TPE-IM concentration.
The selection of the 19 μM concentration for tetraphenylethylene imidazolium (TPE-IM) was based on optimizing fluorescence intensity against system stability. This concentration was chosen to maximize the fluorescence of the TPE-IM/S-βCD complex, avoiding the self-quenching and reduced fluorescence observed at higher concentrations, which could compromise trypsin detection sensitivity and specificity.
Selection of S-βCD concentrations.
The selection of S-βCD concentrations (5 μM) was made by studies aiming to optimize the TPE-IM/S-βCD assembly for trypsin detection, focusing on the formation of complex, stability, and its impact on biosensor sensitivity. We varied S-βCD concentrations in steady-state fluorescence experiments to find an optimal range that maximizes fluorescence enhancement, starting from lower levels to identify the formation threshold of the TPE-IM/S-βCD complex and increasing concentrations to determine the saturation point for fluorescence response.
Selection of PrS concentrations.
The 4.5 μM concentration of protamine sulfate (PrS) was chosen for its role in modulating biosensor fluorescence via competitive binding with S-βCD, crucial for the ‘Turn-Off’ and ‘Turn-on’ responses related to trypsin activity. Optimal concentration was determined through titration to ensure a significant, reversible fluorescence change, with lower concentrations leading to weak ‘Turn-off’ effects and higher concentrations potentially saturating the system and affecting fluorescence recovery post-trypsin addition.
3. Results and discussion
3.1 Fluorescence ‘Turn-On’ assembly of TPE-IM/S-βCD
Fig. 1(A) displays the steady-state fluorescence spectra of TPE-IM in aqueous buffer with varying concentrations of S-βCD present in the solution. As shown in Fig. 1(A), the emission intensity of TPE-IM increases in the presence of various concentrations of the S-βCD solution. A substantial emission enhancement of TPE-IM (∼86 fold) is observed in the presence of nearly 5 μM S-βCD in the solution containing TPE-IM. As shown in the inset of Fig. 1(A), a linear increase in the emission intensity of TPE-IM at 475 nm was observed with increasing concentration of S-βCD. This kind of fluorescence enhancement of AIEgens has previously been reported to be due to aggregation induced by charged derivatives of macrocyclic host molecules, such as anionic derivatives of cyclodextrins.20,62 It has been deduced from previous reports that charged cyclodextrins cause charge neutralization of cationic AIEgens and lead to their aggregation. The free state of tetraphenylethylene (TPE) derivatives has a very weak emission intensity because of the free intramolecular rotations that cause non-radiative de-excitation of their excited states. However, charge neutralization, which causes the aggregation of positively charged TPE molecules on the surface of oppositely charged cyclodextrin derivatives, prevents the fluorescence quenching of free TPE derivatives because of restricted intramolecular rotations in the aggregated state.63 The AIEgen, in the present case, TPE-IM molecules carry positively charged imidazolium groups; thus, there is a natural probability for electrostatic interactions between cationic TPE-IM and anionic S-βCD, due to which charge neutralization occurs for TPE-IM, subsequently leading to the aggregation of TPE-IM molecules in the presence of S-βCD. This leads to the aggregation-induced emission enhancement of TPE-IM, as shown in Fig. 1(A).
 |
| Fig. 1 (A) Steady-state fluorescence spectra of TPE-IM (19 μM, λex = 350 nm) were measured at different concentrations of S-βCD (μM) as follows: (1) 0, (2) 1.7, (3) 2.7, (4) 3.2, (5) 3.7, (6) 4.2, (7) 4.6, and (8) 5.4. Inset: Variation in emission intensity of TPE-IM at 475 nm in the presence of different S-βCD concentrations. The error bars represents the standard deviation (n = 3) (B) transient decay traces for TPE-IM (λex = 374 nm, λem = 475 nm, TPE-IM = 19 μM) at various concentrations of S-βCD (μM) (1) 0 (2) 0.075 (3) 0.100 (4) 0.150 (5) 0.250 (6) 0.740, where the instrument response function (IRF) is denoted by the dotted black line. Inset: Variation in the amplitudes a1 (square) and a2 + a3 (circle) with increasing S-βCD concentrations. | |
To further support the results obtained from steady-state emission measurements, excited-state lifetime measurements of TPE-IM have also been performed in the presence of various concentrations of S-βCD, and the results are displayed in Fig. 1(B). It is clear from the results of Fig. 1(B) that the free TPE-IM, in the absence of S-βCD, displays a very fast decay trace that is nearly pulse-limited (i.e., within the resolution of the instrument), whereas the decay traces gradually becomes slower with a gradual increase in the concentration of S-βCD. The decay traces observed in our study were well-described by a 3-exponential function, with time constants (τ) approximately in the range of 0.02 ns, 1–1.2 ns, and 3.8–4.4 ns for population components 1, 2, and 3, respectively. We attribute the faster component (τ1) to free TPE-IM in solution and the intermediate (τ2) and slow (τ3) components to TPE-IM associated with S-βCD. The amplitude of the fast decay component (A1) gradually decreased with increasing concentration of S-βCD, while the sum of the amplitudes of the slow decay components (A2 + A3) increased and was well correlated (Fig. 2, inset). This nice correlation of amplitudes suggests a gradual transformation of the free form of TPE-IM to the aggregated form of TPE-IM upon the addition of S-βCD. Previous reports have shown that TPE molecules, known as molecular rotors, undergo efficient conformational relaxation in the free monomeric form, which causes a rapid decrease in the excited-state population of this molecule.20,64,65 As previously described, the introduction of anionic S-βCD into a solution containing cationic TPE-IM molecules results in the formation of a TPE-IM/S-βCD aggregate complex. In this aggregated state, the unrestricted intramolecular rotational movements of the TPE-IM molecules become limited, leading to a slower excited-state relaxation as S-βCD is gradually added. This observation aligns with the findings of steady-state emission measurements.
 |
| Fig. 2 (A) Steady-state fluorescence spectra of TPE-IM/S-βCD (TPE-IM = 19 μM, S-βCD = 5 μM, λex = 350 nm) at various concentrations of NaCl (mM) (1) 0 (2) 2.5 (3) 5 (4) 10 (5) 15 (6) 17 (7) 19.4 (8) 22 (9) 24 (10) 29. Inset: Changes in emission intensity at 475 nm in the presence of different concentrations of NaCl. The error bars represents the standard deviation (n = 3) (B) transient decay traces for TPE-IM/S-βCD (λex = 374 nm, λem = 475 nm, TPE-IM = 19 μM, S-βCD = 740 nM) at various concentrations of NaCl (mM) (1) 0 (2) 12 (3) 15 (4) 17 (5) 20 (6) 25, where IRF is denoted by the dotted black line. Inset: Variation in the amplitudes a1 (square) and a2 + a3 (circle) with the increase in NaCl concentration. | |
To further support the above results and investigate the influence of S-βCD on TPE-IM aggregation, ground-state absorption measurements have also been performed, and the results are displayed in Fig. S2 (ESI†). Fig. S2 (ESI†) displays a broad absorption maximum in the 330–350 nm range. As the concentration of S-βCD increases in the solution containing TPE-IM, the absorbance at 330 nm increases. A saturation behavior is achieved at ∼6 μM of S-βCD. It should be noted that a simultaneous increase in absorbance offset at the longer wavelength is also observed, supporting the proposal of aggregation of cationic TPE-IM molecules induced by anionic S-βCD.65 Thus, in the present case, it can be suggested that S-βCD induces aggregation of TPE-IM molecules. To further support the aggregation of TPE-IM molecules in the presence of S-βCD, we have also collected excitation spectra for both TPE-IM and the TPE-IM/S-βCD complex (Fig. S3, ESI†). These spectra further corroborate our findings, showing a marked increase in emission intensity for the TPE-IM/S-βCD complex compared to TPE-IM alone. These spectral data clearly illustrate the aggregation-induced emission characteristics of our system. In addition, we have also characterized the aggregation using The field emission scanning electron microscopy (FE-SEM) measurements (Fig. S4, ESI†). FE-SEM image depicts a highly dense and homogeneous aggregation of particulates, which is consistent with the formation of an aggregation complex between TPE-IM and S-βCD. The homogeneity of the aggregation pattern across the observed field suggests a consistent interaction between the TPE-IM dye and the sulfated cyclodextrin, leading to the formation of a supramolecular assembly. The morphology of the aggregates, which lack any well-defined shape or size, implies that the aggregation process leads to irregularly shaped, amorphous complexes rather than to crystalline or highly ordered structures.
3.2 Environmental influence on TPE-IM/S-βCD assembly complex
3.2.1 Effect of ionic strength.
The effect of the ionic strength of the medium is often investigated for non-covalent complexation systems where electrostatic interactions are assumed to participate. The present system under investigation is one such case in which tetra-cationic TPE-IM and poly anionic S-βCD are assumed to undergo strong electrostatic interactions, in addition to other non-covalent interactions. Thus, to understand the effect of salt on the present complexation, steady-state emission measurements of the TPE-IM/S-βCD complex have been recorded in the presence of 0–30 mM NaCl, and the results are displayed in Fig. 2(A). As shown in Fig. 2(A), there is a gradual decrease in the fluorescence intensity of the TPE-IM/S-βCD complex with increasing ionic strength of the medium. It has previously been reported that high salt concentration causes screening of non-covalent electrostatic interactions between the ionic unit components of supramolecular assemblies and hence, due to charge neutralization, it leads to the disintegration of supramolecular complexes.20,66,67 Therefore, in the current scenario, it can be assumed that NaCl causes screening of the electrostatic interactions between cationic TPE-IM and anionic S-βCD, causing disintegration of the TPE-IM/S-βCD complex. Consequently, the fluorescence intensity of the TPE-IM/S-βCD complex diminishes as the ionic strength increases, which is attributed to the liberation of free TPE-IM molecules within the solution. In addition, the steady-state emission measurements were corroborated by ground-state absorption measurements. Fig. S5 in the ESI† displays these results, revealing a decrease in absorbance for the TPE-IM/S-βCD complex at 330 nm as the ionic strength increases in the range of 0–30 mM.
To provide additional evidence for the ionic strength-dependent steady-state emission measurements, excited-state lifetime measurements of the TPE-IM/S-βCD complex were conducted at varying NaCl concentrations, as illustrated in Fig. 2(B). The results in Fig. 2(B) clearly demonstrate that the excited-state decay traces of the TPE-IM/S-βCD complex progressively decrease as the NaCl concentration increases from 0 mM to 25 mM. The inset of Fig. 2(B) presents the amplitude analysis of the decay components, which shows that the a1 (corresponding to τ1, free TPE-IM) gradually increases with increase in the concentration of NaCl in the solution, whereas a2 + a3, corresponding to S-βCD templated aggregates of TPE-IM, decreases with increase in concentration of NaCl in the solution. This clearly indicates the conversion of TPE-IM aggregates to their monomer form upon the addition of NaCl, which can be attributed to the disassembly of the TPE-IM/S-βCD aggregation complex to increase in the ionic strength of the solution, leading to the release of rapidly rotating free TPE-IM molecules in the solution. This kind of salt-induced breakage of electrostatically driven supramolecular aggregate assembly has also been reported earlier.22,68,69 Therefore, the assertion that ionic interactions are vital in the formation of the TPE-IM/S-βCD aggregation complex, as deduced from steady-state emission measurements, can be substantiated by these time-resolved measurements. The dependence on ionic strength highlights the role of electrostatic interactions in the assembly process. However, this also poses a challenge for using these assemblies in biological samples, which usually have high ionic strength. Such a challenge is common in systems that rely on electrostatic forces. A practical way to overcome this problem is by diluting the biological samples to reduce their ionic strength.
3.2.2 Effect of temperature.
Besides electrostatic interactions, several other weaker non-covalent forces, such as hydrogen bonding, π–π interactions, dipole–dipole interactions, and van der Waals forces, may also significantly contribute to the formation of these supramolecular assemblies. These weaker interactions, which aid in the assembly process, tend to be sensitive to temperature changes. As a result, the supramolecular assembly may exhibit a temperature-sensitive response when exposed to different temperatures. To examine the impact of temperature on the TPE-IM/S-βCD complex, steady-state emission spectra were collected, and the results are presented in Fig. 3(A). It is evident from the results in Fig. 3(A) that the fluorescence intensity decreased with increasing temperature in the range of 20–70 °C. It is known that at high temperatures, non-covalent interactions are disrupted, resulting in decreased fluorescence intensity of supramolecular aggregates due to the disintegration of the assembly complex.19,70 Therefore, it can be assumed that the decrease in the fluorescence intensity of the TPE-IM/S-βCD complex with increasing temperature could be due to the weakening of the non-covalent interactions between TPE-IM and S-βCD unit components that causes disintegration of the TPE-IM/S-βCD assembly system.
 |
| Fig. 3 (A) Steady-state fluorescence spectra of TPE-IM/S-βCD (TPE-IM =19 μM, S-βCD = 5 μM, λex = 350 nm) at various temperatures (°C) (1) 20 (2) 25 (3) 30 (4) 35 (5) 40 (6) 45 (7) 55 (8) 65 (9) 70. Inset: Changes in the emission intensity at 475 nm at different temperatures. The error bars represents the standard deviation (n = 3) (B) transient decay traces for TPE-IM/S-βCD (λex = 374 nm, λem = 475 nm, TPE-IM = 19 μM, S-βCD = 740 nM) at various temperatures (°C) (1) 25 (2) 30 (3) 40 (4) 50 (5) 60 (6) 70 where the IRF is denoted with dotted black line. Inset: Variation in amplitudes a1 (squares) and a2 + a3 (circles) with increasing temperature. | |
Furthermore, the ground-state absorption spectra of the TPE-IM/S-βCD assembly complex also show a similar trend in the reduction in absorbance at 330 nm with increasing temperature, as shown in Fig. S6 (ESI†). The decrease in absorbance can again be assigned to a gradual breakdown of the TPE-IM/S-βCD assembly upon an increase in temperature that causes the release of free TPE-IM in the solution. Consequently, the turbidity of the solution decreases. Hence, the scattering-dependent effect is reduced at high temperatures, as evidenced by the decrease in the offset absorbance of the TPE-IM/S-βCD complex (Fig. S6 (ESI†)). A similar observation was made earlier for a supramolecular assembly upon application of a temperature.70 The temperature-dependent effect on the TPE-IM/S-βCD assembly system was further investigated by performing excited-state lifetime measurements at various temperatures (25–70 °C), and the results are shown in Fig. 3(B). The results shown in Fig. 3(B) indicate that the decay traces progressively became more rapid as the temperature of the solution increased. The analysis of the decay traces suggests that the increase in the temperature of the solution causes an increase in the formation of the free form of TPE-IM, as manifested by the increase in the amplitude of the shorter component (a1). Concomitantly, the amplitude of the slower components (a2 + a3), which represent the aggregate form of TPE-IM, decreased with increasing temperature. These changes can be explained by the fact that an increase in temperature may increase the non-radiative molecular motions of TPE-IM molecules due to the breakage of the non-covalent interaction forces between TPE-IM and S-βCD molecules and the disassociation of the TPE-IM/S-βCD assembly system. A similar effect of temperature on aggregation assembly has also been noted previously.26,70 Thus, from the above temperature-dependent studies, it can be concluded that non-covalent interaction forces are involved in establishing a complex between cationic TPE-IM and anionic S-βCD. The temperature-dependent analysis of the TPE-IM/S-βCD complex reveals a clear correlation between rising temperature and a decrease in fluorescence intensity. This behavior is attributed to the disruption of non-covalent interactions that are central to supramolecular assemblies. As the temperature increases, there is a pronounced disintegration of the TPE-IM/S-βCD complex, evident from both steady-state fluorescence and ground-state absorption spectra. Transient decay measurements further corroborated this observation, with decay traces becoming progressively faster at elevated temperatures. These measurements emphasizes the critical role of non-covalent forces in the stability and behavior of the TPE-IM/S-βCD complex, particularly under varying temperature conditions.
3.2.3 Effect of pH.
In order to determine the effect of pH on the TPE-IM/S-βCD complex, steady-state emission spectra have been obtained at different pHs 2–12, and the results are presented in Fig. S7 (ESI†). Fig. S7 (ESI†) indicates that the fluorescence intensity of the TPE-IM/S-βCD complex did not show any drastic change at various pH levels, which could be due to the lack of any titratable groups present in the TPE-IM or S-βCD unit components in the given pH range. The pH-dependent alterations in the TPE-IM/S-βCD complex were further explored using ground-state absorption spectra, with the findings presented in Fig. S8 (ESI†). The ground-state absorption measurements of the TPE-IM/S-βCD complex exhibited a similar trend across various pH values, reinforcing the steady-state emission measurements. Consequently, the TPE-IM/S-βCD assembly system can be utilized as a sensor assembly under biologically relevant pH conditions.
3.3 Fluorescence ‘Turn-Off’ of TPE-IM/S-βCD assembly complex by protamine sulfate (PrS)
With an intention to develop a sensing system for trypsin detection, we investigated the effect of PrS, a poly cationic protein and a natural substrate for trypsin, on the TPE-IM/S-βCD complex. As PrS carries multiple positive charges, it may bind to multiple negative charges bearing S-βCD and cause the disassembly of the TPE-IM/S-βCD complex. To test this hypothesis, the fluorescence response of the TPE-IM/S-βCD complex has been measured at different concentrations of PrS, and the results are presented in Fig. 4(A). Fig. 4(A) shows that, with the addition of different concentrations of PrS, the emission intensity of the TPE-IM/S-βCD aggregation complex decreased and was significantly quenched in the presence of ∼4 μM PrS. It has been reported that PrS interacts electrostatically with anionic molecules and, therefore, can disrupt aggregated assembly systems.71,72
 |
| Fig. 4 (A) Steady-state fluorescence spectra of TPE-IM/S-βCD (λex = 374 nm) in the presence of various concentration of PrS: (1) 0 (2) 1.7 (3) 2 (4) 2.6 (5) 3 (6) 3.2 (7) 4.3. Inset: Changes in the intensity of TPE-IM at 475 nm in the presence of different PrS concentrations. The error bars represents the standard deviation (n = 3) (B) transient decay traces for TPE-IM/S-βCD (λex = 374 nm, λem = 475 nm, TPE-IM = 19 μM, S-βCD = 740 nM) at various concentrations of PrS (μM) (1) 0 (2) 0.9 (3) 1.1 (4) 1.3 (5) 1.9, where IRF is denoted by a dotted black line. Inset: Variation in the amplitudes a1 (squares) and a2 + a3 (circles) with increasing PrS concentrations. | |
Therefore, in the current scenario, it can be assumed that in the presence of PrS, the TPE-IM/S-βCD aggregation complex is disrupted owing to the preferential polycationic and polyanionic complexation between PrS and S-βCD. As a result, the disintegration of the TPE-IM molecules from the TPE-IM/S-βCD assembly is promoted. Hence, an almost negligible fluorescence intensity was observed in the presence of PrS due to the release of free TPE-IM molecules in the solution (Fig. 4(A)). To corroborate the findings of the steady-state emission experiments, excited-state lifetime measurements were conducted, and the results are displayed in Fig. 4(B). As shown in Fig. 4(B), the decay traces of the TPE-IM/S-βCD complex exhibit an increasingly faster decay profile as the concentration of PrS gradually rises. The analysis of the amplitudes of the decay components is presented in the inset of Fig. 4(B). Evidently, the amplitudes of the free form of TPE-IM (a1) increase upon the addition of Protamine Sulfate (PrS), whereas the amplitude for the aggregate form of the dye (a2 + a3) decreases, and the variation of these amplitudes nicely correlates with each other. This clearly suggests a protamine-induced transformation of the aggregate from the TPE-IM/S-βCD association complex to free TPE-IM. As previously hypothesized, the introduction of positively charged PrS molecules competed with TPE-IM molecules to form a complex with S-βCD. This competition causes the disintegration of the TPE-IM/S-βCD assembly complex, resulting in the creation of a PrS/S-βCD complex and the release of free TPE-IM molecules into the solution. Owing to the faster excited-state relaxation associated with free TPE-IM molecules, the gradual disruption of the TPE-IM/S-βCD complex led to a progressively faster decay rate in the observed traces. Thus, the results of the excite-state measurements corroborate those obtained from the steady-state emission measurements. In Section 3.2.3, we have shown that the behaviour of TPE-IM/S-βCD complex is largely unaffected by pH changes within the range of 2–12. However, introducing PrS might change this behavior. To address this, we have conducted experiments examining the fluorescence response of the TPE-IM/S-βCD complex in the presence of PrS under various pH conditions (Fig. S9, ESI†). Our results show that the fluorescence intensity of our system remains stable across different pH levels, demonstrating its reliability even when polyelectrolytes or proteins like PrS are present. This stability is likely due to the nature of protamine, a biomolecule rich in arginine with large cationic charge and an isoelectric point between 12 and 13. Therefore, at pH levels below 12, Protamine retains its positive charge, essential for its interaction with the negatively charged S-βCD, ensuring that the response of the system stays consistent under pH 12.
3.4 Trypsin detection
After obtaining a PrS concentration-dependent response from the TPE-IM/S-βCD supramolecular assembly, we intended to obtain a trypsin concentration-dependent response from TPE-IM/S-βCD/PrS system. For this purpose, the TPE-IM/S-βCD/PrS system was subjected to various concentrations of trypsin, and the results are presented in Fig. 5. As shown in Fig. 5(A), recovery of the fluorescence of the TPE-IM/S-βCD/PrS complex is observed in the presence of different trypsin concentrations, which can be attributed to the disassembly of the S-βCD/PrS complex that subsequently triggers the reassembly of the TPE-IM/S-βCD aggregation system. It is well reported that trypsin-specific cleavage of PrS into smaller fragments leads to the loss of its polycationic nature. This, in turn, leads to the reduced affinity of PrS fragments for S-βCD compared to tetra-cationic TPE-IM. Therefore, in this study, it can be inferred that enzymatic cleavage of PrS leads to the re-aggregation of the TPE-IM/S-βCD complex in aqueous buffer, resulting in an increase in fluorescence intensity at 475 nm. Consequently, the TPE-IM/S-βCD/PrS aggregation complex can be considered a promising platform for trypsin detection. To determine the analytical parameters of the TPE-IM/S-βCD/PrS complex assembly system for trypsin detection, changes in the emission intensity at 475 nm were plotted against various trypsin concentrations and linearly fitted. The results are shown in Fig. 5(B). The limit of detection (LOD) for Trypsin using the TPE-IM/S-βCD/PrS complex is 10 pM within a linear detection range of 0–10 nM. This was determined using the linear regression equation I(F − F0) = 273 [trypsin/nM] + 67, which yielded a regression coefficient (R2) of 0.993. The LOD was calculated using the formula 3σ/s, where ‘s’ represents the slope obtained from the fitted line, and ‘σ’ corresponds to the standard deviation of ten blank readings. Consequently, the TPE-IM/S-βCD/PrS complex shows promise as a sensor probe for trypsin detection. Table 1 compares the LOD of the current detection method for trypsin detection with other reported methods. As demonstrated in Table 1, the sensitivity of the TPE-IM/S-βCD/PrS complex system outperforms numerous previously reported methods.
 |
| Fig. 5 (A) The enzymatic activity of trypsin was evaluated by measuring the fluorescence decay of the TPE-IM/S-βCD/PrS complex (TPE-IM = 19 μM, S-βCD = 5 μM, PrS = 4.5 μM, λex = 350 nm) at 25 °C in 10 mM Tris buffer (pH 8.2) at various trypsin concentrations (nM). (1) 0 (2) 1.6 (3) 2.8 (4) 4 (5) 6 (6) 10 (B). Change in the emission intensity of TPE-IM/S-βCD/PrS (475 nm, 1800th s) in the presence of various trypsin concentrations. The blue circles represent individual data points, whereas the solid black line indicates a linear fit to these points. Error bars display the standard deviation with three replicates (n = 3) for each data point. | |
Table 1 Comparison of various analytical parameters of the trypsin-sensing platforms
S. no. |
Probe/material |
LOD |
Linearity |
Incubation time |
Ref. |
1 |
CuNPs/Cyt-C |
42 ng mL−1 |
0.25–1000 μg mL−1 |
30 |
73
|
2 |
Fe3O4-PDA-HSA/anti-HSA CdTe QDs |
0.25 μg mL−1 |
0.5–30 μg mL−1 |
60 |
74
|
3 |
Mn: ZnSe d-dots-Arg6 |
40 ng mL−1 |
0.1–12.0 μg mL−1 |
30 |
75
|
4 |
Arg6-FAM/graphene oxides |
0.1 μg mL−1 |
0–10 μg mL−1 |
15 |
76
|
5 |
GSH-AuNCs |
0.08 μg mL−1 |
0.2–100 μg mL−1 |
60 |
51
|
6 |
Poly-Arg polymer nanoparticles/graphene oxides |
0.827 μg mL−1 |
0–25 μg mL−1 |
40 |
77
|
7 |
SPR |
25.7 μg mL−1 |
0.0–0.30 mg mL−1 |
|
78
|
8 |
BSA-AuNCs/TMB |
0.6 μg mL−1 |
0.9–1 mg mL−1 |
120 |
79
|
9 |
MPA-AgInZnS |
0.04 μg mL−1 |
0.1–2.0 μg mL−1 |
3.33 |
80
|
10 |
Alkynylplatinum(II) 2,6-bis(benzimidazol-2′-yl)pyridine |
6.36 ng mL−1 |
0.006 to 0.06 μg mL−1 |
|
81
|
11 |
TPE-IM/S-βCD/PrS |
0.24 ng mL |
0–240 ng mL−1 |
None |
This method |
3.5 Selectivity
The specificity of a sensing system is of paramount importance, especially when the target analyte co-exists with other similar entities. Therefore, we sought to evaluate the selectivity of the TPE-IM/S-βCD/PrS complex towards trypsin as compared to other enzymes and proteins. To this end, we recorded steady-state emission spectra in the presence of a diverse set of enzymes and proteins, including alkaline phosphatase (ALP), bovine serum albumin (BSA), choline oxidase (ChOx), glucose oxidase (GluOx), hemoglobin (Hb), horseradish peroxidase (HRP), and lysozyme. Our observations, detailed in Fig. 6(A), revealed that only trypsin demonstrated a distinct binding affinity with the TPE-IM/S-βCD/PrS complex. This unique interaction with trypsin facilitated the selective cleavage of PrS. Following this cleavage, there is a consequential re-aggregation of the TPE-IM/S-βCD complex, culminating in a marked enhancement in fluorescence intensity. The molecular basis of this selectivity can be attributed to specificity of tryptic cleavage towards PrS. In conclusion, the TPE-IM/S-βCD/PrS system exhibited remarkable selectivity for trypsin detection in aqueous solutions. Such specificity, especially in the presence of potential interferences, underscores the robustness of the system and its promising application in complex biological environments.
 |
| Fig. 6 (A) Plot showing the response of the TPE-IM/S-βCD/PrS complex to various enzymes and proteins at a concentration of 10 nM. (B) The response plot illustrates the percentage inhibition of trypsin activity (10 nM) as determined by the decrease in emission of the TPE-IM/S-βCD/PrS complex over a 30-minute period at 25 °C in 10 mM Tris buffer (pH 8.2) while exposed to varying concentrations of benzamidine. The error bars represents the standard deviation (n = 3). | |
3.6 Trypsin inhibition by benzamidine
Next, to determine and demonstrate the potential application of the TPE-IM/S-βCD/PrS aggregation system to detect trypsin inhibitors, a well-known natural inhibitor of trypsin, benzamidine,82 was used as a model inhibitor, and the results are shown in Fig. S10 (ESI†). It is evident from the results that the fluorescence intensity of the TPE-IM/S-βCD/PrS/trypsin complex decreased with time as the concentration of the benzamidine compound increased in the solution (0–160 μM). Next, to measure the inhibitory effect of benzamidine, the percentage inhibition of trypsin activity was evaluated as the recovery of the emission intensity of the TPE-IM/S-βCD/PrS/trypsin complex, and the results are shown in Fig. 6(B). The percentage inhibition was calculated using the formula (F0 − F)/F0, where F0 and F denote the fluorescence intensity of the TPE-IM/S-βCD/PrS/trypsin system at the 1800th second in the absence and presence of benzamidine, respectively. It is visible from the results of Fig. 6(B) that trypsin activity is lost by almost >90% upon the addition of 160 μM of inhibitor. As benzamidine-dependent inhibition of Trypsin has already been well studied,82 the above results demonstrate the potential of the TPE-IM/S-βCD/PrS/trypsin system as a potential sensing platform for detecting trypsin inhibitors.
3.7 Trypsin detection in human serum
Trypsin, as highlighted earlier, serves as a biomarker for a myriad of disease.42,43 Recognizing its clinical significance, we endeavored to validate the performance of our sensing system in a complex biological matrix, namely, human serum. For this purpose, we incorporated the TPE-IM/S-βCD/PrS complex into human serum samples (2%) and subsequently introduced varying concentrations of trypsin. The outcomes, as illustrated in Fig. 7, display a discernible fluorescence enhancement at 475 nm, which is amplified in tandem with increasing trypsin concentrations. This fluorescence behavior mirrors our observations from experiments conducted in an aqueous medium, underscoring the robustness of our system. To quantify the sensitivity of the system in this matrix, we analyzed the data and derived a linear relationship described by the equation IF−F0 = 38[trypsin/nM] + 69. This equation yields an impressive linear regression coefficient (R2) of 0.94. Furthermore, we established a detection limit of 78 pM encompassing a linear concentration span of 0–20 nM.
 |
| Fig. 7 Change in the emission intensity of TPE-IM/S-βCD/PrS in 2% human serum (1100th s at 475 nm) in the presence of various trypsin concentrations. The blue circles signify individual data points, and the solid black line illustrates the linear regression fitted to these points. The error bars display the standard deviation, with a sample size of three (n = 3). | |
Based on these experimental insights, we suggest that the TPE-IM/S-βCD/PrS complex system holds significant promise as an efficient and reliable sensing platform for trypsin detection in real-world biological samples, such as human serum. This capability could potentially update diagnostics, offering a sensitive and rapid method in contrast to existing techniques.
4. Conclusions
In this study, we successfully developed a trypsin-responsive fluorescence turn-on aggregation complex, TPE-IM/S-βCD/PrS. This system leverages the anionic macrocyclic molecule S-βCD and the cationic TPE derivative TPE-IM in conjunction with multi-cationic PrS molecules. Central to this mechanism, a supramolecular assembly (TPE-IM/S-βCD) forms based on electrostatic interactions between polyanionic S-βCD and cationic TPE-IM. Intriguingly, while isolated TPE-IM molecules remain non-fluorescent owing to intramolecular rotational motions, they exhibit strong emission in an S-βCD-induced aggregation state. The presence of PrS, a natural substrate of trypsin, quenched the fluorescence of the TPE-IM/S-βCD complex. This is attributed to the release of free TPE-IM in solution and the consequent formation of an S-βCD/PrS aggregation complex. However, the introduction of trypsin catalyzes the enzymatic cleavage of PrS, prompting the disintegration of the S-βCD/PrS complex and reassembly of the TPE-IM/S-βCD complex. This dynamic system offers a novel approach to trypsin detection. The sensing system showed remarkable linearity across a concentration range of 0–10 nM, with a limit of detection (LOD) as low as 10 pM. In the context of real-world applications, the system effectively detects trypsin in human serum samples, achieving a LOD of 78 pM. Beyond detection, the utility of the platform extends to screening for trypsin inhibitors, as demonstrated with benzamidine, a natural trypsin inhibitor. This platform stands out as a simple, rapid, and sensitive solution, enriching the toolkit available to researchers and clinicians focusing on trypsin detection and related endeavors. The potential of this system in clinical diagnostics, especially in monitoring trypsin-related diseases, is noteworthy and could pave the way for improved patient care. Furthermore, its application in screening trypsin inhibitors provides opportunities for drug discovery, particularly under conditions characterized by trypsin overactivity. We anticipate that this platform will inspire further research into therapeutic agents targeting trypsin or related proteases, marking a significant step in the biochemistry and diagnostics domain.
Conflicts of interest
The authors declare no competing financial interest.
Acknowledgements
The authors acknowledge the support from the host institute during the course of this work. Jasvir Kaur thanks the Indian Council of Medical Research, New Delhi, for providing the financial support.
References
-
L. Peng, G. Zhang, D. Zhang, J. Xiang, R. Zhao, Y. Wang and D. Zhu, A Fluorescence “Turn-On” Ensemble for Acetylcholinesterase Activity Assay and Inhibitor Screening DOI:10.1021/ol9016723, (accessed October 18, 2022).
- Q. Hao, Y. Kang, J.-F. Xu and X. Zhang, Langmuir, 2021, 37, 6062–6068 CrossRef CAS PubMed.
- N. Swaminathan, N. Sharma, Y. Nerthigan and H.-F. Wu, Appl. Surf. Sci., 2021, 554, 149600 CrossRef CAS.
- D. Ding, K. Li, B. Liu and B. Z. Tang, Acc. Chem. Res., 2013, 46, 2441–2453 CrossRef CAS PubMed.
- J. Shi, Y. Li, Q. Li and Z. Li, ACS Appl. Mater. Interfaces, 2018, 10, 12278–12294 CrossRef CAS PubMed.
- Y. Lu, A. A. Aimetti, R. Langer and Z. Gu, Nat. Rev. Mater., 2016, 2, 1–17 Search PubMed.
- A. Tanaka, Y. Fukuoka, Y. Morimoto, T. Honjo, D. Koda, M. Goto and T. Maruyama, J. Am. Chem. Soc., 2015, 137, 770–775 CrossRef CAS PubMed.
- B. Renoux, F. Raes, T. Legigan, E. Péraudeau, B. Eddhif, P. Poinot, I. Tranoy-Opalinski, J. Alsarraf, O. Koniev, S. Kolodych, S. Lerondel, A. L. Pape, J. Clarhaut and S. Papot, Chem. Sci., 2017, 8, 3427–3433 RSC.
- Q. Hu, P. S. Katti and Z. Gu, Nanoscale, 2014, 6, 12273–12286 RSC.
- A. J. Harnoy, I. Rosenbaum, E. Tirosh, Y. Ebenstein, R. Shaharabani, R. Beck and R. J. Amir, J. Am. Chem. Soc., 2014, 136, 7531–7534 CrossRef CAS PubMed.
- J. Mu, J. Lin, P. Huang and X. Chen, Chem. Soc. Rev., 2018, 47, 5554–5573 RSC.
- G. Bharath, R. Madhu, S.-M. Chen, V. Veeramani, A. Balamurugan, D. Mangalaraj, C. Viswanathan and N. Ponpandian, J. Mater. Chem. B, 2015, 3, 1360–1370 RSC.
- Y. Wang, C. Hou, Y. Zhang, F. He, M. Liu and X. Li, J. Mater. Chem. B, 2016, 4, 3695–3702 RSC.
- D.-S. Guo, K. Wang, Y.-X. Wang and Y. Liu, J. Am. Chem. Soc., 2012, 134, 10244–10250 CrossRef CAS PubMed.
- X. Xiao, Z. Xu, W. Wang, S. Sun, Y. Qiao, L. Jiang, Y. Yan and J. Huang, Langmuir, 2021, 37, 8348–8355 CrossRef CAS PubMed.
- D.-S. Guo, T.-X. Zhang, Y.-X. Wang and Y. Liu, Chem. Commun., 2013, 49, 6779–6781 RSC.
- Y. Ding, Y. Kang and X. Zhang, Chem. Commun., 2014, 51, 996–1003 RSC.
- Y.-C. Pan, H. Wang, X. Xu, H.-W. Tian, H. Zhao, X.-Y. Hu, Y. Zhao, Y. Liu, G. Ding, Q. Meng, B. J. Ravoo, T. Zhang and D.-S. Guo, CCS Chem., 2020, 3, 2485–2497 CrossRef.
- J. Kaur and P. K. Singh, Sens.
Actuators, B, 2021, 346, 130517 CrossRef CAS.
- J. Kaur, D. N. Nadimetla, S. V. Bhosale and P. K. Singh, J. Phys. Chem. B, 2022, 126, 1147–1155 CrossRef CAS PubMed.
- J. Wang, Y. Zhao, F.-X. Ma, K. Wang, F.-B. Wang and X.-H. Xia, J. Mater. Chem. B, 2013, 1, 1406–1413 RSC.
- N. H. Mudliar and P. K. Singh, Chem. – Eur. J., 2016, 22, 7394–7398 CrossRef CAS PubMed.
- G. Singh and P. K. Singh, Langmuir, 2019, 35, 14628–14638 CrossRef CAS PubMed.
- Y. Chen and Y. Liu, Chem. Soc. Rev., 2010, 39, 495–505 RSC.
- J. Luo, Z. Xie, J. W. Y. Lam, L. Cheng, H. Chen, C. Qiu, H. S. Kwok, X. Zhan, Y. Liu, D. Zhu and B. Z. Tang, Chem. Commun., 2001, 1740–1741 RSC.
- Y. Ren, J. W. Y. Lam, Y. Dong, B. Z. Tang and K. S. Wong, J. Phys. Chem. B, 2005, 109, 1135–1140 CrossRef CAS PubMed.
- T. Zhou, Q. Wang, M. Liu, Z. Liu, Z. Zhu, X. Zhao and W.-H. Zhu, Aggregate, 2021, 2, e22 CrossRef CAS.
- H. Li, H. Kim, J. Han, V.-N. Nguyen, X. Peng and J. Yoon, Aggregate, 2021, 2, e51 CrossRef CAS.
- L. Peng, L. Xiao, Y. Ding, Y. Xiang and A. Tong, J. Mater. Chem. B, 2018, 6, 3922–3926 RSC.
- N. Gu and S. Liu, J. Mater. Chem. B, 2020, 8, 3168–3170 RSC.
- H.-B. Wang, B.-B. Tao, A.-L. Mao, Z.-L. Xiao and Y.-M. Liu, Sens. Actuators, B, 2021, 348, 130729 CrossRef CAS.
- H.-B. Wang, A.-L. Mao, T. Gan and Y.-M. Liu, Analyst, 2020, 145, 7009–7017 RSC.
- S. K. Liew, S. Malagobadan, N. M. Arshad and N. H. Nagoor, Biomolecules, 2020, 10, 138 CrossRef CAS PubMed.
- E. E. Bittar, Arch. Intern. Med., 1962, 109, 601–602 CrossRef CAS PubMed.
- O. L. Tavano, A. Berenguer-Murcia, F. Secundo and R. Fernandez-Lafuente, Compr. Rev. Food Sci. Food Saf., 2018, 17, 412–436 CrossRef PubMed.
- J. Kaur and P. K. Singh, Crit. Rev. Anal. Chem., 2020, 1–19 CAS.
- I. M. E. Lacroix, X.-M. Chen, D. D. Kitts and E. C. Y. Li-Chan, Food Funct., 2017, 8, 701–709 RSC.
- X. Wang, H. Chen, X. Fu, S. Li and J. Wei, LWT--Food Sci. Technol., 2017, 75, 93–99 CrossRef CAS.
- J. Z. Kiser, M. Post, B. Wang and M. Miyagi, J. Proteome Res., 2009, 8, 1810–1817 CrossRef CAS PubMed.
- S. N. Huang, H. Minassian and J. D. More, Lab. Invest., 1976, 35, 383–390 CAS.
- E. Vandermarliere, M. Mueller and L. Martens, Mass Spectrom. Rev., 2013, 32, 453–465 CrossRef CAS PubMed.
- M. Hirota, M. Ohmuraya and H. Baba, J. Gastroenterol., 2006, 41, 832–836 CrossRef CAS PubMed.
- P. Dandona, M. Hodson, J. Bell, L. Ramdial, I. Beldon and J. C. Batten, Thorax, 1981, 36, 60–62 CrossRef CAS PubMed.
- V. Fonseca, O. Epstein, A. Katrak, D. Junglee, D. P. Mikhailidis, N. McIntyre and P. Dandona, J. Clin. Pathol., 1986, 39, 638–640 CrossRef CAS PubMed.
- H. C. Heinrich, E. E. Gabbe and F. Ičagić, Klin. Wochenschr., 1979, 57, 1237–1238 CrossRef CAS PubMed.
- M. Amouzadeh Tabrizi, J. Ferré-Borrull and L. F. Marsal, Sci. Rep., 2020, 10, 2356 CrossRef CAS PubMed.
- A. D. Kersey, T. A. Berkoff and W. W. Morey, Opt. Lett., 1993, 18, 1370–1372 CrossRef CAS PubMed.
- J. A. Braatz, C. Elias, J. G. Finny, H. Tran and M. McCaman, J. Immunol. Methods, 2015, 417, 131–133 CrossRef CAS PubMed.
- M. Dong, H. Qi, S. Ding and M. Li, Microchim. Acta, 2015, 182, 43–49 CrossRef CAS.
- N. A. Karaseva, B. Pluhar, E. A. Beliaeva, T. N. Ermolaeva and B. Mizaikoff, Sens. Actuators, B, 2019, 280, 272–279 CrossRef CAS.
- H. Li, M. Yang, D. Kong, R. Jin, X. Zhao, F. Liu, X. Yan, Y. Lin and G. Lu, Sens. Actuators, B, 2019, 282, 366–372 CrossRef CAS.
- N.-N. Wu, L.-G. Chen, M.-Z. Xiao, R.-Y. Yuan and H.-B. Wang, Microchim. Acta, 2023, 190, 158 CrossRef CAS PubMed.
- P. Li, Y. Liu, X. Wang and B. Tang, Analyst, 2011, 136, 4520–4525 RSC.
- K. Wang, D.-S. Guo, M.-Y. Zhao and Y. Liu, Chemistry, 2016, 22, 1475–1483 CrossRef CAS PubMed.
-
X. Dai, Y. Chen and Y. Liu, in Handbook of Macrocyclic Supramolecular Assembly, ed. Y. Liu, Y. Chen and H.-Y. Zhang, Springer, Singapore, 2019, pp. 1–19 Search PubMed.
- C. Kotras, M. Fossépré, M. Roger, V. Gervais, S. Richeter, P. Gerbier, S. Ulrich, M. Surin and S. Clément, Front. Chem, 2019, 7, 493 CrossRef CAS PubMed.
- M. Kumbhakar, P. K. Singh, A. K. Satpati, S. Nath and H. Pal, J. Phys. Chem. B, 2010, 114, 10057–10065 CrossRef CAS PubMed.
- A. M. Pettiwala and P. K. Singh, Spectrochim. Acta, Part A, 2018, 188, 120–126 CrossRef CAS PubMed.
- P. K. Singh, A. K. Satpati, M. Kumbhakar, H. Pal and S. Nath, J. Phys. Chem. B, 2008, 112, 11447–11450 CrossRef CAS PubMed.
- P. K. Singh, S. Nath, A. C. Bhasikuttan, M. Kumbhakar, J. Mohanty, S. K. Sarkar, T. Mukherjee and H. Pal, J. Chem. Phys., 2008, 129, 114504 CrossRef CAS PubMed.
-
J. R. Lakowicz, Principles of Fluorescence Spectroscopy, Plenum Press, New York, 2006 Search PubMed.
- X. Lou and Y. Yang, Aggregate, 2020, 1, 19–30 CrossRef.
- Y. Cai, L. Du, K. Samedov, X. Gu, F. Qi, H. H. Y. Sung, B. O. Patrick, Z. Yan, X. Jiang, H. Zhang, J. W. Y. Lam, I. D. Williams, D. L. Phillips, A. Qin and B. Z. Tang, Chem. Sci., 2018, 9, 4662–4670 RSC.
- E. Arad, H. Green, R. Jelinek and H. Rapaport, J. Colloid Interface Sci., 2020, 573, 87–95 CrossRef CAS PubMed.
- J. Kaur and P. K. Singh, Sens. Actuators, B, 2021, 130517 CrossRef CAS.
- S. P. Pandey, P. Jha and P. K. Singh, J. Mol. Liq., 2020, 315, 113625 CrossRef CAS.
- J. Kaur and P. K. Singh, Microchem. J., 2022, 183, 108091 CrossRef CAS.
- A. A. Awasthi and P. K. Singh, J. Phys. Chem. B, 2017, 121, 6208–6219 CrossRef CAS PubMed.
-
M. M. Cox and D. L. Nelson, Principles of Biochemistry, W H Freeman & Co, 2008 Search PubMed.
- J. Kaur, J. N. Malegaonkar, S. V. Bhosale and P. K. Singh, J. Mol. Liq., 2021, 333, 115980 CrossRef CAS.
- J. Kaur, J. Malegaonkar, S. Bhosale and P. Singh, J. Mol. Liq., 2021, 333, 115980 CrossRef CAS.
- V. R. Singh, J. N. Malegaonkar, S. V. Bhosale and P. K. Singh, Org. Biomol. Chem., 2020, 18, 8414–8423 RSC.
- L.-J. Ou, X.-Y. Li, L.-J. Li, H.-W. Liu, A.-M. Sun and K.-J. Liu, Analyst, 2015, 140, 1871–1875 RSC.
- T. Xia, Q. Ma, T. Hu and X. Su, Talanta, 2017, 170, 286–290 CrossRef CAS PubMed.
- X. Gao, G. Tang, Y. Li and X. Su, Anal. Chim. Acta, 2012, 743, 131–136 CrossRef CAS PubMed.
- X. Gu, G. Yang, G. Zhang, D. Zhang and D. Zhu, ACS Appl. Mater. Interfaces, 2011, 3, 1175–1179 CrossRef CAS PubMed.
- J. Noh, B.-J. Chae, B.-C. Ku and T. S. Lee, J. Polym. Sci., Part A: Polym. Chem., 2014, 52, 1898–1904 CrossRef CAS.
- S. Dutta, K. Saikia and P. Nath, RSC Adv., 2016, 6, 21871–21880 RSC.
- G.-L. Wang, L.-Y. Jin, Y.-M. Dong, X.-M. Wu and Z.-J. Li, Biosens. Bioelectron., 2015, 64, 523–529 CrossRef CAS PubMed.
- Y. Liu, F. Zhang, X. He, P. Ma, Y. Huang, S. Tao, Y. Sun, X. Wang and D. Song, Sens. Actuators, B, 2019, 294, 263–269 CrossRef CAS.
- C. W.-T. Chan, H.-K. Cheng, F. K.-W. Hau, A. K.-W. Chan and V. W.-W. Yam, ACS Appl. Mater. Interfaces, 2019, 11, 31585–31593 CrossRef CAS PubMed.
- R. Mogaki, K. Okuro and T. Aida, Chem. Sci., 2015, 6, 2802–2805 RSC.
|
This journal is © The Royal Society of Chemistry 2024 |
Click here to see how this site uses Cookies. View our privacy policy here.