Abstract
Correlations were determined between the thermal degradation behaviors of ball-milled Miscanthus plants and their enzymatic digestibilities. Overall, thermal degradation temperatures of Miscanthus giganteus were higher than those of M. sinensis. The differential thermogravimetric (DTG) curve of M. giganteus had a characteristic shoulder peak near 292 °C as opposed to that of M. sinensis. The thermal degradation temperatures of both ball-milled samples decreased with increased ball-milling time, although the composition was not changed by ball milling. Remarkable changes in the DTG curves of M. sinensis and M. giganteus occurred with ball milling for more than 60 min and 120 min, respectively. These thermal degradation results were similar to the results for physicochemical pretreatments and enzymatic digestibilities. The thermal decomposition temperatures of both ball-milled samples at 20% weight loss were most negatively correlated with the enzymatic digestibilities with a value of approximately -1.0.
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Thermal Degradation Behavior of Ball-milled Miscanthus Plants and Its Relationship to Enzymatic Hydrolysis
Akihiro Hideno *
Correlations were determined between the thermal degradation behaviors of ball-milled Miscanthus plants and their enzymatic digestibilities. Overall, thermal degradation temperatures of Miscanthus giganteus were higher than those of M. sinensis. The differential thermogravimetric (DTG) curve of M. giganteus had a characteristic shoulder peak near 292 °C as opposed to that of M. sinensis. The thermal degradation temperatures of both ball-milled samples decreased with increased ball-milling time, although the composition was not changed by ball milling. Remarkable changes in the DTG curves of M. sinensis and M. giganteus occurred with ball milling for more than 60 min and 120 min, respectively. These thermal degradation results were similar to the results for physicochemical pretreatments and enzymatic digestibilities. The thermal decomposition temperatures of both ball-milled samples at 20% weight loss were most negatively correlated with the enzymatic digestibilities with a value of approximately -1.0.
Keywords: Thermal gravimetric analysis; Differential thermal gravimetric (DTG) curve; Miscanthus plants; Ball milling; Enzymatic hydrolysis
Contact information: Paper Industry Innovation Center, Ehime University, 127 Mendori-cho, Shikokuchuo, Ehime 799-0113, Japan; *Corresponding author: a-hideno@agr.ehime-u.ac.jp
INTRODUCTION
Lignocellulosic biomass consists of three main chemical components: cellulose, the most abundant organic material; lignin, the second-most abundant organic material; and hemicellulose, which mainly connects cellulose and lignin. Biorefinery processes that transform lignocellulosic biomass into useful fuels and chemicals are considered promising toward the establishment of a sustainable society and the reduction of carbon dioxide emissions. Recently, nanocellulose made from lignocellulose has attracted much attention as an advanced and environmentally friendly material (Yano 2010; Isogai et al. 2011). The isolation or separation of cellulose and other components is required to produce fuels (e.g., bioethanol), chemicals, and nanocellulose.
Pretreatment techniques have been widely investigated for the facile production of fermentable sugars and nanofibrillated cellulose (Mosier et al. 2005; Pääkko et al. 2007; Hendriks and Zeeman 2008; Lagerwall et al. 2014; Hideno 2016). These pretreatments include: physical treatments, such as ball milling and wet-disk milling; physicochemical treatments, such as hot compressed-water treatment and steam explosion; chemical treatments, such as organosolv or sulfuric acid treatments; and biological treatments, such as pulping by white-rot fungi.
Ball milling, the most basic and efficient technique, has been investigated by many researchers, although this process normally consumes considerable energy (Sun and Cheng 2002; Hideno et al. 2009; Avolio et al. 2012). The high enzymatic digestibility of ball-milled samples has been explained through their increased surface areas and decreased crystallinity (Sun and Chen 2002; Mosier et al.2005; Hendriks and Zeeman 2008).
Cellulases and hemicellulases are key enzymes in biorefinery processes such as fermentable sugars production (Himmel et al. 2007; Igarashi et al. 2011; Nonaka and Hideno 2014) and nanocellulose preparation (Pääkko et al. 2007) from pretreated biomass. Cellulases are enzymes that hydrolyze cellulose, and they generally consist of many enzyme molecules, including cellobiohydrolas I (CBH1), cellobiohydrolase II (CBHII), and endo--1,4 glucanase (EG).
Cellulase actions are strongly affected by the conditions and properties of the lignocellulosic biomass. Pretreatment processes such as ball milling and wet-disk milling are required to effectively hydrolyze lignocellulosic biomass by the cellulases (Himmel et al.2007; Hendriks and Zeeman 2008). The pretreatment probably affects not only the enzymatic digestibility but also the thermal-degradation behavior. However, the relationships between the enzymatic digestibilities and thermal-degradation behaviors of the pretreated lignocellulosic biomass are not well known.
Thermogravimetric analysis (TGA) has been widely used to characterize the thermal-decomposition behaviors of plant biomass (Antal, Jr. and Varhegyi 1995; Negro et al. 2003). In general, TGA is applied to obtain calorimetric results in the development of fuels such as wood pellets. To effectively use plant biomass, it is necessary to develop it not only as a fuel for direct combustion, but also to convert it into value-added chemicals through non-combustion technologies such as enzymatic hydrolysis.
In a previous report, it was suggested that the thermal degradation characteristics of ball-milled Japanese cypress may be related to its enzymatic digestibility, although further details were unavailable. It was also suggested that the differential thermogravimetric curves (DTG) of pretreated biomass are strongly affected by their composition and condition (Hideno 2016). Moreover, based on DTG data, it was indicated that the effects of ball milling on non-cellulosic substances, such as hemicellulose and lignin, were more significant than those on crystalline cellulose. We also previously described the enzymatic hydrolysis of two ball-milled Miscanthus species (M. giganteus and M. sinensis) (Hideno et al. 2013), which are promising bioenergy crops with high biomass production potential because they are C4 plants (Clifton-Brown et al. 2004; Anzoua et al. 2011).
It has been reported that the effects of ball milling on enzymatic digestibility differ for M. giganteus and M. sinensis. However, a detailed understanding of these differences was not developed. Although thermal analyses of Miscanthus plants have been published (Szabo et al. 1996; Elmay et al. 2015), the relationships between their thermal degradation behaviors and other degradation properties, such as enzymatic digestibility, have not been described in detail.
In this study, Miscanthus plants were thermogravimetrically characterized, and the relationships between the thermal degradation properties of the ball-milled grasses and their enzymatic digestibility were investigated in detail.
EXPERIMENTAL
Materials
M. sinensis and M. giganteus were used similarly in the author’s previous report (Hideno et al. 2013). Each sample was hand-cut to approximately 1 cm to 2 cm in length, and dry milled using a blender (ABSOLUTE3, Osaka Chemical Co., Ltd., Osaka, Japan). The dry-milled samples were electrically sieved (ANF-30; Nitto Kagaku Co., Ltd, Nagoya, Japan) for 30 min, and selected in size from 125 m to 500 m as the starting material.
Ball milling
Ball milling was performed using the same method described previously (Hideno et al. 2013). The sieved sample (approximately 3 g, 125 m to 500 m) and stainless balls (118 g) were placed in a stainless steel vessel, and ball milled at 400 rpm for 5 min to 240 min using a free-star ball-milling machine (Fritsch Japan Co., Yokohama, Japan), as shown in Fig. 1 (Hideno et al. 2013). These conditions were selected on the basis of our previous report.
Fig. 1. Schematic diagram of ball milling and representative ball-milled samples. The figure was modified from our previous report.
Methods
TGA
The TGA of the original and ball-milled Miscanthus samples was conducted based on the previous report (Hideno 2016). The sample (approximately 5 mg) was pressed and formed into a tablet (Ф 4.5 mm) by a hand-press machine. The TGA instrument (TG/DTA6200; Seiko Instrument Co., Chiba, Japan) was used under a nitrogen atmosphere at a flow rate of 100 mL min-1 based on a previous report (Uetani et al. 2014) as follows; room temperature (RT) to 110 °C (40 °C min-1), 110 °C for 10 min, 110 °C to 550 °C (10 °C min-1), 550 °C for 10 min. This range of temperatures is typically used for detecting the thermal degradation of cellulosic biomass. The thermogravimetric (TG) and DTG curves were plotted by calculations using Eqs. 1 and 2:
TG (%) = (thermal decomposition weight loss (g) / original weight (g)) × 100 (1)
DTG (% min-1) = TG (%) / time for increase in temperature (min) (2)
The weight of the sample at 120 °C was defined as 100% dry weight. Curve fitting for the peak separation in the DTG curves was accomplished using TA7000 software (Hitachi High-Tech Science Co., version 10.41, Tokyo, Japan) combined with Fityk (Fityk, version 0.9.4, Warsaw, Poland). The split Gaussian method and the Levenberg-Marquardt algorithm were used for the peak separation and fitting of the DTG curves, respectively.
Relationships between thermal degradation properties and enzymatic hydrolysis of ball-milled Miscanthus plants
Enzymatic hydrolytic data for the ball-milled Miscanthus plants were obtained in part from a previous report (Hideno et al. 2013) or by using the method from that report. These data were obtained by triplicate experiments. The AP-treated Miscanthus plants (final concentration 5% w/v) and the Accellerase® 1500 (10 mg-protein g-1; DuPont, Co., USA) were mixed well in the tube and they were incubated at approximately 50 °C for 72 h with agitation. The mixture was centrifuged at 20,000 g for 10 min. The supernatant was filtered out and subjected to high-pressure liquid chromatography equipped with an Aminex HPX-87P column and a Carbo-P micro-guard cartridge (BioRad, Hercules, CA, USA).
Correlation factors between the thermal degradation properties and enzymatic digestibility were calculated using Excel software (Microsoft Co., Excel 2013, Redmond, USA). Almost all of the ball-milled samples used in this study (M. giganteus: ball-milling times of 0, 30, 60, 120, and 180 min; M. sinensis: ball milled for 0, 30, and 60 min) were applied in the correlation factor calculations.
RESULTS AND DISCUSSION
Thermal Degradation Behavior of Raw and Ball-milled Miscanthus Plants
Judging from the TGA curves of the raw M. giganteus and M. sinensis (Fig. 2), the thermal decomposition of M. sinensis occurred at a lower temperature than that of M. giganteus. The thermal decomposition temperature of M. giganteus at 1% weight loss and the differential thermogravimetric peak were 225.5 °C and 341.5 °C, respectively, and were higher than those of M. sinensis at 209.6 °C and 327.2 °C, respectively. The DTG peaks at 341.5 °C and 327.2 °C were likely derived from the thermal degradation of cellulose. These differences in thermal degradation behavior between M. sinensis andM. giganteus are likely derived from their components. The cellulose, xylan, and lignin contents of M. giganteus are higher than those of M. sinensis (Hideno et al. 2013). Our results suggest that M. giganteushas more tolerance not only to physical and chemical pretreatment but also thermal degradation than M. sinensis.
The effects of ball milling on the DTG curves of the Miscanthusplants are shown in Fig. 3. Commonly observed features in the ball-milled samples were decreased peak heights and decreased thermal degradation temperatures, which shifted the DTG curves to the left.
Fig. 2. TG curves for M. giganteus and M. sinensis