Accepted Manuscript Simultaneous cellulase production using domestic wastewater and bioprocess effluent treatment – A biorefinery approach Nelson Libardi Junior, Carlos Ricardo Soccol, Júlio César de Carvalho, Luciana Porto de Souza Vandenberghe PII: DOI: Reference:
S0960-8524(18)31759-0 https://doi.org/10.1016/j.biortech.2018.12.088 BITE 20845
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Bioresource Technology
Received Date: Revised Date: Accepted Date:
30 October 2018 20 December 2018 23 December 2018
Please cite this article as: Junior, N.L., Soccol, C.R., César de Carvalho, J., de Souza Vandenberghe, L.P., Simultaneous cellulase production using domestic wastewater and bioprocess effluent treatment – A biorefinery approach, Bioresource Technology (2018), doi: https://doi.org/10.1016/j.biortech.2018.12.088
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1
Simultaneous cellulase production using domestic
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wastewater and bioprocess effluent treatment – A
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biorefinery approach
4
Nelson Libardi Juniora, Carlos Ricardo Soccola, Júlio César de Carvalhoa, Luciana Porto
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de Souza Vandenberghea*
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a
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(UFPR), Centro Politécnico, C.P. 19011, 81-531-980, Curitiba, PR, Brazil
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*corresponding author:
[email protected]
Bioprocess Engineering and Biotechnology Department, Federal University of Paraná
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1
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Abstract The production of cellulases using domestic wastewater as an alternative culture
13
medium and reducing the pollutant charge of the resultant effluents were assessed for
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the first time in this study. Cellulase production was carried out in a bubble column,
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column-packed bed and stirred tank reactors by Trichoderma harzianum. Maximum
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cellulase activity and productivity of 31 UFP/mL and 645 UFP/mL.h, respectively were
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achieved in the bubble column bioreactor system without immobilization. The
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fermented broth was microfiltrated and ultrafiltrated, leading to a cellulase recovery of
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73.5% using a 30 kDa membrane and resulting in a 4.23-fold activity concentration.
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Chemical oxygen demand and nitrogen concentration were reduced 81.37% and 52.9%,
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respectively, showing great promise in producing cellulases using domestic wastewater
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with concomitant development of a medium- to-high added-value process and reduced
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environmental impact. These results contribute to the development of sustainable
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bioprocesses approaching a biorefinery concept.
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Keywords: domestic wastewater, FPase, membrane separation, stirred tank reactor
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(STR), bubble column bioreactor (BCR)
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2
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1. Introduction Around 80% of all wastewater is discharged into the world’s lakes and oceans,
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where it creates health, environmental and climate-related hazards. This discharge of
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untreated effluent in water bodies does not only lead to eutrophication and human health
33
risks, but also contributes significantly to Greenhouse Gas (GHG) emissions in the form
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of nitrous oxide and methane (IWA, 2018). Urbanization is the primary culprit behind
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increasing wastewater generation. Increasing attention has been paid to the development
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of sustainable new industrial processes with reduced environmental impact; the
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recovery of water, energy, nutrients and other precious materials from wastewater
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treatment plants (WWTP) is a key opportunity for the production of biomolecules such
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as enzymes, considering the huge amounts of carbon, nitrogen and phosphorous in its
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composition.
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Cellulase production using alternative substrates is an emerging field because it
42
is an interesting way to reduce enzyme production costs, a major bottleneck for
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applications like second-generation biofuel. The composition of the culture medium
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significantly affects product concentration, yield and volumetric productivities, which
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are crucial for economically viable production. A wide range of cellulase production
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reports is available regarding the use of agro-industrial residues – mainly from
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lignocellulosic nature, such as sorghum bran, corn cob, sugarcane bagasse, wheat straw
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and elephant grass – resulting in cellulase activities of 0.1 - 23.0 filter paper units per
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milliliter (UFP/mL) (Esterbauer et al., 1991; Singhania et al., 2017). Other cellulosic and
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non-cellulosic carbon sources or cellulase inducers have been also described, including
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solka floc, microcrystalline cellulose, lactose, sucrose and sophorose (Morikawa et al.,
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1995; Singhania et al., 2017). Lactose is regarded as one of the most effective carbon
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sources for fungal cellulases production, particularly in tandem with cellulosic residues. 3
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Around 15,000 tons of toilet paper is generated per year in WWTP in Europe. In
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the last decade, many authors have discussed the use of WWTP residues, including
56
sludge for cellulase production (Alam et al., 2008). Libardi et al. (2017) reported the
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feasibility of using sanitary wastewater for cellulase production by the fungus
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Trichoderma harzianum. Wastewater, with toilet paper as a major component, consists
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of cellulose, which is employed as a part of the culture medium for cellulases
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production, allowing simultaneous production of an added-value product and reduction
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of the effluent’s pollution charge through its consumption as a source of carbon and
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nutrients. Other authors (Alam et al., 2003) evaluated the reduction of the Chemical
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Oxygen Demand (COD) as an indicator of organic matter consumption during
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fermentation processes, using wastes like cheese whey, starch processing wastes, apple
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distillery waste and olive mill wastewater. However, the use of such residues brings a
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new challenge: the culture medium presents many insoluble substances, unwanted
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metals and other components. The use of wastewater therefore adds further substances
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to the complex fermented broth, which already contains proteins, biomass and other
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biomolecules. An efficient separation and purification process must be developed for
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enzyme recovery.
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Membrane technologies are adequate for the downstream processing of
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biological molecules because they operate at low temperatures and pressures and
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involve no phase changes or chemical additives, thereby minimizing the products’
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denaturation, deactivation and degradation. A common application of ultrafiltration
75
(UF) in downstream processing is in product concomitant separation and concentration
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(Charcosset, 2006). The use of UF for cellulase separation and concentration was
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described using membranes with a molecular weight cutoff (MWCO) varying from 5 to
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100 kDa (Qi et al., 2012) for cellulases with molecular weights ranging from 60 to 90 4
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kDa (Mores et al., 2001). The UF allows the concentration of cellulase activity between
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50 and 75 UFP/mL (Rodrigues et al., 2014). Before the UF step, microfiltration (MF)
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can be used to clarify the culture broth and to retain suspended solids > 0.2 μm (Mores
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et al., 2001). Rodrigues et al. (2014) reported 38% recovery of a commercial cellulase
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obtained from wheat straw hydrolysate. Qi et al. (2012) reached a protein recovery of
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89.4%, 73.9% and 79.7% using MWCO of 5, 10 and 30 kDa, respectively. Although the
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use of UF has been described as an interesting way to ensure cellulase separation and
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concentration, there are some operational problems related to the fouling and
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concentration polarization, which lead to the reduction of the permeate flux and
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possibly membrane damage. These issues may increase cleaning costs, lowering the
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competitiveness of this process (Shi et al., 2014).
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UF processes have also been described as suitable for wastewater purification,
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along with MF, nanofiltration and reverse osmosis (RO) (Ryan et al., 2009). The
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efficiency of these processes could be measured in terms of reducing COD as well as
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total nitrogen, as the COD has been employed to determine the total amount of organic
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matter in domestic wastewater (Wan et al., 2016). Different authors have reported
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limitations in using UF regarding the fouling effects of filtrating the secondary effluent
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of domestic WWTPs, which implies increased associated process costs that may restrict
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its application (Verstraete et al., 2009). However, separation and concentration of high
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added-value products, such as cellulases, could amplify feasibility of using UF
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processes. This approach is in accordance with wastewater biorefinery concepts, taking
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advantage of product maximization in combination with reduced effluent concentration
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(Kleerebezem and Loosdrecht, 2007). In a UF process, where the product of interest is
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in the retentate fraction, the permeate fraction could be seen as the effluent of the
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separation process, requiring adequate treatment and relocation.
5
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This work aims to demonstrate the production of cellulases using domestic
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wastewater as substrate in bubble column (BCR) and stirred tank (STR) reactors,
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followed by its recovery and concentration from the culture broth using MF and UF.
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Simultaneously, reduction of the effluent’s pollution charge was evaluated by
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monitoring the COD and nitrogen as environmental parameters in a biorefinery concept.
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2. Material and methods
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2.1 Production of cellulases using domestic wastewater
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Cellulase production was performed using Trichoderma harzianum (TRIC03)
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from the Federal University of Paraná Culture Collection, Bioprocess Engineering and
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Biotechnology Department (LPBII-UFPR). The culture medium was composed of
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lactose (11.9 g/L), peptone (5.0 g/L), KH2PO4 (2.5 g/L) and MgSO4.7H2O (0.3 g/L),
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which were added to the raw domestic wastewater. The raw domestic wastewater was
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collected at the Atuba Municipal Wastewater Treatment Plant from the Sanitation
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Company of Paraná (SANEPAR), located in Curitiba, Brazil. A fungal spore suspension
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of approximately 107 spores/mL was used as inoculum.
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Cellulase production was tested in 4 bioreactors systems: (R1) 1-L bubble
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column reactor (BCR); (R2) 1-L column packed bed reactor CPBR; (R3) 4-L stirred
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tank reactor (STR); and (R4) 3-L BCR. The R1 and R4 systems consisted of glass-
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column bioreactors with porous plates for aeration. The R2 system had 80% of its
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volume filled with K1 Kaldness support (Veolia Water Technology, France), which is
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generally used for wastewater treatment purposes by promoting biological biofilm
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formation over its surface, with a surface area of 500 m2/m3. The STR had a total
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volume of 5 L, equipped with flat-blade impellers and temperature control, with
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agitation of 120 rpm. All bioreactors were maintained at 28ºC with an aeration rate of 6
129 130
0.3 vvm (1L of filtered air per minute) during 120 h. Samples of 15 mL were withdrawn every 24 h and were centrifuged at 3000 rpm
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(2146 g) for 10 min. The supernatant was used for cellulase activity and protein
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concentration determination, reducing sugars, COD and nitrogen and elementary
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analysis. The separated solids’ ratios were employed for dry weight biomass
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determination.
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2.2 Cellulase separation and purification procedures Cellulase separation and purification by MF and UF were performed using a
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VivaFlow 200 (Sartorius Stedim, Germany) crossflow filtration system. The system was
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equipped with a peristaltic pump connected to a flow restrictor and the pressure
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indicator to polyethersulfone (PES) membrane cassettes and reservoirs. The membranes
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had a surface area of 200 cm2. The MF membrane had a pore size of 0.2 μm, and the UF
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membranes’ molecular weight cut-off (MWCO) were 5 kDa, 10 kDa and 30 kDa.
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Before experiments, membranes were rinsed by pumping approximately 400 mL
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of ultrapure water (reverse osmosis, deionization, membrane and ultraviolet processes)
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(Permution, Brazil); this was because they are stored with a solution of 10% ethanol,
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according to the manufacturer. After use, membranes were cleaned by recirculating 250
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mL of 0.5 mM NaOCl: 0.5 M NaOH for 30-40 minutes, according to the
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manufacturer’s instructions. After fermentation, the cellulase-containing crude broth
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produced in the BCR was subjected to a vacuum filtration using a Whatman nº. 1 filter
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paper. The filtrate then passed through MF and UF. The experiments were performed at
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room temperature, and the samples in the feed tank, retentate and permeate reservoirs
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were maintained and cooled in an ice bath. A sample volume of 250 mL was used for
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each experiment. All experiments were carried out with a flow rate of 220 mL/min and 7
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a transmembrane pressure (TMP) of 1 bar. Graduated reservoirs were used in which it
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was possible to monitor the volumes of permeate and retentate during the process.
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As an alternative process, the cellulase crude extract was treated with powdered
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activated charcoal (AC) (Carbomafra, Brazil), with a surface area between 500 to 1,200
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m2/g, at a concentration of 20 g/L (Poletto et al., 2015) in order to evaluate its influence
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on the MF and UF processes. The pretreatment was performed in 500-mL Erlenmeyer
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flasks with 250 mL of crude extract and 5 g of activated charcoal. Flasks were
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incubated in a rotatory shaker at 120 rpm for 30 min at 25ºC. Samples were centrifuged
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at 3,034 g (6,000 rpm) for 10 minutes, and the collected supernatant was filtered
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through Whatman paper no 1. Samples were then microfiltrated (0.2 μm) and
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ultrafiltrated (30 kDa membrane).
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The permeate flux J (L/m2h) was determined and is defined as the flow of a
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sample volume V (L) through the membrane surface area A (m2) during a time interval t
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(h), according to Eq. 1 (Rashid et al., 2013).
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(Eq. 1)
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The hydraulic permeability was determined by pumping pure water through the
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system before and after the samples’ processing. The TMP and the volumes of the
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reservoirs were monitored and the permeate flux calculated. The water permeability of
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the membrane Lp (L/m2hbar) was expressed as the permeate flux of deionized water
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(L/m2h) at a specific TMP (bar), according to Eq. 2 (Qi et al., 2012).
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8
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(Eq. 2)
178 179
Irreversible fouling (IF), which is defined as the decrease of the membrane’s
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pure water permeability after filtration (Lpa) divided by the pure water permeability
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before filtration (Lpb), was determined according to Eq. 3 (Qi et al., 2012).
182 183
(Eq. 3)
184 185 186
The volume concentration ratio (VCR) is the ratio between the feed volume Vf (L) and the concentrate volume Vc (L) (Qi et al., 2012) and was expressed by Eq. 4.
187 188
(Eq. 4)
189 190
The recovery yield (%) represents the performance of the UF process, relating
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the enzyme activity of the feed (Af) and the concentrate (Ac), both in U/mL, and the
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volumes of feed (Vf) and concentrate (Vc) streams, which was determined by Eq. 5
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(Poletto et al., 2015).
194 195
(Eq. 5)
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The fold purification (Eq. 6) is another way to represent the efficiency of the UF
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process. This is the ratio between the concentrate-specific activity and the crude broth-
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(initial feed) specific activity (Poletto et al., 2015).
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201 202 203
(Eq. 6) The fold activity concentration is simply the relation between Ac and Af, according to Eq. 7 (Poletto et al., 2015).
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(Eq. 7)
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2.3 Analytical methods The crude and fermented broth, as well as the retentate and permeate of each
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step of MF and UF, were evaluated for cellulase activity, protein concentration, reduced
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sugars concentration, biomass, COD and nitrogen concentration. Total cellulase activity
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was measured according to the filter paper assay (FPase) standard method described by
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Mandels and Reese (1957) and Ghose (1987), adapted for deep-well microplates
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according to Camassola and Dillon (2012). Filter paper stripes (0.6 x 1.0 cm) were
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employed as the substrate, and 50 μL of samples were appropriately diluted in sodium
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citrate buffer (50 mM; pH 4.8) and incubated for 60 min at 50ºC. After the enzymatic
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reaction, reduced sugars were measured by the dinitrosalicylic acid (DNS) method
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(Miller, 1959). One unit of cellulase activity was defined as the amount of enzyme
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producing 1 μmol of reducing sugars per minute. Protein concentration was determined
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by the Bradford method, using bovine serum albumin as a standard (Bradford, 1976)
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and the reagents of the QuickStart Bradford kit (Biorad – USA). COD was analyzed
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through spectrophotometry, and the total organic nitrogen was evaluated using the
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Kjeldahl method according to the standard method of the American Public Health
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Association (APHA, 2012). The biomass was gravimetrically determined and the total
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organic carbon (TOC) and Total Nitrogen were evaluated by elemental analysis
10
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performed in a CHNS Vario Macro analyzer (Elementar, Germany).
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3 Results and Discussion
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3.1 Cellulase production strategies using domestic wastewater
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Maximum cellulase activity was achieved in the 3L-BCR (R4), with 31.0
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UFP/mL after 48 h, as shown in Fig. 1-d. The results in terms of substrate to enzyme
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activity yield and productivity (Table 1) were also higher (4206.2 UFP/g and 645.4
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UFP/Lh, respectively) for this reactor. The immobilization of the biomass in the R2
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reactor (Fig. 1-b) led to a lower enzyme activity (5.79 UFP/mL) when compared to R1
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(Fig. 1-a) (10.27 UFP/mL), and all measured kinetic parameters (Table 1) were also
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lower, whereas the biomass concentration in both reactors were similar (10.2 g/L and
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12.5 g/L, respectively). On the other hand, the R3 (STR) reactor (Fig. 1-c) highly
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favored cellulase activity (17.0 UFP/mL), with a conversion of substrate to biomass
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(YEA/S) of 897.6 UFP/g and maximum productivity (Qpmax) of 236.5 UFP/Lh, but with
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lower values in terms of biomass concentration (5.53 g/L), probably associated with the
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impellers’ brakeage of the fungal hyphae. The YEA/COD values revealed that R3 (44.3
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UFP/gCOD) better converted the chemical oxidable matter for the formation of cellulase;
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mechanical agitation would improve absorption of the dissolved organic matter. Alam
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et al. (2008) achieved a YEA/COD of 21.42 UFP/gCOD, a parameter especially important
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when developing a biorefinery-based process to convert waste in valuable products.
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In all the tested reactor systems, the cellulase activity achieved a maximum
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value followed by a decrease, probably due to proteases attack or the denaturation
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processes. Alam et al. (2008) also verified that the maximum activity (10.2 UFP/mL) in
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the fermentation process was achieved after 72 h, followed by a reduction to 2.6
11
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UFP/mL at 168 h, using wastewater sludge as substrate for Trichoderma harzianum
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fermentation.
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The maximum enzyme productivity achieved in the 3-L BCR (R4) (645.4 U/Lh)
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was about 63 times superior to that obtained by Libardi et al. (2017) (10.2 U/Lh). This
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is likely related to the differences between the reactors regarding the length-to-diameter
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ratio (L/D) and superficial gas velocities (vs). The R4 has a L/D of 4.16, while the R1
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presents a L/D of 3.75. The superficial gas velocity of R4 and R1 were 0.44 cm/s and
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0.99 cm/s, respectively. The R4 reactor presented a homogeneous (bubbly flow) regime,
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with uniform small-size bubbles and rise velocities, resulting in a gentle mixing over the
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column’s entire cross-sectional area. The R1 presented a more heterogeneous regime
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(churn-turbulent), with a turbulent motion of the larger bubbles and liquid circulation.
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According to Kantarci et al. (2005), the gas-liquid mass transfer coefficient is lower at a
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heterogeneous regime, compared to homogeneous flow.
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The morphology of the fungal biomass during cellulase production in different
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types of bioreactors was observed (data not shown). In the 1L-BCR (R1), it was
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possible to see a certain aggregation and sporulation of fungal biomass, which was
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promoted by the heterogeneous air flow. In the 3L-BCR (R4), the fungal mycelia was
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very well formed and distributed throughout the bioreactor proving that the
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homogeneity is crucial for efficient gas-liquid mass transfers in BCRs and the
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maintaining of an appropriate physiological state for cellulase production by T.
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harzianum. Contrarily to the pneumatic aeration of BCRs, the mechanical agitation,
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coupled with forced aeration in R3 (STR), led to the acceleration of fungal growth and a
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rapid sporulation. This fact culminated in lower enzyme production. Undesirable fungal
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morphology can lead to poor mass transfer and product secretion during fermentation.
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In the case of R2, with cell immobilization, a visible biofilm was formed with high 12
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biomass concentration, probably due to the reduction of shear stress caused by aeration
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and/or agitation. However, it had a negative impact on cellulase production, as it was
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not expected and previously reported (Abdella et al., 2016). The relationship between
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fungal morphology and product formation is difficult to investigate, as there are many
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interrelated factors (viscosity, agitation and aeration) in a fermentation system that
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affect both morphology and protein production (Ahmed and Vermette, 2009).
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Besides bioreactor dimensions and characteristics, the addition of lactose to the
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culture medium certainly boosted enzyme production: it is a carbon source and cellulase
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inducer, replacing microcrystalline cellulose that was previously proposed (Libardi et
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al., 2017). Lactose has been described as an interesting cellulase inducer because it
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prevents catabolic repression that may be provoked by easily metabolized carbon
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sources such as glucose, glycerol or fructose (Morikawa et al., 1995). High cellulases
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activities have been already described with the use of lactose as a carbon source,
287
ranging from 2 to 10%, possibly combined with cellulosic materials and achieving
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cellulase activities up to 30 UFP/mL (Esterbauer et al., 1991). Pourquie et al. (1988)
289
reached a productivity of 243 UFP/Lh, which was similar to the value found in this work
290
with the R1 system (214 UFP/Lh) and 2.6 times lower than R4 (645.4 UFP/Lh), using a
291
3,000-L fermenter and a Trichoderma strain. These results show the great potential of
292
scaling up this process for even better productivities. Higher results have been related to
293
the use of synthetic carbon sources such as lactose, with or without combination with
294
cellulosic residues. The use of lignocellulosic residues for the production of
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Trichoderma cellulases resulted in enzyme activities and productivities of 5.25 UFP/mL
296
and 54.68 UFP/Lh, respectively, using corn cob residue at 4% (Liming and Xueliang,
297
2004) and 13.7 UFP/mL, and 91.33 UFP/Lh using wheat bran at 2% (Warzywoda et al.,
298
1983). Ivanova et al. (2013) discovered that lactose permeases (transporters) are present 13
299
in Trichoderma strains and are regulated by the presence of lactose in the culture
300
medium, which explains why lactose is the only carbon source that induces the
301
production of cellulases at an industrial level without inhibition.
302
Other WWTP residues than the raw wastewater have been used for cellulase
303
production, such as sludge. Normally, a pre-treatment of the sludge is necessary to
304
hydrolyze the recalcitrant compounds and render them more accessible to
305
microorganisms; Drani et al. (2011) tested WWTP sludge for cellulase production,
306
achieving maximum productivities of 3.2 U/L.h with Trichoderma strains in submerged
307
fermentation.
308 309 310
3.2 COD and nitrogen removal during cellulase production The maximum reduction of COD content (98%) and nitrogen (78%) was
311
achieved in the 3-L BCR (R4) (Fig. 2), showing that lactose and peptone were
312
efficiently used for the production of fungal biomass and metabolites. According to Fig.
313
1, the reduced COD concentration is accompanied by reduced sugars concentrations for
314
all types of bioreactors, indicating that reducing sugars content is related to COD.
315
Alam et al. (2008) also evaluated COD consumption during Trichoderma
316
harzianum fermentation with sanitary wastewater sludge for cellulases production. The
317
COD concentration was reduced in 96% after 7 days of fermentation, achieving a
318
cellulase activity of 10.2 UFP/mL. Alam et al. (2003) obtained 98% of COD removal for
319
domestic wastewater sludge, fermented with a mixed culture of Aspergillus niger and
320
Penicillium corylophilum. COD reduction has also been evaluated in fermentation
321
processes using various wastes, such as cheese whey, starch processing wastes, apple
322
distillery waste and olive mill wastewater. Ghaly and Kamal (2004) achieved 90.6%
323
COD content reduction for protein production using cheese whey as a medium for 14
324
Kluyveromyces fragilis fermentation. Bo et al. (1999) achieved 95% COD reduction
325
during the production of fungal biomass protein using starch processing wastewater as a
326
culture medium for Aspergillus and Rhizopus strains.
327
The total organic carbon (TOC) and nitrogen percentages during the
328
fermentation process in 1L-BCR (R1) were also evaluated. TOC was reduced from 0.32
329
to 0.2% (68.7%) after 72 hours of fermentation. The same reduction was also observed
330
for COD and reducing sugars concentration, as can be seen in Fig. 1-a. This fact
331
demonstrates that the COD can be used as an indirect measurement of the soluble
332
organic matter in the culture medium. Its reduction is therefore related to the
333
consumption of wastewater’s organic matter, but mostly to the consumption of lactose
334
by the fungi. The total nitrogen increased from 0.04 to 0.08% during the first 24 h of
335
fermentation process, and this value was maintained until 72 h. The increase and/or
336
maintenance of the total nitrogen would be related to the release of proteins produced
337
by the fungal strain in the fermented broth, including the enzymes directly associated
338
with the release of organic nitrogen. The same phenomena was observed by Ghaly and
339
Kamal (2004) in cheese whey fermentation for single-cell protein production using the
340
yeast Kluyveromyces fragilis.
341
The C:N ratio of 8, which was measured in the beginning of the fermentation
342
process, is in accordance with the elementary composition of fungal biomass in terms of
343
dry cell weight (Baltz et al., 2010). Liming and Xueliang (2004) tested the C:N ratios of
344
6, 7, 8 and 9 using corn cob residue (40 g/L) as a carbon source with other compounds,
345
according to the medium proposed by Mandels et al (1981), obtaining the best results in
346
terms of enzymatic activity (5.25 UFP/mL) using a C:N of 8. The C:N ratio decreased to
347
2 after 24 hours of processing, indicating a higher consumption of the carbon source
348
compared to nitrogen. 15
349 350
3.3 Cellulase recovery and concentration in MF and UF
351
Table 2 summarizes the main results of each step of MF and UF. First, cellulase
352
crude extract was microfiltrated to remove particles and cell debris. After MF, cellulase
353
activity was reduced from 5.92 to 3.71 U/mL, resulting in a recovery of 58%, with a
354
permeate flux of 172 L/m2h and efficient clarification of the enzymatic extract. It was
355
possible to observe the behavior of enzymatic activity and protein concentration after
356
each step of UF. The enzymatic activity in the retentate fraction increased with the
357
membrane MWCO; however, the proteins in the permeate fraction increased with
358
higher-MWCO membranes, indicating that there are smaller proteins than the
359
membrane’s pores. According to Fig. 3, higher-MWCO membranes led to higher
360
cellulase-recovery percentages. The highest recovery percentage (73.5%) was obtained
361
with the 30 kDa MWCO membrane. This means that 26% of cellulase activity was
362
detected in the permeate fraction and 0.5% of losses were verified, probably due to
363
other causes, such as fouling or enzyme denaturation. The 10 kDa membrane promoted
364
a cellulase recovery of 63.6%, and the loss of cellulase activity (11.8%) was higher than
365
that of the 30 kDa membrane, while the cellulase recovery in the permeate fraction was
366
24.6%. After UF through a 5 kDa membrane, a highest loss of cellulase activity (31.6%)
367
was reached, with lower enzyme recovery in the retentate (48.8%) and in the permeate
368
(20%) fractions.
369
Regarding protein recovery (Fig. 3), smaller-MWCO membranes led to higher
370
protein-recovery percentages in the retentate fraction. The 10 kDa membrane promoted
371
a protein recovery of 20.1% in retentate. It is clear from Table 2 that the highest
372
increase in activity concentration (4.23-fold) was achieved in the 30 kDa membrane
373
compared to the 10 kDa and 5 kDa membranes, which resulted in 3.66- and 2.78-fold 16
374
increases, respectively. In cellulase concentration experiments, Rashid et al. (2013)
375
achieved a total protein percentage of 34.67% in the retentate fraction using a 10 kDa
376
membrane, with 43.9% of the total protein in the permeate and 21.44% in losses. The
377
same authors achieved a 9.09-fold cellulase activity concentration increase using a 10
378
kDa MWCO membrane.
379
The treatment with activated charcoal (AC) negatively affected cellulase activity
380
in the retentate, which was reduced by 71.23%, compared to the UF with 30 kDa
381
membrane without pretreatment. Total enzyme activity of the crude broth was 1,350 U,
382
reduced to 347.1 U after AC pretreatment (Table 2). This means a reduction in total
383
cellulase activity by 3.8 times without a significant reduction of volume (150 to 130
384
mL). This result indicates that cellulase was probably adsorbed by AC, and that the MF
385
membrane retained fragments of AC. A similar behavior was observed for protein
386
concentration, with a reduction from 1.89 to 1.24 mg/mL in the retentate obtained
387
without AC pretreatment for the 30 kDa MCWO membrane, indicating that the total
388
protein content was also influenced by the use of AC.
389
Higher-MWCO membranes promoted higher cellulase activity recovery and
390
lower losses. Rodrigues et al. (2014) recovered a commercial cellulase (Celluclast 1.5
391
FG L – Novozymes) from a wheat straw hydrolysate using a 10 kDa plate membrane in
392
a cross-flow UF system. The authors optimized the process conditions and improved
393
cellulase recovery values from 32% to 67%. Poletto et al. (2015) concentrated
394
pectinases using a cross-flow (hollow fiber) UF system and achieved a protein recovery
395
of 80.4%, almost the same value as Rodríguez-Fernández et al. (2013), who also
396
observed a pectinase recovery rate of 86.1%. According to Powell and Timperman
397
(2005), the main cause of protein losses in membrane separation processes is pore size
398
distribution. Shear forces also contribute by producing smaller fragments. Some
17
399
proteins are close to the MCWO and could pass through the membrane into the filtrate;
400
Rodrigues et al. (2014) observed losses of around 20% in UF of commercial cellulase
401
using a 10 kDa MWCO membrane. The authors observed the same losses when small
402
volumes of samples were processed at laboratory scale, which influences the recovery
403
percentages. This fact would not be as significant at the industrial scale, where the
404
volumes are higher and small losses do not have the same impact.
405
The use of MF followed by the 30 kDa UF membrane resulted in a global
406
recovery of 42.3% when compared with the crude broth from the fermentation process.
407
The results should be compared to those of other authors with caution, as there is a
408
diversity of UF systems, such as hollow fiber, flat-sheet cassettes, spiral-wound
409
cartridges, tubular modules and other enhanced mass transfer devices, such as charged
410
membranes and electric or ultrasonic fields (Saxena et al., 2009). In addition, very few
411
publications specifically describe the UF of non-commercial cellulases, as in this work.
412
Commercial cellulases that were employed by some authors in MF and UF processes
413
have been previously formulated to ensure their stability during storage. According to
414
Esterbauer et al. (1991), sugars such as glucose and lactose (as well as glycerol or
415
polyalcohol) could be added to prevent the loss of enzyme activity. The interference of
416
these compounds in the culture broth would contribute to differences in cellulase
417
recovery percentages when comparing commercial and non-commercial cellulases. UF
418
processes have become more attractive because they offer the advantages of lower costs
419
and ease of scale-up for commercial production when compared to chromatographic
420
methods, e.g. size-exclusion chromatography for protein concentration (Saxena et al.,
421
2009). Since the aim of this work was to produce cellulases with a low to medium
422
degree of purification, the proposed process could certainly be adopted. Additionally,
18
423
the cellulases were produced with domestic wastewater as substrate to reduce costs,
424
from enzyme production to separation and recovery.
425 426 427
3.4 Analysis of the permeate flux and membrane fouling For all tested membranes, two different stages of the permeate flux were
428
observed. See Fig. 4: first, an expressive drop (around 24 L/m2h for the 5 and 10 kDa
429
membrane and 18 L/m2h for the 30 kDa membrane) within the first minute of process,
430
and afterwards, a low variation. The 30 kDa membrane showed the highest permeate
431
flux (109 L/m2h), followed by the 10 kDa (94 L/m2h) and 5 kDa (14.5 L/m2h). Among
432
the UF membranes, the best anti-fouling performance was observed in the 10 kDa
433
membrane (14.5%), followed by the 30 kDa membrane (19.81%). Conversely, the
434
highest fouling effects were observed in the 5 kDa and MF membranes. The pores of
435
the 5 kDa membrane were possibly blocked by smaller particles of the crude broth that
436
passed through the MF membrane. It is also important to point out that the use of AC
437
promoted increased fouling. In this case, there was a 28% reduction in Lp. The AC
438
released some particles in the culture broth that were retained by the membrane,
439
resulting in its dark appearance after the UF process.
440
The UF process’s operational costs are inversely proportional to the permeate
441
flux. Results from several authors presented in Table 3 show that it is not simple to
442
make a direct comparison, as the permeate flux behavior is dependent on the membrane
443
surface area and porosity, as well as the time of the process.
444
MF has been described as an important step to increase the efficiency and
445
permeate flux of the subsequent UF. Poletto et al. (2015) incremented the pectinase
446
recovery after UF from 59% to 81.4% by adding a prior MF step in a hollow-fiber
447
filtration system. The MF step halved the fouling in the UF step, increasing the 19
448
permeate flux from 11 to 22 L/m2h. Rashid et al. (2013) tested MF membrane pore sizes
449
of 0.2 and 0.45 μm in a hollow-fiber system for cellulase filtration. The authors
450
concluded that, although the 0.2 μm membrane suffered a higher fouling (19.37%)
451
compared to the 0.45 μm membrane (3.8%), the recovered cellulase activity in the
452
permeate was 16% higher, indicating that fouling could also be favorable for the
453
process because it rejects suspended matter and high molecules that could interfere in
454
the target product.
455
Anti-fouling performance is one of the most important factors to consider when
456
choosing a suitable membrane. The water permeability (Lp) values of the 10 and 30
457
kDa membranes obtained in this work were 3 and 2.4 times higher than that obtained by
458
Qi et al. (2012). These authors used 10 kDa (43.7%) and 30 kDa (48.7%)
459
polyethersulfone (PES) membranes, respectively, for cellulase concentration from an
460
enzymatic hydrolysate of steam-exploded wheat straw, using a hollow-fiber filtration
461
system. When testing the UF process (10 kDa MWCO) for pectinases purification with
462
and without a previous MF of the crude broth, Poletto et al. (2015) observed a decrease
463
of 50.6% in the Lp with previous MF, and 72.5% without MF. They achieved a 42.5%
464
reduction in the Lp using an AC pretreatment (5 g/L) and a 50.6% without AC
465
pretreatment. In fact, the authors produced the enzyme by solid-state fermentation,
466
which could have released more particles into the culture broth than the submerged
467
fermentation presented in this work, which efficiently removed the particles through AC
468
pretreatment.
469 470
20
471
3.5 Analysis of the COD and nitrogen concentration of different membrane fractions
472
The evaluation of generated effluents during a UF procedure is crucial in
473
developing a sustainable biotechnological process. Since the retentate fraction contains
474
the product of interest (the concentrated cellulase), the permeate is the effluent of this
475
process and should therefore be evaluated for correct management and disposal.
476
Although the objective of the UF process from an industrial biotechnology point of
477
view was to maximize cellulase recovery, the central task from an environmental
478
perspective was to minimize effluent concentration. The COD of the retentate and the
479
permeate fractions of the MF and UF steps were determined according to the latter
480
reasoning.
481
The MF process promoted a reduction in COD concentration from 36 to 32
482
mg/L (11.36%). Therefore, MF alone was not sufficient to remove the chemically
483
oxidable matter in the fermented broth. According to Fig. 5, a completely different
484
behavior was observed when UF membranes were used, with a very good separation
485
and concentration of chemically oxidable matter (COD) detected in the retentate
486
fractions. Lower concentrations of COD were then present in the permeate fractions.
487
The efficiencies of COD removal by each UF membrane were very similar; a removal
488
of COD from 68 to 9 mg/L (86%) was observed when using the 5 kDa membrane, from
489
64 to 8 mg/L (86%) with the 10 kDa membrane and from 72 to 13 mg/L (81%) with the
490
30 kDa membrane. The efficiency of COD removal obtained using the 10 kDa
491
membrane (86%) for cellulase concentration from a culture broth containing palm oil
492
mill effluent as part of the culture medium was higher than the highest efficiency
493
obtained by Rashid et al. (2013) when using a 10 kDa membrane (30.78%). Cassini et
494
al. (2010) recovered proteins from the wastewater of an isolated soy protein production
495
process; the use of UF with 5 kDa membranes retained 52% of the proteins and reduced 21
496
the COD concentration of the final effluent by 30%, showing the viability of coupling a
497
resource-recovery process and a wastewater treatment technology. Alonso et al. (2001)
498
achieved a COD reduction of 47% with a 50 kDa UF spiral membrane and a 46%
499
reduction using a 0.2 μm MF membrane, respectively, when filtering sanitary
500
wastewater. The higher efficiencies obtained in this work indicate that the majority of
501
the macromolecules of the fermented broth are larger than 30 kDa, and that the tested
502
membranes are efficient for retaining the COD.
503
Another important process parameter was the total organic nitrogen
504
concentration of the permeate and retentate fractions determined, as shown in Fig. 5.
505
The 5 kDa membrane showed the highest efficiency of nitrogen removal from the
506
permeate compared to the retentate fraction (83.9%), followed by the 10 kDa (64.7%)
507
and 30 kDa (52.9%) membranes. The efficiency of nitrogen removal by the MF
508
membrane (51%) was similar to that presented by the 30 kDa membrane, which was
509
also observed in the protein recovery concentration. Alonso et al. (2001) achieved
510
nitrogen removal of 12% using a 50 kDa membrane in a spiral membrane system to
511
filter pre-filtered domestic wastewater.
512
The similarity in nitrogen removal efficiency when comparing the UF (30 kDa) to
513
the MF membranes was not observed for COD removal. According to Alonso et al.
514
(2001), this is related to the N-association with organic macromolecular compounds,
515
which are found in colloidal suspension and retained by the UF and MF membranes.
516
This was not observed for COD, which is probably associated with dissolved matter; the
517
COD concentrations in the permeate fractions of all tested UF membranes were very
518
low. Considering the product of interest is in the retentate fraction, the permeate was the
519
effluent of this concentration process. In this way, the UF process resulted in an effluent
520
with COD concentrations below the acceptable limit of 125 mg/L and total nitrogen
22
521
removal efficiencies close to 70-80% for sanitary wastewater disposal; this is in
522
accordance with European Union Wastewater Directive 98/15/EC, which defines urban
523
and industrial wastewater quality required for disposal. The reduction of COD and
524
nitrogen concentration achieved in this work suggests that the resulting effluent from
525
this production process only requires simple treatment steps to be disposed in nature.
526
Other parameters should be evaluated for this assumption; however, the low COD
527
concentration and high nitrogen removal already indicate reduced costs for treating the
528
resulting wastewater from this enzyme production process. Another fact that increases
529
the environmental importance of evaluating the COD content of the UF processes’s
530
permeate fraction is the large effluent volume, which must be correctly disposed. In this
531
process, the permeate fraction corresponds to 84% of the volume of fermented broth
532
passed through the MF and UF membranes.
533 534 535
4 Conclusions A very efficient process of value-added biomolecule production and recovery
536
was developed using sanitary wastewater as source of nutrients, mainly cellulose. High
537
cellulase productivities were reached with simultaneous COD and nitrogen removal
538
efficiencies of 98% and 78%, respectively, during the fermentation process. Membrane
539
separation with consecutive MF and UF resulted in cellulase recovery of above 70%
540
with COD and nitrogen removal of 81% and 52.9%, respectively. Final effluent
541
environmental characteristics adhered to European Union legislation standards. This
542
work proposed the insertion of a traditional biotechnology process in a biorefinery
543
concept, coupling wastewater treatment/reuse and biomolecules production in a
544
sustainable way.
545 23
546
Acknowledgements
547
The authors would like to thank the Coordination for the Improvement of Higher
548
Education Personnel (CAPES) and the National Council of Technological and Scientific
549
Development (CNPq), Brazil for their financial support.
550 551
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552
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667
27
668 669
Figure Captions
670
Fig. 1. Kinetics of cellulase (FPase), biomass and protein production and consumption
671
of reducing sugars, COD and nitrogen in a 1L-BCR (2a), 1-L CPBR (2b), 4-L STR (2c)
672
and 3L-BCR (2d).
673
Fig. 2. Efficiency of COD and nitrogen removal for the 1-L BCR (R1), 1-L 1-L CPBR
674
(R2), 4-L STR (R3) and the 3-L BCR (R4).
675
Fig. 3. (a) Cellulase recovery and (b) protein recovery percentages in the UF permeate
676
(white bars) and retentate (dark grey bars) fractions, and the losses (light grey bars)
677
during the processes.
678
Fig. 4. (a) Permeate flux in 5 (closed diamond), 10 (open square) and 30 (open triangle)
679
kDa ultrafiltration membranes of crude cellulase extract pretreated by microfiltration;
680
(b) permeability of pure water before (dark grey bars) and after (light grey bars) the
681
ultrafiltration, and the fouling (%) of the membranes of different MWCO.
682
Fig. 5. (a) COD and (b) nitrogen concentration and percentage of reduction of the
683
retentate (dark grey bars) and permeate (light grey bars) fractions for different MF and
684
UF membranes (5, 10 and 30 kDa).
28
Table 1. Kinetic parameters of cellulase production in different bioreactor systems Parameters
R1
R2
R3
R4
1-L BCR
1-L CPBR
4-L STR
3-L BCR
EAmax (UFP/mL)
10.27
5.79
17.02
31.0
Biomass (g/L)
12.5
10.2
5.53
13.52
Qpmax (UFP/Lh)
214.0
80.4
236.5
645.4
Qp (UFP/Lh)
60.3
38.3
36.9
186.0
YEA/S (UFP/g)
342.3
196.1
897.0
4206.2
YEA/COD (UFP/gCOD)
20.2
17.9
44.3
34.0
CODremoval (%)
97.7
89.6
85.7
98.1
Nitrogenremoval (%)
60.3
71.9
70.6
77.7
Table 2. Separation, purification and concentration of cellulases by MF and UF using different membranes
Step
Activity (UFP/mL)
Protein (mg/mL)
Specific
Total
Total
Cellulase
Protein
activity
activity
Protein
Recovery
Recovery
(UFP/mg)
(UFP)
(mg)
(%)
(%)
250
5.92
1.41
4.2
1480
352.5
100%
100%
b
MF – 0.2 μm
230
3.71
1.52
2.4
853.3
349.6
58%
99%
UF - 30 kDa
40
5.68
1.89
8.3
627.2
75.6
73.5%a
14.8%
UF - 30 kDa - dAC
30
4.51
1.24
3.6
135.3
37.2
39%a
11%
UF - 10 kDa
40
3.57
1.83
7.4
542.8
73.2
63.6%a
20.1%
UF - 5 kDa
40
0.32
1.79
5.8
412.8
71.6
48.4%a
23%
The presented recovery values are related to the comparison with the MF.
b
c
(mL)
Enzyme
Crude Broth
c
a
Volume
Microfiltration
Ultrafiltration
d
Activated carbon
29
30
31
32
33
First time wastewater re-used as a great opportunity for cellulase production
High cellulase productivity achieved in a 3L-bubble column reactor (645 UFP/L.h)
Enzyme recovery (73.5%) using micro and ultrafiltration 30 kDa membrane
Cellulase production with significant COD (81.37%) and nitrogen (52.9%) reduction
34