Screening and optimization of parameters affecting fungal pretreatment of oil palm empty fruit bunch (EFB) by experimental design
Agarat Kamcharoen
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Verawat Champreda
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Lily Eurwilaichitr
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Piyarat Boonsawang
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V. Champreda L. Eurwilaichitr Bioresources Technology Research Unit, Enzyme Technology Laboratory, National Center for Genetic Engineering and Biotechnology (BIOTEC), 113 Thailand Science Park
, Paholyothin Rd., Klong 1, Klong Luang, Pathumthani 12120,
Thailand
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A. Kamcharoen P. Boonsawang (&) Department of Industrial Biotechnology, Faculty of Agro- Industry, Prince of Songkla University
, Hat Yai, Songkhla 90112,
Thailand
In the present study, various white-rot fungi were used for the pretreatment of oil palm empty fruit bunch (EFB) using solid-state cultivation. The results showed that Trametes versicolor TISTR 3224 gave the highest selectivity value (the ratio of lignin degradation to cellulose degradation) of 1.57. In comparison, Trametes sp. BCC 8729, Phanerochaete chrysosporium ATCC 24725, Marasmius sp. BCC 9542 and Xylaria sp. BCC 7749 gave selectivity of 0.60, 0.59, 0.30 and 0.06, respectively. Screening parameters for the fungal pretreatment of EFB using T. versicolor TISTR 3224 was studied by PlackettBurman design (PBD). It indicated that the moisture content and co-substrate gave a positive effect on the lignin degradation, while EFB concentration had a negative effect on cellulose degradation. The optimum conditions for lignin degradation obtained from Box-Behnken statistical experimental design (BBD) were 80 % moisture content, 2.29 % wheat flour and 23.3 % EFB. Under this condition, 15.6 % of delignification was obtained. After an enzymatic hydrolysis, the digestibility of fungal treated EFB under the optimum condition achieved 1.34-fold compared with untreated EFB.
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Oil palm (Elaeis guineensis) is one of the most economical
oil crops. The process of palm oil production has generated
empty fruit bunches, fiber and palm shell as wastes [1]. With
the increasing demand for energy, biofuel from renewable
raw materials has been attractive because it is easily
accessible, locally abundant and rich in lignocelluloses [2].
Recently, attempts have been made to apply EFB for
bioethanol production [37]. Generally, bioethanol production
from lignocellulosic materials employs three major steps:
pretreatment for breakdown of lignin and opening up the
crystalline structure of cellulosic materials; hydrolysis for
fermentable sugar production; and bioconversion of
fermentable sugar produced to bioethanol [8]. Although
chemical and physicochemical pretreatments have been
widely investigated, inhibitory compounds, e.g., furfural and
hydroxymethyl furfural, are released and further affect the
fermentation process [9, 10]. Therefore, biological
pretreatment is interesting and has the additional advantages of
simple technique and low pretreatment requirements
resulting in low operating cost and environmentally friendly
process [11]. White-rot fungi are important microorganisms
involved in lignin degradation during pretreatment [1214].
Phanerochaete chrysosporium [1518] and Trametes
versicolor [1922] have been reported for the pretreatment of
lignocellulosic materials. Moreover, Xylariaceous fungi and
Marasmius sp. have been reported as lignin-degrading
microorganisms [13, 2325]. However, different white-rot
fungi differed in their capabilities of cellulose and lignin
degradation from one biomass to another [26]. Some fungi
not only degrade lignin effectively, but also consume
cellulose simultaneously leading to low available cellulose for
bioethanol production. A common measure of
delignification efficiency is the selectivity value (SV) of a fungal
pretreatment, defined as the ratio of lignin degradation (LD) to
cellulose degradation (CD) [18, 27, 28]. A low SV means a
relatively high cellulose loss during fungal pretreatment.
Thus, the SV of a fungal pretreatment is used to screen
whiterot fungi for biological pretreatment [28].
The limitation of biological pretreatment is a lower
reaction rate and requires longer pretreatment time than
chemical pretreatment [14]. Although the strategies of
strain improvement may help resolve some of the
drawbacks, the technical process is quite challenging. Another
approach to improve the efficiency of biological
pretreatment is through the optimization of nutrient and
environmental cultivation to reach maximum lignin degradation
and minimum cellulose degradation. Shi et al. [16] found
that the moisture content and culture time affected the
fungal pretreatment of cotton stalk using P. chrysosporium.
Alam et al. [29] indicated that the moisture content,
inoculum size and wheat flour as co-substrate affected ligninase
production during the fungal pretreatment of oil palm
biomass. Levin et al. [30] reported that the balance of
cellulose and ligninolytic enzyme production during fungal
pretreatment depended on pH, peptone and copper.
Although, there have been many researches that studied the
factors affecting fungal pretreatment, those involved a
onefactor-at-a-time experiment or examination of only a few
factors. Moreover, the screening of significant factors
affecting the fungal pretreatment of EFB has not been
studied. In this research, the systematic evaluation of the
optimization for the fungal pretreatment was investigated.
Statistically designed experiments are a powerful tool to
get more information about the system being studied with a
minimum number of experiments [31]. The
PlackettBurman design (PBD) has been frequently used for screening
process variables that make the greatest impact on a
process [32]. Response surface methodology (RSM) is a
statistical and mathematical technique useful for developing,
improving and optimizing the processes of an interest
variable. RSM offers a large amount of information from a
small number of experiments and reduces time [10, 33].
This research aims to identify the selective
lignindegrading white-rot fungus with high lignin degradation
and low cellulose loss. Also, the optimum condition was
studied to improve the efficiency of fungal pretreatment.
PBD was used for screening the significant factors for
fungal pretreatment during solid-state cultivation. Box
Behnken design was then applied to determine the
optimum level of each of the significant factors for
delignification with a high SV.
EFB preparation
EFBs were collected from Thai Tallow and Oil Co., Ltd.,
Thailand. The sample was dried and crushed into 510 mm
fibrous length using a hammer mill, then ground to pass
through a 1 mm screen (18 meshes) and kept for use in the
whole experiment. The chemical composition of EFB,
given on dry weight basis, was as follows: 37.6 %
cellulose, 21.5 % hemicellulose and 19.0 % lignin [34].
Phanerochaete chrysosporium ATCC 24725 was obtained
from the Faculty of Agro-industry, Prince of Songkla
University. Xylaria sp. BCC 7749, Trametes sp. BCC 8729
and Marasmius sp. BCC 9542 were received from the
BIOTEC culture collection (BCC), National Center for
Genetic Engineering and Biotechnology (BIOTEC),
National Scien (...truncated)