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. 2024 Oct 31;14:26223. doi: 10.1038/s41598-024-72773-6

Characterizing the photoluminescence of fluorescein-labeled cellulose in aqueous and alcohol solutions: influence of the cellulose backbone

Chi-Yang Yen 1, Shailesh Rana 2, Kamlesh Awasthi 2, Nobuhiro Ohta 2,, Masahito Oh-e 1,
PMCID: PMC11528010  PMID: 39482331

Abstract

Although many dyes have been introduced into cellulose, whether bound to its backbone or within a cellulose matrix, few studies have determined whether the backbone statically or dynamically quenches the photoluminescence of the dye. To advance cellulosic fluorescent films, the influence of the cellulose backbone on photoluminescence must be understood. We determined the fluorescence properties of fluorescein isothiocyanate (FITC) and fluorescein-labeled cellulose (FLC) in water and alcohol, including their quantum yields Inline graphic, lifetimes Inline graphic, and rates of radiative Inline graphic and nonradiative Inline graphic decay. Dissolved FLC had a ~ 30× lower Inline graphic than FITC, suggesting that incorporating FITC into the cellulose backbone remarkably reduces the fluorescence efficiency. The FLC solutions had a six-fold lower Inline graphic than their FITC counterparts but a 10–20 times higher Inline graphic. Presumably, this was because the cellulose backbone interacted weakly with the fluorescein moieties, suggesting a quenching mechanism that can be termed quasi-static, corresponding to static quenching between the fluorescein moieties and cellulose backbone, in addition to the fluorescence quenching caused by the intramolecular nonradiative processes of fluorescein, as observed in conventional molecules. Using the Strickler‒Berg formula, we deduced the analytical radiative decay rate constants Inline graphic and eventually estimated the number of very short-lived fluorescein moieties per single fluorescent fluorescein moiety, corresponding well with static quenching.

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-024-72773-6.

Keywords: Cellulose, Fluorescein, Photoluminescence, Fluorescence, Quenching, Lifetime

Subject terms: Photochemistry, Physical chemistry, Biomaterials, Condensed-matter physics, Soft materials, Fluorescent probes, Chemical physics

Introduction

Cellulose science and technology have been actively advancing in a wide range of disciplines, including chemistry, biology, physics, and photonics. Cellulose is an abundant renewable biomaterial produced by plants via biosynthesis, forming microfibrils that further assemble into cellulose fibers13. In addition to the eco-friendly, sustainable nature of cellulose, various useful properties have been unveiled such as high strength4, light weight5, low thermal expansion6, and other unique properties713.

Photonics researchers are interested in how the iridescence of cellulose films can be induced by the alignment and helical pitch of cellulose nanocrystals. Such coloration is observed on the external surfaces of living creatures1422; however, unlike natural processes, controlling the order of molecular scales from nanoscopic to macroscopic lengths remains challenging2327. A recent optoelectronic application of cellulose nanocrystals is cellulose pigments28, which have also been investigated for large-scale fabrication29.

Integrating functionality into sustainably sourced fluorescent films using renewable resources is being actively investigated3032; however, many conventional fluorescent films are made from unsustainable resources that face technical economic issues in recycling, greatly impacting ecosystems. From this perspective, fluorescent films should preferably be developed from renewable resources while merging functionality with sustainability. Of particular interest are cellulose films incorporated with fluorescent dyes, as these films could perfectly combine the inherent functionalities of the dyes with the excellent optical and mechanical properties of these naturally sourced films3337.

To develop such fluorescent films from cellulose, however, we must carefully pursue a comprehensive understanding of the host/guest interactions between cellulose and fluorescent molecules. The microenvironmental rigidity of polymers including cellulose is well known3843; when dyes are linked to cellulose, the microenvironmental (i.e., local) rigidity may increase, which usually decreases the rate of nonradiative decay and thus increases the quantum yield. Fluorescein is a very common, highly fluorescent dye that is used as a tracer in a wide range of applications, including forensics, analytical chemistry, and biomedical analysis4447. Despite its popularity, however, it is typically used with unsustainable substrates, which raises the questions of how sustainable cellulose as a medium interacts with fluorescein and how the presence of the cellulose backbone affects its photoluminescence (PL) properties. The PL properties of this popular dye have been thoroughly studied4851, including the effects of solvent and temperature5257 in the ground and excited states. Despite the increasing use of cellulose as a medium, however, few studies have examined how cellulose interacts with fluorescein, although the fluorescence of a fluorescein derivative was reportedly enhanced on the cellulose backbone58. Moreover, the microenvironmental rigidity of the cellulose backbone has been reported to increase the quantum yield and decrease the non-radiative decay3843, but we have observed the opposite effect on the quantum yield of fluorescein. Given that the literature on this specific topic is limited, we sought to more comprehensively answer the fundamental question of how the cellulose backbone affects the PL properties of dyes.

Accordingly, we aimed to compare the PL properties of fluorescein with and without a cellulose backbone to fundamentally understand how the cellulose backbone influences the fluorescence of dye molecules. In particular, we compared the PL properties of fluorescein isothiocyanate (FITC)59 with those of fluorescein-labeled cellulose (FLC) in aqueous and alcoholic solutions. Figure 1 provides an overview of the investigation, along with schematics of the materials compared and a summary of the results discussed herein. Observed differences in their fluorescence behaviors revealed how the interactions between the cellulose backbone and fluorescein moieties affect the PL properties of fluorescein. Our intention is not necessarily to demonstrate the use of fluorescein for practical fluorescent film applications; however, dyes are being introduced into cellulose chains or matrices without serious consideration of the photophysics of the dyes. Nonetheless, although some reports have been published from the viewpoint of the microenvironmental rigidity of the cellulose backbone3841,43, to the best of our knowledge, little has been discussed about how the cellulose backbone quenches PL. This study reveals the existence of a quenching mechanism and highlights the need for caution when fluorescent dyes will be bound to the cellulose backbone.

Fig. 1.

Fig. 1

Graphical depiction of the investigation, including the chemical structures of the materials being compared and a summary of the results.

Results and discussion

Solid states experience various deactivation processes from photoexcited states, such as excitation energy transfer, exciton delocalization, the trapping of energy transfer and excitons, and the formation of a nonradiative aggregate in an excited state6062. To avoid such complex processes and probe only the interactions between the fluorescein moieties and cellulose backbone, we investigated diluted solutions instead of films. Figure 2 compares the ultraviolet‒visible (UV‒Vis) absorption and fluorescence spectra with representative excitation spectra of the FLC and FITC solutions. In the absorption spectra of the FLC solutions, changing the solvent scarcely affects the absorption properties, except for slight shifts in the maximum peak wavelength (Inline graphic), which indicates the electronic transition from the ground to the first excited state (S0 → S1). This transition is attributed mainly to the transition from the highest-occupied molecular orbital (HOMO) to the lowest-occupied molecular orbital (LUMO) with a small contribution from HOMO-5 → LUMO59,63,64. The HOMO and LUMO are known to be located on the xanthene moiety59,63.

Fig. 2.

Fig. 2

(a) UV‒Vis absorption and (b) fluorescence spectra of FLC solutions with Inline graphic. Note that Inline graphic is calculated using 7.55 fluorescein moieties per single chain. The number of fluorescein moieties is discussed in “Quantifying the fluorescein moieties per chain.” (c) (d) Corresponding FITC solutions with Inline graphic. The excitation spectra in (b) and (d) were recorded from aqueous solutions, and those from other solutions also matched the absorption spectra well. The excitation wavelength for recording the fluorescence spectra was 450 nm.

The Inline graphic absorbances of FLC are 490, 493, and 495 nm (all with a shoulder near 470 nm) in water, methanol, and ethanol, respectively, which have dielectric constants of 78.3, 32.7, and 24.6 at 25 °C. Although we avoided considering shifts in Inline graphic owing to the few available solvents and the lack of clear variations beyond the error range, the polarity property of a solvent generally influences Inline graphic, which could also possibly be affected by the different structures caused by different solvents. However, we recognize that the absorption spectra of the FLC solutions changed much less than those of their FITC counterparts. In the absorption spectra of FITC in water, methanol, and ethanol, the Inline graphic values of the solutions are 492, 487, and 497 nm, respectively, which are shifted only slightly from those of their FLC counterparts. Surprisingly, however, the type of solvent significantly influences the shape of the absorbance spectra, and the absorbance at Inline graphic is significantly higher in water than that in the alcohols (Fig. 2(c)).

The solvent also affected the fluorescence spectra of the FLC and FITC solutions, as shown in Fig. 2(b) and (d). The effect on FLC was far smaller than that on FITC, however, with the fluorescence intensity of the latter varying significantly. The excitation spectra of each sample agreed well with the absorption spectra; thus, the fluorescence originated from FITC itself and the fluorescein moieties of the FLC.

Notable solvent dependence was observed in the absorption and fluorescence spectra of FITC, whereas those of FLC scarcely changed, except for the slight shifts in the peaks. As these spectra were recorded to probe the fluorescein moieties, the distinctions between the spectral features of FLC and FITC must depend on whether cellulose backbones are present. From this perspective, the cellulose backbones surround and interact with their fluorescein moieties as well as those of neighboring molecules, thus shielding them from the solvent environment.

On the other hand, FITC is sensitive to the potential of hydrogen (i.e., the pH) and forms multiple species, including some tautomers51,65. The multiple prototropic forms of FITC are due to the presence of its xanthene and benzoic acid moieties, which can exist in multiple ionization states59,66. The benzoate carboxyl group also enables lactone formation. However, the pH of both the alcohol and aqueous solutions in our system was within the range of 6.2‒6.9. Further, the fluorescence spectra were acquired at 450 nm excitation, but we confirmed that the fluorescence spectra recorded with excitation at 490 nm were the same as those excited at 450 nm. The pH dependence would be expected to cause a large difference in the fluorescence spectra between excitation at 450 and 490 nm; however, this was not the case with our system.

To reveal the interactions between the fluorescein moieties and cellulose backbone, we acquired the fluorescence properties of the FLC and FITC solutions, including the PL quantum yields Inline graphic, lifetimes Inline graphic, and rate constants Inline graphic and Inline graphic of radiative and nonradiative decay, respectively. The Inline graphic of each sample was quantified using quinine sulfate (Inline graphic) in 0.1 N H2SO4 solution and fluorescein sodium salt (FSS) in 0.1 N NaOH solution as a fluorescence standard. The Inline graphic of the latter determined using that of the former with excitation at 350 nm was approximately 0.92, which is almost the same as the reference value67, demonstrating the precision of the method. FSS (Inline graphic) in 0.1 N NaOH solution with excitation at 450 nm was then used to determine the Inline graphic of other samples. Experimentally, Inline graphic and Inline graphic can be deduced from Inline graphic, which must be determined by carefully fitting the fluorescence decay profiles recorded using time-correlated single photon counting. Figure 3 shows the typical PL decay profiles of each sample. Table 1 summarizes the Inline graphic values obtained for each solution. The decay profiles were fitted as a mono-exponential decay, i.e., Inline graphic, or a bi-exponential decay, i.e., Inline graphic, from which the lifetimes Inline graphic and pre-exponential factors Inline graphic were calculated together with the average lifetime Inline graphic. The PL decay profiles of FITC that we acquired are mono-exponential, from which the single component Inline graphic values in each solution were obtained, as listed in Table 1. These findings are in agreement with previously reported ones68,69, which corroborates our new observations on the PL decay profiles of the FLC solutions, which exhibit a bi-exponential function with two components, a fast and slow decay.

Fig. 3.

Fig. 3

Semi-log plot of the normalized PL decay profiles of FLC and FITC in (a) water, (b) methanol, and (c) ethanol. The black and blue dots in the graphs are experimental values for FLC and FITC, respectively, while the solid red and yellow lines are the corresponding analytical fits.

Table 1.

PL lifetimes Inline graphic deduced from the fluorescence decay profiles of FLC and FITC in water, methanol, and ethanol.

Solute Solvent Inline graphic Inline graphic Inline graphic
FLC Water 0.09 (0.77) 2.79 (0.23) 0.71
Methanol 0.12 (0.82) 2.69 (0.18) 0.58
Ethanol 0.13 (0.86) 2.46 (0.14) 0.46
FITC Water 3.27 (1.00) - 3.27
Methanol 3.25 (1.00) - 3.25
Ethanol 3.53 (1.00) - 3.53

The fluorescence was monitored at λ = 520 nm. Inline graphic, Inline graphic, Inline graphic, and Inline graphic are the parameters for fitting the PL decay profiles using Inline graphic. The average lifetime (Inline graphic) was estimated by Inline graphic.

Table 2 summarizes the experimentally obtained Inline graphic, Inline graphic, and Inline graphic, together with the analytic Inline graphic calculated for each solution using the Strickler‒Berg formula70. In this analysis, Inline graphic and Inline graphic were determined by Inline graphic and Inline graphic, respectively. To estimate the Inline graphic of FLC, the number of fluorescein moieties incorporated into a single cellulose chain was considered to be in the range of ~ 7–14, as described in “Quantifying the fluorescein moieties per chain.” Further, each fluorescein moiety in the FLC solutions was assumed to be identical to that in the aqueous FITC solutions, as the absorption spectra of the two types of solutions are very similar. The Inline graphic values of FITC that we acquired are close to previous values obtained at roughly pH 6.571. Significantly, however, the Inline graphic of FLC in each solution was one order of magnitude lower than that of its FITC counterpart. This experimentally observed reduction in Inline graphic together with the shielding effect observed in the absorption and fluorescence spectra suggest interactions between the fluorescein moieties and cellulose backbone in FLC. The cellulose backbone does not exhibit absorption from 400 to 550 nm; thus, fluorescence resonance energy transfer does not occur. The microenvironmental rigidity created by polymer chains is often discussed to determine how dye molecules interact with polymers3841,43. If this property of the cellulose backbone influences the PL behavior of fluorescein molecules, the nonradiative decay rates should decrease; however, we observed the opposite. Presumably, a different kind of interaction between the fluorescein moieties and cellulose backbone would play a role in causing the opposite behavior.

Table 2.

PL properties of FLC and FITC.

Solute Solvent Inline graphic Inline graphic Inline graphic Inline graphic
FLC Water 0.014 0.19 1.39 1.40‒2.53*
Methanol 0.014 0.23 1.69 1.36‒2.45*
Ethanol 0.018 0.38 2.14 1.41‒2.54*
FITC Water 0.40 1.22 0.18 2.35
Methanol 0.52 1.60 0.15 1.47
Ethanol 0.67 1.90 0.09 1.70

The fluorescence was monitored at λ = 520 nm. Inline graphicInline graphic, and Inline graphic are the quantum yield and the rate constants of radiative and nonradiative decay, respectively. Inline graphic is the rate constant of radiative decay calculated using the Strickler‒Berg formula. *See the text for the estimation of these values.

As with FITC, the excitation and absorption spectra of each FLC solution were the same; thus, it is only the fluorescein moieties of FLC that fluoresce. Surprisingly, however, each FLC solution yielded an unusually low Inline graphic, which was approximately six-fold lower than that of its FITC counterpart and roughly 10-fold lower than analytically estimated Inline graphic. More specifically, not only was the Inline graphic derived from Inline graphic approximately 10-fold lower than Inline graphic, but so was the Inline graphic obtained by dividing the quantum yield of the fast component Inline graphic by the lifetime of the fast component Inline graphic, suggesting that most of the quenched fluorescence cannot be observed in the decay profiles. The fast Inline graphic and slow Inline graphic components decomposed from the PL decay profile of FLC are summarized in the Supplementary Information (Supplementary Tables S1 and S2). Attributing the decrease in Inline graphic to the decrease in Inline graphic, however, would hardly be reasonable, because Inline graphic tends not to change when the fluorophore has the same extinction coefficient72, as is the case in our systems, considering that the fluorophores of FLC are still fluorescein moieties. Further, the increase in Inline graphic suggests that the strong quenching must be due to static quenching.

Although in typical static quenching, PL is completely quenched by statically formed complexes and species73,74, we assumed that weak interactions occur between the fluorescein moieties and cellulose backbone, which enable some but not complete quenching. In addition, we considered the case wherein the statically but incompletely quenched PL is too fast to be detected under our experimental conditions, which can be termed quasi-static quenching.

Based on this model, we estimated the intrinsic Inline graphic values Inline graphic of FLC with Inline graphic and the rate constants Inline graphic for radiative decay calculated using the Strickler‒Berg formula70. Table 2 reveals that the Inline graphic values of FITC are on the same order of magnitude as the corresponding Inline graphic values; therefore, it is reasonable to assume that the Inline graphic values of FITC are equivalent to those of the fluorescein moieties of FLC, because FITC is intrinsically the same fluorophore as that of FLC. In fact, the calculated Inline graphic values for FLC were almost identical to those for FITC.

Quantifying the fluorescein moieties per chain

Note that there is ambiguity in quantifying the concentration Inline graphic of the fluorescein moieties in each FLC solution, which depends on the number of fluorescein moieties incorporated into a single cellulose backbone. As the specification for the custom degree of substitution, approximately 14 fluorescein moieties were designed for incorporation into a single cellulose backbone. According to our investigation, however, a single cellulose chain contained seven to eight fluorescein moieties, deviating approximately two-fold from the product specification. This fact was deduced by comparing the absorption spectra of the FLC and FITC solutions, because the ratio between their respective FITC concentrations should be equal to the ratio between their absorbances. This possible discrepancy in the number of fluorescein moieties in a single chain prompted us to consider a range of Inline graphic rather than a single value. Dye extinction coefficients often vary with the solvent, and analogously, fluorescein moieties bound to the cellulose backbone do not necessarily exhibit the same extinction coefficients as unbound FITC molecules, given the difference in their surrounding media or environments. From these perspectives, that is also why it is reasonable to consider a range of Inline graphic values rather than a single value. The range of the Inline graphic of the FLC solutions given in Table 2 arises from this ambiguity. In typical static quenching, the absorption spectral features change as a function of the quencher concentration. This ambiguity, however, prevented us from accurately determining differences in the absorption spectra of FLC and FITC, including their absorption coefficients. Rather, weak interactions may be the ones that do not change the absorption spectrum.

According to the absorbance ratio, Inline graphic was quantified to be 7.31‒13.2 µM, which corresponds to 7.55‒14.0 fluorescein moieties per single chain. Accordingly, the Inline graphic values in the FLC solutions were calculated, as summarized in Table 2, and they were indeed on the same order of magnitude as Inline graphic and Inline graphic in the FITC solutions. From the Inline graphic and Inline graphic values in water, methanol, and ethanol, Inline graphic for each solution can eventually be deduced using Inline graphic, i.e., Inline graphic1.02‒1.83, 0.994‒1.79, and 0.792‒1.43 × 1010 s–1, respectively, with corresponding values of Inline graphic53.8‒97.1, 55.1‒99.3, and 68.9‒124 ps. These time scales are obviously different from the Inline graphic deduced from the PL decay profiles of FLC summarized in Table 1, suggesting the existence of an unexpected fast PL decay component that could not be identified in the present experiments. Note that the PL lifetime of an extremely short-lived component (Inline graphic) cannot be quantified, as our system does not allow distinguishing speeds below 60 ps. Therefore, we estimate possible time scales for an extremely fast component together with the pre-exponential factor by dividing the Inline graphic values obtained from Inline graphic into the experimentally observed Inline graphic and the undetectably short-lived component Inline graphic, assuming that the PL decay profiles can be given by Inline graphic.

Figure 4 shows the deduced pre-exponential factor Inline graphic of a short-lived component assuming that its possible Inline graphic values are undetectably short in the FLC solutions. Based on Inline graphic and Inline graphic, Inline graphicis defined as Inline graphic. When three components are considered, the decay profile Inline graphic is represented by Inline graphic. Thus, the average lifetime is described as Inline graphic, which corresponds to Inline graphic. Therefore,

graphic file with name M121.gif 1

Fig. 4.

Fig. 4

Relationships between the pre-exponential factor Inline graphic and lifetime Inline graphic of an anticipated extremely short-lived fluorescein component for time scales of 0.1‒40 ps, which is too fast to be detected, in (a) water, (b) methanol, and (c) ethanol. Hatched colored regions indicate the possible existence of an extremely fast component, which depends on the number of fluorescein moieties incorporated into a cellulose backbone.

where A is defined as Inline graphic; however, Inline graphic when Inline graphic is unity. Inline graphic can then be analyzed using the Inline graphic values summarized in Table 2, the ranges of which are based on the ambiguity in quantifying the concentration Inline graphic of the fluorescein moieties in each FLC solution. Figure 4 covers the range of Inline graphic for each FLC solution, and the pre-exponential factor Inline graphic with Inline graphic is obtained by assuming that Inline graphic ranges from 0.1 to 40 ps. The values of the pre-exponential factor in the graph correspond to the number of fluorescein moieties that are quenched when one fluorescein moiety fluoresces. Thus, although this number varies because of the ambiguity in how much fluorescein is incorporated into a single cellulose backbone, when one fluorescein moiety fluoresces, multiple fluorescein moieties are quasi-statically quenched owing to interactions with the cellulose backbone.

Figure 5 juxtaposes the photoluminescence behaviors of unbound FITC with those of the fluorescein moieties of FLC; in the latter, most of the fluorescein sites are quasi-statically quenched, with a few of sites still fluorescing. Based on this characterization, the number of unidentified short-lived fluorescein moieties per single fluorescing fluorescein moiety are estimated, as shown in Fig. 4. As the Inline graphic of the short-lived component becomes shorter, the number of quenched fluorescein sites decreases. This analysis also indicates that the efficiency of static quenching increases in the order of ethanol, methanol, and water. Further, the smaller the number of fluorescein moieties introduced into a cellulose backbone, the higher the probability of static quenching. These results cannot identify a specific interaction at the molecular level; however, hydroxyl groups on the cellulose backbone may play a role, as the backbone is mainly composed of these groups. Emphasis should be placed on the fact that the observed fluorescence is not caused by an impurity but originates from fluorescein moieties in the cellulose backbone, as the excitation spectra (dashed line, Fig. 2(b)) acquired multiple times from the FLC solutions are the same as their absorption spectra (Fig. 2(a)). This atypical type of static quenching may be referred to as quasi-static quenching, as the degree of quenching is incomplete, thus allowing some PL; this incomplete quenching can be attributed to fluorescent fluorescein moieties and components that are nearly quenched very quickly. Therefore, Inline graphic becomes too short to be detected, which was indeed the case with our results. Notably, the analysis in Fig. 4 suggests that as the number of fluorescein moieties incorporated into the cellulose backbone decreases, the probability increases that fluorescein is quenched by the cellulose backbone.

Fig. 5.

Fig. 5

Illustrations comparing photoluminescence behavior (a) without and (b) with a cellulose backbone. In (a), FITC fluoresces more brightly and consistently (yellow spots), whereas in (b), most of the fluorescein moieties attached to the cellulose backbone are statically quenched (dark blue spots), and only a few of them can be interpreted as still fluorescing.

Conclusion

We observed that the fluorescein moieties were quasi-statically quenched by the cellulose backbone, probably because of the weak interactions between the former and the latter; the quantum yields Inline graphic of the FLC solutions were significantly reduced by a factor of ~ 30 with respect to those of the FITC solutions. Superficially, the decrease in Inline graphic of the FLC solutions could be attributed to an anomalous decrease in the experimentally obtained rate constants of radiative decay Inline graphic; however, this is not entirely the correct physical understanding. The rate constants of radiative decay calculated using the Strickler‒Berg formula Inline graphic helped deduce the intrinsic rate constant of nonradiative decay Inline graphic, which became enormous, as is the case with typical static quenching. The rate of nonradiative decay described herein is the effective rate of nonradiative decay, which includes the formation of a stable non-emissive complex between the fluorophore and the quencher, or the case in which the former and the latter are close enough to each other that quenching occurs. Dividing the lifetimes Inline graphic that are obtained from Inline graphic and Inline graphic into the experimentally observed Inline graphic and short-lived components Inline graphic allowed us to conclude that a large portion of the fluorescein moieties are statically quenched by interactions with the cellulose backbone, as shown in Fig. 5. Further, the number of quenched fluorescein sites is quantified as a function of the amount of FITC incorporated into the cellulose backbone.

In this study, fluorescein was used as a representative dye to observe whether the cellulose backbone influences the PL of dyes. The observed quenching is meaningful as it implies that the photophysics of dyes should not be ignored when introducing dyes into the cellulose backbone. Although the observed quenching can be plausibly interpreted, further efforts should be devoted to directly detecting the fast, imperfectly quenched luminescence component and revealing a detailed mechanism to explain how the cellulose backbone can quench the PL of dyes at the molecular level.

Methods

Materials and preparation

FLC was purchased from Creative PEGWorks with a specification of 5.0 mol% fluorescein-labeled cellulose, which represents the degree of substitution, i.e., the ratio of the number of fluorescein moieties to cellulose subunits. Given a molecular weight (MW) of 324 for a cellulose subunit (C12H20O10)n, approximately 14 fluorescein moieties were therefore introduced into the polymer chain of cellulose with a MW of 90,000 g/mol; however, the number of fluorescein moieties introduced into a single chain was ambiguous, as is discussed in “Quantifying the fluorescein moieties per chain.” Note that the FLC concentration in solution can be defined by the concentration Inline graphic of fluorescein moieties, whereas Inline graphic denotes the concentration of FLC chains. FITC (Product#: F7250, Sigma-Aldrich) was used without further purification, and its concentration in solution is represented by Inline graphic.

To prepare solutions of FITC (MW: 389.38) and FLC (MW: 92,939.82‒95,451.32, which corresponds to 7.55‒14.0 fluorescein moieties per single cellulose chain), predefined quantities of 7.79 × 10−3 g and 9.00 × 10−3 g were weighed and placed in 20 mL and 10 mL volumetric flasks, respectively. Dimethyl sulfoxide (DMSO) was added to each flask, and each mixture was stirred with a magnetic stirrer at 200 rpm for 24 h to obtain stock solutions in DMSO with Inline graphic1.00 mM FITC and Inline graphic9.43‒9.68 μM FLC. A certain quantity of the stock solution was appropriately diluted using deionized water, ethanol, or methanol to obtain a series of samples.

Characterization

Steady-state UV‒Vis absorption spectra were recorded using a JASCO V-780 spectrophotometer, and emission and excitation spectra were acquired on a JASCO FP-6300 spectrofluorometer. Fluorescence decay profiles were recorded using time-correlated single photon counting, as described elsewhere75,76. The quantum yield Inline graphic is equivalent to the ratio of the radiative transition rate constant to the sum of all rate constants involved in deactivating the excited state, and it can be described as Inline graphic, where Inline graphic, Inline graphic, and Inline graphic are the radiative and nonradiative decay constants and the fluorescence lifetime, respectively. Therefore, all decay constants can be determined by experimentally acquiring Inline graphic and Inline graphic.

Complementary PL characteristics decomposed into the fast and slow components of the PL decay profiles in the FLC solutions are summarized in the Supplementary Information (PDF).

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Material 1 (615.9KB, pdf)

Acknowledgements

This work was supported by grants from the National Science and Technology Council (NSTC), formerly known as the Ministry of Science and Technology (MOST), Taiwan, under NSTC (formerly MOST) 111-2221-E-007-023, 111-2113-M-A49-015, and 113-2221-E-007-063 and a grant from Profound Material Technology Co., Ltd., Taiwan, under NTHU no. 112A0227P1 for an industrial–academic collaboration project. N.O. is supported by the SPROUT project by the Ministry of Education, Taiwan.

Author contributions

M.O. conceived this work. C.-Y.Y. mainly conducted experiments and analyzed the data with the help of S.R. and K.A. in N.O.’s laboratory. S.R. and K.A performed complementary experiments, in particular acquiring photoluminescence decay profiles. N.O. and M.O. interpreted and summarized the data and supervised this research. M.O. drafted the entire manuscript. All authors reviewed the manuscript.

Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

Declarations

Competing interests

The authors declare no competing interests.

Footnotes

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Nobuhiro Ohta, Email: nohta@nycu.edu.tw.

Masahito Oh-e, Email: oh-e@ee.nthu.edu.tw.

References

  • 1.Favier, V. et al. Nanocomposite materials from latex and cellulose whiskers. Polym. Adv. Technol. 6, 351–355. 10.1002/pat.1995.220060514 (1995). [Google Scholar]
  • 2.Eichhorn, S. J. Cellulose nanowhiskers: promising materials for advanced applications. Soft Matter 7, 303–315. 10.1039/c0sm00142b (2011). [Google Scholar]
  • 3.Lavoine, N., Desloges, I., Dufresne, A. & Bras, J. Microfibrillated cellulose – its barrier properties and applications in cellulosic materials: a review. Carbohydr. Polym. 90, 735–764. 10.1016/j.carbpol.2012.05.026 (2012). [DOI] [PubMed] [Google Scholar]
  • 4.Ye, D., Chang, C. & Zhang, L. High-strength and tough cellulose hydrogels chemically dual cross-linked by using low- and high-molecular-weight cross-linkers. Biomacromolecules 20, 1989–1995. 10.1021/acs.biomac.9b00204 (2019). [DOI] [PubMed] [Google Scholar]
  • 5.Cervin, N. T. et al. Lightweight and strong cellulose materials made from aqueous foams stabilized by nanofibrillated cellulose. Biomacromolecules 14, 503–511. 10.1021/bm301755u (2013). [DOI] [PubMed] [Google Scholar]
  • 6.Guan, Q.-F. et al. Lightweight, tough, and sustainable cellulose nanofiber-derived bulk structural materials with low thermal expansion coefficient. Sci. Adv. 6, eaaz1114. 10.1126/sciadv.aaz1114 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Sehaqui, H., Zhou, Q., Ikkala, O. & Berglund, L. A. Strong and tough cellulose nanopaper with high specific surface area and porosity. Biomacromolecules 12, 3638–3644. 10.1021/bm2008907 (2011). [DOI] [PubMed] [Google Scholar]
  • 8.Lopez Hurtado, P., Rouilly, A., Vandenbossche, V. & Raynaud, C. A review on the properties of cellulose fibre insulation. Build. Environ. 96, 170–177. 10.1016/j.buildenv.2015.09.031 (2016). [Google Scholar]
  • 9.Wu, Y. et al. Film properties, water retention, and growth promotion of derivative carboxymethyl cellulose materials from cotton straw. Adv. Polym. Technol. 2021, 5582912. 10.1155/2021/5582912 (2021).
  • 10.Li, M.-C., Wu, Q., Moon, R. J., Hubbe, M. A. & Bortner, M. J. Rheological aspects of cellulose nanomaterials: governing factors and emerging applications. Adv. Mater. 33, 2006052. 10.1002/adma.202006052 (2021). [DOI] [PubMed] [Google Scholar]
  • 11.Wang, G. et al. Enhanced high thermal conductivity cellulose filaments via hydrodynamic focusing. Nano Lett. 22, 8406–8412. 10.1021/acs.nanolett.2c02057 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Huang, F., Lv, J., Li, H. & Xu, S. Regulation rule of cellulose nanocrystals on thixotropy of hydrogel for water shutoff in horizontal wells. Colloids Surf. A Physicochem. Eng. Asp. 643, 128735. 10.1016/j.colsurfa.2022.128735 (2022). [Google Scholar]
  • 13.Erdal, N. B. & Hakkarainen, M. Degradation of cellulose derivatives in laboratory, man-made, and natural environments. Biomacromolecules 23, 2713–2729. 10.1021/acs.biomac.2c00336 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Ghiradella, H. Light and color on the wing: structural colors in butterflies and moths. Appl. Opt. 30, 3492–3500. 10.1364/AO.30.003492 (1991). [DOI] [PubMed] [Google Scholar]
  • 15.Srinivasarao, M. Nano-optics in the biological world: beetles, butterflies, birds, and moths. Chem. Rev. 99, 1935–1962. 10.1021/cr970080y (1999). [DOI] [PubMed] [Google Scholar]
  • 16.Vukusic, P. & Sambles, J. R. Photonic structures in biology. Nature 424, 852–855. 10.1038/nature01941 (2003). [DOI] [PubMed] [Google Scholar]
  • 17.Seago, A. E., Brady, P., Vigneron, J.-P. & Schultz, T. D. Gold bugs and beyond: a review of iridescence and structural colour mechanisms in beetles (Coleoptera). J. R. Soc. Interface 6, S165–S184. 10.1098/rsif.2008.0354.focus (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Sharma, V., Crne, M., Park, J. O. & Srinivasarao, M. Structural origin of circularly polarized iridescence in jeweled beetles. Science 325, 449–451. 10.1126/science.1172051 (2009). [DOI] [PubMed] [Google Scholar]
  • 19.Poladian, L., Wickham, S., Lee, K. & Large, M. C. J. Iridescence from photonic crystals and its suppression in butterfly scales. J. R. Soc. Interface 6, S233–S242. 10.1098/rsif.2008.0353.focus (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Schröder-Turk, G. E. et al. The chiral structure of porous chitin within the wing-scales of Callophrys rubi. J. Struct. Biol. 174, 290–295. 10.1016/j.jsb.2011.01.004 (2011). [DOI] [PubMed] [Google Scholar]
  • 21.Vignolini, S. et al. Pointillist structural color in Pollia fruit. Proc. Natl. Acad. Sci. U. S. A. 109, 15712–15715. 10.1073/pnas.1210105109 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Vignolini, S., Moyroud, E., Glover, B. J. & Steiner, U. Analysing photonic structures in plants. J. R. Soc. Interface 10, 20130394. 10.1098/rsif.2013.0394 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Bhushan, B. Biomimetics: lessons from nature—an overview. Philos. Trans. R. Soc. A Math. Phys. Eng. Sci. 367, 1445–1486. 10.1098/rsta.2009.0011 (2009). [DOI] [PubMed] [Google Scholar]
  • 24.Fu, Y., Tippets, C. A., Donev, E. U. & Lopez, R. Structural colors: from natural to artificial systems. Wiley Interdiscip. Rev. Nanomed. Nanobiotechnol. 8, 758–775. 10.1002/wnan.1396 (2016). [DOI] [PubMed] [Google Scholar]
  • 25.Han, Z. et al. Biomimetic multifunctional surfaces inspired from animals. Adv. Colloid Interface Sci. 234, 27–50. 10.1016/j.cis.2016.03.004 (2016). [DOI] [PubMed] [Google Scholar]
  • 26.Dumanli, A. G. & Savin, T. Recent advances in the biomimicry of structural colours. Chem. Soc. Rev. 45, 6698–6724. 10.1039/c6cs00129g (2016). [DOI] [PubMed] [Google Scholar]
  • 27.Chang, M.-H. & Oh-e, M. Kinetic arrest during the drying of cellulose nanocrystal films from aqueous suspensions analogous to the freezing of thermal motions. Sci. Rep. 12, 21042. 10.1038/s41598-022-24926-8 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Parker, R. M., Zhao, T. H., Frka-Petesic, B. & Vignolini, S. Cellulose photonic pigments. Nat. Commun. 13, 3378. 10.1038/s41467-022-31079-9 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Droguet, B. E. et al. Large-scale fabrication of structurally coloured cellulose nanocrystal films and effect pigments. Nat. Mater. 21, 352–358. 10.1038/s41563-021-01135-8 (2022). [DOI] [PubMed] [Google Scholar]
  • 30.Kamel, S. & Khattab, T. A. Recent advances in cellulose-based biosensors for medical diagnosis. Biosensors 10, 67. 10.3390/bios10060067 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Nawaz, H. et al. Cellulose-based fluorescent material for extreme pH sensing and smart printing applications. ACS Nano 17, 3996–4008. 10.1021/acsnano.2c12846 (2023). [DOI] [PubMed] [Google Scholar]
  • 32.Ma, H. et al. Advances and challenges of cellulose functional materials in sensors. J. Bioresour. Bioprod. 8, 15–32. 10.1016/j.jobab.2022.11.001 (2023). [Google Scholar]
  • 33.Dong, S. & Roman, M. Fluorescently labeled cellulose nanocrystals for bioimaging applications. J. Am. Chem. Soc. 129, 13810–13811. 10.1021/ja076196l (2007). [DOI] [PubMed] [Google Scholar]
  • 34.Leng, T., Jakubek, Z. J., Mazloumi, M., Leung, A. C. W. & Johnston, L. J. Ensemble and single particle fluorescence characterization of dye-labeled cellulose nanocrystals. Langmuir 33, 8002–8011. 10.1021/acs.langmuir.7b01717 (2017). [DOI] [PubMed] [Google Scholar]
  • 35.Tian, W. et al. Phototunable full-color emission of cellulose-based dynamic fluorescent materials. Adv. Funct. Mater. 28, 1703548. 10.1002/adfm.201703548 (2018). [Google Scholar]
  • 36.Peng, F. et al. Green fabrication of high strength, transparent cellulose-based films with durable fluorescence and UV-blocking performance. J. Mater. Chem. A 10, 7811–7817. 10.1039/d2ta00817c (2022). [Google Scholar]
  • 37.Campora, L. D. et al. Fluorescence labeling of cellulose nanocrystals—a facile and green synthesis route. Polymers 14, 1820. 10.3390/polym14091820 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Joshi, N. K., Rautela, R., Pant, S. & Mishra, H. Polymer microenvironmental effects on the photophysics of cinchonine dication. J. Lumin. 130, 1994–1998. 10.1016/j.jlumin.2010.05.016 (2010). [Google Scholar]
  • 39.Gahlaut, R. et al. Luminescence characteristics and room temperature phosphorescence of naphthoic acids in polymers. J. Lumin. 138, 122–128. 10.1016/j.jlumin.2013.01.031 (2013). [Google Scholar]
  • 40.Grate, J. W. et al. Alexa Fluor-Labeled fluorescent cellulose nanocrystals for bioimaging solid cellulose in spatially structured microenvironments. Bioconjug. Chem. 26, 593–601. 10.1021/acs.bioconjchem.5b00048 (2015). [DOI] [PubMed] [Google Scholar]
  • 41.Du, L.-L. et al. Clustering-triggered emission of cellulose and its derivatives. Chin. J. Polym. Sci. 37, 409–415. 10.1007/s10118-019-2215-2 (2019). [Google Scholar]
  • 42.Iimori, T. et al. Effect of rigidity of microenvironment on fluorescence of 7,7,8,8-tetracyanoquinodimethane (TCNQ). Chem. Phys. Lett. 738, 136912. 10.1016/j.cplett.2019.136912 (2020). [Google Scholar]
  • 43.Zeng, M. et al. Cellulose-based photo-enhanced persistent room-temperature phosphorescent materials by space stacking effects. Chem. Eng. J. 446, 136935. 10.1016/j.cej.2022.136935 (2022). [Google Scholar]
  • 44.Vandewoestyne, M., Lepez, T., Van Hoofstat, D. & Deforce, D. Evaluation of a visualization assay for blood on forensic evidence. J. Forensic Sci. 60, 707–711. 10.1111/1556-4029.12720 (2015). [DOI] [PubMed] [Google Scholar]
  • 45.Hirabayashi, K. et al. Analysis of chemical equilibrium of silicon-substituted fluorescein and its application to develop a scaffold for red fluorescent probes. Anal. Chem. 87, 9061–9069. 10.1021/acs.analchem.5b02331 (2015). [DOI] [PubMed] [Google Scholar]
  • 46.Yan, F. et al. Fluorescein applications as fluorescent probes for the detection of analytes. TrAC Trends Anal. Chem. 97, 15–35. 10.1016/j.trac.2017.08.013 (2017). [Google Scholar]
  • 47.Caprifico, A. E., Polycarpou, E., Foot, P. J. S. & Calabrese, G. Biomedical and pharmacological uses of fluorescein isothiocyanate chitosan-based nanocarriers. Macromol. Biosci. 21, 2000312. 10.1002/mabi.202000312 (2021). [DOI] [PubMed] [Google Scholar]
  • 48.Dawson, W. R. & Windsor, M. W. Fluorescence yields of aromatic compounds. J. Phys. Chem. 72, 3251–3260. 10.1021/j100855a027 (1968). [Google Scholar]
  • 49.Martin, M. M. Hydrogen bond effects on radiationless electronic transitions in xanthene dyes. Chem. Phys. Lett. 35, 105–111. 10.1016/0009-2614(75)85598-9 (1975). [Google Scholar]
  • 50.Pant, S., Tripathi, H. B. & Pant, D. D. Fluorescence lifetime studies on various ionic species of sodium fluorescein (uranine). J. Photochem. Photobiol. A Chem. 81, 7–11. 10.1016/1010-6030(93)03770-H (1994). [DOI]
  • 51.Klonis, N. & Sawyer, W. H. Spectral properties of the prototropic forms of fluorescein in aqueous solution. J. Fluoresc. 6, 147–157. 10.1007/bf00732054 (1996). [DOI] [PubMed] [Google Scholar]
  • 52.Jenness, J. R. Effect of temperature upon the fluorescence of some organic solutions. Phys. Rev. 34, 1275–1285. 10.1103/PhysRev.34.1275 (1929). [Google Scholar]
  • 53.Klonis, N., Clayton, A. H. A., Voss, E. W. & Sawyer, W. H. Spectral properties of fluorescein in solvent-water mixtures: applications as a probe of hydrogen bonding environments in biological systems. Photochem. Photobiol. 67, 500–510. 10.1111/j.1751-1097.1998.tb09446.x (1998). [PubMed] [Google Scholar]
  • 54.Acemioğlu, B., Arık, M., Efeoğlu, H. & Onganer, Y. Solvent effect on the ground and excited state dipole moments of fluorescein. J. Mol. Struct. THEOCHEM 548, 165–171. 10.1016/S0166-1280(01)00513-9 (2001). [Google Scholar]
  • 55.Arık, M., Çelebi, N. & Onganer, Y. Fluorescence quenching of fluorescein with molecular oxygen in solution. J. Photochem. Photobiol. A Chem. 170, 105–111. 10.1016/j.jphotochem.2004.07.004 (2005). [Google Scholar]
  • 56.Naderi, F. & Farajtabar, A. Solvatochromism of fluorescein in aqueous aprotic solvents. J. Mol. Liq. 221, 102–107. 10.1016/j.molliq.2016.05.071 (2016). [Google Scholar]
  • 57.Tomilin, F. et al. Solvent effect in the theoretical absorption and emission spectra of fluorescein dyes. Proc. SPIE. XIV Int. Conf. Pulsed Lasers Laser Appl. 11322,113220O. 10.1117/12.2548739 (2019).
  • 58.Lopez, S. G., Crovetto, L., Alvarez-Pez, J. M. & Talavera, E. M. San Román, E. Fluorescence enhancement of a fluorescein derivative upon adsorption on cellulose. Photochem. Photobiol. Sci. 13, 1311–1320. 10.1039/c4pp00150h (2014). [DOI] [PubMed] [Google Scholar]
  • 59.Batistela, V. R. et al. Protolytic fluorescein species evaluated using chemometry and DFT studies. Dyes Pigment 86, 15–24. 10.1016/j.dyepig.2009.11.002 (2010). [Google Scholar]
  • 60.Scheblykin, I. G., Yartsev, A., Pullerits, T., Gulbinas, V. & Sundström, V. Excited state and charge photogeneration dynamics in conjugated polymers. J. Phys. Chem. B 111, 6303–6321. 10.1021/jp068864f (2007). [DOI] [PubMed] [Google Scholar]
  • 61.Laquai, F., Park, Y.-S., Kim, J.-J. & Basché, T. Excitation energy transfer in organic materials: from fundamentals to optoelectronic devices. Macromol. Rapid Commun. 30, 1203–1231. 10.1002/marc.200900309 (2009). [DOI] [PubMed] [Google Scholar]
  • 62.Fazzi, D., Barbatti, M. & Thiel, W. Unveiling the role of hot charge-transfer states in molecular aggregates via nonadiabatic dynamics. J. Am. Chem. Soc. 138, 4502–4511. 10.1021/jacs.5b13210 (2016). [DOI] [PubMed] [Google Scholar]
  • 63.Naderi, F., Farajtabar, A. & Gharib, F. Solvatochromic and preferential solvation of fluorescein in some water-alcoholic mixed solvents. J. Mol. Liq. 190, 126–132. 10.1016/j.molliq.2013.10.028 (2014). [Google Scholar]
  • 64.Morosanu, A. C., Dimitriu, D. G. & Dorohoi, D. O. Excited state dipole moment of the fluorescein molecule estimated from electronic absorption spectra. J. Mol. Struct. 1180, 723–732. 10.1016/j.molstruc.2018.12.057 (2019). [Google Scholar]
  • 65.Sjöback, R., Nygren, J. & Kubista, M. Absorption and fluorescence properties of fluorescein. Spectrochim. Acta A Mol. Spectrosc. 51, L7–L21. 10.1016/0584-8539(95)01421-p (1995). [Google Scholar]
  • 66.Le Guern, F., Mussard, V., Gaucher, A., Rottman, M. & Prim, D. Fluorescein derivatives as fluorescent probes for pH monitoring along recent biological applications. Int. J. Mol. Sci. 21, 9217. 10.3390/ijmS21239217 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Magde, D., Wong, R. & Seybold, P. G. Fluorescence quantum yields and their relation to lifetimes of rhodamine 6G and fluorescein in nine solvents: improved absolute standards for quantum yields. Photochem. Photobiol. 75, 327–334. 10.1562/0031-8655(2002)0750327fqyatr2.0.co2 (2002). [DOI] [PubMed] [Google Scholar]
  • 68.Santra, S. et al. Fluorescence lifetime measurements to determine the core–shell nanostructure of FITC-doped silica nanoparticles: an optical approach to evaluate nanoparticle photostability. J. Lumin. 117, 75–82. 10.1016/j.jlumin.2005.04.008 (2006). [Google Scholar]
  • 69.Kristoffersen, A. S., Erga, S. R., Hamre, B. & Frette, Ø. Testing fluorescence lifetime standards using two-photon excitation and time-domain instrumentation: fluorescein, quinine sulfate and green fluorescent protein. J. Fluoresc. 28, 1065–1073. 10.1007/s10895-018-2270-z (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Strickler, S. J. & Berg, R. A. Relationship between absorption intensity and fluorescence lifetime of molecules. J. Chem. Phys. 37, 814–822. 10.1063/1.1733166 (1962). [Google Scholar]
  • 71.Slyusareva, E. A., Gerasimov, M. A., Sizykh, A. G. & Gornostaev, L. M. Spectral and fluorescent indication of the acid–base properties of biopolymer solutions. Russ. Phys. J. 54, 485–492. 10.1007/s11182-011-9643-y (2011). [Google Scholar]
  • 72.Lakowicz, J. R. Radiative decay engineering: biophysical and biomedical applications. Anal. Biochem. 298, 1–24. 10.1006/abio.2001.5377 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Lakowicz, J. R. Quenching of fluorescence. In Principles of fluorescence spectroscopy (ed. Lakowicz, J. R.) 257–301 (Boston, MA: Springer, 1983). 10.1007/978-1-4615-7658-7_9
  • 74.Alexiev, U. & Farrens, D. L. Fluorescence spectroscopy of rhodopsins: insights and approaches. Biochim. Biophys. Acta - Bioenerg. 1837, 694–709. 10.1016/j.bbabio.2013.10.008 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Tsushima, M., Ushizaka, T. & Ohta, N. Time-resolved measurement system of electrofluorescence spectra. Rev. Sci. Instrum. 75, 479–485. 10.1063/1.1638874 (2004). [Google Scholar]
  • 76.Narra, S. et al. Photoluminescence of P3HT:PCBM bulk heterojunction thin films and effect of external electric field. J. Chin. Chem. Soc. 69, 140–151. 10.1002/jccs.202100267 (2022). [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Material 1 (615.9KB, pdf)

Data Availability Statement

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.


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