DOI:
10.1039/D3MA00876B
(Paper)
Mater. Adv., 2023,
4, 6612-6620
Full-color emission of fluorinated benzothiadiazole-based D–A–D fluorophores and their bioimaging applications†
Received
18th October 2023
, Accepted 10th November 2023
First published on 13th November 2023
Abstract
There is an active demand for full-color fluorophores in the field of fluorescent dyes. However, a core skeleton with a simple structure and easy modification is currently insufficient. Herein, we develop a range of full-color-tunable fluorophores 3a–3m based on the fluorinated benzothiadiazole skeleton and their control compounds 3n–3p. By regulating the charge transfer strength between donors and acceptors, the emission colors of 3a–3p spanning from blue to red (λem = 445–672 nm) are achieved. Interestingly, compounds 3a–3p with a fluorinated core skeleton exhibit sensitive solvatochromism effects, large Stokes shifts and excellent dual-state emission (especially 3c–3k). Meanwhile, with the control of different substituents in the donor structure, ACQgens (3a–3i and 3n–3p) can be facilely tuned to AIEEgens (3j–3m). Notably, red AIEEgen 3m shows great potential for bioimaging in live cells with low cytotoxicity.
Introduction
Full-color fluorophores can emit across the whole visible light spectrum (390–760 nm) by varying substituents of the core scaffold.1,2 The tunable structure and photophysical properties of full-color fluorophores give them potential for a wide range of applications in sensing, bioimaging and organic light-emitting diodes (OLEDs).3 Among them, as representatives of multicolor luminophores, quantum dots and carbon dots have attracted enormous attention owing to their high quantum yield (ΦF) and color purity.4 However, they still have some disadvantages, e.g., an unclear luminescence mechanism and an ambiguous structure–property relationship, resulting in a narrow spectral range and difficulty in achieving solid-state emission.5 Thus, many research groups have developed plenty of full-visible color-tunable organic fluorophores based on donor–acceptor (D–A) systems.6,7
For example, Yasuda et al. synthesized five D–A–D type full-color delayed fluorescent materials by making a central phthalonitrile or 2,3-dicyanopyrazine acceptor core that is connected with various donor units.8 In 2023, Sun et al. developed eight carbazole-based D–D–A type full-color aggregation induced emission luminogens (AIEgens).9 Recently, Samanta et al. reported a series of D–A–D type full-color pyrylium, pyridinium and pyridine derivatives and used them for pH imaging during mitophagy (Scheme 1i).10 Nevertheless, the current skeletons are still inadequate for preparing advanced fluorescent materials. Some may have shortcomings of a narrow emission range and single fluorescence performance. Hence, it is highly desirable but challenging to select a key core skeleton to design functional fluorophores with full-visible color tunability, and further explore their applications in the field of cell imaging.
|
| Scheme 1 An overview of full-color compounds vs. this work. | |
Benzothiadiazole (BTD) is an important acceptor, and its derivatives have high fluorescence ΦF, outstanding chemical and photostability, excellent aromaticity, and multiple modifiable sites. Meanwhile, it easily results in full-color fluorophores with tunable emission spectra from blue to red regions via incorporating diverse electron-donating units or extending the π-conjugated skeleton.11,12 In recent reports, the BTD core has been successfully used;13 especially, it can be developed into full-color metal–organic frameworks14,15 or AIEgens16 (Scheme 1(ii)). Although used as a building block with more electron-withdrawing nature,17,18 5,6-difluoro-BTD (FBTD) has not been systematically exploited for multifunctional luminophores with full-color emission (Scheme 1(iii)). In order to develop a variety of FBTD derivatives, this work is the first to construct a series of multifunctional full-color fluorophores based on a central FBTD core.
Modulating the charge transfer process and the molecular conformation of the D–A system has been a key strategy for successfully constructing full-color fluorophores with emission that can cover the whole visible region.19,20 Among the detailed methods, fluorination may increase intra-molecular D–A interactions21 and simultaneously enhance ΦF in solid and solution states.22 The alkynyl group as a π bridge can not only enhance the rigid conjugation of the intermediate skeleton, but also promote the free rotation of the units at both ends.23 Meanwhile, dual-state emission (DSE) fluorophores, aggregation caused quenching (ACQ) luminogens and AIEgens have their own advantages in solution, aggregated and solid-state emissions,24 and it is of great significance to realize the effective conversion of the three in the same framework. Therefore, the FBTD core is decorated with diverse donors via an acetylene linker, successfully making a series of D–A–D type full-color fluorophores 3a–3m and their control compounds 3n–3p (Fig. 1) are synthesized. These compounds not only have multifarious emission properties such as solvatochromism, DSE, ACQ and aggregation induced enhanced emission (AIEE) effects, but also have a wide emission range (445–672 nm), tunable fluorescence ΦF (0.2–93%) and a large Stokes shift (2.3 × 103 − 6.8 × 103 cm−1), which can basically overcome the many existing limitations of common fluorophores. More importantly, red emitter 3m has low cytotoxicity and is successfully used for cell imaging.
|
| Fig. 1 Chemical structures of full-color fluorophores 3a–3p. | |
Results and discussion
Synthesis and characterization of compounds 3a–3p
In this work, the synthesis routes of these full-color fluorophores 3a–3p are shown in Schemes S1–S3 in the ESI.† Among them, 3a–3m as the anticipated target compounds were successfully synthesized by the Sonogashira coupling reaction25 of 4,7-dibromo-FBTD 1a and terminal alkynes 2 with good yields (65–85%). It is shown that the electron-rich terminal alkynes are more conducive to the coupling reaction.
Accordingly, three control compounds 3n–3p were synthesized by changing the reactant, reaction type or feeding ratio. For instance, 3n is synthesized from 4,7-dibromo-BTD 1b and 4-ethynyl-N,N-dimethylaniline 2m by the Sonogashira reaction. 3o is obtained by the Suzuki reaction26 using 4,7-diborate-BTD 1′ and 4-bromo-N,N-dimethylaniline 2′. When the molar ratio of 1a and 2m was controlled as 1:1, the monosubstituted compound 3p was obtained by the Sonogashira reaction. Importantly, the molecular structure and purity of all obtained 3a–3p were well demonstrated by 1H, 19F, 13C NMR,27,28 HRMS (Fig. S1–S62, ESI†) and single-crystal X-ray diffraction analysis (for compounds 3e, 3f, 3m and 3p, Tables S1–S4, Fig. S63 in the ESI†).
Thermal stability of compounds 3a–3p
The excellent thermal stability of the fluorophore molecules is an important prerequisite for the development of their fluorescence applications. Hence, a thermogravimetric analysis is performed on these new compounds and the decomposition temperature (Td) is defined as the temperature at which weight loss is 5%.
As shown in Fig. S64 (ESI†), all of the Td of compounds 3a–3p are greater than 190 °C, indicating that these compounds have good thermal stability. Furthermore, the Td of 3j and 3k is above 470 °C, and it may be due to that carbazole and triphenylamine (TPA) units have more benzene rings to disperse π electron density and reduce molecular energy. Compound 3n presents the high Td, which may be attributed to that the bond energy of C–F is greater than that of C–H.
Photophysical properties of compounds 3a–3p
Dual-state emission.
Firstly, the UV-vis absorption spectra of compounds 3a–3p are tested in THF. As shown in Fig. 2a and Table 1, the absorption peaks of 3a–3p are located at 270–510 nm. Meanwhile, they exhibit different colors in sunlight, including colorless, yellow-green, yellow, orange and red, which may be related to the strength of the intramolecular push–pull effect. Moreover, compounds 3a–3p display two or three maximum absorption peaks. Among them, the absorption peak at 280–400 nm is attributed to the π–π* transition from the aromatic rings in FBTD derivatives,29 and the absorption peak at above 400 nm is assigned to the ICT of D–A–D systems.30
|
| Fig. 2 (a) The UV-vis absorption spectra and photographs of compounds 3a–3p in THF (10−5 M). (b) The fluorescence spectra and photographs of 3a–3p in THF and (c) solid and (d) film states. The CIE chromaticity coordinates of 3a–3p (e) in THF and (f) solid and (g) film states. | |
Table 1 Photophysical data of compounds 3a–3p in solution, solid and film states
Comp. |
Solution (THF) |
Solid |
Film |
λ
abs (nm) |
ε
(104 M−1 cm−1) |
λ
em (nm) |
Φ
F
(%) |
Stokes shift (cm−1) |
λ
em (nm) |
Φ
F
(%) |
τ
(ns) |
λ
em (nm) |
The molar absorption coefficient at absorption maxima.
The absolute quantum yield was obtained by using integrating spheres.
The fluorescence lifetime was obtained by double exponential fitting.
|
3a
|
278, 327, 365 |
18, 1.7, 1.5 |
436 |
59 |
4461 |
445 |
6.5 |
2.10 |
445 |
3b
|
276, 324, 370 |
5.0, 1.5, 1.2 |
444 |
84 |
4505 |
445 |
28 |
3.11 |
453 |
3c
|
281, 317, 424 |
3.9, 1.2, 1.1 |
511 |
85 |
4015 |
566 |
41 |
2.91 |
544 |
3d
|
278, 399 |
15, 2.6 |
475 |
84 |
4010 |
532 |
69 |
6.24 |
484 |
3e
|
279, 303, 410 |
18, 4.2, 3.4 |
493 |
89 |
4106 |
528 |
66 |
3.47 |
497 |
3f
|
279, 303, 427 |
16, 0.50, 0.43 |
519 |
93 |
4151 |
550 |
58 |
2.44 |
519 |
3g
|
279, 302, 400 |
13, 3.9, 3.1 |
474 |
84 |
3903 |
521 |
84 |
3.84 |
490 |
3h
|
279, 326, 432 |
5.7, 1.7, 1.9 |
514 |
57 |
3693 |
540 |
50 |
2.94 |
515 |
3i
|
315, 418 |
3.7, 3.1 |
501 |
89 |
3963 |
527 |
53 |
2.33 |
511 |
3j
|
320, 427 |
3.9, 2.8 |
582 |
61 |
6237 |
550 |
58 |
5.11 |
527 |
3k
|
279, 338, 484 |
18, 6.8, 5.6 |
628 |
41 |
4738 |
627 |
62 |
2.11 |
611 |
3l
|
279, 346, 503 |
5.3, 5.0, 4.1 |
409, 569 |
0.2 |
2306 |
672 |
23 |
2.11 |
628 |
3m
|
279, 327, 495 |
16, 5.0, 3.9 |
643 |
10 |
4650 |
663 |
20 |
2.02 |
625 |
3n
|
279, 325, 491 |
17, 4.3, 2.9 |
630 |
42 |
4494 |
660 |
2.2 |
1.05 |
607 |
3o
|
278, 315, 474 |
17, 2.6, 1.2 |
635 |
68 |
5349 |
662 |
4.6 |
2.04 |
625 |
3p
|
315, 448 |
2.7, 1.1 |
417, 530, 645 |
0.5 |
6818 |
638 |
1.5 |
1.46 |
599 |
As depicted in Fig. 2b, Table 1 and Fig. S65, Table S5 (ESI†), the emission bands of 3a–3p can range from 436 to 645 nm, covering the blue to red region, which makes full-color-tunable emission in the entire visible wavelength region to be realized. We further carefully analyzed the effect of different substituents (R) attaching to the 4,7-positions of the FBTD core to illustrate the full-color tunability of 3a–3p. When R is trimethylsilyl and n-hexyl, the emission peaks of 3a and 3b are at 436 and 444 nm, respectively, showing blue fluorescence. When R is thienyl, phenyl, p-methylphenyl, p-methoxyphenyl, p-chlorophenyl, naphthyl and biphenyl, the maximum emission of 3c–3i is located at 474 to 520 nm, showing blue-green or yellow-green fluorescence; when R is carbazolyl, TPA, p-CH3O-TPA, and p-N,N-dimethylphenyl, the fluorescence peaks of 3j–3m are red-shifted to the range from 582 to 643 nm, and the fluorescence color is orange or red. Generally, the emission wavelength of compounds 3a–3m will be red-shifted with the increase of the electron-donating ability of the R group. Obviously, the fluorescence intensity of compound 3k is greater than that of 3l in THF (Table 1), which may be due to the presence of the OCH3 group in 3l, resulting in the increase of free rotation and non-radiative transition of 3l.
Furthermore, the control compound 3n is blue-shifted by 15 nm in comparison with 3m, indicating that the fluorinated BTD can enhance the ICT effect.21 In fact, the maximum emission is red-shifted as the degree of conjugate structure enlarges.16 Nevertheless, the emission of 3o (635 nm) is redder than that of 3n (630 nm), suggesting that a linear triple bond may weaken the ICT effect in solution.7 The monosubstituted compound 3p is affected by the heavy atom effect (Br) and no fluorescence is observed.
The analysis of CIE chromaticity coordinates also intuitively shows that, by changing different substituents and adjusting the electron-donating intensity of the donor, the full-color-tunable of compounds 3a–3p in solution can be realized (Fig. 2e).9 Fortunately, most compounds (except 3l and 3p) have high ΦF in THF, which facilitates the development of their applications in the solution state.
Likewise, as can be seen in Fig. 2c, f, Table 1 and Fig. S66 (ESI†), for compounds 3a–3p, they exhibit full-visible color-tunable emission (445–672 nm) in the solid state. The dual-state fluorescence of compounds 3a–3p has a basically consistent variation trend by regulating the push–pull electron strength of the R group. However, for each compound, especially for 3j–3m, the solid-state emission has varying degrees of bathochromic shift relative to that in the solution state, which may be the formation of excimers and strong π–π interactions in the solid state.29,31 Most of the compounds 3a–3p have high ΦF in the solid state (clearly, ΦF, 3m > ΦF, 3n), which helps to develop low-cost solid-state organic luminescent materials. Therefore, we further tested the fluorescence spectra of the thin film state prepared by mixing compounds 3a–3p with poly(methyl methacrylate) (PMMA) and then dissolving them. As illustrated in Fig. 2d and g, Table 1 and Fig. S67 (ESI†), the films of 3a–3p also exhibit the intense full-color emission covering the whole visible range.
In brief, compounds 3c–3k have high fluorescence ΦF and intense emission in both the solution and solid states, indicating that they are typical DSE fluorophores. These phenomena may be attributed to the delicate balance between the distorted conformation and rigid conjugation of compounds, which helps them activate emission and inhibit nonradiative transitions in both the solution and solid states.32 Importantly, compounds 3c–3k (ΦF,THF,solid >40%) have higher quantum yields than some reported DSEgens.24,33
Solvatochromic effect.
To explore the ICT properties of the D–A–D type fluorophores, we tested the fluorescence spectra of 3a–3p in nine solvents with different polarities. As shown in Fig. 3a and b and Fig. S68–S75, Tables S6, S7 (ESI†), with the increase of solvent polarity, the maximum emission peaks of compounds 3a–3p are red-shifted to varying degrees (19 nm to 135 nm), accompanied by significantly different fluorescence changes. Evidently, for 3a–3p, they exhibit solvatochromism effects. And, especially for 3j–3p, they are expected to be candidates for solvent polarity probes. Additionally, fluorinated 3m has the greater solvatochromism effect than 3n. And acetylene-containing 3n is more remarkable than 3o, respectively. Thus, the emission of compounds varies in sensitivity to solvent polarity, which may be connected to the strength of the ICT effect30 and the magnitude of the dipole moment.6
|
| Fig. 3 (a) The fluorescence spectra and photographs of 3e and (b) 3m in various solvents. (c) The fluorescence spectra and photographs of 3e and (d) 3m in the THF/H2O mixtures system. (e) The packing mode in the crystals of 3e and 3m. | |
Moreover, for compounds 3j–3p, in a highly polar solvent (i.e., EtOH, MeCN, DMF and DMSO), the fluorescence intensity is found to be significantly weakened. This may be due to the activation of rotation and vibration of the R group, thus enhancing the twisted ICT (TICT) effect and promoting the nonradiative transitions.16
Aggregation emission properties.
Linking different R groups at 4,7-positions of FBTD may allow them to exhibit unique fluorescence properties in different aggregation states. Consequently, the emission spectra of compounds 3a–3p in THF/H2O systems were tested. As displayed in Fig. 3c and Fig. S76–S84, S89–S91 (ESI†), fluorophores 3a–3i and 3n–3p show bright fluorescence in pure THF as the solvent. When the water fraction (fw) increases from 0% to 99%, the emission intensity gradually decreases, demonstrating an obvious ACQ effect. This may be due to that after decorating the R group on FBTD, the structures of 3a–3i and 3n–3p remain planar conjugated, resulting in their dominant π–π interactions in the aggregated state.
Further, as presented in Fig. 3d and Fig. S85–S88 (ESI†), when the fw increases from 0% to 99%, the fluorescence intensity of compounds 3j–3m first decreases sharply and then gradually increases. This suggests that, for 3j–3m, they have the twisted ICT effect and remarkable AIEE properties.34 Compounds 3j–3m can exhibit the similar emission behavior to the hexaphenyl-benzene-based AIEEgens34 or typical tetraphenylethene-based AIEgens.35 Attaching rotors on FBTD, such as carbazole, TPA, p-OCH3-TPA, and p-N(CH3)2-Ph, may give the molecule a highly distorted conformation, which restricts the motion of the R group in high fw systems.16 Interestingly, compounds 3m, 3n and 3o have the same rotor, but the latter two compounds exhibit ACQ behavior, suggesting that the fluorinated BTD is beneficial for enhancing emission in the aggregated state. Thus, this study on these phenomena may provide a new perspective for the transition between ACQ and AIE or AIEE.36
To evaluate the AIEE effect of the compounds, their fluorescence spectra in ethanol/glycerol mixtures are tested by using 3m and 3k as examples. The red fluorescence of 3m and 3k can be markedly intensified with the increase of the glycerol fraction from 0% to 80% (Fig. S92, ESI†). This is due to that the increase of viscosity impedes the intramolecular rotations, thus inhibiting TICT progress and boosting the emission intensity.37 Furthermore, as evidenced in Fig. S93 (ESI†), the level-off tails are noticed in the long-wave region with continuously increasing the fw to 80% (or 70%). This interesting feature is caused by the light scattering effect, implying that the nanoaggregates are formed.9,34 Indeed, the formation of nanoaggregates was confirmed by dynamic light scattering analyses (Fig. S94, ESI†).
Whether a compound can maintain stable and intense emission for a long time is important for its application development.38 As demonstrated in Fig. S95 (ESI†), the fluorescence intensity of compounds 3a–3p has no significant decrease after one hour of UV lamp irradiation, and three months of storage (powder at r.t., solution at 4 °C), indicating that they display excellent photostability.
DFT calculations and single crystal analysis
To elucidate the unique emission behavior of compounds 3a–3p in solution, aggregate, and solid states, DFT calculations were used to study structure–property relationships (Tables S8–S23, ESI†).8 As illustrated in Fig. S96 (ESI†), the LUMOs of compounds 3a–3p are mainly distributed on the FBTD accepter core. Meanwhile, the HOMOs of 3a–3i are predominantly located on the FBTD and R groups, but for 3j–3p, the HOMOs are distributed over the R group. Usually, if the LUMO and HOMO can be effectively separated at both ends of the molecule, it is beneficial for the ICT process and improves the solvatochromism effect.30 This is basically consistent with the above experimental data (Table S7, ESI†).
Moreover, the calculated energy gaps (ΔE) of compounds 3a–3p are also presented in Fig. S96 (ESI†). It is found that ΔE can be modulated systematically from 3.32 to 2.05 eV by a rational combination of donor and acceptor units. In general, the absorption and emission peaks of compounds are red-shifted as the ΔE decreases.8,39 The reason is that the ΔE is the narrower, the less excitation energy is required for the electron transition. DFT calculations show that compound 3a has the largest ΔE, and the fluorescence data also confirm that 3a has the shortest emission wavelength (Table 1). Meanwhile, there is a similar pattern between the ΔE value and maximum absorption.
Furthermore, the single crystal structures of 3e and 3m are analyzed to explore the reasons why they have different emission behaviors in the monomolecular and aggregate states.25 As evidenced in Fig. 3e, compound 3e is uniformly arranged in a parallel fashion. Among them, there is an obvious π–π interaction between the BTD core (II) and the benzene ring (I) or benzene ring (III). Meanwhile, the torsion angle between the II unit and the I or III ring is only 6.488°. Thus, 3e shows the ACQ behavior.1
Nevertheless, there is a difference that 3m is cross-stacked. Only the BTD core (II) and the benzene ring (I) have π–π interactions, and the torsion angles between the II unit and the I or III ring are 1.671° and 44.453°, respectively. Thus, its AIEE effect is ascribed to its distorted conformation and looser packing to restrict molecular motion and promote radiation transition.1,34
Interestingly, both the single crystal structure (Fig. S63, ESI†) and DFT results of 3c–3k (Fig. S96, ESI†) show that FBTD and acetylene groups maintain linear conjugation, while R groups undergo varying degrees of torsion, which is the key to their DSE behavior.32
Bioimaging study of compound 3m
Compound 3m has remarkable red emission and large Stokes shift, which give it the advantages of low tissue autofluorescence, high penetration depth and high contrast in cell imaging.12,16 Therefore, 4T1 cells were selected as a model to study the ability of 3m to image noninvasive in living cells. Firstly, different concentrations of 3m solutions (e.g., 10, 30, 60, 80 and 100 μg mL−1) were prepared, and the further cytotoxicity test was performed using the MTT method.16 As depicted in Fig. 4a, compound 3m with different concentrations can show excellent biocompability and low cytotoxicity on 4T1 cells. Especially, the 4T1 cells also display better viability at the same concentration and longer incubation time (48 h) compared to the reported work.16,40
|
| Fig. 4 (a) The biocompatibility of compound 3m. (b) CLSM images of 4T1 cells incubated with 3m of different concentrations (λex = 405 nm and λem = 620–670 nm). | |
Furthermore, the bioimaging study was evaluated by staining the 4T1 cells with the red-emissive 3m. Confocal laser scanning microscopy (CLSM) images exhibit that dye 3m gradually enters the cell after the incubation of 12 h, and the red fluorescence intensity is enhanced with the increase of the dye concentration (Fig. 4b). These clearly indicate that the FBTD derivative 3m shows great potential for noninvasive imaging and real-time monitoring in live cells.9
Conclusions
In summary, we have successfully synthesized a series of D–A–D type full-color-tunable fluorophores 3a–3m containing the same central fluorinated benzothiadiazole core and the control compounds 3n–3p. Luminogens 3a–3p show blue to red fluorescence in solution, solid and film states by regulating the electron-donating and electron-accepting strengths of moieties on both sides, and the color emission covering the whole visible range can be achieved as designed. Intriguingly, 3a–3p reveal solvatochromism properties and large Stokes shifts, while 3c–3k show DSE properties. Moreover, 3a–3i and 3n–3p display the ACQ effect, while 3j–3m exhibit AIEE behavior by adjusting substituents. This means that, for compounds 3a–3p, the DSE and the ACQ to AIEE conversion can be interestingly achieved. More importantly, red-emissive fluorophore 3m can be utilized for live cancer cell staining. Thus, this work not only provides a new core skeleton for the design of full-color emission systems, but also expands their application in bioimaging.
Experimental section
All materials and reagents and solvents were purchased from commercial sources and used without further purification. Moreover, the ESI† provides details of chemicals and equipment.
By modifying the literature procedure,25,26 FBTD derivatives 3a–3m and control compounds 3n–3p were successfully synthesized. All characterization data, such as 1H, 13C and 19F NMR spectra as well as HRMS and single crystal data can be seen in the ESI.†
Author contributions
Si-Hong Chen: conceptualization, data curation, investigation, and writing – original draft. Xi-Ying Cao: validation, visualization, and writing – review and editing. Peng-Tao Hu: data curation, formal analysis, and writing – review and editing. Kai Jiang: conceptualization and writing – review and editing. Yong-Tong Liang: resources and writing – review and editing. Bing-Jia Xu: funding acquisition, methodology, and software. Zhong-Hao Li: resources and writing – review and editing. Zhao-Yang Wang: conceptualization, funding acquisition, project administration, supervision, and writing – review and editing.
Conflicts of interest
There are no conflicts to declare.
Acknowledgements
This work was supported by the Guangdong Basic and Applied Basic Research Foundation (No. 2021A1515012342 and 2023A1515010915), the Guangdong Provincial Science and Technology Project (No. 2017A010103016), and the Open Fund of Key Laboratory of Functional Molecular Engineering of Guangdong Province in SCUT (No. 2017kf01).
Notes and references
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Footnote |
† Electronic supplementary information (ESI) available: Instrumentation details; synthesis; characterization, including 1H, 13C, 19F NMR, HRMS, and single crystal X-ray analysis; theoretical calculation analyses; TG analyses; UV-vis and fluorescence spectra; and bioimaging details (PDF). CCDC 2282710, 2282714, 2282717 and 2282718. For ESI and crystallographic data in CIF or other electronic format see DOI: https://doi.org/10.1039/d3ma00876b |
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