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IMPACT OF TEMPERATURE ON THE STABILITY OF SILKWORM COCOON FIBERS

Abstract

In this study raw and processed silkworm (Bombyx mori) cocoons were investigated using confocal Raman spectroscopy in conjunction with differential scanning calorimetry (DSC) in order to examine the effect of temperature on the molecular conformation of silk fiber structures. Using DSC, a broad endothermic curve was observed at moderate temperatures, shedding light on the vaporization of both raw and processed cocoons, a phenomenon that could also indicate a strong interaction between silk fibroin and water molecules. Over the temperature range set for this study, Raman spectra of raw and processed cocoons were compared at different excitation radiations after drying both kinds of cocoon in an oven at 80 and 125 ºC for 60 minutes. By correlating the intensity ratios of the deconvoluted Raman bands using the broad bands characteristic of amide I and III, it was possible to evaluate the conformational changes in both materials. At excitation radiation of 532 nm, the deconvoluted Raman spectra for the amide III band indicated that, for both samples, there was a reduction in β-sheet conformation compared to α-helix conformation, and this structural disruption was driven by increased temperature. At radiation of 785 nm, the bands attributed to amino acid residues in the side chains increased in intensity, and by deconvoluting the amide I band, increased temperature was found to induce a transition from β-sheets to β-turns in both materials.

Keywords:
silk fibroin; Raman spectroscopy; Bombyx mori; silkworm cocoons; molecular conformation


INTRODUCTION

The larvae of Bombyx mori (B. mori) are responsible for a significant portion of the global production of silk,11 Morin, A.; Alam, P.; Mater. Sci. Eng., C 2016, 65, 215. a material used mainly in the textile industry.22 Jo, Y. N.; Um, I. C.; Int. J. Biol. Macromol. 2015, 78, 287. The silkworm cocoon comprises two proteins: 70-80% silk fibroin (SF) and 30-20% sericin, with residual contaminating fractions of 1-2%, including waxes and ash, pigments, sugars and other impurities.33 Partlow, B. P.; Tabatabai, A. P.; Leisk, G. G.; Cebe, P.; Blair, D. L.; Kaplan, D. L.; Macromol. Biosci. 2016, 16, 666.,44 Cao, T-T.; Zhang, Y-Q.; Mater. Sci. Eng., C 2016, 61, 940. Sericin is a hydrophilic protein22 Jo, Y. N.; Um, I. C.; Int. J. Biol. Macromol. 2015, 78, 287. unifying and enwrapping the SF filaments to form the cocoon structure.55 Zhang, Y. Q.; Tao, M. L.; Shen, W. D.; Zhou, Y. Z.; Ding, Y.; Ma, Y.; Zhou, W. L.; Biomaterials 2004, 25, 3751.,66 Jin, H-J.; Kaplan, D. L.; Nature 2003, 424, 1057. SF is a hydrophobic bipolymer,33 Partlow, B. P.; Tabatabai, A. P.; Leisk, G. G.; Cebe, P.; Blair, D. L.; Kaplan, D. L.; Macromol. Biosci. 2016, 16, 666. comprising two highly organized regions: the crystalline part providing mechanical strength and the amorphous part conferring elasticity and flexibility.77 Altman, G. H.; Diaz, F.; Jakuba, C.; Calabro, T.; Horan, R. L.; Chen, J.; Lu, H.; Richmond, J.; Kaplan, D.L.; Biomaterials 2003, 24, 401.,88 Kumar, S.; Singh, S. K.; Part. Sci. Technol. 2016, 35, 304.

The primary structure of the silk fibers is made up of a sequence of amino acids that form the polypeptide chain, determining the shapes that these chains assume.99 Sashina, E. S.; Bochek, A. M.; Novoselov, N.P.; Kirichenko, D. A.; Russ. J. Appl. Chem. 2006, 79, 869. The intermolecular structures are formed by hydrogen bonds in a sheet-like array.1010 Brändén, C-I.; Tooze, J.; Introduction to Protein Structure, 2nd ed., Garland Science: New York, 1999. The conformation of the polypeptide chains are further elucidated in the work of Lefèvre, et al.,1111 Lefèvre, T.; Rousseau, M-E.; Pézolet, M.; Biophys. J. 2007, 92, 2885. who used polarized Raman microspectroscopy to show the molecular organization of the silk produced by B. mori, with a combination of different quantities of β-sheets and flexible structures (β-turns and α-helical structures).

A study of the structural stability of these materials is warranted since the silk filament industrialization process is multi-stage, and some stages involve subjecting the cocoon to moderately high temperatures. One of these stages is cocoon drying prior to the transformation of the pupae into moths, conserving filament quality. Drying begins at a temperature of 125 to 130 ºC, interrupting the life cycle of the living pupae inside the raw cocoon. Drying sessions vary in terms of temperature, which is gradually lowered as the process continues. The drying time is between 6 and 7 hours and the final temperature is around 40 ºC. After drying, the cocoons are stored for at least two weeks to allow the sericin to completely stabilize. In the processing stage, the cocoons are pressure-cooked in hot water to soften the sericin gum, facilitating the unwinding operation and improving the shine and texture of the fabric.22 Jo, Y. N.; Um, I. C.; Int. J. Biol. Macromol. 2015, 78, 287.

This study investigates the effect of temperature on the structural organization of raw and processed cocoons, with the aim of better understanding the properties of this material. Thermal analysis and Raman spectroscopy resources were used to characterize the arrangement of the segments in the polypeptide-generating matrices forming the cocoon. The results show that temperature plays a crucial role in determining the nature of SF secondary structures.

EXPERIMENTAL

Materials

The cocoons of the silkworm (B. mori) used in this study were supplied by Empresa Bratac de Fiação de Seda, based in Londrina, Paraná State, Brazil.

Cocoon classification

The cocoon samples were initially classified as raw cocoons, prior to any heat treatment, and processed cocoons, after heat treatment in drying ovens. Raw and processed cocoons were subsequently cut into 0.5 x 0.5 cm pieces using stainless steel scissors.

Cocoon oven drying

Once the cocoons had been classified, they were subjected to two different drying programs in an oven (FANEN, Modelo 3015 SE), at 80 and 125 ºC for 60 minutes. After cooling to ambient temperature, the samples obtained were designated 'treated raw cocoons' and 'treated processed cocoons.

Differential scanning calorimetry (DSC)

Differential scanning calorimetry was used on cocoon fragments (total mass of 1,800 mg raw cocoon and 1,600 mg processed cocoon). The samples were placed on hermetic aluminum supports. DSC curves were obtained in a Shimadzu DSC-60 differential scanning calorimeter. Heat was applied at a rate of 10 ºC min-1, over a temperature range of 25 to 300 ºC. A gas flow rate of 50 mL min-1 was used in a nitrogen atmosphere.

Spectroscopic characterization

For Raman measurements, the silk cocoons were mounted on glass microscope slides with the aid of metal claws. The Raman spectra and Optical micrographies of the inner surfaces of the cocoons were obtained using a WITec® Alpha300+ Confocal Raman Microscope System and x50 ZEISS lens at wavelengths of 532 and 785 nm. The laser power focused on the sample was maintained at 7.5 and 10 mW, respectively, measured initially by a power meter equipment positioned after the objective lens. The spectra were collected accumulating for 3 seconds after 10 scans.

All spectral deconvolutions were performed using Origin program (8.0, 2007). A number of components and the generation of a reasonable fit were assumed in the process, where each component demonstrates the dependence of the treatment performed on the sample through the change in observed relative intensity. A Gaussian function was used and control over parameters (positions and bandwidth) was not performed, and small differences in positions and bandwidths were tolerated.

RESULTS AND DISCUSSION

Based on the possibility that moderate heating of the silk cocoon could cause some disruptions in the molecular organization of the fibers, the study initially focused on the thermal events that could occur as a result of changes induced by heat treatment.

Figure 1 shows the DSC curves for the raw and processed cocoons. At temperatures of 30 to 150 ºC, both curves show an endothermic process characteristic of water vaporization. However, the curve is broadened, probably evidencing a strong interaction between the water molecules and the silk molecules. At temperatures above 326 ºC, an exothermal process related to degradation occurs in both kinds of cocoon. The behavior observed in the DSC curves for raw and processed cocoons is similar to that observed by Malay et al.1212 Malay, A. D.; Sato, R.; Yazawa, K.; Watanabe, H.; Ifuku, N.; Masunaga, H.; Hikima, T.; Guan, J.; Mandal, B. B.; Damrongsakkul, S.; Numata, K.; Sci. Rep. 2016, 6, 1. and Wang et al.1313 Wang, T.; Chena, L.; Du, L.; Shen, T.; Li, F.; Huang, L.; Li, Z.; Wu, D.; Mater. Des. 2017, 134, 132. working on the silk fibers of B. mori cocoons.

Figure 1
DSC curves: (a) raw cocoon; (b) processed cocoon

Figure 2 shows the images of the cocoons obtained under the confocal microscope during and after laser irradiation. Figure 2(a) shows silk filaments organized in layers and in some regions the fibers are interlaced to form irregular structures (circled region) unifying the filaments. These structures are probably due to the formation of sericin, as characterized by Hang et al.1414 Hang, Y.; Zhang, Y.; Jin, Y.; Shao, H.; Hu, X.; Int. J. Biol. Macromol. 2012, 51, 980. and Jin & Kaplan.66 Jin, H-J.; Kaplan, D. L.; Nature 2003, 424, 1057.

Figure 2
Optical micrographies of the cocoon surface (a), with laser irradiation at 532 nm (b) and after laser irradiation at 532 nm (c). A confocal microscope was used with a X50 lens

Figure 2(b) shows the images obtained with laser irradiation at 532 nm. The fluorescence effect can be observed in the regions of these irregular structures. After laser irradiation was switched off (Figure 2c), there is some visible burning of the material in this region (circled). In contrast, the effect of the radiation in another region of the fiber (indicated by an arrow) at the same laser power did not cause burning. These regions are well defined in the samples and the spectra were obtained in three regions of the fiber and compared, presenting data reproducibility and no sign of sample deterioration and spectral change were observed under these experimental conditions.

Raman spectra at 532 nm were then obtained for fibers not in the irregular regions in order to study the components of the material structured more uniformly.

Figure 3 shows the Raman spectra for the raw and processed cocoons as received (before heat treatment) and after heating in an oven at 80 and 125 ºC for 60 minutes. The bands at 1676, 1559/1570 and 1238 cm-1 were attributed respectively to amide I, II and III, related to the different contributions of C=O stretching, N-H angular deformation in the plane and C-N stretching of the polypeptide chains in the primary structure of the cocoon.1515 Arêas, E. P. G.; Kawano, Y.; Quim. Nova 1991, 14, 31.

Figure 3
Raman spectra of the surfaces of I) raw cocoon and II) processed cocoon in the 600-1800 cm-1 region; (a) without heating; (b) oven-dried at 80 ºC; and (c) oven-dried at 125 ºC for 60 minutes, at excitation of 532 nm

Comparing the initial spectrum of the raw cocoon (Figure 3 Ia) as the processed cocoon spectrum (Figure 3 IIa) were observed some significant differences in the relative intensities of the bands. Considering that the processed cocoon has previously been thermally treated in drying ovens, this material is likely to have a stabilized amount of sericin, but to a lesser extent than the raw cocoon.

It was not possible to obtain the characteristic Raman spectrum of sericin, because in a region where it accumulates in the cocoon is deteriorated by laser action (Figure 2a and 2c). However, no sign of sample deterioration or spectral change were observed in the fiber region, where sericin possibly should be forming a more stable thin layer on fibroin fibers. As the spectra obtained at 532 nm show little penetration of the laser in this layer, it should cause differences in the intensities of the observed bands, e.g. at 1238, 1412, 1460 and 1676 cm-1.

The Raman spectra of the raw cocoon (Figure 3I) show that, as the drying temperature is increased, neither of the two temperatures induced spectral changes compared to the cocoon without heat treatment. However, the spectra of the processed cocoon (Figure 3II) show that as the drying temperature increases, there is a drop in the intensity of the band at 1412 cm-1, related to OH deformation of the serine in the sericin,1616 Monti, P.; Freddi, G.; Arosio, C.; Tsukada, M.; Arai, T; Taddei, P.; J. Mol. Struct. 2007, 202, 834. and an increase in the intensity of the band at 1460 cm-1 attributed to the angular deformation of CH3 in the poly(alanine) and angular deformation in the plane of CH2 in the poly(alanine-glycine).1717 Preghenella, M.; Pezzotti, G.; Migliaresi, C.; J. Raman Spectrosc. 2007, 38, 522.

18 Rousseau, M-E.; Lefèvre, T.; Beaulieu, L.; Asakura, T.; Pézolet, M.; Biomacromolecules 2004, 5, 2247.
-1919 Shao, J.; Zheng, J.; Liu, J.; Carr, C. M.; J. Appl. Polym. Sci. 2005, 96, 1999. The images obtained by confocal microscopy show that further drying after reaching 80 ºC results in the formation of sericin particles on the surface of the fibroin filaments. This effect was less marked in raw cocoon samples, possibly because of the higher quantity of sericin still present in the material.

Furthermore, it was also possible to observe a slight broadening of the band at 1238 cm-1, which could indicate that structural disruption is occurring as the temperature increases. According to Monti et al.,2020 Monti, P.; Freddi, G.; Bertoluzza, A.; Kasai, N.; Tsukada, M.; J. Raman Spectrosc. 1998, 29, 297. the temperature and drying rate play an important role in destabilizing the molecular structure of the silk secondary structure, i.e. temperature can be considered a key parameter in the disruption of this structure initially present in the silk fibroin. According to Monti et al.,1616 Monti, P.; Freddi, G.; Arosio, C.; Tsukada, M.; Arai, T; Taddei, P.; J. Mol. Struct. 2007, 202, 834.,2121 Monti, P.; Taddei, P.; Freddi, G.; Asakura, T.; Tsukada, M.; J. Raman Spectrosc. 2001, 32, 103. the bands at 1238 and 1093 cm-1 are related to β-sheet conformation in B. mori silk. Furthermore, the frequency at 1274 cm-1 is also related to the presence of α-helix conformation.

With the aim of monitoring the effect of structural disruption in the cocoons as the temperature increases (Figure 4), the Raman spectra were deconvoluted over the 1150-1430 cm-1 region.

Figure 4
Deconvoluted Raman spectra at 532 nm in the 1175-1390 cm-1 region for raw cocoon: (a) no heat treatment, (c) oven-dried at 80 ºC, (e) oven-dried at 125 ºC; and for processed cocoon: (b) no heat treatment, (d) oven-dried at 80 ºC, (f) oven-dried at 125 ºC

The deconvoluted spectra show that the intensities of bands at 1274 cm-1 increase compared to intensities at 1238 cm-1, evaluated using I(1238)/I(1274) intensity ratios, as shown in Table 1.

Table 1
Intensity ratios I(1238)/I(1274) and I(1093)/I(1274) for raw and processed cocoons, at 532 nm

For raw cocoon the intensity ratio fell from 2.4 to 1.7 and for processed cocoon from 2.9 to 1.5 for untreated and oven-dried materials respectively. This ratio shows that there was a drop in β-sheet conformation compared to α-helix conformation, resulting in structural disruption as the temperature increased.

The I(1093)/I(1274) band intensity ratios were also evaluated, with similar results.

Bearing in mind the complex structural arrangement of the polypeptide chains and the amino acid residues of the side chains, Raman spectra were also obtained at 785 nm in order to verify whether varying the excitation radiation induced any change.

Figure 5 compares the Raman spectra for the raw and processed cocoons as received (no subsequent heat treatment) at 532 and 785 nm.

Figure 5
Raman spectra of raw cocoon I) and processed cocoon II) in the 600-1800 cm-1 region, at (a) 532 and (b) 785 nm

Comparing the spectra at 785 nm, there are bands at 719, 885, 931 and 1036 cm-1, characteristic of the polypeptide chains present in the primary cocoon structure (silk fibroin).1717 Preghenella, M.; Pezzotti, G.; Migliaresi, C.; J. Raman Spectrosc. 2007, 38, 522.,2121 Monti, P.; Taddei, P.; Freddi, G.; Asakura, T.; Tsukada, M.; J. Raman Spectrosc. 2001, 32, 103.

22 Edwards, H. G. M.; Farwell, D. W.; J. Raman Spectrosc. 1995, 26, 901.

23 Taddei, P.; Chiono, V.; Anghileri, A.; Vozzi, G.; Freddi, G.; Ciardelli, G.; Macromol. Biosci. 2013, 13, 1492.
-2424 Colomban, P.; Dinh, H. M.; Riand, J.; Prinsloo, L. C.; Mauchamp, M.; J. Raman Spectrosc. 2008, 39, 1749. In addition, there is an increase in the intensities of bands at 648/654, 764/766, 833, 858/859, 981, 1008, 1167 and 1619/1627 cm-1, related to the vibrations of the silk fibroin amino acid side chains.1717 Preghenella, M.; Pezzotti, G.; Migliaresi, C.; J. Raman Spectrosc. 2007, 38, 522.,1818 Rousseau, M-E.; Lefèvre, T.; Beaulieu, L.; Asakura, T.; Pézolet, M.; Biomacromolecules 2004, 5, 2247.,2121 Monti, P.; Taddei, P.; Freddi, G.; Asakura, T.; Tsukada, M.; J. Raman Spectrosc. 2001, 32, 103.

As reported by Asakura et al.,2525 Asakura, T.; Yao, J.; Yamane, M.; Umemura, K.; Ulrich, A. S.; J. Am. Chem. Soc. 2002, 124, 8794. the constitution of the amorphous residual sequences of tyrosine present in the silk cocoons could, for the most part, be due to distorted contours of β-turns and β-sheets, introducing a random element into the fibroin skeleton. Thus, in the spectra obtained, deconvoluting amide I bands helped to verify whether or not the cocoons were identical at molecular level.

This study was based on the work of Lefèvre et al.,1111 Lefèvre, T.; Rousseau, M-E.; Pézolet, M.; Biophys. J. 2007, 92, 2885. who, by breaking down this band, found frequencies near at 1654, 1670, 1684/1694 cm-1, respectively attributed to the α-helix, β-sheet and β-turn structures.

Raman spectra at 785 nm (results not shown) were obtained for the surfaces of the raw and processed cocoons as received (no subsequent heat treatment) and oven-dried at 80 and 125 ºC for 60 minutes.

Figure 6 shows the deconvoluted Raman spectra obtained from the aforementioned samples in the 1629-1721 cm-1 region. These spectra were used to evaluate deconvoluted spectra intensity ratios I(1670)/I(1654), I(1670)/I(1684) and I(1670)/I(1694).

Figure 6
Deconvoluted Raman spectra at 785 nm in the 1629-1720 cm-1 region for raw cocoon: (a) no heat treatment, (c) oven-dried at 80 ºC, (e) oven-dried at 125 ºC; processed cocoon (b) no heat treatment, (d) oven-dried at 80 ºC, (f) oven-dried at 125 ºC

The deconvoluted spectra show that the intensities of bands at 1654, 1684 and 1694 cm-1 increase compared to the intensity of the band at 1670 cm-1 (see Table 2).

Table 2
Intensity ratios I(1670)/I(1654), I(1670)/I(1684) and I(1670)/I(1694) for raw and processed cocoons at 785 nm

For raw cocoon, the I(1670)/I(1654) intensity ratio fell from 3.9 to 0.6, and for processed cocoon from 1.3 to 0.8, comparing the materials with no heat treatment and those oven-dried. This ratio shows that there was a drop in β-sheet conformation compared to α-helix conformation, evidence that structural disruption is aggravated by increased temperature, as already confirmed by the spectra at 532 nm.

It was also observed that in all the deconvoluted Raman spectra (Figure 6 c-e) and in the heat treatment processed cocoon spectrum (Figure 6 b), the structural disorder promoted a broadening of the characteristic band of the α-helix conformation. This fact suggests a greater distortion/degeneration of this component in the material with increasing temperature.

For raw cocoon, intensity ratios I(1670)/I(1684) and I(1670)/I(1694) fell respectively from 3.3 to 0.4 and 16.9 to 0.8, and for processed cocoon from 3.2 to 1.3 and 3.2 to 2.3, comparing the materials with no heat treatment and those oven-dried. These results show that there is a drop in β-sheet conformation compared to β-turn conformation, possibly due to the transition between these structures with increased temperature.

As verified at both wavelengths (532 and 785 nm), the intensity ratios drop as the temperature is increased. Therefore, as reported by Jaramillo-Quiceno et al.,2626 Jaramillo-Quiceno, N.; Álvarez-López, C.; Restrepo-Osorio, A.; Procedia Eng. 2017, 200, 384. it is likely that heat treating silk fibers at moderate temperatures results in a disruption of molecular alignment concentrated in the amorphous regions, also affecting the crystalline structures of the β-sheet, which are gradually converted into random structures.

CONCLUSION

The Raman spectra in the region of the frequencies attributed to amide I and III of the silk fibroin polypeptide chains show a correlation between the intensity ratios of deconvoluted bands in spectra at 532 and 785 nm.

It can be stated that there is a drop in β-sheet conformation compared to α-helix conformation, and a drop in β-sheet conformation compared to β-turn conformation due to the transitioning of these structure as the temperature is increased.

Thus, this study of raw and processed cocoons shows that the temperature range evaluated by DSC plays a crucial role in impacting the silk fiber secondary structures of cocoons. The intensity ratios of bands obtained by Raman spectroscopy provide a means of rapidly evaluating the molecular conformation of silk fibers, which could be useful for controlling the properties of these materials.

ACKNOWLEDGMENTS

We would like to express our posthumous tribute to Prof. Hans Stammreich, on the occasion of the 50th anniversary of his death occurred in March 1969. This study was funded by the Parana State Government under the SETI project (Seda: O fio que transforma).

REFERENCES

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    Morin, A.; Alam, P.; Mater. Sci. Eng, C 2016, 65, 215.
  • 2
    Jo, Y. N.; Um, I. C.; Int. J. Biol. Macromol 2015, 78, 287.
  • 3
    Partlow, B. P.; Tabatabai, A. P.; Leisk, G. G.; Cebe, P.; Blair, D. L.; Kaplan, D. L.; Macromol. Biosci 2016, 16, 666.
  • 4
    Cao, T-T.; Zhang, Y-Q.; Mater. Sci. Eng., C 2016, 61, 940.
  • 5
    Zhang, Y. Q.; Tao, M. L.; Shen, W. D.; Zhou, Y. Z.; Ding, Y.; Ma, Y.; Zhou, W. L.; Biomaterials 2004, 25, 3751.
  • 6
    Jin, H-J.; Kaplan, D. L.; Nature 2003, 424, 1057.
  • 7
    Altman, G. H.; Diaz, F.; Jakuba, C.; Calabro, T.; Horan, R. L.; Chen, J.; Lu, H.; Richmond, J.; Kaplan, D.L.; Biomaterials 2003, 24, 401.
  • 8
    Kumar, S.; Singh, S. K.; Part. Sci. Technol 2016, 35, 304.
  • 9
    Sashina, E. S.; Bochek, A. M.; Novoselov, N.P.; Kirichenko, D. A.; Russ. J. Appl. Chem 2006, 79, 869.
  • 10
    Brändén, C-I.; Tooze, J.; Introduction to Protein Structure, 2nd ed., Garland Science: New York, 1999.
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    Lefèvre, T.; Rousseau, M-E.; Pézolet, M.; Biophys. J. 2007, 92, 2885.
  • 12
    Malay, A. D.; Sato, R.; Yazawa, K.; Watanabe, H.; Ifuku, N.; Masunaga, H.; Hikima, T.; Guan, J.; Mandal, B. B.; Damrongsakkul, S.; Numata, K.; Sci. Rep 2016, 6, 1.
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    Wang, T.; Chena, L.; Du, L.; Shen, T.; Li, F.; Huang, L.; Li, Z.; Wu, D.; Mater. Des 2017, 134, 132.
  • 14
    Hang, Y.; Zhang, Y.; Jin, Y.; Shao, H.; Hu, X.; Int. J. Biol. Macromol 2012, 51, 980.
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    Arêas, E. P. G.; Kawano, Y.; Quim. Nova 1991, 14, 31.
  • 16
    Monti, P.; Freddi, G.; Arosio, C.; Tsukada, M.; Arai, T; Taddei, P.; J. Mol. Struct 2007, 202, 834.
  • 17
    Preghenella, M.; Pezzotti, G.; Migliaresi, C.; J. Raman Spectrosc 2007, 38, 522.
  • 18
    Rousseau, M-E.; Lefèvre, T.; Beaulieu, L.; Asakura, T.; Pézolet, M.; Biomacromolecules 2004, 5, 2247.
  • 19
    Shao, J.; Zheng, J.; Liu, J.; Carr, C. M.; J. Appl. Polym. Sci 2005, 96, 1999.
  • 20
    Monti, P.; Freddi, G.; Bertoluzza, A.; Kasai, N.; Tsukada, M.; J. Raman Spectrosc 1998, 29, 297.
  • 21
    Monti, P.; Taddei, P.; Freddi, G.; Asakura, T.; Tsukada, M.; J. Raman Spectrosc 2001, 32, 103.
  • 22
    Edwards, H. G. M.; Farwell, D. W.; J. Raman Spectrosc 1995, 26, 901.
  • 23
    Taddei, P.; Chiono, V.; Anghileri, A.; Vozzi, G.; Freddi, G.; Ciardelli, G.; Macromol. Biosci 2013, 13, 1492.
  • 24
    Colomban, P.; Dinh, H. M.; Riand, J.; Prinsloo, L. C.; Mauchamp, M.; J. Raman Spectrosc 2008, 39, 1749.
  • 25
    Asakura, T.; Yao, J.; Yamane, M.; Umemura, K.; Ulrich, A. S.; J. Am. Chem. Soc 2002, 124, 8794.
  • 26
    Jaramillo-Quiceno, N.; Álvarez-López, C.; Restrepo-Osorio, A.; Procedia Eng 2017, 200, 384.

Publication Dates

  • Publication in this collection
    05 Dec 2019
  • Date of issue
    Sept 2019

History

  • Received
    16 Feb 2019
  • Accepted
    12 June 2019
  • Published
    18 Sept 2019
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