Accurate Evaluation of Dynamics and Specific Interactions in PLA/TiO2 Nanocomposites

Near infrared spectroscopy in the transmission mode was used to study the effect of the presence of TiO2 nanoparticles on the dynamics of Polylactic Acid (PLA) in PLA/TiO2 nanocomposites. The variation of IR absorbance of certain bands, the average energy of those absorptions (< v >, cm-1) and two-dimensional Infrared (2D IR) correlation spectroscopy as a function of temperature and TiO2 content (0, 1, 5 and 10% wt) were used. Thermal transitions associated to the glass transition (64 oC) and cold crystallization temperatures (123 °C) are clearly identified from the analysis of integrated absorbance of bands at 4770 and 4725 cm-1, assigned to amorphous phase, as they were more sensitive to temperature changes. The band at 4440 cm-1, related with the formation of crystalline regions, showed a better definition of the thermal transitions as well as the bands at 4307 and 4255 cm-1 associated to the combination of C-H wagging modes showed sharp changes, suggesting that transitions occur due to backbone conformational changes. The evolution of integrated absorbance of different bands in PLA-TiO2 nanocomposites as a function of temperature, seem to point out the presence of specific interactions between the C = O group and TiO2 nanoparticles. This effect is observed up to 1% wt whereas for higher loadings it is not possible to detect thermal transitions due to the scattered of the data for higher loadings of particles.


Introduction
The incorporation of certain nanoparticles in a polymer matrix can lead to polymer nanocomposites with improved or unique properties in relation to the neat polymer. However, many times it is difficult to understand the real origin of the properties since it is not clear if they come from the sole presence of the particles, the specific interactions between them and the polymer matrix or a combination of both.
Probably, the easiest way to make physico-chemical interpretations about the influence of the presence of a nano filler is to ensure uniform dispersions of the nanoparticles because statistically all the effects should be averaged. However, even with a uniform dispersion of the nanoparticles there might be multiple interrelated factors contributing to the final properties of a nanocomposite: i) The nature of the constituents (polymer and particles); ii) The composition of the nanocomposite; iii) The existing specific interactions between constituents; iv) The induced morphology changes during processing by the presence of the particles; v) The size and shape of the particles; etc. Vibrational spectroscopic techniques are useful to study molecular structures, as well as environmental changes around and inter-or intra-molecular interactions [1][2][3]. Possibly, one of the most well-known and economically viable techniques for that purpose is infrared spectroscopy, IR. In fact, knowing the infrared absorption bands it is possible to monitor changes of chemical groups associated to specific interactions as well as vibrational couplings [4]. Therefore, studies about changes in polymer dynamics and its structural changes due to the presence of nanoparticles could be done by infrared spectroscopy.
Although there are other methods and techniques that can give information about the dynamics of a polymer such as DSC, DMA and others, conclusions at a molecular scale must be indirectly extracted. For this reason, experimental methods or techniques which directly allow extracting information at a molecular scale are always preferable. Among the cheapest and easiest handling methods in this sense is to monitor the evolution of selected infrared bands of a polymer as a function of temperature or time. For example, FTIR spectroscopy has been widely used to monitor curing reactions in polymer composites by analyzing the bands of different absorbing moieties as a function of curing time at different temperatures [5,6].
More recently, the analysis of FTIR-ATR absorption bands has been used for the study of the changes accompanying interfacial conformations and molecular structure in PMMA-silica nanocomposites [3,7]. Among the different IR ranges, spectra in the middle IR range are easier to interpret since; in general, the assignment of the bands corresponds to normal modes of vibration. However, for the middle range it is required very thin samples in order to avoid saturation of detectors. This limitation might impede extrapolating conclusions to thicker samples or polymer bulk. In the case of working with polymer composites this also would limit the way of preparing the samples and therefore; many times being impossible to mimic the real material as it is processed for a certain application [8]. To overcome this problem, IR spectroscopy in the near range may be used, since most of the times to have measurable absorbance relatively thick samples are needed. In this case the only disadvantage is the band assignment because in the near infrared region only overtones and combination bands appear. However, there are only a few research works which, based on NIR spectroscopy, have offer valuable information about structure and conformational changes of many molecules [9][10][11][12]. Besides, the use of FTIR spectroscopy in the near range with the aid of fluorescence spectroscopy has also allowed studying different processes such as chemical reactions [13,14], phase separation [15] or water absorption processes [16].
On the other hand, different ways to indirectly improve spectroscopic resolution exist and two-dimensional, 2D, correlation spectroscopy is probably one of the best. The theory of generalized 2D correlation spectroscopy was developed by I. Noda [17] in 1993, as an extension of the original 2D correlation spectroscopy proposed by him [18][19][20]. By the use of 2D correlation spectroscopy, it is possible to enhance spectra resolution of individual component bands. In the 2D analysis, two kinds of correlation maps, synchronous and asynchronous ones are generated based upon a set of dynamic spectra calculated from dynamic fluctuations of spectroscopic signals. The generalized 2D method can handle signals fluctuating as an arbitrary function of time or any other physical variable such as temperature, pressure, or even concentration [21][22][23]. Correlation peaks appearing in the synchronous and asynchronous maps represent in-phase and out-of-phase variation tendencies of corresponding band intensities, respectively. The generalized 2D correlation spectroscopy has been applied extensively to analyze IR spectra of polymer. The use of the 2D IR approach to analyze temperature-dependent spectra collected in situ during the temperature elevation process effectively enhances the spectral resolution, reveals details on the specific interactions and gives information about specific order of the spectral intensity changes taking place during the measurement from the analysis of the asynchronous spectra [24].
Poly(lactic acid) (PLA) (-[CH(CH 3 )COO] n -) is an environment friendly polymer that has found applications to produce biocompatible implant materials, plastic parts, films, fibers, etc. However, its poor mechanical properties, its relatively high gas permeability and the lack of other properties such as bactericidal effect have limited its use in some industrial applications [25]. In relation to the later issue modification of materials with nanostructures that exhibit antimicrobial properties may be an efficient mode of prevention of bio film development [26]. Particularly in the case of PLA based materials the modification of the polymer by the incorporation of nanoparticles with antibacterial properties might be a good choice to develop easy processing anti-microbial materials to be applied among others, in food packaging.
Titanium dioxide, TiO 2 , is a material in which, by the action of light transition of an electron occurs in the conduction band, resulting in a positive hole with oxidizing ability and a negative charge with reducing ability. Bacteria subjected to oxidative stress trigger a self-destruct mechanism that makes TiO 2 a material which bactericidal properties are enhanced by the presence of light. Several studies have shown the bactericidal properties of TiO 2 [27][28][29][30][31][32]. On the other hand, the small size of nanoparticles of TiO 2 also improves the catalytic effect of this material which is also biocompatible [33,34]. Therefore, the addition of TiO 2 nanoparticles should provide the final material some of their corresponding functional properties such as protection against UV radiation and bactericidal action.
However, in general, to be successful on improving the polymer nanocomposites properties nanofillers must

Sample preparation
A solution of 2.0 grams of PLA in 10 mL of CH 2 Cl 2 was prepared first swelling the polymer for 30 mins and then stirred for 1 h. Then a sonicated solution of TiO 2 nanoparticles in 10 mL of CH 2 Cl 2 was mixed with the PLA solution. The mixture was stirred for 1 h and then casted on a Petri dish at room temperature. The prefilms obtained after casting were dried in an oven at 40 °C for 24 h. The material was hot-pressed in a FONTI-JNE PRESSESS machine model TP400 at 160 °C with a load of 30 kN for 10 mins to obtain the final film materials ( Figure 1) with an average thickness of 200 µm. the following nomenclature was used for the samples: PLA (Pure Polylactic Acid) and PLA-X TiO 2 for the composites where 'x' indicates the amount of nanoparticles in weight percent.

Near range fourier transform infrared spectroscopy, FT-NIR
Structural and dynamics studies were done by Fourier transformed infrared spectroscopy in the near range, FT-NIR, and measured with a Perkin Elmer Spectrum GX. The FT-NIR transmission spectra for each sample were recorded as a function of temperature. Spectra were collected from the average of 20 scans in the range of 5000 to 4000 cm -1 , with a resolution of 4 cm -1 . The samples were located in an oven SPECAC in the sample holder of the spectrometer. A temperature ramp from 30 to 170 °C at a 2 °C/min was programmed and run using a PC and a temperature controller with an accuracy of ± 1 °C.

Results and Discussion
In the case of PLA polymer the most prominent absorption bands occurring in the near region of the infrared, NIR, are related to overtones and combinations be introduced within the polymer ensuring adequate dispersion of them. Besides, the uniform particle dispersion should ease the task of interpreting data about the effect of particles on the properties of the polymer. Up to now, several options have been investigated in order to attain the best dispersion of nanoparticles in polymer matrices, for example i) Modification of the nanoparticles surface [35][36][37]; ii) "In situ" polymerization by prior dispersion of the nanoparticles in a monomer [38] and iii) Addition of surfactants or other dispersant substances [39]. However, it is difficult to find some which ensure uniform dispersions in polymer matrices when the amount of nanofiller is higher than 5% by weight or when the polymer is highly viscous. In this context, using high energy ball milling promising results have been recently obtained [40][41][42][43][44][45]. It has been stated that the strong shear forces imposed by the milling process allow nanoparticles to be randomly embedded into the polymer [41].
In this research near infrared spectroscopy in the transmission mode was used to study the effect of the presence of TiO 2 nanoparticles on the PLA dynamics in PLA/TiO 2 nanocomposites. In particular, specific interactions between the nanofiller and the polymer will be determined analyzing FT-NIR spectra. The evolution of the absorbance of certain bands, the average energy of those absorptions and two-dimensional Infrared (2D IR) correlation spectroscopy as a function of temperature and TiO 2 content were used to accurately study those interactions, the PLA dynamics so as their changes.

Experimental Materials
Polylactic Acid (PLA) provided by Resinex Spain S.L. (manufactured by Nature Works LLC with reference code PLA Polymer 7032D with a specific gravity of 1.24) was used as the polymer matrix. Nanopowder of TiO 2 purchased from Sigma Aldrich (purity 99.5% and average diameter < 100 nm) was used as the nanofiller. 4255 cm -1 can be assigned to the combination of the CH 3 symmetric stretching with the CH 3 symmetric bending (these band assignments and others can be found in Table 1). Figure 3 shows the synchronous and asynchronous correlation spectra of PLA, in the region of 4830-4410 cm -1 , calculated from the spectra in Figure 2. The intensity of a synchronous 2D correlation spectrum Φ(ν 1 , ν 2 ) represents the simultaneous or coincidental changes of spectral intensity variations measured at ν 1 and ν 2 ; an asynchronous spectrum Ψ(ν 1 , ν 2 ), on the other hand, represents sequential or successive changes of spectral intensities measured at ν 1 and ν 2 . According to Noda's rules [50,51] the sign of an asynchronous cross-peak becomes positive, if the intensity change at ν 1 occurs predominantly before ν 2 in the sequential order of the variable (in this case, the temperature). It becomes negative, bands of fundamental vibrations of the groups -CH 3 , C = O, and C-O-C [46]. Unfortunately, the assignment of NIR bands of PLA has not been fully established yet [47]. Hence, a first effort should be focused on band assignment that might be useful for the subsequent analysis of the PLA dynamics under the influence of the presence of TiO 2 nanoparticles. Figure 2a shows near-infrared spectra of neat PLA film at different temperatures. As can be seen the NIR bands do not seem to show big changes as a function of temperature. In order to choose conveniently bands with the most significant changes, subtractions between the spectra at a certain temperature with the spectrum obtained at room temperature were considered (Figure 2b). The most evident observation was that the absorbance of at all bands decreases with temperature. The most common interpretation for this behavior can be made in terms of the number of absorbing species. As temperature increases, the material density decreases the concentration of absorbing species decreases and therefore their corresponding optical density [8].
On the other hand, band splitting phenomena are clearly observed in the difference spectra ( Figure 2b). For example, the band at 4438 cm -1 turns into two bands at 4461 and 4443 cm -1 during the heating and the band at 4372 cm -1 splits into two bands at 4381 and 4370 cm -1 respectively. For some other bands a clear split is not observed but distortion of their shapes is observed instead. These results revealed therefore that the heating induces structural changes in the polymer which are reflected in the relative position of the absorbing groups therefore in their corresponding specific interactions and consequently, in the required energy to activate the vibrations. Taking into account the band assignments proposed by Jianming Zhang, et al. [48] of amorphous and semi crystalline PLLA in the 500-1000 cm -1 region it seems reasonable to think that the splitting must come from small variations in the contribution of the two phases, amorphous and crystalline. In fact, considering the assignation already known for the middle range IR bands [48,49] it could be stated that: i) The bands found between 4830 cm -1 and 4670 cm -1 can be associated to combinations of the CH 3 asymmetric stretching with the C = O stretching; ii) The band centered at 4438 cm -1 can be assigned to the combination of the CH 3 asymmetric stretching with the CH 3 asymmetric bending; iii) The band at 4372 cm -1 can be assigned to the combination of the CH 3 symmetric stretching with the CH 3 asymmetric bending; iv) The band found at 4307 cm -1 can be assigned to the combination of the CH 3 symmetric stretching with the CH 3 asymmetric bending although there exist another possibility the combination of the CH 3 asymmetric stretching with the C-H wagging; v) The band found at

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According to the sign of cross-peaks in Figure 3a, the intensities of all the bands vary in the same direction (a decrease in intensity as temperature increases, see Figure  2). This trend was already explained in terms of density changes. However, depending on the phase considered (amorphous or crystalline), the changes could be faster or slower. Taking into account that the amorphous phase should change its density faster the 2D asynchronous spectra should give information to identify those bands more related with a particular phase.
In the asynchronous spectrum (Figure 3b), there is a non-expected cross-peak, attending the synchronous spectrum (Figure 3a), where a band at around 4690 cm -1 correlates with those in the range 4410-4500 cm -1 . In fact in Figure 2b it is observed the disappearance of a band centered at about 4690 cm -1 being in good agreement with these observations. Besides, it is not difficult to see that the so-called "butterfly pattern" appears in apparently splitting of the band at 4438 cm -1 . Usually, the appearance of such a pattern in an asynchronous spectrum is attributed to a peak shift combined with the intensity changes [52]. Considering this, one could conclude that there is not a real splitting in the band at 4438 cm -1 . On the other hand, from the asynchronous spectrum (Figure 3b on the other hand, if the change occurs after ν 2 . This rule is, however, reversed if the corresponding synchronous intensity becomes negative; i.e., Φ(ν 1 , ν 2 ) < 0. On the basis of this unique feature of asynchronous spectra, we expect to obtain more information about the origin of the three bands at 4770, 4725, and 4438 cm -1 .
In the synchronous spectrum (Figure 3a) apart from the three bands mentioned above, another band located around 4460 cm -1 can also be de convoluted effectively.  periments. Just when those processes are occurring there is a reordering of chains, consequently at those points, in terms of absorbance, the higher order should compensate the density decrease due to the increase of temperature as it is observed (Figure 4, left).
On the other hand, although very slightly, the first moment decreases continuously with temperature, indicating a very small shift of the bands to lower wave numbers. The use of the first moment of spectral bands allows following very small spectral shifts with an indirectly increased accuracy, thus avoiding the limitations imposed by the measurement resolution of the equipment [53]. This variation of the first moment may be associated with an increase in the population of the most energetic rotational levels of the corresponding vibrational ground state. This effect is usually called 'hot bands' which are red shifted with respect to the corresponding fundamental transitions (they appear at lower wave numbers) [8,54]. In Figure 4b it can be also seen a clear change in the tendency of the first moment with temperature in the interval 100-120 °C which matches with the interval in which the cold crystallization occurs.
In Figure 5 is represented the integrated absorbance and the first moment of the band centered at 4440 cm -1 for the neat PLA. In terms of profiles, similar results to those of the bands at 4770 and 4725 cm -1 were found. However, the representation of the integrated absorbance shows better definition of the thermal transitions. This result is in accordance with the consideration that the band at 4440 cm -1 arises form vibrations of groups more related with the formation of the crystalline regions since they are more sensitive to changes in the macromolecular chain order. The absorption at 4770 and 4725 is caused by combination modes of the groups C = O and CH 3 while in the case of absorption at 4440 cm -1 only the methyl group participates. Therefore, it seems and 4440 cm -1 signals. Second, in Figure 3b it is noted that there is no cross-peak between the bands at 4770 and 4725 cm -1 . This indicates that the changes of these two bands are synchronous. All these results are suggesting first, that absorption bands at 4770 and 4725 cm -1 proceed from modes of groups located in the same region (or phase) and because they are more sensitive to temperature changes they should have more participation of the amorphous phase whose changes in density with temperature are faster.
To confirm the above mentioned it is possible to study the polymer dynamics under the effect of increasing temperature. Simply by representing the absorbance and the wave numbers of the bands as a function of temperature one should have a general idea of different thermal transitions at a molecular scale. Besides, depending on the sensitiveness of the particular band to a given thermal transition important conclusions may be extracted in terms of the groups participating in a certain phase, crystalline or amorphous for instance.
In Figure 4 the integrated absorbance of both synchronized bands at 4770 and 4725 cm -1 and the first moment, < ν >, associated to the distribution of energies of the two bands for the neat PLA are represented as a function of temperature.
As expected, the general absorbance decreases with temperature. This trend can be explained considering a simple reduction of density which implies lower concentration of the absorbent species. However, at particular values of temperature, 64 °C and 123 °C respectively there are abrupt changes of this tendency for which the slope decreases. Here, it is important to highlight that those values of temperature are coincident with the enthalpy relaxation just after the glass transition temperature, T g , and the temperature at the maximum rate of the cold crystallization for the neat PLA as revealed DSC ex- tion with the C-H wagging mode of the tertiary carbon. Therefore, one could conclude that transitions occur mainly due to backbone conformation changes occurring when the most rigid part of the monomer unit start having more free motion looking for more favorable interactions which allow them to be more stacked or ordered. Therefore, during the ageing phenomena and/or the cold crystallization there must be mainly a local increase of C-H concentration because of macromolecular chain ordering which causes absorbance to increase.
To study the influence of the presence of the nanoparticles of TiO 2 for a specific temperature one could study the evolution of absorbances, shifts of bands and band ratios as a function of the amount of nanoparticles. However, taking into account the difficulty on preparing samples exactly with the same amount of material and/ or thickness very difficult processes of spectra correction should be done in order to have all spectra ready for comparisons. On the other hand, it has been demonstrated that the use of the 2D IR approach effectively enhanced the spectral resolution and revealed details that the methyl group is the main group being affected by changes in the molecular order in the PLA polymer. This result is also in agreement with the consideration of that the CH 3 groups form close inters chain contact during crystallization as stated J. Zhang, et al. [49]. The first moment does not seem to be sensitive enough as to see thermal changes, with the band at 4440 cm -1 , since no clear changes of slope were observed.
On the other hand, from the analysis of data in Figure  4 and Figure 5 it is observed that the relative change of absorbance for the bands at 4770 and 4725 cm -1 in the interval of temperatures monitored was 15.8% while in the case of the band at 4440 cm -1 15.4%. This result is in agreement with what is observed in the 2D correlation spectra of Figure 3, the absorbance changes of the 4770 and 4725 cm -1 bands occur faster than that of the 4440 cm -1 signal.
The rest of bands show similar results except those at 4307 cm -1 and 4255 cm -1 showing the sharpest changes of absorbance with temperature ( Figure 6). It seems that these bands have an important contribution of combina- because is a temperature in between the T g and the cold crystallization temperature, T cc , and 170 °C was chosen because is a slightly higher temperature than the melting point of PLA.
The Figure 7, Figure 8 and Figure 9 show the 2D correlation spectra between three NIR regions when the variable is the TiO 2 nanoparticle content (0, 1, 5 and 10%) at 82 °C. For the rest of temperatures similar results were observed. In Figure 7 the region between 4490 and 4330 cm -1 is considered where correlations between the bands at 4428 cm -1 and at 4372 cm -1 might be observed. on the specific interactions and conformational changes which are not easily detected in the traditional one-dimensional spectra [24]. Therefore, 2D correlation spectroscopy will be carried out to understand the possible structure changes appearing in the PLA due to specific interactions between the TiO 2 nanoparticles.
The 2D correlation was performed as a function of the TiO 2 nanoparticles content at three temperatures, 30, 82 and 170 °C respectively. These temperatures were chosen because 30 °C represents one temperature well below the glass transition temperature, T g , of PLA. 82 °C

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Taking into account that the band at 4370 cm -1 arises from combination of vibration of the methyl group as in the case of the band at 4440 cm -1 the same conclusion can be extracted. The carbonyl group seems to specifically interact with TiO 2 nanoparticles.
Finally, the influence of the presence of TiO 2 nanoparticles in the PLA dynamics was studied from the NIR spectra recorded during heating from 30 to 170 °C at a 2 °C/min for the different systems or samples under consideration with different TiO 2 contents. In this case only the change in the integrated absorbance for certain bands (4770 cm -1 + 4725 cm -1 , Figure 10a, 4440 cm -1 , Figure 10b, 4307 cm -1 , Figure 10c and 4255 cm -1 , Figure  10d) was considered. Regardless the band chosen similar results were obtained. The absorption in general decreases with temperature independently of TiO 2 content and the higher the amount of filler the more scattered the data. The last observation can be explained taking into account that the higher the TiO 2 contain the smaller the amount of polymer for the same amount of sample. Therefore, the integrated absorbance is getting lower and lower with the consequence of decreasing the signal to noise ratio that surely causes the high scatter observed for the higher loaded samples. These scattered results impede clearly identify the thermal transitions in the samples with higher amount of nanofiller. However, from the samples with lower amount of nanoparticles interesting observations and conclusions can be extracted. It is observed an increase of about 10 °C in the glass transition temperature when 1% by weight of TiO 2 nanoparticles is added to the neat PLA. This result is indicating a restriction on the PLA chain motion under the presence of TiO 2 nanoparticles that could be caused by the In Figure 7a it is observed how these bands do correlate positively without showing any band splitting. In the corresponding asynchronous spectrum (Figure 7b) again the so-called "butterfly pattern" appears therefore here it could be said again that the pseudo correlation seems to be due to very slight peak shifts combined with the intensity changes [55]. The later suggests no new specific interactions with CH 3 groups since all its vibrational modes seem to be altered in the same way and only a proportional decrease of absorbance occurs due to a decrease of the absorbing group's concentration of PLA when the TiO 2 content is increased.
In Figure 8 correlations as a function of TiO 2 content between the bands at 4770, 4725 and 4440 cm -1 are considered. It is observed how these bands do correlate positively without showing any band splitting. However, in the corresponding asynchronous spectrum (Figure 8b) following the Noda's rules it is possible to see how the bands at 4770 and 4725 cm -1 precede their variations to that of the band at 4440 cm -1 . This result may be and indicative that the presence of TiO 2 nanoparticles affects in a different way the carbonyl group (which participate in the combination mode whose absorption occurs at 4770 and 4725 cm -1 ) than that of the methyl group. If the carbonyl group of the polymer interact favorably with the surface of the TiO 2 nanoparticles and additional decrease of absorbance might be expected since the change in the dipole moment may be lower if stretching is inhibited.
In Figure 9 correlations between the bands at 4770, 4725 and 4370 cm -1 are considered. It is observed how these bands do correlate in the same way as it happened between the bands 4770, 4725 and 4440 cm -1 (Figure 8). groups are involved. These results suggest that methyl groups are in close inter-chain contact during thermal transitions as it was observed before [49].

Conclusions
Near infrared spectroscopy in the transmission mode was used to study the effect of the presence of TiO 2 nanoparticles on the PLA dynamics in PLA/TiO 2 nanocomposites. The evolution of the absorbance of certain bands, the average energy of those absorptions (< ν >, cm -1 ) and 2D IR correlation spectroscopy as a function of temperature and TiO 2 content were used to accurately study those interactions, the PLA dynamics so as their changes.
Thermal transitions associated to the glass transition (64 °C) and cold crystallization temperatures (123 °C) are clearly identified from the analysis of integrated absorbance of the different bands. Absorption bands at 4770 and 4725 cm -1 were more sensitive to temperature changes suggesting a higher participation of the amorphous phase whose changes in density with temperature are faster. The band at 4440 cm -1 , related to the formation of crystalline regions, showed a better definition of the thermal transitions. Bands at 4307 and 4255 cm -1 associated to the combination of C-H wagging modes showed sharp changes, suggesting that transitions occur due to backbone conformational changes.
The 2D correlation was performed as a function of the TiO 2 nanoparticles content (0,1,5 and 10%) at three temperatures, 30, 82 and 170 °C respectively. Results suggest that the carbonyl group seems to specifically interact with TiO 2 nanoparticles. An increase of approximately 10 °C in the glass transition temperature was observed for the nanocomposites with 1% by weight of TiO 2 nanoparticles. This result is indicating a restriction on the PLA chain motion in the presence of TiO 2 nanoparticles that could be caused by the specific interactions found between the carbonyl groups of the polymer and the nanoparticles. The results of this study also suggest that the method is not sensitive enough for PLA-TiO 2 nanocomposites with high TiO 2 loadings because the amount of polymer decreases and scatter of the data increases.