The influence of commercial primed canvases in the manifestation of metal soaps protrusions in Georgia O’Keeffe’s oil paintings

During a routine condition survey in 2007 at the Georgia O’Keeffe Museum in Santa Fe, micro-protrusions were found scattered across the surfaces of the artist’s oil paintings produced between 1920 and 1950. In many of her works, including Pedernal (1941) and A Man from the Desert (1941), lead soaps were found aggregated at the painting surface, forcing the surrounding paint to deform into pin-sized protrusions. The structure and composition of the protrusions was analyzed to determine why they formed. Microsamples were removed from four of O’Keeffe’s paintings and investigated using a combination of SEM–EDX, GC–MS, and FT-IR. The combined GC–MS and FT-IR results indicate that the protrusions contain primarily lead carboxylates. The results obtained for a series of ground samples removed from four different paintings were then compared with samples collected from a commercially pre-primed canvas roll found in the artist’s house in Ghost Ranch, NM. We identified two different types of canvases: i) a commercially pre-primed canvas and ii) artist primed canvas. This commercially pre-primed canvas roll has a similar morphology to the ground layers in her paintings that contain protrusions additionally these grounds were found to contain an excess of free fatty acids and metal carboxylates (lead soaps) based on a comparison to canvases the artist primed herself. Based on the analytical results from the four paintings and the commercial pre-primed canvas, we concluded that the artist’s use of this particular commercially pre-primed canvas between 1920 and 1950 play an important role in the observed micro-protrusions.


Introduction
In 2007 the Georgia O'Keeffe Museum in Santa Fe, NM undertook a condition survey of their collection to broadly explore deterioration mechanisms in the artist's paintings. From this survey, it was found that many of her works produced between 1920 and 1950 had disfiguring micro-protrusions scattered across their surfaces as may be observed in Fig. 1b and d. These protrusions range in size from 30 to 200 µm and have a characteristic appearance of metal carboxylate that have aggregated just below the top surface [1]. Based on anecdotal evidence, these soap features started to form only 20 years after the completion of the paintings when the artist herself asked the pioneering conservators Caroline and Sheldon Keck to help diagnose their cause. Recently formed soap protrusions on O'Keeffe's artworks, evident from protrusions forming under areas of retouching added within the last decade (Fig. 1c, d), suggest ongoing deterioration through the present day. Thus, active soap formation remains a significant concern for the long-term stability of these artworks.
Drying oils in paintings are composed of triglyceride molecules with unsaturated fatty acid chains that polymerize when exposed to oxygen, forming a rigid crosslinked network once "cured" [2][3][4]. Metal soaps Ortiz Miranda et al. Herit Sci (2020) 8:107 in these networks form by reaction between long alkyl chain, saturated carboxylic acids (fatty acids), naturally present in the binding media, and Zn or Pb oxides or carbonates (white pigments). However, even after the paint is considered sufficiently cured, glyceryl esters may hydrolyze, mediated by the presence of water in the ambient environment, and detach from the polymer network as additional free fatty acids. Hydrolysis reactions in paintings can thus produce a large reserve of free fatty acids available for reaction with metal ions. Despite the common occurrence of such hydrolysis reactions within paintings, the phenomena and the conditions involved in the formation of metal carboxylates soap protrusions are not fully understood [26]. Commonly, such soaps remain where they developed initially without any deleterious effect to the surrounding matrix [5]. This observation has led to a significant amount of recent research attempting to address what reactive forces induce metal carboxylate soaps to sometimes undergo phase segregation [6][7][8]. Since their initial discovery [9,10] two decades ago, understanding how, where, and why protrusions occur has become one of the critical research foci in oil painting conservation.
This investigation explores the hypothesis that the soap protrusions formed within O'Keeffe's paintings are associated with changes the artist made to her technique. Ortiz Miranda et al. Herit Sci (2020) 8:107 O'Keeffe moved from her teaching position in Texas, at the invitation of the famous photographer and gallerist Alfred Stieglitz to focus on oil painting, arriving to NYC on June 10, 1918. For the next 5 years, O'Keeffe painted in Manhattan, Lake George, and Maine, developing greater fluency with the media and creating a unique form of painting that explores a tension between abstraction and representation of subjects found in, or developed from nature. Beginning in January of 1923, and continuing for the following 8 years, Stieglitz opened an exhibition of 50 to 100 new paintings by O'Keeffe. It is this demand for her oil paintings, in particular in Stieglitz's annual gallery exhibitions of her work, requiring approximately one new painting every week, that forced O'Keeffe to abandon sizing and priming her own canvases. Instead, she increasingly adopted the use of commercially preprimed 1 canvas. However, coinciding with Stieglitz's death in 1946, the artist refused to participate in annual gallery exhibitions and thus returned to hand-sizing and priming her canvases again.
Commercial pre-primed canvas during this period usually consisted of one or various ground layers containing white pigments and fillers such as lead white, barium white, zinc-white and calcium carbonate which were sometimes amended with plasticizers and other additives (e.g. non-drying oils, honey, glycerin, sugar, soaps) to keep the material composite pliable for longer shelf-lives [11-13, 31, 47]. During the course of this study, such a roll of commercial pre-primed canvas, partially used by O'Keeffe, was found stored in the garage at O'Keeffe's Ghost Ranch, NM. This composite material became of primary interest to our investigation in order to establish its relationship to the lead soap protrusions formations observed on her paintings. This case study thus characterizes soap protrusion formed on Georgia O'Keeffe paintings with an aim to link how the artist's use of a commercial pre-primed canvas contributed to the degradation state of her paintings and influenced aggregation of soaps. Data are presented to trace the origin of the reactive components in the multilayered system observed in the grounds used by O'Keeffe. With this aim, the following paintings in the collection of the Georgia O'Keeffe Museum were included in our investigation: The selection of the Georgia O'Keeffe paintings included in this study was based on their state of preservation as well as the period of production based on the hypothesis that the artist made significant changes to her studio materials during the years of her annual gallery exhibitions of new paintings, from 1923 to 1946. Samples were collected from four O'Keeffe paintings: Pedernal, A Man from the Desert, Storm Cloud, Lake George and Pink and Green. Two paintings with commercially pre-primed canvases exhibited high amounts of soap protrusions: Pedernal and A Man from the desert produced by the artist during the period . The other two paintings in this study, Storm Cloud, Lake George and Pink and Green, lack protrusions and were painted on artistsprimed canvases. A sample from a pre-primed commercial canvas roll used by the artist was also included in this study.  (1) for the lower layer that consists mainly of calcium-rich particles with some lead-based agglomerates, and a preparation layer 2 (2), primarily composed of lead particles with a few calcium particles (indicated by the lower Z-contrast), that is in contact with the visible paint layers immediately above. Energy dispersive X-ray microanalysis (EDX) analysis reveals the spatial co-occurrence of Ba and S, indicating the presence of the mineral barite (BaSO 4 ) evenly distributed through both layers (Additional file 1). Apart from the difference in chemical composition of each respective layer, there are some morphological differences between the ground and preparation layers. For example, the pigment distribution in the preparation layer shows an abundance of small individual lead-based pigment particles that surround larger agglomerates of this material (Fig. 3) creating lowdensity regions and micro-pores between the particles. In a semipermeable system like a painting, the presence of these agglomerated particles results in a breccia-like 3 [46] appearance and provides the layer with porosity. The cross-section prepared from the commercial pre-primed canvas roll, in Fig. 2e and f, shares the same identical elemental compositions, layer structures, and pigment size/distributions as Pedernal and A Man from the Desert indicating that these paintings were prepared on the commercially pre-primed canvas, a fact confirmed by the continuous priming layer under the original tacks along the tacking edges of both paintings. These characteristics are thus "fingerprints" for O'Keeffe's use of this commercial material on these works of art.

Sem-edx
In contrast, the ground samples collected from Storm Cloud, Lake George (1923) and Pink and Green (1960), made both before and after the annually gallery exhibitions of new work of O'Keeffe's oil paintings from 1923 to 1946, exhibit a single ground layer ( Fig. 2g-j). The BSE images ( Fig. 2h and j) of these sections reveal differences in morphology and pigment size/distribution of the lead pigment particles in comparison to the gallery exhibition-era paintings with lead particle sizes more homogeneous, evenly distributed, and compact. These findings support the archival information about the artist's use of commercial pre-primed canvas during the years of annual exhibitions of new work from 1923 to 1946.
As is observable to the naked eye, both Pedernal and A Man from the Desert exhibit protrusions with a "waxy" appearance or pinpoint losses where there was once a protrusion ( Fig. 1b). Cross-sections of these protrusions from Pedernal and A Man from the Desert are presented in Fig. 4. The optical image of a cross section from the sky of Pedernal and the corresponding BSE image is presented in Fig. 4a, b. From these images three different layers are visible: in addition to the ground and preparation layers there is a top layer composed of a mixture of Pb and Co associated with a cobalt aluminate pigment (labelled 3 in Fig. 4a, b). The soap aggregate in Fig. 4b has a low Z-contrast due to the fact that the region is rich in organic material studded with occasional lead white pigment particles. Another observation is that the soap protrusion partially ripped during the process of microtoming (indicated by the arrows in Fig. 4b) which provides a qualitative indication of the softness of the soap-rich region. A similar structure is observed in the cross section of A Man from the Desert (Fig. 4c. d) where the same three layers can be identified. The soap protrusion area in the right upper corner of Fig. 4d abuts the preparation layer. It is notable that the soap protrusion extends through the top layer into the preparation layer densely packed with lead-based pigment agglomerates (indicated with an asterisk in Fig. 4d) and in direct contact with the soap protrusion aggregate in the upper right corner of the sample (square in Fig. 4d). Similar composition was observed in the soap protrusion collected from the un-painted commercial pre-primed canvas roll rich in organic material indicated by the low Z-contrast (Fig. 5). In this cross section nearly all the lead white pigment has dissolved leaving only a few intact pigment particles within the protrusion (Fig. 5b). EDS analysis confirms that the remaining particles are lead white pigment (Fig. 5c). The organic-rich area of both soaps does not exhibit a mineralized core (crystalline material), as has been observed previously for crystalline lead soap protrusions [16,17], possibly due

Ft-ir
FT-IR spectra were collected for both layers of the commercial pre-primed canvas paintings grounds and the single layer ground samples of the artist primed canvases,  as well as for soap protrusion samples from Pedernal and the commercial pre-primed canvas roll. The main objective was to compare the FT-IR spectra of the different grounds to gain insights into their influence into the soap protrusion formation (Fig. 6). Representative spectra obtained for the ground layer of Pedernal, A Man from the Desert and the commercial canvas roll were identical and dominated by bands at 2513, 1796 and 1400 (ν CO 3 2− ), 871 cm −1 (out of plane bending C-O) and 712 cm −1 (in-plane bending C-O) characteristic of calcium carbonate (CaCO 3 ) (Fig. 6b). Also demarcated in Fig. 6 are weaker vibrational bands associated with the oil-based binding medium (2958 (νCH 3  in the spectra obtained for the preparation layers [24]. Together these features indicate that there are just minor differences in the distribution and concentration of lead carbonate in the commercial canvas roll (Fig. 6a yellow line) and ground samples collected from Pedernal and A Man from the Desert (Fig. 6a pink and green lines). Other weak bands ascribed to barium sulfate (BaSO 4 , the mineral barite) around 1180 and 1080 cm −1 were identified in the spectra of the commercial pre-primed canvas and the preparation layers of Pedernal and A Man from the Desert. Variation in the intensity of these bands is likely due to the inhomogeneous distribution of the barite within the layer. These results are in accordance with a non-invasive study performed by Salvant et al. of similar works by O'Keeffe, where the co-occurrence of lead white, calcium carbonate, barium sulfate and lead soaps was reported [1]. In Fig. 6a, the spectra obtained for the artist prepared grounds from Pink and Green and Storm Cloud, Lake George (red and blue, respectively) are compared to the preparation layer of the commercial canvases. The spectra from Pink and Green and Storm Cloud, Lake George are dominated by bands Fig. 6 a FT-IR spectra obtained for the preparation layer of A Man from the Desert, Pedernal and the commercial pre-primed canvas roll; artist primed canvas grounds (Pink and Green and Storm Cloud, Lake George). b FT-IR spectra obtained for the ground layer of the commercial canvases. c Detail of the IR bands in the region of 1800-1700 cm −1 . d FT-IR spectra obtained for the soap protrusions from Pedernal and the commercial pre-primed canvas roll. All IR spectra were normalized to a single peak (2929 cm −1 ) and plotted offset for clarity characteristic of basic lead carbonate and the oil-based binding medium but possess none of the features indicate the formation of metal carboxylate soaps. In contrast, the most notable spectral feature from the preparation layers of A Man from the Desert, Pedernal, and the commercial pre-primed canvas is the band at 1520 cm −1 which indicates the presence of amorphous lead carboxylates (Fig. 6a) [18][19][20][21].
A broad shoulder at 2958 cm −1 (ν CH 3 ) in the spectra of the preparation layers of A man from the Desert, Pedernal and the commercial pre-primed canvas is attributed to an increase of CH 3 that could be caused by hydrolysis and fragmentation of the polymeric chain due to water from the ambient environment [32]. While it is important to consider exposure of the preparation layer to humidity as a mechanism that promotes the formation lead carboxylate soaps, we cannot discount the deliberate addition of fatty acid containing materials to the preparation layer formulation. This is supported in Fig. 6a where the spectra of the paintings with commercial pre-primed canvases have preparation layers that exhibits a band maximum around 1709 cm −1 characteristic of ν(C = O) in carboxylic acids associated with fatty acids not covalently bound to the polymerized oil network [22,23]. When comparing this feature to same region of Pink and Green and Storm Cloud, Lake George (Fig. 6a) this band has its maximum at 1740 cm −1 and is associated with ν(C = O) in a glyceryl ester form attached to the linseed oil network. 4 Since the ground of Pink and Green and Storm Cloud, Lake George were prepared by artist using traditional methods, these spectra can be used as baseline for what would be expected from a typical ground medium prepared by the artist. The spectrum from the preparation layer of the commercial pre-primed canvas roll, in contrast, has a much higher free fatty acid content compared to the rest of the samples (yellow trace, Fig. 6a). Thus these spectral differences in the ν(C = O) IR band suggest a higher concentrations of free fatty acids in the commercially pre-primed canvases beyond what would be expected by hydrolysis alone.
To more thoroughly explore the free versus network bound carboxylate content of the commercial pre-primed canvas and the artist primed ground materials, the envelope region between 1800 and 1700 cm −1 was subjected to deconvolution and peak fitting analysis as shown in Fig. 6c. In this region, carbonyl stretching bands from both network bound glyceryl esters (RCOOR') and free fatty acids (RCOOH) may be observed as overlapping bands. As seen in the spectra from A Man from the Desert and Pedernal, the total peak area contribution of C = O in the form of free fatty acid (bands at 1700 and 1710 cm −1 ), is higher than the contribution in glyceryl ester form [22,24,25]. Similar features were observed for the commercial pre-primed canvas roll in Fig. 4c where the contribution of C = O in ester form is relatively low in comparison with the artist primed canvases used in Pink and Green and Storm Cloud, Lake George. In the case of the commercial pre-primed canvas roll sample, a small shoulder at around 1726 cm −1 associated with an aldehyde C = O was identified, which contributes to the broadening of the carbonyl band. Acids and aldehydes are known degradation products of linseed oil [22,24,25,44,45]. In contrast, the C = O band with maximum at 1740 cm −1 in the spectra of the artist primed canvas grounds (Pink and Green as well as Storm Cloud, Lake George) indicate that the C = O contribution in network bound esters is significantly higher than the contribution of C = O in the form of fatty acids. These results are in accordance with the absence of soap protrusions in Pink and Green and Storm Cloud, Lake George. The presence of higher amounts of C = O in form of free fatty acid can be due to: hydrolysis of glycerol esters within the oil network, the presence of a not chemically treated oil, and/ or to the presence of additives (e.g. metal stearates) in the commercial pre-primed canvas grounds.
As has been shown by previous studies [18,26], a broad band with maximum centered around 1520 cm −1 is commonly associated with amorphous lead carboxylates. While these studies are based on pure materials and controlled experimental conditions that cannot be applied directly to real paint samples, they do inform the chemical reactions occurring in complex modern oil paintings. For example, [26] showed that the presence of saturated fatty acids (SFAs) and metal ions is a sufficient condition for crystalline metal soaps to form. Therefore, that a 1520 cm −1 feature is observed both in the protrusions aggregate of Pedernal and the commercial pre-primed canvas (Fig. 6d purple and red lines), suggest that the protrusions in Georgia O'Keeffe paintings may currently be mostly in an amorphous phase, but with potential crystallization of the soap material occuring over time. The spectra of the protrusions contain several unattributed bands (at 1632, 1308, 1102, 969, 840 and 770 cm −1 (labelled in Fig. 6d) in addition to the bands from lead soaps. While not conclusively identified, these bands could suggest the presence of oxalate and sulfate components [48,49]. Soap protrusions aggregates can remain active and the process to reach a stable end stage depends on several factors: the composition of the paint, the availability of fatty acids, environmental pollutants as well as environmental conditions [6,7,17,52]. The presence of these oxidation products suggests an inherent instability of the paint and therefore particular attention should be taken regarding the storage conditions and during possible cleaning actions.

Gc-ms
The relative amounts of free fatty acids in the oil network vs. fatty acids carboxylates (metal carboxylates) may be discerned through fatty acid profiles obtained by means of GC-MS analysis. Fragments from the samples were extracted and derivatized by two different trimethylsilyl derivatization reagents: 1,1,1,3,3,3-hexamethyldisilazane (HMDS) and N,O-bis(trimethylsilyl)trifluoroacetamide (BSTFA) where HMDS induces silylation of free fatty acids present in the oil binding medium. BSTFA, on the other hand, will silylate all fatty acids present in the sample including free fatty acids and metal carboxylates [27][28][29][30]. The use of these two derivatization agents can qualitatively determine the metal carboxylate and the free fatty acid content in the ground samples. Figure 7 reports the results obtained from the HMDS and BSTFA derivatization methods, showing an estimated relative response of the trimethylsilyl fatty acids and metal carboxylates present in the ground samples compared to the total of the fatty acids (azelaic, palmitic and stearic acids) content.
What may be immediately discerned from Fig. 7 is that the artist-prepared ground used in Pink and Green has a much lower concentrations (based on peak height) of total palmitic and stearic acids than that of the commercial pre-primed canvases. This result could mean either that there is a lower amount of oil medium overall in Pink and Green (which is inconsistent with our visual observations of this work), or that a lower proportion of the medium is in the form of free acids or soaps. Based on the FTIR results, and the fact that the priming layers in all cases are based on lead white, it seems very likely that a lower proportion of the medium in the ground for Pink and Green is in the form of free acids or soaps. Comparison of the BSTFA and HDMS results in Figs. 7 and 8 indicates that there is a higher contribution of metal soaps as compared to free fatty acids in commercial pre-primed canvases vs. the artist-prepared ground. This is consistent with the FTIR results, which showed the presence of lead soaps in the commercial pre-primed canvases but not in the artist-prepared grounds. In addition, for the three commercial pre-primed ground samples, Fig. 7 shows that there is a higher proportion of stearic acid in the soap fraction as compared to the free fatty acid fraction.
Formation of metal soaps is commonly believed to be the consequence of the hydrolyzed oil, followed by reaction with the metal ions from the pigment [7,33]. However, soap protrusions can be also be produced by hydrolysis of additives [34,35]. Our FT-IR results showed that the relative amount of fatty acids saponified in the pre-primed commercial canvas grounds was much higher than the amount of free fatty acids presents in the artistprepared canvas ground. A possible explanation, based on the high amounts of metal carboxylates identified by means of GC-MS, is that the metal carboxylates were part of the formulation of the commercial pre-primed grounds [12,36]. One hypothesis that may explain the presence of the soap protrusions is that these metal carboxylates were added to the commercially primed canvas formulation which has the deleterious effect of making the artists material more reactive and susceptible to external conditions (e.g. environmental conditions and conservation treatments) [12][13][14][15]. The growth process of the lead soap protrusions requires sufficient free fatty acids to migrate through the multilayered paint system [33]. The paintings studied here are also varnished. Hence, absorption of environmental moisture probably occurs from the back. A combination of moisture absorption from the back of the canvas, combined with the excess of FFA and the porosity of the preparation layer (observed in the SEM images), facilitates migration of the metal ions and SFAs from the ground to the upper layers. Once the lead soaps are in the upper layer, that is likely rich in additives due to the formulation of this modern paint, they can crystallize and aggregate, creating the soap protrusions.

Conclusions
In a series of Georgia O'Keeffe oil paintings from 1924 to 1950 an advanced degradation phenomenon was found to be related to a high concentration of lead soaps protrusions. The aim of this study was to characterize samples of the ground layer of O'Keeffe paintings from different periods of production, in an attempt to understand the condition of the Georgia O'Keeffe oil painting's due to the presence of lead soap protrusions.
The results obtained in this study have provided useful information regarding the composition of commercial twentieth century canvases used by O'Keeffe. We found significant differences between the composition of commercial pre-primed and artist primed canvas grounds: (i) the number of layers in the canvases grounds, (ii) the "breccia-like" aspect of the preparation layer and (iii) the pigment composition and size/ distribution. Qualitative GC-MS analysis demonstrates a high response of unsaturated fatty acids in the preparation layer of the pre-primed commercial canvas. These constituents in the commercially primed canvases together with the porosity ("breccia-like" aspect) of the preparation layer observed by means of SEM plays a crucial role in the vulnerability of the painted surfaces for the formation of lead soaps protrusions. A In the two 1941 paintings (Pedernal and A Man from the Desert) painted on pre-primed commercial canvas, lead carboxylates have aggregated and developed into mechanically damaging and visual compromising lead soap protrusions. Analysis by FT-IR showed a broad IR absorption band at 1520 cm −1 suggesting that lead soaps in Georgia O'Keeffe oil paintings are also present in an amorphous state, and GC-MS data indicated that the protrusions contain primarily lead palmitate and lead stearate [8,18,26]. Based on FT-IR data, and the appearance of new soap protrusion in retouched areas we can suggest that lead carboxylates in Georgia O'Keeffe oil paintings will continue to actively form.
Our results facilitate a better understanding how commercially prepared grounds were used by Georgia O'Keeffe and can be related to the poor stability and durability of a number of her paintings. O'Keeffe's case is of relevance because the artist deliberately changed her technique and decided to use a different type of canvas in a crucial moment of her career, initiated by the increasing demand for her paintings. The artist stopped preparing her own canvases, made with lead white and linseed oil, due to the higher demand for her work. Instead, during the period of 1923-1946, she used a commercial pre-primed canvas that based on our study was rich in metal carboxylates and like the root cause of the reactivity of the paintings produced in this period. Knowledge of the compounds identified in the commercial canvases presented here and deterioration phenomena related to them is indispensable for the decision-making process in the design of conservation treatments for modern oil paintings. The findings presented here can be considered in the development of future studies of soap protrusion formation. Table 1 show the list of samples included in this study. Paint fragments were embedded in Buehler Epo Thin 2 epoxy and prepared as cross sections using ultramicrotomy to cut away excess resin and expose the fragment surface. While embedded paint fragments are usually polished by hand, microtomy was used to minimize damage to the soap protrusion complexes that are known to be soft and water sensitive [37,38]. Additional small fragments of unmounted samples were analyzed using a combination of the techniques described below.

Optical microscope
Optical microscopy was primarily utilized for initial examination and photo-documentation of the study group samples. Samples prepared as cross section were characterized using a Wild M3Z Type S optical microscope.

Environmental scanning electron microscopy
Secondary electron images were obtained using a FEI Quanta 650 ESEM scanning electron microscope integrated with a Schottky field emission gun for high resolution and excellent beam stability and an Oxford AZtec EDS microanalysis system. The analytical conditions were low vacuum, 15 and 20 kV accelerating voltage and a working distance of 10 mm. Samples were directly observed in order to avoid interference with the particulate structure of the coating element used for eliminating charging effects.

Fourier transform infrared spectroscopy
IR spectra were collected by using a Bruker LUMOS FT-IR Microscope in Attenuated Total Reflectance (ATR) mode averaging together 32 scans at a resolution of 4 cm −1 in the mid-infrared region (4000-500 cm −1 ). During the infrared analysis, the sample was brought into contact with the tip of the Germanium (Ge) ATRcrystal (100 µm in diameter) on the predefined measurement position. The spot size was adjusted to 50 µm. Spectra were processed using the OPUS 5.0 version IR software.

Data processing method
For performing the determination of the carbonyl stretching bands contribution from triglyceride esters and free fatty acids in the samples, main features of the commonly used procedure including second derivative, and curve fitting analysis were applied [39][40][41] to semiquantitatively determine the content of functional groups [42,43]. The position of overlapped IR bands that appear as shoulders of most intense bands in the IR absorption spectra were made to correspond to the frequency of the minima in the second derivative of the spectra with a nine-point Savitsky-Golay smoothing filter. The selected band frequencies were used as initial parameters for curve fitting analysis. Prior to curve fitting, linear base line correction was subtracted from the 1800-1700 cm −1 . In a second step, curve fitting analysis of the IR spectra covering the carbonyl groups region (1800-1700 cm −1 ) was performed using Lorentzian line shape. Curve fitting analysis was performed using a bandwidth at half height of 13 cm −1 and a resolution enhancement factor of 2.4 (these values were constant). These values were selected to avoid possible random noise artefacts indistinguishable from the carbonyl bands.

Gas chromatography-mass spectrometry Chemicals
Reagent grade palmitic acid, azelaic acid, oleic acid, and stearic acid ≥ 95% were obtained from Acros Organics, Sigma-Aldrich and EMD Millipore and its composition was confirmed by FT-IR.